• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

中性粒细胞与淋巴细胞比值对 COVID-19 患者疾病严重程度和死亡率的预测价值:系统评价和荟萃分析。

Predictive values of neutrophil-to-lymphocyte ratio on disease severity and mortality in COVID-19 patients: a systematic review and meta-analysis.

机构信息

Department of Critical Care Medicine, The First Medical Centre, Chinese People's Liberation Army General Hospital, 28 Fu-Xing Road, Beijing, 100853, People's Republic of China.

Medical School of Chinese PLA, Beijing, People's Republic of China.

出版信息

Crit Care. 2020 Nov 16;24(1):647. doi: 10.1186/s13054-020-03374-8.

DOI:10.1186/s13054-020-03374-8
PMID:33198786
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7667659/
Abstract

BACKGROUND

Coronavirus disease 2019 (COVID-19), a highly infectious disease, has been rapidly spreading all over the world and remains a great threat to global public health. Patients diagnosed with severe or critical cases have a poor prognosis. Hence, it is crucial for us to identify potentially severe or critical cases early and give timely treatments for targeted patients. In the clinical practice of treating patients with COVID-19, we have observed that the neutrophil-to-lymphocyte ratio (NLR) of severe patients is higher than that in mild patients. We performed this systematic review and meta-analysis to evaluate the predictive values of NLR on disease severity and mortality in patients with COVID-19.

METHODS

We searched PubMed, EMBASE, China National Knowledge Infrastructure (CNKI) and Wanfang databases to identify eligible studies (up to August 11, 2020). Two authors independently screened studies and extracted data. The methodological quality of the included studies was assessed by Quality Assessment of Diagnostic Accuracy Studies 2 (QUADAS-2).

RESULTS

Thirteen studies involving 1579 patients reported the predictive value of NLR on disease severity. The pooled sensitivity (SEN), specificity (SPE) and area under curve (AUC) were 0.78 (95% CI 0.70-0.84), 0.78 (95% CI 0.73-0.83) and 0.85 (95% CI 0.81-0.88), respectively. Ten studies involving 2967 patients reported the predictive value of NLR on mortality. The pooled SEN, SPE and AUC were 0.83 (95% CI 0.75-0.89), 0.83 (95% CI 0.74-0.89) and 0.90 (95% CI 0.87-0.92), respectively.

CONCLUSIONS

NLR has good predictive values on disease severity and mortality in patients with COVID-19 infection. Evaluating NLR can help clinicians identify potentially severe cases early, conduct early triage and initiate effective management in time, which may reduce the overall mortality of COVID-19.

TRIAL REGISTRY

This meta-analysis was prospectively registered on PROSPERO database (Registration number: CRD42020203612).

摘要

背景

新型冠状病毒病(COVID-19)是一种高度传染性疾病,已在全球迅速蔓延,仍然对全球公共卫生构成巨大威胁。确诊为重症或危重症的患者预后较差。因此,早期识别潜在的重症或危重症病例并对目标患者进行及时治疗至关重要。在 COVID-19 患者的临床治疗中,我们观察到重症患者的中性粒细胞与淋巴细胞比值(NLR)高于轻症患者。我们进行了这项系统评价和荟萃分析,以评估 NLR 对 COVID-19 患者疾病严重程度和死亡率的预测价值。

方法

我们检索了 PubMed、EMBASE、中国知网(CNKI)和万方数据库,以确定符合条件的研究(截至 2020 年 8 月 11 日)。两位作者独立筛选研究并提取数据。使用诊断准确性研究质量评估工具 2(QUADAS-2)评估纳入研究的方法学质量。

结果

纳入的 13 项研究共涉及 1579 例患者,报告了 NLR 对疾病严重程度的预测价值。汇总的敏感性(SEN)、特异性(SPE)和曲线下面积(AUC)分别为 0.78(95%CI 0.70-0.84)、0.78(95%CI 0.73-0.83)和 0.85(95%CI 0.81-0.88)。纳入的 10 项研究共涉及 2967 例患者,报告了 NLR 对死亡率的预测价值。汇总的敏感性(SEN)、特异性(SPE)和 AUC 分别为 0.83(95%CI 0.75-0.89)、0.83(95%CI 0.74-0.89)和 0.90(95%CI 0.87-0.92)。

