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The geography of the age at menopause in central Portugal since the early twentieth century
This work aims at studying the spatio-temporal evolution of the age at menopause in central Portugal since the early twentieth century. We analyzed [Formula: see text] women that had already reached the menopause within a free breast cancer screening program between 1990 and 2018 and born in the per...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9768149/ https://www.ncbi.nlm.nih.gov/pubmed/36539449 http://dx.doi.org/10.1038/s41598-022-25475-w |
_version_ | 1784854103036264448 |
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author | Martins, Rui de Sousa, Bruno Rodrigues, Vítor |
author_facet | Martins, Rui de Sousa, Bruno Rodrigues, Vítor |
author_sort | Martins, Rui |
collection | PubMed |
description | This work aims at studying the spatio-temporal evolution of the age at menopause in central Portugal since the early twentieth century. We analyzed [Formula: see text] women that had already reached the menopause within a free breast cancer screening program between 1990 and 2018 and born in the period 1910–1960. One of the concerns was about early or late menopause thus we considered percentile regression to build the respective percentile curves inside the package GAMLSS in R. In order to capture the correlation at the regional level, a spatial random-effect was considered. The obtained clustered spatial effects were analyzed to assess geographical differences among the percentiles of the age at menopause by year of birth. An increasing trend in the median age at menopause and regional differences for all the considered percentiles were found. From 47.1 years in 1910 to 49.59 years in 1960 (about 2.49 years in 5 decades). Early and premature menopause (below percentile 5%) occur in the interior north (north-eastern). Late menopause (above percentile 95%) occur predominantly in the central-north and central-south areas. |
format | Online Article Text |
id | pubmed-9768149 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-97681492022-12-22 The geography of the age at menopause in central Portugal since the early twentieth century Martins, Rui de Sousa, Bruno Rodrigues, Vítor Sci Rep Article This work aims at studying the spatio-temporal evolution of the age at menopause in central Portugal since the early twentieth century. We analyzed [Formula: see text] women that had already reached the menopause within a free breast cancer screening program between 1990 and 2018 and born in the period 1910–1960. One of the concerns was about early or late menopause thus we considered percentile regression to build the respective percentile curves inside the package GAMLSS in R. In order to capture the correlation at the regional level, a spatial random-effect was considered. The obtained clustered spatial effects were analyzed to assess geographical differences among the percentiles of the age at menopause by year of birth. An increasing trend in the median age at menopause and regional differences for all the considered percentiles were found. From 47.1 years in 1910 to 49.59 years in 1960 (about 2.49 years in 5 decades). Early and premature menopause (below percentile 5%) occur in the interior north (north-eastern). Late menopause (above percentile 95%) occur predominantly in the central-north and central-south areas. Nature Publishing Group UK 2022-12-20 /pmc/articles/PMC9768149/ /pubmed/36539449 http://dx.doi.org/10.1038/s41598-022-25475-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/) . |
spellingShingle | Article Martins, Rui de Sousa, Bruno Rodrigues, Vítor The geography of the age at menopause in central Portugal since the early twentieth century |
title | The geography of the age at menopause in central Portugal since the early twentieth century |
title_full | The geography of the age at menopause in central Portugal since the early twentieth century |
title_fullStr | The geography of the age at menopause in central Portugal since the early twentieth century |
title_full_unstemmed | The geography of the age at menopause in central Portugal since the early twentieth century |
title_short | The geography of the age at menopause in central Portugal since the early twentieth century |
title_sort | geography of the age at menopause in central portugal since the early twentieth century |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9768149/ https://www.ncbi.nlm.nih.gov/pubmed/36539449 http://dx.doi.org/10.1038/s41598-022-25475-w |
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