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Cadernos de Saúde Pública
Print version ISSN 0102-311X
FREITAS, Eulilian Dias de; HADDAD, João Paulo Amaral and VELASQUEZ-MELENDEZ, Gustavo. A multidimensional exploration of metabolic syndrome components. Cad. Saúde Pública [online]. 2009, vol.25, n.5, pp. 1073-1082. ISSN 0102-311X. http://dx.doi.org/10.1590/S0102-311X2009000500014.
The objective of this study was to verify the clustering of anthropometric and metabolic variables related to metabolic syndrome, by sex. Data were collected from 579 subjects aged 18-94 years living in two rural areas of Brazil. Factor analysis was performed using principal components analysis with varimax orthogonal rotation. The study reduced a complex set of cardiovascular risk factor into 3 independent factors, each reflecting a different aspect of metabolic syndrome. In both sexes, factor 1 related to obesity and dyslipidemia, factor 2 to obesity and blood pressure, and factor 3 to obesity and insulin resistance. The total variance explained for men and women was, respectively, 66.61% and 68.98%. The findings corroborate the hypothesis that at least 3 pathophysiological domains act in the clustering of cardiovascular risk factors related to metabolic syndrome in this population.
Keywords : Metabolic Syndrome X; Obesity; Rural Population.