ArticlePLoS medicine2019
Preconception diabetes mellitus and adverse pregnancy outcomes in over 6.4 million women: A population-based cohort study in China.
Article in PLoS medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06064669 (Effect of Metformin on Healthy Live Birth After In-vitro Fertilization in Women With Prediabetes Mellitus), which is not on this map. Cited by 62 papers, 3 of them syntheses that pooled it.
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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.
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.
Effect of Metformin on Healthy Live Birth After In-vitro Fertilization in Women With Prediabetes Mellitus: a Multicenter Double-blind Placebo Controlled Randomized Trial
Who cites it
62 citing papers in PubMed, 3 syntheses or guidelines pooled it, 114 citations in OpenAlex.
- Analysis of Pregnancy-Related Attacks in Neuromyelitis Optica Spectrum Disorder: A Systematic Review and Meta-Analysis.JAMA network open · 2022Pooled it
- Risks of specific congenital anomalies in offspring of women with diabetes: A systematic review and meta-analysis of population-based studies including over 80 million births.PLoS medicine · 2022Pooled it
- Adverse birth outcome and associated factors among diabetic pregnant women in Ethiopia: Systematic review and meta-analysis.PloS one · 2020Pooled it
- Association between maternal preconception blood pressure and spontaneous abortion: a population-based cohort study in China.BMC medicine · 2026Article
- Husbands' smoking and risk of diabetes in reproductive-aged Chinese women: a nationwide population-based cohort study.BMC public health · 2026Article
- Article
- Menstrual Characteristics and the Risk of Spontaneous Abortion - 9 PLADs, China, 2013-2024.China CDC weekly · 2026Article
- Altered trophoblasts, macrophages, and immunologic microenvironment in the placenta: Implications of poorly controlled type 2 diabetes mellitus revealed by single-cell transcriptomics.Chinese medical journal · 2026Article
- Factors associated with preterm birth and low birth weight among infants with congenital heart disease in Changsha City, China, 2022-2024.Scientific reports · 2026Article
- Impact of Automated Insulin Delivery on Glycemic Profile and Maternal/Neonatal Outcomes in Pregnancy: A Review of the Evidence From Observational Studies.Journal of diabetes science and technology · 2026Review
- Development and validation of a predictive model for cervical insufficiency incorporating AMH and androstenedione.Scientific reports · 2025Article
- Stillbirth burden and associated factors in Chengdu, Western China: a population-based retrospective study, 2019-2024.BMC pregnancy and childbirth · 2025Article
- Fetal malformations in women with pregestational diabetes mellitus based on pre-pregnancy fasting plasma glucose levels.Scientific reports · 2025Article
- Inappropriate range of fasting plasma glucose may affect embryo euploidy negatively: a retrospective cohort study.BMC women's health · 2025Article
- Risk factors and adverse pregnancy outcomes associated with large for gestational age infants in pregnant women with type 2 diabetes mellitus.BMC pregnancy and childbirth · 2025Article
- A retrospective study on the impact of the timing of diabetes diagnosis on maternal and fetal outcomes.Archives of gynecology and obstetrics · 2025Article
- Pregestational Diabetes Mellitus and Adverse Perinatal Outcomes: A Systematic Review and Meta-Analysis.Journal of clinical medicine · 2025Review
- Preconception hypoglycemia and adverse pregnancy outcomes in Chinese women aged 20-49 years: A retrospective cohort study in China.PLoS medicine · 2025Article
- Integrating Spatial and Single-Nucleus Transcriptomic Data to Assess the Effects of Intrauterine Hyperglycemia on Fetal Pancreatic Development.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Comparative analysis of perinatal outcomes in pregnant women with pregestational diabetes mellitus based on diagnostic timing.Scientific reports · 2025Article
2 more citing papers are in PubMed but not listed here.
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Authors and funding
20 authors at 6 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDiabetes mellitus (DM) increases the risk of adverse maternal and neonatal outcomes, and optimization of glycemic control during pregnancy can help mitigate risks associated with diabetes. However, studies seldom focus precisely on maternal blood glucose level prior to pregnancy. We aimed to evaluate the associations between preconception blood fasting plasma glucose (FPG) level and subsequent pregnancy outcomes. METHODS AND
findingsWe conducted a population-based retrospective cohort study among 6,447,339 women aged 20-49 years old who participated in National Free Pre-Pregnancy Checkups Project and completed pregnancy outcomes follow-up between 2010 and 2016 in China. During the preconception health examination, serum FPG concentration was measured, and self-reported history of DM was collected. Women were classified into three groups (normal FPG group: FPG < 5.6 mmol/L and no self-reported history of DM; impaired fasting glucose [IFG]: FPG 5.6-6.9 mmol/L and no self-reported history of DM; and DM: FPG ≥ 7.0 mmol/L or self-reported history of DM). The primary outcomes were adverse pregnancy outcomes, including spontaneous abortion, preterm birth (PTB), macrosomia, small for gestational age infant (SGA), birth defect, and perinatal infant death. Logistic regression model was used to calculate odds ratio (OR) and 95% confidence interval (CI) after adjusting for confounding variables. The mean age of women was 25.24 years, 91.47% were of Han nationality, and 92.85% were from rural areas. The incidence of DM and IFG was 1.18% (76,297) and 13.15% (847,737), respectively. Only 917 (1.20%) women reported a history of DM (awareness of their DM status), of whom 37.28% (337) had an elevated preconception FPG level (≥ 5.6 mmol/L), regarded as noncontrolled DM. A total of 1,005,568 (15.60%) women had adverse pregnancy outcomes. Compared with women with normal FPG, women with IFG had higher risks of spontaneous abortion (OR 1.08; 95% CI 1.06-1.09; P < 0.001), PTB (1.02; 1.01-1.03; P < 0.001), macrosomia (1.07; 1.06-1.08; P < 0.001), SGA (1.06; 1.02-1.10; P = 0.007), and perinatal infant death (1.08; 1.03-1.12; P < 0.001); the corresponding ORs for women with DM were 1.11 (95% CI 1.07-1.15; P < 0.001), 1.17 (1.14-1.20; P < 0.001), 1.13 (1.09-1.16; P < 0.001), 1.17 (1.04-1.32; P = 0.008), and 1.59 (1.44-1.76; P < 0.001). Women with DM also had a higher risk of birth defect (OR 1.42; 95% CI 1.15-1.91; P = 0.002). Among women without self-reported history of DM, there was a positive linear association between FPG levels and spontaneous abortion, PTB, macrosomia, SGA, and perinatal infant death (P for trend <0.001, <0.001, <0.001, 0.001, <0.001). Information about hypoglycemic medication before or during pregnancy was not collected, and we cannot adjust it in the analysis, which could result in underestimation of risks. Data on 2-hour plasma glucose level and HbA1c concentration were not available, and the glycemic control status was evaluated according to FPG value in women with DM.
conclusionsWomen with preconception IFG or DM had higher risk of adverse pregnancy outcomes, including spontaneous abortion, PTB, macrosomia, SGA, and perinatal infant death. Preconception glycemic control through appropriate methods is one of the most important aspects of preconception care and should not be ignored by policy makers.
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