Maternal Exposure to Caffeine and Risk of Congenital Anomalies: A Systematic Review Author(s): Marilyn L. Browne Source: Epidemiology, Vol. 17, No. 3 (May, 2006), pp. 324-331 Published by: Lippincott Williams & Wilkins Stable URL: http://www.jstor.org/stable/20486221 . Accessed: 05/06/2014 12:17 Your use of the JSTOR archive indicates your acceptance of the Terms & Conditions of Use, available at . http://www.jstor.org/page/info/about/policies/terms.jsp . JSTOR is a not-for-profit service that helps scholars, researchers, and students discover, use, and build upon a wide range of content in a trusted digital archive. We use information technology and tools to increase productivity and facilitate new forms of scholarship. For more information about JSTOR, please contact [email protected]. . Lippincott Williams & Wilkins is collaborating with JSTOR to digitize, preserve and extend access to Epidemiology. http://www.jstor.org This content downloaded from 169.226.11.193 on Thu, 5 Jun 2014 12:17:54 PM All use subject to JSTOR Terms and Conditions REVIEW ARTICLE Exposure to Caffeine and Risk of Congenital Anomalies Maternal A SystematicReview Marilyn L. Browne Background: Caffeine is teratogenicinanimal studieswhen admin isteredat high concentrations.Previous review articles have con cluded thatmaternal caffeine consumption does not influencethe riskof congenital anomalies. These reviewswere narrative rather thansystematic.The objective of thecurrentsystematicreview is to provide a critical appraisal of epidemiologic evidence. database (1966 Methods: A search of theMEDLINE/PUBMED October 2004) was conducted forall published epidemiologic stud ies with maternal intake of caffeine as an exposure and major were abstracted, malformationsas an outcome. Study characteristics internalvalidity evaluated, and study findingssummarized. Results: Twenty-fivepapersmet the initialcriteriafor inclusion,of which 18were subsequentlyexcluded as a resultof other limitations. Effect estimates for the remaining7 studieswere generally close to null. Specific subgroup analyses were summarized across studies (associations between coffee and cardiovascular malformations, coffee and oral clefts, and tea and cardiovascularmalformations). Summarypoint estimatesranged from1.0 to 1.2; theupper limitsof all confidence intervalswere less than 1.7. Conclusions: There is no evidence to supporta teratogeniceffectof caffeine inhumans.Currentepidemiologic evidence is not adequate to assess the possibility of a small change in risk of congenital anomalies resultingfrommaternal caffeineconsumption. (Epidemiology 2006;17: 324-331) inthebrain, likelythrough antagonism of adenosinereceptors heart, lungs, and blood vessels. 1"2Based on a recent survey by theU.S. Department of Agriculture, coffee, soft drinks, and tea (in that order) are themajor sources of caffeine among adults.3 Average caffeine intake is estimated to be 164 mg per day among women 18-34 years and 125 mg per day among pregnant women.3In a prospective cohortstudyconductedin Connecticut during1988-1992,caffeineconsumption during the firstmonth of pregnancy was reported by 60% of study participants, with 16% consuming 150 mg or more of caf feine per day.4 In their review of the animal literature,Nehlig and effectshave generallybeen Debry5 note thatteratogenic observedafteronce-per-dayadministration of caffeineat doses much higher than human consumption levels. How incombination withsubstancessuch ever,whenadministered as nicotine or alcohol, teratogenic effects of caffeine were observed at somewhat lower doses. In humans, caffeine and itsmetabolites easily cross the placenta and reach the fetus.6 in fetal heart rate and placental blood flow have Decreases been observed after maternal caffeine ingestion.7'8 Human studies have also demonstrated increased homocysteine lev els and decreases in insulin sensitivity after intake of caffeine or coffee.9 Vascular disruption, increased levels of homocys teine, and oxidative stress associated with hyperglycemia are for various congenital malforma postulated mechanisms tions.10-12 Given theprevalenceof caffeine use duringpreg Caffeine is a natural component of coffee, tea, and cocoa products. It