结论

NLR 对 COVID-19 感染患者的疾病严重程度和死亡率具有良好的预测价值。评估 NLR 有助于临床医生早期识别潜在的重症病例,进行早期分诊,并及时采取有效管理,从而降低 COVID-19 的总体死亡率。

试验注册

本荟萃分析前瞻性地在 PROSPERO 数据库(注册号:CRD42020203612)注册。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/39b0/7670595/4d24739aad9e/13054_2020_3374_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/39b0/7670595/12f4f0f21d41/13054_2020_3374_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/39b0/7670595/639d4dca8ec3/13054_2020_3374_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/39b0/7670595/b64100e51769/13054_2020_3374_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/39b0/7670595/4d24739aad9e/13054_2020_3374_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/39b0/7670595/12f4f0f21d41/13054_2020_3374_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/39b0/7670595/639d4dca8ec3/13054_2020_3374_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/39b0/7670595/b64100e51769/13054_2020_3374_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/39b0/7670595/4d24739aad9e/13054_2020_3374_Fig4_HTML.jpg

相似文献

1
Predictive values of neutrophil-to-lymphocyte ratio on disease severity and mortality in COVID-19 patients: a systematic review and meta-analysis.中性粒细胞与淋巴细胞比值对 COVID-19 患者疾病严重程度和死亡率的预测价值:系统评价和荟萃分析。
Crit Care. 2020 Nov 16;24(1):647. doi: 10.1186/s13054-020-03374-8.
2
Ratios of neutrophil-to-lymphocyte and platelet-to-lymphocyte predict all-cause mortality in inpatients with coronavirus disease 2019 (COVID-19): a retrospective cohort study in a single medical centre.中性粒细胞与淋巴细胞比值和血小板与淋巴细胞比值预测 2019 年冠状病毒病(COVID-19)住院患者的全因死亡率:单中心回顾性队列研究。
Epidemiol Infect. 2020 Sep 9;148:e211. doi: 10.1017/S0950268820002071.
3
Neutrophil-to-lymphocyte ratio predicts critical illness patients with 2019 coronavirus disease in the early stage.中性粒细胞与淋巴细胞比值可预测 2019 冠状病毒病重症患者的早期病情。
J Transl Med. 2020 May 20;18(1):206. doi: 10.1186/s12967-020-02374-0.
4
Does Neutrophil-to-lymphocyte Ratio at Admission Predict Severity and Mortality in COVID-19 Patients? A Systematic Review and Meta-analysis.入院时中性粒细胞与淋巴细胞比值能否预测COVID-19患者的严重程度和死亡率?一项系统评价和荟萃分析。
Indian J Crit Care Med. 2022 Mar;26(3):361-375. doi: 10.5005/jp-journals-10071-24135.
5
The clinical implication of dynamic neutrophil to lymphocyte ratio and D-dimer in COVID-19: A retrospective study in Suzhou China.新冠肺炎患者中性粒细胞与淋巴细胞比值和 D-二聚体的临床意义:中国苏州的一项回顾性研究。
Thromb Res. 2020 Aug;192:3-8. doi: 10.1016/j.thromres.2020.05.006. Epub 2020 May 6.
6
[Neutrophil to lymphocyte ratio as a prognostic marker in COVID-19].[中性粒细胞与淋巴细胞比值作为新型冠状病毒肺炎的预后标志物]
Medicina (B Aires). 2020;80 Suppl 3:31-36.
7
Can we predict the severity of coronavirus disease 2019 with a routine blood test?我们能否通过常规血液检查来预测 2019 年冠状病毒病的严重程度?
Pol Arch Intern Med. 2020 May 29;130(5):400-406. doi: 10.20452/pamw.15331. Epub 2020 May 1.
8
Clinical characteristics of chronic liver disease with coronavirus disease 2019 (COVID-19): a cohort study in Wuhan, China.2019冠状病毒病(COVID-19)合并慢性肝病的临床特征:一项在中国武汉开展的队列研究
Aging (Albany NY). 2020 Aug 28;12(16):15938-15945. doi: 10.18632/aging.103632.
9
Diagnostic value of peripheral hematologic markers for coronavirus disease 2019 (COVID-19): A multicenter, cross-sectional study.外周血标志物对 2019 年冠状病毒病(COVID-19)的诊断价值:一项多中心、横断面研究。
J Clin Lab Anal. 2020 Oct;34(10):e23475. doi: 10.1002/jcla.23475. Epub 2020 Jul 17.
10
IL-6-based mortality risk model for hospitalized patients with COVID-19.基于 IL-6 的 COVID-19 住院患者死亡风险模型。
J Allergy Clin Immunol. 2020 Oct;146(4):799-807.e9. doi: 10.1016/j.jaci.2020.07.009. Epub 2020 Jul 22.

