Skip to main content
x

A systematic comprehensive longitudinal evaluation of dietary factors associated with acute myocardial infarction and fatal coronary heart disease

Authors Albert-László Barabási, Soodabeh Milanlouei, Giulia Menichetti, Yanping Li, Joseph Loscalzo, Walter C. Willett
Publication date 2020-11-27

Environmental factors, and in particular diet, are known to play a key role in the development of Coronary Heart Disease. Many of these factors were unveiled by detailed nutritional epidemiology studies, focusing on the role of a single nutrient or food at a time. Here, we apply an Environment-Wide Association Study approach to Nurses’ Health Study data to explore comprehensively and agnostically the association of 257 nutrients and 117 foods with coronary heart disease risk (acute myocardial infarction and fatal coronary heart disease).
After accounting for multiple testing, we identify 16 food items and 37 nutrients that show statistically significant association – while adjusting for potential confounding and control variables such as physical activity, smoking, calorie intake, and medication use – among which 38 associations were validated in Nurses’ Health Study II. Our implementation of Environment-Wide Association Study successfully reproduces prior knowledge of dietcoronary heart disease associations in the epidemiological literature, and helps us detect new associations that were only marginally studied, opening potential avenues for further extensive experimental validation. We also show that Environment-Wide Association Study allows us to identify a bipartite food-nutrient network, highlighting which foods drive the associations of specific nutrients with coronary heart disease risk.

Authors
Albert-László Barabási (Center for Complex Network Research, Northeastern University, Boston)
Soodabeh Milanlouei (Center for Complex Network Research, Northeastern University, Boston)
Giulia Menichetti (Center for Complex Network Research, Northeastern University, Boston)
Yanping Li (Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston)
Joseph Loscalzo (Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston)
Walter C. Willett (Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston)