• 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预测 COVID-19 严重程度的价值:一项荟萃分析。

Value of the Neutrophil-Lymphocyte Ratio in Predicting COVID-19 Severity: A Meta-analysis.

机构信息

Department of Pharmacy, The Affiliated Hospital of Chengde Medical College, Chengde 067000, China.

Department of Functional Center, Chengde Medical College, Chengde 067000, China.

出版信息

Dis Markers. 2021 Oct 8;2021:2571912. doi: 10.1155/2021/2571912. eCollection 2021.

DOI:10.1155/2021/2571912
PMID:34650648
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8510823/
Abstract

BACKGROUND

Coronavirus disease 2019 (COVID-19) is highly contagious and continues to spread rapidly. However, there are no simple and timely laboratory techniques to determine the severity of COVID-19. In this meta-analysis, we assessed the potential of the neutrophil-lymphocyte ratio (NLR) as an indicator of severe versus nonsevere COVID-19 cases.

METHODS

A search for studies on the NLR in severe and nonsevere COVID-19 cases published from January 1, 2020, to July 1, 2021, was conducted on the PubMed, EMBASE, and Cochrane Library databases. The pooled sensitivity, specificity, positive likelihood ratio, negative likelihood ratio, diagnostic odds ratio (DOR), and area under the curve (AUC) analyses were done on Stata 14.0 and Meta-disc 1.4 to assess the performance of the NLR.

RESULTS

Thirty studies, including 5570 patients, were analyzed. Of these, 1603 and 3967 patients had severe and nonsevere COVID-19, respectively. The overall sensitivity and specificity were 0.82 (95% confidence interval (CI), 0.77-0.87) and 0.77 (95% CI, 0.70-0.83), respectively; positive and negative correlation ratios were 3.6 (95% CI, 2.7-4.7) and 0.23 (95% CI, 0.17-0.30), respectively; DOR was 16 (95% CI, 10-24), and the AUC was 0.87 (95% CI, 0.84-0.90).

CONCLUSION

The NLR could accurately determine the severity of COVID-19 and can be used to identify patients with severe disease to guide clinical decision-making.

摘要

背景

2019 年冠状病毒病(COVID-19)具有高度传染性,且仍在迅速传播。然而,目前尚无简单且及时的实验室技术来确定 COVID-19 的严重程度。在本荟萃分析中,我们评估了中性粒细胞与淋巴细胞比值(NLR)作为区分 COVID-19 重症与非重症病例的指标的潜力。

方法

我们在 PubMed、EMBASE 和 Cochrane 图书馆数据库中对 2020 年 1 月 1 日至 2021 年 7 月 1 日期间发表的关于 NLR 在 COVID-19 重症与非重症病例中的研究进行了检索。我们使用 Stata 14.0 和 Meta-disc 1.4 进行汇总敏感性、特异性、阳性似然比、阴性似然比、诊断比值比(DOR)和曲线下面积(AUC)分析,以评估 NLR 的性能。

结果

共分析了 30 项研究,共纳入 5570 例患者。其中,1603 例和 3967 例患者患有 COVID-19 重症和非重症。总体敏感性和特异性分别为 0.82(95%置信区间[CI],0.77-0.87)和 0.77(95%CI,0.70-0.83),阳性和阴性似然比分别为 3.6(95%CI,2.7-4.7)和 0.23(95%CI,0.17-0.30),DOR 为 16(95%CI,10-24),AUC 为 0.87(95%CI,0.84-0.90)。

结论

NLR 可准确判断 COVID-19 的严重程度,可用于识别重症患者,指导临床决策。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/32bf/8510823/2408d4fd7db8/DM2021-2571912.008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/32bf/8510823/fd0f84f55ffd/DM2021-2571912.001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/32bf/8510823/9426cfdc882e/DM2021-2571912.002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/32bf/8510823/684608cbcb2f/DM2021-2571912.003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/32bf/8510823/8ca307c6077f/DM2021-2571912.004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/32bf/8510823/4241310793ad/DM2021-2571912.005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/32bf/8510823/2bbf13c5db89/DM2021-2571912.006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/32bf/8510823/fbe5c0e47eb0/DM2021-2571912.007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/32bf/8510823/2408d4fd7db8/DM2021-2571912.008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/32bf/8510823/fd0f84f55ffd/DM2021-2571912.001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/32bf/8510823/9426cfdc882e/DM2021-2571912.002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/32bf/8510823/684608cbcb2f/DM2021-2571912.003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/32bf/8510823/8ca307c6077f/DM2021-2571912.004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/32bf/8510823/4241310793ad/DM2021-2571912.005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/32bf/8510823/2bbf13c5db89/DM2021-2571912.006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/32bf/8510823/fbe5c0e47eb0/DM2021-2571912.007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/32bf/8510823/2408d4fd7db8/DM2021-2571912.008.jpg

