Evidence map›Paper›PMID 40824862›Full record

ArticleDiabetes care2025

Ultra-processed Foods and Diet Quality in Association With Long-term Weight Change and Progression to Type 2 Diabetes Among Individuals With a History of Gestational Diabetes Mellitus-A Prospective Study.

Jiaxi Yang, Xin Yin, Deirdre K Tobias, Zhangling Chen, Qi Sun, JoAnn E Manson, Jorge E Chavarro, Walter C Willett, Frank B Hu, Cuilin Zhang

Abstract read
In one paragraph

Article in Diabetes care, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
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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

10 authors.

Jiaxi YangGlobal Centre for Asian Women's Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.ORCID 0000-0002-4497-9615
Xin YinGlobal Centre for Asian Women's Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
Deirdre K TobiasDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA.ORCID 0000-0003-0020-9552
Zhangling ChenDepartment of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China.ORCID 0000-0002-8014-2708
Qi SunDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA.ORCID 0000-0002-4995-8485
JoAnn E MansonDivision of Preventive Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA.ORCID 0000-0002-8480-1563
Jorge E ChavarroDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA.ORCID 0000-0002-4436-9630
Walter C WillettDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA.
Frank B HuDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA.
Cuilin ZhangGlobal Centre for Asian Women's Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.ORCID 0000-0002-8014-2708

Funding

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 CORKEY, BARBARA E. · 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
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 AND GENETIC MARKERS OF TYPE 2 DIABETES RISKR01DK058845 · NIDDK · BRIGHAM AND WOMEN'S HOSPITAL · PI HU, FRANK B · 2001 to 2013
$7.8M
American Diabetes AssociationNCI NIH HHS R01 CA050385NCI NIH HHS R01 CA067262NCI NIH HHS U01 CA176726NCI NIH HHS UM1 CA186107NHLBI NIH HHS U01 HL145386NICHD NIH HHS HHSN275201000020CNIDDK NIH HHS P30 DK046200NIDDK NIH HHS R01 DK058845NIH HHS CA50385NIH HHS DK58845NIH HHS P30 DK46200NIH HHS R01 CA67262NIH HHS U01 CA176726NIH HHS U01 HL145386NIH HHS UM1 CA186107US Centers for Disease Control and PreventionUS Food and Drug Administration
6 · The paper itself

Abstract

objectiveWe examined the associations of overall and group-specific ultra-processed food (UPF) consumption with long-term weight change and type 2 diabetes (T2D) progression following gestational diabetes mellitus (GDM)-complicated pregnancies. RESEARCH DESIGN AND

methodsWe included 4,207 women with a history of GDM from the Nurses' Health Study II (1991-2021). UPF intake (servings/day) was assessed via food frequency questionnaires every 4 years and quantified per the NOVA classification. Diet quality was evaluated using the Alternate Healthy Eating Index-2010 (AHEI). Associations between UPF intake changes and weight changes (kg) were assessed using generalized estimating equations (GEE) (n = 3,781). Cox regression models estimated adjusted hazard ratios (HRs) and 95% CIs of habitual UPF intake modeled by time-updated cumulative averages with T2D risk. Joint associations of UPF and AHEI with weight change and T2D risk were examined using the same GEE and Cox regression models, respectively.

resultsT2D developed in 1,040 participants. Increased UPF consumption was associated with greater weight gain (P-trend < 0.0001; quartile 1 [Q1] vs. Q4: 0.52 kg vs. 1.65 kg). Habitual UPF consumption was positively associated with T2D risk: adjusted HRs (95% CIs) for Q1 to Q4 were 1.00 (ref), 1.07 (0.87, 1.32), 1.25 (1.03, 1.53), and 1.20 (0.99, 1.46), respectively (P-trend = 0.04). These associations persisted in women with higher AHEI scores. When modeling UPF and AHEI jointly, only women with stable or decreased UPF intake and increased AHEI achieved 4-year weight maintenance.

conclusionsIn women with a history of GDM, UPF consumption was associated with weight gain and higher T2D risk, even among those with higher diet quality.

Indexed as

Diabetes, GestationalDiabetes Mellitus, Type 2Fast FoodsWeight GainAdultDietDisease ProgressionFemaleFood, ProcessedHumansMiddle AgedPregnancyProspective Studies

Identifiers

PMID40824862
PMCPMC12451851

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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 OpenQuestion graph.