is added tomany soft drinks and to certain and over-the-counter medications.Caffeine's prescription effectsincludecentralnervoussystemstimu pharmacologic lation, bronchodilation, and higher blood pressure, most nancy, even a small increase in the risk of congenital anom alies would have an important effect on public health. A numberof published reportshave reviewedthe scientific literature maternalcaffeineconsumption regarding and congenitalanomalies.5"3'6However, a systematic re view of the epidemiologic literatureon this topic has not been review,specific published.In a systematic well-definedcri Submitted 23 May 2005; accepted 19 December teria are used in searching for papers, selecting studies for 2005. andOccupationalEpidemiology, New From theBureau of Environmental York StateDepartment ofHealth,Troy,NY. This study was supported by a cooperative agreement from the Centers Disease ControlandPrevention(U50/CCU223184). u Supplemental material for for this article is available with the online version of thejournalatwww.epidem.com;clickon "ArticlePlus." Correspondence: Marilyn L. Browne,FlaniganSquare, 547 River Street, Room 200,Troy,NY 12180.E-mail:mlblO(health.state.ny.us. Copyright (C 2006 by Lippincott Williams & Wilkins ISSN: 1044-3983/06/1703-0324 DOI: 10.1097/01.ede.0000208476.36988.44 324 inclusion,criticallyappraisingstudy methods,and summa The methods for this systematic rizingstudyfindings.17 review were based onMulrow's andWeed's guidelines.17"18 The objectives of this review are to summarize and evaluatemethodologicalaspectsof epidemiologicstudiesof maternal caffeine exposure and risk of congenital anomalies. A critical appraisal of currently available epidemiologic ev idence is used to suggest recommendations for future re search. Epidemiology * Volume This content downloaded from 169.226.11.193 on Thu, 5 Jun 2014 12:17:54 PM All use subject to JSTOR Terms and Conditions 17, Number 3, May 2006 Epidemiology * Volume Maternal Exposure to Caffeine and Risk of Congenital Anomalies 17, Number 3, May 2006 METHODS ingwere Search Strategy and Selection Criteria Studies were identified through a search of the included in an assessment of internal validity. No was made toexcludestudiesbased onmethodologic attempt quality. Narrative Summary and Meta-analysis of Study MEDLINE/PUBMED database (1966-October 2004). A free-text search limitedto human studieswas conducted Findings Summaryodds ratioswere calculatedforstudieswith using the terms "caffeine or caffeinated or coffee or tea" and or defects."The bibliographies the same type of exposure (caffeine, coffee, or tea) and the "anomaliesormalformations of original reports and review articles were searched for additional published studies. No language restriction was imposed; case reports, studies based on a small case group (n < 10), and unpublished manuscripts were not included in the search. Only one report describing data for any given study weremultiplereports, was selected;when there population the study with themost recent and complete data was se were examinedto determine lected.The fullstudyreports same type of malformation. Results pertaining to the same exposure and outcome combination were available fora small number of outcomes and mostly forcoffee intake.A narrative is also presented. summary (CIs) Odds ratios(ORs) and 95% confidenceintervals were calculated for several studies that did not reportmea sures of association. Odds ratios forhigh exposure (defined as 3+ servings per day formost studies) versus no exposure eligibility for inclusion when citation titles or abstracts did across studiesusing thegeneralvariance were summarized based method describedby Petitti.2When available, ad atmoderate to high levels of exposure and forcertain types of congenital anomalies rather than all anomalies. In keeping with the goal of assessing the adequacy of the published epidemiologic literature, the criteria used to include studies for review were as follows: of effect A generalvariance-basedtestof homogeneity20 homogeneity(Q-test estimateswas performed;significant detail. not containsufficient wouldmost likelyoccur effects of caffeine Teratogenic * Caffeine or caffeinated beverage consumption