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Causal relationship between the timing of menarche and young adult body mass index with consideration to a trend of consistently decreasing age at menarche
Younger age at menarche (AAM) is associated with higher body mass index (BMI) for young women. Considering that continuous trends in decreasing AAM and increasing BMI are found in many countries, we attempted to assess whether the observed negative association between AAM and young adult BMI is caus...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7909625/ https://www.ncbi.nlm.nih.gov/pubmed/33635908 http://dx.doi.org/10.1371/journal.pone.0247757 |
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author | Kim, Hakyung Choe, Seung-Ah Lee, Soo Ji Sung, Joohon |
author_facet | Kim, Hakyung Choe, Seung-Ah Lee, Soo Ji Sung, Joohon |
author_sort | Kim, Hakyung |
collection | PubMed |
description | Younger age at menarche (AAM) is associated with higher body mass index (BMI) for young women. Considering that continuous trends in decreasing AAM and increasing BMI are found in many countries, we attempted to assess whether the observed negative association between AAM and young adult BMI is causal. We included 4,093 women from the Korean Genome and Epidemiology Study (KoGES) and Healthy twin Study (HTS) with relevant epidemiologic data and genome-wide marker information. To mitigate the remarkable differences in AAM across generations, we converted the AAM to a generation-standardized AAM (gsAAM). To test causality, we applied the Mendelian randomization (MR) approach, using a genetic risk score (GRS) based on 14 AAM-associated single nucleotide polymorphisms (SNPs). We constructed MR models adjusting for education level and validated the results using the inverse-variance weighted (IVW), weighted median (WM), MR-pleiotropy residual sum and outliers test (MR-PRESSO), and MR-Egger regression methods. We found a null association using observed AAM and BMI level (conventional regression; -0.05 [95% CIs -0.10–0.00] per 1-year higher AAM). This null association was replicated when gsAAM was applied instead of AAM. Using the two-stage least squares (2SLS) approach employing a univariate GRS, the association was also negated for both AAM and gsAAM, regardless of model specifications. All the MR diagnostics suggested statistically insignificant associations, but weakly negative trends, without evidence of confounding from pleiotropy. We did not observe a causal association between AAM and young adult BMI whether we considered the birth cohort effect or not. Our study alone does not exclude the possibility of existing a weak negative association, considering the modest power of our study design. |
format | Online Article Text |
id | pubmed-7909625 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-79096252021-03-05 Causal relationship between the timing of menarche and young adult body mass index with consideration to a trend of consistently decreasing age at menarche Kim, Hakyung Choe, Seung-Ah Lee, Soo Ji Sung, Joohon PLoS One Research Article Younger age at menarche (AAM) is associated with higher body mass index (BMI) for young women. Considering that continuous trends in decreasing AAM and increasing BMI are found in many countries, we attempted to assess whether the observed negative association between AAM and young adult BMI is causal. We included 4,093 women from the Korean Genome and Epidemiology Study (KoGES) and Healthy twin Study (HTS) with relevant epidemiologic data and genome-wide marker information. To mitigate the remarkable differences in AAM across generations, we converted the AAM to a generation-standardized AAM (gsAAM). To test causality, we applied the Mendelian randomization (MR) approach, using a genetic risk score (GRS) based on 14 AAM-associated single nucleotide polymorphisms (SNPs). We constructed MR models adjusting for education level and validated the results using the inverse-variance weighted (IVW), weighted median (WM), MR-pleiotropy residual sum and outliers test (MR-PRESSO), and MR-Egger regression methods. We found a null association using observed AAM and BMI level (conventional regression; -0.05 [95% CIs -0.10–0.00] per 1-year higher AAM). This null association was replicated when gsAAM was applied instead of AAM. Using the two-stage least squares (2SLS) approach employing a univariate GRS, the association was also negated for both AAM and gsAAM, regardless of model specifications. All the MR diagnostics suggested statistically insignificant associations, but weakly negative trends, without evidence of confounding from pleiotropy. We did not observe a causal association between AAM and young adult BMI whether we considered the birth cohort effect or not. Our study alone does not exclude the possibility of existing a weak negative association, considering the modest power of our study design. Public Library of Science 2021-02-26 /pmc/articles/PMC7909625/ /pubmed/33635908 http://dx.doi.org/10.1371/journal.pone.0247757 Text en © 2021 Kim et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Kim, Hakyung Choe, Seung-Ah Lee, Soo Ji Sung, Joohon Causal relationship between the timing of menarche and young adult body mass index with consideration to a trend of consistently decreasing age at menarche |
title | Causal relationship between the timing of menarche and young adult body mass index with consideration to a trend of consistently decreasing age at menarche |
title_full | Causal relationship between the timing of menarche and young adult body mass index with consideration to a trend of consistently decreasing age at menarche |
title_fullStr | Causal relationship between the timing of menarche and young adult body mass index with consideration to a trend of consistently decreasing age at menarche |
title_full_unstemmed | Causal relationship between the timing of menarche and young adult body mass index with consideration to a trend of consistently decreasing age at menarche |
title_short | Causal relationship between the timing of menarche and young adult body mass index with consideration to a trend of consistently decreasing age at menarche |
title_sort | causal relationship between the timing of menarche and young adult body mass index with consideration to a trend of consistently decreasing age at menarche |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7909625/ https://www.ncbi.nlm.nih.gov/pubmed/33635908 http://dx.doi.org/10.1371/journal.pone.0247757 |
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