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Mendelian randomization analysis of factors related to ovulation and reproductive function and endometrial cancer risk
BACKGROUND: Observational epidemiological studies suggest a link between several factors related to ovulation and reproductive function and endometrial cancer (EC) risk; however, it is not clear whether these relationships are causal, and whether the risk factors act independently of each other. The...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9623961/ https://www.ncbi.nlm.nih.gov/pubmed/36320039 http://dx.doi.org/10.1186/s12916-022-02585-w |
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author | D’Urso, Shannon Arumugam, Pooja Weider, Therese Hwang, Liang-Dar Bond, Tom A. Kemp, John P. Warrington, Nicole M. Evans, David M. O’Mara, Tracy A. Moen, Gunn-Helen |
author_facet | D’Urso, Shannon Arumugam, Pooja Weider, Therese Hwang, Liang-Dar Bond, Tom A. Kemp, John P. Warrington, Nicole M. Evans, David M. O’Mara, Tracy A. Moen, Gunn-Helen |
author_sort | D’Urso, Shannon |
collection | PubMed |
description | BACKGROUND: Observational epidemiological studies suggest a link between several factors related to ovulation and reproductive function and endometrial cancer (EC) risk; however, it is not clear whether these relationships are causal, and whether the risk factors act independently of each other. The aim of this study was to investigate putative causal relationships between the number of live births, age at last live birth, and years ovulating and EC risk. METHODS: We conducted a series of observational analyses to investigate various risk factors and EC risk in the UK Biobank (UKBB). Additionally, multivariate analysis was performed to elucidate the relationship between the number of live births, age at last live birth, and years ovulating and other related factors such as age at natural menopause, age at menarche, and body mass index (BMI). Secondly, we used Mendelian randomization (MR) to assess if these observed relationships were causal. Genome-wide significant single nucleotide polymorphisms (SNPs) were extracted from previous studies of woman’s number of live births, age at menopause and menarche, and BMI. We conducted a genome-wide association analysis using the UKBB to identify SNPs associated with years ovulating, years using the contraceptive pill, and age at last live birth. RESULTS: We found evidence for a causal effect of the number of live births (inverse variance weighted (IVW) odds ratio (OR): 0.537, p = 0.006), the number of years ovulating (IVW OR: 1.051, p = 0.014), in addition to the known risk factors BMI, age at menarche, and age at menopause on EC risk in the univariate MR analyses. Due to the close relationships between these factors, we followed up with multivariable MR (MVMR) analysis. Results from the MVMR analysis showed that number of live births had a causal effect on EC risk (OR: 0.783, p = 0.036) independent of BMI, age at menarche and age at menopause. CONCLUSIONS: MVMR analysis showed that the number of live births causally reduced the risk of EC. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-022-02585-w. |
format | Online Article Text |
id | pubmed-9623961 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-96239612022-11-02 Mendelian randomization analysis of factors related to ovulation and reproductive function and endometrial cancer risk D’Urso, Shannon Arumugam, Pooja Weider, Therese Hwang, Liang-Dar Bond, Tom A. Kemp, John P. Warrington, Nicole M. Evans, David M. O’Mara, Tracy A. Moen, Gunn-Helen BMC Med Research Article BACKGROUND: Observational epidemiological studies suggest a link between several factors related to ovulation and reproductive function and endometrial cancer (EC) risk; however, it is not clear whether these relationships are causal, and whether the risk factors act independently of each other. The aim of this study was to investigate putative causal relationships between the number of live births, age at last live birth, and years ovulating and EC risk. METHODS: We conducted a series of observational analyses to investigate various risk factors and EC risk in the UK Biobank (UKBB). Additionally, multivariate analysis was performed to elucidate the relationship between the number of live births, age at last live birth, and years ovulating and other related factors such as age at natural menopause, age at menarche, and body mass index (BMI). Secondly, we used Mendelian randomization (MR) to assess if these observed relationships were causal. Genome-wide significant single nucleotide polymorphisms (SNPs) were extracted from previous studies of woman’s number of live births, age at menopause and menarche, and BMI. We conducted a genome-wide association analysis using the UKBB to identify SNPs associated with years ovulating, years using the contraceptive pill, and age at last live birth. RESULTS: We found evidence for a causal effect of the number of live births (inverse variance weighted (IVW) odds ratio (OR): 0.537, p = 0.006), the number of years ovulating (IVW OR: 1.051, p = 0.014), in addition to the known risk factors BMI, age at menarche, and age at menopause on EC risk in the univariate MR analyses. Due to the close relationships between these factors, we followed up with multivariable MR (MVMR) analysis. Results from the MVMR analysis showed that number of live births had a causal effect on EC risk (OR: 0.783, p = 0.036) independent of BMI, age at menarche and age at menopause. CONCLUSIONS: MVMR analysis showed that the number of live births causally reduced the risk of EC. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-022-02585-w. BioMed Central 2022-11-01 /pmc/articles/PMC9623961/ /pubmed/36320039 http://dx.doi.org/10.1186/s12916-022-02585-w Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article D’Urso, Shannon Arumugam, Pooja Weider, Therese Hwang, Liang-Dar Bond, Tom A. Kemp, John P. Warrington, Nicole M. Evans, David M. O’Mara, Tracy A. Moen, Gunn-Helen Mendelian randomization analysis of factors related to ovulation and reproductive function and endometrial cancer risk |
title | Mendelian randomization analysis of factors related to ovulation and reproductive function and endometrial cancer risk |
title_full | Mendelian randomization analysis of factors related to ovulation and reproductive function and endometrial cancer risk |
title_fullStr | Mendelian randomization analysis of factors related to ovulation and reproductive function and endometrial cancer risk |
title_full_unstemmed | Mendelian randomization analysis of factors related to ovulation and reproductive function and endometrial cancer risk |
title_short | Mendelian randomization analysis of factors related to ovulation and reproductive function and endometrial cancer risk |
title_sort | mendelian randomization analysis of factors related to ovulation and reproductive function and endometrial cancer risk |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9623961/ https://www.ncbi.nlm.nih.gov/pubmed/36320039 http://dx.doi.org/10.1186/s12916-022-02585-w |
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