[CANCER RESEARCH 41. 1460-1465. 0008-5472/81 /0041-OOOOS02.00 April 1981] Influence of Dietary Fatty Acids on the Incidence of Mammary Tumors in the C3H Mouse1 Ian J. Tinsley,2 John A. Schmitz, and Donald A. Pierce Department of Agricultural Chemistry ¡I.J.T.], School of Veterinary Medicine ¡J.A.S.], and Department of Statistics [O.A.P.], Oregon State University,' Corvallis, Oregon 97331 ABSTRACT Statistical techniques have been used to establish the extent to which the incidence of spontaneous mammary tumors in C3H mice could be associated with the levels of individual fatty acids in their diets. Eleven different fats and oils and nine mixtures of these fats and oils were selected so that the levels of the nine major fatty acids varied over a reasonable range and were not highly correlated with one another. Tumor inci dence was observed in mice raised on diets containing 10% of these different fats. Multiple regressions have been calculated, expressing tumor incidence or time to tumor as a function of the levels of nine fatty acids, four saturated and five unsaturated, of the dietary lipids. Increased tumor incidence and decreased time to tumor were observed when increasing levels of linoleate (18:2) replaced the eight other fatty acids in the diet while the other polyunsaturated fatty acid, linolenate (18: 3), had little effect on tumor incidence. Four saturated fatty acids, laurate (12:0), myristate (14:0), palmitate (16:0), and stéarate(18:0), were studied, with only the latter showing a significant effect. Increasing levels of stéaratewere associated with decreased tumor incidence and increased time to tumor. There was also a suggestion that erucic acid (22:1) reduced tumor incidence, but oleic acid (18:1) produced no significant effect. INTRODUCTION It is quite clear that both the level and composition of fat in the diet can influence the incidence and development of some tumor systems. This is particularly true with mammary tumors in rats and mice where the effect of fat has been observed with spontaneous tumors (25) and with tumors induced by dimethylbenz(«)anthracene (3, 11), A/-nitrosomethylurea (7, 8), and diethylstilbestrol (9). Epidemiological studies have also asso ciated the incidence of mammary tumors in humans with the level of fat in the diet (4). In general, experiments designed to study the effect of fat composition indicate that oils containing polyunsaturated fatty acids tend to enhance tumorigenesis (3). The response to rapeseed oil, an oil very low in saturated fatty acids, is some what atypical, being comparable to that produced by the more saturated fats (3). Some evidence is accumulating, primarily from experiments with tumor transplants and tissue culture systems, that linoleate is required for the development of mammary tumors (10, 14). A minimal requirement for linoleate has also been suggested 1This study was supported by USPHS Grants CA20998 and CA 27532 from the National Cancer Institute. Technical Paper 5508, Oregon Agricultural iment Station. 2 To whom requests for reprints should be addressed. Received May 15, 1980; accepted January 12, 1981. 1460 Exper for the development of mammary tumors induced in rats by dimethylbenz(a)anthracene (11 ). Whether any other fatty acids have specific effects on the incidence and development of mammary tumors is not known. Although there are numerous possibilities (22), the mechanism(s) by which fatty acids influ ence mammary tumorigenesis are not understood. It is not possible to identify the effects of individual fatty acids, saturated and unsaturated, when comparisons are made simply among diets, each of which contains a single natural fat or oil as the fat source. When the fat content is held constant, there are significant negative correlations between the levels of different fatty acids; for example, if the level of linoleate is decreased by substituting tallow for corn oil, one would obtain a corresponding increase in stéarate.Consequently, one can not conclude that the difference in response is due to an increase in the level of one fatty acid or a decrease in the other or both. Multiple regression methods of analysis do, to some extent, separate these effects, but the standard errors of indi vidual regression coefficients are large when the independent variables are highly correlated. Statistical methods have been