Evidence map›Paper›PMID 41821007›Full record

ArticleNutrition journal2026

Associations of maternal hemoglobin and its changes with gestational diabetes mellitus: a prospective cohort study.

Danmeng Liu, Doudou Zhao, Fuyang Zhao, Li Shan, Xinru Gao, Yang Mi, Pengfei Qu

Abstract read
In one paragraph

Article in Nutrition journal, 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

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Danmeng LiuTranslational Medicine Center, Northwest Women's and Children's Hospital, Xi'an, 710061, Shaanxi, China.
Doudou ZhaoTranslational Medicine Center, Northwest Women's and Children's Hospital, Xi'an, 710061, Shaanxi, China.
Fuyang ZhaoSchool of Nursing, Shaanxi University of Chinese Medicine, Xianyang, 712000, Shaanxi, China.
Li ShanDepartment of Gynecology, Northwest Women's and Children's Hospital, Xi'an, 710061, Shaanxi, China.
Xinru GaoDepartment of Medical Ultrasound Center, Northwest Women's and Children's Hospital, Xi'an, 710061, Shaanxi, China.
Yang MiDepartment of Obstetrics, Northwest Women's and Children's Hospital, Xi'an, 710061, Shaanxi, China. miyangmm@163.com.
Pengfei QuTranslational Medicine Center, Northwest Women's and Children's Hospital, Xi'an, 710061, Shaanxi, China. xinxi3057@163.com.

Funding

Key Research and Development Projects of Shaanxi Province 2023-YBSF-539, 2024SF-YBXM-238, 2022ZDLSF02-11, and 2021ZDLSF02-14Maternal and Child Nutrition and Health Research Project of National Center for Maternal and Child Health, China CDC 2024FYH22National Natural Science Foundation of China 82304161 and 82103924Shaanxi Province Innovation Capability Support Plan 2024ZC-KJXX-092
6 · The paper itself

Abstract

backgroundHigher iron status during pregnancy may increase gestational diabetes mellitus (GDM) risk via iron-induced oxidative stress, leading to insulin resistance and impairing pancreatic β-cell function through lipid peroxidation and/or DNA damage. However, associations between maternal iron status and GDM remain controversial. Hemoglobin is a clinically routine iron status indicator measured across pregnancy. This study aims to explore whether hemoglobin levels (and changes) in early and mid-pregnancy are associated with GDM risk.

methodsThis study employed longitudinal data from a prospective cohort study conducted from December 2018 to September 2021. Pregnancy women at early pregnancy were recruited in the birth cohort, and 6420 eligible women were included in the final analysis of the present study. Data collected at early and mid-pregnancy was used. Generalized linear models were applied to evaluated the associations between hemoglobin and GDM.

results49.6% (3184 of 6420) and 7.1% (458 of 6420) of women had high hemoglobin in early and mid-pregnancy, respectively. 92.6% (5946 of 6420) of women had decreased hemoglobin concentrations from early to mid-pregnancy. The overall incidence of GDM was 23.1% (1484 of 6420). Higher hemoglobin concentrations (for every 10 g/L increase) were associated with increased risk of GDM (early pregnancy: RR: 1.09, 95%CI: 1.04, 1.14; mid-pregnancy: RR: 1.07, 95%CI: 1.01, 1.13). High hemoglobin in early or/and mid-pregnancy significantly increased GDM risk (early pregnancy: RR: 1.11, 95%CI: 1.01, 1.21; mid-pregnancy: RR: 1.19, 95%CI: 1.03, 1.39; both periods: RR: 1.36, 95%CI: 1.15, 1.61). Significantly reduced risk of GDM was observed with every 10 g/L decrease in hemoglobin from early to mid-pregnancy (RR: 0.87, 95%CI: 0.81, 0.93), especially in women with the High-Decrease change pattern (RR: 0.87, 95%CI: 0.80, 0.95).

conclusionsMaternal high hemoglobin levels in early and/or mid-pregnancy are associated with increased GDM risk, and a decline in hemoglobin levels from early to mid-pregnancy is associated with reduced GDM risk. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

Diabetes, GestationalHemoglobinsAdultFemaleHumansIronLongitudinal StudiesOxidative StressPregnancyProspective StudiesRisk FactorsHemoglobinsIronGestational diabetes mellitusHemoglobinHemoglobin changesPregnancy

Identifiers

PMID41821007
PMCPMC13097731

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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.