Evidence map›Paper›PMID 42687954›Full record

ArticleResearch square2026

Metabolomic Profiles of Plant and Animal Protein and Type 2 Diabetes: Four Prospective US Cohort Studies.

Anne-Julie Tessier, Andrea Glenn, Fenglei Wang, A Heather Eliassen, Oana Zeleznik, Meir Stampfer, Kathryn Rexrode, Deirdre Tobias, JoAnn Manson, Clary Clish and 4 more

Abstract readPreprint
In one paragraph

Article in Research square, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Anne-Julie TessierUniversité de Montréal.
Andrea GlennNew York University.
Fenglei WangHarvard T.H Chan School of Public Health.
A Heather EliassenBrigham and Women's Hospital.
Oana ZeleznikBrigham and Women's Hospital.
Meir StampferHarvard T.H Chan School of Public Health.
Kathryn RexrodeBrigham and Women's Hospital.
Deirdre TobiasBrigham and Women's Hospital.
JoAnn MansonHarvard T.H Chan School of Public Health.
Clary ClishBroad Institute.
Simin LiuJoe C. Wen School.
Jorge ChavarroHarvard T.H Chan School of Public Health.
Frank HuHarvard T.H Chan School of Public Health.
Marta GuaschUniversity of Copenhagen.

Funding

Statistical MethodsP01CA087969 · NCI · BRIGHAM AND WOMEN'S HOSPITAL · PI ELIASSEN, A. HEATHER, TAMIMI, RULLA M · 2000 to 2019
$77.8M
Risk Factors for Breast Cancer in Younger NursesR01CA050385 · NCI · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI ELIASSEN, A. HEATHER, WILLETT, WALTER C. · 1989 to 2019
$32.3M
Transgenic CoreP30DK046200 · NIDDK · TUFTS MEDICAL CENTER · PI HU, FRANK B · 1992 to 2021
$25.0M
Life Course Cancer Epidemiology Cohort in WomenU01CA176726 · NCI · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI ELIASSEN, A. HEATHER, WILLETT, WALTER C. · 2018 to 2025
$22.4M
Long Term Multidisciplinary Study of Cancer in Women: The Nurses Health StudyUM1CA186107 · NCI · BRIGHAM AND WOMEN'S HOSPITAL · PI ELIASSEN, A. HEATHER, STAMPFER, MEIR · 2014 to 2023
$22.3M
Integrating lifecourse approaches, biologic and digital phenotypes in support of heart and lung disease epidemiologic researchU01HL145386 · NHLBI · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI CHAVARRO, JORGE EDUARDO, MANSON, JOANN ELISABETH · 2019 to 2025
$17.8M
Cancer Epidemiology Cohort in Male Health ProfessionalsU01CA167552 · NCI · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI Lorelei Mucci, Walter C. Willett · 2017 to 2026
$17.0M
RISK FACTORS FOR CVD IN WOMENR01HL034594 · NHLBI · TULANE UNIVERSITY OF LOUISIANA · PI JoAnn Elisabeth Manson, Lu Qi · 1985 to 2026
$13.8M
Dietary Etiology of Heart DiseaseR01HL035464 · NHLBI · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI ERIC B RIMM, Qi Sun · 1986 to 2026
$13.6M
Premonopausal Hormone Levels and Risk of Breast CancerR01CA067262 · NCI · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI HANKINSON, SUSAN E · 2002 to 2011
$11.9M
BIOCHEMICAL MARKERS IN THE NURSES'HEALTH STUDY COHORTR01CA049449 · NCI · BRIGHAM AND WOMEN'S HOSPITAL · PI HANKINSON, SUSAN E · 1989 to 2008
$11.3M
Risk Factors for Ischemic Stroke in WomenR01HL088521 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI REXRODE, KATHRYN M · 2008 to 2025
$9.9M
NCI NIH HHS P01 CA087969NCI NIH HHS R01 CA049449NCI NIH HHS R01 CA050385NCI NIH HHS R01 CA067262NCI NIH HHS U01 CA167552NCI NIH HHS U01 CA176726NCI NIH HHS UM1 CA186107NHLBI NIH HHS HHSN268201300008CNHLBI NIH HHS HHSN268201600001CNHLBI NIH HHS HHSN268201600002CNHLBI NIH HHS HHSN268201600003CNHLBI NIH HHS HHSN268201600004CNHLBI NIH HHS HHSN268201600018CNHLBI NIH HHS R01 HL034594NHLBI NIH HHS R01 HL035464NHLBI NIH HHS R01 HL060712NHLBI NIH HHS R01 HL088521NHLBI NIH HHS U01 HL145386NIDDK NIH HHS P30 DK046200NIDDK NIH HHS R01 DK112940NIDDK NIH HHS R01 DK119268NIDDK NIH HHS R01 DK120870
6 · The paper itself

Abstract

Objective: This study aimed to characterize plasma metabolomic signatures reflecting the metabolic pathways of plant and animal protein intake, and examine their association with the risk of type 2 diabetes (T2D). Methods: In three cohorts, plasma metabolites were profiled from 11,742 participants from the Nurses' Health Study (NHS; mean age 56.8 y), NHSII (mean age 44.6 y), and Health Professional's Follow-Up Study (mean age 63.3 y) using liquid chromatography mass spectrometry. Protein intakes (% kcal) were derived from two repeated food frequency questionnaires closest to the blood draw. Elastic net regressions identified metabolomic signatures of plant and animal protein intake and their ratio. Metabolomic signatures were replicated in the Women's Health Initiative (WHI; n = 2,092) cohort. Multivariable-adjusted Cox regression models evaluated associations between signatures and T2D. Results: Signatures for plant protein, animal protein, and their ratio comprised 63, 50, 40 metabolites. Seventeen metabolites overlapped between the three signatures, including creatine, C34:5 phosphatidylcholine plasmalogens, C18:0 sphingomyelin, and N-acetylornithine. Higher plant protein signature scores were associated with lower T2D risk [HR per 1SD = 0.91 (0.83, 1.00); p = 0.049], while higher animal protein signature scores were associated with higher risk [HR per 1SD = 1.13 (1.03, 1.23); p = 0.008], with consistent replication. Conclusions: Plant and animal protein intake have distinct plasma metabolomic signatures. The biological footprint of plant protein exposure is favorably associated with T2D, whereas that of animal protein is adverse. Findings from these prospective cohort studies support that increased plant protein intake may provide benefits for T2D prevention.

Identifiers

PMID42687954
PMCPMC13532719

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.