引用本文的文献

1
Neutrophil-Lymphocyte Ratio and Platelet-Lymphocyte Ratio in ADHD: A Systematic Scoping Review.注意缺陷多动障碍中的中性粒细胞与淋巴细胞比值及血小板与淋巴细胞比值:一项系统综述
Adv Neurodev Disord. 2024 Dec 18. doi: 10.1007/s41252-024-00433-x.
2
Risk factors of poor outcomes in ANCA-associated vasculitis: a single-center study.抗中性粒细胞胞浆抗体相关性血管炎不良预后的危险因素:一项单中心研究。
Ren Fail. 2025 Dec;47(1):2519818. doi: 10.1080/0886022X.2025.2519818. Epub 2025 Jul 14.
3
The neutrophil-to-lymphocyte ratio is associated with increased risk of all-cause mortality in obstructive sleep apnea.

本文引用的文献

1
[Biochemical analysis between common type and critical type of COVID-19 and clinical value of neutrophil/lymphocyte ratio].新型冠状病毒肺炎普通型与重型的生化分析及中性粒细胞/淋巴细胞比值的临床价值
Nan Fang Yi Ke Da Xue Xue Bao. 2020 Jul 30;40(7):965-971. doi: 10.12122/j.issn.1673-4254.2020.07.08.
2
Clinical characteristics and outcomes of critically ill patients with novel coronavirus infectious disease (COVID-19) in China: a retrospective multicenter study.中国新型冠状病毒传染病(COVID-19)危重症患者的临床特征和结局:一项回顾性多中心研究。
Intensive Care Med. 2020 Oct;46(10):1863-1872. doi: 10.1007/s00134-020-06211-2. Epub 2020 Aug 20.
3
中性粒细胞与淋巴细胞比值与阻塞性睡眠呼吸暂停患者全因死亡风险增加相关。
Sci Rep. 2025 Jul 2;15(1):23645. doi: 10.1038/s41598-025-00176-2.
4
Effects of colchicine, interferon β, IVIG, tocilizumab and corticosteroids on COVID-19 patient survival from all presently available published clinical trials: A narrative review.秋水仙碱、干扰素β、静脉注射免疫球蛋白、托珠单抗和皮质类固醇对COVID-19患者生存的影响:基于所有现有已发表临床试验的叙述性综述。
Caspian J Intern Med. 2025 Mar 11;16(2):198-214. doi: 10.22088/cjim.16.2.198. eCollection 2025.
5
Neutrophil-to-Lymphocyte Ratio (NLR) and Platelet-to-Lymphocyte Ratio (PLR) as Prognostic Markers of COVID-19 Disease Irrespective of Immunosuppression Status: A Case-Control Retrospective Single-Center Study.中性粒细胞与淋巴细胞比值(NLR)和血小板与淋巴细胞比值(PLR)作为COVID-19疾病的预后标志物,与免疫抑制状态无关:一项病例对照回顾性单中心研究。
Pathogens. 2025 Jun 1;14(6):550. doi: 10.3390/pathogens14060550.
6
Elevated IL-6 and IL-10 Levels as Prognostic Biomarkers in COVID-19 Pneumonia: A Comparative Study in Mexican Patients.IL-6和IL-10水平升高作为COVID-19肺炎的预后生物标志物:墨西哥患者的一项比较研究
Healthcare (Basel). 2025 May 26;13(11):1245. doi: 10.3390/healthcare13111245.
7
Why should lymphocytes immune profile matter in sepsis?为什么淋巴细胞免疫谱在脓毒症中很重要?
World J Crit Care Med. 2025 Jun 9;14(2):98791. doi: 10.5492/wjccm.v14.i2.98791.
8
Role of Procalcitonin as a Prognostic Biomarker in Hospitalized COVID-19 Patients: A Comparative Analysis.降钙素原作为住院COVID-19患者预后生物标志物的作用:一项比较分析。
Biomark Insights. 2025 May 15;20:11772719241296624. doi: 10.1177/11772719241296624. eCollection 2025.
