A Risk Classification Model to Predict Mortality Among Laboratory-Confirmed Avian Influenza A H7N9 Patients: A Population-Based Observational Cohort Study

被引:16
作者
Martinez, Leonardo [1 ,3 ]
Cheng, Wei [4 ]
Wang, Xiaoxiao [4 ]
Ling, Feng [4 ]
Mu, Lan [2 ]
Li, Changwei [1 ]
Huo, Xiang [5 ]
Ebell, Mark H. [1 ]
Huang, Haodi [5 ]
Zhu, Limei [5 ]
Li, Chao [1 ]
Chen, Enfu [4 ]
Handel, Andreas [1 ]
Shen, Ye [1 ]
机构
[1] Univ Georgia, Dept Epidemiol & Biostat, Coll Publ Hlth, Athens, GA 30602 USA
[2] Univ Georgia, Dept Geog, Athens, GA 30602 USA
[3] Stanford Univ, Sch Med, Div Infect Dis & Geog Med, Stanford, CA USA
[4] Zhejiang Prov Ctr Dis Control & Prevent, Hangzhou, Zhejiang, Peoples R China
[5] Jiangsu Prov Ctr Dis Control & Prevent, Nanjing, Jiangsu, Peoples R China
关键词
H7N9; infection; risk score; mortality; influenza; A(H7N9) VIRUS; ZHEJIANG PROVINCE; HUMAN INFECTIONS; CHINA; PREVALENCE; HUMANS; WOMEN;
D O I
10.1093/infdis/jiz328
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
071005 [微生物学]; 100108 [医学免疫学];
摘要
Background. Avian influenza A H7N9 (A/H7N9) is characterized by rapid progressive pneumonia and respiratory failure. Mortality among laboratory-confirmed cases is above 30%; however, the clinical course of disease is variable and patients at high risk for death are not well characterized. Methods. We obtained demographic, clinical, and laboratory information on all A/H7N9 patients in Zhejiang province from China Centers for Disease Control and Prevention electronic databases. Risk factors for death were identified using logistic regression and a risk score was created using regression coefficients from multivariable models. We externally validated this score in an independent cohort from Jiangsu province. Results. Among 305 A/H7N9 patients, 115 (37.7%) died. Four independent predictors of death were identified: older age, diabetes, bilateral lung infection, and neutrophil percentage. We constructed a score with 0-13 points. Mortality rates in low- (0-3), medium- (4-6), and high-risk (7-13) groups were 4.6%, 32.1%, and 62.7% (P-trend < .0001). In a validation cohort of 111 A/H7N9 patients, 61 (55%) died. Mortality rates in low-, medium-, and high-risk groups were 35.5%, 55.8, and 67.4% (P-trend = .0063). Conclusions. We developed and validated a simple-to-use, predictive risk score for clinical use, identifying patients at high mortality risk.
引用
收藏
页码:1780 / 1789
页数:10
相关论文
共 33 条
[1]
Altman DG, 2000, STAT MED, V19, P453, DOI 10.1002/(SICI)1097-0258(20000229)19:4<453::AID-SIM350>3.0.CO
[2]
2-5
[3]
Use of oseltamivir during influenza outbreaks in Ontario nursing homes, 1999-2000 [J].
Bowles, SK ;
Lee, W ;
Simor, AE ;
Vearncombe, M ;
Loeb, M ;
Tamblyn, S ;
Fearon, M ;
Li, Y ;
McGeer, A .
JOURNAL OF THE AMERICAN GERIATRICS SOCIETY, 2002, 50 (04) :608-616
[4]
Asymptomatic, Mild, and Severe Influenza A(H7N9) Virus Infection in Humans, Guangzhou, China [J].
Chen, Zongqiu ;
Liu, Hui ;
Lu, Jianyun ;
Luo, Lei ;
Li, Kuibiao ;
Liu, Yufei ;
Lau, Eric H. Y. ;
Di, Biao ;
Wang, Hui ;
Yang, Zhicong ;
Xiao, Xincai .
EMERGING INFECTIOUS DISEASES, 2014, 20 (09) :1535-1540
[5]
Retrospective study of risk factors for mortality in human avian influenza A(H7N9) cases in Zhejiang Province, China, March 2013 to June 2014 [J].
