Saliva, plasma, and multi-fluid metabolomic profiles of excess adiposity and their associations with diabetes progression among Puerto Ricans

Published On 2024/2/9

MethodsWe included 911 participants from the San Juan Overweight Adult Longitudinal Study, a 3-year prospective cohort of overweight Puerto Ricans. At baseline, using LC-MS, we quantified metabolites from saliva (n= 635) and plasma (n= 1,051). We used elastic net regression with 10-fold cross-validation to identify features from saliva, plasma, and saliva and plasma (multi-fluid) that were predictive of BMI and WC. We used Cox-proportional hazard models to evaluate associations between metabolomic profiles and diabetes progression, adjusting for age, sex, socioeconomic factors, lifestyle, and medication use.ResultsFor BMI metabolomic profiles, we identified 207 metabolites in plasma, 118 metabolites in saliva, and 225 in the multi-fluid profile. For WC, we identified 157, 89, and 210 metabolites for saliva, plasma, and multi-fluid profiles, respectively. Highly positively weighted metabolites across all BMI and WC metabolomic profiles included those in pathways of alanine and aspartate metabolism, purine metabolism, and sphingomyelins. Each SD increase in saliva, but not plasma or multi-fluid, metabolic profile of BMI was significantly associated with all stages of diabetes progression. Saliva, but not plasma or multi-fluid, metabolomic profile of WC was significantly associated with progression from pre-diabetes to T2D. All associations became stronger after further adjustment for anthropometric measures of BMI and WC.ConclusionSaliva is an underexplored and easily accessible biofluid to measure metabolites that are reflective of adiposity measures. Validation in future studies will confirm our findings that saliva, plasma, and multi-fluid …

Published On

2024/2/9

Authors

Frank B. Hu

Frank B. Hu

Harvard University

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DAVID T. WONG

DAVID T. WONG

University of California, Los Angeles

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Oral cancer

Saliva diagnostics

Liming Liang

Liming Liang

Harvard University

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Harvard T.H. Chan School of Public Health

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statistics

statistical computing

genetics

epigenetics

metabolomics

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Jorge Chavarro

Jorge Chavarro

Harvard University

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and Harvard Medical School

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Reproductive Epidemiology

Nutritional Epidemiolgy

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Shilpa Bhupathiraju

Shilpa Bhupathiraju

Harvard University

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Assistant Prof of Medicine, Harvard Medical School

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46

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Nutritional Epidemiology - Type 2 diabetes - Obesity - Cardiovascular Disease - Bone Health

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Caleigh M. Sawicki

Caleigh M. Sawicki

Tufts University

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JM HNRCA at

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Nutrition Epidemiology

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Other Articles from authors

Frank B. Hu

Frank B. Hu

Harvard University

Diabetes Care

Lifetime Duration of Breastfeeding and Cardiovascular Risk in Women With Type 2 Diabetes or a History of Gestational Diabetes: Findings From Two Large Prospective Cohorts

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Frank B. Hu

Frank B. Hu

Harvard University

Metabolism

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Frank B. Hu

Frank B. Hu

Harvard University

Clinical Pediatrics

Clinical Rounds

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Shilpa Bhupathiraju

Shilpa Bhupathiraju

Harvard University

The American Journal of Clinical Nutrition

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The American Society for Nutrition (ASN)’s Committee on Advocacy and Science Policy (CASP) organized a workshop, “Building a National Health and Nutrition Examination Survey (NHANES) for the Future”, held during NUTRITION 2023, which took place in Boston, Mass. in July 2023. CASP had already identified an urgent need for increased support and modernization to ensure that a secure future for NHANES is achievable. The survey faces challenges associated with data collection, stagnant funding, and a need for more granular data for subpopulations and groups at risk. The workshop provided an overview of NHANES, including the nutrition component, and the many other uses for the survey’s data, which extend beyond nutrition. Speakers highlighted NHANES’s current and emerging challenges, as well as possible solutions to address these challenges, especially with regard to response rates of …

Frank B. Hu

Frank B. Hu

Harvard University

Journal of Allergy and Clinical Immunology

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Frank B. Hu

Frank B. Hu

Harvard University

EClinicalMedicine

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Jorge Chavarro

Jorge Chavarro

Harvard University

PLOS Global Public Health

The diabetes care continuum in Venezuela: Cross-sectional and longitudinal analyses to evaluate engagement and retention in care

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DAVID T. WONG

DAVID T. WONG

University of California, Los Angeles

Cancer Research

Abstract LB106: Ultra-short ctDNA: A new paradigm for ctDNA liquid biopsy

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DAVID T. WONG

DAVID T. WONG

University of California, Los Angeles

The Journal of Ambulatory Care Management

Large-Scale Telemedicine Implementation for Outpatient Clinicians: Results From a Pandemic-Adapted Learning Collaborative

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Shilpa Bhupathiraju

Shilpa Bhupathiraju

Harvard University

Journal of Alzheimer's Disease

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Jorge Chavarro

Jorge Chavarro

Harvard University

Chinese Medical Journal

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Jorge Chavarro

Jorge Chavarro

Harvard University

Med

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Frank B. Hu

Frank B. Hu

Harvard University

Cardiovascular diabetology

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Frank B. Hu

Frank B. Hu

Harvard University

Diabetes/Metabolism Research and Reviews

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Background Several metabolites are individually related to incident type 2 diabetes (T2D) risk. We prospectively evaluated a novel T2D‐metabolite pattern with a risk of progression to T2D among high‐risk women with a history of gestational diabetes mellitus (GDM). Methods The longitudinal Nurses' Health Study II cohort enroled 116,429 women in 1989 and collected blood samples from 1996 to 1999. We profiled plasma metabolites in 175 incident T2D cases and 175 age‐matched controls, all with a history of GDM before the blood draw. We derived a metabolomics score from 21 metabolites previously associated with incident T2D in the published literature by scoring according to the participants' quintile (1–5 points) of each metabolite. We modelled the T2D metabolomics score categorically in quartiles and continuously per 1 standard deviation (SD) with the risk of incident T2D using conditional logistic …

Shilpa Bhupathiraju

Shilpa Bhupathiraju

Harvard University

JAMA Network Open

Plant-Based Diets and Risk of Hip Fracture in Postmenopausal Women

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Frank B. Hu

Frank B. Hu

Harvard University

Nature medicine

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Frank B. Hu

Frank B. Hu

Harvard University

Nutrients

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Jorge Chavarro

Jorge Chavarro

Harvard University

American Journal of Public Health

Trajectories of Mental Distress Among US Women by Sexual Orientation and Racialized Group During the First Year of the COVID-19 Pandemic

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Jorge Chavarro

Jorge Chavarro

Harvard University

JAMA Network Open

History of Infertility and Midlife Cardiovascular Health in Female Individuals

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