Open AccessInflammatory markers as independent predictors for stroke outcomes
Author(s) -
Zhang XiaoGuang,
Xue Jie,
Yang WenHao,
Xu XuShen,
Sun HongXian,
Hu Liang,
Liu LingYun,
Yue YunHua
Publication year - 2021
Publication title -
brain and behavior
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.915
H-Index - 41
ISSN - 2162-3279
DOI - 10.1002/brb3.1922
Subject(s) - medicine , stroke (engine) , logistic regression , modified rankin scale , lymphocyte , neutrophil to lymphocyte ratio , white blood cell , receiver operating characteristic , c reactive protein , multivariate analysis , inflammation , ischemic stroke , ischemia , mechanical engineering , engineering
Background Inflammation plays an important role in the pathophysiology of stroke. The aim of the present study was to investigate the association between various inflammatory risk markers and ischemic stroke outcome and subtype. Methods A total of 3,013 ischemic stroke patients who were admitted to our hospital from 01/01/2016 to 12/30/2018 were retrospectively studied. Stroke subtypes were defined by the Trial of Org 10172 in Acute Stroke Treatment (TOAST) classification. Levels of five common inflammatory markers including white blood cell (WBC) count, neutrophil, lymphocyte, serum C‐reactive protein (CRP), and interleukin‐6 (IL‐6) were measured, and eleven conventional risk factors were further evaluated in the prediction of overall mortality as well as three functional outcomes defined by the National Institute of Health Stroke Scale (NIHSS), the modified Rankin Scale (mRS), and the Barthel Index (BI). Independent predictors of outcome were identified by multivariate logistic regression, and an importance score measured by the area under the receiver operating characteristics curve for each predictor using a Naive Bayes model was reported. Results Neutrophil and WBC were significantly higher in large‐artery atherosclerosis (LAA) and cardioembolism (CE) subtype. In contrast, lymphocyte was significantly higher in small‐artery occlusion (SAO). Neutrophil–lymphocyte ratio and CRP level were the best independent predictors, after adjustment for traditional risk factors and TOAST subtype for all four types of outcomes. Conclusion Inflammatory risk markers including neutrophil, lymphocyte, and CRP may have strong independent prediction values for stroke outcome.