SKELETAL LESIONS OF HEALTH AND STRESS AT LA VENTILLA NEIGHBORHOOD, TEOTIHUACAN A Thesis Presented to the faculty of the Department of Anthropology California State University, Sacramento Submitted in partial satisfaction of the requirements for the degree of MASTER OF ARTS in Anthropology by Marisol Perez FALL 2014 © 2014 Marisol Perez ALL RIGHTS RESERVED ii SKELTETAL LESIONS OF HEALTH AND STRESS AT LA VENTILLA NEIGHBORHOOD, TEOTIHUACAN A Thesis by Marisol Perez Approved by: __________________________________, Committee Chair Samantha M. Hens, Ph.D. __________________________________, Second Reader Martin Biskowski, Ph. D. ____________________________ Date iii Student: Marisol Perez I certify that this student has met the requirements for format contained in the University format manual, and that this thesis is suitable for shelving in the Library and credit is to be awarded for the thesis. __________________________, Graduate Coordinator ___________________ Jacob Fisher, Ph.D. Date Department of Anthropology iv Abstract of SKELETAL LESIONS OF HEALTH AND STRESS AT LA VENTILLA NEIGHBORHOOD, TEOTIHUACAN by Marisol Perez This study explores the mortality patterns and presence of porotic hyperostosis and cribra orbitalia in the ancient population of La Ventilla. La Ventilla was a high status neighborhood in Teotihuacan. These skeletal lesions are indicators of health and stress in archaeological collections. Life tables are also calculated to establish mortality rates for the collection. The low presence of these stress markers along with the calculation of life tables indicates low morbidity along with low infant mortality rates. Overall the population of La Ventilla benefited from good health and adaptation to their environment. A comparison to Storey’s (1992) paleodemographic study of Tlajinga 33 – a lower status neighborhood at Teotihuacan – confirmed the higher presence of stress markers and high infant mortality rate in lower class populations. _______________________, Committee Chair Samantha M. Hens, Ph. D. _______________________ Date v ACKNOWLEDGEMENTS I would like to thank my advisor Dr. Samantha Hens for her support and guidance not only for this thesis research, but also throughout my entire experience at CSU Sacramento. Likewise I would like to thank Dr. Martin Biskowski and Dr. Jacob Fisher for their counseling and advice. Without the time committed by these faculty members this project would not have been possible. I also owe a debt of gratitude to Oralia Cabrera, Ruben Cabrera, Carlos Serrano, Erika Carrillo, Claudia Lopez and the staff of Instituto Nacional de Antropologia e Historia at Teotihuacan for giving me access to the skeletal collections used in this thesis. Finally, boundless encouragement has been provided by my family. My greatest thanks goes to my parents and my husband who have motivated me to pursue my passion. Their financial provision has allowed me to focus on my career. Lastly, I cannot thank my husband enough for his unconditional support to pursue my education wherever it might take us. vi TABLE OF CONTENTS Page Acknowledgements .................................................................................................................. vi List of Tables ........................................................................................................................... ix List of Figures ........................................................................................................................... x Chapter 1. INTRODUCTION .......................……………………………………………………….. 1 Statement of the Problem ............................................................................................. 3 2. OSETOLOGICAL LESIONS ............................................................................................. 4 Cribra Orbitalia ............................................................................................................ 5 Porotic Hyperostosis .................................................................................................... 7 Lesion Overview ............................................................................................. 7 Anemia: Etiologies ....................................................................................... 10 Scoring Method ............................................................................................ 14 Archaeological Record of Anemia ............................................................... 17 Paleodemography ......................................................................................... 22 3. HISTORY OF TEOTIHUACAN AND LA VENTILLA ................................................. 25 Teotihuacan ................................................................................................................ 25 Environment ................................................................................................. 25 Chronology ................................................................................................... 27 Archaeological History of Teotihuacan ........................................................ 30 Site Layout .................................................................................................... 34 Neighborhoods and Apartment Compounds ................................................ 36 vii Craft Industries/ Levels of Craft Specialization ........................................... 37 People of Teotihuacan .................................................................................. 38 Mortuary Practices/Patterns .......................................................................... 39 La Ventilla ................................................................................................................. 41 Site Overview ............................................................................................... 42 People of La Ventilla .................................................................................... 49 Burials and Osteological Material ................................................................ 50 Project Specifications ................................................................................... 52 4. MATERIALS AND METHODS ...................................................................................... 53 Materials and Methods.................................................................................. 53 Life Tables .................................................................................................... 56 5. RESULTS ......................................................................................................................... 58 Demographic Data ..................................................................................................... 58 Life Tables .................................................................................................... 58 Comparisons with Tlajinga 33 ...................................................................... 62 Lesions .......................................................................................................... 63 6. DISCUSSION ................................................................................................................... 69 7. CONCLUSION ................................................................................................................. 75 Future Research ............................................................................................ 76 Literature Cited ...................................................................................................................... 78 viii LIST OF TABLES Tables Page Table 3.1 General Chronology............................................................................................ 28 Table 4.1 Distribution of Age at La Ventilla ..................................................................... 54 Table 4.2 Distribution of Sex in Relation to Age at La Ventilla ....................................... 55 Table 5.1 Stationary Population Life Table of La Ventilla ............................................... 59 Table 5.2 Stationary Population Life Table for Tlajinga 33 ............................................ 62 Table 5.3 Age Mortality Comparisons of La Ventilla and Tlajinga 33 ............................. 63 Table 5.4 Cribra Orbitalia Lesions at La Ventilla .............................................................. 65 Table 5.5 Porotic Hyperostosis Lesions at La Ventilla ...................................................... 65 ix LIST OF FIGURES Figures Page Figure 2.1 Example of cribra orbitalia lesions .................................................................... Figure 2.2 Example of porotic hyperostosis lesions ............................................................ 8 Figure 2.3 Standard for scoring cribra orbitalia .................................................................. 16 Figure 2.4 Standard for scoring porotic hyperostosis ......................................................... 17 Figure 3.1 Map of Valle de Mexico .................................................................................... 26 Figure 3.2 La Ventilla 1992-1994 explorations .................................................................. 41 Figure 3.3 Location of La Ventilla ...................................................................................... 42 Figure 3.4 Map of the ancient city of Teotihuacan ............................................................. 43 Figure 3.5 Map of the Frentes of La Ventilla, Teotihuacan ................................................ 45 Figure 3.6 Map of Frente 2 at La Ventilla, Teotihuacan ..................................................... 47 Figure 5.1 Mortality curve of La Ventilla ........................................................................... 59 Figure 5.2 Survivorship curve of La Ventilla ..................................................................... 60 Figure 5.3 Life expectancy for La Ventilla ......................................................................... 61 Figure 5.4 Probability of dying at La Ventilla .................................................................... 61 Figure 5.5 Probability of dying at La Ventilla and Tlajinga 33 .......................................... 63 Figure 5.6 Summary incidences of lesions .......................................................................... 64 Figure 5.7 Number of individuals presenting PH based on age .......................................... 66 Figure 5.8 Percentage of PH between age cohorts .............................................................. 66 Figure 5.9 Presence and severity of PH age cohorts ........................................................... 67 x 6 Figure 5.10 Presence of PH between males and females ...................................................... 68 Figure 6.1 Presence of PH by age ....................................................................................... 74 Figure 6.2 Presence of PH and CO by sex .......................................................................... 74 xi 1 CHAPTER 1 INTRODUCTION Porotic hyperostosis and cribra orbitalia were first recognized by Welcker in 1888, and since then researchers have disagreed on its etiology. Rather than a specific disease, porotic hyperostosis and cribra orbitalia lesions are morphological features of various diseases, and are visually characterized by porous lesions on the frontal, parietal, occipital and superior-lateral margin of the orbital roof. There are several possible etiologies for these cranial lesions including: iron deficiency anemia, other acquired anemias, B12 deficiency, and congenital or hereditary anemias. Numerous other factors can cause porosity in the crania, including deficiencies in vitamins C and D, trauma, localized pressure within the cranium, and even postmortem erosion (Stuart-Macadam 1985, 1992, Walker et al. 2009). In 1985 Stuart-Macadam analyzed porotic hyperostosis and cribra orbitalia on a RomanoBritish site from Poundbury Camp. She found a significant correlation between the presence of these lesions and an increase in other stress indicators such as enamel hypoplasia and metopism in children. Like several other anthropologists, Stuart-Macadam viewed porotic hyperostosis and cribra orbitalia as evidence for the lack of health and nutrition in populations. Her final determination was that lesions were age-related; they affected children to a greater degree, and their presence in adults were likely the result of childhood acquisition. Other studies that connect anemia to age include: Hooton’s (1930) study of Pecos Pueblo children, Lallo et al. (1977) and their Ohio collection, and Mensforth et al. (1978) who had a thorough age-specific analysis on the 2 Libben collection. These studies along with, Nathan and Haas (1966) and El-Najjar et al. (1976), connect the lesions to anemia acquired from nutritional deficiencies. Contrary to these, Angel (1966) suggested that porotic hyperostosis and cribra orbitalia were a result of the genetic anemias: thalassemia or sicklemia. Cultural or environmental factors affecting the presence of anemia have been described by: Ashworth et al. (1973), Carlson et al. (1974), Mensforth et al. (1978), Molloy et al. (2008), Walker et al. (2009), and Pearson et al. (2010). This study aims to determine differences in lesion frequencies and severity found on the ancient population of the La Ventilla neighborhood in Teotihuacan, to denote differences in status and nutritional differences between males and females. La Ventilla is an elite neighborhood from Teotihuacan that is located adjacent to the Ciudadela in the central part of the city (Millon 1973a, 1973b). The neighborhood consists of several structures subdivided during the excavation process into four main areas called Frentes. Archeologically, distinctions between the structures are found in the architecture and burial offerings. Skeletal analysis of the remains can offer insight into the different lifeways between the distinctive areas of the neighborhood. The presence, absence and severity of porotic hyperostosis may illuminate distinctions in health, diet and disease in this neighborhood of Teotihuacan. The Global Health History Project (GHHP) (Steckel et al. 2006) recommends a scoring method for PH and CO that allows a more accurate understanding of population differences in La Ventilla. This provides knowledge of environmental interactions, quality of life, susceptibility and overall health status. This study has implications for not only the current interpretations of malnutrition and infectious disease loads in prehistoric Mesoamerican populations, but also for Teotihuacan archaeology and history. 3 Statement of the Problem This study analyzes crania for lesions representative of porotic hyperostosis and cribra orbitalia at La Ventilla. Specifically this thesis: (1) records the severity and frequency of the lesions using a repeatable standardized method, (2) determines if there were differences in lesion frequency between separate age groups, and between males and females, (3) calculates a demographic life table to link morbidity and mortality in the population, and (4) compares the presence of lesions at La Ventilla with those found at Tlajinga 33 by Rebecca Storey (1992) to provide insight into the differential social, economic and environmental stresses present in ancient Teotihuacan. 4 CHAPTER 2 OSTEOLOGICAL LESIONS An understanding of stress is currently fundamental for the reconstruction of health profiles and adaptations in ancient populations by means of paleopathological and paleodemographic studies (Goodman et al. 1984, 1988). The concept of stress is used to understand biological responses to natural, or cultural disasters including food shortages, migration and modernization (Eder 1977, Graves and Graves 1979, McGarvey and Baker 1979, Dirks 1980). Not all stressors will be expressed on osteological remains, but long durations often increase the likelihood of skeletal lesions. Possible osteo-indicators of stress are Harris lines, dental enamel hypoplasia, and periostitis. The manifestation of stress depends on a number of factors including: genetic susceptibility, age, sex, and resilience. If an individual or population lacks the necessary resources, it is likely to increase the levels of physiological disruption. Several diseases leave distinct markings on the bone. The presence or absence of pathological lesions has been used as a measure for health and well-being (Goodman et al. 1988). Unfortunately, the skeleton does not preserve all the indicators of health, but mostly chronic and severe episodes of morbidity. In many cases, the lesions left behind are the episodes survived and not necessarily the proximate cause of death (Wood et al. 1992). Since bone reacts in only limited ways, it is not always possible to diagnose the cause of the morbidity. However, nonspecific indicators do reveal how often serious health problems were affecting individuals and samples 5 (Storey et al. 2012). The indicators of health analyzed in this study are cribra orbitalia and porotic hyperostosis. Cribra Orbitalia Cribra orbitalia is characterized by porosity in the orbital roofs of the frontal bone (Figure 2.1). Lesions are represented by thinning of the outer table of the crania and range from small porosity to much larger pores that merge and form sizeable openings, that are often coral or sievelike shaped (El-Najjar et al. 1976, Stuart-Macadam 1989) The diploë, or spongy tissue within the bones of the cranium, swells and the tissue of the outer surface becomes thinner and more porous with a symmetrical appearance (Angel 1966, Stuart-Macadam 1989). These lesions tend to be in an active state of bony remodeling in children, whereas in affected adults these lesions begin to heal over. Occasionally some active lesions show bone formation that expands into the orbital cavity; however it is likely a response to subperiosteal bleeding and is more appropriately associated with scurvy (Walker et al. 2009). The etiology of cribra orbitalia is debated. Literature commonly views this lesion as an indicator of childhood nutritional stress, more specifically iron deficiency anemia. Anemias, either dietary or hereditary (i.e. sickle cell or thalassemia), promote the expansion of the orbital marrow centers causing the signature lesions (Angel 1966, Mensforth et al. 1978, StuartMacadam 1989). Recently, other etiologies were suggested to also produce these orbital lesions. Wapler and colleagues (2004) conducted a histological study of the bony orbits of individuals exhibiting cribra orbitalia. They found that nearly half the lesions in the adult sample could be attributed to anemia, while the rest were suggestive of either bony inflammation, pressureinduced bony atrophy, or hypervascularization. Walker et al. (2009) argued that cribra lesions reflect “subperiosteal hematomas” of the orbital roof in children. The authors state that scurvy 6 (vitamin C deficiency) can weaken the connective tissue between the orbital bone and subperiosteum. Even minor trauma can cause separation of these two layers, which would cause Figure 2.1 Example of cribra orbitalia lesions (Walker et al. 2009) subperiosteal bleeding and trigger bone deposition. Therefore, the orbital lesions collectively termed ‘cribra orbitalia’ probably reflect multiple conditions and causes. Given the association with anemia as well as scurvy and rickets, some sort of dietary deficiency plays a role in the majority of cribra orbitalia cases. Such dietary inadequacy could stem from limited access to resources, or malabsorption as would occur in the case of diarrheal disease (Walker et al. 2009). 