• 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及血小板比值对脓毒症患者院内死亡率的预测价值

Predictive value of neutrophil-to-lymphocyte and platelet ratio in in-hospital mortality in septic patients.

作者信息

Shi Yiming, Yang Chunhua, Chen Lei, Cheng Min, Xie Wenfeng

机构信息

Intensive Care Unit, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou 510655, PR China.

出版信息

Heliyon. 2022 Nov 16;8(11):e11498. doi: 10.1016/j.heliyon.2022.e11498. eCollection 2022 Nov.

DOI:10.1016/j.heliyon.2022.e11498
PMID:36439769
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9681647/
Abstract

BACKGROUND

Among critically ill patients in the intensive care unit (ICU), sepsis is an urgent global public health problem due to its high incidence, high mortality rate and complex pathogenesis.

OBJECTIVE

This study was to evaluate the predictive value of neutrophil-to-lymphocyte ratio (NLR), and neutrophil-to-lymphocyte and platelet ratio (NLPR) in-hospital mortality in septic patients on days 1, 3 and 5 in ICU.

METHODS

The data of septic patients admitted to the ICU of the Sixth Affiliated Hospital of Sun Yat-sen University from March, 2018 to July, 2019 were collected. NLR and NLPR were calculated and multivariate logistic regression analysis was performed to identify the relationship between them and in-hospital mortality, respectively. Receiver operating characteristic curve (ROC) was used to determine the efficacy and optimal cutoff value of diagnostic tests.

RESULTS

A total of 173 septic patients were included in this analysis, including 108 cases in the survival group and 65 in the death group, with a total mortality rate of 37.6%. A multivariate logistic regression analysis showed that NLR on day 5 was independently correlated with in-hospital mortality rate (OR 1.041, 95% CI: 1.008-1.074), and Day 5 NLPR was also independently associated with in-hospital mortality rate (OR 1.020, 95% CI: 1.001-1.040). The areas under the receiver operating characteristic curve (AUC) of the NLR on days 1 and 3 was 0.513 and 0.542 respectively, and the optimal cutoff value were 23.16 and 15.48, and the AUC of the NLR on day 5 was 0.589, and the best cutoff value was 15.85. The AUC of NLPR on day 1 and 3 was 0.517 and 0.547, respectively, and the optimal cutoff value was 10.25 and 18.47. The AUC of NLPR on day 5 was the largest, 0.654, and the optimal cutoff value was 8.22. After combined NLPR on day 5 with age and sequential organ failure assessment (SOFA) scores, the AUC increase to 0.718. Among the joint predictors, the optimal cutoff value for NLPR on day 5 was 9.31.

CONCLUSION

We found that Day 5 NLPR and NLR were independently correlated with in-hospital mortality. Day 5 NLPR Combined with age and SOFA scores may be help predict mortality in ICU septic hospitalized patients.

摘要

背景

在重症监护病房(ICU)的重症患者中,脓毒症因其高发病率、高死亡率和复杂的发病机制,是一个紧迫的全球公共卫生问题。

目的

本研究旨在评估中性粒细胞与淋巴细胞比值(NLR)以及中性粒细胞与淋巴细胞和血小板比值(NLPR)对ICU中脓毒症患者第1、3和5天院内死亡率的预测价值。

方法

收集2018年3月至2019年7月在中山大学附属第六医院ICU住院的脓毒症患者的数据。计算NLR和NLPR,并分别进行多因素逻辑回归分析以确定它们与院内死亡率之间的关系。采用受试者工作特征曲线(ROC)来确定诊断试验的效能和最佳截断值。

结果

本分析共纳入173例脓毒症患者,其中存活组108例,死亡组65例,总死亡率为37.6%。多因素逻辑回归分析显示,第5天的NLR与院内死亡率独立相关(OR 1.041,95%CI:1.008 - 1.074),第5天的NLPR也与院内死亡率独立相关(OR 1.020,95%CI:1.001 - 1.040)。第1天和第3天NLR的受试者工作特征曲线(AUC)下面积分别为0.513和0.542,最佳截断值分别为23.16和15.48,第5天NLR的AUC为0.589,最佳截断值为15.85。第1天和第3天NLPR的AUC分别为0.517和0.547,最佳截断值为10.25和18.47。第5天NLPR的AUC最大,为0.654,最佳截断值为8.22。将第5天的NLPR与年龄和序贯器官衰竭评估(SOFA)评分联合后,AUC增至0.718。在联合预测指标中,第5天NLPR的最佳截断值为9.31。

