Pitino Annalisa, D'Arrigo Graziella, Marino Carmela, Pizzini Patrizia, Caridi Graziella, Mallamaci Francesca, Tripepi Giovanni, Zoccali Carmine
National Research Council of ITALY (CNR), Institute of Clinical Physiology in Rome, 00042 Rome, Italy.
National Research Council of ITALY (CNR), Institute of Clinical Physiology in Reggio Calabria, 00185 Reggio Calabria, Italy.
J Clin Med. 2024 Jun 20;13(12):3600. doi: 10.3390/jcm13123600.
Chronic Kidney Disease (CKD) is a complex health condition that interacts significantly with socioeconomic determinants, particularly income status and education. This study developed a simple indicator of socioeconomic status (SES), which is composed of income status and education in CKD patients, and evaluated its impact on health outcomes in this population. This study was conducted on 561 CKD patients, stages 2-5. The composite SES score was developed by combining the regression coefficients of income and education as predictors of the study endpoint in a multivariable Cox model, normalizing these coefficients to derive weights, and then using these weights to calculate an individual percentage score based on each person's income and education. The composed SES indicator was internally validated through bootstrap analysis. Over a median follow-up time of 36 months, we tracked all-cause death and non-fatal cardiovascular events. Both lack of income ( = 0.020) and low educational level ( = 0.034) were independently related to the combined endpoint. Based on these covariates' regression coefficients, a composite socioeconomic score considering income and educational level was generated. In a Cox regression model, a 10% increase in this composite risk score entailed a 25% increase in the hazard ratio (HR) of the combined endpoint [HR (10% increase): 1.25], and the internally validated 95% CI ranged from 1.14 to 1.41 ( < 0.001). This study underscores the significant impact of a simple, bootstrap-validated composite SES indicator on CKD patients' health outcomes. These findings highlight the importance of considering education and socioeconomic factors in managing and treating CKD patients and inform future research and policy considerations for this population.
慢性肾脏病(CKD)是一种复杂的健康状况,与社会经济决定因素,特别是收入状况和教育程度有着显著的相互作用。本研究开发了一种简单的社会经济地位(SES)指标,该指标由CKD患者的收入状况和教育程度组成,并评估了其对该人群健康结局的影响。本研究对561例2 - 5期CKD患者进行。综合SES评分是通过将收入和教育程度的回归系数作为多变量Cox模型中研究终点的预测因子进行合并,对这些系数进行标准化以得出权重,然后使用这些权重根据每个人的收入和教育程度计算个体百分比得分。通过自抽样分析对所构建的SES指标进行内部验证。在中位随访时间36个月内,我们追踪了全因死亡和非致命性心血管事件。收入不足(P = 0.020)和低教育水平(P = 0.034)均与联合终点独立相关。基于这些协变量的回归系数,生成了一个考虑收入和教育水平的综合社会经济评分。在Cox回归模型中,该综合风险评分增加10%会使联合终点的风险比(HR)增加25% [HR(增加10%):1.25],内部验证的95%置信区间为1.14至1.41(P < 0.001)。本研究强调了一个简单的、经自抽样验证的综合SES指标对CKD患者健康结局的显著影响。这些发现突出了在管理和治疗CKD患者时考虑教育和社会经济因素的重要性,并为该人群未来的研究和政策考量提供了参考。