Department of Diabetes and Nutrition, "Iuliu Hatieganu" University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania.
Faculty of Medicine, University of Medicine and Pharmacy "Carol Davila", 050474 Bucharest, Romania.
Int J Environ Res Public Health. 2023 Jan 18;20(3):1736. doi: 10.3390/ijerph20031736.
Essential hypertension (HTN) has a complex spectrum of pathophysiological determinants and current guidelines provide limited information on high-risk groups that should be targeted for its primary prevention. The objective of our research was to identify clusters of social and metabolic factors associated with prevalent HTN in men and women from a population-based survey in Romania. Of the 1477 participants in the main study, 798 with complete data were analyzed here. Using two-step cluster analysis, one high-risk cluster in women and two high and intermediate risk for prevalent HTN in men were identified. Older age, rural area, lower education, and higher burden of metabolic factors characterized clusters with higher risk, while intermediate risk in men was characterized by a more metabolically healthy phenotype in younger individuals. In logistic regression, men in Cluster 1 vs. those in Cluster 3 had an odds ratio (OR) of 9.6 (95%CI: 4.6; 20.0), < 0.001 for prevalent HTN, while OR for Cluster 2 vs. Cluster 3 was 3.2 (95%CI: 1.4; 7.4), = 0.005. In women, the OR for HTN was 10.2 (95%CI: 5.7; 18.5) if assigned to Cluster 2 vs. Cluster 1, < 0.001. These results pointed out the subgroups and communities that the primary prevention of HTN should be prioritized in.
原发性高血压(HTN)具有复杂的病理生理决定因素谱,目前的指南仅提供了有限的信息,说明哪些高危人群应作为其一级预防的目标。我们的研究目的是确定与罗马尼亚人群基于人群的调查中男性和女性普遍存在的 HTN 相关的社会和代谢因素集群。在主要研究的 1477 名参与者中,这里分析了有完整数据的 798 名参与者。使用两步聚类分析,确定了女性中存在一个高危集群,男性中存在两个高危和中危的 HTN 集群。年龄较大、农村地区、教育程度较低和代谢因素负担较高是高风险集群的特征,而男性中的中危风险则以年轻个体更健康的代谢表型为特征。在逻辑回归中,与 Cluster 3 相比,Cluster 1 中的男性患 HTN 的比值比(OR)为 9.6(95%CI:4.6;20.0), < 0.001;而 Cluster 2 与 Cluster 3 相比,OR 为 3.2(95%CI:1.4;7.4), = 0.005。在女性中,如果分配到 Cluster 2,与 Cluster 1 相比,HTN 的 OR 为 10.2(95%CI:5.7;18.5), < 0.001。这些结果指出了原发性高血压一级预防应优先考虑的亚组和社区。