was exam ined as a risk factor formajor congenital anomalies, defined as "those that have surgical, medical, or serious cosmetic importance.",19 *Effectestimates were presentedforone ormore categories of congenital anomalies classified by organ system or subtypes within an organ system; studies with analysis were excluded. combined" limitedto "allmalformations * Caffeine exposure assessment included intake from one or beverages more caffeinated beverages(becausecaffeinated are themain sources of caffeine exposure and of greatest relevanceinassessingriskto thegeneralpopulation). * Effectestimates were presentedformoderatetohighex posure compared with minimal or no exposure. Moderate to high exposure has customarily been defined as 300 or more mg of caffeine or 3 or more servings of a caffeinated beverage. Low exposure is defined here as less than 100 mg caffeine per day or less than one serving per day. Studies that combined all levels of exposure, grouped moderate to high exposures in the referent group, or only contrasted mean levels of exposure were excluded. Because bias toward the null value would be expected to result from extensively grouped exposure or outcome categories such as "any exposure" or "all malformations," the use of these groupings ismost problematic in interpretingnull Studies excludedbased on groupedexposureor findings. outcome are summarized in the appendix available with the online version of this article. Appraisal of Study Methods For all studies meeting inclusion criteria, the full study reportwas examined; study characteristics and results were abstracted using a standard format. Evaluation of selection bias, recall bias, misclassification of exposure, and confound justed odds ratioswere used in themeta-analysis calculations. P < 0.05) was a contraindication formeta-analysis. Hetero geneity was also assessed by the I2 statistic.2 A fixed-effects model was used to estimate the variance of the summary odds was low; theDerSimonian ratiowhen studyheterogeneity and Laird random-effectsmethod was used to estimate the variance of the summary odds ratio in the presence of was used RevMan 4.2 software22 moderateheterogeneity.20 to calculate and graph meta-analysis results. RESULTS Literature Search Of these, retrieved 304 citations. The searchstrategy therewere 21 original research reports describing exposure to a source of caffeine during pregnancy and risk of congenital anomalies. One was a study presented in a letter to the editor;23 the original study report published in French was translated to English for this review.24 Three additional cita tionswere foundin thereference listsof publishedreview articles25-27 and one additional study forwhich results were published in a textbook was identified,28 resulting in 25 selectedstudies. excluded. were subsequently Eighteenof thesestudies from medications Three assessed caffeine exposure only,2526'29 and one evaluated risk of minor anomalies.27 An additional 14 studies were excluded because they did not evaluate the riskofmoderate to high exposure compared with low or no exposure (n = 11),30 0- or they presented results only for all malformations combined (n = 3).24,41i42 (A summary description of these 14 studies is provided in the electronic appendix.) Six study reports by Tikkanen and Heinonen33-3743 all referred to the same study population. Despite some overlap, all were selected because each con tributedquantitative information for different cardiovascular malformation categories. However, 5 of the 6 reports33-37 were ultimately excluded from the full review because expo sure was categorized as "any versus none." The Boston University Slone Epidemiology Center Birth Defects Study ? 