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Xu R, Guo F, Yang C, Zhu F. NLR and LMR could powerfully predict unfavorable outcomes in patients with acute anterior circulation large vessel occlusion stroke (ALVOS) who underwent mechanical thrombectomy. Clin Neurol Neurosurg 2025; 254:108925. [PMID: 40334392 DOI: 10.1016/j.clineuro.2025.108925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2024] [Revised: 04/16/2025] [Accepted: 04/27/2025] [Indexed: 05/09/2025]
Abstract
INTRODUCTION To investigate the predictive value of Neutrophil to lymphocyte ratio (NLR) and Lymphocyte to monocyte ratio (LMR) on unfavorable outcomes of acute anterior circulation large vessel occlusion stroke (ALVOS) in patients who underwent mechanical thrombectomy (MT). MATERIAL & METHOD We retrospectively recruited 96 cases with ALVOS who underwent MT. These cases were divided into two groups including the favorable outcome group (3-month modified Rankin Scale scores (mRS) of 0-2) and the unfavorable outcome group (3-month mRS of 3-6). Logistic regression analysis was used to examine the independent risk factors of the 3-month unfavorable outcome of ALVOS. Moreover, we conducted a receiver operating characteristic curve (ROC) to estimate the valuable predictor of NLR, LMR, and the combination of NLR and LMR on unfavorable outcomes of ALVOS after MT. RESULTS 46.9 % (45/96) cases had an unfavorable outcome and 53.1 % (51/96) cases had a favorable outcome. In the univariate regression analysis, baseline NIHSS score, symptomatic intracranial hemorrhage, and fasting glucose were included in the multi-factor binary logistic regression, and this revealed that NLR (OR 3.776, 95 %CI 1.067-13.363, p = 0.039) and LMR (OR 0.092, 95 %CI 0.017-0.0506, p = 0.006) were independent predictors of unfavorable outcomes (mRS score 3-6) at 3-month. Higher NLR (> 2.984) and lower LMR (< 3.775) were independently associated with unfavorable outcomes, and the combined predictive levels of both NLR and LMR (AUC = 0.941) were higher than single indicators (NLR, AUC = 0.876; LMR, AUC = 0.934). CONCLUSIONS The combination of NLR and LMR was a more powerful predictor of unfavorable outcomes of ALVOS after MT than NLR alone.
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Affiliation(s)
- Ruijing Xu
- Cognitive Impairment Ward, The Third Affiliated Hospital of Shenzhen University Medical College, Shenzhen, Guangdong, China.
| | - Fei Guo
- Department of Neurology, Huazhong University of Science and Technology Union Shenzhen Hospital (Nanshan Hospital), Shenzhen, Guangdong, China.
| | - Chunshui Yang
- Department of Neurology, Huazhong University of Science and Technology Union Shenzhen Hospital (Nanshan Hospital), Shenzhen, Guangdong, China.
| | - Feiqi Zhu
- Cognitive Impairment Ward, The Third Affiliated Hospital of Shenzhen University Medical College, Shenzhen, Guangdong, China.
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Han W, He Y, Shao Y, Sibomana P, Yang Y, Yu M. Effect of Craniocervical Atherosclerotic Stenosis on the Occurrence of Neurologic Deterioration in Patients With Small Vessel Occlusion Stroke and Their Clinical Outcomes. Brain Behav 2025; 15:e70391. [PMID: 40022280 PMCID: PMC11870831 DOI: 10.1002/brb3.70391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2024] [Revised: 01/18/2025] [Accepted: 02/17/2025] [Indexed: 03/03/2025] Open
Abstract
OBJECTIVE To explore the effects of craniocervical atherosclerotic stenosis (AS) on the occurrence of neurologic deterioration (ND) in patients with small vessel occlusion (SVO) stroke and the outcomes of patients with SVO stroke with ND (SVO-ND). METHODS Patients with SVO stroke were consecutively enrolled. AS was defined as a craniocervical artery with ≥ 50% stenosis caused by atherosclerosis. RESULTS The presence of craniocervical AS (adjusted odds ratio [aOR] = 2.57, 95% confidence interval [CI] = 1.12-5.89, p = 0.026) and the number of craniocervical AS (aOR = 2.08, 95% CI = 1.25-3.44, p = 0.005) were associated with the occurrence of ND in patients with SVO stroke. Compared with SVO stroke patients with no craniocervical AS, the risk of ND increased in those with multiple AS (aOR = 6.47, 95% CI = 1.73-24.05, p = 0.005). The risk of poor outcomes increased in SVO-ND patients with multiple AS than SVO-ND patients with no AS (aOR = 47.75, 95% CI = 1.66-375.17, p = 0.024). CONCLUSION The presence and the number of craniocervical AS are associated with ND in SVO stroke patients and with poststroke disability in SVO-ND patients.
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Affiliation(s)
- Wei Han
- Department of NeurologyAffiliated Hospital of Jiangsu UniversityZhenjiangJiangsuChina
| | - Yue He
- Department of NeurologyAffiliated Hospital of Jiangsu UniversityZhenjiangJiangsuChina
| | - YuanWei Shao
- Department of RadiologyAffiliated Hospital of Jiangsu UniversityZhenjiangJiangsuChina
| | | | - Yi Yang
- Department of NeurologyAffiliated Hospital of Jiangsu UniversityZhenjiangJiangsuChina
| | - Ming Yu
- Department of NeurologyAffiliated Hospital of Jiangsu UniversityZhenjiangJiangsuChina
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Zhao H, Yao Y, Zong C, Liu H, Zhang K, Song Y, Ye B, Yang J, Li Y, Song B, Xu Y, Gao Y. Serum fibrinogen/albumin ratio and early neurological deterioration in patients with recent small subcortical infarction. Ann Med 2024; 56:2396072. [PMID: 39194283 PMCID: PMC11360646 DOI: 10.1080/07853890.2024.2396072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Revised: 07/16/2024] [Accepted: 08/05/2024] [Indexed: 08/29/2024] Open
Abstract
BACKGROUND Serum fibrinogen/albumin ratio (FAR) is a new inflammatory marker related to a variety of diseases, and it has been shown to be associated with stroke. This study is to investigate the relationship between serum FAR and early neurological deterioration (END) in patients with recent small subcortical infarction (RSSI). PATIENTS AND METHODS Consecutive RSSI patients admitted to the First Affiliated Hospital of Zhengzhou University from June 2015 to June 2022 were enrolled. The National Institute of Health Stroke Scale (NIHSS) was utilized to evaluate the severity of the patients at admission and within seven days post-admission. END was defined as an increase of ≥2 points in NIHSS score from admission or ≥1 point in the motor item of the score within seven days post-admission. Multivariate logistic regression analysis was employed to identify risk factors for END. The correlation between FAR and END was investigated using restricted cubic spline (RCS) analysis. Subgroup analysis was used to assess stability across different populations. RESULTS A total of 766 RSSI patients were included in the analysis, with 538 males (70.24%). END occurred in 115 (15.01%) patients. Multivariate logistic regression analysis revealed that FAR (OR = 1.016, 95%CI: 1.005-1.028), PAD (OR = 1.805, 95%CI: 1.161-2.807) and age (OR = 1.028, 95%CI: 1.009-1.048) were associated with END in RSSI patients. RCS analysis indicated a linear correlation between FAR and END (p for nonlinear = .128). Subgroup analysis indicated association between FAR and END in male (OR = 1.02, 95%CI: 1.00-1.03), patients aged ≤65 years (OR = 1.02, 95%CI: 1.00-1.03) and patients without smoking history (OR = 1.02, 95%CI: 1.00-1.03). CONCLUSIONS Elevated FAR levels were associated with the occurrence of END within seven days after admission in RSSI patients, especially in men, age ≤65 years, or patients without smoking history.