used in this study to further isolate the effects of individual fatty acids on the incidence and development of mammary tumors in the C3H mouse. The correlation between levels of different fatty acids in the diets has been reduced by using, in addition to selected natural fats and oils, mixtures prepared from these components. Regres sion techniques have been used to explore the contributions of individual fatty acids on different aspects of tumorigenesis. MATERIALS AND METHODS The experimental design was based on that used by Caster ef al. (5) to study the effect of dietary fat on the composition of tissue lipid. Eleven natural fats and oils and mixtures of these fats and oils were used to provide a total of 20 different fats (Table 1) such that the correlation between levels of individual fatty acids was a minimum. In 2 cases, monoglycerides were used, and oil extracted from alyssum seeds provided an addi tional source of eicosanoic acid (20:1 ; this designation identi fies fatty acids by the number of carbon atoms in the chain followed by the number of double bonds). The fatty acid com position, derived from 6 to 8 diet samples taken over the feeding period, is also given (Table 1). Correlation coefficients for the combinations of the 9 major fatty acids are given in Table 2. The composition of the semisynthetic diet is outlined in Table 3, the fat content being held constant at 10% by weight. After reviewing the observations of Carroll and Khor (4) and Silverstone and Tannenbaum (23), 10% fat was selected as a level which should influence tumorigenesis without overwhelming differences due to composition. Diets were mixed regularly, stored in a freezer, and replaced in the animal cages every 2 CANCER RESEARCH VOL. 41 Downloaded from cancerres.aacrjournals.org on June 18, 2017. © 1981 American Association for Cancer Research. Dietary Fatty Acids and Incidence of Mammary Tumors Table 1 Fatty acid composition Each analysis represents the average of at least 8 diet samples. Standard deviations are omitted in the interest of clarity but are less than 10% in most cases. % of dietary fat by weight in following fatty acids 22:11.310.1 14:035.5 fatCoconutButterTallowLardOliveCottonseedCornRapeseed Dietary 17.72.84 12.74.421.300.590.7119.8 51.11.75.54 erucic)SafflowerLinseedSpan (high erucic)]Corn [rapeseed (low (0.5)Lard (0.5), rapeseed (0.25)Coconut (0.5), olive (0.25). alyssum (0.5)Linseed (0.5), safflower (0.6)Safflower (0.4), tallow (0.5)Butter(0.5), olive (0.4)Tallow (0.6), cottonseed (0.2)Linseed (0.8). span (0.4),olive (0.2), glycerol stéarate (0.4)Glycerol myristate (0.8), span (0.2)12:0 24.812.2Trace 9.272.241.25 6.523.230.44 Trace 69.116:020.739.731.325.212.914.910.62.016.205.03.96.4116.213.919.79.0427.325.37.354.4918:04.013.819.313.82. Table 2 Correlation ratios of fatty acid pairs 22:11.00-0.75 12:014:016:018:018:118:218:320:122:112:01.000.230.14-0.13-0.30-0.10-0.15-0.16-0.1214:01.000.04-0.12-0.28-0.26-0.14-0.19-0.1516:01.000.510.20- 1.00 Table 3 Composition of basal diet ConstituentsCaseinCereloseSalt mix"Fat diet200 g565 g50g100g75g10g2 oil)Solfa-flocVitamin (or mix*1Vitamin acetateVitamin A 0.r>a-Tocopherol acetateAmount/kg mg4 mg50 mg Sait mixture according to Hubbell et al. (13). 6 Amount per kg diet: menadione, 10 mg; thiamine HCI, 10 mg; riboflavin, 10 mg; pyridoxine (vitamin B6), 20 mg; nicotinamide, 50 mg; calcium pantothenate, 30 mg; ascorbic acid, 100 mg; p-aminobenzoic acid, 1.0 g; choline dihydrogen citrate, 5.0 g; inositol, 1.0g; biotin, 200 mg; folie acid, 1.0 mg; vitamin B,2(0.1% trituration), 20 mg; and lactose, 2.759 g. to 3 days to minimize any untoward effects from rancidity. Peroxide values were determined for all oils prior to use, and preliminary studies indicated no appreciable increase during frozen storage up to 5 weeks. Vitamin E levels were adequate even for those diets containing high levels of polyunsaturated fatty acids. The diet vvc;sanalyzed for zinc and found to contain 5 to 6 mg/kg. An exact estimate of the optimum dietary level of zinc has not been established for the mouse, although deficiency symptoms have been observed in mice fed diets containing 3 mg of zinc per kg, and good growth and reproduction have been observed in mice fed diets with 30 mg of zinc per kg. (17). In an ancillary study, no noticeable improvement in per formance was obtained by