7 Not all anemias produce orbital lesions, and the presence of cribra orbitalia will not always insure the occurrence of porotic hyperostosis, which is discussed in the next section. Porotic Hyperostosis “Symmetrical hyperostosis”, “hyperostosis cranii”, “osteoporosis symmetrica”, “spongy hyperostosis”, and “external cribra cranii” are some of the terms used to describe the same lesions. In his 1966 publication, Angel coined the term that would prevail in future research, “porotic hyperostosis”. These lesions are found on the frontal, parietal, and occipital bones. Porotic hyperostosis (PH) is a skeletal indication of a severe or prolonged anemia caused by iron deficiency, subperiosteal hemorrhage (Aufderheide and Rodriguez-Martin 1998, Ortner 2003), or vitamin-B12 deficiency (Walker et al. 2009). Similar to cribra orbitalia, porotic hyperostosis is classified as a non-specific indicator of stress and its’ cause is never definite. Anemia can also be triggered by a number of factors related to three main etiologies: (1) genetic anemias, (2) diet, and (3) disease/bacteria (Angel 1966, Mensforth et al. 1978, Stuart-Macadam 1989, Walker et al. 2009). This review will demonstrate that porotic hyperostosis found in the archaeological record occurs more commonly from infectious disease in combination with a diet deficient in iron, the introduction of staple diet agriculture, and the resultant sedentism and sanitation problems that accompany these factors. Lesion Overview Porotic hyperostosis is a symmetrical cranial lesion found on the ectocranial surface of the frontal and parietal bones, and on less frequent occasions on the occipital (Figure 2.2). Porosity will be present in less severe cases, but in fully developed lesions the skull will be thickened by the 8 expanded diploë and the outer table will be resorbed completely from the overproduction of red blood cells (Moseley 1965, Aufderheide and Rodriquez-Martin 1998). Red blood cells (RBCs) are responsible for the transportation of oxygen throughout the entire body. In adults, Figure 2.2 Example of porotic hyperostosis lesions (Walker et al. 2009) 9 RBCs are produced in trabecular bone, and the adult bone marrow has about six times the amount of RBC production in reserve than what is needed. In infants however, their body mass grows exponentially and blood is produced outside the bone marrow to fulfill the RBC need for homeostasis. This rapid growth, along with infant bone malleability will increase infant susceptibility to porotic hyperostosis lesions. Anemia is a symptom that expresses a state of subnormal hemoglobin circulation. This lack of circulation can be caused by: blood loss, decreased RBC production rate, or increased destruction rate (Aufderheide and Rodriguez 1998, Walker et al. 2009). In an effort to increase RBC production the kidney produces the hormone, erythropoietin, which stimulates overproduction of RBCs causing overcrowded intertrabecular space, and the resorption of trabeculae and outer table of the skull (Aufderheide and RodriguezMartin 1998). Although children are more vulnerable to these types of lesions, adults can also develop porotic hyperostosis if they have severe or chronic anemia. These lesions are more commonly found on juvenile crania, and according to StuartMacadam (1985) their bones will be more susceptible to hypertrophic alterations since they are still growing and subadult bones are more malleable and flexible. On the contrary, adult bone will not be as responsive to anemia. In clinical cases it was found that PH occurring in adults is likely a result of childhood anemia, or a severe and/or chronic case of anemia (Stuart-Macadam 1985, 1992). There is also a significant correlation between porotic hyperostosis lesions and growth disruption in the form of: reduced stature, enamel hypoplasia, and metopism (Stuart-Macadam 1985, 1992; Mensforth et al. 1978). According to Mensforth et al. (1978) there is something called “anemia of prematurity” in which premature and low birthweight infants experience an early iron deficiency anemia. A case study conducted examined subadults from the Libben skeletal collection for the presence of porotic hyperostosis. They found a lack of growth that began around their first year, and 10 continued until childhood. In several cases, ‘catch-up’ growth occurred in the 8.5-11.5 year range. Stuart-Macadam (1985) also found evidence of increased enamel hypoplasia, and a statistically significant number of metopism in individuals that suffered from PH or cribra orbitalia. In Walker et al.’s (2009) view the bioarchaeological data corresponds well with modern clinical studies that show children have a reduced capacity to sustain elevated red blood cell production. Anemia: Etiologies Anemia has three main etiologies: genetics, diet, and bacterial diseases. These are not mutually exclusive, and often times a combination of them cause porotic hyperostosis lesions. Angel (1966) was one of the first anthropologists to correctly diagnose one of the etiologies of porotic hyperostosis. He attributed the lesions to anemia cause by thalassemia and sickle cell anemia. Genetic Thalassemia is caused by a variety of genetic mutations at different genetic loci that code for the structure of the globin chains of hemoglobin. This causes the synthesis of the globin chain to fail, which triggers the formation of RBCs with reduced hemoglobin content. The severity of thalassemia is dependent on the homozygosity for the mutation (Aufderheide and RodriquezMartin 1998). Another genetic anemia is sickle cell anemia or sicklemia. This genetic mutation affects a single locus resulting in the substitution of a single amino acid in the hemoglobin beta chain. This substitution distorts the RBC into an elongated shape that causes the RBC to be removed. In turn, the marrow is left with the huge task of replacing all the RBCs. 11 The less well-known genetic anemias are milder and are grouped under hereditary spherocytosis. These are hereditary diseases that involve mutations affecting the function of enzymes used in the burning of glucose within the RBC (Aufderheide and Rodriquez-Martin 1998). Angel (1966) found that porotic hyperostosis extends over the malaria belt across Africa and Asia. High gene frequencies for abnormal hemoglobin would be selected for in populations that are affected by malaria as a defense against the disease. Also genetic anemias better justify PH lesions found in adults since they are chronic conditions, but their incidence in world populations is relatively low when compared to the high frequency of porotic hyperostosis in archaeological collections (Stuart-Macadam 1992). Dietary The high frequencies of porotic hyperostosis lesions have been attributed to diet. Acquired iron deficiency anemia has been the favored etiology for PH found in the archaeological record. It has been so popular that PH is often used as a nutritional stress indicator (El-Najjar et al. 1976, Mensforth et al. 1978, Goodman et al. 1988). Another dietary deficiency recently introduced is megaloblastic anemia. This anemia is a chronic dietary deficiency of vitamin B12 and/or folic acid. Vitamin B12 is found almost exclusively in animal foods. Today, individuals who practice veganism have higher rates of megaloblastic anemia, and even multiple recurrent infections, and growth retardations. These symptoms increase with pregnancy and lactation (Walker et al. 2009). El-Najjar et al. (1976) developed the maize-dependency hypothesis. Their proposition explains how maize and cereal grain diets contain phytic acid, which not only lack iron, but actually inhibit the absorption of dietary iron by the intestines. Other vegetable sources also have difficult iron absorption. The frequency of porotic hyperostosis lesions increases in populations 12 that shift to the production of a dietary staple, and lack meat from hunting. This practice contributes to both iron deficiency and megaloblastic anemia. Agriculture not only affected anemia through a staple diet, but through the physical strain it causes as well. Agricultural work increases the cardiovascular and metabolic systems, which in turn increases anemic symptoms. Mild iron deficiency anemias will not intensify or have stronger symptoms when a body is at rest (Mensforth et al. 1978, Walker et al. 2009). Culture and Environment Important cultural and environmental factors affect iron deficiency and megaloblastic anemia. For example, weaning practices and age or sex specific food restrictions and taboos can contribute to chronic malnutrition (Mensforth et al. 1978). Bone chemistry research from Pueblo populations present evidence that males consumed a greater proportion of meat than females (Walker et al. 2009). Epidemiological studies have noted that prolonged milk feeding and weaning diets of maize or corn gruels are quite frequently found in association with high frequency of anemia in infants (Pearson et al. 2010, Ashworth et al. 1973). In addition, if mothers lack vitamin B12 their infants will be born with low reserves. The situation will only be worsened as the B12 deficient mother breastfeeds the infant. Likewise, fetuses exposed to B12 deficiencies regularly develop postnatal immunity problems that increase their vulnerability to infections (Molloy et al. 2008). It is important to remember that nutrition encompasses more than just diet. Both medical and epidemiological studies have demonstrated that infant and child morbidity/mortality are connected with the interactions between both nutritional deficiencies and infectious disease (Walker et al. 2009). Most nutritional deficiencies are triggered or intensified by infectious diseases, especially when an individual is on a nutritional borderline (Mensforth et al. 1978). An 13 example of this is weanling diarrhea or a gastrointestinal infection often caused by the sanitation problems that come with sedentism. For instance, in a Puebloan village, individuals had fecal material close to their homes. In times of rain the fecal matter contaminated some water sources, this bad sanitation caused major bacterial disease especially for infants who were more susceptible (Walker et al. 2009). Hookworm infestations, another form of environmental contamination, may lead to intestinal blood loss and chronic iron-deficiency anemia in tropical and subtropical regions of the world (Mensforth et al. 1978). Malaria is another disease that is more easily transmitted to larger more sedentary populations. The malarial parasite invades RBCs and causes premature destruction. Equatorial regions have more warm, and humid conditions that are favorable for micro-organisms (Stuart-Macadam 1992, Holland and O’Brien 1997). Stuart-Macadam (1992) explores new developments in the etiology of porotic hyperostosis in which parasites have the strongest effect on PH lesions. Iron plays an important role in the defense system of the human body, and according to her, diet has a minor effect in the development of iron deficiency anemia except for cases of chronic malnutrition. In a different study, Arthur and Isbister (1987) state that even if an individual takes little to no iron, it would take at least two to three years for iron deficiency anemia to develop. In this explanation iron deficiency is not a negative condition, but a defense against some diseases. Many microorganisms need iron to be able to replicate, the human body has the ability to minimize the iron available to these organism. In other words, the body reduces iron intake and absorption to defend itself from pathogens. Iron deficiency is actually an advantage in environments with many disease organisms, including bacteria, fungi, and parasites. If porotic hyperostosis lesions are examined thoroughly, four major trends are apparent that include temporal, geographic, and ecological trends (Stuart-Macadam 1992). The frequency of PH increases: (1) during the Neolithic, (2) with the adoption of agriculture, (3) closer to the equator, and (4) in lowland or coastal sites. On the 14 other hand, lesion frequency decreases toward the 20th century when better sanitation practices are introduced, and in highland environments less amiable for micro-organisms. These patterns are logical because pathogen load is dependent on: climate, geography, topography, population size and density, hygiene, food, resources, seasonality, customs and subsistence patterns (StuartMacadam 1992). Pathogen load helps explain the trends in time and space, which include increased: sedentism, aggregation, and population density that resulted in greater exposure to pathogens. Later in the 20th century, improvements in sanitation and hygiene prevented the spread of these micro-organisms. Iron deficiency anemia can be surpassed when other factors such as physiological status (e.g. pregnancy) growth requirements, blood loss (as in parasitic infestation), or in rare cases diet, may tip the balance. Also, populations that are constantly exposed to heavy pathogen loads adapt by lowering their iron levels, this increases their susceptibility to iron deficiency anemia (Stuart-Macadam 1992). Scoring Method The term porotic hyperostosis has become synonymous with anemia in bioarchaeological research. While hereditary anemias are rare and occur occasionally in Old World collections, most PH in New World collections occur from nutritional deficiencies, infectious disease, and/or parasitism. The occurrence of these lesions is scored as a measure of population health, and these studies often score PH on a presence/absence basis. However, it is important to distinguish between cancellous hypertrophy (“hair-on-end” pattern) and lamellar expansion (“onion-skin”). This distinction will allow for the differentiation of porotic hyperostosis, “hair-on-end”, from lamellar bone production (Buikstra and Ubelaker 1994). The first standardized scoring method was defined and used by Stuart-Macadam (1982, 1985). She was also the first to include diploë thickening into her scoring method. She had three 15 main levels of severity: (1) light – with scattered fine foramina, (2) medium – large and small isolated foramina with some of the foramina coalesced to form trabeculae, and (3) severe – outgrowth in trabecular structure from the normal contour of the outer bone table. Almost a decade after, Buikstra and Ubelaker (1994) developed another scoring method for PH. Their method is more thorough and detailed, covering several degrees, locations, stages of expression and include cribra orbitalia in the scoring. 6.0.0 Porotic Hyperostosis (frontal, parietal, occipital bones) 6.1.0 Degree 6.1.1 Barely discernible 6.1.2 Porosity only 6.1.3 Porosity with coalescence of foramina, no thickening 6.1.4 Coalescing foramina with increased thickness 6.2.0 Location 6.2.1 Orbits 6.2.2 Adjacent to sutures 6.2.3 Near bosses or within squamous portion of occipital 6.2.4 Both adjacent to suture and within orbits 6.2.5 Both adjacent to suture and near bosses/in squamous 6.3.0 Activity 6.3.1 Active at time of death 6.3.2 Healed 6.3.3 Mixed reaction: evidence of healing + active lesions 16 A more recent scoring method is the data collection codebook for the Global History of Health Project (GHHP)(Steckel et al. 2006). It was adapted from an earlier version created for the Western Hemisphere Project (Steckel and Rose 2002). The codebook can be used to analyze and record health (chronic morbidity) in various populations from different localities and time periods. The researchers developed a laptop-based software to standardize and improve data collection. The software and codebook record lesions indicative of diseases such as: rickets, scurvy, tuberculosis, leprosy, and treponematosis, all of which affected the morbidity and mortality of historic and pre-historic populations. Under GHHP, the scoring system for cribra orbitalia is as follows (Figure 2.3): 0 No orbits present for observation 1 Absent with at least one observable orbit 2 A cluster of mostly fine foramina covering a small area (≤1 !" ! ) 3 Substantial area (> 1 !" ! ) covered by small and/or larger foramina with a tendency to cluster together. Figure 2.3 Standard for scoring cribra orbitalia (Steckel et al. 2006). 