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Affiliation(s)
- Haixu Zhao
- School of Public Health, Zhengzhou University, Zhengzhou, China
| | - Ying Yao
- School of Nursing and Health, Zhengzhou University, Zhengzhou, China
| | - Ce Zong
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Hongbing Liu
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Ke Zhang
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yuan Song
- School of Nursing and Health, Zhengzhou University, Zhengzhou, China
| | - Beizhu Ye
- Department of Health Management, College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Jing Yang
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yusheng Li
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Bo Song
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yuming Xu
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- National Health Council Key Laboratory of Prevention and Treatment of Cerebrovascular Disease, Zhengzhou, China
- Henan Key Laboratory of Cerebrovascular Diseases, Zhengzhou, China
| | - Yuan Gao
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
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Guo X, Zhu X, Zhou S, Dong X. Serum levels of IL-9 and IL-11 serve as predictors for the occurrence of early neurologic deterioration in patients with cerebral infarction. Clin Chim Acta 2024; 558:119683. [PMID: 38643817 DOI: 10.1016/j.cca.2024.119683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Revised: 04/08/2024] [Accepted: 04/18/2024] [Indexed: 04/23/2024]
Abstract
BACKGROUND AND AIM Early neurological deterioration (END) is a common complication of cerebral infarction and a significant contributor to poor prognosis. Our study aimed to investigate the predictive value of interleukin-9 (IL-9) and interleukin-11 (IL-11) in relation to the occurrence of END in patients with cerebral infarction. MATERIALS AND METHODS 102 patients with cerebral infarction and 64 healthy controls were collected. Patients were categorized into two groups based on the development of END following admission: the END group (n = 44) and the non-END group (n = 58). Enzyme-linked immunosorbent assay was used to determine the serum levels of IL-9, IL-11, and BDNF. RESULTS Serum IL-9 was higher and IL-11 lower in the END group than those in the non-END group (P < 0.01). IL-9 correlated positively with NIHSS score (r = 0.627) and infarction volume (r = 0.686), while IL-11 correlated negatively (r = -0.613, -0.679, respectively). Logistic regression identified age, NIHSS score, and IL-9 as risk factors (P < 0.01), and IL-11 as protective (P < 0.01). Combined IL-9 and IL-11 had an ROC curve area of 0.849. BDNF correlated negatively with IL-9 (r = -0.703) and positively with IL-11 (r = 0.711). CONCLUSION Serum IL-9 and IL-11 levels can predict the occurrence of END in patient with cerebral infarction and are correlated with serum BDNF levels.
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Affiliation(s)
- Xianglin Guo
- Department of Emergency, People's Hospital of Yangzhong City, Yangzhong, Jiangsu 212200, China
| | - Xiaoyan Zhu
- Department of Neurology, People's Hospital of Yangzhong City, Yangzhong, Jiangsu 212200, China; School of Clinical Medicine, Medical College of Yangzhou University, Yangzhou, Jiangsu 225000, China; Jiangsu Key Laboratory of Integrated Traditional Chinese and Western Medicine for Prevention and Treatment of Senile Diseases, Yangzhou, Jiangsu 225000, China
| | - Shuai Zhou
- Department of Neurology, People's Hospital of Yangzhong City, Yangzhong, Jiangsu 212200, China; School of Clinical Medicine, Medical College of Yangzhou University, Yangzhou, Jiangsu 225000, China; Jiangsu Key Laboratory of Integrated Traditional Chinese and Western Medicine for Prevention and Treatment of Senile Diseases, Yangzhou, Jiangsu 225000, China
| | - Xiaohong Dong
- Department of Neurology, The Affiliated Lianyungang Hospital of Xuzhou Medical University/The First People's Hospital of Lianyungang, Lianyungang, Jiangsu 222002, China.
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Lee M, Lee EJ, Kim RO, Pyun JM, Joo BE, Kwon KY, Roh H, Ahn MY, Lee K. Systemic immune-inflammation index as a predictor of early stroke progression/recurrence in acute atherosclerotic ischemic stroke. Clin Neurol Neurosurg 2024; 238:108182. [PMID: 38417245 DOI: 10.1016/j.clineuro.2024.108182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2023] [Revised: 02/14/2024] [Accepted: 02/17/2024] [Indexed: 03/01/2024]
Abstract
OBJECTIVES Although the systemic immune-inflammatory index (SII) has recently been correlated with stroke severity and functional outcome, the underlying pathogenesis remains largely unknown. The objective of this study was to explore whether SII could predict early neurologic deterioration (END) in different etiologies of acute ischemic stroke. MATERIALS AND METHODS From January 2019 to December 2021, a total of 697 consecutive patients with acute ischemic stroke, admitted within 72 hours from stroke onset, were prospectively enrolled. The patients were categorized into 4 groups based on quartiles of SII, calculated as platelets multiplied by neutrophils divided by lymphocytes. END and stroke progression/recurrence were assessed during the first 7 days after stroke onset using predetermined definitions. Logistic regression analysis was conducted to evaluate the association between SII and END, while considering the variation in association across stroke etiologies. RESULTS END occurred in 135 patients: 24 (3.4%) for Group I, 25 (3.6%) for Group II, 33 (4.7%) for Group III, and 53 (7.6%) for Group IV. Among the END subtypes, stroke progression/recurrence stroke was the most prevalent. In the logistic regression model, the adjusted odds ratios (ORs) of END and stroke progression/recurrence for group IV were 2.51 (95% CI, 1.27-4.95) and 1.98 (95% CI, 1.03-3.89), respectively. Among the stroke etiologies, group IV showed a significant increase in END (OR 4.24; 95% CI, 1.42-12.64) and stroke progression/recurrence (OR 4.13; 95% CI, 1.39-12.27) specifically in case of large artery atherosclerosis. CONCLUSIONS SII independently predicts early stroke progression/recurrence in patients with acute atherosclerotic ischemic stroke.
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Affiliation(s)
- Mina Lee
- Department of Neurology, Soonchunhyang University Seoul Hospital, Seoul, Republic of Korea
| | - Eun Ji Lee
- Department of Neurology, Soonchunhyang University Seoul Hospital, Seoul, Republic of Korea
| | - Rae On Kim
- Department of Neurology, Soonchunhyang University Seoul Hospital, Seoul, Republic of Korea
| | - Jung-Min Pyun
- Department of Neurology, Soonchunhyang University Seoul Hospital, Seoul, Republic of Korea
| | - Byung-Euk Joo
- Department of Neurology, Soonchunhyang University Seoul Hospital, Seoul, Republic of Korea
| | - Kyum-Yil Kwon
- Department of Neurology, Soonchunhyang University Seoul Hospital, Seoul, Republic of Korea
| | - Hakjae Roh
- Department of Neurology, Soonchunhyang University Seoul Hospital, Seoul, Republic of Korea
| | - Moo-Young Ahn
- Department of Neurology, Soonchunhyang University Seoul Hospital, Seoul, Republic of Korea
| | - Kyungbok Lee
- Department of Neurology, Soonchunhyang University Seoul Hospital, Seoul, Republic of Korea.
