ArticleBMC pregnancy and childbirth2025
Pre-conception clinical risk factors differ between spontaneous and indicated preterm birth in a densely phenotyped EHR cohort.
Article in BMC pregnancy and childbirth, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 1 of them a synthesis that pooled it.
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Who cites it
6 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Global and population-specific association of MTHFR polymorphisms with preterm birth risk: a consolidated analysis of 44 studies.BMC pregnancy and childbirth · 2025Pooled it
- Trends and Determinants of Preterm Births.Cureus · 2026Article
- Lived experience of spontaneous preterm birth following spontaneous preterm labor: the primary caregiver's perspective.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2026Article
- A Compassion-Focused Approach to Support Parents After Preterm Birth.Clinical child and family psychology review · 2025Review
- Discovering latent subtypes of preterm birth and genetic risk using tensor decomposition on electronic health records.medRxiv : the preprint server for health sciences · 2025Article
- Chrononutrition behaviors during pregnancy: maternal nighttime eating increases the risk of preterm birth.Frontiers in nutrition · 2025Article
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Abstract
backgroundPreterm birth (PTB) is the leading cause of infant mortality. Risk for PTB is influenced by multiple biological pathways, many of which are poorly understood. Some PTBs result from medically indicated labor following complications from hypertension and/or diabetes, while many others are spontaneous with unknown causes. Previously, investigation of potential risk factors has been limited by a lack of data on maternal medical history and the difficulty of classifying PTBs as indicated or spontaneous. Here, we leverage electronic health record (EHR) data (patient health information including demographics, diagnoses, and medications) and a supplemental curated pregnancy database to overcome these limitations. Novel associations may provide new insight into the pathophysiology of PTB as well as help identify individuals who would be at risk of PTB.
methodsWe quantified associations between maternal diagnoses and preterm birth both with and without controlling for maternal age and socioeconomic factors within a University of California, San Francisco (UCSF), EHR cohort with 10,643 births (n
resultsThirty diagnoses significantly and robustly (False Discovery Rate (FDR) < 0.05) associated with indicated PTBs compared to term. We discovered known (hypertension, diabetes, and chronic kidney disease) and less established (blood, cardiac, gynecological, and liver diagnoses) associations. Essential hypertension had the most significant association with indicated PTB (adjusted p
conclusionsOur study underscores the limitations of approaches that combine indicated and spontaneous births. When combined, significant associations were almost entirely driven by indicated PTBs, although the spontaneous and indicated groups were of a similar size. Investigating the spontaneous population has the potential to reveal new pathways and understanding of the heterogeneity of PTB.
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