相似文献

1
Value of the Neutrophil-Lymphocyte Ratio in Predicting COVID-19 Severity: A Meta-analysis.中性粒细胞与淋巴细胞比值预测 COVID-19 严重程度的价值:一项荟萃分析。
Dis Markers. 2021 Oct 8;2021:2571912. doi: 10.1155/2021/2571912. eCollection 2021.
2
Diagnostic Value of Neutrophil-Lymphocyte Ratio for Predicting the Severity of Acute Pancreatitis: A Meta-Analysis.中性粒细胞与淋巴细胞比值对预测急性胰腺炎严重程度的诊断价值:一项荟萃分析。
Dis Markers. 2020 Apr 27;2020:9731854. doi: 10.1155/2020/9731854. eCollection 2020.
3
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.
4
A meta-analysis of SARS-CoV-2 patients identifies the combinatorial significance of D-dimer, C-reactive protein, lymphocyte, and neutrophil values as a predictor of disease severity.一项关于 SARS-CoV-2 患者的荟萃分析确定了 D-二聚体、C 反应蛋白、淋巴细胞和中性粒细胞值的组合意义,作为疾病严重程度的预测指标。
Int J Lab Hematol. 2021 Apr;43(2):324-328. doi: 10.1111/ijlh.13354. Epub 2020 Oct 3.
5
Neutrophil-to-lymphocyte ratio, a critical predictor for assessment of disease severity in patients with COVID-19.中性粒细胞与淋巴细胞比值,新冠肺炎患者疾病严重程度评估的关键预测指标。
Int J Lab Hematol. 2021 Apr;43(2):329-335. doi: 10.1111/ijlh.13374. Epub 2020 Oct 25.
6
The neutrophil to lymphocyte ratio is an independent predictor for severe COVID-19 : Evidence from a multicenter case-control study and meta-analyses.中性粒细胞与淋巴细胞比值是重症新型冠状病毒肺炎的独立预测指标:一项多中心病例对照研究及荟萃分析的证据
Wien Klin Wochenschr. 2021 Sep;133(17-18):882-891. doi: 10.1007/s00508-021-01917-9. Epub 2021 Aug 3.
7
The use of neutrophil-to-lymphocyte ratio (NLR) as a marker for COVID-19 infection in Saudi Arabia: A case-control retrospective multicenter study.中性粒细胞与淋巴细胞比值(NLR)作为沙特阿拉伯COVID-19感染标志物的应用:一项病例对照回顾性多中心研究。
Saudi Med J. 2021 Apr;42(4):370-376. doi: 10.15537/smj.2021.42.4.20200818.
8
Utility of the neutrophil-to-lymphocyte ratio and C-reactive protein level for coronavirus disease 2019 (COVID-19).中性粒细胞与淋巴细胞比值和 C 反应蛋白水平对 2019 冠状病毒病(COVID-19)的应用价值。
Scand J Clin Lab Invest. 2020 Nov;80(7):536-540. doi: 10.1080/00365513.2020.1803587. Epub 2020 Aug 17.
9
Assessing the Diagnostic Values of the Neutrophil-to-Lymphocyte Ratio (NLR) and Systematic Immunoinflammatory Index (SII) as Biomarkers in Predicting COVID-19 Severity: A Multicentre Comparative Study.评估中性粒细胞与淋巴细胞比值(NLR)和全身免疫炎症指数(SII)作为预测COVID-19严重程度生物标志物的诊断价值:一项多中心比较研究。
Medicina (Kaunas). 2024 Apr 5;60(4):602. doi: 10.3390/medicina60040602.
10
[An increased neutrophil/lymphocyte ratio is an early warning signal of severe COVID-19].中性粒细胞/淋巴细胞比值升高是重症新型冠状病毒肺炎的早期预警信号。
Nan Fang Yi Ke Da Xue Xue Bao. 2020 Mar 30;40(3):333-336. doi: 10.12122/j.issn.1673-4254.2020.03.06.