17 Under GHHP, the scoring system for porotic hyperostosis is as follows (Figure 2.4): 0 No parietals present for observation 1 Absent with at least one observable parietal 2 Presence of slight pitting or severe parietal porosity 3 Gross parietal lesion with excessive expansion and exposed diploë Figure 2.4 Standard for scoring porotic hyperostosis (Steckel et al. 2006). Archaeological Record of Anemia The first known references to these lesions occurred as early as 1888. Welcker (1888) describes the porosity of cribra orbitalia and its varying degrees. Hrdlička (1913) came across porotic hyperostosis in a collection of pre-Columbian Peruvian Indians, and he called them symmetrical osteoporosis (as cited in Mensforth et al. 1978). In 1929, Williams studied the prehistoric Anasazi infants from Arizona and Utah. He determined that porotic hyperostosis was the result of marrow hyperplasia due to anemia. Hooton (1930) reported an incidence of 66.7% of porotic hyperostosis in Pecos Pueblo children. He suggested the hypervascularization was due to cranial deformation. Müller (1935) dubbed these lesions “osteoporosis of the cranium” while studying three cases at Soerabaja, Java. Cribra cranii was explored by Henschen in his (1961) 18 publication, Cribra cranii, a skull condition said to be of racial or geographical nature. Spongy hyperostosis was analyzed and described by Putschar (1966). Nathan and Haas (1966) suggested that nutritional deficiencies are the most probable cause of porotic hyperostosis. A variety of descriptive terms accompanied by diverse etiologies have been proposed. All of these studies demonstrate that porotic hyperostosis and cribra orbitalia lesions have a wide spread geographical distribution and occur frequently along the equator. A classic study on porotic hyperostosis, cited by many anthropologists, is J. Lawrence Angel’s (1966) publication. While studying ancient skeletal remains in the Anatolian region, Angel (1966) noted the presence of porotic hyperostosis and pondered its etiology. He suggested that the lesions were diseases, consequence of thalassemia or sicklemia, and that the anemias are maintained by falciparum malaria. He found falciparum malaria concentrated over the anopheline belts of the Old World, concurrent with porotic hyperostosis. Falciparum malaria however is not found in the New World; Angel attributes the lesions in this part of the world to parasitism or iron-deficiency anemia. Porotic hyperostosis became even more common with the commencement of agriculture in Anatolia, Greece and Cyprus. In 1974 Carlson et al. researched the occurrence of cribra orbitalia in Nubian skeletal remains. They found that among 285 individuals examined, the largest concentration of lesions was among infants and older individuals. For the first time they considered environmental factors that affected the occurrence of cribra orbitalia. In locations where parasitic infection was high, the diet was poor in iron, and weanling diarrhea was frequent, the lesion frequency increased. The authors suspect that chronic iron deficiency is the main factor affecting lesion frequency. El-Najjar and colleagues (1976) confirmed Angel’s results by studying 539 crania of two different Native American groups in the southwestern United States, one maize and one nonmaize dependent society. They noted that the maize-dependent group experienced a higher 19 frequency of porotic hyperostosis and concluded that this stems from phytates in maize, which inhibit the absorption of iron in the blood, leading to iron deficiency. According to modern radiographic studies, Native American populations currently living in the southwestern United States have some of the highest frequencies of these cranial lesions, however, they do not have high rates of inherited hemolytic anemia. Due to this, researchers have focused on iron deficiency anemia as the most likely explanation (El-Najjar et al. 1976, Walker 1985). In 1977, Lallo et al. analyzed 269 crania from a variety of adaptations and temporal phases that included: hunting and gathering (Late Woodland, A.D. 900-1050), transitional (Mississippian Acculturated Late Woodland, A.D. 1050-1150), and agricultural (Middle Mississippian, A.D. 1150-1350). The sample from Lorain, Ohio was examined for the presence of porotic hyperostosis and cribra orbitalia. Their well-known results indicated that lesions were more severe in agricultural populations than hunting and gathering groups, and even more so in children than in adults. Their study is one of the first to discover an association between porotic hyperostosis and infectious disease, and in addition, to suggest an interaction between biological and cultural factors. They determined that these “synergistic” interactions are instrumental in the etiology of porotic hyperostosis. Mensforth and colleagues (1978) sought to improve the methodology of porotic hyperostosis and cribra orbitalia studies, as well as improve and refine epidemiological investigations. They investigated hypochromic microcytic iron deficiency anemia and determined that an important risk factor for anemia is the rate of growth, which affects infants and adolescents. This anemia commonly affects infants between 6 and 24 months. It is treatable in modern societies but in developing countries the condition is typically more severe. Hypochromic microcytic anemia can rarely be attributed to a single factor. Some factors include: iron stores at birth, birthweight, rate of growth in conjunction with nutritional status, diet, infectious disease 20 and some cultural practices. The researchers conducted a paleodemographic analysis on the Libben skeletal collection with low infant and child mortality, and found that porotic hyperostosis frequency fits the age-specific distribution of hypochromic microcytic iron deficiency anemia. In summary, Mensforth et al. propose that the etiology of porotic hyperostosis in infants and children can best be understood in terms of the collaborative interactions among diet and infectious disease. Accurate diagnosis of PH must consider all relevant age and sex specific factors as they relate to physiological, biological, cultural, and environmental adaptation. In 1985 Stuart-Macadam explored porotic hyperostosis lesions and developed a new agerelated theory. PH seen in adults has often been assumed to represent anemia acquired in adulthood, but anemia usually affects children to a much greater extent. She determined that porotic hyperostosis seen in adults is most probably representative of an anemia acquired during early childhood, as the result of growth period bone changes. Using Nathan and Haas (1966) scoring system for severity of PH, Stuart-Macadam found statistical significance between the presence of PH or CO, and an increased incidence of enamel hypoplasia and metopism in children. She determined that anemia and other stressors would affect children to a higher degree due to the plasticity and susceptibility to alterations in their bones, adult bones are less malleable. Pueblo populations have exhibited a high frequency of porotic hyperostosis lesions, and have been used in several stress, and diet deficiency studies. Paleopathological and paleodemographic studies use PH to reconstruct past population adaptations (Goodman et al. 1988). Walker et al. (1985) constructed a thorough case study in which they looked at dietary changes in the same population over time in ancestral Puebloans. They investigated several pathologies as additional lines of evidence for dietary, population, cultural, and environmental changes over time. Early on, after the overhunting of large game, the population became increasingly dependent on maize. By the time of European contact between 70%-90% of the 21 calories in their diet came from maize consumption. Dental caries increased significantly in accordance with maize intensification. Droughts and famine are remembered with horrible myths of cannibalism, and the purposeful starvation of children. Skeletal remains also suggest that nutritional shortfalls were common. With increased maize production, there is a parallel decline of pinion trees. With a lack of trees there is a decrease in fuel for cooking, and this in turn provide negative nutritional consequences. Depletion of plant environments was accompanied with the loss of wild game and a valuable source of B12. In addition, sanitation problems associated with sedentism and raising turkey contaminated many water sources. This introduced major diseases and health problems. Infant mortality rates increased from gastrointestinal infections attributed to poor hygiene. In addition, cultural practices limited the amount of meat consumption in women and children, which added to the nutritional stress and infections susceptibility (Walker et al. 2009). These case studies demonstrate how anemia is influenced by a number of factors. It is a synergetic interaction of diet, environment, culture and even genetics. Iron absorption depends on an individual’s need, their age, and sex. Anemia is rarely affected by a single factor; realistically several etiologies are at play. There is a complex interaction between environmental and cultural factors involved in generating these lesions. These nutritional marks affect children and premenopausal females more often, and there is a parallel correlation between PH and growth. Porotic hyperostosis lesions are caused by iron or B12 deficiency, which have three main etiologies: genetics, diet or disease. Genetic anemias are less common in populations, and does not account for all the porotic hyperostosis lesions found in the archaeological record. For this reason when the nutritional status of a population is being analyzed in bioarchaeology, researchers have to understand the complexity of these lesions, and their realistic occurrence. Based on this research, it can be stated that diet deficiency and infectious disease cause the 22 majority of PH lesions found in archaeological collections. More often than not, a combination of these will be responsible for the evidence we find. We cannot diagnose a population with skeletal material alone, but we can get an idea of stress (both dietary and infectious) based on pathological lesions. Paleodemography Paleodemography is the study of characteristics such as mortality, fertility and migration specific to ancient human populations derived from archaeological samples (Hoppa 2002). J. Lawrence Angel did the first study in this field by investigating the life expectancy in ancient Greece (Angel 1947). Paleodemography uses skeletal remains to provide demographic information on past populations (Angel 1947). By understanding the mortality of an individual or group, anthropologists can develop an idea of the health or stress of a population and how successful they were at adapting to their environment. In most cases, the initial paleodemographic studies utilized abridged life tables to interpret mortality profiles in ancient populations. Life tables are arrangements of age specific mortality, which provide demographic information and a quick outline of mortality rates for a specific population (Angel 1947). It is therefore, an effective way to represent the mortality experience of the La Ventilla population. Life tables provide an abundance of calculations, more importantly the probability of dying and the proportion of survivors at a specific age cohort. The life table used in this study, also one of the most common, examines a population at a given time, such as a year or five years and records the mortality pattern seen at each age group (Weiss 1973, Coale and Demeny 1983, Storey 1992). The skeletal collection, or sample, has to be representative of the population. Ideally the population should be stable or close to it to provide the best results. A population that is stable 23 will have an equal number of births and deaths, and no migration should exist. Fluctuations in fertility are a problem when calculating life tables because they directly affect mortality proportions. Actually, life tables measure fertility more so than mortality. In existent populations there is a fluctuation of births and deaths from year to year. Estimates of fertility and mortality rates must be averaged over a number of years (Sattenspiel and Harpending 1983). If a skeletal sample spans several generations, the model for a stationary population is justified. The majority of archeological populations cover very long time periods, and this reduces the effects of changes in fertility and migrations that affect age distribution in life tables (Weiss 1973). The most commonly used life tables (Weiss 1973, Coale and Demeny 1983) were developed from nineteenth and twentieth century European populations. This makes the calculations biased toward certain mortality patterns that may or may not be representative of other populations. It is important to use a life table that fits well with the patterns seen in the population being studied. This can be accomplished by using life tables developed for populations of similar time periods, and more importantly of similar environments and substance patterns. Additionally, growth and age indicators are population specific. Similarities need to be found between the study population and the original reference sample (Hoppa 2002). Demography in Europe was affected by the size and density of the population. Before the Industrial Revolution and modern medicine, life expectancy was shorter and mortality rates were higher in cities. This was due to the lack of hygiene and sanitation in densely populated urban areas. Also, these residents relied on food that was either imported or grown outside of the city. If the harvest failed, these dependent citizens would suffer from the lack of food and malnourishment (Wrigley 1969, Armelagos 1990). Similarly, the residents of Teotihuacan lived in a very densely populated city. Although its inhabitants did not suffer from the same diseases as early European cities, they did have other tropical diseases that were likely perpetuated in the 24 crowded urban center. Additionally, the residents of La Ventilla were dependent on the food that was grown elsewhere (Storey 1992). Due to the similarities in environment and subsistent patterns between the two, this study will compute a life table that used a European population as the original reference sample. 25 CHAPTER 3 HISTORY OF TEOTIHUACAN AND LA VENTILLA Teotihuacan Teotihuacan was an extraordinary city both in its size, and in its urban planning. It had an urbanized capital surrounded by villages, and a multiethnic population. The ancient city is located approximately 30 miles northeast of Mexico City, in the Valley of Teotihuacan in the Basin of Mexico (Figure 3.1). The ancient inhabitants chose to live in a Valley that was 9.5 miles long from northeast to southeast, and 4.5 miles wide (Ordoñez 1979, Sanders et al. 1979). This settlement choice was likely due to the valley’s excellent environmental conditions, the eruption of the volcano Xitle, and its caves that were symbolic to ancient Teotihuacanos. Caves are important in Mesoamerican ideologies because they are believed to be sacred places of emergence, and a passageway leading to the underworld (Heyden 1975; Taube 1986; Evans and Berlo 1992; Millon 1981, 1992, 1994; Manzanilla 2002; Brady and Prufer 2005; Healy 2007). Environment The Basin of Mexico is a highland plateau in central Mexico with a semiarid environment, and an elevation of 2250m above sea level (Cowgill 2008). It is located in a strategic spot for trade routes throughout Mexico, and also contains a rich variety of natural resources (Millon 1976). Deep alluvial soils and a number of natural springs provide the potential 26 for agriculture in the arid environment, while Lake Texcoco would have supplied the ancient inhabitants with fish and waterfowl (Millon 1973b, Millon 1994, Pasztory 1988). Figure 3.1 Map of Valle de Mexico (Adapted from Carballo, 2007) Volcanoes surround the basin, and these offered both gray and green obsidian for the building and manufacturing of ground stone tools. Access and control of these obsidian deposits was a major contributor to the rise of urbanization at Teotihuacan (Cowgill 2008). The area also 27 had several streams running off of volcanoes, which provided a source of irrigation for drier areas in the valley (Millon 1973b, Sanders and Santley 1983, Kurtz 1987, Pasztory 1988, Evans and Berlo 1992). All of these features were likely key to the rise of Teotihuacan as an economically and ideologically important city. Chronology Current research has dated the establishment of Teotihuacan at around 100 BC. During the Patlachique phase (150-1 BC) or Late Preclassic (Table 3.1), the population of the site is estimated to have been around 20,000 to 40,000 individuals, a very substantial number by that date (Pasztory 1988, Evans and Berlo 1992, Millon 1992). Most of the early inhabitants were dedicated to agricultural production, but even at this early period the city had exceeded the carrying capacity of the valley. The recent identification of large canals and cropping systems dating to about the same period would have favored population growth, and supported the nutrition of a large agricultural population (Gómez-Chávez 2012). Some researchers believe that political or military powers forced a centralization of the Basin’s population into Teotihuacan (Sanders et al. 1979, Millon R 1988, Sanders and Webster 1988). In addition, the sudden migration to Teotihuacan was motivated even further by the eruption of the volcano Xitle around 100 BC. At this point in time, Teotihuacan was one of two large centers in the Basin of Mexico, the other was Cuicuilco (Sanders et al. 1979, Evans and Berlo 1992, Trigger 2003). The eruption of the Xitle volcano affected the settlement patterns of Teotihuacan, by burying Cuicuilco. Cuicuilco’s population was specialized in the production of goods, commercial exchange, services, and management. Left without a home, many of Cuicuilco’s inhabitants settled in Teotihuacan (Parsons 1976, Pasztory 1988, Evans and Berlo 1992). Around 100 A.D. agriculture was no longer the basis of the economy and became one 28 aspect of it. The city spread rapidly, ironically over the most suitable lands for agriculture. Canal systems were quickly replaced by drainage systems. Over time, the division of labor and specialization in craft production brought about a separation between agriculture and urban life (Cowgill 1997, 2003; Gómez-Chávez 2012). Table 3.1 General Chronology (Modified from Sugiyama 2005) During the Terminal Preclassic, or Tzacualli (AD 1-100) and Miccaotli (AD 100-200) phases, the city expanded to around 20km! , and the population rose to an estimated 80,000 individuals. This was about 90% of the population of the Basin of Mexico (Millon R 1988, 1992; Cowgill 1997, 2008). Prior to A.D. 150 most of the construction at Teotihuacan was concentrated on the grand pyramids along the Avenue of the Dead. During the end of the Miccaotli and 29 beginning of the Tlamimilolpa periods (A.D. 200-250) urbanization began (Sugiyama 1993; Cowgill 1997, 2003; Headrick 2007). In the Early Classic Tlamimilolpa (AD 200-400), there were a number of possible political upheavals. The Feathered Serpent Pyramid and the subsequent building directly in front of it appear to have suffered limited desecration around AD 300 (Cowgill 1983, 2008). Monumental construction comparable to the previous time period halted, and enormous energy was expended, instead, on the construction of apartment compounds (Millon 1976). Domestic building accelerated during the Tlamimilolpa period (A.D. 225-350) when many of the approximately 2,000 apartment compounds were built (Sugiyama 1993; Cowgill 1997, 2003; Headrick 2007). There was little change during the Late Classic Xolalpan phase (AD 400-650), which continued the trends of the Tlamimilolpa phase. The population estimated to have plateaued between 100,000 and 200,000, and the apartment compounds built during the former time period continued to be rebuilt with limited alterations for at least 400 years (Millon 1973a, 1973b, 1976, 1981, 1992; Kolb 1987; Pasztory 1988) The final Teotihuacan phase, the Late Classic Metepec (AD 650-750), saw the sudden and drastic abandonment of the city. Millon (1981, 1988, 1992) describes a deliberate and systematic destruction directed toward the polity of the city. A large number of fires were set directed at the monumental architecture along the Avenue of the Dead and a few associated temples in other parts of the city. The length of time that it would have taken to set the fires and the seemingly controlled nature of them has led Millon to suggest that the destruction may have been led by Teotihuacanos, either due to an internal political crisis or, it could alternatively represent the completion of a time cycle that required ritual destruction for renewal (Millon 1981, 1988, 1992). The ruling powers of Teotihuacan were collective in nature. Some researchers have 30 speculated that growing competition between previously cooperative groups, along with new and aggressive centers coming to power in Mesoamerica after AD 600, could have lead to the central governments collapse (Millon 1981, 1992; Pasztory 1988). Headrick (1999) proposed that the targeted fires could have been used for the same purposes as in Mixtec beliefs. If the ruling entities were related, then the multiple lineages may have represented mortuary bundles buried along the Avenue of the Dead. The burning of mortuary bundles would have effectively delegitimized the power of the dominant group. Manzanilla (2006) has studied the Teopancaxco