Evidence map›Paper›PMID 41779244›Full record

ArticleArchives of gynecology and obstetrics2026

Maternal serum NRF2 at 12 weeks as a biomarker for development of gestation diabetes mellitus.

Jing Ge, Xiaozhou Jia, Wenjuan Tang, Dan Lu, Lingling Wang

Abstract read
In one paragraph

Article in Archives of gynecology and obstetrics, 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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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Jing GeDepartment of Obstetrics II, Hunan Provincial Maternal and Child Health Care Hospital, No. 53, Xiangchun Road, Kaifu District, Changsha, 410000, Hunan Province, People's Republic of China.
Xiaozhou JiaDepartment of Obstetrics II, Hunan Provincial Maternal and Child Health Care Hospital, No. 53, Xiangchun Road, Kaifu District, Changsha, 410000, Hunan Province, People's Republic of China.
Wenjuan TangDepartment of Obstetrics II, Hunan Provincial Maternal and Child Health Care Hospital, No. 53, Xiangchun Road, Kaifu District, Changsha, 410000, Hunan Province, People's Republic of China.
Dan LuDepartment of Obstetrics II, Hunan Provincial Maternal and Child Health Care Hospital, No. 53, Xiangchun Road, Kaifu District, Changsha, 410000, Hunan Province, People's Republic of China.
Lingling WangDepartment of Obstetrics II, Hunan Provincial Maternal and Child Health Care Hospital, No. 53, Xiangchun Road, Kaifu District, Changsha, 410000, Hunan Province, People's Republic of China. wanglingling0314dl@163.com.

Funding

The Enterprise Joint Fund of Natural Science Foundation of Hunan Province (No. 2025JJ90226)The Ruixin Cultivation Project of Hunan Provincial Maternal and Child Health Care Hospital (No. 2021RX25)
6 · The paper itself

Abstract

objectiveThe main aim of this study is to evaluate value of maternal serum nuclear factor erythroid 2-related factor 2 (NRF2) levels at 12 weeks in predicting the development of gestational diabetes mellitus (GDM) at 24-28 weeks' gestation. Other maternal variables were also evaluated, and their relationships with NRF2 levels were assessed.

methodsWe conducted a single-center prospective cohort study including 1,270 pregnant women who attended their first-trimester antenatal visit between October 2021 and October 2023. At 12 weeks, fasting serum was collected to measure NRF2 by enzyme-linked immunosorbent assay (ELISA) and thyroid hormones on an automated chemiluminescent platform. Clinical data included age, pre-pregnancy body mass index (BMI), blood pressure, fasting plasma glucose, and lipids. All participants underwent a 75-g oral glucose tolerance test (OGTT) at 24-28 weeks and GDM was diagnosed by International Association of the Diabetes and Pregnancy Study Groups (IADPSG) criteria. Spearman correlation assessed associations between NRF2 and clinical variables. Receiver operating characteristic (ROC) analysis evaluated discrimination. Multivariable logistic regression identified independent predictors.

resultsAmong 1,270 pregnant women enrolled, 177 (13.9%) developed GDM. At 12 weeks of gestation, women who later developed GDM had significantly lower serum NRF2 levels than those without GDM. They also showed higher fasting plasma glucose (FPG), mean arterial pressure (MAP), as well as lower free thyroxine (FT4) levels. ROC analysis demonstrated that serum NRF2 at 12 weeks had good predictive value for GDM, with an area under the curve (AUC) of 0.779 (95% confidence interval [CI] 0.745-0.812, p < 0.001). A combined model incorporating NRF2 with MAP, FT4, and FPG showed improved discrimination, with an AUC of 0.882 (95% CI 0.856-0.908, p < 0.001). In multivariable logistic regression, lower serum NRF2 (odds ratio [OR] = 0.948, 95% CI 0.938-0.957, p < 0.001), higher MAP (OR = 1.182, 95% CI 1.132-1.233, p < 0.001), higher FPG (OR = 3.911, 95% CI 2.471-6.190, p < 0.001), and lower FT4 (OR = 0.639, 95% CI 0.562-0.726, p < 0.001) were identified as independent predictors of GDM, whereas other baseline parameters were not significant.

conclusionDecreased maternal serum NFR2 levels at 12 weeks' gestation appear to be associated with an increased risk of developing GDM later in pregnancy. Combining this marker, together with FT4, MAP and potentially FPG may serve as a useful first-trimester screening for the risk to develop GDM.

Indexed as

Diabetes, GestationalNF-E2-Related Factor 2AdultBiomarkersBlood GlucoseFemaleGlucose Tolerance TestHumansPredictive Value of TestsPregnancyPregnancy Trimester, FirstProspective StudiesROC CurveBiomarkersBlood GlucoseNFE2L2 protein, humanNF-E2-Related Factor 2BiomarkerEarly pregnancyGestational diabetes mellitusNuclear factor erythroid 2-related factor 2Thyroid function

Identifiers

PMID41779244
PMCPMC12960329

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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 Socratic graph.