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Xie Y, Li S, Liu L, Tang S, Liu Y, Tan S, Liang Z. Risk Factors and Prognosis of Early Neurological Deterioration after Bridging Therapy. Curr Neurovasc Res 2024; 21:25-31. [PMID: 38310555 PMCID: PMC11348451 DOI: 10.2174/0115672026287986240104074006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2023] [Revised: 11/17/2023] [Accepted: 11/23/2023] [Indexed: 02/06/2024]
Abstract
BACKGROUND Early neurological deterioration (END) after bridging therapy (BT) of acute ischemic stroke (AIS) patients is associated with poor outcomes. OBJECTIVE We aimed to study the incidence, risk factors and prognosis of END after BT. METHODS From January to December 2021, the clinical data of AIS patients treated by BT (intravenous thrombolysis with alteplase prior to mechanical thrombectomy) from three comprehensive stroke centers were analyzed. Patients were divided into non-END group and END group according to whether they developed END within 72 hours of symptom onset. Modified Rankin scale (mRS) was used to assess the patient's prognosis at 90 days, and favorable outcomes were defined as mRS≤2. The incidence of END was investigated, and binary logistic regression analysis was used to explore its associated factors. RESULTS The incidence of END after BT was 33.67%. The eligible 90 patients included 29 cases in the END group and 61 cases in the non-END group. Multivariate Logistic regression analysis showed that increase of systolic blood pressure (SBP) (OR=1.026, 95%CI:1.001-1.051, p =0.043), higher level of blood glucose at admission (OR=1.389, 95%CI:1.092-1.176, p =0.007) and large artery atherosclerosis (LAA) subtype (OR=8.009, 95%CI:2.357-27.223, p =0.001) were independent risk factors of END. Compared with the non-END group, the END group had significantly lower rates of good outcomes (6.90% versus 65.57%, p =0.001) while higher rates of mortality (44.83% versus 4.92%, p =0.001). CONCLUSION It was found that the incidence of END after BT in AIS patients was 33.67%. An increase in SBP, higher glucose levels at admission, and LAA were independent risk factors of END that predicted a poor prognosis.
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Affiliation(s)
- Yiju Xie
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Province, China
- Department of Neurology, Wuming Hospital of Guangxi Medical University, Nanning, Guangxi Province, China
| | - Shengyu Li
- Department of Neurology, Wuming Hospital of Guangxi Medical University, Nanning, Guangxi Province, China
| | - Liuyu Liu
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Province, China
| | - Shiting Tang
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Province, China
- Department of Neurology, The second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Province, China
| | - Yayuan Liu
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Province, China
| | - Shuangquan Tan
- Department of Neurology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Zhijian Liang
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Province, China
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Wang Q, Jiang G, Yan L, Chen R, Liu Y, Liu L, Zhang X, Wang M, Zhao L. Association of atherogenic index of plasma with early neurological deterioration in patients with acute ischemic stroke. Clin Neurol Neurosurg 2023; 234:108014. [PMID: 37857235 DOI: 10.1016/j.clineuro.2023.108014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Revised: 10/10/2023] [Accepted: 10/10/2023] [Indexed: 10/21/2023]
Abstract
PURPOSE To explore the correlation between Atherogenic Index of Plasma (AIP) and early neurological deterioration (END) in patients with acute ischemic stroke (AIS). METHODS A retrospective analysis of 334 patients diagnosed with AIS between January 2021 and May 2023 at the Affiliated Huai'an Hospital of Xuzhou Medical University. Patients were divided into END and non-END groups based on changes in National Institutes of Health Stroke Scale scores (NIHSS) within 7 days of admission, and the differences in the indicators between the two groups were examined using univariate analysis. The patients were then divided into three groups based on the tertile of the AIP (T1: AIP≤ -0.01; T2: 0 ≤AIP≤0.16; AIP≥0.17), and logistic regression analysis was used to examine the association between the AIP and END. Finally, the predictive ability of the AIP was evaluated using the receiver operating characteristic (ROC) curve. RESULTS A total of 334 patients were included, of which 64 (19.20%) had END. The results of the analysis showed that the AIP was significantly higher in the END group compared to the non-END group. Multivariable logistic regression analysis showed that higher AIP was associated with END in AIS patients (OR=3.259, 95%CI, 1.490-7.125, P = 0.003), especially in large-artery atherosclerosis (LAA) subtype (OR=4.240, 95%CI,1.30-13.87, P = 0.017). ROC analysis revealed that the best predictive cutoff value of AIP was 0.115, and the area under the ROC curves for AIP was 0.681(0.604-0.758). CONCLUSION Our study uncovered that higher AIP levels were associated with END development in AIS patients.
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Affiliation(s)
- Qing Wang
- Department of Neurology, The Affiliated Huai'an Hospital of Xuzhou Medical University and The Second People's Hospital of Huai'an, Huai'an 223002, Jiangsu Province, China
| | - Guanghui Jiang
- Department of Neurology, The Affiliated Huai'an Hospital of Xuzhou Medical University and The Second People's Hospital of Huai'an, Huai'an 223002, Jiangsu Province, China
| | - Luxia Yan
- Department of Neurology, The Affiliated Huai'an Hospital of Xuzhou Medical University and The Second People's Hospital of Huai'an, Huai'an 223002, Jiangsu Province, China
| | - Rui Chen
- Department of Neurology, The Affiliated Huai'an Hospital of Xuzhou Medical University and The Second People's Hospital of Huai'an, Huai'an 223002, Jiangsu Province, China
| | - Yufeng Liu
- Department of Neurology, The Affiliated Huai'an Hospital of Xuzhou Medical University and The Second People's Hospital of Huai'an, Huai'an 223002, Jiangsu Province, China
| | - Lu Liu
- Department of Neurology, The Affiliated Huai'an Hospital of Xuzhou Medical University and The Second People's Hospital of Huai'an, Huai'an 223002, Jiangsu Province, China
| | - Xiaoran Zhang
- Department of Clinical Medicine, Nanjing Medical University, China
| | - Mengchao Wang
- Department of Neurology, The Affiliated Huai'an Hospital of Xuzhou Medical University and The Second People's Hospital of Huai'an, Huai'an 223002, Jiangsu Province, China
| | - Liandong Zhao
- Department of Neurology, The Affiliated Huai'an Hospital of Xuzhou Medical University and The Second People's Hospital of Huai'an, Huai'an 223002, Jiangsu Province, China.
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Yang Y, He Y, Han W, Xu J, Cai Z, Zhao T, Shao Y, Yu M. Clinical factors associated with functional outcomes in patients with single subcortical infarction with neurological deterioration. Front Neurol 2023; 14:1129503. [PMID: 37034074 PMCID: PMC10077891 DOI: 10.3389/fneur.2023.1129503] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 02/27/2023] [Indexed: 04/11/2023] Open
Abstract
Objective Factors that predict poor outcomes in patients with single subcortical infarction (SSI) may differ from those that predict poor outcomes in the SSI subgroup with neurological deterioration (ND). This study aimed to investigate the effect of ND on functional outcomes in patients with SSI and the clinical factors that predict poor outcomes in patients with SSI with ND (SSI-ND) and in all patients with SSI. Methods Patients with SSI were consecutively enrolled in this study. ND was defined as an increase of ≥2 points in the National Institutes of Health Stroke Scale (NIHSS) total score, an increase of ≥1 point in the NIHSS subscore of consciousness or motor function, or any new neurological deficit. Results A total of 255 patients were enrolled, and nine (3.53%) were lost to a follow-up. ND [adjusted relative risk (aRR) = 1.37, 95% confidence interval (CI) = 1.22-1.55, p < 0.001], female sex (aRR = 1.13, 95% CI = 1.03-1.24, p = 0.12), initial NIHSS (aRR = 1.08, 95% CI = 1.07-1.10, p < 0.001), and parental arterial disease (PAD) (aRR = 1.16, 95% CI = 1.07-1.26, p = 0.038) were associated with a poor 90-day outcome (the modified Rankin scale (mRS) > 2 points) in patients with SSI. In the SSI-ND subgroup, PAD (aRR = 2.15, 95% CI = 1.20-3.86, p = 0.01), glycosylated hemoglobin (aRR = 1.17, 95% CI = 1.01-1.35, p = 0.035), and severe NIHSS (aRR = 1.15, 95% CI = 1.06-1.25, p = 0.001) were predictive of a poor outcome, and PAD (aRR = 1.87, 95% CI = 1.19-2.95, p = 0.007) was correlated with higher/worsened NIHSS [> 2 points (median)]. For predicting poor outcomes in patients with SSI-ND with PAD, a more severe NIHSS (aRR = 1.09, 95% CI = 1.02-1.17, p = 0.01) was the only determinant, with a cutoff of 4.5 points, a sensitivity of 94.0%, and a specificity of 83.3%. Conclusions ND is an independent predictor of poor outcomes in patients with SSI, and poor outcome determinants in the SSI-ND subgroup and in all patients with SSI are not identical. For patients with SSI-ND, PAD could aggravate ND and was therefore an essential predictor of poor outcomes.