结论

我们发现第5天的NLPR和NLR与院内死亡率独立相关。第5天的NLPR联合年龄和SOFA评分可能有助于预测ICU脓毒症住院患者的死亡率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e55d/9681647/a14bb37f9487/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e55d/9681647/0f268c195295/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e55d/9681647/a14bb37f9487/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e55d/9681647/0f268c195295/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e55d/9681647/a14bb37f9487/gr2.jpg

相似文献

1
Predictive value of neutrophil-to-lymphocyte and platelet ratio in in-hospital mortality in septic patients.中性粒细胞与淋巴细胞比值及血小板比值对脓毒症患者院内死亡率的预测价值
Heliyon. 2022 Nov 16;8(11):e11498. doi: 10.1016/j.heliyon.2022.e11498. eCollection 2022 Nov.
2
The systemic inflammation indexes after admission predict in-hospital mortality in patients with extensive burns.入院后全身炎症指标预测大面积烧伤患者的院内死亡率。
Burns. 2024 May;50(4):980-990. doi: 10.1016/j.burns.2024.01.020. Epub 2024 Jan 20.
3
[Combined prognostic value of serum lactic acid, procalcitonin and severity score for short-term prognosis of septic shock patients].[血清乳酸、降钙素原及严重程度评分对脓毒症休克患者短期预后的联合预测价值]
Zhonghua Wei Zhong Bing Ji Jiu Yi Xue. 2021 Mar;33(3):281-285. doi: 10.3760/cma.j.cn121430-20201113-00715.
4
Immune cell composition and its impact on prognosis in children with sepsis.免疫细胞组成及其对脓毒症患儿预后的影响。
BMC Pediatr. 2024 Sep 28;24(1):611. doi: 10.1186/s12887-024-05087-1.
5
Urinary neutrophil gelatinase-associated lipocalin was a predictor from the day after intensive care unit entry, but not on the day of intensive care unit entry.尿中性粒细胞明胶酶相关脂质运载蛋白在进入重症监护病房的第二天即可作为预测指标,但在进入重症监护病房的当天则不行。
Clin Chim Acta. 2021 Jun;517:117-121. doi: 10.1016/j.cca.2021.02.017. Epub 2021 Mar 2.
6
The prognostic value of the combined neutrophil-to-lymphocyte ratio (NLR) and neutrophil-to-platelet ratio (NPR) in sepsis.中性粒细胞与淋巴细胞比值(NLR)和中性粒细胞与血小板比值(NPR)联合在脓毒症中的预后价值。
Sci Rep. 2024 Jul 2;14(1):15075. doi: 10.1038/s41598-024-64469-8.
7
The Role of Different Systemic Inflammatory Indexes Derived from Complete Blood Count in Differentiating Acute from Chronic Calculus Cholecystitis and Predicting Its Severity.全血细胞计数衍生的不同全身炎症指标在鉴别急性与慢性结石性胆囊炎及预测其严重程度中的作用
J Inflamm Res. 2024 Apr 3;17:2051-2062. doi: 10.2147/JIR.S453146. eCollection 2024.
8
[Effect of hypophosphatemia on the prognosis of critically ill patients].[低磷血症对危重症患者预后的影响]
Zhonghua Wei Zhong Bing Ji Jiu Yi Xue. 2022 Aug;34(8):858-862. doi: 10.3760/cma.j.cn121430-20220601-00547.
9
[Clinical value of neutrophil/lymphocyte ratio in early prediction of the incidence of organ dysfunction and 28-day mortality in patients with sepsis].中性粒细胞/淋巴细胞比值在脓毒症患者器官功能障碍发生率及28天死亡率早期预测中的临床价值
Zhonghua Wei Zhong Bing Ji Jiu Yi Xue. 2021 Jun;33(6):665-670. doi: 10.3760/cma.j.cn121430-20210325-00437.
10
[Value of neutrophil to lymphocytes and platelets ratio for predicting 28-day mortality in sepsis patients].[中性粒细胞与淋巴细胞及血小板比值对预测脓毒症患者28天死亡率的价值]
Zhonghua Wei Zhong Bing Ji Jiu Yi Xue. 2021 Jan;33(1):33-37. doi: 10.3760/cma.j.cn121430-20200727-00545.

