Dietary Patterns among Asian Indians Living in the United States Have Distinct Metabolomic Profiles That Are Associated with Cardiometabolic Risk

Shilpa N. Bhupathiraju, Marta Guasch-Ferré, Meghana D. Gadgil, Christopher B. Newgard, James R. Bain, Michael J. Muehlbauer, Olga R. Ilkayeva, Denise M Scholtens, Frank B. Hu, Alka M. Kanaya, Namratha R Kandula

Research output: Contribution to journalArticlepeer-review

27 Scopus citations

Abstract

Background: Recent studies, primarily in non-Hispanic whites, suggest that dietary patterns have distinct metabolomic signatures that may influence disease risk. However, evidence in South Asians, a group with unique dietary patterns and a high prevalence of cardiometabolic risk, is lacking. Objective: We investigated the metabolomic profiles associated with 2 distinct dietary patterns among a sample of Asian Indians living in the United States. We also examined the cross-sectional associations between metabolomic profiles and cardiometabolic risk markers. Methods: We used cross-sectional data from 145 Asian Indians, aged 45–79 y, in the Metabolic Syndrome and Atherosclerosis in South Asians Living in America (MASALA) pilot study. Metabolomic profiles were measured from fasting serum samples. Usual diet was assessed by using a validated food-frequency questionnaire. We used principal components analysis to derive dietary and metabolomic patterns. We used adjusted general linear regression models to examine associations between dietary patterns, individual food groups, metabolite patterns, and cardiometabolic risk markers. Results: We observed 2 major principal components or metabolite clusters, the first comprised primarily of medium- to long-chain acylcarnitines (metabolite pattern 1) and the second characterized by branched-chain amino acids, aromatic amino acids, and short-chain acylcarnitines (metabolite pattern 2). A “Western/nonvegetarian” pattern was significantly and positively associated with metabolite pattern 2 (all participants: β ± SE = 0.180 ± 0.090, P = 0.05; participants without type 2 diabetes: β ± SE = 0.323 ± 0.090, P = 0.0005). In all participants, higher scores on metabolite pattern 2 were adversely associated with measures of glycemia (fasting insulin: β ± SE = 2.91 ± 1.29, P = 0.03; 2-h insulin: β ± SE = 22.1 ± 10.3, P = 0.03; homeostasis model assessment of insulin resistance: β ± SE = 0.94 ± 0.42, P = 0.03), total adiponectin (β ± SE = −1.46 ± 0.47, P = 0.002), lipids (total cholesterol: β ± SE = 7.51 ± 3.45, P = 0.03; triglycerides: β ± SE = 14.4 ± 6.67, P = 0.03), and a radiographic measure of hepatic fat (liver-to-spleen attenuation ratio: β ± SE = −0.83 ± 0.42, P = 0.05). Conclusions: Our findings suggest that a “Western/nonvegetarian” dietary pattern is associated with a metabolomic profile that is related to an adverse cardiometabolic profile in Asian Indians. Public health efforts to reduce cardiometabolic disease burden in this high-risk group should focus on consuming a healthy plant-based diet.

Original languageEnglish (US)
Pages (from-to)1150-1159
Number of pages10
JournalJournal of Nutrition
Volume148
Issue number7
DOIs
StatePublished - Jul 2018

Funding

The Metabolic Syndrome and Atherosclerosis in South Asians Living in America (MASALA) pilot study was funded by National Institutes of Health (NIH) grant K23 HL080026; the University of California, San Francisco, Research Evalua-tion and Allocation Committee; and by NIH/National Center for Research Re-sources, University of California, San Francisco–Clinical and Translational Sci-ence Institute grant UL1 RR024131. SNB is supported by a career development award from the National Institute of Diabetes and Digestive and Kidney Dis-eases (NIDDK), NIH (K01 DK107804). JRB was supported by the NIDDK (P01 DK058398) and the National Institute on Aging (P30 AG028716). MG-F is sup-ported by a fellowship granted by the private foundation Daniel Bravo Andreu (Spain). >The authors’ responsibilities were as follows—SNB: conceived the project, developed the overall research plan, performed statistical analyses, drafted the manuscript, and holds primary responsibility for final content; MDG, CBN, JRB, MJM, ORI, DMS, AMK, and NMR: provided study databases, interpreted the data, and edited and contributed to the manuscript for important intellectual content; AMK and NMR: obtained funding for the pilot study; MG-F, DMS, AMK, FBH, and NMR: were involved in statistical analyses, data interpretation, and editing of the manuscript; and all authors: read and approved the final manuscript. SNB, MG-F, MDG, CBN, JRB, MJM, ORI, DMS, FBH, AMK, and NRK, no conflicts of interest.

Keywords

  • Indians
  • South Asians
  • diabetes
  • dietary patterns
  • metabolomics

ASJC Scopus subject areas

  • Medicine (miscellaneous)
  • Nutrition and Dietetics

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