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Educational attainment and offspring birth weight: A bidirectional Mendelian randomization study
Background: The association between educational attainment (EA) and offspring birth weight (BW) has been reported by several traditional epidemiological studies. However, evidence for this association tends to be mixed and confounded. This study aimed to investigate the causal association between EA...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9682907/ https://www.ncbi.nlm.nih.gov/pubmed/36437958 http://dx.doi.org/10.3389/fgene.2022.922382 |
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author | Liu, Yu Jin, Chen Ni, Li-Fang Zheng, Tian Liu, Xiao-Chen Wang, Shan-Shan Huang, Hui-Jun Jin, Ming-Min Cheng, Bin-Wei Yan, Hong-Tao Yang, Xin-Jun |
author_facet | Liu, Yu Jin, Chen Ni, Li-Fang Zheng, Tian Liu, Xiao-Chen Wang, Shan-Shan Huang, Hui-Jun Jin, Ming-Min Cheng, Bin-Wei Yan, Hong-Tao Yang, Xin-Jun |
author_sort | Liu, Yu |
collection | PubMed |
description | Background: The association between educational attainment (EA) and offspring birth weight (BW) has been reported by several traditional epidemiological studies. However, evidence for this association tends to be mixed and confounded. This study aimed to investigate the causal association between EA of parents and offspring BW. Methods: Here, we carried out a two-sample bidirectional Mendelian randomization (MR) analysis to examine the causal association between EA of males (n = 131,695) and females (n = 162,028) and offspring BW using genetic instruments. Summary statistics of EA associated single nucleotide polymorphisms (SNPs) were extracted from a GWAS incorporating 293,723 individuals of European descent performed by the Social Science Genetic Association Consortium (SSGAC), and the effects of these SNPs on offspring BW were estimated using a GWAS meta-analysis of 86,577 participants of European descent from 25 studies. Univariable MR analyses were conducted using the inverse-variance weighted (IVW) method and four other methods. Further sensitivity analyses were carried out to test the viability of the results. Multivariable MR was used to examine the confounders between the exposure and outcome. Results: The result shows evidence that the offspring BW is positively causally affected by female EA. Each one standard deviation (SD) increase in female EA was associated with 0.24 SD higher of offspring BW (95% confidence interval [CI], 0.10 to 0.37, p < 0.001 for the IVW method). Similarly, change in offspring BW was 0.21 SD (95% CI: 0.07 to 0.34, p = 2.82 × 10–(3)) per one SD higher in male EA. No causal effect of BW on EA was found by any of the five methods. The causal association between female EA and offspring BW maintained after adjusting for alcoholic drinks per week and BMI. The effect of male EA on offspring BW was attenuated when we adjusted for BMI and alcoholic drinks per week using multivariable MR analysis. Conclusion: Our study indicated that female EA is positively causally associated with offspring BW. The association between male EA and offspring BW may be confounded by alcoholic drinks per week and BMI. |
format | Online Article Text |
id | pubmed-9682907 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96829072022-11-24 Educational attainment and offspring birth weight: A bidirectional Mendelian randomization study Liu, Yu Jin, Chen Ni, Li-Fang Zheng, Tian Liu, Xiao-Chen Wang, Shan-Shan Huang, Hui-Jun Jin, Ming-Min Cheng, Bin-Wei Yan, Hong-Tao Yang, Xin-Jun Front Genet Genetics Background: The association between educational attainment (EA) and offspring birth weight (BW) has been reported by several traditional epidemiological studies. However, evidence for this association tends to be mixed and confounded. This study aimed to investigate the causal association between EA of parents and offspring BW. Methods: Here, we carried out a two-sample bidirectional Mendelian randomization (MR) analysis to examine the causal association between EA of males (n = 131,695) and females (n = 162,028) and offspring BW using genetic instruments. Summary statistics of EA associated single nucleotide polymorphisms (SNPs) were extracted from a GWAS incorporating 293,723 individuals of European descent performed by the Social Science Genetic Association Consortium (SSGAC), and the effects of these SNPs on offspring BW were estimated using a GWAS meta-analysis of 86,577 participants of European descent from 25 studies. Univariable MR analyses were conducted using the inverse-variance weighted (IVW) method and four other methods. Further sensitivity analyses were carried out to test the viability of the results. Multivariable MR was used to examine the confounders between the exposure and outcome. Results: The result shows evidence that the offspring BW is positively causally affected by female EA. Each one standard deviation (SD) increase in female EA was associated with 0.24 SD higher of offspring BW (95% confidence interval [CI], 0.10 to 0.37, p < 0.001 for the IVW method). Similarly, change in offspring BW was 0.21 SD (95% CI: 0.07 to 0.34, p = 2.82 × 10–(3)) per one SD higher in male EA. No causal effect of BW on EA was found by any of the five methods. The causal association between female EA and offspring BW maintained after adjusting for alcoholic drinks per week and BMI. The effect of male EA on offspring BW was attenuated when we adjusted for BMI and alcoholic drinks per week using multivariable MR analysis. Conclusion: Our study indicated that female EA is positively causally associated with offspring BW. The association between male EA and offspring BW may be confounded by alcoholic drinks per week and BMI. Frontiers Media S.A. 2022-09-01 /pmc/articles/PMC9682907/ /pubmed/36437958 http://dx.doi.org/10.3389/fgene.2022.922382 Text en Copyright © 2022 Liu, Jin, Ni, Zheng, Liu, Wang, Huang, Jin, Cheng, Yan and Yang. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Genetics Liu, Yu Jin, Chen Ni, Li-Fang Zheng, Tian Liu, Xiao-Chen Wang, Shan-Shan Huang, Hui-Jun Jin, Ming-Min Cheng, Bin-Wei Yan, Hong-Tao Yang, Xin-Jun Educational attainment and offspring birth weight: A bidirectional Mendelian randomization study |
title | Educational attainment and offspring birth weight: A bidirectional Mendelian randomization study |
title_full | Educational attainment and offspring birth weight: A bidirectional Mendelian randomization study |
title_fullStr | Educational attainment and offspring birth weight: A bidirectional Mendelian randomization study |
title_full_unstemmed | Educational attainment and offspring birth weight: A bidirectional Mendelian randomization study |
title_short | Educational attainment and offspring birth weight: A bidirectional Mendelian randomization study |
title_sort | educational attainment and offspring birth weight: a bidirectional mendelian randomization study |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9682907/ https://www.ncbi.nlm.nih.gov/pubmed/36437958 http://dx.doi.org/10.3389/fgene.2022.922382 |
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