2006 Williams &Wilkins Lippincott This content downloaded from 169.226.11.193 on Thu, 5 Jun 2014 12:17:54 PM All use subject to JSTOR Terms and Conditions 325 Browne Epidemiology * Volume 17, Number 3, May 2006 contributed data for 2 reports; both are included because each examinedcongenitalanomalies fromdifferent organ sys The inclusion ofpreviouspregnancies byMcDonald et a148posed a numberofmethodologicproblems.First,the tems.44'45 contribution of more than one observation (pregnancy) by a Methodology of IncludedStudies For the7 studiesretainedforanalysis,publication dates ranged from 1974 to 1993.28,43-48 Four were conducted in the United States or Canada and 3 in European or Scandinavian countries. Six were case-control studies28'43-47 and one was a retrospective cohortstudy.48 and re Studycharacteristics sults are summarized in Table 1. Response rateswere generally high and comparable for cases and controls, so nonresponse was not an obvious source of distortion. Rosenberg et a144 and Werler et a145 used an affected(malformed) controlgroup.This approachreduces the potential for response bias or recall bias thatmay occur when a nonmalformed control group is used. In each of the included studies, time to interview was relatively short and similar for cases and controls (generally less than 1year after the index birth) with the exception of theMcDonald et al study.49 It is possible that recall bias may have contributed to elevated risk estimates in the studies by Fedrick,46McDonald et al,48 and Ferencz et al.28 Inconsistent findings for various et al argue types ofmajor congenital anomalies inMcDonald against an important influence of recall bias in that study. However, increased reportingof high tea consumption among case mothers living inmedium and high incidence areas but not in low incidence areas in the Fedrick study46 could have been the result of heightened concerns about risk factors among women inmedium and high incidence areas or, as the authorsuggested, becauseof anobservedcorrelation between water softness and anencephaly. The estimates in Table 1 summarize the findings for the entire study area. Only 3 of the 7 studies evaluated multiple sources of caffeine exposure28'43'44 and only one accounted for changes in caffeine intake during early pregnancy. Ferencz et a128 examined average daily caffeinated beverage intake during the period from 3 months before through 3 months after the lastmenstrualperiod,whereas theotherstudiesevaluated intake duringpregnancy only.Poormeasurement of exposure is a particular concern in studies of caffeine consumption duringpregnancy.50 Control of confounding was limited in some of the includedstudies.Fedrick46selected control subjectsby matching on several variables but did not account formatch ing in the analysis. Only crude comparisons of caffeine exposure and outcomes were available for the studies by TikkanenandHeinonen43and Ferenczet al.28Confounding from factors includingmaternal age and smoking was assessed in the4 remaining Statistical adjustment by studies.44'45'47'48 et a148 reduced the excess relative risk associated McDonald with 3 ormore cups of coffee per day by 24%, 25%, and 71% for heart anomalies, oral clefts, and neural tube defects, respectively (basedon cruderiskestimatescalculatedby the presentauthor).Because positiveconfounding was observed et al and not in the other 3 only in the study by McDonald studies,44,4547 it is uncertain whether uncontrolled confound ing contributed to positive associations Fedrick46 and Ferencz et al.28 326 in the studies by study motherviolates theassumption of independent obser vations in standardstatisticaltests.Second, inaccuraciesin outcomeand exposureassessment were likely.For previous pregnancies, ascertainment of congenital anomaliesreliedon self-report and exposureassessmentrequiredrecallof expo sure that occurred years in the past. McDonald et al used separateregression models toestimateeffectsforcurrent and previouspregnancies. The authorsstatedthattheregression coefficients forpreviouspregnancies were not significantly different from those for current pregnancies, and they pre sented odds ratios based on a weighted average of the 2 models.48 Results of Included Studies Narrative Summary The odds ratios for the 7 included studies were gener ally close to the null value. Selected elevations in riskwere observed in 3 studies. In a study conducted in England and Wales, Fedrick46 noted an elevated risk of anencephaly among women who reported drinking 3 or more cups of tea per day (odds ratio = 1.6, 95% confidence interval = 1.1 2.4). McDonald et a148 found an adjusted odds ratio of 1.5 (CI = 1.1-2.2) for risk of cardiovascular malformations