increasing the zinc content of the diet. The proportion of dietary calories contributed by linoleate in rations containing tallow or butter as the source of fat was 0.3 and 0.5%, respectively. Again, an exact requirement of essen tial fatty acids has not been established for the mouse; how ever, these intake levels could be considered marginal in reference to those for the rat where an intake of 0.5% of calories as linoleate has been determined for females (19). Mice were purchased from L. C. Strong Research Founda tion, San Diego, Calif., as weanling females, with a minimum of 44 animals used for each of the 20 diets. Animals were held in polycarbonate shoebox cages (3.8 x 19 x 12.7 cm), with 4 mice/cage on corncob bedding, and the room was maintained at 22 ±1°Cwith a 12-hr lighting cycle. Food consumption for each cage was measured, and the mice were weighed and palpated weekly to monitor the development of mammary tu mors. The size of each tumor was measured with calipers. Moribund mice were sacrificed by cervical fracture, and each tumor was weighed, measured, and fixed in 10% buffered neutral formalin. Any other pathological conditions were noted. Fixed tissues were imbedded in paraffin, sectioned at 6 to 7 ftm, and stained with hematoxylin and eosin for microscopic examination. For each diet, the entire curve P(f) [the percentage of the population (P), from which the samples were taken, which would exhibit the first palpable tumor by time f] was estimated APRIL 1981 Downloaded from cancerres.aacrjournals.org on June 18, 2017. © 1981 American Association for Cancer Research. 1461 /. J. Tinsley et al. tumors (median time to tumor); and (b) Ó = P(65), the proba bility of a tumor by 65 weeks of age. At times substantially earlier or later than 65 weeks, there is not enough variation to tumor incidence to provide useful inferences. It should be emphasized that both of these aspects are essentially measuring time to tumor. By the end of the experi ment, the tumor incidence on all diets was so high, with one possible exception, as to provide very little evidence of the differential effects of diets. for all f values between 0 and 100 weeks of age. The estimate P(f) of this function was computed by "life-table" methods (1) to account for mice taken from the experiment for causes other than tumor development. Although there were no substantial differences between diets of deaths due to other causes, this method of estimation of P(f) does adjust for this complication and also for the effect of the removal of a few mice during early weeks for tissue analysis. Statistical analysis consisted of carrying out various multiple regressions based on models of the form 9 RESULTS Q = ßo+ I ßK+ e t=i where 0 is some selected numerical aspect of the curve P(f), 0 < f < 100, and x, x9 are the percentages of the corresponding fatty acids. Since £x,= 100 for all diets, it was necessary to impose the constraint (£/?= 0) to make the regression estimates well defined. Consequently, the regres sion coefficient ß,is essentially the increase in 0 resulting from a unit increase in x, when all the other x variables are decreased by equal amounts (1 /8). In other words, ft¡might be conceived as a "substitution factor," indicating the change in tumorigenic response produced by increases in the level of a specific fatty acid as it replaces equal proportions of the other 8, with total fat remaining constant. Another coefficeint relating response directly to dietary levels of a fatty acid would differ from ß,by incorporating both the caloric effect as well as any specific effect of that fatty acid. One might expect these coefficients to be positive for all fatty acids given the enhanced tumorigenesis with increasing levels of total dietary fat. The experimental design used in this study will not provide an estimate of the latter parameter. Some of the Ó aspects considered were: (a) the time (f60) until 50% of animals have tumors; (b) P(f) at various selected times (f = 35, 45 95); and finally (c) the age-specific tumor incidence rates, i.e., the probability of occurrence of a tumor in various 10-week periods given no tumor up to that period. It was found that an adequate summary of the effects is given by the 2 aspects: (a) Q = f50, the time until 50% have Growth and Food Intakes. There were no marked differ ences in food