Abstract
Background & aims
Plant-based diets are associated with a lower risk of chronic diseases. Large-scale proteomics can identify objective biomarkers of plant-based diets, and improve our understanding of the pathways that link plant-based diets to health outcomes. This study investigated the plasma proteome of four different plant-based diets [overall plant-based diet (PDI), provegetarian diet, healthful plant-based diet (hPDI), and unhealthful plant-based diet (uPDI)] in the Atherosclerosis Risk in Communities (ARIC) Study and replicated the findings in the Framingham Heart Study (FHS) Offspring cohort.Methods
ARIC Study participants at visit 3 (1993-1995) with completed food frequency questionnaire (FFQ) data and proteomics data were divided into internal discovery (n = 7690) and replication (n = 2543) data sets. Multivariable linear regression was used to examine associations between plant-based diet indices (PDIs) and 4955 individual proteins in the discovery sample. Then, proteins that were internally replicated in the ARIC Study were tested for external replication in FHS (n = 1358). Pathway overrepresentation analysis was conducted for diet-related proteins. C-statistics were used to predict if the proteins improved prediction of plant-based diet indices beyond participant characteristics.Results
In ARIC discovery, a total of 837 diet-protein associations (PDI = 233; provegetarian = 182; hPDI = 406; uPDI = 16) were observed at false discovery rate (FDR) < 0.05. Of these, 453 diet-protein associations (PDI = 132; provegetarian = 104; hPDI = 208; uPDI = 9) were internally replicated. In FHS, 167/453 diet-protein associations were available for external replication, of which 8 proteins (PDI = 1; provegetarian = 0; hPDI = 8; uPDI = 0) replicated. Complement and coagulation cascades, cell adhesion molecules, and retinol metabolism were over-represented. C-C motif chemokine 25 for PDI and 8 proteins for hPDI modestly but significantly improved the prediction of these indices individually and collectively (P value for difference in C-statistics<0.05 for all tests).Conclusions
Using large-scale proteomics, we identified potential candidate biomarkers of plant-based diets, and pathways that may partially explain the associations between plant-based diets and chronic conditions.References
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Funding
Funders who supported this work.
NHLBI NIH HHS (12)
Grant ID: 75N92022D00001
Grant ID: 75N92022D00003
Grant ID: 75N92019D00031
Grant ID: 75N92022D00002
Grant ID: N01HC25195
Grant ID: 75N92022D00004
Grant ID: 75N92022D00005
Grant ID: R01 HL132320
Grant ID: R01 HL134320
Grant ID: HHSN268201500001I
Grant ID: K01 HL168232
Grant ID: R01 HL153178
NIA NIH HHS (1)
Grant ID: RF1 AG063507
National Heart, Lung, and Blood Institute (3)
Grant ID: RF1AG063507
Grant ID: R01 HL134320
Grant ID: R01HL132320
National Institutes of Health
U.S. Department of Health and Human Services (9)
Grant ID: 75N92019D00031
Grant ID: R01 HL134320
Grant ID: HHSN2682015000011
Grant ID: 75N92022D00004
Grant ID: 75N92022D00003
Grant ID: NO1-HC-25195
Grant ID: 75N92022D00005
Grant ID: 75N92022D00001
Grant ID: 75N92022D00002