Evidence map›Paper›PMID 42624368›Full record

ArticleJournal of the Academy of Nutrition and Dietetics2026

Life Course Dietary Insulinemic and Inflammatory Potential and Risk of Type 2 Diabetes in U.S. Women: A Prospective Cohort Study.

Yin Zhang, Mingyang Song, Molin Wang, Emily Riseberg, Dong D Wang, Deirdre K Tobias, Fred K Tabung, A Heather Eliassen, Stephanie A Smith-Warner, Qi Sun and 5 more

Abstract read
In one paragraph

Article in Journal of the Academy of Nutrition and Dietetics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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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

15 authors.

Yin ZhangDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA. Electronic address: yin.zhang@channing.harvard.edu.
Mingyang SongDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA; Clinical and Translational Epidemiology Unit and Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA. Electronic address: msong@hsph.harvard.edu.
Molin WangDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA. Electronic address: molin.wang@channing.harvard.edu.
Emily RisebergDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA. Electronic address: emilyriseberg@fas.harvard.edu.
Dong D WangDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA. Electronic address: dow471@mail.harvard.edu.
Deirdre K TobiasDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Division of Preventive Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA. Electronic address: dtobias@bwh.harvard.edu.
Fred K TabungDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; The Oho State University College of Medicine and Comprehensive Cancer Center, Columbus, Ohio, USA; Division of Epidemiology, College of Public Health, The Ohio State University, Columbus, Ohio, USA. Electronic address: Fred.Tabung@osumc.edu.
A Heather EliassenDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA. Electronic address: nhahe@channing.harvard.edu.
Stephanie A Smith-WarnerDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA. Electronic address: swarner@hsph.harvard.edu.
Qi SunDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA. Electronic address: qisun@hsph.harvard.edu.
Eric B RimmDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA. Electronic address: erimm@hsph.harvard.edu.
Meir J StampferDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA. Electronic address: stampfer@hsph.harvard.edu.
Walter C WillettDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA. Electronic address: wwillett@hsph.harvard.edu.
Frank B HuDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA. Electronic address: fhu@hsph.harvard.edu.
Edward L GiovannucciDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA. Electronic address: egiovann@hsph.harvard.edu.

Funding

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
TRAINING GRANT IN ACADEMIC NUTRITIONT32DK007703 · NIDDK · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI CHRISTOPHER P DUGGAN, Frank B Hu · 1994 to 2026
$7.8M
NCI NIH HHS U01 CA176726NIDDK NIH HHS T32 DK007703
6 · The paper itself

Abstract

backgroundThe timing of exposure to diet across the lifespan may be critical in the development of T2D. However, no previous study has deciphered the influence of dietary insulinemic and inflammatory potential on the risk of T2D across the lifespan from a life course perspective.

objectiveThis study aimed to evaluate the associations of dietary insulinemic and inflammatory potential with the risk of T2D from a life course perspective.

designThis was a prospective cohort study. PARTICIPANTS AND

settingData from 40,135 eligible, female participants in the Nurses' Health Study II were analyzed. Adulthood diet was assessed quadrennially since 1991 using 131-item food frequency questionnaires (FFQ), and adolescent diet was recalled in 1997 using a 124-item high-school FFQ. The main exposures were empirical dietary index for hyperinsulinemia (EDIH) and empirical dietary inflammatory pattern (EDIP) scores across different life stages (adolescence, premenopausal adulthood, postmenopausal adulthood) and changes and cumulatively over the lifetime.

main outcome measuresThe main outcome was incident T2D. STATISTICAL ANALYSES PERFORMED: Cox models were used to estimate hazard ratios (HR) and 95% confidence intervals (CI).

resultsHigher EDIH and EDIP scores (highest vs lowest quintiles) were associated with increased lifetime risk of T2D as a lifetime average (HR, 95%CI: 2.72, 2.38-3.11 and 2.04, 1.81-2.30), during premenopausal adulthood (3.18, 2.52-4.01 and 2.31, 1.88-2.82), and postmenopausal adulthood (2.67, 2.15-3.33 and 1.70, 1.41-2.05), but not during adolescence (1.07, 0.95-1.20 and 1.10, 0.98-1.24). The HR, 95%CI associated with higher lifetime averages for both EDIH and EDIP (vs. low lifetime averages for both, based on tertiles) was 2.64 (2.32-3.01). Individuals with high adulthood EDIH or EDIP had similar magnitudes of lifetime risk elevation, regardless of their adolescent EDIH and EDIP status. Adolescent EDIH and EDIP were associated with a slightly increased premenopausal T2D risk (1.24, 1.02-1.51, and 1.24, 1.02-1.50). In additional analyses estimating the time window during which adulthood dietary insulinemic and inflammatory potential influences T2D risk, higher adulthood EDIH or EDIP was associated with an increased risk of T2D with a very short time lag.

conclusionsOver the life course in women, high dietary insulinemic and inflammatory potential in both premenopausal and postmenopausal adulthood were independently associated with a substantially increased lifetime risk of T2D. Adulthood offers the most critical time window for dietary interventions to reduce lifetime T2D risk, though adolescent diet may influence the risk of premenopausal T2D.

Indexed as

Dietary inflammatory potentialDietary insulinemic potentialLife courseNurses’ Health Study IIType 2 diabetes

Identifiers

PMID42624368
PMCPMC13615478

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