intakes or body weights at 7 and 17 weeks with mice fed these different rations (Table 4). Also, the growth rate observed in this study was comparable to that reported by Poiley (18) for this strain. Differences in the average body weights of the 20 dietary groups are larger at 27 weeks but, with the increased variability, are not significant. At later stages of the study, comparisons of body weights become tenuous with increased variability probably associated with tumor de velopment and growth. Thus, it would not appear that differ ences in caloric intake or food efficiency would be factors in interpreting effects of diet on tumorigenesis. Histopathology. As might be expected with the virus-in duced tumor in this strain (24), the majority of the tumors were classified as type A adenocarcinomas. Some type B and mixed, type A and type B, adenocarcinomas were also observed. A high incidence of generalized amyloidosis as well as focal or multifocal cardiomyocardiolysis of variable severity was present in mice from all dietary groups. The possible associa tion of these lesions with the dietary variables is being explored and will be reported elsewhere. Tumor Incidence. Estimates of i50, median time to tumor (f when P(f) = 0.50), along with values of P(f) at selected 10week intervals, are summarized in Table 5. An approximate standard error for each set of estimates is also included. In analyzing the effects of different fatty acids, one may use statistical procedures which would be highly focused and tend Table 4 Body weight and food intake Body wt (g) at following wk 17 Dietary fat CoconutButterTallowLardOliveCottonseedCornRapeseed erucic)SafflowerLinseedSpan (high erucic)]Corn [rapeseed (low (0.5)Lard (0.5). rapeseed (0.25)Coconut (0.5), olive (0.25), alyssum (0.5)Linseed (0.5), safflower (0.6)Safflower (0.4), tallow (0.5)Butter (0.5), olive (0.4)Tallow (0.6), cottonseed (0.2)Linseed (0.8), span (0.4)Myristate (0.2), stéarate(0.4), olive (0.8), span (0.2)19.3 ' Mean ±S.D. 1462 1.1a19.6 ± 1.119.2 ± 0.919.5 ± 1.119.3 ± 1.118.8 ± 1.318.6 ± 1.219.2 ± 1.318.6 ± 1.219.2 ± 1.419.0 ± 1.718.9 ± 1.319.2 ± 1.518.4 ± 1.218.5 ± 1.318.9 ± 1.318.8 ± 0.919.3 ± 1.718.5 ± 1.019.1 ± ±1.124.8 1.225.2 ± 0.824.2 ± 1.225.1 ± 1.725.3 ± 1.024.8 ± 1.424.9 ± 0.924.3 ± 2.425.1 ± 1.225.1 ± 0.925.8 ± 1.124.9 ± 2.424.6± 1.624.1 ± 1.324.5 ± .424.9± .325.3± .125.5± .224.8± .425.1± ±0.830.8 .932.1 ±1 2.029.9± 2.132.3 ± 1.831.4 ± 1.729.4 ± 3.330.7 ± 2.430.6 ± 1.531.6 ± 2.530.9± 2.031.9 ± 1.530.8 ± 2.430.5± 2.530.3± 2.129.8 ± .931.7 ±1 2.531.6± 3.331.4± 2.031.1 ± 1.831.3± ±2.134.2 27 2.835.2± 2.831.9± 2.936.3± 3.234.6 ± 2.533.6 ± 2.934.6± 3.234.6± 3.035.6 ± 3.934.0 ± 3.034.8 ± 2.834.5± 4.134.6± 3.433.4 ± 3.333.3 ± .935.4±1 2.435.1 ± 2.735.4± 2.334.6 ± 2.335.4± ±2.84.0 CANCER Av. daily food intake (9) 0.53.9 ± 0.34.4 ± 0.33.7 ± 0.43.8 ± 0.23.8 ± 0.33.7 ± 0.33.7 ± 0.33.7 ± 0.33.6 ± 0.53.6 ± 0.33.8 ± 0.23.9± 0.33.9 ± 0.33.8 ± 0.23.8 ± 0.53.9 ± 0.34.1 ± 0.54.1 ± 0.43.8 ± ±0.4 RESEARCH Downloaded from cancerres.aacrjournals.org on June 18, 2017. © 1981 American Association for Cancer Research. VOL. 41 Dietary Fatty Acids and Incidence of Mammary Tumors Table 5 Effect of dietary fat on tumor incidence wkDietary variableCottonseedButter % of mice with palpable tumor at following (wk)56.3056.3056.6059.0059.5059.9060.2061.3061.3061.4062.0062.0063.0064.0066.0066.4067.4067.5068.5070.1 (0.4)SafflowerSafflower (0.6), cottonseed (0.5)SpanCornCoconutCoconut (0.5), olive (0.5)OliveTallow (0.5), safflower (0.2)Lard (0.8), span (0.25)ButterLinseed (0.5), olive (0.25), alyssum (0.6)LinseedMyristate (0.4), tallow (0.2)Com (0.8), span (0.5)Linseed (0.5), rapeseed (0.4)RapeseedTallowLardApproximate (0.2), stéarate(0.4), olive S.E.fx to result in formal tests of significance, or the data may be analyzed in a broader perspective oriented toward searching out interesting relationships. Given the exploratory nature of the study, the latter approach has been used with the hope of identifying as many trends as possible. Although it is not an essential part of the statistical analysis, it is of interest to calculate the extent to which using mixtures of pure fats and oils increases the precision of inferences about apparent effects of specific fatty acids. Assuming a linear regression of some aspect of tumorigenesis on fatty acid level is a reasonable