Correlation between the neutrophil-to-lymphocyte ratio and the 90-day all-cause mortality in patients with acute respiratory failure: a retrospective analysis based on the MIMIC-IV Database.

Aijuan Shen, Feng Zhang, Jian Hu, Yongzhi Feng, Wenyu Chen
Author Information
  1. Aijuan Shen: Department of Respiratory Medicine, Jiaxing Hospital of Traditional Chinese Medicine, Jiaxing, 314001, Zhejiang, China.
  2. Feng Zhang: Department of Respiratory Medicine, Jiaxing Hospital of Traditional Chinese Medicine, Jiaxing, 314001, Zhejiang, China.
  3. Jian Hu: Department of Respiratory Medicine, Jiaxing Hospital of Traditional Chinese Medicine, Jiaxing, 314001, Zhejiang, China.
  4. Yongzhi Feng: Department of Respiration, The Affiliated Hospital of Jiaxing University, No. 1882 Zhonghuan South Road, Jiaxing, 314000, Zhejiang, China. 15990311808@163.com.
  5. Wenyu Chen: Department of Respiration, The Affiliated Hospital of Jiaxing University, No. 1882 Zhonghuan South Road, Jiaxing, 314000, Zhejiang, China. 00135116@zjxu.edu.cn. ORCID

Abstract

INTRODUCTION: This study aims to examine the impact of the neutrophil-to-lymphocyte ratio (NLR) on 90-day all-cause mortality in individuals suffering from acute respiratory failure (ARF).
METHODS: Retrospectively including ARF patients from the MIMIC IV database, we classified them into the survivor and non-survivor cohorts according to their 90-day all-cause mortality rate. Demographic information, comorbidity, laboratory parameters, and other indices were collected.
RESULTS: A total of 3941 patients aged 65.0 years were enrolled in this. Multivariate COX regression analysis identified age(HR = 1.034, 95%CI:1.025-1.042,P < 0.001), history of chronic obstructive pulmonary disease(HR = 1.406, 95%CI:1.051-1.879,P = 0.022), history of hypertension(HR = 1.287, 95%CI:1.021-1.622,P = 0.032), history of type 2 diabetes mellitus(HR = 1.389, 95%CI:1.073-1.798,P = 0.013),history of coronary heart disease(HR = 2.138, 95%CI:1.639-2.788,P < 0.001), respiratory rate(HR = 1.043, 95%CI:1.026-1.01,P < 0.001), platelets (HR = 0.998, 95%CI: 0.997-0.999,P = 0.001), hemoglobin(HR = 0.859, 95%CI:0.820-0.901,P < 0.001), serum sodium (HR = 0.959, 95%CI:=0.041) and NLR(Q4, in comparison to Q1, HR = 1.627, 95%CI:1.167-2.268,P = 0.004) as independent predictors of the 90-day all-cause mortality rate. The relationship between NLR and mortality was observed to be non-linear(P-non-linear = 0.008) based on RCS curve analysis, with a threshold value of 12.8. A high NLR above this threshold was significantly associated with increased 90-day mortality rate after adjustment for covariates(HR = 1.535, 95%CI:1.196-1.968,P < 0.001).
CONCLUSION: The role of NLR as a risk factor in predicting 90-day all-cause mortality in ARF patients highlights its potential clinical usefulness in assessing patient prognosis.

Keywords

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Grants

  1. 2023-SSGJ-002/Key Construction Disciplines of Provincial and Municipal Co construction of Zhejiang
  2. 2023-SSGJ-002/Key Construction Disciplines of Provincial and Municipal Co construction of Zhejiang

MeSH Term

Humans
Retrospective Studies
Male
Neutrophils
Female
Aged
Lymphocytes
Time Factors
Risk Factors
Lymphocyte Count
Respiratory Insufficiency
Databases, Factual
Risk Assessment
Cause of Death
Middle Aged
Prognosis
Predictive Value of Tests
Acute Disease
China

Word Cloud

Created with Highcharts 10.0.095%CI:1mortalityHR = 1NLR90-day001all-causeP < 0P = 0respiratorypatientsratehistoryratioARFanalysisHR = 0neutrophil-to-lymphocyteacutefailure0regressiondiseasebasedthresholdINTRODUCTION:studyaimsexamineimpactindividualssufferingMETHODS:RetrospectivelyincludingMIMICIVdatabaseclassifiedsurvivornon-survivorcohortsaccordingDemographicinformationcomorbiditylaboratoryparametersindicescollectedRESULTS:total3941aged65yearsenrolledMultivariateCOXidentifiedage034025-1042chronicobstructivepulmonary406051-1879022hypertension287021-1622032type2diabetesmellitus389073-1798013coronaryheartHR = 2138639-2788043026-101platelets99895%CI:997-0999hemoglobin85995%CI:0820-0901serumsodium95995%CI:=0041Q4comparisonQ1627167-2268004independentpredictorsrelationshipobservednon-linearP-non-linear = 0008RCScurvevalue128highsignificantlyassociatedincreasedadjustmentcovariates535196-1968CONCLUSION:roleriskfactorpredictinghighlightspotentialclinicalusefulnessassessingpatientprognosisCorrelationfailure:retrospectiveMIMIC-IVDatabaseAcuteCoxMortalityNeutrophil-lymphocyte

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