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Affiliation(s)
- Yi Yang
- Department of Neurology, Affiliated Hospital of Jiangsu University, Zhenjiang, China
| | - Yue He
- Department of Neurology, Affiliated Hospital of Jiangsu University, Zhenjiang, China
| | - Wei Han
- Department of Neurology, Affiliated Hospital of Jiangsu University, Zhenjiang, China
| | - JianHui Xu
- Department of Neurology, Affiliated Hospital of Jiangsu University, Zhenjiang, China
| | - ZhiRong Cai
- Department of Neurology, Affiliated Hospital of Jiangsu University, Zhenjiang, China
| | - Tian Zhao
- Department of Radiology, Affiliated Hospital of Jiangsu University, Zhenjiang, China
| | - YuanWei Shao
- Department of Radiology, Affiliated Hospital of Jiangsu University, Zhenjiang, China
| | - Ming Yu
- Department of Neurology, Affiliated Hospital of Jiangsu University, Zhenjiang, China
- *Correspondence: Ming Yu
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Lattanzi S, Norata D, Broggi S, Meletti S, Świtońska M, Słomka A, Silvestrini M. Neutrophil-to-Lymphocyte Ratio Predicts Early Neurological Deterioration after Endovascular Treatment in Patients with Ischemic Stroke. Life (Basel) 2022; 12:life12091415. [PMID: 36143451 PMCID: PMC9503346 DOI: 10.3390/life12091415] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 08/27/2022] [Accepted: 09/08/2022] [Indexed: 11/16/2022] Open
Abstract
The worsening of neurological status that occurs early after acute ischemic stroke (AIS) remains a serious issue, and the inflammatory response plays a key role in stroke pathobiology. Recently, endovascular treatment (EVT) has revolutionized the management and outcome of patients with AIS due to either extracranial carotid disease or intracranial disease. The neutrophil-to-lymphocyte ratio (NLR) represents an easily available inflammatory biomarker. The aim of the study was to assess the relationship between the NLR at admission and the occurrence of early neurological deterioration (END) in patients with AIS who underwent EVT. Patients with AIS and proximal arterial occlusion in the anterior circulation undergoing EVT were retrospectively identified. Absolute neutrophil count (ANC) and absolute lymphocyte count (ALC) were collected from admission blood work to calculate the NLR. The study outcome was END defined as an increase in at least 4 points in NIHSS score or death between baseline and 24 h after the ischemic event. Patients included were 211, and END occurred in 30 (14.2%). Patients with older age (OR = 1.07, 95% CI: 1.02−1.13), higher serum glucose (OR = 1.01, 95% CI: 1.01−1.02), and higher NLR (OR = 1.011, 95% CI: 1.04−1.18) had an increased risk of END. The best predictive cut-off value of NLR was 6.4, and END occurred in 24.1% and 3.9% of the patients with NLR ≥ 6.4 and <6.4, respectively (p < 0.001). In patients with AIS undergoing EVT, higher NLR values predicted a higher risk of END. Biomarkers able to identify inflammatory mechanisms might identify novel treatment targets and enhance proof-of-concept trials of immunomodulation in stroke.
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Affiliation(s)
- Simona Lattanzi
- Neurological Clinic, Department of Experimental and Clinical Medicine, Marche Polytechnic University, 60121 Ancona, Italy
- Correspondence:
| | - Davide Norata
- Neurological Clinic, Department of Experimental and Clinical Medicine, Marche Polytechnic University, 60121 Ancona, Italy
| | - Serena Broggi
- Neurological Clinic, Department of Experimental and Clinical Medicine, Marche Polytechnic University, 60121 Ancona, Italy
| | - Stefano Meletti
- Neurology Unit, OCB Hospital, AOU Modena, 41125 Modena, Italy
- Department of Biomedical, Metabolic and Neural Science, Center for Neuroscience and Neurotechnology, University of Modena and Reggio Emilia, 41121 Modena, Italy
| | - Milena Świtońska
- Department of Neurosurgery and Neurology, Nicolaus Copernicus University in Toruń, Ludwik Rydygier Collegium Medicum, Faculty of Health Sciences, 85-067 Bydgoszcz, Poland
| | - Artur Słomka
- Department of Pathophysiology, Nicolaus Copernicus University in Toruń, Ludwik Rydygier Collegium Medicum in Bydgoszcz, 85-067 Bydgoszcz, Poland
| | - Mauro Silvestrini
- Neurological Clinic, Department of Experimental and Clinical Medicine, Marche Polytechnic University, 60121 Ancona, Italy
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Neutrophil-to-Lymphocyte Ratio and Early Neurological Deterioration in Stroke Patients: A Systematic Review and Meta-Analysis. BIOMED RESEARCH INTERNATIONAL 2022; 2022:8656864. [PMID: 36033552 PMCID: PMC9402292 DOI: 10.1155/2022/8656864] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 07/13/2022] [Accepted: 07/25/2022] [Indexed: 12/26/2022]
Abstract
In light of the growing emphasis on classifying stroke patients for different levels of monitoring intensity and emergency treatments, we conducted a systematic review of a wide range of clinical studies, according to the preferred reporting items for systematic review and meta-analysis (PRISMA) guidelines, with no restrictions on the language or publication date, to analyze the potential of the neutrophil-to-lymphocyte ratio (NLR) as an early neurological deterioration (END) risk predictor. A comprehensive search was carried out in PubMed, Scopus, and Web of Science databases from the inception to March 13, 2022. Nine articles were included in our study. Stroke patients with END had significantly higher NLR levels than the those without END (SMD = 0.73; CI 95% = 0.42-1.05, P value < 0.001). In the subgroup analysis, according to ethnicity, East Asian patients with END had elevated levels of NLR compared to those without END (SMD = 0.79; CI 95% = 0.52-1.06, P value < 0.001). However, the difference in the Caucasian group was not significant (SMD = 0.60; CI 95% = -0.50-1.70, P value = 0.28). In the subgroup analysis according to the type of stroke, the NLR levels in patients with hemorrhagic stroke who developed END were similar to those without END (SMD = 0.84, CI 95% = -0.10-1.77, P value = 0.07). Vice versa, in the ischemic stroke group, patients with END had elevated levels of NLR compared to those without END (SMD = 0.67, CI 95% = 0.38-0.96, P value < 0.001). NLR is a unique inflammatory biomarker whose increase in END suggests an immune system dysfunction in the pathogenesis of the disease.
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Oh HY, Lee MY, Lee YC, Shin HY. Impact of cardiovascular comorbidity on increased neutrophil-lymphocyte ratio in pseudoexfoliation syndrome. Medicine (Baltimore) 2022; 101:e29602. [PMID: 35839065 PMCID: PMC11132305 DOI: 10.1097/md.0000000000029602] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Accepted: 05/02/2022] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND The purpose of this study was to compare neutrophil-to-lymphocyte ratios (NLRs) of patients with pseudoexfoliation syndrome (PEX) according to the presence of cardiovascular disease (CVD) with those without CVD as controls. METHODS A total of 197 participants (97 patients with PEX and 100 participants without PEX regarded as the control group) were included in this retrospective study. The PEX group was divided into 2 subgroups, PEX with CVD (group 1) and PEX without CVD (group 2). NLRs were then compared to those of the control group. RESULTS The incidence of CVD was significantly (P = .015) higher in the PEX group than in the control group. NLR was significantly higher in the group 1 and group 2 compared with that of the control group (P = .048 and P = .002, respectively). In the PEX group, group 1 showed higher NLR than group 2 (P = .023). CONCLUSION Although the PEX group showed a higher incidence of CVD, the NLR was higher in the PEX group regardless of cardiovascular comorbidity than that in the control group.
