Nomogram for predicting in-hospital mortality of nonagenarians with community-acquired pneumonia

被引:14
作者
Zan, Yumin [1 ]
Song, Weiwei [2 ]
Wang, Yu [1 ]
Shao, Jiaofang [3 ]
Wang, Zhiyong [4 ]
Zhao, Weihong [1 ]
Wu, Jianqing [1 ]
Xu, Wei [1 ]
机构
[1] Nanjing Med Univ, Affiliated Hosp 1, Dept Geriatr, Key Lab Geriatr Jiangsu Prov, 300 Guangzhou Rd, Nanjing 210029, Peoples R China
[2] Wuhan Univ, Zhongnan Hosp, Dept Resp Med, Wuhan, Peoples R China
[3] Nanjing Med Univ, Sch Biomed Engn & Informat, Nanjing, Peoples R China
[4] Nanjing Univ Chinese Med, Affiliated Hosp, Dept Digest Oncol, Nanjing, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
Charlson comorbidity index; community-acquired pneumonia; nomogram; nonagenarian; systemic immune inflammation index; RISK-FACTORS; ADULTS; SCORES;
D O I
10.1111/ggi.14430
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
Aim Nonagenarians with community-acquired pneumonia (CAP) have a high mortality rate; however, appropriate tools for reliable severity assessment in this population are lacking. The current study aimed to evaluate the risk factors and establish a nomogram to predict in-hospital mortality of nonagenarians with CAP. Methods In total, 304 patients aged >= 90 years who were admitted with CAP to Jiangsu Provincial People's Hospital and Jiangsu Provincial Hospital of Chinese Medicine between 2014 and 2020 were retrospectively analyzed. Clinical information, laboratory imaging results and pathogen detection were retrieved. Significant variables independently associated with CAP were identified by a logistic regression model, and a nomogram prediction model was constructed. The nomogram was compared with the widely used assessments: CURB-65, PSI and National Early Warning Score (NEWS) scores. Results Univariate and multivariate logistic regression analyses identified gender, blood urea nitrogen, C-reactive protein-to-albumin ratio, Charlson Comorbidity Index and systemic immune inflammation index as independent factors that affect the prognosis. We created a nomogram for CAP based on these risk factors. The nomogram had a bootstrapped concordance index of 0.796 and was well-calibrated in the decision analysis curve range of 0.1-0.98. The area under the curve was 0.796 (95% CI: 0.74-0.85), significantly higher than for CURB-65, PSI and NEWS scores (P < 0.05). Conclusions Our nomogram model can predict the outcome of hospitalized nonagenarians with CAP and guide clinicians to provide better treatment, leading to improved prognosis and reduced mortality. Geriatr Gerontol Int center dot center dot; center dot center dot: center dot center dot-center dot center dot Geriatr Gerontol Int 2022; center dot center dot: center dot center dot-center dot center dot.
引用
收藏
页码:635 / 641
页数:7
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