Potential for primary prevention of low birth weight in pregnancies with and without gestational diabetes mellitus: a prospective cohort study in Central China
Abstract
Low birth weight (LBW) remains a critical global health challenge, yet the differential contributions of risk factors in pregnancies with and without gestational diabetes mellitus (GDM) are poorly characterized. This study aimed to identify modifiable first-trimester risk factors for LBW in GDM and non-GDM subpopulations within a Chinese context, and quantify the preventable LBW burden by population attributable fraction (PAF) estimation adjusted for risk factor interdependence. This prospective cohort study enrolled 34,031 pregnant women from Central China (2013–2019), stratified by GDM (n = 5414) and non-GDM (n = 28,617) groups. Early-pregnancy exposures included advanced maternal age, passive smoking, alcohol intake, no folic acid used, low education, and pre-pregnancy underweight. Multivariable logistic regression and principal component analysis-adjusted PAFs were used to quantify preventable LBW burdens while accounting for risk factor overlap. Five risk factors were identified in both GDM (advanced maternal age, passive smoking, underweight, no folic acid used, and low education) and non-GDM (advanced maternal age, alcohol intake, underweight, no folic acid used, and low education) pregnancies. It was found that 18.4% and 33.4% of LBW cases could be theoretically prevented through these five identified risk factors in both GDM and non-GDM cohorts, respectively. Among four shared contributors, low education emerged as the primary modifiable risk factor (adjusted PAF:…
How strong is the evidence?
Evidence Hub reads this as a cohort study, done in people. Its evidence level is 3 of 5 (Moderate · trial / cohort / secondary analysis). Trials without a large randomized design, cohorts and secondary analyses give moderate evidence. Reported size: 34,031 participants or records.
Read the paper
Related studies
- Tobacco and COPD: presenting the World Health Organization (WHO) Tobacco Knowledge Summary
- Comparative effects of e-cigarette smoking on periodontal status, salivary pH, and cotinine levels
- Association between exposure to environmental pollutants and increased oral health risks, a comprehensive review
- Influence of gestational window on offspring vascular health in rodents with in utero exposure to electronic cigarettes
- Natural products as kinase inhibitors in lung cancer: molecular mechanisms, therapeutic potential, and clinical trials
- Nicotine in electronic cigarettes
Go deeper in Evidence Hub
Evidence Hub adds a study data sheet (design, sample size, evidence level, key numbers), an AI summary and a chat grounded in the paper's text.