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Affiliation(s)
- Hea Young Oh
- Department of Ophthalmology, Uijeongbu St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Mee Yon Lee
- Department of Ophthalmology, Uijeongbu St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Young Chun Lee
- Department of Ophthalmology, Uijeongbu St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Hye-Young Shin
- Department of Ophthalmology, Uijeongbu St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
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12
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Kim TJ, Park SH, Ko SB. Dynamic change of neutrophil-to-lymphocyte ratio and symptomatic intracerebral hemorrhage after endovascular recanalization therapy. J Stroke Cerebrovasc Dis 2022; 31:106604. [PMID: 35843053 DOI: 10.1016/j.jstrokecerebrovasdis.2022.106604] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Accepted: 06/12/2022] [Indexed: 11/17/2022] Open
Abstract
OBJECTIVES The neutrophil-to-lymphocyte ratio (NLR) is a known marker of systemic inflammation. Recent studies demonstrated its applicability as a marker of poor prognosis for stroke patients. In this study, we evaluated the relationship between dynamic changes in the NLR and sICH in patients with successful recanalization following ERT. MATERIALS AND METHODS This study included 128 patients with acute ischemic stroke who underwent successful ERT between January 2013 and November 2019. We evaluated the NLR pre-ERT (at admission) and post-ERT (at 24-36 h after ERT). The symptomatic ICH and miserable outcomes at 3 months after ERT were analyzed as outcomes. sICH was defined as type-2 parenchymal hematoma with neurological deterioration (defined as National Institute of Health Stroke Scale score ≥4). Moreover, a modified Rankin Scale score of 5-6 at 3 months was considered a miserable outcome. RESULTS Among the included patients, sICH occurred in 12 (9.4%). The sICH group had significantly higher post-ERT NLR (P < 0.001) and ∆NLR (calculated as the difference between pre-ERT NLR and post-ERT NLR) (P = 0.004). In the multivariate analysis, the post-ERT NLR was independently associated with sICH (odds ratio [OR], 1.166; 95% confidence interval [CI], 1.041-1.306; P = 0.008) and miserable outcome at 3 months (OR, 1.101; 95% CI, 1.002-1.210; P = 0.045). CONCLUSIONS This study demonstrated that temporal elevation of the NLR is associated with sICH events after successful ERT in patients with acute ischemic stroke. The temporal variation in NLR may help to identify high-risk patients with sICH after ERT.
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Affiliation(s)
- Tae Jung Kim
- Department of Neurology, Seoul National University, College of Medicine, Seoul, Korea; Department of Critical Care Medicine, Seoul National University Hospital, Seoul, South Korea
| | - Soo-Hyun Park
- Department of Neurology, Inha University Hospital, Incheon, South Korea; Department of Neurology, Seoul National University, College of Medicine, Seoul, Korea
| | - Sang-Bae Ko
- Department of Neurology, Seoul National University, College of Medicine, Seoul, Korea; Department of Critical Care Medicine, Seoul National University Hospital, Seoul, South Korea.
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Ji X, Tian L, Yao S, Han F, Niu S, Qu C. A Systematic Review of Body Fluids Biomarkers Associated With Early Neurological Deterioration Following Acute Ischemic Stroke. Front Aging Neurosci 2022; 14:918473. [PMID: 35711907 PMCID: PMC9196239 DOI: 10.3389/fnagi.2022.918473] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 05/10/2022] [Indexed: 11/17/2022] Open
Abstract
Biomarkers are objectively measured biological properties of normal and pathological processes. Early neurological deterioration (END) refers to the deterioration of neurological function in a short time after the onset of acute ischemic stroke (AIS) and is associated with adverse outcomes. Although multiple biomarkers have been found to predict END, there are currently no suitable biomarkers to be applied in routine stroke care. According to the Preferred Reporting Items for Systematic Review standards, we present a systematic review, concentrating on body fluids biomarkers that have shown potential to be transferred into clinical practice. We also describe newly reported body fluids biomarkers that can supply different insights into the mechanism of END. In our review, 40 scientific papers were included. Depending on the various mechanisms, sources or physicochemical characteristics of body fluids biomarkers, we classified related biomarkers as inflammation, protease, coagulation, metabolism, oxidative stress, and excitatory neurotoxicity. The body fluids biomarkers whose related articles are limited or mechanisms are unknown are categorized as other biomarkers. The inflammation-related biomarkers, such as neutrophil-to-lymphocyte ratio and hypersensitive C-reactive protein, play a crucial role among the mentioned biomarkers. Considering the vast heterogeneity of stroke progression, using a single body fluids biomarker may not accurately predict the risk of stroke progression, and it is necessary to combine multiple biomarkers (panels, scores, or indices) to improve their capacity to estimate END.
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Affiliation(s)
- Xiaotan Ji
- Department of Neurology, Shandong Provincial Hospital, Shandong University, Jinan, China
- Department of Neurology, Jining No. 1 People’s Hospital, Jining, China
| | - Long Tian
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Shumei Yao
- Department of Neurology, Shandong Provincial Hospital, Shandong University, Jinan, China
| | - Fengyue Han
- Department of Neurology, Shandong Provincial Hospital, Shandong University, Jinan, China
| | - Shenna Niu
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Chuanqiang Qu
- Department of Neurology, Shandong Provincial Hospital, Shandong University, Jinan, China
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
- *Correspondence: Chuanqiang Qu,
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Zhao D, Zhu J, Cai Q, Zeng F, Fu X, Hu K. The value of diffusion weighted imaging-alberta stroke program early CT score in predicting stroke-associated pneumonia in patients with acute cerebral infarction: a retrospective study. PeerJ 2022; 10:e12789. [PMID: 35111405 PMCID: PMC8783557 DOI: 10.7717/peerj.12789] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2021] [Accepted: 12/22/2021] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND In this study, we aimed to investigate the value of Diffusion-Weighted Imaging-Alberta Stroke Program Early CT Score (DWI-ASPECTS) in predicting stroke-associated pneumonia (SAP) in patients with acute ischemic stroke. METHODS A total of 291 patients who suffered acute cerebral infarction for the first time were included in this retrospective study. DWI-ASPECTS was assessed and clinical data were collected in order to find the risk factors of SAP, and a logistic regression model was used to investigate the effect of predicting SAP. Furthermore, correlation analysis was used to explore the relationship between DWI-ASPECTS and the immume status of the body. RESULTS Among the 291 patients, 74 (25.4%) subjects were diagnosed with SAP. Compared with non-SAP, the patients with SAP were older and had a higher rate of atrial fibrillation (AF), National Institutes of Health Stroke Scale (NIHSS) scores. The SAP group also had a significantly lower DWI-ASPECTS than did the non-SAP group (P < 0.01). In the multivariable logistic regression analysis, the DWI-ASPECTS (adjusted odds ratio [aOR] = 1.438; 95% CI [1.158-1.787]; P < 0.01) remained significant after adjusting for confounders. What's more, the predictive ability of DWI-ASPECTS (AUC = 0.743 >0.7, 95% CI [0.678-0.800]) had acceptable discriminatory abilities. By the correlation analysis, DWI-ASPECTS was found to be negatively correlated with the count of white blood cell, neutrophils, monocytes, neutrophil-to-monocyte ratio and neutrophil-to-lymphocyte ratio, and positively correlated with the count of lymphocytes. CONCLUSIONS DWI-ASPECTS grades could predict stroke-associated pneumonia for patients with acute ischemic stroke, and combining grade with age, AF, or NIHSS could predict SAP events more accurately.