引用本文的文献

1
The predictive role of inflammation indices derived from complete blood count in severe COVID-19 patients: a study from the United Arab Emirates.全血细胞计数衍生的炎症指标在重症新型冠状病毒肺炎患者中的预测作用:来自阿拉伯联合酋长国的一项研究
Front Med (Lausanne). 2025 May 14;12:1565616. doi: 10.3389/fmed.2025.1565616. eCollection 2025.
2
Evaluation of Novel Combined CBC-Derived Systemic Inflammatory Ratios and Their Dynamic Changes as ICU Mortality Predictors, a Retrospective Cohort.评估新型全血细胞计数衍生的全身炎症比值及其动态变化作为重症监护病房死亡率预测指标:一项回顾性队列研究
Health Sci Rep. 2025 Mar 5;8(3):e70441. doi: 10.1002/hsr2.70441. eCollection 2025 Mar.
3

本文引用的文献

1
Association between neutrophil-to-lymphocyte ratio in the first seven days of sepsis and mortality.脓毒症发病后七天内的中性粒细胞与淋巴细胞比值与死亡率的关系。
Enferm Infecc Microbiol Clin (Engl Ed). 2022 May;40(5):235-240. doi: 10.1016/j.eimce.2020.11.022.
2
Risk factor analysis and nomogram for predicting in-hospital mortality in ICU patients with sepsis and lung infection.预测脓毒症合并肺部感染ICU患者院内死亡率的危险因素分析及列线图
BMC Pulm Med. 2022 Jan 7;22(1):17. doi: 10.1186/s12890-021-01809-8.
3
Evaluation of N/LP Ratio as a Predictor of Disease Progression and Mortality in COVID-19 Patients Admitted to the Intensive Care Unit.
Comparison between traditional logistic regression and machine learning for predicting mortality in adult sepsis patients.
传统逻辑回归与机器学习在预测成年脓毒症患者死亡率方面的比较。
Front Med (Lausanne). 2025 Jan 6;11:1496869. doi: 10.3389/fmed.2024.1496869. eCollection 2024.
4
A practical approach to febrile cancer patients:  Diagnostic stewardship in Oncology units.发热癌症患者的实用处理方法:肿瘤科室的诊断管理
F1000Res. 2024 Oct 16;13:997. doi: 10.12688/f1000research.154812.2. eCollection 2024.
5
Predictive Value of Neutrophil-Lymphocyte Ratio and Other Inflammation Indices in Febrile Seizures in Children.中性粒细胞与淋巴细胞比值及其他炎症指标对小儿热性惊厥的预测价值
J Clin Med. 2024 Sep 9;13(17):5330. doi: 10.3390/jcm13175330.
6
The neutrophil-to-lymphocyte ratio levels over time correlate to all-cause hospital mortality in sepsis.随着时间推移,中性粒细胞与淋巴细胞比值水平与脓毒症患者的全因住院死亡率相关。
Heliyon. 2024 Aug 13;10(16):e36195. doi: 10.1016/j.heliyon.2024.e36195. eCollection 2024 Aug 30.
7
U-shaped correlation of lymphocyte count with all-cause hospital mortality in sepsis and septic shock patients: a MIMIC-IV and eICU-CRD database study.脓毒症和脓毒性休克患者淋巴细胞计数与全因医院死亡率的U型相关性:一项MIMIC-IV和eICU-CRD数据库研究
Int J Emerg Med. 2024 Aug 26;17(1):101. doi: 10.1186/s12245-024-00682-6.
8
Neutrophil-to-lymphocyte ratio, monocyte-to-lymphocyte ratio, platelet-to-lymphocyte ratio associated with 28-day all-cause mortality in septic patients with coronary artery disease: a retrospective analysis of MIMIC-IV database.中性粒细胞与淋巴细胞比值、单核细胞与淋巴细胞比值、血小板与淋巴细胞比值与伴有冠状动脉疾病的脓毒症患者 28 天全因死亡率相关:MIMIC-IV 数据库的回顾性分析。