9
Differences in the inflammatory response and outcome among hospitalized patients during different waves of the COVID-19 pandemic.新冠疫情不同波次期间住院患者炎症反应及预后的差异。
Front Immunol. 2025 Mar 27;16:1545181. doi: 10.3389/fimmu.2025.1545181. eCollection 2025.
10
Efficacy of monocyte distribution width in predicting critical illness in patients with COVID-19 pneumonia: a retrospective cohort study.单核细胞分布宽度在预测新型冠状病毒肺炎患者危重症中的效能:一项回顾性队列研究
BMC Infect Dis. 2025 Mar 24;25(1):400. doi: 10.1186/s12879-024-10391-3.
Extracorporeal membrane oxygenation for severe acute respiratory distress syndrome associated with COVID-19: a retrospective cohort study.
体外膜肺氧合治疗 COVID-19 相关严重急性呼吸窘迫综合征的回顾性队列研究。
Lancet Respir Med. 2020 Nov;8(11):1121-1131. doi: 10.1016/S2213-2600(20)30328-3. Epub 2020 Aug 13.
4
Laboratory features of severe vs. non-severe COVID-19 patients in Asian populations: a systematic review and meta-analysis.亚洲人群中重症与非重症 COVID-19 患者的实验室特征:系统评价和荟萃分析。
Eur J Med Res. 2020 Aug 3;25(1):30. doi: 10.1186/s40001-020-00432-3.
5
The characteristics and outcomes of 681 severe cases with COVID-19 in China.中国 681 例 COVID-19 重症病例的特征和结局。
J Crit Care. 2020 Dec;60:32-37. doi: 10.1016/j.jcrc.2020.07.003. Epub 2020 Jul 8.
6
High neutrophil-to-lymphocyte ratio associated with progression to critical illness in older patients with COVID-19: a multicenter retrospective study.高中性粒细胞与淋巴细胞比值与老年COVID-19患者发展为危重症相关:一项多中心回顾性研究。
Aging (Albany NY). 2020 Jul 30;12(14):13849-13859. doi: 10.18632/aging.103582.
7
Clinical features, ventilatory management, and outcome of ARDS caused by COVID-19 are similar to other causes of ARDS.COVID-19 引起的 ARDS 的临床特征、通气管理和预后与其他原因引起的 ARDS 相似。
Intensive Care Med. 2020 Dec;46(12):2200-2211. doi: 10.1007/s00134-020-06192-2. Epub 2020 Jul 29.
8
Clinical Profiles, Characteristics, and Outcomes of the First 100 Admitted COVID-19 Patients in Pakistan: A Single-Center Retrospective Study in a Tertiary Care Hospital of Karachi.巴基斯坦首批100例新冠肺炎确诊住院患者的临床特征、特点及转归:卡拉奇一家三级护理医院的单中心回顾性研究
Cureus. 2020 Jun 20;12(6):e8712. doi: 10.7759/cureus.8712.
9
Can the neutrophil/lymphocyte ratio (NLR) have a role in the diagnosis of coronavirus 2019 disease (COVID-19)?中性粒细胞/淋巴细胞比值(NLR)在2019冠状病毒病(COVID-19)的诊断中能发挥作用吗?
Rev Assoc Med Bras (1992). 2020 Jun;66(6):746-751. doi: 10.1590/1806-9282.66.6.746. Epub 2020 Jul 20.
10
Predictive values of blood urea nitrogen/creatinine ratio and other routine blood parameters on disease severity and survival of COVID-19 patients.血尿素氮/肌酐比值和其他常规血液参数对 COVID-19 患者疾病严重程度和生存的预测价值。
J Med Virol. 2021 Feb;93(2):786-793. doi: 10.1002/jmv.26300. Epub 2020 Jul 22.