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Affiliation(s)
- Dong Zhao
- Department of Respiratory and Critical Care Medicine, Renmin Hospital of Wuhan University, Wuhan, China
| | - Jing Zhu
- Department of Respiratory and Critical Care Medicine, Renmin Hospital of Wuhan University, Wuhan, China
| | - Qiang Cai
- Department of Neurosurgery, Renmin Hospital of Wuhan University, Wuhan, China
| | - Feifei Zeng
- Department of Radiology, Renmin Hospital of Wuhan University, Wuhan, China
| | - Xiujuan Fu
- Department of Neurology, Renmin Hospital of Wuhan University, Wuhan, China
| | - Ke Hu
- Department of Respiratory and Critical Care Medicine, Renmin Hospital of Wuhan University, Wuhan, China
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Del Brutto VJ, Rundek T, Sacco RL. Prognosis After Stroke. Stroke 2022. [DOI: 10.1016/b978-0-323-69424-7.00017-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Zou F, Wang J, Han B, Bao J, Fu Y, Liu K. Early Neutrophil-to-Lymphocyte Ratio Is a Prognostic Marker in Acute Ischemic Stroke After Successful Revascularization. World Neurosurg 2021; 157:e401-e409. [PMID: 34662658 DOI: 10.1016/j.wneu.2021.10.097] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2021] [Revised: 10/11/2021] [Accepted: 10/11/2021] [Indexed: 12/19/2022]
Abstract
OBJECTIVE To explore the association between early neutrophil-to-lymphocyte ratio (ENLR) and prognosis of anterior circulation large-vessel occlusion stroke (LVOS) after patients undergo endovascular treatment (EVT) with successful revascularization. METHODS Patients who experienced acute anterior circulation LVOS and underwent EVT at Changzhou Second People's Hospital Affiliated to Nanjing Medical University between May 2017 and May 2020 were included in this retrospective study. We collected information about patients' baseline characteristics, medical history, laboratory test results, imaging data, and endovascular treatment outcomes, as well as data from follow-up at 3 months. Univariate and multivariate logistic regression models were used to evaluate the association between ENLR and functional disease prognosis. A piecewise linear regression model was also applied to compute the threshold effect of ENLR on poor prognosis (defined as modified Rankin Scale score 3-6) at 3 months using a smoothing plot. RESULTS Of 224 patients who received EVT during the study period, 160 patients were included in the analysis. After adjustments were made for potential confounders, multivariate analysis demonstrated a significant association between ENLR and poor prognosis at 3 months (odds radio 1.19; 95% confidence interval 1.07-1.32; P = 0.0016). An ENLR ≥9.75 was found to be significantly associated with poor prognosis at 3 months (odds ratio 1.54; 95% confidence interval 1.19-2.00; P = 0.0119). CONCLUSIONS Increased ENLR after successful revascularization is independently associated with poor prognosis. These findings suggest that ENLR could be used to inform treatment strategies for patients who experience anterior circulation LVOS.
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Affiliation(s)
- Feihui Zou
- Department of Neurosurgery, Changzhou Second People's Hospital Affiliated to Nanjing Medical University, Jiangsu, Changzhou, China
| | - Jian Wang
- Department of Neurosurgery, Changzhou Second People's Hospital Affiliated to Nanjing Medical University, Jiangsu, Changzhou, China
| | - Bin Han
- Department of Neurosurgery, Changzhou Second People's Hospital Affiliated to Nanjing Medical University, Jiangsu, Changzhou, China
| | - Jiannan Bao
- Department of Neurosurgery, Changzhou Second People's Hospital Affiliated to Nanjing Medical University, Jiangsu, Changzhou, China
| | - Yin Fu
- Department of Neurosurgery, Changzhou Second People's Hospital Affiliated to Nanjing Medical University, Jiangsu, Changzhou, China
| | - Kefeng Liu
- Department of Neurosurgery, Changzhou Second People's Hospital Affiliated to Nanjing Medical University, Jiangsu, Changzhou, China.
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Li W, Hou M, Ding Z, Liu X, Shao Y, Li X. Prognostic Value of Neutrophil-to-Lymphocyte Ratio in Stroke: A Systematic Review and Meta-Analysis. Front Neurol 2021; 12:686983. [PMID: 34630275 PMCID: PMC8497704 DOI: 10.3389/fneur.2021.686983] [Citation(s) in RCA: 52] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Accepted: 08/23/2021] [Indexed: 01/17/2023] Open
Abstract
Background: Stroke has become a major problem around the world, which is one of the main causes of long-term disability. Therefore, it is important to seek a biomarker to predict the prognosis of patients with stroke. This meta-analysis aims to clarify the relationship between the neutrophil-to-lymphocyte ratio (NLR) and the prognosis of stroke patients. Methods: This study was pre-registered in PROSPERO (CRD42020186544). We performed systematic research in PubMed, Web of Science, and EMBASE databases for studies investigating the prognostic value of NLR. Based on the enrolled studies, patients were divided into the low-NLR cohort and the high-NLR cohort. Odds ratios (ORs) with 95% confidence intervals (CIs) were extracted and analyzed by the Review Manager 5.3 and Stata 12.0 software. Heterogeneity was estimated by using Cochran's Q test and I2 value. Sensitivity analyses and subgroup analyses were also performed to explore the potential sources of heterogeneity. Publication bias was assessed with funnel plots and assessed by Egger's tests. Results: Forty-one studies with 27,124 patients were included. In the overall analysis, elevated NLR was associated with an increased mortality in acute ischemic stroke (AIS) patients (OR = 1.12, 95% CI = 1.07–1.16) and in acute hemorrhagic stroke (AHS) patients (OR = 1.23, 95% CI = 1.09–1.39), poorer outcomes in AIS patients (OR = 1.29, 95% CI = 1.16–1.44), and in AHS patients (OR = 1.11, 95% CI = 1.03–1.20). While in terms of hemorrhagic transformation (HT), elevated NLR was associated with an increased incidence of HT in AIS patients (OR = 1.15, 95% CI = 1.08–1.23). Conclusions: This study demonstrated that elevated NLR was significantly associated with poor prognosis of stroke patients. High NLR is associated with a 1.1- to 1.3-fold increased risk of poor outcomes of AIS/AHS patients. NLR could be helpful as a potential prognostic biomarker to guide clinical decision making. Systematic Review Registration:https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42020186544.
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Affiliation(s)
- Wenxia Li
- Shanxi Academy of Medical Sciences, Shanxi Bethune Hospital, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China
| | - Miaomiao Hou
- Shanxi Academy of Medical Sciences, Shanxi Bethune Hospital, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China
| | - Zhibin Ding
- Shanxi Academy of Medical Sciences, Shanxi Bethune Hospital, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China
| | - Xiaolei Liu
- Shanxi Academy of Medical Sciences, Shanxi Bethune Hospital, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China
| | - Yuan Shao
- Shanxi Medical University, Taiyuan, China
| | - Xinyi Li
- Shanxi Academy of Medical Sciences, Shanxi Bethune Hospital, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China.,Shanxi Medical University, Taiyuan, China
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Guldolf K, Vandervorst F, Gens R, Ourtani A, Scheinok T, De Raedt S. Neutrophil-to-lymphocyte ratio predicts delirium after stroke. Age Ageing 2021; 50:1626-1632. [PMID: 34218276 DOI: 10.1093/ageing/afab133] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2020] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Delirium is an underdiagnosed and possibly preventable complication in acute stroke and is linked to poor outcome. Neutrophil-to-lymphocyte ratio (NLR), a marker of systemic inflammation, is also associated with poor outcome after acute ischemic stroke. AIM To determine whether NLR is a predictor of post-stroke delirium (PSD). METHODS We reviewed the UZ Brussel stroke database and included 514 patients with acute ischemic stroke within 24 hours from stroke onset between February 2009 and December 2014. The presence of delirium was evaluated by two raters based on the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition criteria, using a retrospective chart review method. When no consensus was reached, a third evaluator was consulted. Patients were divided into two groups: those who developed delirium within the first week after stroke onset (n = 201; 39%) and those who did not (n = 313; 61%). Receiver operating characteristics (ROC) and multiple logistic regression analysis (MLRA) were used to identify predictors of PSD. RESULTS MLRA showed that NLR (odds ratio (OR) 1.14; 95% confidence interval (CI) 1.04-1.26), age (OR 1.05; 95% CI 1.03-1.07), National Institutes of Health Stroke Scale (NIHSS; OR 1.14; 95% CI 1.10-1.18), premorbid modified Rankin Scale (mRS) (OR 1.35; 95% CI 1.05-1.74) and premorbid cognitive dysfunction (OR 3.16; 95% CI 1.26-7.92) predicted PSD. ROC curve of a prediction model including NLR, age, NIHSS and premorbid cognitive dysfunction showed an area under the curve of 0.84 (95% CI = 0.81-0.88). CONCLUSIONS Besides age, stroke severity, premorbid mRS and cognitive impairment, NLR is a predictor of PSD, even independent of the development of pneumonia or urinary tract infection.
