The Role of Neutrophil-to-Lymphocyte Ratio in Risk Stratification and Prognostication of COVID-19: A Systematic Review and Meta-Analysis

被引:32
作者
Parthasarathi, Ashwaghosha [1 ]
Padukudru, Sunag [2 ]
Arunachal, Sumalata [3 ]
Basavaraj, Chetak Kadabasal [3 ]
Krishna, Mamidipudi Thirumala [4 ]
Ganguly, Koustav [5 ]
Upadhyay, Swapna [5 ]
Anand, Mahesh Padukudru [3 ]
机构
[1] Allergy Asthma & Chest Ctr, Mysore 570004, Karnataka, India
[2] Yenepoya Univ, Yenepoya Med Coll, Mangalore 575018, India
[3] JSS Med Coll, JSSAHER, Dept Resp Med, Mysore 570015, Karnataka, India
[4] Univ Birmingham, Inst Immunol Immunotherapy, Univ Hosp Birmingham NHS Fdn Trust, Birmingham B15 2GW, W Midlands, England
[5] Karolinska Inst, Inst Environm Med IMM, Unit Integrat Toxicol, S-17177 Stockholm, Sweden
基金
英国惠康基金;
关键词
COVID-19; neutrophil-to-lymphocyte ratio; systematic review; mortality; severity; outcomes; NLR; HOSPITALIZED-PATIENTS; ASSOCIATION; MORTALITY; SEVERITY; OUTCOMES; PROGRESSION; PARAMETERS; PREDICT; MARKER;
D O I
10.3390/vaccines10081233
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Several studies have proposed that the neutrophil-lymphocyte ratio (NLR) is one of the various biomarkers that can be useful in assessing COVID-19 disease-related outcomes. Our systematic review analyzes the relationship between on-admission NLR values and COVID-19 severity and mortality. Six different severity criteria were used. A search of the literature in various databases was conducted from 1 January 2020 to 1 May 2021. We calculated the pooled standardized mean difference (SMD) for the collected NLR values. A meta-regression analysis was performed, looking at the length of hospitalization and other probable confounders, such as age, gender, and comorbidities. A total of sixty-four studies were considered, which included a total of 15,683 patients. The meta-analysis showed an SMD of 3.12 (95% CI: 2.64-3.59) in NLR values between severe and non-severe patients. A difference of 3.93 (95% CI: 2.35-5.50) was found between survivors and non-survivors of the disease. Upon summary receiver operating characteristics analysis, NLR showed 80.2% (95% CI: 74.0-85.2%) sensitivity and 75.8% (95% CI: 71.3-79.9%) specificity for the prediction of severity and 78.8% (95% CI: 73.5-83.2%) sensitivity and 73.0% (95% CI: 68.4-77.1%) specificity for mortality, and was not influenced by age, gender, or co-morbid conditions. Conclusion: On admission, NLR predicts both severity and mortality in COVID-19 patients, and an NLR > 6.5 is associated with significantly greater the odds of mortality.
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页数:21
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共 101 条
[41]   Haematological characteristics and risk factors in the classification and prognosis evaluation of COVID-19: a retrospective cohort study [J].
Liao, Danying ;
Zhou, Fen ;
Luo, Lili ;
Xu, Min ;
Wang, Hongbo ;
Xia, Jiahong ;
Gao, Yong ;
Cai, Liqiong ;
Wang, Zhihui ;
Yin, Ping ;
Wang, Yadan ;
Tang, Lu ;
Deng, Jun ;
Mei, Heng ;
Hu, Yu .
LANCET HAEMATOLOGY, 2020, 7 (09) :E671-E678
[42]   Associations between hematological parameters and disease severity in patients with SARS-CoV-2 infection [J].
Lin, Sha ;
Mao, Weilin ;
Zou, Qianda ;
Lu, Siming ;
Zheng, Shufa .
JOURNAL OF CLINICAL LABORATORY ANALYSIS, 2021, 35 (01)
[43]   CT quantification of pneumonia lesions in early days predicts progression to severe illness in a cohort of COVID-19 patients [J].