approximation, it is possible to evaluate the effectiveness of the design (2). One can compute the number of replications of the first 11 diets (Table 1), pure fats and oils, required to reduce the standard errors of regression coeffi cients to that level obtained using all 20 diets. This number should be approximately 2 if the use of the mixtures was not effective. The statistical advantage of the design is quite ap parent (Table 6); the levels of effectiveness vary with different fatty acids because of the varying degree of correlations be tween fatty acids in the first 11 diets. Regression coefficients for the 9 fatty acids are given in Table 7 for /50 and P(65), the time at which overall tumor incidence was 55.7%. Note that a substantial amount of the variation in these 2 quantities can be associated with differ ences in fatty acid level (r2 = 0.65 and 0.66 for the overall regression) and that the error term is relatively small. Standard errors vary considerably among coefficients for different fatty acids; hence, precision of these estimates along with the t values should both be considered in evaluating the effect of different fatty acids. Tumor Yield. The average number of tumors per mouse with tumors ranged from 1.05 to 1.38. No statistically significant relationships were found in multiple regression of yield on dietary variables. Dietary fat appears to influence incidence rather than yield of mammary tumors in mice (12, 23) while, in rats treated with 7,12-dimethylbenz(a)anthracene, the reverse is true (3). DISCUSSION The regression coefficient for linoleic acid (18:2), while not the largest, is the most significant, with the lowest standard error and consistently high f values. The decreased r50 and increased P(65) would be consistent with other studies, sug gesting that this fatty acid is required for the development of mammary tumors (10, 11, 20). Although linolenic acid (18:3) can inhibit the transformation of linoleate to arachidonic acid (20:4), present in significant amounts in mammary tumor lipid (20), these data do not indicate that this fatty acid has any special effect on the incidence and development of this tumor system. Parenthetically, it is interesting to note that an inhibiTable 7 Regression coefficients from multiple regressions expressing tx and P(65) as a function of dietary fatty acid Fatty acid12:014:016:018:018:118:218:320:122:1r»VRMSC-0.060.02-0.080.19-0.02-0.10-0.01-0 Table 6 Replications of first 11 diets needed to give precision obtained with 20 diets Fatty acid12:014:016:018:018:118:218:320:122:1Replications142152232132295533 0.51±0.18(1.12)(-0.84)(0.45)(-1.61 Mean ±S.E. Numbers in parentheses, f value testing ß,= 0. c Residual mean square. APRIL 1981 Downloaded from cancerres.aacrjournals.org on June 18, 2017. © 1981 American Association for Cancer Research. 1463 /. J. Tinsley et al. tory effect of eicosa-5,8,11,14-tetraynoic acid on the growth of a transplanted mammary adenocarcinoma in mice has been attributed to inhibition of the conversion of linoleate to arachidonate (21). Oleic acid (18:1) substitution appears to have little effect. This may be related to the observation that changes in the dietary level of this fatty acid produce minimal changes in the fatty acid composition of tissue lipids (5). Because of the high standard error in this study, the effect of eicosanoic acid (20: 1) cannot be defined. Erucic acid (22:1), on the other hand, gives a negative coefficient for tumor incidence, the magnitude of which (though not statistically significant) suggests a de crease in tumor incidence as this fatty acid replaces the other 8. Rapeseed oil was the only source of erucic acid in this study, and consequently, it is possible that this effect could be due to some other constituent of the oil. The response to rapeseed oil confirms earlier observations of Carroll and Khor (3). The largest regression coefficients, though not the most precise, are observed in stéarate(18:0). Increasing levels of this fatty acid in the diet are associated with higher values of fso and lower tumor incidence at 65 weeks. These data suggest that it is unlikely that palmitate (16:0) has an effect comparable to stéarate, if anything, it would be the reverse. The effects associated with varying levels of myristate (14:0) and laurate (12:0) appear to be small, although there is a suggestion