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Affiliation(s)
- Kaat Guldolf
- Department of Neurology, Universitair Ziekenhuis Brussel and Center for Neurosciences, Vrije Universiteit Brussel (VUB), Brussels, Belgium
| | - Fenne Vandervorst
- Department of Neurology, Universitair Ziekenhuis Brussel and Center for Neurosciences, Vrije Universiteit Brussel (VUB), Brussels, Belgium
| | - Robin Gens
- Department of Neurology, Universitair Ziekenhuis Brussel and Center for Neurosciences, Vrije Universiteit Brussel (VUB), Brussels, Belgium
| | - Anissa Ourtani
- Department of Neurology, Universitair Ziekenhuis Brussel and Center for Neurosciences, Vrije Universiteit Brussel (VUB), Brussels, Belgium
- Department of Neurology, UVC Brugmann or CHU Brugmann, Brussels, Belgium
| | - Thomas Scheinok
- Department of Neurology, Universitair Ziekenhuis Brussel and Center for Neurosciences, Vrije Universiteit Brussel (VUB), Brussels, Belgium
| | - Sylvie De Raedt
- Department of Neurology, Universitair Ziekenhuis Brussel and Center for Neurosciences, Vrije Universiteit Brussel (VUB), Brussels, Belgium
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Inflammatory Biomarkers and Intracranial Hemorrhage after Endovascular Thrombectomy. Can J Neurol Sci 2021; 49:644-650. [PMID: 34548113 DOI: 10.1017/cjn.2021.197] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
BACKGROUND Intracranial hemorrhage after endovascular thrombectomy is associated with poorer prognosis compared with those who do not develop the complication. Our study aims to determine predictors of post-EVT hemorrhage - more specifically, inflammatory biomarkers present in baseline serology. METHODS We performed a retrospective review of consecutive patients treated with EVT for acute large vessel ischemic stroke. The primary outcome of the study is the presence of ICH on the post-EVT scan. We used four definitions: the SITS-MOST criteria, the NINDS criteria, asymptomatic hemorrhage, and overall hemorrhage. We identified nonredundant predictors of outcome using backward elimination based on Akaike Information Criteria. We then assessed prediction accuracy using area under the receiver operating curve. Then we implemented variable importance ranking from logistic regression models using the drop in Naegelkerke R2 with the exclusion of each predictor. RESULTS Our study demonstrates a 6.3% SITS (16/252) and 10.0% NINDS (25/252) sICH rate, as well as a 19.4% asymptomatic (49/252) and 29.4% (74/252) overall hemorrhage rate. Serologic markers that demonstrated association with post-EVT hemorrhage were: low lymphocyte count (SITS), high neutrophil count (NINDS, overall hemorrhage), low platelet to lymphocyte ratio (NINDS), and low total WBC (NINDS, asymptomatic hemorrhage). CONCLUSION Higher neutrophil counts, low WBC counts, low lymphocyte counts, and low platelet to lymphoycyte ratio were baseline serology biomarkers that were associated with post-EVT hemorrhage. Our findings, particularly the association of diabetes mellitus and high neutrophil, support experimental data on the role of thromboinflammation in hemorrhagic transformation of large vessel occlusions.
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Nam KW, Kwon HM, Lee YS. Different Predictive Factors for Early Neurological Deterioration Based on the Location of Single Subcortical Infarction: Early Prognosis in Single Subcortical Infarction. Stroke 2021; 52:3191-3198. [PMID: 34176312 DOI: 10.1161/strokeaha.120.032966] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND PURPOSE Patients with single subcortical infarctions (SSIs) have relatively a favorable prognosis, but they often experience early neurological deterioration (END). In this study, we compared the predictors for END in patients with SSI according to the location of the lesion. METHODS We included consecutive patients with SSIs within 72 hours of symptom onset presenting between 2010 and 2016. END was defined as an increase of ≥2 in the total National Institutes of Health Stroke Scale (NIHSS) score or ≥1 in the motor NIHSS score within the first 72 hours of admission. Along with the analysis of all patients with SSI, we also analyzed the predictors for END in proximal/distal SSI patients and anterior/posterior circulation SSI patients. RESULTS A total of 438 patients with SSI were evaluated. In multivariable analysis, initial NIHSS score (adjusted odds ratio, 1.36 [95% CI, 1.15-1.60]), pulsatility index (adjusted odds ratio, 1.25 [95% CI, 1.03-1.52]), parent artery disease (adjusted odds ratio, 2.14 [95% CI, 1.06-4.33]), and neutrophil-to-lymphocyte ratio (adjusted odds ratio, 1.24 [95% CI, 1.04-1.49]) were positively associated with END. In patients with proximal SSI, initial NIHSS score, pulsatility index, parent artery disease, and neutrophil-to-lymphocyte ratio showed positive associations with END. Meanwhile, no variable related to END was found in the distal SSI group. When we compared the predictors for END based on the involved vascular territory, higher initial NIHSS score and neutrophil-to-lymphocyte ratio were significantly associated with END in patients with anterior circulation SSIs. On the contrary, higher pulsatility index values and the presence of parent artery disease were independent predictors for END in patients with SSIs in the posterior circulation. CONCLUSIONS Initial NIHSS score, pulsatility index, parent artery disease, and neutrophil-to-lymphocyte ratio are associated with END in patients with SSIs. The frequency and predictors for END differ depending on the location of the SSI.
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Affiliation(s)
- Ki-Woong Nam
- Department of Neurology, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Korea. Department of Neurology, Seoul National University College of Medicine, Korea
| | - Hyung-Min Kwon
- Department of Neurology, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Korea. Department of Neurology, Seoul National University College of Medicine, Korea
| | - Yong-Seok Lee
- Department of Neurology, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Korea. Department of Neurology, Seoul National University College of Medicine, Korea
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Liegey JS, Sagnier S, Debruxelles S, Poli M, Olindo S, Renou P, Rouanet F, Moal B, Tourdias T, Sibon I. Influence of inflammatory status in the acute phase of stroke on post-stroke depression. Rev Neurol (Paris) 2021; 177:941-946. [PMID: 33610348 DOI: 10.1016/j.neurol.2020.11.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2020] [Revised: 11/15/2020] [Accepted: 11/17/2020] [Indexed: 11/17/2022]
Abstract
BACKGROUND Thirty percent of stroke patients will suffer from post-stroke depression (PSD). Recent data suggest that inflammation accounts for a substantial amount of depression. Our primary objective was to assess the association between standard inflammation biomarkers in the acute phase of stroke and PSD at three months. The secondary objective was to elaborate a predictive model of PSD from clinical, biological and radiological data. METHODS We performed a retrospective analysis of a single-centre cohort of stroke patients with a three-month follow-up. Serum levels of C-reactive protein (CRP), fibrinogen, leukocyte count and neutrophil to lymphocyte ratio (NLR) were tested at admission and at peak. Mood was assessed at three months using the depression sub-scale of the Hospital Anxiety and Depression Scale (HADS). Association between inflammation biomarkers and HADS was evaluated with multi-linear regression adjusted on clinical and radiological parameters. Logistic predictive models of PSD at three months, with and without inflammation biomarkers, were compared. RESULTS Three hundred and forty-eight patients were included, of whom 20.06% developed PSD. Baseline and peak values of all inflammatory markers were associated with the severity of PSD at three months. Area under the curve for the receiver operating characteristic curve of PSD prediction was 0.746 (CI 95% 0.592-0.803) with selected inflammation biomarkers and 0.744 (CI 95% 0.587-0.799) without. CONCLUSION Most inflammation biomarkers are weakly associated with PSD, adding negligible value to predictive models. While they suggest the implication of inflammation in PSD pathogenesis, they are useless for the prediction of PSD, underscoring the need for more specific biomarkers.