引用本文的文献

1
Factors Associated with Prolonged Mechanical Ventilation and 30-Day Mortality in Intubated COVID-19 Patients with Invasive Fungal Infections: A Retrospective Observational Study.插管的新冠肺炎合并侵袭性真菌感染患者机械通气时间延长及30天死亡率的相关因素:一项回顾性观察研究
Trop Med Infect Dis. 2025 May 6;10(5):124. doi: 10.3390/tropicalmed10050124.
2
Uncomplicated SARS-CoV-2 Infections with Preserved Lung Function in Pediatric Patients with Cystic Fibrosis: A Three-Year Single-Centre Experience.囊性纤维化患儿中肺功能正常的单纯性新型冠状病毒感染:一项为期三年的单中心经验
J Clin Med. 2025 Apr 25;14(9):2979. doi: 10.3390/jcm14092979.
3

本文引用的文献

1
Predictive Significance of the Prognostic Nutritional Index (PNI) in Patients with Severe COVID-19.预后营养指数(PNI)对重症 COVID-19 患者的预测意义。
J Immunol Res. 2021 Jul 9;2021:9917302. doi: 10.1155/2021/9917302. eCollection 2021.
2
Comparison of hemoglobin level and neutrophil to lymphocyte ratio as prognostic markers in patients with COVID-19.比较血红蛋白水平和中性粒细胞与淋巴细胞比值作为 COVID-19 患者的预后标志物。
J Int Med Res. 2021 Jul;49(7):3000605211030124. doi: 10.1177/03000605211030124.
3
Lymphocyte-monocyte-neutrophil index: a predictor of severity of coronavirus disease 2019 patients produced by sparse principal component analysis.
A Practical Format to Organize Cancer Constellations Using Innate Immune System Biomarkers: Implications for Early Diagnosis and Prognostication.
一种利用先天免疫系统生物标志物组织癌症群组的实用形式:对早期诊断和预后的意义。
Int J Transl Med (Basel). 2024 Dec 6;4(4):726-739. doi: 10.3390/ijtm4040050.
4
Algorithms for predicting COVID outcome using ready-to-use laboratorial and clinical data.使用即用型实验室和临床数据预测 COVID 结局的算法。
Front Public Health. 2024 May 14;12:1347334. doi: 10.3389/fpubh.2024.1347334. eCollection 2024.
5
Assessing the Diagnostic Values of the Neutrophil-to-Lymphocyte Ratio (NLR) and Systematic Immunoinflammatory Index (SII) as Biomarkers in Predicting COVID-19 Severity: A Multicentre Comparative Study.评估中性粒细胞与淋巴细胞比值(NLR)和全身免疫炎症指数(SII)作为预测COVID-19严重程度生物标志物的诊断价值:一项多中心比较研究。
Medicina (Kaunas). 2024 Apr 5;60(4):602. doi: 10.3390/medicina60040602.
6
Prognostic Significance of NLR and PLR in COVID-19: A Multi-Cohort Validation Study.中性粒细胞与淋巴细胞比值和血小板与淋巴细胞比值在新型冠状病毒肺炎中的预后意义:一项多队列验证研究
Infect Dis Ther. 2024 May;13(5):1147-1157. doi: 10.1007/s40121-024-00967-6. Epub 2024 Apr 21.
7
Assessing the Association between Biomarkers and COVID-19 Mortality Using the Joint Modelling Approach.使用联合建模方法评估生物标志物与COVID-19死亡率之间的关联。
Life (Basel). 2024 Mar 6;14(3):343. doi: 10.3390/life14030343.
8
Haematological sequelae in the post-acute phase of symptomatic SARS-CoV-2 infection.症状性 SARS-CoV-2 感染后急性阶段的血液学后遗症。
Intern Emerg Med. 2024 Jan;19(1):125-133. doi: 10.1007/s11739-023-03459-6. Epub 2023 Nov 24.