associated with consumption of 3 or more cups of coffee per day among women inMontreal. Although the authors of the InfantStudy28statedthat"no case Baltimore-Washington control differences were noted" in caffeinated beverage in take, crude odds ratios (calculated by this author) support a dose-response trend for coffee intake and cardiovascular malformations; when intake is categorized as 3 or more cups of coffee per day, the OR was 1.3 (1.0-1.6). An elevated odds ratio for cardiovascular malformations was also ob served for 7 or more cups of tea per day (1.7; 1.1-2.8); no dose-response pattern was present. A dose-response relationship was generally lacking in theRosenberg et a144 study findings (only slight support for a positive trend for cleft lip with or without cleft palate). However, there is some evidence of invertedU-shaped trends for inguinal hernia, cardiovascular malformations (CVMs), and neural tube defects, and an inverse trendfor isolated cleftpalate. Odds ratios (calculated by this author) fordaily caffeine intake of none, 1-199 mg, 200-399 mg, and 400 mg ormore were 1.0, 1.6, 1.5, and 1.2 for inguinal hernia; 1.0, 1.8, 1.7, and 1.2 for CVMs; 1.0, 1.5, 0.9, and 0.6 forneural tube defects; and 1.0, 1.0, 0.8, and 0.5 for isolated cleft palate, respectively. These esti mates were imprecise as a result of small numbers in the andhighexposurecategories. nonexposed Elevations in relative risk were observed for some of the anomaly categories other than cardiovascular malforma tions examined byMcDonald et al.48 Evidence of a relation ship between coffee consumption and various congenital anomalies was absent in the following studies: Kurppa et a147 (oral clefts, skeletal, cardiovascular, or central nervous sys tem anomalies), Werler et a145 (gastroschisis), and Tikkanen and Heinonen43 (hypoplastic leftheart syndrome). ? 2006 Lippincott Williams &Wilkins This content downloaded from 169.226.11.193 on Thu, 5 Jun 2014 12:17:54 PM All use subject to JSTOR Terms and Conditions Maternal Exposure to Caffeine and Risk of Congenital Anomalies 17, Number 3, May 2006 Epidemiology *Volume ( 0 to ) 0)0 0 c 0 0 0~~~~0 0~~~~~~~ LI - ~~~0 v 0 o( ~ c Ch - o >0 ' ~~~~ 0~~~~~~~~~~~ Z0L 0 0 .C)) 0 ~~~~~~ -0 .~~~~ 00 +0 w~ ,- ~ ~ 0 0 4- ~~~~~~~~ 0Cd0 0l 0 (0 0 00)(0o 0 0 o0o0 ~ ~~~~~0 ~~~0~ it 0 ~ 0~~~~~'~~~~> 0)0000 O., ,00V. ) 0 )0 0 w 0 . 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( 0~~~~~~~~~~~~0 0~~~~~~~~: 0 0 (O 0, (0~~~~~~~~~~~~~~~~~~~~~~~~~~~~~' 0 0. 00)0u 0~~~'Cl-N-Cl Nt cn 0~~~~~~~~O 0 C E 2 -~~~~~~~~~~~~~~~0 z 00 E E )0~C1~ IC Zo u CA ~ ~ ~ ~ 0 0 0~~~~~~~~~~~~~~~~~~~~~-0 00 (n0 cnC ~ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ (0 r N oo~~(0 ~ 0~~~~~ 0 This content downloaded from 169.226.11.193 on Thu, 5 Jun 2014 12:17:54 PM All use subject to JSTOR Terms and Conditions 0* 0) 5 E 0 00 cd 000)00 Epidemiology * Volume 17, Number 3, May 2006 Browne o--60 2 ct ~4- ~~~~~~~ ~ ~ 00 0004 ~ ~ Q 0 ~ ~ ~ r C C)O~ ~~~ ~~~ r- 00~~~~~~ 0-0r 0~~ 0 0.50 N CZ~ E~ ~~~ . v)0v)CO 0 ~~~~~ 40 - ~ 700 -. NC C) Cj 0) ) C EI E O O15 to000 0 ' V- 0 cl 0 UC ' 2 ~~~~~ Cu U 0 E. 0~~~~~50U0~~~~~~~~~~~~~CZZ 0 to ~~Cu ~~~~~ CZ ~~~~~~~~~~~0U S00 0Cz0 U0-OC U CZ 0 0 CO 0 00 0 CZ 0)~~~~~~~~~~~~~~~~~~~~~~~>VC C0~~~~~~~~~~~EC 0 to C) 0 ~~~~~~~~~~~~~~~~~~~~~~~. 0i6 - U- -- 0 0 CO 0) U C Uu cO 0U)0 00 0 C) ~ ~ U~~~~~~0 0)0~~~~~~~00U 0 0CO Cu ) C)c Cd C r_ I. 00 :3 U ~0C ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ O C This content downloaded from 169.226.11.193 on Thu, 5 Jun 2014 12:17:54 PM All use subject to JSTOR Terms and Conditions c Epidemiology * Volume Matemal Exposure to Caffeine and Risk of Congenital Anomalies 17, Number 3, May 2006 Quantitative Synthesis Odds ratios for single types of exposure (caffeine, coffee, or tea) and specific malformations were summarized throughmeta-analysis methods. There were overlapping ex combinations for coffee and neural tube posure-outcome defects (2 studies), coffee and oral clefts (3 studies), coffee and cardiovascular malformations (4 studies), and tea and cardiovascular malformations (2 studies). Summary odds ratios were calculated for risk of high exposure, defined as 3 ormore servings per day (4 ormore for Kurppa et