apartment compound, southeast of the Ciudadela. She found that toward the end of Teotihuacan's history, intermediate-level elites were acquiring wealth and power without the permission of the central government. This would have been a sign of a weakening state authority, and agrees with the central government collapse theory as opposed to the ritualistic burning, or warfare theories. Archaeological History of Teotihuacan The archaeological history of the ancient city of Teotihuacan is immense. There is a wealth of information, product of the researchers who have tried to break down the history of this great metropolis. Because of the abundance of information, a general overview of the archaeological history provided here describes the major proposals and approaches to the study of Teotihuacan. After its fall, the city of Teotihuacan was not forgotten. The Mexica described what was left of the ancient city and adopted it to their history. Evidence of this was found in the Templo Mayor where Teotihuacan objects were used as offerings for their deities (López Luján, 1989). Even the name Teotihuacan was given by the Nahuatl-speaking Aztec centuries after the fall of the city. Teotihuacan is a Nahuatl (Aztec) name meaning "place where gods were born”. The Aztecs believed that the gods created the universe at the site and for this reason they gave the city 31 its name (Millon 1993). This was the earliest interest of Teotihuacan history and its inhabitants. Later during the Spanish conquest and evangelization, some Spanish friars took it upon themselves to record the customs, myths, and ways of life of the natives. In Fray Bernardino de Sahagún’s book, Historia general de las cosas de Nueva España, there is a reference to the existence of an ancient city called Teotihuacan, where the gods met for the creation of man (Cowgill 2008). Bernal (1979) notes that the first archaeological excavations were reported by Lorenzo Boturini, who describes the investigations done by Don Carlos de Sigüenza y Góngora in 1675. He explored the Pyramid of the Sun, and reported that the structure was hollow and that it contained a tomb inside (Bernal 1979). Later a traveler named Alejandro de Humboltd also explored the same pyramid and his description was in agreement with Sigüenza y Góngora, the pyramid was a large hollowed structure (Schávelzon 1983). In 1863, Antonio García Cubas explored the Moon Pyramid, and its tunnel. He cleared off a layer of debris, and cleaned the edges of the southeastern corner of the structure. The following year (1864) the Comisión Científica de Pachuca, led by the engineer Ramón Almaraz, developed a research project to excavate and draw the levels of the Pyramids of the Sun, the Moon and the Ciudadela. Desiré Charnay excavated a few superimposed structures and took photographs of what constituted the archaeological site at the time (Schávelzon 1983). On the celebration of the centennial of Mexican independence in 1910, Porfirio Díaz chose Teotihuacan as part of the celebration. He selected the Pyramid of the Sun as an emblem, and for this he commissioned Leopoldo Batres to scan and reconstruct all the structures along the Avenue of the Dead (Flores 2013). In 1917 Manuel Gamio began an interdisciplinary study on both the ancient and modern population of the Valley of Teotihuacan. He published La población del Valle de Teotihuacán in 32 1922. During his exploration he uses stratigraphic methodology for his excavations on the Temple of the Feathered Serpent, and the Pyramid of the Sun. Between 1939 and 1942 Sigvald Linné excavated the compounds that are now know as Xolalpan and Tlamimilolpa. His results explained for the first time, the sequence of occupation of lower status compounds. A separate archaeologist, Alfonso Caso (1942), was in charge of digging the Tepantitla residential complex, where he describes the mural called Tlalocan as an earthly paradise. In 1944 and 1950 Pedro Armillas’s study of the Avenue of the Dead, and Eduardo Noguera’s of the North-East sector of the Valley, contributed to the establishment of Teotihuacan’s first chronologies. During the 1960s the Instituto Nacional de Antropología e Historia directed a large research project carried out by Ignacio Bernal. The Teotihuacan 62-64 project’s aim was to improve the understanding of the ancient city layout, as well as conduct excavations of the Moon Pyramid, the Avenue of the Dead and the Temple of the Quetzalpapálotl (Acosta 1964). During this project additional excavations were commenced on several neighborhoods: La Ventilla (Juan Vidarte), Tetitla and Atetelco (Séjourne 1959, 1966). In the seventies, the Teotihuacan Mapping Project was initiated by René Millon. His tremendous effort culminated in a very detailed map of the ancient city that provided clear limits and diachronic spatial developments. Because of this research, important topics in Mesoamerican archaeology began to arise such as the social organization of Teotihuacan, and the first speculations about the fall of the city (Millon 1973a, 1973b). During the same time, William Sanders and colleagues were working under a cultural ecology perspective to understand the past and present of the Valley of Mexico. They wanted to discover how population density in the Valley of Mexico affected Teotihuacan, Teotihuacan-dependent rural communities, and the farming crisis that could have affected the city due to the overexploitation of natural resources (Sanders et al. 1979). Also at this time, the first faunal and paleoenvironmental studies were 33 conducted for the Valley of Teotihuacan. This type of research painted a picture of ancient everyday life, its mode of subsistence and the environment that affected it (McClung 1978, 1987). In regards to mural paintings, studies began by exploring the characteristics and techniques in which different designs and themes were carried out (Montes 1972). Clara Millon (1988) studied iconography in mural painting, and related them to sacrifice, and Beatriz De La Fuente (1995) catalogued the Teotihuacan murals. By the eighties, the Instituto Nacional de Antropología e Historia began the Teotihuacan 80-82 Project, this time it was carried out by Rubén Cabrera Castro. Their main objective was to learn about ancient Teotihuacan city planning, by studying the architectural aspects of the different compound structures, and what the architectural transformation implied about social processes and religion (Cabrera et al. 1982). To answer these, excavations were conducted on the Ciudadela, the Northwest compound of San Juan, the western section of the Avenue of the Dead, several domestic structures, and caves. During the same project, Evelyn Rattray provided knowledge about the merchant barrio that offered a clearer picture about the ethnic formation of the ancient city. The excavation done by George Cowgill and Ruben Cabrera in the Temple of Quetzalcóatl, provided information about the state organization and the practice of human sacrifice in Teotihuacan (Cabrera 1989). Another large archaeological project in Teotihuacan was the Proyecto Especial Teotihuacán 92-94. In charge of it was Eduardo Matos Moctezuma who conducted several salvage excavations around the outskirts of the city, including La Ventilla and the great platform that surrounds the Pyramid of the Sun. In order to understand the different sections that formed the city of Teotihuacan, Linda Manzanilla prepared a study of Oztoyohualco within the framework of the Antigua Ciudad de Teotihuacán, Primeras Fases de Desarrollo Urbano Project. Here new proposals were developed about the forms of economic and social organization based 34 on ancient lifeways (Matos 1995). Going into the 21st century, no major archaeological projects have been promoted. However, individual researchers have contributed information about both ceremonial centers and peripheral compounds. Evelyn Rattray proposed a chronological evolution based on changes in ceramic dishware in her 2001 publication. Her chronology is supported by carbon 14 dating, and is considered very reliable. Since 2007 Ruben Cabrera has been studying the urban planning in La Ventilla by identifying the layout of different compounds, neighborhoods, composition and street organization to understand the development of the State in the Valley. They have also initiated the work necessary to open the compound of La Ventilla to the public. Spectators will be able to make their own interpretations about the everyday life of ancient Teotihuacan, Furthermore, Linda Manzanilla continues her studies on noble houses serving as more independent social and economic units (Manzanilla 2006, 2007) The department of salvage archaeology makes explorations in the periphery of the city, worried that urban growth will destroy and damage the Valley’s history. This department’s explorations have provided important data that helps clarify both social organization and domestic aspects of Teotihuacan (Flores 2013). Site Layout The city layout of Teotihuacan was planned from the construction of its first buildings. The orientation of the entire city faces within 15.5 inches east of astronomical north (Cowgill 2000, 2008). This construction plan was followed entirely from the first buildings to the last structures. It is rare to find this type of consistency over years of change and different state powers. Recently Ian Robertson (1999) applied multivariate statistics and Bayesian methods to the city layout. Based on the Teotihuacan Mapping Project data, he was able to find spatial 35 patterns between the distinct economic classes, and their changes over time. He determined that there was a tendency for higher status individuals to live closer to the center and the lower classes toward the edges. Over time, neighborhoods became less internally diverse. These patterns in the city layout were deliberate and functional for the success of Teotihuacan. The entire site covers a total surface of about 83 square kilometers, and its construction used the natural environment that surrounds it. Cerro Gordo, a volcano, is found to the north, and the Avenue of the Dead runs north to south. The avenue stretches for three miles, and runs directly toward the colossal volcano right in front of the Moon Pyramid. There are a number of enclosed courtyards along the Avenue of the Dead. The Sun Pyramid, the largest of all the structures, falls toward the central point of the main street, on the east side of the avenue. The Ciudadela, an enclosed compound where rulers could have lived, is located toward the southern end of the avenue. In addition to the residential rooms, the Ciudadela has a vast Plaza, and to the rear of the Plaza lies the Pyramid of the Feathered Serpent (Cowgill 1983, Kolb 1987, Millon C 1988, Headrick 2007). The ethnic neighborhoods such as the Oaxaca Barrio, Mechants’ Barrio, and the Michoacán sector were all located in the periphery of the site. Their funerary and ritual practices differed from those that characterized Teotihuacan. The Oaxaca Barrio named Tlailotlacan was studied by Rattray (1993) and Spence (1996). The Merchants’ Barrio housed individuals that originated from the Gulf Coast in Mezquititla and Xocotitla (Rattray 1988). Strontium isotope analysis (87/86 Sr) proposed that most of the residents from this section only stayed for some time and eventually returned to their homeland (Price et al. 2000). Residents from the Oaxaca Barrio kept some of their original traditions, but assimilated to the city’s diet and form of living. Lastly, the Michoacán sector was studied by Gómez-Chávez (1998), and like all other ethnic 36 neighborhoods, it was located at the periphery of Teotihuacan. They constructed right at the edge where these individuals traveling from their native lands first reach the city. Neighborhoods and Apartment Compounds From an archaeological perspective, it is important to establish that a neighborhood is a unique element of cities. Similarly, neighborhoods are defined as a subsystem whose organization and social relationships depend on its economic production processes. It houses a specific urban community in a limited space, and the boundaries are established over several generations and through ancient kinship relations. However, in more urban cases, these neighborhoods can be established by economic production, worship of a patron deity, deep-rooted traditions, or craft specialization (Gómez-Chávez 2012). At Teotihuacan, these neighborhoods were communal spaces holding families usually of the same lineage with varying social classes. These apartment compounds held their everyday activities including their physical, cultural, and religious ideologies. Different groups socialized, produced and exchanged goods and information daily. A Teotihuacan neighborhood had its own temple, and more importantly, administrative bodies and religious institutions that served as intermediaries between the community and the state. Each barrio engaged in a specific craft production, in some cases because the lineage controlled sufficient land to provide key resources. With this type of government system, the neighborhood organization is very important. GómezChávez (2012) proposed a neighborhood model that includes: (1) public buildings associated with different processes such as politics, the management of resources, and religious activity; (2) the public plaza where exchange of commercial goods and information occurred; (3) the residential compounds; and (4) spaces of common use. This model also includes a transportation system (streets), and urban facilities (drains, wells). This complex system occurred through urban 37 planning, administrative process, and spatial organization based on economic and social activities benefitting the state. The apartment compounds in Teotihuacan, were mostly residential structures. These were single story walled compounds made of stone and adobe, and finished with lime plaster, whose space and internal design was unique but which always included a number of rooms, patios, passageways, an underground drainage system and one main patio with at least one temple facing it (Millon 1973b, 1976, 1981, 1994; Manzanilla 1996, 2002; Cowgill 1997). These multifamily compounds were autonomous; each of them had a dormitory, storeroom, kitchen, porch, service patio, and a ritual courtyard for the family patron god, and held multiple families of 60 to 100 individuals (Spence 1971; Cowgill 1983; Pasztory 1992; Manzanilla 1993, 1996). There are three main types of neighborhoods in Teotihuacan. The first is the earliest type, found in the oldest sector of the city – the northwest. This neighborhood had three-temple plazas surrounded by apartment compounds in which a specific craft or activity predominates (Manzanilla 1997). The second type were elite neighborhoods that had formal architectural compounds for each function such as: worship, administration, craft activity, residence, and an open space for festivities, exchange, and ball game. La Ventilla constitutes an elite neighborhood (Gómez-Chávez 2000). The last type were the peripheral multiethnic neighborhoods led by noble “houses” (Manzanilla 2012). This last neighborhood type had similar functional sectors and layout to the previous type with the exception of the expensive finish of mural painting or extra rooms that do not serve a necessary function. Craft Industries/ Levels of Craft Specialization Apartment compounds, sometimes larger areas such as barrios, specialized in a specific craft industry. The crafts intended for the ruling elite were located in the city’s cores close to the 38 Moon Pyramid, the Ciudadela or the Xalla compound. For the intermediate elite, craft industries were located in neighborhoods centers such as La Ventilla and Teopancazco. The rest of the craft production for urban dwellers was found in the periphery of the city (Manzanilla 2012). People of Teotihuacan Teotihuacan did not emphasize their rulers by making statues, portraits, or having glyphs describing them and their accomplishments like the Maya. In actuality, very little is known about state governance. Based on Teotihuacan’s size, the scale of their pyramids, organized layout, and apartment compound system, it was likely ruled by a strong central government. So powerful that there was little need for monuments or publicity. Another possibility is that depictions of Teotihuacan rulers may be misidentified and unrecognized (Cowgill 1997, 2008; Headrick 2007) Little is known about Teotihuacan’s non-elite population before AD 250. Some of the first excavations done Teotihuacan focused on the residential compounds of higher status individuals with polychrome wall-paintings (Cowgill 2008). After Millon’s mapping project, strides were made to understand the entire society of Teotihuacan. One of the compounds with the highest status outside the civic-ceremonial center is La Ventilla. Other districts such as San José 520 are a lot more modest, and are located toward the outer vicinity of the city. The Tlajinga district is also in the southern part of Teotihuacan. Both San José 520 and Tlajinga 33 specialized in pottery production. Storey’s (1992) paleodemographic research has complemented the archaeological data. The individuals living in less privileged neighborhoods suffered from malnutrition more so due to their lower status. Foreigner compounds were also constructed to follow the canonical orientation and organized into apartments, generally with the same setup. They are of lower quality and not always as organized internally as other Teotihuacan compounds, and their outer limits are not 39 always straight rectangles. These compounds were first distinguished by the imported and foreign stylized ceramics. The Oaxaca neighborhood is located toward the western edge, the Merchants enclave to the northeast margin, and in the Tetitla compound Mayan glyphs are found in the mural paintings (Gómez Chavez 2002, Taube 2003, Cowgill 2008). Isotope studies on foreigners were conducted by Spence et al. (2005), Wright (2005), White et al. (2007), and Price et al. (2000) to determine the origin of migrants. The most obvious and general pattern found at Teotihuacan is the direct relationship between location of neighborhood, and status. Those barrios closer to the center enjoyed better lifestyles, and the opposite is true of the peripheral populations. Mortuary Practices/Patterns A set of common mortuary practices occurred during the Classic period at Teotihuacan. The domestic compounds can be clustered into “types” from their context, with the exception of the immigrant neighborhoods who maintained some of their original practices (Sempowski 1994). Burial patterns were often established based on age groups; for example, skeletons of fetuses and newborns were flexed inside a small pit, occasionally inside one or two plates. Flexed individuals from almost all ages and both sexes are found inside semicircular pits, usually with grave goods. These burials are frequently disturbed, uncovered inside rooms and patios of compounds (Storey 1992, Storey et al. 2012). It is common knowledge that there are social differences between compounds and neighborhoods at Teotihuacan. These distinctions are found: in the materials and quality of the architecture, where they are located (e.g. status varies from the center of the city through the periphery), artifact type, and even from the tools left behind at the compounds. The objects found in burials can give some evidence of status inequality, but the burials share a simplicity despite the status of the individual. Differences in architecture are much more pronounced than burials. 