Back

Trans Fats Consumption and Body Mass Index in Cross Sectional Analysis

Golomb, B. A.; Pavlovsky, A.; Koslik, H. J.

2021-01-15 nutrition
10.1101/2021.01.13.21249701 medRxiv
Show abstract

BackgroundTrans fats remain on the market in parts of the world. Emerging evidence suggests that factors beyond calorie balance may affect fat deposition and body mass index (BMI). Trans fats are prooxidant, proinflammatory, and have shown adverse metabolic effects and increased fat deposition in animals. ObjectiveTo assess the relation of dietary trans fatty acid consumption (dTFA) to BMI in humans. DesignCross-sectional analysis of baseline data from a broadly-sampling study. SettingCommunity-dwelling adults from Southern California. Participants1018 adult men and women aged 20-85 without known diabetes, CVD, or cancer, with screening LDL 115-190mg/dL. Women of procreative potential and children were excluded. MeasurementsHeight, weight, and waist circumference were measured, and BMI calculated (kg/m2). The Fred Hutchinson Food Frequency Questionnaire provided data on dTFA (grams/day) and calories consumed. Additional covariates included activity, chocolate consumption frequency, and mood. Regression assessed the relation of BMI (outcome) to dTFA, unadjusted and in models adjusting for age and sex, and adding calories and activity, chocolate consumption frequency, and mood. ResultsHigher dTFA was associated with higher BMI and waist circumference. The coefficient was strengthened, not attenuated, with adjustment for calories and activity, and other assessed covariates. In the fully adjusted model, each gram/day of dTFAs was associated with 0.44 higher BMI (SE=0.12;95%CI=0.21,0.67); P<0.001 and 1cm greater waist circumference (SE=0.35;95%CI=0.37,1.7); P=0.003. ConclusionFindings relating greater dTFA to higher BMI in humans comport with experimental data in animals, extend adverse metabolic associations of dTFA, and buttress evidence that foods composition, as well as caloric number, bears on BMI. Findings are cross-sectional but strength and consistency of association, biological gradient, and biological plausibility add "weight" to the prospect of a causal connection. Strengths and limitations of this studyO_LIFindings are cross-sectional and rely on dietary recall. C_LIO_LIObservational studies carry risks of bias and confounding; but randomized trials are problematic where products with potential for harm are under evaluation. C_LIO_LIAlthough some nations have implemented plans to remove or reduce dTFAs from the food supply, dTFA remain on the market in other nations, rendering findings of continued interest. C_LIO_LIThe association of increased dTFA with increased BMI and waist circumference fits with other documented adverse metabolic associations of dTFA and is buttressed by experimental documentation that dTFA (without excess calories) increases visceral fat in animals, supporting prospects for causality in the observed association. C_LI

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.