Liu, Fengjun ;
Zhang, Qi ;
Huang, Chao ;
Shi, Chunzi ;
Wang, Lin ;
Shi, Nannan ;
Fang, Cong ;
Shan, Fei ;
Mei, Xue ;
Shi, Jing ;
Song, Fengxiang ;
Yang, Zhongcheng ;
Ding, Zezhen ;
Su, Xiaoming ;
Lu, Hongzhou ;
Zhu, Tongyu ;
Zhang, Zhiyong ;
Shi, Lei ;
Shi, Yuxin .
THERANOSTICS, 2020, 10 (12) :5613-5622
[44]   Neutrophil-to-lymphocyte ratio predicts critical illness patients with 2019 coronavirus disease in the early stage [J].
Liu, Jingyuan ;
Liu, Yao ;
Xiang, Pan ;
Pu, Lin ;
Xiong, Haofeng ;
Li, Chuansheng ;
Zhang, Ming ;
Tan, Jianbo ;
Xu, Yanli ;
Song, Rui ;
Song, Meihua ;
Wang, Lin ;
Zhang, Wei ;
Han, Bing ;
Yang, Li ;
Wang, Xiaojing ;
Zhou, Guiqin ;
Zhang, Ting ;
Li, Ben ;
Wang, Yanbin ;
Chen, Zhihai ;
Wang, Xianbo .
JOURNAL OF TRANSLATIONAL MEDICINE, 2020, 18 (01)
[45]   Combined use of the neutrophil-to-lymphocyte ratio and CRP to predict 7-day disease severity in 84 hospitalized patients with COVID-19 pneumonia: a retrospective cohort study [J].
Liu, Yue-Ping ;
Li, Gao-Ming ;
He, Jun ;
Liu, Ying ;
Li, Min ;
Zhang, Rui ;
Li, Ya-Lan ;
Wu, Ya-Zhou ;
Diao, Bo .
ANNALS OF TRANSLATIONAL MEDICINE, 2020, 8 (10)
[46]   Neutrophil-to-lymphocyte ratio as an independent risk factor for mortality in hospitalized patients with COVID-19 [J].
Liu, Yuwei ;
Du, Xuebei ;
Chen, Jing ;
Jin, Yalei ;
Peng, Li ;
Wang, Harry H. X. ;
Luo, Mingqi ;
Chen, Ling ;
Zhao, Yan .
JOURNAL OF INFECTION, 2020, 81 (01) :E6-E12
[47]   Prognostic Value of C-Reactive Protein in Patients With Coronavirus 2019 [J].
Luo, Xiaomin ;
Zhou, Wei ;
Yan, Xiaojie ;
Guo, Tangxi ;
Wang, Benchao ;
Xia, Hongxia ;
Ye, Lu ;
Xiong, Jun ;
Jiang, Zongping ;
Liu, Yu ;
Zhang, Bicheng ;
Yang, Weize .
CLINICAL INFECTIOUS DISEASES, 2020, 71 (16) :2174-2179
[48]   Evaluation of neutrophil-to-lymphocyte ratio and immune response in patients vaccinated with Pfizer-Biontech vaccine [J].
Mediu, Ridvana ;
Rama, Ariol ;
Puca, Edmond .
JOURNAL OF INFECTION IN DEVELOPING COUNTRIES, 2022, 16 (05) :745-751
[49]   Changes in blood lymphocyte populations after multiple trauma: Association with posttraumatic complications [J].
Menges, T ;
Engel, J ;
Welters, I ;
Wagner, RM ;
Little, S ;
Ruwoldt, R ;
Wollbrueck, M ;
Hempelmann, G .
CRITICAL CARE MEDICINE, 1999, 27 (04) :733-740
[50]   Predictive values of blood urea nitrogen/creatinine ratio and other routine blood parameters on disease severity and survival of COVID-19 patients [J].
Ok, Fesih ;
Erdogan, Omer ;
Durmus, Emrullah ;
Carkci, Serkan ;
Canik, Aggul .
JOURNAL OF MEDICAL VIROLOGY, 2021, 93 (02) :786-793