40 For this reason the study of disease and health indicators on skeletal remains will give more insight into status and urban living conditions between different compounds (Sempowski 1994, Manzanilla et al. 1999, Storey and Widmer 1999, Storey et al. 2012). The appearance of sedentism and the development of the first cities brought about an increase in disease, infection, and mortality more so than in rural settlements (Cohen 2008). An environment that has many individuals crowded together creates sanitation problems in which infectious diseases are easily contracted, and with the additional threat of poor nutrition, an increase in mortality rates can occur. It was not until the early twentieth century that sanitation and health care improved in urban areas (Storey et al. 2012). Teotihuacan’s semiarid environment along with a lack of sanitation would have caused water contamination that encouraged diseases. According to Storey (1992) the dry season at Teotihuacan was unhealthy with endemic diseases that included: respiratory, bacterial, and gastrointestinal infections and fevers. In addition, the specialization found in Teotihuacan made some individuals largely dependent on the market for food. If there was a lack of food distributed to the city, the dependent residents would have suffered from poor nutrition, another cause of morbidity. Morbidity lesions found on skeletal remains are often times the only source of information concerning health conditions from past populations. These nonspecific pathological lesions provide a record of chronic or severe stresses caused by a combination of disease and malnutrition. Skeletal lesions are common in the Tlajinga 33 sample (Storey 1992). The Tlajinga 33 neighborhood was founded in the Early Tlamimilolpa period (250-300 A.D.), and is located in the southern part of the city west of the Avenue of the Dead. Several dispersed compounds of lower status make up this neighborhood. The modest building materials, its peripheral location, irregular layout, and regularly modest burial offerings, evince the lowstatus of the artisan residents (Widmer and Storey 1993, Cowgill l997). During earlier phases of 41 occupation, the first 100 to 150 years, the community specialized in lapidary production of both rare and common materials: shell, greenstone, slate, travertine, etc. However, in the later phase of the neighborhood, San Martin Orange ceramic was the main production of Tlajinga (Widmer 1991). The compound was abandoned some time in the Early Metepec period. A total of 206 individuals were excavated from Tlajinga, but most of these were represented by a few skeletal elements (Storey et al. 2012). La Ventilla The archaeological zone in Teotihuacan has been excavated for more than 100 years, and in these many years, little study has been done on osteological remains. Skeletal studies have been limited to descriptive analyses, with a lack of analytical research. The excavations at La Ventilla (Figure 3.2) provided the most extensive and important osteological collection found in Figure 3.2 La Ventilla 1992-1994 explorations (Flores 2013) 42 Teotihuacán. The main goal of the researchers in charge of this project was the collaboration of archaeologists and physical anthropologist (Serrano 2003). This type of cooperation will provide answers to questions such as: the differential access and management of resources, production activities (usage, storage, waste, exchange etc.), cultural and custom differences between distinct classes, and an overall idea of the general life of this population (Serrano 2003). Site Overview The ancient compound of La Ventilla is located approximately 500 meters west of the Ciudadela (Figure 3.3, 3.4); right on the outskirts of the road that surrounds the archaeological area. According to Millon and colleagues’ Mapping Project (1973a, 1973b), La Ventilla was located between the sectors N1W2, N1W1, S1W2 and S1W1. Figure 3.3 Location of La Ventilla (Cabrera 2007) 43 Figure 3.4 Map of the ancient city of Teotihuacan (modified Millon1973a/b). In 1865 the first artifacts from La Ventilla were discovered by Ramón Almaraz from the Comisión Científica de Pachuca. He described carved stones in the shape of snakes (Aveleyra 1963). In 1963 the architect Pedro Ramírez Vazquez, project manager of the new National Museum of Anthropology, discovered a stela on the grounds of what was at the time La Ventilla Ranch. After Ramirez’s discovery, the archaeologists Piña Chán conducted excavations at the Ranch to pinpoint the exact location of the stela, and found a series of typical Teotihuacan-style rooms, burials underneath the rooms and ceramics with motifs common in central Veracruz 44 (Aveleyra 1963, Piña Chán 1963). The 1962-1964 Teotihuacan Project was a salvage archaeological project carried out for the construction of a road that would lead from Mexico City to the archaeological site. Only a small section of La Ventilla was excavated for this project by Juan Vidarte. He found part of an archaeological compound with plazas, patios, residential rooms, murals and some burials underneath the ground floors (Vidarte 1964). It was not until the Proyecto Especial Teotihuacán del Instituto Nacional de Antropología e Historia that the entire compound of La Ventilla was explored, a total of 13,000 square meters. The coordinator of the Teotihuacan Project was Eduardo Matos and the field coordinator for La Ventilla was the archaeologist Ruben Cabrera. The excavation sections were broken down into four main groups (Frentes), and diggings began from October 1992 to July 1994. Dr. Carlos Serrano was in charge of the osteological research, and his participation along with a group of physical anthropologists in the excavations was of great importance due to the discovery of more than 301 human burials and a total of 320 skeletons. These osteologists were responsible for the cataloging, conservation, and care of the remains, which have given valuable information about the past Teotihuacános (Serrano 2003). In 2009 the project, El Sistema Urbano, in La Ventilla began with the objectives aimed at determining the urban development and architectural characteristics of different compounds. During this project, further excavations were done in what is considered additional Frentes (5 and 6). In the year 2010, investigations were focused on specific structures. The main one was Templo de Barrio, and they discovered that the platform had access to other structures to the southeast toward the Hórreo Ranch. With permission from the owners they did further investigations and found that the compound extends onto the ranch and other structures exist further to the South (Flores 2013). 45 The main sections from La Ventilla used for this study are Frentes 2 and 5 from the 20102013 excavation project. However to fully understand the complexity of this neighborhood a description of the original four excavation sections from Cabrera (2003) are examined (Figure 3.5). The first Frente spans 4,693 square meters, and is full of religious structures, which leads archaeologists to believe that the section served as a civic-religious area. There are four distinct temporal sections in order from the earliest to the most antiquated: the Building with the Red Edges, Chalchihuites Patio, Central Plaza, and South Plaza. The Building with Red Edges is very Figure 3.5 Map of the Frentes of La Ventilla, Teotihuacan (Flores 2013) 46 literally characterized by red stripes or bands on its edges, dated to Miccaotli and early Tlamimilolpa periods between the years 150 and 250 AD. Other decorations include symbols of xicalcoliuqui, crenellated designs, and interlaced bands and seashells. The architectural highlight in this area is a pyramidal base of a single body with three other bases used to form an elongated square. Chalchihuites Patio section accounts for the next level of occupation during late Tlamimilolpa and early Xolalpan (400-500 AD). It was used as a civic religious structure and there is evidence of sacrifice motifs found in the symbolic figurines and murals. The Central Plaza consists of several buildings arranged around a central plaza. The facades of the square bases are formed by talud tablero walls. In addition, a few burials were found in this structure. The last section, the South Plaza provides a nearly complete layout of the architectural whole, represented by the superposition of three constructive levels integrated into a rectangular square. In the center there are three small superposed temples, and to the East and West two residential areas (Cabrera 2003). In the excavations for Frente 2 several architectural complexes were detected, but the work was focused mainly on the excavation of the residential chambers. These spaces were considerably large, and had an excellent finish; due to these findings, it was most likely inhabited by people who enjoyed a high position in Teotihuacan society (Figure 3.6). In the center of this section, a large pyramidal base is found, constructed with talud tablero walls. Behind it another, smaller base is found and together they form a central grand structure. On either side of these, two separate plazas were constructed: Plaza 1 and Plaza 2. Plaza 2 is also identified as “Plaza de los Glifos”. Its floor is a mural covered in symbolic characters, which some scholars believe could be part of Teotihuacan’s early writing system. “Patio de los Jaguares” was also found in this Frente; its orientation is consistent with the four cardinal directions, and it is decorated with astronomical symbolism and representations of Venus (Cabrera 2003). 47 Figure 3.6 Map of Frente 2 at La Ventilla, Teotihuacan (Flores 2013) Two main residential compounds were found in Frente 3: compounds A and B. Compound A is marked off by the South West and North streets. It is full of residential structures, all of which follow the cosmological design found in all Teotihuacan housing. However, these houses are different from other compounds because they vary in sizes some of which have murals on the floors. The individuals that lived in these compounds specialized in the production of artisanal luxury objects made from: greenstone/jade, shell, slate and other like materials. The 48 majority of burials found in Compound A belonged to perinatals. Compound B was not studied as extensively but the parts of the buildings uncovered showed better quality finishes with many murals. It is clear that this architectural compound represented a residential housing for high status individuals (Cabrera 2003). Frente 4 was excavated into four main sections: 4-A, 4-B, 4-C, and 4-D. The most important structure in this Frente is Plaza Jaguares, which functioned as a market in ancient Teotihuacan. Section 4-A consists of open areas (patios) with some rooms and hallways. However, it was not possible to determine actual limits and barriers, therefor the distribution, occupation, and constructive levels were not determined. Due to the architectural finishes, the large presence of ceramics used for domestic and food preparation, and for the considerable amount of burials found underneath the floors, it was determined that the area served as dwelling units for families or groups dedicated to the production of consumer goods (Paredes 2003). Evidence of food preparation was only found in one of several architectural units which suggests that the food for all of the occupants of the compound was prepared only in one or two rooms. In the same rooms, masonry tools were found on the floors indicating that the same individuals in charge of food preparation were responsible for the compound maintenance (Gómez-Chávez 2012). Chronology was established using pottery fragments. The first layer belonged to the late Xolalpan, and later modifications could have corresponded with Metepec and Coyotlatelco periods. The 22 burials also correspond to these three time periods. Ceramics, polished and carved lithics, plus an additional 14 burials were present in section 4-B. Section 4C was architecturally superior in quality and finish than Sections A and B. Archaeologists discovered a temple with several patios surrounding it, and the murals in this structure have aquatic symbols (stylized shells and water snails) and polychrome feathers. This section was constructed and inhabited during the late Tlamimilolpa, and early Xolalpan. It was built upon again during late Xolalpan and Metepec. 49 Only seven burials were found in 4C. Section 4D has no architecture, just ceramic and lithic debris (Paredes 2003). The finds at La Ventilla are extremely unique, most importantly, the extensive osteological collection. The collaboration established between: Instituto Nacional de Antropología e Historia, la Escuela Nacional de Antropología e Historia, Instituto de investigaciones Antropológica de la UNAM; and the coordination between Dr. Carlos Serrano, Dr. Lourdes Márquez, and archaeologist Rubén Cabrera expanded the expectations of interpretations using an interdisciplinary approach. This will improve ones understanding of this Prehispanic population. People of La Ventilla La Ventilla dates to the Miccaotli to the Metepec periods (200-600 AD), which makes it one of the oldest compounds in Teotihuacan. Paleobotanical and paleozoological studies found that most of caloric intake was obtained through the consumption of: (1) vegetable protein (maize, amaranth, and beans), (2) animal protein (dog, deer, turkey, rabbit, jackrabbit, sweet water fish, duck, pigeon, sparrow-hawk/hawk, quail, turtles, or insects), and (3) vitamins and minerals (purslanes, huauzontle, cactus, prickly pear, tomato, peppers, pumpkin, gourd, plum and caulin) (Ochoa 2003). It is also possible they drank pulque (Manzanilla 1993). Individuals from different Frentes took part in different activities. Frente 1 had spaces devoted to ritual activities and exchange. Frente 2 was originally enclosed by a stone wall, and its architecture is very open with squares/courtyards, and is outlined by temples and wide rooms covered in artwork. Frente 3 is associated with domestic groups. Storage areas, preparation, consumption and disposal of foods are evident. It also had work stations dedicated to artistic objects made from precious stones and shell. The residential rooms were simpler in architecture and finish. Lastly, Frente 4 is a compound formed by several rooms distributed around small 50 courtyards whose function is related to food prep and maintenance of the rest of the compound. Frente 5 sometimes referred to as compound N.5 was inhabited in the later years of Teotihuacan’s existence. West Street is evidently on the west side of the administrative compound. The street provides access to the administrative compound and public areas. Frente 5 is located west of this street. This section of La Ventilla served as a residential structure for the later phases of Teotihuacan (Flores 2013). Toward the end of Teotihuacan’s existence, La Ventilla began to close off the access to streets and the circulation was monitored through guard posts constructed at the intersections of several streets. Many of the city’s compounds only had one entrance, and security was a problem that intensified toward the collapse of the city. It implies that the central government became unstable, and could no longer provide services to the compound such as security, maintenance of urban facilities, and the supply and regular conduct of markets (Gómez-Chávez 2012). Burials and Osteological Material The skeletal sample at La Ventilla is the largest at Teotihuacan with a total of 450 individuals from 312 burials excavated from all four Frentes (Gómez-Chávez and NúñezHernández 1999). A large amount of perinatal individuals were found in varied contexts and situations with the exception of the administrative buildings, which lacked infant remains. Some adult individuals had signs of cremation or burning, while others were mutilated and decapitated. But the most unusual finding was that a large amount of these were primary burials, all of which were flexed, but in different positions. The compound’s varied ritualistic and funerary customs are unusual for Teotihuacan (Cabrera 2003, Gómez-Chávez 2012). Some interesting osteological research has been done on the collection from La Ventilla such as Carlos Serrano’s (2003) study on cranial deformation. He found eight individuals from 51 La Ventilla with light deformation. On the outskirts of La Ventilla B, burials with cranial deformations frequently exhibited tabular erecta modification found from the late Tlamimilolpa (AD 300-400) to late Xolalpan (AD 500-650). It is difficult to tell which exact deformation was used since the skulls are not all articulated, but the most probable modification is tabular erecta. Cranial deformation was found both in male and female remains, and there is still no specificity on whether certain sections of La Ventilla had more deformation than others. Most osteological research has been done on the Temple of Quetzalcoatl sacrificial victims. Ángel (2003) examined dental wear on 82 individuals from the Quetzalcoatl project, some of whom were trophy remains, and are identified only by a maxilla or a mandible and the teeth accompanying them. Merlín and Gallardo Velázquez (2003) conducted a preliminary biodistance study in which they analyzed 59 discrete cranial traits along with 47 postcranial traits. They concluded that a larger sample is needed for further analysis. In 2012, Rebecca Storey and colleagues compared the health differences between the neighborhoods of La Ventilla and Tlajinga 33, two compounds of different status and therefore different urban lifeways. They used 190 burials from the residential sections of Frente 3, of which only 106 individuals could be analyzed. The researchers scored dental enamel hypoplasia, porotic hyperostosis/cribra orbitalia, and periosteal reaction on the tibia (the most susceptible bone). They found a higher presence of health stressors at Tlajinga, especially in younger individuals. This pattern was expected by the researchers because of the overall lower status of Tlajinga and its peripheral location in the city. These indicate problems with hygiene, infections and nutritional deficiencies, all of which contribute to morbidity. 