9
Developing a COVID-19 Mortality Prediction (CoMPred) Indicator for ICU Diabetic Patients Treated with Tocilizumab in Saudi Arabia: A Proof-of-Concept Study.为沙特阿拉伯接受托珠单抗治疗的重症监护病房糖尿病患者开发COVID-19死亡率预测(CoMPred)指标:一项概念验证研究。
Biomedicines. 2023 Sep 27;11(10):2649. doi: 10.3390/biomedicines11102649.
10
HCG18, LEF1AS1 and lncCEACAM21 as biomarkers of disease severity in the peripheral blood mononuclear cells of COVID-19 patients.HCG18、LEF1AS1 和 lncCEACAM21 作为 COVID-19 患者外周血单个核细胞疾病严重程度的生物标志物。
J Transl Med. 2023 Oct 26;21(1):758. doi: 10.1186/s12967-023-04497-6.
淋巴细胞-单核细胞-中性粒细胞指数:稀疏主成分分析预测 2019 年冠状病毒病患者严重程度的指标。
Virol J. 2021 Jun 4;18(1):115. doi: 10.1186/s12985-021-01561-9.
4
Neutrophil-to-lymphocyte ratio as a predictive marker for severe pediatric sepsis.中性粒细胞与淋巴细胞比值作为儿童严重脓毒症的预测指标
Transl Pediatr. 2021 Mar;10(3):657-665. doi: 10.21037/tp-21-47.
5
The use of neutrophil-to-lymphocyte ratio (NLR) as a marker for COVID-19 infection in Saudi Arabia: A case-control retrospective multicenter study.中性粒细胞与淋巴细胞比值(NLR)作为沙特阿拉伯COVID-19感染标志物的应用:一项病例对照回顾性多中心研究。
Saudi Med J. 2021 Apr;42(4):370-376. doi: 10.15537/smj.2021.42.4.20200818.
6
Relationship between changes in the course of COVID-19 and ratio of neutrophils-to-lymphocytes and related parameters in patients with severe . common disease.严重普通疾病患者中性粒细胞与淋巴细胞比值及相关参数变化与 COVID-19 病程的关系。
Epidemiol Infect. 2021 Mar 29;149:e81. doi: 10.1017/S0950268821000674.
7
Neutrophil-to-Lymphocyte Ratio, derived Neutrophil-to-Lymphocyte Ratio, Platelet-to-Lymphocyte Ratio and Lymphocyte-to-Monocyte Ratio as risk factors in critically ill COVID-19 patients, a single centered study.中性粒细胞与淋巴细胞比值、衍生中性粒细胞与淋巴细胞比值、血小板与淋巴细胞比值和淋巴细胞与单核细胞比值作为危重症 COVID-19 患者的危险因素:一项单中心研究。
J Ayub Med Coll Abbottabad. 2020 Oct-Dec;32(Suppl 1)(4):S595-S601.
8
Which hematological markers have predictive value as early indicators of severe COVID-19 cases in the emergency department?哪些血液学标志物具有作为急诊科严重 COVID-19 病例的早期指标的预测价值?
Turk J Med Sci. 2021 Dec 13;51(6):2810-2821. doi: 10.3906/sag-2008-6.
9
Circulating cell-free DNA, peripheral lymphocyte subsets alterations and neutrophil lymphocyte ratio in assessment of COVID-19 severity.循环无细胞 DNA、外周血淋巴细胞亚群改变和中性粒细胞与淋巴细胞比值在评估 COVID-19 严重程度中的作用。
Innate Immun. 2021 Apr;27(3):240-250. doi: 10.1177/1753425921995577. Epub 2021 Mar 1.
10
Interpretation of Hematological, Biochemical, and Immunological Findings of COVID-19 Disease: Biomarkers Associated with Severity and Mortality.新型冠状病毒肺炎的血液学、生物化学和免疫学检查结果解读:与严重程度和死亡率相关的生物标志物
Iran J Allergy Asthma Immunol. 2021 Feb 11;20(1):46-66. doi: 10.18502/ijaai.v20i1.5412.