透析患者的症状负担:决定性因素和对死亡率的影响
Sabrina Mezzatesta1,2, Giacomo Fiumara2, Federico D'Antoni3
1Institute of Clinical Physiology, National Research Council, Reggio Calabria, Italy.
Journal of nephrology
|March 3, 2026
概括
血液透析患者的症状负担与饮食习惯和并发症有关. 虽然症状与不良结果相关,但它们对死亡率和住院治疗的预测价值在临床模型中是有限的.
科学领域:
- 腎臟病學 (nephrology) 是一種醫學.
- 临床医学 临床医学
- 公共卫生 公共卫生
背景情况:
- 症状负担显著影响慢性病 (CKD) 患者的生活质量和功能状况.
- 症状很普遍,但在血液透析 (HD) 患者中经常被低估.
- 对这一群体来说,调查症状决定因素和死亡率影响至关重要.
研究的目的:
- 为了确定与血液透析患者的症状负担相关的因素.
- 评估症状对死亡率和住院率的影响.
- 在预测模型中评估症状得分的预后价值.
主要方法:
- 分析了1825名血液透析患者,并提供了可用的症状问卷.
- 机器学习的应用对纵向变量与症状的关联.
- 考克斯回归和机器学习分类用于死亡率和预后价值评估.
主要成果:
- 饮食习惯 (食欲评分,遵循饮食困难) 和非血管神经系统评分是关键的症状决定因素.
- 症状与死亡率和住院 (心血管,传染病) 有着独立的关联.
- 将症状评分添加到预测模型中并没有显著改善性能.
结论:
- 饮食习惯和并发症与血液透析患者的症状负担密切相关.
- 尽管与不良结果有联系,但症状在预测模型中具有有限的预后能力.
- 监测饮食习惯可以提高透析患者的生活质量.
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