{"title":"Association Between Socioeconomic Status and Major Congenital Anomalies: A Two-Sample Mendelian Randomization Study","authors":"Daniel Linares, Qun Miao, Beatriz Luna","doi":"10.1002/bdr2.2524","DOIUrl":null,"url":null,"abstract":"<div>\n \n \n <section>\n \n <h3> Background</h3>\n \n <p>Traditional observational studies suggest that socioeconomic status (SES) may influence the risk of congenital anomalies; however, an association remains unclear due to residual confounding. This study used Mendelian randomization (MR) to explore the potential causal relationship between SES indicators and specific congenital anomalies.</p>\n </section>\n \n <section>\n \n <h3> Methods</h3>\n \n <p>We performed two-sample MR analyses to explore whether three indicators of SES—educational attainment, household income, and the Townsend Deprivation Index—have a relationship with the risk of major congenital anomalies. Genetic variants associated with these SES indicators were obtained from the MRC Integrative Epidemiology Unit (IEU) OpenGWAS database, based on UK Biobank data. Genetic associations with nine categories of congenital anomalies were sourced from the FinnGen study. The primary MR method was inverse-variance weighted (IVW), with sensitivity analyses and Bonferroni correction applied to account for multiple testing.</p>\n </section>\n \n <section>\n \n <h3> Results</h3>\n \n <p>Prior to correction for multiple testing, higher educational attainment was associated with reduced risk of congenital heart defects (CHDs) (OR = 0.60, 95% CI: 0.41–0.88; <i>p</i> = 0.001), congenital respiratory system malformations (OR = 0.20, 95% CI: 0.06–0.62; <i>p</i> = 0.005), and musculoskeletal malformations (OR = 0.47, 95% CI: 0.29–0.76; <i>p</i> = 0.002). A lower Townsend Deprivation Index was unexpectedly associated with a higher risk of congenital digestive tract anomalies (OR = 4.53, 95% CI: 1.10–18.63; <i>p</i> = 0.036). However, after Bonferroni correction, only the association between educational attainment and CHDs remained significant (adjusted <i>p</i> = 0.02).</p>\n </section>\n \n <section>\n \n <h3> Conclusions</h3>\n \n <p>We found limited evidence on the association between SES and congenital anomalies. Only higher educational attainment was significantly associated with reduced risk of CHDs after multiple testing correction. Further research with refined methods is needed to clarify these associations.</p>\n </section>\n </div>","PeriodicalId":9121,"journal":{"name":"Birth Defects Research","volume":"117 9","pages":""},"PeriodicalIF":1.6000,"publicationDate":"2025-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Birth Defects Research","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/bdr2.2524","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"DEVELOPMENTAL BIOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Background
Traditional observational studies suggest that socioeconomic status (SES) may influence the risk of congenital anomalies; however, an association remains unclear due to residual confounding. This study used Mendelian randomization (MR) to explore the potential causal relationship between SES indicators and specific congenital anomalies.
Methods
We performed two-sample MR analyses to explore whether three indicators of SES—educational attainment, household income, and the Townsend Deprivation Index—have a relationship with the risk of major congenital anomalies. Genetic variants associated with these SES indicators were obtained from the MRC Integrative Epidemiology Unit (IEU) OpenGWAS database, based on UK Biobank data. Genetic associations with nine categories of congenital anomalies were sourced from the FinnGen study. The primary MR method was inverse-variance weighted (IVW), with sensitivity analyses and Bonferroni correction applied to account for multiple testing.
Results
Prior to correction for multiple testing, higher educational attainment was associated with reduced risk of congenital heart defects (CHDs) (OR = 0.60, 95% CI: 0.41–0.88; p = 0.001), congenital respiratory system malformations (OR = 0.20, 95% CI: 0.06–0.62; p = 0.005), and musculoskeletal malformations (OR = 0.47, 95% CI: 0.29–0.76; p = 0.002). A lower Townsend Deprivation Index was unexpectedly associated with a higher risk of congenital digestive tract anomalies (OR = 4.53, 95% CI: 1.10–18.63; p = 0.036). However, after Bonferroni correction, only the association between educational attainment and CHDs remained significant (adjusted p = 0.02).
Conclusions
We found limited evidence on the association between SES and congenital anomalies. Only higher educational attainment was significantly associated with reduced risk of CHDs after multiple testing correction. Further research with refined methods is needed to clarify these associations.
期刊介绍:
The journal Birth Defects Research publishes original research and reviews in areas related to the etiology of adverse developmental and reproductive outcome. In particular the journal is devoted to the publication of original scientific research that contributes to the understanding of the biology of embryonic development and the prenatal causative factors and mechanisms leading to adverse pregnancy outcomes, namely structural and functional birth defects, pregnancy loss, postnatal functional defects in the human population, and to the identification of prenatal factors and biological mechanisms that reduce these risks.
Adverse reproductive and developmental outcomes may have genetic, environmental, nutritional or epigenetic causes. Accordingly, the journal Birth Defects Research takes an integrated, multidisciplinary approach in its organization and publication strategy. The journal Birth Defects Research contains separate sections for clinical and molecular teratology, developmental and reproductive toxicology, and reviews in developmental biology to acknowledge and accommodate the integrative nature of research in this field. Each section has a dedicated editor who is a leader in his/her field and who has full editorial authority in his/her area.