Author:
Martins Rui,de Sousa Bruno,Rodrigues Vítor
Abstract
AbstractThis work aims at studying the spatio-temporal evolution of the age at menopause in central Portugal since the early twentieth century. We analyzed $$N=320,444$$
N
=
320
,
444
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.
Funder
Fundação para a Ciência e a Tecnologia
Publisher
Springer Science and Business Media LLC
Reference55 articles.
1. Brand, J. S. et al. Age at menopause, reproductive life span, and type 2 diabetes risk: Results from the epic-interact study. Diabetes Care 36, 1012–1019 (2013).
2. Monninkhof, E. M., van der Schouw, Y. T. & Peeters, P. H. Early age at menopause and breast cancer: Are leaner women more protected? A prospective analysis of the dutch dom cohort. Breast Cancer Res. Treat. 55, 285–291 (1999).
3. Muka, T. et al. Age at natural menopause and risk of type 2 diabetes: A prospective cohort study. Diabetologia 60, 1951–1960 (2017).
4. Shuster, L. T., Rhodes, D. J., Gostout, B. S., Grossardt, B. R. & Rocca, W. A. Premature menopause or early menopause: Long-term health consequences. Maturitas 65, 161–166 (2010).
5. Jacobsen, B. K., Heuch, I. & Kvåle, G. Age at natural menopause and all-cause mortality: A 37-year follow-up of 19,731 Norwegian women. Am. J. Epidemiol. 35, 1548–1551 (2003).
Cited by
1 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献