52 Project Specifications This thesis scored the presence of porotic hyperostosis and cribra orbitalia on individuals from La Ventilla. With the archaeological data compiled by Cabrera (2003) and Paredes (2003) it is known that La Ventilla residents enjoyed a more privileged lifestyle especially when they are compared to other compounds such as Tlajinga 33. Storey’s paleodemographic studies (1992, 2012) will serve as a comparison to this research. Similarly, she analyzed porotic hyperostosis for Tlajinga 33 and a separate section of La Ventilla that was not analyzed in this study. Storey however used a different scoring method for PH and CO that does not account for severity of the lesion. Differences were expected to be present on the osteological material, and it is anticipated that lesion frequency will vary. Additionally, a demographic life table from the La Ventilla neighborhood was generated to provide a general overview of mortuary patterns. Focused on this study’s analysis, several hypotheses were developed: 1. Based on archaeological findings, children would exhibit both a higher presence and severity of porotic hyperostosis and cribra orbitalia lesions. 2. Likewise females would be more frequently and severely affected by these lesions than males. 3. Lastly, in a paleopathological comparison of Tlajinga 33 and La Ventilla, we expected to find more frequency and severe lesions of porotic hyperostosis on the skeletons from Tlajinga 33 than from La Ventilla, due to the lower status exhibited by Tlajinga 33. 53 CHAPTER 4 MATERIALS AND METHODS The main skeletal collection of La Ventilla is housed at Teotihuacan behind the Pyramid of the Sun at the Ceramoteca. The collection used in this study is also housed in Teotihuacan right next to the archeologist offices. This specific skeletal collection had recently been excavated, and for this reason, it had not been cleaned or analyzed by any physical anthropologist. To complete this study and analyze skeletal lesion of porotic hyperostosis and cribra orbitalia, the materials had to be cleaned, aged and sexed. Materials and Methods The study sample consisted of 77 individuals from 57 burials representing neonates to full adults. The skeletal collection is comprised of burials from Frentes 2 and 5 in La Ventilla. The urban neighborhood was of an elite status with some fluctuations from Frente to Frente (Gómez-Chávez and Núñez-Hernández 1999). In the residential compounds, a large amount of perinatals were found, with some of the individuals having signs of burning and mutilation (Cabrera 2003, Gómez-Chávez 2012). The La Ventilla site contains habitation and burial materials that span at least from the Miccaotli to Metepec (AD 200-600). The remains used in this study belong to the most recent excavation seasons from 2010-2013. They had never been analyzed, and were still covered with soil and sediment. The preservation of the skeletal remains is poor, being that the majority of the sample is highly fragmented and fragile. The skeletal 54 sample should be representative of Frentes 2 and 5 as a whole, as all ages and sexes are represented. However due to its preservation, age distribution, and skeletal elements present, sex was identifiable for a very limited number of individuals. In addition, of the 77 individuals observed in the initial study, only 67 could be included in the analysis. Various techniques were used to age individuals depending on the completeness of the skeleton, and a combination of these were generally used. In the case of children and adolescents, aging is fairly accurate due to their growth, which leaves indicative markers on the teeth and epiphyses. The skeletal material was aged on the basis of: epiphyseal closure (Buikstra and Ubelaker 1994, Baker et al. 2005), the pattern of dental eruption (Ubelaker 1999), and dental wear (Smith 1984). For the os coxae present the methods used for aging included both pubic symphyses (Suchey and Brooks 1990), and auricular surface aging (Lovejoy et al. 1985, Buckberry and Chamberlain 2002). Visual indicators of sex were analyzed on the skull and the pelvis if present (Bass 1987, and France 1998). The only exception were preadolescent skeletons who where too young to demonstrate indicators of sex. Age distribution and sex is further illustrated in Tables 4.1 and 4.2. Table 4.1 Distribution of Age at La Ventilla Age Perinatals-infants <1 year Children 1-9 years Adolescents 10-19 years Young adults 20-30 years Middle-aged adults 30-49 years Old adults 50+ years Number 10 9 6 12 29 1 Percentage 14.9 13.4 9.0 17.9 43.3 1.5 55 Table 4.2 Distribution of Sex in Relation to Age at La Ventilla Age Adolescents 10-19 years Young adults 20-30 years Middle-aged adults 30-49 years Old adults 50+ years Sex Female Male Unidentified Female Male Unidentified Female Male Unidentified Female Male Unidentified Number 1 2 3 1 4 7 0 7 22 1 0 0 Percentage 2.1 4.2 6.3 2.1 8.3 14.6 0.0 14.6 45.8 2.1 0.0 0.0 The skeletal sample was examined for the presence and severity of porotic hyperostosis and cribra orbitalia. Analysis of the cranial material involved gross macroscopic examination of the external surface of the cranium with a lighted magnifying glass. The collection was scored using the GHHP system (Steckel et al. 2006), which measured presence and severity using a score system of 0-3. The scoring system for cribra orbitalia is: 0 No orbits present for observation 1 Absent with at least one observable orbit 2 A cluster of mostly fine foramina covering a small area (≤1 cm2) 3 Substantial area (> 1 cm2) covered by small and/or larger foramina with a tendency to cluster together. 56 Similarly the scoring method for porotic hyperostosis is: 0 No parietals present for observation 1 Absent with at least one observable parietal 2 Presence of slight pitting or severe parietal porosity 3 Gross parietal lesion with excessive expansion and exposed diploë According to Steckel et al. (2006) to score these lesions at least one eye orbit or parietal must be present. For this study, if two eye orbits or parietals were present for a single individual, then the most severe score (highest score) was recorded. Life Tables The age distributions, or age cohorts, were divided into intervals of varying width due to the difficulty in ageing skeletons of fragmentary nature. Age determination is not always precise for the skeletons of adults as these are determined by deterioration of the bones, and can be affected by the activity done during life. For this reason adults were divided as follows: 20-29 years, 30-49 years, and 50-80 years. The skeletons of younger individuals on the other hand, provide more specific age ranges because age is based off of growth. Growth is specific and provides smaller ranges. They are also broken into finer categories because the first years of life provide insights into childhood mortality, which conveys a great deal about the success of a population (Mensforth et al. 1978). The divisions for perinatals to adolescents are as follows: 011 months, 1-4 years, 5-10 years, and 10-20 years. This specific age organization provides insights into early life morbidity and mortality problems. Individuals who died under the age of one were most likely affected by diseases resulting from birth: prematurity, postpartum infections or injuries, congenital anomalies etc. (Mensforth et al. 1978). Children between the ages of 1-4 were prone to weaning stress and malnutrition, which is commonly seen in anthropological 57 population that have higher mortality rates at these younger ages. In addition, a favorable situation that is lacking from several anthropological populations is present in Teotihuacan. Their mortality practices preserve fetuses and infants, who are usually underrepresented in other archaeological collections (Storey 1992). This life table includes individuals from several phases present at Frentes 2 and 5 at La Ventilla. In addition contingency tables were created to compare the porotic hyperostosis and cribra orbitalia found in this collection with that of Storey et al. (2012) which evaluated the residential structures of Frente 3 of La Ventilla and Tlajinga 33. 58 CHAPTER 5 RESULTS Demographic Data Life Tables The construction of a life table is often times the basis of a paleodemographic analysis. In anthropological populations the expectation is to find a J-shaped human mortality pattern in which there is a high mortality percentage of infants, a decrease in mortality rate of children and adolescents, and another gradual increase in adults and older individuals (Weiss 1973). This pattern is present at La Ventilla if we assume the population is stable. The mortality curve (Figure 5.1) depicts this. Table 5.1 presents a stationary population life table for the burials found at Frentes 2 and 5 of La Ventilla. Each column of the life table has a specific calculation: (1) the !! is the number of deaths in each age cohort; (2) the !! is the proportion of deaths that occurred in the age cohort; (3) !! is the survivorship, or the proportion of individuals that survived up to the beginning of the age cohort; (4) !! is the age specific probability of death, or the proportion of individuals who reach the age cohort but die before reaching the next age class; (5) !! is the people years lived in the age interval, or the total years lived in a specific age cohort by individuals who entered the cohort; (6) !! is the total people years to be lived, or the total years left to be lived by all of those who enter the age class until they have all died; (7) !! is life 59 expectancy at each specific cohort; and lastly (8) !! is the proportion of individuals alive in the interval, it represents the living population structure. Table 5.1 Stationary Population Life Table of La Ventilla Dx 10 7 2 6 12 29 1 dx 0.15 0.10 0.03 0.09 0.18 0.43 0.01 67 1 lx 1.00 0.85 0.75 0.72 0.63 0.45 0.01 qx 0.15 0.12 0.04 0.13 0.29 0.97 1.00 Lx 0.93 3.19 3.66 6.72 5.37 4.63 0.22 Tx 24.72 23.79 20.60 16.94 10.22 4.85 0.22 ex 24.72 27.96 27.60 23.65 16.31 10.83 15.00 50% Percentage of Deaths x 0 1 5 10 20 30 50 80 Total 40% 30% 20% 10% 0% 0-‐11 mo. 1-‐4 years 5-‐9 years 10-‐19 years 20-‐29 years Age Figure 5.1 Mortality curve of La Ventilla 30-‐49 years 50+ cx 0.04 0.13 0.15 0.27 0.22 0.19 0.01 60 Due to the significant preservation of fetus and infant remains, I was able to divide the early ages into smaller groups. The last age cohort however, was set at 50+ because this was the upper limit to the aging methods used, and the preservation did not allow for more precise and detailed aging. In this population sample of La Ventilla, more than 75% of the individuals survived to age 5, and 45% made it to age 30 (Figure 5.2). The life expectancy at birth is approximately 24.7 years, and it rises to 28 years if an individual survives past their first year of life (Figure 5.3). The probability of death is surprisingly low for the infants of La Ventilla, however it is slightly higher than for individuals between the ages of 5-9 (Figure 5.4). 1.00 0.80 lx 0.60 0.40 0.20 0.00 0-‐11 mo. 1-‐4 years 5-‐9 years 10-‐19 years 20-‐29 years 30-‐49 years Age Figure 5.2 Survivorship curve of La Ventilla 50+ 61 30.00 25.00 ex 20.00 15.00 10.00 5.00 0.00 0-‐11 mo. 1-‐4 years 5-‐9 years 10-‐19 years 20-‐29 years 30-‐49 years 50+ 30-‐49 years 50+ Age Figure 5.3 Life expectancy for La Ventilla 1.20 1.00 qx 0.80 0.60 0.40 0.20 0.00 0-‐11 mo. 1-‐4 years 5-‐9 years 10-‐19 years 20-‐29 years Age Figure 5.4 Probability of dying at La Ventilla 62 Comparison with Tlajinga 33 As stated earlier, this population of La Ventilla had a high survivor rate of 72% to age 10, and 45% to age 30. These proportions are higher when compared to the 55% that made it to 10 years, and 34% who made it to 30 years in Storey’s (1992) life table of Tlajinga 33 (Table 5.2). Life expectancy at birth for the Tlajinga 33 neighborhood was 20.8 years, also lower than La Ventilla. A mortality comparison of La Ventilla and Tlajinga 33 demonstrates that the major differences between the two are the percentages of deaths that occur in the infant and adult cohorts (Table 5.3 and Figure 5.5). Archaeology can benefit demographic studies by estimating population structure, community size, family size, government structure, artifact type, etc. However, population demography that includes fertility and mortality rates, can only be determined through the study of skeletal remains. Table 5.2 Stationary Population Life Table for Tlajinga 33 (Storey 1992) x Dx dx lx qx Lx Tx ex cx 0 1 5 10 15 20 25 30 35 40 45 50 55 60 85 63 18 11 10 9 16 8 7 12 22 11 11 3 5 206 0.31 0.09 0.05 0.05 0.04 0.08 0.04 0.03 0.06 0.11 0.05 0.05 0.01 0.02 1.00 0.69 0.61 0.55 0.50 0.46 0.38 0.34 0.31 0.25 0.15 0.09 0.04 0.02 0.31 0.13 0.09 0.09 0.09 0.17 0.10 0.10 0.19 0.42 0.37 0.58 0.38 1.00 0.85 2.60 2.90 2.65 2.42 2.11 1.82 1.64 1.41 1.00 0.59 0.33 0.16 0.30 20.77 19.92 17.32 14.42 11.77 9.36 7.25 5.42 3.79 2.38 1.38 0.79 0.46 0.30 20.77 28.70 28.54 26.05 23.32 20.29 18.89 15.71 12.19 9.42 9.50 8.55 11.88 12.50 0.04 0.13 0.14 0.13 0.12 0.10 0.09 0.08 0.07 0.05 0.03 0.02 0.01 0.01 63 Table 5.3 Age Mortality Comparisons of La Ventilla and Tlajinga 33 Population La Ventilla Tlajinga 33 Total Number 67 206 Perinatals/Infants Children Adolescent Percent Percent Percent 14.9 13.4 9.0 31.0 14.0 9.0 Adults Percent 62.7 46.0 0.50 Propor7on of Deaths 0.45 0.40 0.35 0.30 0.25 La Ven:lla 0.20 Tlajinga 33 0.15 0.10 0.05 0.00 0-‐1 1-‐5 5-‐10 10-‐20 20-‐30 30-‐50 50+ Age Cohorts Figure 5.5 Probability of dying at La Ventilla and Tlajinga 33 Lesions Mortality and morbidity are two different concepts. Mortality refers to the incidence of deaths in a population. Life tables measure mortality. Morbidity refers to the incidence of illness and health problems in a population. To measure the morbidity of past populations anthropologists need to study the skeletons, and find evidence of pathological lesions that left their mark on the bones. A great number of diseases do not affect the bones, and in many cases when an individual dies quickly from a certain illness; evidence of it has likely not affected the skeleton yet. The lesions that are left on the bone usually occur because an individual survived 64 long enough to acquire such lesions (Wood et al. 1992). More chronic illnesses have a better chance of leaving marks on the skeleton. The archeological population of La Ventilla used for this study exhibited a very low frequency of lesions. Porotic hyperostosis was the only lesion found affecting about 13% of the analyzed population (Figure 5.6). Approximately 10% of the collection presented orbital roofs to analyze, of which none presented cribra orbitalia lesions. 70 Number of Lesions 60 50 40 30 20 10 0 No Lesion CO only PH only Figure 5.6 Summary incidences of lesions To analyze these lesions more closely, their presence and severity were broken down into five main age cohorts: perinatals and infants, children, adolescents, young adults and adults (Tables 5.4 and 5.5). Surprisingly, no cribra orbitalia was found on any of the individuals, which is odd since it has more etiologies than porotic hyperostosis. The severity of these lesions measure the complete spectrum: 0 – the absence of elements needed to observe the lesions, 1 – presence of element and absence of lesion, 2 – slight severity, and 3 – excessive severity (Steckel et al. 2006). 65 Table 5.4 Cribra Orbitalia Lesions at La Ventilla CO Score 0 1 2 3 Perinatal/Infants 8 2 0 0 Children 6 3 0 0 Adolescents 5 1 0 0 Young adults 10 2 0 0 Adults 28 1 0 0 Table 5.5 Porotic Hyperostosis Lesions at La Ventilla PH Score 0 1 2 3 Perinatal/Infants 4 5 1 0 Children Adolescents 3 3 5 1 1 1 0 1 Young adults 8 2 2 0 Adults 21 5 3 0 The presence of porotic hyperostosis does not follow the anticipated pattern. Anthropologists expect to find more severe lesions on the remains of infants and children, as they are more susceptible to changes due to their growth and development. Also, since porotic hyperostosis is a response to anemia involving the expansion of the marrow chamber, these lesions should be more severe during the process of expansion in childhood, and less visible after the process in adults. In this analysis we see a higher presence of lesions on older individuals and a low presence in infants and children (Figure 5.7) Approximately 11% of the lesions present are found in perinatal and infants, and the same proportion is found in children. There is then an increase to 22% for adolescents and young adults alike, but the majority of porotic hyperostosis, 33%, is found in adults (Figure 5.8). Although there is a significant number of perinatal and 66 infants preserved, the collection is not proportional. There is a considerable amount of adults in this sample. Precence of Poro7c Hyperostosis 3.5 3 2.5 2 1.5 1 0.5 0 0-‐1 1-‐10 10-‐20 20-‐30 30-‐50 Age Cohorts Percentage of Poro7c Hyperostosis Figure 5.7 Number of individuals presenting PH based on age 35% 30% 25% 20% 15% 10% 5% 0% 0-‐1 1-‐10 10-‐20 20-‐30 Age Cohorts Figure 5.8 Percentage of PH between age cohorts 30-‐50 67 With the limited presence of porotic hyperostosis, it follows that the severity of most lesions is low. In all age cohorts there is the presence of at lease one case, which presents a severity of 2. The severity of 3 is only found once, and is present in ages 10 to 20 (Figure 5.9). The presence of porotic hyperostosis lesions was also divided between males and females in different age cohorts (Figure 5.10). The majority of individuals that presented the lesion could be identified to sex, with the exception of one adult between the ages of 30-50. Most of the individuals affected were males throughout all the age divisions, and only one female between the ages of 20-30 exhibited lesions. Similarly in Storey et al.’s 2012 study, Frente 3 from La Ventilla presented a very low presence of porotic hyperostosis for infants and adults, especially when compared to Tlajinga 33. In addition, Frente 3 and Tlajinga 33 presented a higher presence of porotic hyperostosis in males than females (Storey et al. 2012). In Teothihuacan the majority of skeletal studies have demonstrated that apartment compounds are composed of extended families with related males and brides marry into the compound (Spence 1974). Number of Affected Individuals 6 5 4 Presence of Parietals 3 Severity 2 2 Severity 3 1 0 0-‐1 1-‐10 10-‐20 20-‐30 30-‐50 Age Cohorts Figure 5.9 Presence and severity of PH age cohorts 68 Number of affected individuals 2.5 2 1.5 Females 1 Males 0.5 Uniden:fied 0 10-‐20 20-‐30 30-‐50 Age Cohorts Figure 5.10 Presence of PH between males and females 69 CHAPTER 6 DISCUSSION When paleodemographic and paleopathological results are being interpreted it is important to remember that bones record the most chronic or dramatic insults. It is also imperative to consider that disease lesions or trauma modifications have no direct correlation with mortality. Having considered this, we can interpret life tables to understand specific demographic data such as mortality, and fertility rates. This information can provide insight about the health or stress of a population and how successful they were at adapting to their environment. A high rate of deaths at a specific age class can be informative of the type of stress suffered by the population. A high number of mortality found from neonatals to one month are most commonly due to prematurity, birth injuries, congenital anomalies, asphyxia, atelectasis, and immediately acquired infections (Mensforth et al. 1978). The leading causes of death between one and twelve months are infectious diseases. Mortality rates found between the ages of one to four are more commonly due to weaning stress, malnutrition and to a less extent infectious diseases (Mensforth