Cheng, Qing-Lin ;
Ding, Hua ;
Sun, Zhou ;
Kao, Qing-Jun ;
Yang, Xu-Hui ;
Huang, Ren-Jie ;
Wen, Yuan-Yuan ;
Wang, Jing ;
Xie, Li .
INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES, 2015, 39 :95-101
[6]
Pandemic Preparedness and the Influenza Risk Assessment Tool (IRAT) [J].
Cox, Nancy J. ;
Trock, Susan C. ;
Burke, Stephen A. .
INFLUENZA PATHOGENESIS AND CONTROL - VOL I, 2014, 385 :119-+
[7]
Probable Hospital Cluster of H7N9 Influenza Infection [J].
Farooqui, Amber ;
Liu, Weidong ;
Kelvin, David J. .
NEW ENGLAND JOURNAL OF MEDICINE, 2016, 374 (06) :596-598
[8]
Clinical Findings in 111 Cases of Influenza A (H7N9) Virus Infection [J].
Gao, Hai-Nv ;
Lu, Hong-Zhou ;
Cao, Bin ;
Du, Bin ;
Shang, Hong ;
Gan, Jian-He ;
Lu, Shui-Hua ;
Yang, Yi-Da ;
Fang, Qiang ;
Shen, Yin-Zhong ;
Xi, Xiu-Ming ;
Gu, Qin ;
Zhou, Xian-Mei ;
Qu, Hong-Ping ;
Yan, Zheng ;
Li, Fang-Ming ;
Zhao, Wei ;
Gao, Zhan-Cheng ;
Wang, Guang-Fa ;
Ruan, Ling-Xiang ;
Wang, Wei-Hong ;
Ye, Jun ;
Cao, Hui-Fang ;
Li, Xing-Wang ;
Zhang, Wen-Hong ;
Fang, Xu-Chen ;
He, Jian ;
Liang, Wei-Feng ;
Xie, Juan ;
Zeng, Mei ;
Wu, Xian-Zheng ;
Li, Jun ;
Xia, Qi ;
Jin, Zhao-Chen ;
Chen, Qi ;
Tang, Chao ;
Zhang, Zhi-Yong ;
Hou, Bao-Min ;
Feng, Zhi-Xian ;
Sheng, Ji-Fang ;
Zhong, Nan-Shan ;
Li, Lan-Juan .
NEW ENGLAND JOURNAL OF MEDICINE, 2013, 368 (24) :2277-2285
[9]
Human Infection with a Novel Avian-Origin Influenza A (H7N9) Virus [J].
Gao, Rongbao ;
Cao, Bin ;
Hu, Yunwen ;
Feng, Zijian ;
Wang, Dayan ;
Hu, Wanfu ;
Chen, Jian ;
Jie, Zhijun ;
Qiu, Haibo ;
Xu, Ke ;
Xu, Xuewei ;
Lu, Hongzhou ;
Zhu, Wenfei ;
Gao, Zhancheng ;
Xiang, Nijuan ;
Shen, Yinzhong ;
He, Zebao ;
Gu, Yong ;
Zhang, Zhiyong ;
Yang, Yi ;
Zhao, Xiang ;
Zhou, Lei ;
Li, Xiaodan ;
Zou, Shumei ;
Zhang, Ye ;
Li, Xiyan ;
Yang, Lei ;
Guo, Junfeng ;
Dong, Jie ;
Li, Qun ;
Dong, Libo ;
Zhu, Yun ;
Bai, Tian ;
Wang, Shiwen ;
Hao, Pei ;
Yang, Weizhong ;
Zhang, Yanping ;
Han, Jun ;
Yu, Hongjie ;
Li, Dexin ;
Gao, George F. ;
Wu, Guizhen ;
Wang, Yu ;
Yuan, Zhenghong ;
Shu, Yuelong .
NEW ENGLAND JOURNAL OF MEDICINE, 2013, 368 (20) :1888-1897
[10]
Harrell FE, 1996, STAT MED, V15, P361, DOI 10.1002/(SICI)1097-0258(19960229)15:4<361::AID-SIM168>3.0.CO