a147 estimates) versus no exposure (Fig. 1). A test of homogeneity was of borderline statistical significance for studies of coffee and neural tube defects; therefore, a sum mary estimate was not calculated. Although theQ-test was not statistically significant, 2 of the 4 risk estimates for the association between coffee and cardiovascular malformations were below the null value and 2 were above the null value; the 12 statistic (52%) indicated moderate heterogeneity. A summary estimate using a random-effects variance model is presented with reservation. Slight elevations were observed for associations between coffee intake and cardiovascular malformations (OR = 1.1; CI = 0.9-1.5) and coffee intake and oral clefts (1.2; 0.9-1.6), but not for the association between tea and cardiovascular malformations (1.0; 0.9-1.2). There is limited ability to evaluate study heterogeneity given the few studies contributing to each summary estimate. Even so, recall bias is a possible source of heterogeneity in the estimates for the association between coffee and cardio vascular malformations. The Rosenberg et a144 study took place before the 1981 U.S. Federal Drug Administration andCVMs Coffee andNTDs Coffee 198244 Rosenberg Kurppa198347 McDonald199248 199328 Ferencez Total a - - 198244 Rosenberg McDonald199248 andoralclefts Rosenberg Coffee 198244 47.4 Kurppa198347 McDonald199248 Total Tea andCVMs weight Analysis OR (95%CI) % OR and95%CI Study 1.3 _ (0.9-1.9) Rosenberg 198244 199328 Ferencz Total 0.2 0.5 1 2 20.2 12.1 23.5 44.2 100.0 0.9(0.6-1.3) 0.8(0.4-1.4) 1.5(1.1-2.2) 1.3(1.0-1.6) 1.1(0.9-1.5) 31.7 0.4 68.3 (0.2-1.0) 1.1(0.7-1.8) 33.8 18.7 100.0 1.0(0.6-1.6) 1.4(0.7-2.7) 1.2(0.9-1.6) 26.4 73.6 100.0 1.1(0.7-1.6) 1.0(0.9-1.2) 1.0(0.9-1.2) 5 FIGURE 1. Meta-analysis results for consumption of specific caffeinated beverages (high consumption vs. none) and se lected congenital anomalies. High consumption defined as 4+ cups per day for theKurppa et al study47 and 3+ cups per day for each of the other studies. Test forheterogeneity forcoffee and CVMs: P = 0.10; 12= 52%. Test for heterogeneity for coffee and NTDs: P = 0.05; 12= 73%. Test forheterogeneity for coffee and oral clefts: P = 0.65; 12= 0%. Test for hetero geneity for tea and CVMs: P = 0.92; 12= 0%. (FDA) advisory51 to limit caffeine intake during pregnancy. In addition, the use of affected controls was expected to reduce recall bias. Kurppa et a147 stated that public concern about harmful effects of caffeine did not exist in Finland at the time of their study. For these reasons, recall bias was unlikely for the 2 studies with effect estimates below the null value. The 2 studies with risk estimates above the null value took place after the FDA advisory and may have been more vulnerable to recall bias. DISCUSSION Studies with extensive grouping by exposure and out come were not selected for review. Classifying caffeine intake as "any versus none" is problematic because grouping low exposures with high exposures could hide a true effect thathappens only at high levels of exposure. Different types of congenital anomalies have diverse etiologies; grouping all anomalies as a single outcome can mask an effect thatoccurs for only particular categories of anomalies.52 With a few exceptions, the studies excluded for these reasons did not find associations between caffeine intake and congenital anoma lies. In the few instances inwhich a positive association was observed,24'30 selection bias and confounding were possible alternative explanations. The 7 included studies were well-conducted studies and provide the best available epidemiologic evidence about caf feine teratogenicity. Inaccuracies in exposure assessment and the relatively small number of specific exposure-outcome relationships that have been studied limit conclusions based on these data. Meta-analysis was possible for associations between coffee and oral clefts, coffee and cardiovascular malformations, and tea and cardiovascular malformations. Summary estimates could not be calculated for total caffeine intake (versus coffee or tea consumption) because only one of the 7 included studies reported findings for caffeine exposure frommultiple sources. The few