{"database":"biostudies-literature","file_versions":[],"scores":null,"additional":{"omics_type":["Unknown"],"volume":["13"],"submitter":["Marques LP"],"pubmed_abstract":["<h4>Background</h4>To identify multimorbidity patterns, by sex, according to sociodemographic and lifestyle in ELSA-Brasil.<h4>Methods</h4>Cross-sectional study with 14,516 participants from ELSA-Brasil (2008-2010). Fuzzy c-means was used to identify multimorbidity patterns of 2+ chronic morbidities, where the consequent morbidity had to occur in at least 5% of all cases. Association rule (O/E≥1.5) was used to identify co-occurrence of morbidities, in each cluster, by sociodemographic and lifestyle factors.<h4>Results</h4>The prevalence of multimorbidity was higher in women (73.7%) compared to men (65.3%). Among women, cluster 1 was characterized by hypertension/diabetes (13.2%); cluster 2 had no overrepresented morbidity; and cluster 3 all participants had kidney disease. Among men, clust"],"journal":["Journal of multimorbidity and comorbidity"],"pagination":["26335565231173845"],"full_dataset_link":["https://www.ebi.ac.uk/biostudies/studies/S-EPMC10201182"],"repository":["biostudies-literature"],"pubmed_title":["Multimorbidity prevalence and patterns at the baseline of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil)."],"pmcid":["PMC10201182"],"pubmed_authors":["Marques LP","A C Machado L","Griep RH","Bensenor I","Brunoni AR","Ribeiro AL","da Fonseca MJM","Paula DP","de Aguiar OB","Oliveira FEG","Chor D"],"additional_accession":[]},"is_claimable":false,"name":"Multimorbidity prevalence and patterns at the baseline of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil).","description":"<h4>Background</h4>To identify multimorbidity patterns, by sex, according to sociodemographic and lifestyle in ELSA-Brasil.<h4>Methods</h4>Cross-sectional study with 14,516 participants from ELSA-Brasil (2008-2010). Fuzzy c-means was used to identify multimorbidity patterns of 2+ chronic morbidities, where the consequent morbidity had to occur in at least 5% of all cases. Association rule (O/E≥1.5) was used to identify co-occurrence of morbidities, in each cluster, by sociodemographic and lifestyle factors.<h4>Results</h4>The prevalence of multimorbidity was higher in women (73.7%) compared to men (65.3%). Among women, cluster 1 was characterized by hypertension/diabetes (13.2%); cluster 2 had no overrepresented morbidity; and cluster 3 all participants had kidney disease. Among men, clust","dates":{"release":"2023-01-01T00:00:00Z","publication":"2023 Jan-Dec","modification":"2025-04-04T10:27:36.572Z","creation":"2025-04-04T10:27:36.572Z"},"accession":"S-EPMC10201182","cross_references":{"pubmed":["37223823"],"doi":["10.1177/26335565231173845"]}}