et al. 1978). In La Ventilla we see a slightly low percentage (15%) of deaths for neonatals and infants, and similarly 10% for children between one to four years old. High rates of infant mortality in a population are indicative of poor living conditions and poor nutrition, both of which generate illness and disease. The contemporary population of Tlajinga 33 had a much higher mortality rate 70 reaching 31% for infants. However, the individuals between ages one and four had a lower mortality rate at 8%. The preservation of infants at Teotihuacan is surprisingly good, so it was unexpected to have such low mortality rates of perinatals and infants at La Ventilla. According to archaeological information found in the architecture, artifacts, and locality of La Ventilla, we know that this neighborhood housed more elite individuals. Tlajinga 33 on the other hand, is found on the southern peripheral end of Teotihuacan. The compound has a more modest finish, and contained less expensive artifacts. Based on these socioeconomic differences we do expect to find a lower infant mortality rate at La Ventilla. Individuals that enjoy a higher status can afford to provide better nutrition, and a cleaner environment for expecting mothers. This will reduce many of the postpartum diseases and infections that affect infant mortality. At La Ventilla we see a low mortality rate of children and adolescents between the ages of five to twenty. Children between five and nine years old make up only 3% of the mortality profiles and adolescents between ten and nineteen have a mortality rate of 9%. Similarly, the children from Tlajinga 33 represented 5% of the population and adolescents 9%. In most populations anthropologists expect to find low mortality rates for these age ranges. As individuals reach adulthood, mortality rates begin to increase. For La Ventilla, individuals between ages twenty and thirty have a slightly higher mortality rate at 18%. At Tlajinga this age group still has a low mortality rate at 12%. The highest mortality rate at La Ventilla occurs in adults between the ages of thirty to forty-nine at 43%. We do expect to see a higher incidence of deaths in older adults in a healthy population, but thirty to forty-nine years of age is not very old. The problem in these numbers is likely an effect of the representativeness of the population. The preservation in the adult skeletons was very poor, more so because of the 29 adults present, 10 of them were only represented by a 71 burned skull. This made it impossible to age individuals from suture closure, and they could only be identified as adults. Only 1% of the population from La Ventilla made it past 50 years of age. At Tlajinga 33 these ranges differ. Storey (1992) was able to produce finer age divisions. When her ranges are clumped to fit the ages from La Ventilla, the adult mortality rate becomes 25%. A very low value when compared to the range found at La Ventilla. Additionally, 9% of the Tlajinga 33 population made it past the age of 50. The major differences found between La Ventilla and Tlajinga 33 life tables are located in the infant and adult age cohorts. The largest mortality rate at La Ventilla belongs to adults between the ages of thirty to forty-nine. At Tlajinga 33, infants represent the largest proportion (32%) of deaths. These differences support the same conclusion – the population at La Ventilla was healthier and less susceptible to stress than Tlajinga 33. Health and stress in an archeological population can also be studied through the analysis of skeletal pathologies. The skeletal system is a supporting structure that protects major organs such as the brain, lungs and heart. Because of this, it is very strong and is only altered when the soft tissues are affected by a severe or chronic disease. According to Goodman et al. (1984) stress represents physiological disruption resulting from three main causes: environmental stress, cultural pressures, and diseases. As stated earlier, mortality and morbidity are not the same thing. A life table was calculated to identify the mortality rates of La Ventilla, but to understand morbidity anthropologist turn to skeletal indicators of stress. The stress indicators used in this study to understand the morbidity of La Ventilla were porotic hyperostosis and cribra orbitalia. The incidence of cribra orbitalia in this population was nonexistent. Porotic hyperostosis was present in the collection, but it affected a very small percentage of the population. Additionally, it was surprising to see that infants and children were the least affected by the lesions. This study expected to find a large number of children affected by these skeletal lesions, 72 and likewise females to a greater extent than males. In actuality the results were the opposite for both hypotheses. The largest group of individuals presenting PH lesions were adults between the ages of thirty to fifty, and males made up 71% of the total number of individuals affected. The low number of skeletal lesions represents one of three things: (1) that the diet was adequate and provided infants and children with the required iron intake, and/or (2) that parasitic load and infectious diseases were not a serious threat at La Ventilla, or (3) the small sample size of only two Frentes and poor preservation affected skeletal lesion representation. Mesoamerican diet was extremely dependent on maize. We know from earlier studies that maize can be an inhibitor to iron absorption in the body (Ashworth et al. 1973). Iron could have been attained through other common foods found at Teotihuacan including dried peppers, beans, bean broth, and mashed beans used to feed small children. Beans are an excellent source of iron, and even have a higher intake than meat. The daily consumption of beans and dried peppers provides the population with a diet sufficient in iron (Storey 1992). However, it is important to note that the preparation of beans entails a high cost in fuel (Kuhnlein and Receveur 1996). This was likely not a problem to the higher status compound of La Ventilla until later phases. It proposes that the few lesions found at La Ventilla were likely caused by infection or the sample. Some of the infections that most likely affected Mesoamerican populations were staphylococcal and streptococcal infections, viruses, gastroenteritis, tuberculosis, treponematoses, fungi and common tropical parasites (Mensforth et al. 1978, Storey 1992). Several of these were more prevalent among young individuals. This leads us again to our uniquely high number of adult males affected by porotic hyperostosis. It is important to note that “burial” 433 was composed of three main sections, two of which contained six individuals each, and the third included three other interments. All of these remains were only represented by a skull, and belonged to males that ranged from young to middle aged adults. These skulls were partially 73 burned, and were positioned in a line facing the same direction. Of these only one skull presented a low severity of PH, but this find raises a few assumptions on the function of this part of La Ventilla. Due to its proximity to the Ciudadela, it is possible that some military families resided in this neighborhood (Ruiz Carillo, personal communication 2014). This would have influenced the large proportion of males found at these burials. If these males were residing at La Ventilla for their military positions, it is likely that they lived their childhood in other regions of Mesoamerica. This can account for the uncommon higher presence of porotic hyperostosis lesions in males. Storey et al. (2012) developed a study in which they recorded several skeletal indicators of stress for Tlajinga 33 and Frente 3 of La Ventilla, which was a domestic compound that had at a minimum 18 separate rooms and public areas. A summary of their analysis on porotic hyperostosis and cribra orbitalia is found in Figure 6.1 and Figure 6.2. Their results from the domestic compound of La Ventilla are very similar to those found in this study of Frentes 2 and 5. Storey et al. found a higher percentage of adult males that suffered from the skeletal lesion of porotic hyperostosis. Out of the 53 sub-adults present in their collection not one of them presented any lesions. These similarities are in agreement, in that the higher status, which the population of La Ventilla experienced allowed for a healthier population. The lower status neighborhood of Tlajinga had more incidences of PH and a more stressed population. Subadults presented lesions 12.5% of the time and adults 16.7%. It is irregular to find a higher percentage of adult males affected by porotic hyperostosis, but this pattern is present in all of the groups compared here: La Ventilla (Frentes 2 and 5), La Ventilla (Frente 3), and Tlajinga 33. It would be interesting to do further research and ascertain if there were cultural causes to the differential diet between adult males and the rest of the population. 74 Figure 6.1 Presence of PH by age (Storey et al. 2012) Figure 6.2 Presence of PH and CO by sex (Storey et al. 2012) 75 CHAPTER 7 CONCLUSION A study of the health and stress of an archaeological population should incorporate several anthropological methods. It is not enough to just analyze and record paleopathologies. There should be a complete understanding of the population being studied and their mortality and morbidity patterns. Especially due to the fact that most of the lesions present in bones can be caused by a number of etiologies, and the stress has to occur for long durations to present themselves in the bones. In this study the presence and severity of porotic hyperostosis and cribra orbitalia were recorded for the ancient population of La Ventilla. Porotic hyperostosis and cribra orbitalia are lesions depicted by the thinning of the compact bone in the outer tables and the thickening of the trabecular bone in the diploë. The three main etiologies for these skeletal lesions are: genetic anemias, a deficiency in iron or B12, and from infections and parasitic loads (Stuart-Macadam 1985, 1992 Walker et al. 2009). These skeletal markers can be indicative of morbidity if there is a high mortality rate of young individuals in a population. It has been used in various archaeological studies to asses health and stress of populations (Angel 1966, Ashworth et al 1973, Carlson et al 1974, El-Najjar et al 1976, Goodman et al. 1984, 1988, Stuart-Macadam 1985, 1989, 1992, and Walker 2009). The population of La Ventilla resided in the center of the large ancient urban city of Teotihuacan. Neighborhoods that are wealthier or higher class will be located in this central part 76 of the city. Due to their higher status the individuals of La Ventilla suffered only from a low incidence of the lesion, and had a low mortality rate for infants and young children. A life table was calculated presuming that La Ventilla was a stable population. Since the skeletal collection analyzed covered several generations, it reduces the effect of changes in fertility and migration. The mortality rates were low for infants and children, with the highest mortality rate belonged to adults; this is seen in healthier populations (Weiss 1973). The skeletal population found in Frentes 2 and 3 presented a very low presence and severity score of porotic hyperostosis lesions, and no lesions at all from cribra orbitalia. This low incidence of stress markers represents a population that not only had low infant mortality rates, but also low morbidity. Most of the lesions that were present at La Ventilla were found on adult male skulls, and a very small presence and severity in young children and females. Due to this pattern and our understanding of their diet, the individuals that were affected by porotic hyperostosis likely suffered from infections or parasitic diseases. The only surprise in these results was the fact that the individuals who did suffer from porotic hyperostosis were adult males. In anthropological populations the expectation is to find a higher incidence rate in children and females, but the present study cannot offer much insight into the reason for this. What this study did find was that the residents of La Ventilla had a higher life expectancy as well as less skeletal stress. Further Research There is still an abundance to be explored from the skeletons of the La Ventilla neighborhood in Teotihuacan. A comprehensive analysis on all of the remains from every structure of the neighborhood should be conducted. The analysis should include mortality profiles for each separate functional structure at La Ventilla, along with mortality profiles divided 77 between the separate occupational periods. The calculation of both a stable population life table, and a life table that accounts for migration and fertility changes should be carried out. These will provide a very complete picture of the mortality rates present at La Ventilla. Likewise, a more comprehensive paleopathological study is needed. It should include all lesions that are indicative of stress: porotic hyperostosis, cribra orbitalia, periostitis, scurvy, rickets, enamel hypoplasia, Harris lines, and stature estimations. These will determine the types of stresses suffered by the population. In addition to these, a study analyzing dental wear and a comparison with isotope studies will provide insight into the type of diet these individuals were consuming. If the diet of the population is known, the etiology of the stress lesions present in the population can be determined with greater certainty. 78 Literature Cited Acosta J.1964 El palacio del Quetzalpapálotl. Memorias del INAH, N.10, México. Angel JL. 1947. The length of life in ancient Greece. Journal of Gerontology 2(1):18-24. Angel JL. 1966. Porotic hyperostosis, anemias, malarias, and marshes in the prehistoric Eastern Mediterranean. Science 153(3737):760-763. Armelagos GJ. 1990. Health and disease in prehistoric populations in transition. In: Swedlund AC, Armelagos GJ, editors. Disease in populations in transition: Anthropological and epidemiological perspectives. New York: Bergin and Garvey, p 127-144 Arthur CK, and Isbister JP. 1987. Iron deficiency. Drugs 33(2):171-182. Ashworth A, Milner PF, and Waterlow JC. 1973. Absorption of iron from maize (Zea mays L.) and soya beans (Glycine hispida Max.) in Jamaican infants." British Journal of Nutrition 29:269278. Aufderheide AC, and Rodriguez-Martin C. 1998. The Cambridge encyclopedia of human paleopathology. Cambridge University Press. Aveleyra de Anda L. 1963. La Estela Teotihuacana de la Ventilla. Museo Nacional de Antropología, Instituto Nacional de Antropología e Historia, México. Baker J, Wheeler M, Dupras L, and Tocheri, W. 2005. Osteology of Infants and Children. College Station, TX: Texas A&M University Press. Bass WM. 1987. Human osteology: A laboratory and field manual. 3rd ed. Missouri Archaeological Society, Columbia, Missouri. Bernal I. 1979. Historia de la Arqueología en México. Editorial Porrúa, México. Brady JE, and Prufer KM, editors. 2005. In the Maw of the Earth Monster: Mesoamerican Ritual Cave Use. Austin: University of Texas Press. Buckberry J, and Chamberlain A. 2002. Age estimation from the auricular surface of the ilium: a revised method. American Journal Physical Anthropology 119:231-239. Buikstra JE, and Ubelaker DH. 1994. Standards for data collection from human skeletal remains. Fayetville, AK: Arkansas Archaeological Survey. Cabrera Castro R.1989. El Proyecto Templo de Quetzalcóatl. En Revista de Arqueología. N.5, Dirección de monumentos prehispánicos, INAH, México. 79 Cabrera Castro R. 2003. El proyecto arqueológico La Ventilla 1992-1994. Resumen de sus resultados. In Contextos Arqueológicos y Osteología del Barrio de La Ventilla, Teotihuacán (1992- 1994), edited by C. Serrano Sánchez, pp. 19-30. Instituto de Investigaciones Antropológicas, Universidad Nacional Autónoma de México, México, D.F Cabrera Castro R. 2007. “Informe final de excavaciones, proyecto especial La Ventilla 2007”. Archivo Técnico de LA Zona Arqueológica de Teotihuacán (ZAT). Cabrera Castro R, Rodríguez I and Morelos N. 1982. Memoria del Proyecto Arqueológico Teotihuacán 80-82. SEP, INAH. 132, Colección Científica, Arqueología. Carballo DM. 2007. Implements of state power: Weaponry and martially themed obsidian production near the Moon Pyramid, Teotihuacan. Ancient Mesoamerica 18:I73-90. Carlson DS, Armelagos GJ, and Van Gerven D. 1974. Factors affecting the etiology of cribra orbitalia in prehistoric Nubia. Journal of Human Evolution 3:405-410. Caso A. 1942. El paraíso terrenal en Teotihuacán. In: Cuadernos Americanos N. 1, 6, pp. 127136. Ed. Porrúa. México. Coale AJ, and Demeny P. 1983. Regional model life tables and stable populations. 2nd ed. Academic Press. Orlando, Florida. Cohen MN. 2008 Implications of the NDT for world wide health and mortality in prehistory. In The Neolithic Demographic Transition and Its Consequences, edited by A. Bocquet-Appel and B.-Y. Ofer, pp. 481-500. Springer, Dordrecht, The Netherlands. Cowgill GL. 1983. Rulership and the Ciudadela: Political Inferences from Teotihuacan Architecture. In: Leventhal RM and Kolata AL, editors. Civilization in the Ancient Americas: Essays in Honor of Gordon R. Willey. Albuquerque: University of New Mexico Press, pp. 313344. Cowgill GL. 1997. State and society at Teotihuacan, Mexico. Annual Review of Anthropology 26:129-161. Cowgill GL. 2000. Intentionality and meaning in the layout of Teotihuacan, Mexico. Cambridge Archaeological Journal 10:358-6.1 Cowgill GL. 2003. Teotihuacan: Cosmic glories and mundane needs. In: The social construction of ancient cities, edited by Monica L. Smith, pp. 37-55.Washington and London: Smithsonian Books. Cowgill GL. 2008. An Update on Teotihuacan. Antiquity: 82:962-975. De la Fuente, B. 1995. La pintura mural de Prehispánica en México I, Teotihuacan. México, Instituto de Investigaciones Estéticas, UNAM. 80 Dirks R. 1980. Social responses during severe food shortages and famine. Current Anthropology 21(1):2l- 44. Eder J. 1977. Modernization, deculturation and social structural stress: The disappearance of the Umbay ceremony among the Batak of the Philippines. Mankind 11:144-149. El-Najjar MY, Ryan DJ, Turner CG, and Lozoff B. 1976. The etiology of porotic hyperostosis among the prehistoric and historic Anasazi Indians of Southwestern United States. American Journal of Physical Anthropology 44(3):477-487. Evans ST, and Berlo JC. 1992. Teotihuacan: An introduction. In: Berlo JC, editor. Art, Ideology, and the City of Teotihuacan. Washington D.C.: Dumbarton Oaks. pp. 1-26. Flores Herrera AA. 2013. Thesis: Conflictos sociales en el antiguo barrio de la Ventilla, Teotihuacán, durante las ultimas fases de desarrollo. France D. 1998. Observational and metric analysis of sex in the skeleton. In: KJ Reichs, editor. Forensic osteology: advances in the identification of human remains. Illinois: Charles C. Thomas. p 163-186. Gamio M. 1922. Población del Valle de Teotihuacán. Gómez Chávez S. 1998. Nuevos datos sobre la relación de Teotihuacan y el occidente de México. Antropologıa e historia del occidente de Mexico, XXIV mesa redonda, Sociedad Mexicana de Antropologıa, 3:1461-1494. Gómez Chávez S. 2000. “La Ventilla, un barrio de la antigua ciudad de Teotihuacán. Exploraciones y resultados”, tesis de Licenciatura, México, ENAH. Gómez Chávez S. 2002, Presencia del occidente de México en Teotihuacán, Aproximaciones a la política exterior del Estado Teotihuacano, in M.E. Ruiz. Gallut (ed.) Ideología Y política a iranís de materiales, imágenes y símbolos: 56.3-625, México City: Universidad Nacional Autónoma de México & Instituto Nacional de Antropología e Historia. Gómez-Chávez S. 2012. Structure and organization of Neighborhoods in the ancient City of Teotihuacan. In: The Neighborhood as a Social and Spatial Unit in Mesoamerican Cities, edited by Arnauld MC, Manzanilla LR, and Smith ME, pp. 74-101. University of Arizona Press. Gómez Chávez S and Nunez-Hernandez J.1999. Analisis preliminar del patron y distribucion espacial de entierros en el Barrio de La Ventilla. In: Practicas funerarias en la Ciudad de los Dioses. Los enterramientos humanos de la antigua Teotihuacan, edited by Linda Manzanilla and Carlos Serrano, pp. 81-148. Instituto de Investigaciones Antropologicas/Universidad Nacional Autonoma de Mexico,Mexico. Goodman AH, Martin DL, and Armelagos GJ. 1984. Indications of stress from bone and teeth, In MN Cohen and GJ Armelagos (eds.): Paleopathology at the Origins of Agriculture. Orlando: Academic Press, pp. 13-44. 