BMC Infect Dis. 2024 Jul 29;24(1):749. doi: 10.1186/s12879-024-09516-5.
9
Diagnostic accuracy of neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio, and neutrophil-lymphocyte-to-platelet ratio biomarkers in predicting bacteremia and sepsis in immunosuppressive patients with cancer: literature review.中性粒细胞与淋巴细胞比值、血小板与淋巴细胞比值及中性粒细胞 - 淋巴细胞与血小板比值生物标志物在预测癌症免疫抑制患者菌血症和脓毒症中的诊断准确性:文献综述
Porto Biomed J. 2024 Jun 4;9(3):254. doi: 10.1097/j.pbj.0000000000000254. eCollection 2024 May-Jun.
10
Nutritional State, Immunological and Biochemical Parameters, and Mortality in the ICU: An Analytical Study.重症监护病房中的营养状况、免疫和生化参数与死亡率:一项分析研究。
J Clin Med. 2023 Jun 21;12(13):4177. doi: 10.3390/jcm12134177.
评估N/LP比值作为重症监护病房收治的COVID-19患者疾病进展和死亡率预测指标的研究
Medeni Med J. 2021;36(3):241-248. doi: 10.5222/MMJ.2021.95676. Epub 2021 Sep 30.
4
Thrombocytopenia and platelet count recovery in patients with sepsis-3: a retrospective observational study.脓毒症3.0患者的血小板减少症及血小板计数恢复:一项回顾性观察研究
Platelets. 2022 May 19;33(4):612-620. doi: 10.1080/09537104.2021.1970124. Epub 2021 Aug 27.
5
Diagnostic Accuracy and Prognostic Value of Neutrophil-to-Lymphocyte and Platelet-to-Lymphocyte Ratios in Septic Patients outside the Intensive Care Unit.非重症监护病房脓毒症患者中性粒细胞与淋巴细胞比值和血小板与淋巴细胞比值的诊断准确性和预后价值。
Medicina (Kaunas). 2021 Aug 7;57(8):811. doi: 10.3390/medicina57080811.
6
Circulating Regulatory T Cells Expressing Tumor Necrosis Factor Receptor Type 2 Contribute to Sepsis-Induced Immunosuppression in Patients During Septic Shock.表达肿瘤坏死因子受体2型的循环调节性T细胞在感染性休克患者中导致脓毒症诱导的免疫抑制。
J Infect Dis. 2021 Dec 15;224(12):2160-2169. doi: 10.1093/infdis/jiab276.
7
Effects of Neutrophil-to-Lymphocyte Ratio Combined With Interleukin-6 in Predicting 28-Day Mortality in Patients With Sepsis.中性粒细胞与淋巴细胞比值联合白细胞介素-6预测脓毒症患者 28 天病死率的效果。
Front Immunol. 2021 Mar 16;12:639735. doi: 10.3389/fimmu.2021.639735. eCollection 2021.
8
Late Mortality Prediction of Neutrophil-to-Lymphocyte and Platelet Ratio in Patients With Trauma Who Underwent Emergency Surgery: A Retrospective Study.急诊手术后创伤患者中性粒细胞与淋巴细胞比值及血小板比值的晚期死亡率预测:一项回顾性研究
J Surg Res. 2021 Nov;267:755-761. doi: 10.1016/j.jss.2020.11.088. Epub 2021 Feb 11.
9
The association between neutrophil-to-lymphocyte count ratio and mortality in septic patients: a retrospective analysis of the MIMIC-III database.脓毒症患者中性粒细胞与淋巴细胞计数比值与死亡率的关系:对MIMIC-III数据库的回顾性分析
J Thorac Dis. 2020 May;12(5):1843-1855. doi: 10.21037/jtd-20-1169.
10
Ethyl pyruvate protects against sepsis-associated encephalopathy through inhibiting the NLRP3 inflammasome.丙酮酸乙酯通过抑制 NLRP3 炎性小体来预防脓毒症相关性脑病。
Mol Med. 2020 Jun 9;26(1):55. doi: 10.1186/s10020-020-00181-3.