Chang Jia-Feng, Wu Chang-Chin, Hsieh Chih-Yu, Li Yen-Yao, Wang Ting-Ming, Liou Jian-Chiun
Division of Nephrology, Department of Internal Medicine, Taipei Medical University-Shuang Ho Hospital, New Taipei City, Taiwan.
Graduate Institute of Aerospace and Undersea Medicine, Academy of Medicine, National Defense Medical Center, Taipei, Taiwan.
Front Med (Lausanne). 2020 Mar 27;7:99. doi: 10.3389/fmed.2020.00099. eCollection 2020.
Cardiac sympathetic response (CSR) and malnutrition-inflammation syndrome (MIS) score are validated assessment tools for patients' health condition. We aim to evaluate the joint effect of CSR and MIS on all-cause and cardiovascular (CV) mortality in patients with hemodialysis (HD). Changes in normalized low frequency (ΔnLF) during HD were utilized for quantification of CSR. Unadjusted and adjusted hazard ratios (aHRs) of mortality risks were analyzed in different groups of ΔnLF and MIS score. In multivariate analysis, higher ΔnLF was related to all-cause, CV and sudden cardiac deaths [aHR: 0.78 (95% confidence interval (CI): 0.72-0.85), 0.78 (95% CI: 0.70-0.87), and 0.74 (95% CI: 0.63-0.87), respectively]. Higher MIS score was associated with incremental risks of all-cause, CV and sudden cardiac deaths [aHR: 1.36 (95% CI: 1.13-1.63), 1.33 (95% CI: 1.06 - 1.38), and 1.50 (95% CI: 1.07-2.11), respectively]. Patients with combined lower ΔnLF (≤6.8 nu) and higher MIS score were at the greatest risk of all-cause and CV mortality [aHR: 5.64 (95% CI: 1.14-18.09) and 5.86 (95% CI: 1.64-13.65), respectively]. Our data indicate a joint evaluation of CSR and MIS score to identify patients at high risk of death is more comprehensive and convincing. Considering the extremely high prevalence of cardiac autonomic neuropathy and malnutrition-inflammation cachexia in HD population, a non-invasive monitoring system composed of CSR analyzer and MIS score calculator should be developed in the artificial intelligence-based prediction of clinical events.
心脏交感神经反应(CSR)和营养不良-炎症综合征(MIS)评分是评估患者健康状况的有效工具。我们旨在评估CSR和MIS对血液透析(HD)患者全因死亡率和心血管(CV)死亡率的联合影响。HD期间标准化低频(ΔnLF)的变化用于量化CSR。分析了不同ΔnLF和MIS评分组的未调整和调整后死亡风险的危险比(aHRs)。在多变量分析中,较高的ΔnLF与全因、CV和心源性猝死相关[aHR分别为:0.78(95%置信区间(CI):0.72-0.85)、0.78(95%CI:0.70-0.87)和0.74(95%CI:0.63-0.87)]。较高的MIS评分与全因、CV和心源性猝死风险增加相关[aHR分别为:1.36(95%CI:1.13-1.63)、1.33(95%CI:1.06-1.38)和1.50(95%CI:1.07-2.11)]。ΔnLF较低(≤6.8 nu)且MIS评分较高的患者全因和CV死亡率风险最高[aHR分别为:5.64(95%CI:1.14-18.09)和5.86(95%CI:1.64-13.65)]。我们的数据表明,联合评估CSR和MIS评分以识别高死亡风险患者更全面且有说服力。鉴于HD人群中心脏自主神经病变和营养不良-炎症恶病质的极高患病率,应在基于人工智能的临床事件预测中开发由CSR分析仪和MIS评分计算器组成的非侵入性监测系统。