that lauric acid may have a positive effect on tumor incidence at 65 weeks. The enhanced tumor yield with coconut oil compared to tallow in rats treated with dimethylbenz(a)anthracene (11 ) may reflect an effect of lauric acid. Differing response to the 4 saturated fatty acids is of interest and would substantiate the observations of Caster et al. (6) who demonstrated that saturated fatty acids also differed in their effects on a number of physiological parameters. Of particular interest was a highly significant effect of stéarateon liver lipid, cholesterol content of liver lipid, and plasma choles terol. These workers also defined 2 groups of saturates, C4,8,12,16 and C-6,10,14,18, based on effects on food intake and growth. In this study, responses to the 4 saturated fatty acids would tend to confirm this classification and would sup port the contention of Caster ef a/, that "saturated fatty acids should not be considered just as a group of non-essential, similar energy sources, but as a group of nutrients each of which is biochemically and physiologically significant in its own right." Conclusions of this study are confirmed in part by recent observations of the effects of fatty acids on the growth of normal and neoplastic rat mammary epithelial cells (26). In both cell systems, linoleate enhanced and stéarateinhibited growth. However, in contrast to observations reported here, both oleate and linolenate enhanced growth, the former being more active with neoplastic cells and the latter with normal cells. It is not surprising that the in vivo response of linolenate and oleate differs from that observed in vitro since, with the possible exception of adipose tissue, changes in dietary levels do not translate into comparable changes in tissue levels of these fatty acids. Linolenate is metabolized rapidly to higher homologs, and consequently, tissue levels of this particular fatty acid are usually low (15). Concentrations of the higher homologs would increase with increased levels of linolenate in the diet; however, the action of these components on the cells 1464 may differ from that of the parent acid. Statistical studies have demonstrated that the fatty acid composition of tissue lipids is not particularly responsive to the level of oleate in the diet (5). The use of median tumor incidence or incidence over some specified time interval is one approach to the analysis of the effect of the dietary variables. A more sophisticated treatment would be required for the comprehensive analysis of the ob vious differences in the time course of tumor incidence (Table 4). Of particular interest in this regard is the response of mice raised on the ration containing 10% tallow. The time course of tumor incidence through 65 weeks is not markedly different from that of the other 19 dietary groups; however, in the next 30 weeks, further incidence of tumors was much less. This decreased tumor incidence cannot be attributed to increased mortality. It is possible that, over the prolonged feeding period, a low-order deficiency in essential fatty acids is achieved which could inhibit tumorigenesis. Fatty acid analysis of tissues (to be reported elsewhere) would be indicative of such a possibil ity; however, no gross deficiency symptoms were observed. Mice raised on rations containing 10% butterfat might be expected to show a similar response; however, this was not the case. The higher level of stéaratein tallow may also be a factor in the differences in response of the 2 dietary groups. Thus, in the analysis of the effect of dietary fat on tumorigen esis, it is not sufficient to simply classify fats as polyunsaturates or saturates. Individual fatty acids may be having differing effects on the development of tumors, and the isolation of these effects will improve the basis for interpreting the effects of fat on cancer. ACKNOWLEDGMENTS The competent technical assistance of R. Lowry, B. Jones, and Glen Wilson in the preparation of the fat samples and of E. May in the management of the animals is acknowledged. REFERENCES 1. Armitage, P. Statistical Methods in Medical Research. New York: John Wiley & Sons, 1971. 2. Brownlee. K. A. Statistical Theory and Methodology in Science and Engi neering. New York: John Wiley & Sons. 1965. 3. Carroll, K. K.. and Khor, H. T. 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