Statistical games to predict mortality and length of hospital stay after cardiac surgery

Author:

Tzikos Georgios1,Alexiou Ioannis1,Tsagkaropoulos Sokratis1,Menni Alexandra-Eleftheria1,Chatziantoniou Georgios1,Papavramidis Theodosios1,Grosomanidis Vasilios1,Stavrou George1,Kotzampassi Katerina1

Affiliation:

1. Aristotle University of Thessaloniki

Abstract

Abstract Purpose Neutrophil-to-lymphocyte ratio (NLR), and platelet-to-lymphocyte ratio (PLR) are widely accepted indices positively correlated with the disease severity, progression, and mortality. Since in a previous study we had correlated nutritional parameters with morbidity and mortality in cardiac surgery patients, we decided to perform a post-hoc analysis to test whether these parameters are also correlated with the NLR and PLR indices. Methods NLR and PLR were calculated on days 0, 3, 5, and 7 postoperatively. ROC curve was generated to assess their prognostic value and multivariate logistic analysis to identify independent risk factors for 90day mortality. Results Analysis was performed on 179 patients-data, 11 of which (6.15%) died within 90 days. The discriminatory performance for predicting 90day mortality was better for NLR7 (AUC = 0.925, 95%CI: 0.865–0.984) than for NLR5 (AUC = 0.810, 95%CI: 0.678–0.942), the respective cut-off points being 7.10 and 6.60. PLR3 exhibited a significantly strong discriminatory performance (AUC = 0.714, 95%CI: 0.581–0.847), with a cut-off point of 126.34. Similarly, a significant discriminative performance was prominent for PLR3, NLR5, and NLR7 with respect to the length of hospital stay. Moreover, NLR7 (OR: 2.143, 95% CI: 1.076–4.267, p = 0.030) and ICU length of stay (OR:1.361, 95% CI: 1.045–1.774, p = 0.022) were significant independent risk factors. Conclusion NLR and PLR are efficient predictive factors for 90day mortality and hospital length of stay in cardiac surgery patients. Owing to the simplicity of determining NLR and PLR, their postoperative monitoring may offer a reliable predictor of patients’ outcomes in terms of length of stay and mortality.

Publisher

Research Square Platform LLC

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3