exposure-outcome combina tions suitable forquantitative synthesis emphasize the relative scarcity of published research on this topic. The possibility of publication bias is a concern in interpreting the results re stricted to published reports.Findings of littleor no increased risk in early studies of this topicmay have reduced intereston the part of both investigators and editors in publishing addi tional studies with null results. The results of the studies included in this review sug gest that a large increase in the risk of congenital anomalies is unlikely to result from consumption of caffeinated bever ages during pregnancy. The 10% to 20% excess risk associ ated with coffee intake suggested by the summary estimates for cardiovascular malformations and oral clefts would be important if the relative risks reflected a true effect of coffee consumption. However, these small increases might also be explained by recall bias or confounding. Conversely, sources of nondifferential exposure misclassification were likely to have attenuated risk estimates. Therefore, these slight in creases and thenull results forother anomaly categories may warrant furtherattention. The few available studies for each anomaly category do not provide adequate negative evidence regarding risk. ? 2006 Williams &Wilkins Lippincott This content downloaded from 169.226.11.193 on Thu, 5 Jun 2014 12:17:54 PM All use subject to JSTOR Terms and Conditions 329 *Volume 17, 3,May 2006 Epidemiology Number Browne Misclassification of exposure is a special concern in studies of caffeine exposure. Wide variations in the caffeine content of a beverage serving53 and changes in caffeine difficulties. duringpregnancy54 are2 prominent consumption in caffeine metabo differences In addition,interindividual lism represent a source of error inmeasuring caffeine expo sure. The rate of caffeine clearance among smokers is ap proximately twice that in nonsmokers as a result ofmetabolic GrossoandBracken50 by cigarette smoke.55'56 enzymeinduction of sourcesofmis recently provideda detaileddescription classification inmeasuringcaffeineintakeduringpregnancy. as measurement of caffeine biomarkers The authors proposed methods. of questionnaire-based a remedyto thedeficiencies Unfortunately, prospective studymethods are not practical in studiesof congenitalanomalies.However,validationstudies measured exposure information comparingprospectively estimatescollectedafterdelivery with questionnaire-based in retrospective uncertainty would be helpfulin estimating study results and in guiding development of improved expo methods. sureassessment A listof recommendations forfuture researchfollows: * Collect information on multiple sources of caffeine. To separate any effect of caffeine from that of other compo nentsof coffee,tea,and soda,analyzeexposure-outcome beveragesinaddi forindividualcaffeinated relationships tion to total caffeine. *Avoid extensivegroupingof different de malformations; finemalformation outcome categories thatare "embryolog icallyor pathogenetically meaningful."52 *Throughvalidationstudies,identify methods questionnaire thatcould improve exposure assessment accuracy. For exam ple, questions on brew strength(tea and coffee), portion size, and changes in caffeine consumption during the period start through thefirsttrimester. ingbeforepregnancy * In the analysis, form categories of exposure that allow assessmentof dose-response;avoid groupinghighexpo sures with low exposures. * Assess potential effectmodification by smoking status and other factors that affect caffeine metabolism. *To reduceconcernsaboutspuriousfindings from multiple to analyses, use a priori relationships and mechanisms guide the choice of outcome categories and potential effect modifiers. However, exploratory analyses in the absence of mechanistic hypotheses, when reported as such, are also useful in guiding subsequent research efforts. specific categories of congenital anomalies exposuretocaffeine. M ENTS ACKNOWLEDG The author thanks AprilAustin,Erin Bell, Charlotte Druschel,Lenore Gensburg,and Paul Romittifor helpful comments on earlierdraftsof this manuscript. REFERENCES 1. 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