» Articles » PMID: 34722578

Efficiency of Monocyte/High-Density Lipoprotein Cholesterol Ratio Combined With Neutrophil/Lymphocyte Ratio in Predicting 28-Day Mortality in Patients With Sepsis

Overview
Specialty General Medicine
Date 2021 Nov 1
PMID 34722578
Citations 8
Authors
Affiliations
Soon will be listed here.
Abstract

Sepsis can cause unpredictable harm, and early identification of risk for mortality may be conducive to clinical diagnosis. The present study proposes to assess the efficacy of the monocyte/high-density lipoprotein cholesterol ratio (MHR) combined with the neutrophil/lymphocyte ratio (NLR) on the day of admission in predictive efficacy in the 28-day mortality risk in critical patients with sepsis. We administered observational and retrospective cohort research from a single center. The correlation of the clinical variables, together with the system severity scores of APACHE II and SOFA, are displayed by correlation analysis, and a Cox regression model could be performed to screen the independent risk factors and estimate the capacity of multiple markers in predicting 28-day mortality. The receiver operating characteristic (ROC) curve served as an applied method to output cutoff values for the diagnosis and prognostic risk, and the area under the ROC curve and net reclassification improvement index (NRI), as well as integrated discrimination improvement index (IDI) were employed to assess the feasibility of multiple parameters for predictive value in 28-day mortality of septic patients. The study enrolled 274 eligible patients with sepsis. The correlation analysis indicated NLR and MHR were related to the sepsis severity. A multivariate Cox regression analysis indicated that NLR together with MHR displayed a close relation to death rate after adjusting for other potential confounders (NLR, HR = 1.404 [95% CI 1.170-1.684], < 0.001; MHR, HR = 1.217 [95% CI 1.112-1.331], < 0.001). The AUC of NLR, MHR, NLR_MHR was 0.827, 0.876, and 0.934, respectively. The addition on the biomarker NLR_MHR to the prediction model improved IDI by 18.5% and NRI by 37.8%. Our findings suggest that NLR and MHR trend to an elevated level in non-surviving patients with sepsis. Evaluation of NLR_MHR, an independent risk factor for increased mortality, might improve the predictive efficacy for 28-day mortality risk in septic patients.

Citing Articles

Predictive value of the neutrophil-to-lymphocyte ratio in the prognosis and risk of death for adult sepsis patients: a meta-analysis.

Wu H, Cao T, Ji T, Luo Y, Huang J, Ma K Front Immunol. 2024; 15:1336456.

PMID: 38562922 PMC: 10982325. DOI: 10.3389/fimmu.2024.1336456.


Prediction model of death risk in patients with sepsis and screening of biomarkers for prognosis of patients with myocardial injury.

Qian W, Han C, Xie S, Xu S Heliyon. 2024; 10(5):e27209.

PMID: 38449610 PMC: 10915407. DOI: 10.1016/j.heliyon.2024.e27209.


Predicting sepsis in-hospital mortality with machine learning: a multi-center study using clinical and inflammatory biomarkers.

Zhang G, Shao F, Yuan W, Wu J, Qi X, Gao J Eur J Med Res. 2024; 29(1):156.

PMID: 38448999 PMC: 10918942. DOI: 10.1186/s40001-024-01756-0.


Neutrophil-to-high-density-lipoprotein-cholesterol ratio and mortality among patients with hepatocellular carcinoma.

Shi K, Hou J, Zhang Q, Bi Y, Zeng X, Wang X Front Nutr. 2023; 10:1127913.

PMID: 37215223 PMC: 10198653. DOI: 10.3389/fnut.2023.1127913.


Construction of a Prediction Model for the Mortality of Elderly Patients with Diabetic Nephropathy.

Wang L, Lv Y J Healthc Eng. 2022; 2022:5724050.

PMID: 36133909 PMC: 9484980. DOI: 10.1155/2022/5724050.


References
1.
Alkan Ozdemir S, Arun Ozer E, Ilhan O, Sutcuoglu S . Can neutrophil to lymphocyte ratio predict late-onset sepsis in preterm infants?. J Clin Lab Anal. 2017; 32(4):e22338. PMC: 6817131. DOI: 10.1002/jcla.22338. View

2.
Park J . Neutrophil-to-lymphocyte ratio in trauma patients. J Trauma Acute Care Surg. 2016; 82(1):225-226. DOI: 10.1097/TA.0000000000001266. View

3.
Di Meo S, Reed T, Venditti P, Victor V . Role of ROS and RNS Sources in Physiological and Pathological Conditions. Oxid Med Cell Longev. 2016; 2016:1245049. PMC: 4960346. DOI: 10.1155/2016/1245049. View

4.
Canpolat U, Cetin E, Cetin S, Aydin S, Akboga M, Yayla C . Association of Monocyte-to-HDL Cholesterol Ratio with Slow Coronary Flow is Linked to Systemic Inflammation. Clin Appl Thromb Hemost. 2015; 22(5):476-82. DOI: 10.1177/1076029615594002. View

5.
Yu H, Nie L, Liu A, Wu K, Hsein Y, Yen D . Combining procalcitonin with the qSOFA and sepsis mortality prediction. Medicine (Baltimore). 2019; 98(23):e15981. PMC: 6571275. DOI: 10.1097/MD.0000000000015981. View