Proteomic Profiles of the Plant-based Diets and Cardiometabolic Disease Risk
Abstract Body: Background: Plant-based diets are recommended to lower the risk of type 2 diabetes (T2D) and coronary heart disease (CHD). Proteomic responses to plant-based diets may reveal biological pathways underlying the associations between plant-based diets and cardiometabolic disease risk. Hypothesis: Proteomic profiles reflecting adherence and biological response to an overall plant-based diet index (PDI) and a healthy PDI (hPDI) will associate with lower risks of T2D and CHD, but to an unhealthy PDI (uPDI) will associate with higher risks. Methods: We analyzed baseline plasma Olink antibody-based proteomic profiling and food frequency questionnaire (FFQ) data from 1,660 participants in the Nurses’ Health Study (NHS), NHSII, and Health Professional Follow-up Study. First, proteome-wide association analyses were conducted among 532 proteins for each PDI, adjusting for demographics, lifestyle, and BMI. For proteins with p<0.05, we applied elastic net regression with 10-fold cross-validation to develop plasma proteomic profiles related to baseline self-reported PDIs in a training set (n=1,162). We validated these profiles in a testing set (n=498). Multivariable Cox regression models examined associations between proteomic profiles of PDIs and incident T2D and CHD, adjusting for respective FFQ-derived PDI scores and many potential confounders. Results: We documented 173 T2D cases and 85 CHD cases during median follow-up periods of 23 and 24 years. We identified proteomic profiles comprised of 35, 54, and 40 proteins that correlated with (Spearman r) the FFQ-derived PDI (0.23), hPDI (0.29), and uPDI (0.23) scores, respectively. Each SD increment in the proteomic profiles of the PDI and hPDI was associated with a lower incident T2D risk (PDI: HR=0.59 [0.50, 0.69]; hPDI: HR=0.75 [0.64, 0.88]), whereas the proteomic profile of the uPDI was associated with a higher incident T2D risk (HR=1.37 [1.17, 1.60]). Each SD increment in the PDI proteomic profile, but not the hPDI proteomic profile, was associated with a lower incident CHD risk (HR=0.76 [0.60, 0.96]), whereas the uPDI proteomic profile was associated with a higher incident CHD risk (HR=1.28 [1.02, 1.60]). All the associations remained statistically significant after further adjustment for BMI, except for the association between the hPDI proteomic profile and T2D risk (HR=0.87 [0.73, 1.03]). Conclusions: Proteomic profiles of PDIs were associated with risks of T2D and CHD, independent of self-reported diet measures.
Zheng, Qianyan
( Dana Farber Cancer Institute
, Newton
, Massachusetts
, United States
)
Gerszten, Robert
( Beth Israel Deaconess Medical Center
, Boston
, Massachusetts
, United States
)
Stampfer, Meir
( CHANNING DIV NETWORK MEDICINE
, Boston
, Massachusetts
, United States
)
Willett, Walter
( HARVARD SCHOOL PUBLIC HEALTH
, Boston
, Massachusetts
, United States
)
Hu, Frank
( HARVARD SCHOOL OF PUBLIC HEALTH
, Boston
, Massachusetts
, United States
)
Eliassen, A Heather
( Harvard TH Chan School of Public Health
, Boston
, Massachusetts
, United States
)
Haslam, Danielle
(
, Canton
, Massachusetts
, United States
)
Bhupathiraju, Shilpa
( HARVARD MEDICAL SCHOOL
, Boston
, Massachusetts
, United States
)
Wang, Zicheng
( Vanderbilt School of Medicine
, Nashville
, Tennessee
, United States
)
Guasch, Marta
( UNIVERSITY OF COPENHAGEN
, Copenhagen
, Denmark
)
Wang, Fenglei
( Harvard T.H. Chan School of Public Health
, Boston
, Massachusetts
, United States
)
Manson, Joann
( Brigham and Women's Hospital
, Boston
, Massachusetts
, United States
)
Qi, Lu
( TULANE UNIVERSITY
, New Orleans
, Louisiana
, United States
)
Sun, Qi
( HARVARD SCHOOL OF PUBLIC HEALTH
, Boston
, Massachusetts
, United States
)
Liang, Liming
( Harvard University
, Boston
, Massachusetts
, United States
)
Chen, Zsu-zsu
( Beth Israel Deaconess Medical Cente
, Boston
, Massachusetts
, United States
)
Author Disclosures:
Qianyan Zheng:DO NOT have relevant financial relationships
| Robert Gerszten:No Answer
| Meir Stampfer:DO NOT have relevant financial relationships
| Walter Willett:No Answer
| Frank Hu:DO NOT have relevant financial relationships
| A Heather Eliassen:DO NOT have relevant financial relationships
| Danielle Haslam:DO NOT have relevant financial relationships
| Shilpa Bhupathiraju:No Answer
| Zicheng Wang:No Answer
| Marta Guasch:DO NOT have relevant financial relationships
| Fenglei Wang:DO NOT have relevant financial relationships
| JoAnn Manson:No Answer
| Lu Qi:No Answer
| Qi Sun:DO NOT have relevant financial relationships
| Liming Liang:No Answer
| Zsu-Zsu Chen:No Answer