Abstract 54: Body Weight, Human Gut Microbiome, Blood Metabolome, and incident Type 2 Diabetes- A Multi-Omics Integration Study
Abstract
Background: Few prospective human studies have characterized interrelationships between body weight, gut microbiome, plasma metabolome, and incident type 2 diabetes (T2D). Aims: To identify microbial profiles associated with adiposity, derive its responsive metabolomic signatures, and evaluate their associations with future weight change and incident T2D. Methods: Shotgun stool metagenomes were profiled in the Men’s Lifestyle Validation Study (MLVS; n=924). Body mass index (BMI)-associated microbial species were identified after adjusting for age, total energy, physical activity, alcohol and smoking, and were synthesized into a composite microbiome score. We evaluated its association with waist-to-hip ratio (WHR) and DEXA-measured fat mass in MLVS and validated its association with BMI in female Mind–Body Study (MBS; n=807). Next, the score was examined for its association with prevalent T2D in the multiethnic Micro-Cardio consortium (n=8,117). Prospectively, we tested its predictability of 2-year BMI increase and incident T2D risk in the Micro-N (n=3,318). To further characterize the downstream metabolism of this microbial profile, we linked it to >300 LC–MS metabolites in the MLVS and derived a microbiome-informed multi-metabolite score, which was validated in the MBS. We examined the metabolomic score for incident T2D risk in a prospective cohort, the Nurses’ Health Study (NHS; n=1,057). Results: We identified 23 microbial species associated with BMI in MLVS. The 23-species composite score was correlated with higher BMI (High vs.Low: MLVS β=3.45; MBS β=4.37 both P<0.001), and also correlated with WHR (r=0.45) and fat mass (r=0.73). Additionally, higher microbiome score consistently predicted 2-year BMI increase (β=0.22, P =0.003) and predicts incident T2D in Micro-N (HR [high vs. low] = 2.19, P=0.01), as well as prevalent T2D in the Micro-Cardio (HR [per SD] =1.19, P<0.001). A 32-plasma metabolite signature was responsive to this microbial profile in MLVS (r=0.66) and validated in MBS (r=0.38), and also predicted incident T2D in NHS (RR=2.18, P<0.0001) independent of baseline BMI. Conclusions: We identified and validated a gut microbiome score predictive of adiposity across multiple cohorts, showing consistent associations with plasma metabolomic signatures and increased risk of T2D. This highlights a potential role of the gut microbiome in weight regulation and T2D development, providing new insights into microbiome-informed strategies for T2D prevention.
Article Details
Authors (18)
Siyue Wang
Tengteng Wang
A Heather Eliassen
Harvard Medical School, Boston, Massachusetts, United States
Andrew Chan
Massachusetts General Hospital, Boston, Massachusetts, United States
Curtis Huttenhower
Broad Institute of MIT and Harvard
Eric Rimm
Harvard School of Public Health, Boston, Massachusetts, United States
Frank Hu
HARVARD SCHOOL OF PUBLIC HEALTH, Boston, Massachusetts, United States
Kyu Ha Lee
Harvard T.H. Chan, Boston, Massachusetts, United States
Molin Wang
Harvard T.H. Chan, Boston, Massachusetts, United States
Qibin Qi
Yang Hu
Fenglei Wang
Zhendong Mei
Brigham and Women's Hospital, Boston, Massachusetts, United States
Mingyang Song
State Key Laboratory for Pollution Control and Resource Reuse, College of Environmental Science and Engineering, Tongji University, 1239 Siping Road, Shanghai 200092, China
Dong Wang
Iris Shai
Cuilin Zhang
Qi Sun