81 Goodman AH, Brooke Thomas R, Swedlund AC, and Armelagos GJ. 1988. Biocultural perspectives on stress in prehistoric, historical, and contemporary population research. American Journal of Physical Anthropology 31:169-202. Graves TD, and Graves NB. 1979. Stress and health modernization in a traditional Polynesian society. Medical Anthropology 3:29-59. Headrick A. 1999. The street of the dead… it really was mortuary bundles at Teotihuacan. Ancient Mesoamerica, 10(1):69-85. Headrick A. 2007. The Teotihuacan trinity: the sociopolitical structure of an Ancient Mesoamerican city. University of Texas Press. Healy PF. 2007. The Anthropology of Mesoamerican Caves. Reviews in Anthropology 36:245278. Henschen F. 1961. Cribra cranii, a skull condition said to be of racial or geographical nature. Pathobiology 24(4), 724-729. Heyden D. 1975. An interpretation of the cave underneath the Pyramid of the Sun in Teotihuacan, Mexico. American Antiquity 40:131 -147. Holland TD, and O'Brien MJ. 1997. Parasites, porotic hyperostosis, and the implications of changing perspectives. American Antiquity 62(2):183-193. Hooton EA. 1930. The indians of pecos pueblo: A study of their skeletal remains. Papers of the Southwestern Expedition. New Haven: Yale University Press. Hoppa RD. 2002. Paleodemography: looking back and thinking ahead. Cambridge Studies in Biological and Evolutionary Anthropology, 9-28. Kolb CC. 1987. Marine Shell Trade and Classic Teotihuacan, Mexico. BAR International Series 364. British Archaeological Reports, Oxford. Kuhnlein HV and Receveur O. 1996. Dietary change and traditional food systems of indigenous peoples. Annual review of nutrition, 16(1):417-442. Kurtz DV. 1987. The Economics of Urbanization and State Formation at Teotihuacan. Current Anthropology 28(3):329-353. Lallo JW, Armelagos GJ, and Mensforth RP. 1977. The role of diet, disease, and physiology in the origin of porotic hyperostosis. Human Biology 471-483. López Luján L. 1989. Recuperación mexico del pasado teotihuacano. Instituto Nacional de Antropología e Historia, Proyecto Templo Mayor: GV Editores: Asociación de Amigos del Templo Mayor. 82 Lovejoy C, Meindl R, Pryzbeck T, and Mensforth R. 1985. Chronological metamorphosis of the auricular surface of the ilium: a new method for the determination of age at death. American Journal Physical Anthropology 68:47-56. Manzanilla L.1993 Anatomía de un conjunto residencial teotihuacano en Oztoyohualco,Tomos I, II. IIA- UNAM, México. Manzanilla L.1996. Corporate groups and domestic activities at Teotihuacan. Latin American Antiquity 7(3):228-246. Manzanilla L. 1997. Chapter 5. Teotihuacan: Urban archetype, cosmic model. In emergence and change in early urban societies, edited by L. Manzanilla, pp. 109-132. Plenum Series in Fundamental Issues in Archaeology. Plenum, New York. Manzanilla L. 2002. Houses and ancestors, altars and relics: Mortuary patterns at Teotihuacan, Central Mexico. In: Silverman H, and Small DB, editors. The Space and Place of Death. Archaeological Papers of the American Anthropological Association 11:55-65. Manzanilla L. 2006. Estados corporativos arcaicos. Organizaciones de excepción en escenarios excluycntes, Cuicuilco 13(36): 13-45. Manzanilla L. 2007. Las “casas” nobles de los barrios de Teotihuacán: Estructuras exclusionistas en un entorno corporativo. Memoria 2007, pp. 453-470. El Colegio Nacional, Mexico. Manzanilla L. 2012. Neigborhoods and elite “houses” at Teotihuacan, Central Mexico. In: The Neighborhood as a Social and Spatial Unit in Mesoamerican Cities, edited by Arnauld MC, Manzanilla LR, and Smith ME, pp. 55-73. University of Arizona Press. Manzanilla L, Millones M and Civera M. 1999. Los entierros de Oztoyahualco 15B:N6W3. In Practicas funerarias en la Ciudad de los Dioses Los enterramientos humanos de la antigua Teotihuacan, edited by Linda Manzanilla and Carlos Serrano, pp. 247-284. Instituto de Investigaciones Antropol6gicas/Universidad Nacional Aut6noma de Mexico, Mexico. Matos Moctezuma E. 1995. La pirámide del sol, Teotihuacán. Antología, artes de México para el instituto cultural Domecq, INAH, México McClung de Tapia, E. 1978. Aspectos ecológicos del desarrollo y la decadencia de Teotihuacán. In: Anales de Antropología. Vol. 15 pp. 53-65. UNAM. IIA. McClung de Tapia, E. 1987. Patrones de subsistencia urbana en Teotihuacán. In Teotihuacán: Nuevos datos, nuevas síntesis, nuevos problemas, E. McClung de Tapia y E. Rattray (coords.), UNAM, IIA, Serie Antropológica 72, México, pp. 57-74, 1987. McGarvey S, and Baker PT. 1979. The effects of modernization on Samoan blood pressures. Human Biology 51(4):461-479. 83 Mensforth RP, Lovejoy CO, Lallo JW and Armelagos GJ. 1978. Part two: The role of constitutional factors, diet and infectious disease in the etiology of porotic hyperostosis and periosteal reactions in prehistoric infants and children. Medical Anthropology 2(1):1-59. Merlín MP, and Gallardo Velázquez A. 2003. Las variantes anatómicas del esqueleto: Su aplicación en el calculo de distancias biológicas entre las colecciones óseas de Teotihuacán. In Contextos Arqueológicos y Osteología del Barrio de La Ventilla, Teotihuacán (1992-1994), edited by C. Serrano Sánchez, pp. 129-133. Instituto de Investigaciones Antropológicas, Universidad Nacional Autónoma de México, México, D.F. Millon C. 1988. Coyote with sacrifical knife”. In: Feathered Serpents and Flowering Trees. Reconstructing the Murals of Teotihuacan. K. Berrin (ed), The Fine Arts Museum of San Francisco. San Francisco, pp 206-217. Millon, R. 1973a. Urbanization at Teotihuacan, Mexico. Volume 1: The Teotihuacan map part 1: Text. University of Texas Press, Austin. Millon R. 1973b. The Study of Urbanism at Teotihuacan, Mexico. In: Hammond N, editor. Mesoamerican Archaeology: New Approaches. Austin: University of Texas Press, pp. 335362. Millon R. 1976. Social Relations in Ancient Teotihuacan. In: Wolf E, editor. The Valley of Mexico: Studies in Prehispanic Ecology and Society. University of New Mexico Press, Albuquerque, pp. 205-248. Millon R. 1981. Teotihuacan: City, State, and Civilization. In: Sabloff JA, editor. Supplement to the Handbook of Middle American Indians, Vol. 1: Archaeology. Austin: University of Texas Press, pp. 198-243. Millon R. 1988. The last years of Teotihuacan dominance. The Collapse of Ancient States and Civilizations, 102-164. Millon R. 1992. Teotihuacan Studies: From 1950 to 1990 and Beyond. In: Berlo JC, editor. Art, Ideology, and the City of Teotihuacan. Washington D.C.: Dumbarton Oaks. pp. 339-430. Millon R. 1993. The place where time began: An archaeologist’s interpretation of what happened in Teotihuacan history. In: Teotihuacan: Art from the City of the Gods, edited by Kathleen Berrin and Esther Pasztory, pp. 17-43. San Francisco: Thames and Hudson and the Fine Arts Museums of San Francisco. Millon R. 1994. The place where time began: An archaeologist's interpretation of what happened in Teotihuacan history. In: Berrin K and Pasztory E, editors. Teotihuacan: Art From the City of the Gods. New York: Thames and Hudson, pp. 16-43. 84 Molloy AM, Kirke PN, Brody LC, Scott JM, and Mills JL. 2008. Effects of folate and vitamin B 12 deficiencies during pregnancy on fetal, infant, and child development. Food & Nutrition Bulletin 29:101-111. Montes Torres L. 1972. Materiales y Técnicas de la Pintura Mural de Teotihuacán. In: Teotihuacán. XI Mesa Redonda de la Sociedad Mexicana de Antropología, pp. 17-42. México. Moseley J. 1965. Paleopathological Riddle of "Symmetrical Osteoporosis". American Journal of Roentgenology 95(1):135-142. Müller H. 1935. Osteoporosis of the cranium in Javanese. American Journal of Physical Anthropology 20(3), 493-493. Nathan H, and Haas N. 1966. On the presence of cribra orbitalia in apes and monkeys. American Journal of Physical Anthropology 24(3):351-359. Ochoa Ocaña MA. 2003. Dieta y estatus. Estudio comparativo de paleonutrición en Teotihuacán, México. In Contextos Arqueológicos y Osteología del Barrio de La Ventilla, Teotihuacán (19921994), edited by C. Serrano Sánchez, pp. 123-127. Instituto de Investigaciones Antropológicas, Universidad Nacional Autónoma de México, México, D.F. Ordoñez E. 1979. Datos geográficos. La población del Valle de Teotihuacán, México. Tomo I, Secretaria de Agricultura y Fomento. Ortner DJ. 2003. Identification of pathological conditions in human skeletal remains. Amsterdam: Academic Press. Paredes Cetino, RN. 2003. Cronología y función de unidades arquitectónicas del Frente 4 de La Ventilla. In Contextos Arqueológicos y Osteología del Barrio de La Ventilla, Teotihuacán (19921994), edited by C. Serrano Sánchez, pp. 31-35. Instituto de Investigaciones Antropológicas, Universidad Nacional Autónoma de México, México, D.F Parsons JR. 1976. Settlement and Population History of the Basin of Mexico. In: Wolf ER, editor. The Valley of Mexico: Studies in Prehispanic Ecology and Society. Albuquerque: University of New Mexico Press, pp. 69-100. Pasztory E. 1988. A Reinterpretation of Teotihuacan and Its Mural Painting Tradition. In: Benin K, editor. Feathered Serpents and Flowering Trees: Reconstructing the Murals of Teotihuacan. The Fine Arts Museum, San Francisco, pp. 45-77. Pasztory E. 1992. Abstraction and the Rise of a Utopian State at Teotihuacan. In: Berlo JC, editor. Art, Ideology, and the City of Teotihuacan. Washington D.C.: Dumbarton Oaks. pp. 281320. Pearson JA, Hedges REM, Molleson TI, and Özbek M. 2010. Exploring the relationship between weaning and infant mortality: An isotope case study from Aşıklı Höyük and Çayönü Tepesi. American Journal of Physical Anthropology 143(3):448-457. 85 Piña Chán R.1963 “Excavaciones en el Rancho de la Ventilla”. En: Teotihuacán Descubrimientos Reconstrucciones. Ignacio Bernal. INAH, México, pp. 50-52. Price DT, Manzanilla L, and Middleton WD. 2000. Immigration and the Ancient City of Teotihuacan in Mexico: A Study Using Strontium Isotope Ratios in Human Bone and Teeth. Journal of Archaeological Science 27:903-913. Putschar WGJ. 1966. Problems in the paleopathology of bone. In: Human paleopathology. S. A. Jarcho (ed.), Yale University Press, New Haven, pp. 57-65. Rattray EC. 1988. Nuevas interpretaciones en torno al Barrio de los Comercantes. Anales de Antropologia 25:165-182. Universidad Nacional Autonoma de Mexico, Mexico City. Rattray EC. 1993. The Oaxaca Barrio at Teotihuacan. Monografias Mesoamericanas. Instituto de Estados Unidos, Universidad de las Americas. Puebla, Mexico. Rattray EC. 2001. Teotihuacán: Cerámica, Cronología y Tendencias Culturale, Instituto Nacional de Antropología e Historia, University of Phittsburgh. Robertson IG. 1999. Spatial and multivariate analysis, random sampling error and analytical noise: empirical Bayesian methods at Teotihuacan, Mexico. American Antiquity 64:(1)7- 52. Ruiz Carillo, Erika. June 18, 2014. Personal Communication. Teotihuacan. Sanders WT, Parson J, Santley R.1979. The Basin of México: Ecological Processes in the Evolution of a Civilization. Academic Press, New York. Sanders WT, and Santley RS. 1983. A Tale of Three Cities: Energetics and Urbanization in PreHispanic Central Mexico. In: Vogt EZ, and Leventhal RM, editors. Prehistoric Settlement Patterns: Essays in Honor of Gordon R. Willey. pp. 243-291. Sanders WT, and Webster D. 1988. The Mesoamerican Urban Tradition. American Anthropologist 90(3):521-546. Sattenspiel L, and Harpending H. 1983. Stable population and skeletal age. American Antiquity 48:489-498. Schávelzon D. 1983. La primera excavación arqueológica de América, Teotihuacán en 1976. In: Anales de Antropología, México, Vol. 20, pp. 121-134. Séjourne L.1959. Un palacio en la ciudad de los dioses: exploraciones en Teotihuacán 1955-58, INAH, México. Séjourne L.1966 Arquitectura y Pintura en Teotihuacán, editorial Siglo XXI S.A, México. 86 Sempowski ML. 1994. Mortuary Practices at Teotihuacan. In Urbanization at Teotihuacan, Mexico, Volume 3: Mortuary Practices and Skeletal Remains at Teotihuacan edited by Rene Millon, pp. 1-313. University of Utah Press. Salt Lake City. Serrano Sánchez C. 2003. Contextos Arqueológicos y Osteología del Barrio de La Ventilla, Teotihuacán (1992-1994). Instituto de Investigaciones Antropológicas, Universidad Nacional Autónoma de México, México, D.F. Smith BC. 1984. Patterns of molar wear in hunter-gatherers and agriculturalists. American Journal of Physical Anthropology 63:39-56. Spence MW. 1971. Skeletal Morphology and Social Organization in Teotihuacan, Mexico. Carbondale: Southern Illinois University, Ph.D. dissertation. Spence MW. 1974. Residential practices and the distribution of skeletal traits in Teotihuacan, Mexico. Man 9:262-273. Spence MW. 1996. Commodity or Gift: Teotihuacan Obsidian in the Maya Region. American Antiquity 7(l):21-39. Spence MW, White CD, Rattray EC and. Longstaffe FJ. 2005. Past lives in different places: the origins and relationships of Teotihuacan's foreign residents. In: Setttement, subsistence, and social complexity: essays honoring the legacy of Jeffrey R. Parsons edited by RE Blanton, pp. 155-97. Los Angeles (CA): Cotsen Institute of Archaeology, University of California Steckel RH, Larsen CS, Sciulli PW, and Walker PL. 2006. Data collection codebook. The global history of health project. http://global.sbs.ohio-state.edu/docs/Codebook-12-12-05.pdf. Steckel RH, and Rose JC. 2002. The backbone of history : Health and nutrition in the western hemisphere. Cambridge: Cambridge University Press. Storey R. 1992. Life and death in the ancient city of Teotihuacan. University of Alabama Press, Tuscaloosa. Storey R and Widmer RJ. 1999. The Burials of Tlajinga 33. In Practicas funerarias en la Ciudad de Los dioses. Los enterramientos humanos de la antigua Teotihuacán, edited by Linda Manzanilla and Carlos Serrano, pp. 203-218. Instituto de Investigaciones Antropologicas/Universidad Nacional Aut6noma de Mexico, Mexico. Storey R, Marquez-Morfin L and Nunez LF. 2012. Teotihuacan neighborhoods and the health of residents: The risk of preindustrial living. In: The Neighborhood as a Social and Spatial Unit in Mesoamerican Cities, edited by Arnauld MC, Manzanilla LR, and Smith ME, pp. 117-131. University of Arizona Press. Stuart-Macadam P. 1982. A correlative study of a palaeopathology of the skull [Ph. D.]: University of Cambridge. 87 Stuart-Macadam P. 1985. Porotic hyperostosis: Representative of a childhood condition. American Journal of Physical Anthropology 66:391-398. Stuart-Macadam P. 1989. Porotic hyperostosis: Relationship between orbital and vault lesions. American Journal of Physical Anthropology 80(2):187-193. Stuart-Macadam P. 1992. Porotic hyperostosis: A new perspective. American Journal of Physical Anthropology 87:39-47. Suchey J, and Brooks S. 1990. Skeletal age determination based on the os pubis: a comparison of the Acdadi-Nemeskeri and Suchey-Brooks methods. Human evolution 5:227-238. Sugiyama S. 1993. Worldview Materialized in Teotihuacan, Mexico. Latin American Antiquity 4(2): 103-129. Sugiyama S. 2005. Human sacrifice, militarism, and rulership: Materialization of state ideology at the Feathered Serpent Pyramid, Teotihuacan. Cambridge University Press. Taube KA. 1986. The Teotihuacan Cave of Origin. Res 12:51-82. Taube KA. 2003. Tetitla and the Maya presence at Teotihuacan, in G.E. Braswell (ed.) The Maya and Teotihuacan: reinterpreting Early Classic interaction: 273-314. Austin (TX): University to Texas Press Trigger BG. 2003. Understanding Early Civilizations: A Comparative Study. Cambridge: Cambridge University Press. Ubelaker DH. 1999. Human Skeletal Remains, Excavation, Analysis, Interpretation. Taraxacum, Washington. Vidarte De Linares J.1964 Exploraciones arqueológicas en el Rancho de La Ventilla. Archivo técnico. Departamento de Monumentos Prehispánicos. Informe Mecanoescrito. INAH. Walker PL. 1985. Anemia among prehistoric Indians of the American Southwest. In: Merbs CF, Miller RJ, editors. Health and disease in the prehistoric Southwest: Arizona State University Anthropological Research Papers. p 139–164. Walker PL, Richman R, Gjerdrum T, Bathurst RR, and Andrushko VA. 2009. The causes of porotic hyperostosis and cribra orbitalia: A reappraisal of the iron-deficiency-anemia hypothesis. American Journal of Physical Anthropology 139(2):109-125. Wapler U, Crubézy E, Schultz M. 2004. Is cribra orbitalia synonymous with anemia? Analysis and interpretation of cranial pathology in Sudan. American Journal of Physical Anthropology 123:333-9. Weiss KM. 1973. Demographic Models for Anthropology. Memoirs of the Society for American Anthropology. Washington, D.C. 88 Welcker H. 1888. Cribra orbitalia ein ethnologisch-diagnostisches Merkmal am Schädel mehrerer Menschenrassen. Arch Anthropology 17:1-18 White CD, Price TD, and Longstaffe FJ. 2007. Residential histories of the human sacrifices at the Moon Pyramid, Teotihuacan: evidence from oxygen and strontium isotopes. Ancient Mesoamerica 18:159-172. Widmer RJ. 1991. Lapidary craft specialization at Teotihuacan: Implications for community structure at 33:S3W1 and economic organization in the city. Ancient Mesoamerica 2: 131-141. Widmer RJ and R Storey.1993 Social organization and household structure of a Teotihuacan apartment compound: S3W1 :33 of the Tlajinga Neighborhood. In Prehispanic Domestic Units in Western Mesoamerica, edited by Robert Santley and Kenneth Hirth, pp. 87-104. CRC Press, Boca Raton, FL. Williams HU. 1929. Human paleopathology, with some observations on symmetrical osteoporosis of the skull. Archives of Pathology 7:839-902. Wood JW, Milner GR, Harpending HC, and Weiss KM. 1992. The Osteological Paradox. Current Anthropology 33(4):343-370. Wright LE. 2005. Identifying immigrants to Tikal, Guatemala: defining local variability in strontium isotope ratios of human tooth enamel. Journal of Archaeological Science 32(4):555566. Wrigley EA. 1969. Population and history. McGraw-Hill, New York.
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