Joint association of preconception fasting plasma glucose and body mass index with adverse pregnancy outcomes: a retrospective cohort study in China

Maternal preconception body mass index (BMI) and fasting plasma glucose (FPG) are independently associated with adverse pregnancy outcomes. However, previous studies have rarely evaluated both additive and multiplicative interactions between preconception FPG and BMI across multiple pregnancy outcomes. This study aimed to evaluate their joint associations with adverse pregnancy outcomes. This was a retrospective cohort study of the National Free Preconception Checkup Project database in China, comprising 8,057,713 childbearing-aged women (median age, 26 years) between 2013 and 2020. Maternal preconception FPG was classified as hypoglycemia (< 3.9 mmol/L without a history of diabetes), normal (3.9- < 5.6 mmol/L without a history of diabetes), impaired fasting glucose (IFG, 5.6- < 7.0 mmol/L without a history of diabetes), and diabetes mellitus (DM, ≥ 7.0 mmol/L or with history of diabetes); BMI was categorized as underweight (< 18.5 kg/m 2 ), normal (18.5- < 24.0 kg/m 2 ), overweight (24.0- < 28.0 kg/m 2 ), and obesity (≥ 28.0 kg/m 2 ). Robust Poisson regression and interaction analyses were used to assess the associations with adverse pregnancy outcomes, including medically indicated termination, spontaneous abortion, preterm birth (PTB), large for gestational age (LGA), small for gestational age (SGA), birth defects, and perinatal death. Restricted cubic splines were used to assess the dose–response relationship. Of 8,057,713 included participants, 40.69% had preconception abnormalities in either FPG or BMI. Compared with women with normal FPG and BMI, women with both obesity and DM had the highest risk of medically indicated termination (adjusted risk ratio 1.49, 95% confidence interval 1.29–1.72), spontaneous abortion (1.38, 1.24–1.55), PTB (1.39, 1.26–1.53), LGA (1.87, 1.76–1.99), and perinatal death (2.31, 1.76–3.05). Conversely, the highest risks for SGA (1.41, 1.32–1.50) and birth defects (2.19, 1.34–3.58) were observed in underweight women with DM. In absolute terms, women with both obesity and DM had 2.38% and 9.08% higher risks of PTB and LGA, respectively, than women with normal FPG and BMI. Positive additive interactions between hyperglycemia and elevated BMI were outcome-specific and were not observed for SGA, birth defects, or perinatal death. Moreover, the dose–response relationships of elevated FPG and adverse pregnancy outcomes were steeper in women with higher BMI, while relationships of elevated BMI with adverse pregnancy outcomes were similarly more pronounced among women with higher FPG. In contrast, SGA risk was predominantly associated with preconception underweight, with less variation across FPG levels. Preconception FPG and BMI were jointly associated with adverse pregnancy outcomes, with outcome-specific additive interactions between hyperglycemia and elevated BMI. These findings suggested that dual assessment of BMI and FPG in preconception care may improve risk stratification, and prospective interventional studies are needed to determine whether modifying these factors improves pregnancy outcomes among singleton pregnancies.

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Journal
BMC Public Health
Published
2026-10-16
DOI
https://doi.org/10.1186/s12889-026-29692-0
Primary Topic
Gestational Diabetes Research and Management
Type
article
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Joint association of preconception fasting plasma glucose and body mass index with adverse pregnancy outcomes: a retrospective cohort study in China

Jueming Lei, Hanbin Wu, Chuanyu Zhao, Xinyi Lyu et al.
BMC Public Health
Gestational Diabetes Research and Management
article

Joint association of preconception fasting plasma glucose and body mass index with adverse pregnancy outcomes: a retrospective cohort study in China

Jueming Lei, Hanbin Wu, Chuanyu Zhao, Xinyi Lyu, Jiaxin Li, Yuan He, Hongguang Zhang, Donghai Yan, Haiping Shen, Zuoqi Peng, Xu Ma, Yiping Zhang, Ying Yang, Meiya Liu, Qiaomei Wang, Xuan Hu, Ya Zhang, Yuanyuan Wang
article en

Abstract

Maternal preconception body mass index (BMI) and fasting plasma glucose (FPG) are independently associated with adverse pregnancy outcomes. However, previous studies have rarely evaluated both additive and multiplicative interactions between preconception FPG and BMI across multiple pregnancy outcomes. This study aimed to evaluate their joint associations with adverse pregnancy outcomes. This was a retrospective cohort study of the National Free Preconception Checkup Project database in China, comprising 8,057,713 childbearing-aged women (median age, 26 years) between 2013 and 2020. Maternal preconception FPG was classified as hypoglycemia (< 3.9 mmol/L without a history of diabetes), normal (3.9- < 5.6 mmol/L without a history of diabetes), impaired fasting glucose (IFG, 5.6- < 7.0 mmol/L without a history of diabetes), and diabetes mellitus (DM, ≥ 7.0 mmol/L or with history of diabetes); BMI was categorized as underweight (< 18.5 kg/m 2 ), normal (18.5- < 24.0 kg/m 2 ), overweight (24.0- < 28.0 kg/m 2 ), and obesity (≥ 28.0 kg/m 2 ). Robust Poisson regression and interaction analyses were used to assess the associations with adverse pregnancy outcomes, including medically indicated termination, spontaneous abortion, preterm birth (PTB), large for gestational age (LGA), small for gestational age (SGA), birth defects, and perinatal death. Restricted cubic splines were used to assess the dose–response relationship. Of 8,057,713 included participants, 40.69% had preconception abnormalities in either FPG or BMI. Compared with women with normal FPG and BMI, women with both obesity and DM had the highest risk of medically indicated termination (adjusted risk ratio 1.49, 95% confidence interval 1.29–1.72), spontaneous abortion (1.38, 1.24–1.55), PTB (1.39, 1.26–1.53), LGA (1.87, 1.76–1.99), and perinatal death (2.31, 1.76–3.05). Conversely, the highest risks for SGA (1.41, 1.32–1.50) and birth defects (2.19, 1.34–3.58) were observed in underweight women with DM. In absolute terms, women with both obesity and DM had 2.38% and 9.08% higher risks of PTB and LGA, respectively, than women with normal FPG and BMI. Positive additive interactions between hyperglycemia and elevated BMI were outcome-specific and were not observed for SGA, birth defects, or perinatal death. Moreover, the dose–response relationships of elevated FPG and adverse pregnancy outcomes were steeper in women with higher BMI, while relationships of elevated BMI with adverse pregnancy outcomes were similarly more pronounced among women with higher FPG. In contrast, SGA risk was predominantly associated with preconception underweight, with less variation across FPG levels. Preconception FPG and BMI were jointly associated with adverse pregnancy outcomes, with outcome-specific additive interactions between hyperglycemia and elevated BMI. These findings suggested that dual assessment of BMI and FPG in preconception care may improve risk stratification, and prospective interventional studies are needed to determine whether modifying these factors improves pregnancy outcomes among singleton pregnancies.

BMC Public Health
Chinese University of Hong Kong (HK), Chinese Academy of Medical Sciences & Peking Union Medical College (CN), National Health and Family Planning Commission (CN), Genetic Resources Center (JP)
National Key Research and Development Program of China
Good health and well-being
Openalex Percentile: Top 9%
Gestational Diabetes Research and Management
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