Evidence map›Paper›PMID 42036876›Full record

ArticleChinese medical journal2026

Dose-response relationship between gestational blood glucose levels and risk of pre-eclampsia in singleton pregnancies: A retrospective multicenter study.

Shang Ma, Tingfei Gu, Huifeng Shi, Yuan Wei, Xiaoli Wang

Abstract readMulticenter Study
In one paragraph

Article in Chinese medical journal, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

5 authors.

Shang MaDepartment of Maternal and Child Health, School of Public Health, Peking University, Beijing 100191, China.
Tingfei GuPeking University Health Science Center, Beijing 100191, China.
Huifeng ShiDepartment of Obstetrics and Gynecology, Peking University Third Hospital, Beijing 100191, China.
Yuan WeiDepartment of Obstetrics and Gynecology, Peking University Third Hospital, Beijing 100191, China.
Xiaoli WangDepartment of Maternal and Child Health, School of Public Health, Peking University, Beijing 100191, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPre-eclampsia remains a leading cause of maternal and perinatal mortality and morbidity. Whether risks of pre-eclampsia are associated with severity of blood glucose concentrations or glycemic control is still unknown. This study aimed to analyze the association of blood glucose concentrations during pregnancy and the risk of pre-eclampsia.

methodsA retrospective cohort study was conducted using data of 53,054 singleton pregnant women aged 18-49 years from 121 maternity hospitals in China between 2015 and 2018. Logistic regression models with restricted cubic splines were performed to reveal a non-linear association of blood glucose concentrations in the first trimester and the gestational change with pre-eclampsia. The association of the categories of blood glucose concentrations with pre-eclampsia was further examined by performing robust Poisson regression.

resultsA total of 1356 (2.55%, 1356/53,054) participants were diagnosed with pre-eclampsia. Higher risk was observed in those with higher blood glucose in the first trimester and those with greater increase in blood glucose during gestation, with the incidence of pre-eclampsia ranging from 1.27% (24/1883) to 6.03% (29/481). Compared with women with blood glucose (BG) concentrations of <4.4 mmol/L in the first trimester, the risk of pre-eclampsia was significantly increased in women with 4.4 ≤BG <5.1 mmol/L (adjusted relative risk [aRR] = 1.347, 95% confidence interval [CI]: 1.185-1.531), 5.1 ≤BG <5.6 mmol/L (aRR = 1.750, 95% CI: 1.441-2.124), and BG ≥5.6 mmol/L (aRR = 2.431, 95% CI: 1.958-3.019), respectively, after adjusting for basic characteristics of women, including region, age, education, ethnicity, residential status, assisted reproductive technology, primigravida, pre-pregnancy body mass index and categories of gestational change of blood glucose concentrations. The association of gestational change of blood glucose concentrations during gestation with pre-eclampsia was presented as a U-shaped curve after controlling the blood glucose concentrations in the first trimester.

conclusionsThe findings highlight that higher blood glucose concentration in the first trimester and greater gestational variations of blood glucose contribute to higher risks of pre-eclampsia. Therefore, maintaining optimal blood glucose in early pregnancy and minimizing gestational glucose fluctuations is recommended to reduce the risk of pre-eclampsia.

Indexed as

Blood GlucosePre-EclampsiaAdolescentAdultFemaleHumansLogistic ModelsMiddle AgedPregnancyPregnancy Trimester, FirstRetrospective StudiesRisk FactorsYoung AdultBlood GlucoseCohort studyFirst trimesterGestational blood glucoseGlucose concentrationsPre-eclampsiaPregnancy

Identifiers

PMID42036876
PMCPMC13384701

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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 OpenQuestion graph.