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Affiliation(s)
- J S Liegey
- Unité neurovasculaire, pôle de neurosciences cliniques, hôpital Pellegrin, CHU de Bordeaux, Unité Bordeaux Segalen, 33076 Bordeaux, France.
| | - S Sagnier
- Unité neurovasculaire, pôle de neurosciences cliniques, hôpital Pellegrin, CHU de Bordeaux, Unité Bordeaux Segalen, 33076 Bordeaux, France
| | - S Debruxelles
- Unité neurovasculaire, pôle de neurosciences cliniques, hôpital Pellegrin, CHU de Bordeaux, Unité Bordeaux Segalen, 33076 Bordeaux, France
| | - M Poli
- Unité neurovasculaire, pôle de neurosciences cliniques, hôpital Pellegrin, CHU de Bordeaux, Unité Bordeaux Segalen, 33076 Bordeaux, France
| | - S Olindo
- Unité neurovasculaire, pôle de neurosciences cliniques, hôpital Pellegrin, CHU de Bordeaux, Unité Bordeaux Segalen, 33076 Bordeaux, France
| | - P Renou
- Unité neurovasculaire, pôle de neurosciences cliniques, hôpital Pellegrin, CHU de Bordeaux, Unité Bordeaux Segalen, 33076 Bordeaux, France
| | - F Rouanet
- Unité neurovasculaire, pôle de neurosciences cliniques, hôpital Pellegrin, CHU de Bordeaux, Unité Bordeaux Segalen, 33076 Bordeaux, France
| | - B Moal
- CHU de Bordeaux, Bordeaux, France
| | - T Tourdias
- Neuroradiologie, CHU de Bordeaux, Bordeaux, France
| | - I Sibon
- Unité neurovasculaire, pôle de neurosciences cliniques, hôpital Pellegrin, CHU de Bordeaux, Unité Bordeaux Segalen, 33076 Bordeaux, France
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22
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Chen Z, He Y, Su Y, Sun Y, Zhang Y, Chen H. Association of inflammatory and platelet volume markers with clinical outcome in patients with anterior circulation ischaemic stroke after endovascular thrombectomy. Neurol Res 2021; 43:503-510. [PMID: 33402058 DOI: 10.1080/01616412.2020.1870359] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Background: To determine the correlation of inflammatory and platelet volume indices with the severity of stroke and 3-month clinical outcomes in patients with acute ischemic stroke (AIS) after endovascular thrombectomy (EVT).Methods: A retrospective analysis was conducted for AIS patients who underwent EVT at our hospital from 2015 to 2019. Inflammatory factors, including white blood count, neutrophil count, lymphocyte count, neutrophil to lymphocyte ratio (NLR), high-sensitivity C-reactive protein (hs-CRP), procalcitonin (PCT) and interleukin-6 (IL-6), and platelet volume indices, including platelet count (PC), mean platelet volume (MPV), platelet distribution width (PDW) and MPV/PC levels were assessed. Results were analyzed between patients with favorable and unfavorable outcomes at 3 months post-EVT.Results: A total of 257 AIS patients were included in the study. There were 86 (33.5%) patients with favorable functional outcomes at 3 months. Compared to patients with favorable outcomes, those with poor outcomes have lower lymphocyte count, higher neutrophil count and NLR levels. There were no differences in hs-CRP,PCT and IL-6 between the two groups. The correlation analysis showed that the increase in MPV, PDW, and MPV/PC was related to the high level of the NIHSS score at admission. Multivariate logistic regression analysis showed that higher NLR levels are an independent risk factor for unfavorable outcomes at 3 months (OR = 1.141; 95% CI 1.061 to 1.227, P = 0.000).Conclusions: MPV, PDW, and MPV/PC are associated with stroke severity. Higher NLR levels upon admission may predict unfavorable functional outcomes in patients with AIS after undergoing EVT.Abbreviations ACA: anterior cerebral artery; AIS: acute ischemic stroke; ASPECTS: alberta stroke program early CT score; BMI: body mass index; DBP: diastolic blood pressure; END: early neurological deterioration; EVT: endovascular thrombectomy; hs-CRP: high-sensitivity C-reactive protein; HT: hemorrhagic transformation; ICA: internal carotid artery; IL-6: interleukin-6; IS: ischemic progression; LAA: Large-Artery Atherosclerosis; MCA: middle cerebral artery; MPV: mean platelet volume; mTICI: modified thrombolysis in cerebral infarction; NIHSS: National Institute of Health stroke scale; NLR: neutrophil to lymphocyte ratio; OTP: onset-to-puncture; PC: platelet count; PCT: procalcitonin; PDW: platelet distribution width; SBP: systolic blood pressure; sICH: symptomatic intracerebral hemorrhageWBC: white blood cell.
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Affiliation(s)
- Zhongyun Chen
- Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Yanbo He
- Department of Neurology, The Beijing Moslem People Hospital, Beijing, China
| | - Yingying Su
- Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Yijia Sun
- Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Yingbo Zhang
- Department of Neurology, Beijing Tsinghua Changgung Hospital Affiliated to Tsinghua University, Beijing, China
| | - Hongbo Chen
- Department of Neurology, Liangxiang Hospital of Beijing Fangshan District, Beijing, China
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23
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Aly M, Abdalla RN, Batra A, Shaibani A, Hurley MC, Jahromi BS, Potts MB, Ansari SA. Follow-up neutrophil-lymphocyte ratio after stroke thrombectomy is an independent biomarker of clinical outcome. J Neurointerv Surg 2020; 13:609-613. [PMID: 32763917 DOI: 10.1136/neurintsurg-2020-016342] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2020] [Revised: 07/03/2020] [Accepted: 07/10/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND Admission neutrophil-lymphocyte ratio (NLR) is significantly correlated to clinical outcomes in acute ischemic stroke (AIS). We investigated follow-up NLR and temporal changes in NLR after endovascular thrombectomy (EVT) with respect to successful revascularization, clinical outcomes, symptomatic intracranial hemorrhage (sICH) and mortality. METHODS Retrospective analysis of EVT for anterior circulation emergent LVO was performed with both admission (NLR1) and 3-7 day follow-up NLR (NLR2) laboratory data. Patient demographics, National Institutes of Health Stroke Scale (NIHSS) presentations, reperfusion efficacy (modified Thrombolysis in Cerebral Infarction (mTICI) score), sICH, and clinical outcomes (modified Rankin Scale (mRS)) at 90 days were studied. Univariate analyses correlated NLR1, NLR2, and temporal change in NLR (NLR2-NLR1) with successful reperfusion (mTICI ≥2b), favorable outcomes (mRS ≤2), sICH, and mortality. Multivariable logistic regression model evaluated the independent effects of NLR2 on favorable outcomes. RESULTS 142 AIS patients with median NIHSS 17 underwent EVT within 24 hours, and met NLR laboratory inclusion criteria. Lower follow-up NLR2 and less temporal change in NLR over 3-7 days, but not admission NLR1, inversely correlated with successful reperfusion (p<0.05) and favorable clinical outcomes (p<0.001). Higher follow-up NLR2 and greater temporal change in NLR was significantly associated with sICH and mortality (p≤0.05). In multivariable logistic regression, lower follow-up NLR2 remained a predictor of favorable outcomes (OR 0.785, p=0.001), independent of age or successful reperfusion. CONCLUSIONS Follow-up NLR is a readily available and modifiable biomarker that correlates with the degree of reperfusion after mechanical stroke thrombectomy. Lower follow-up NLR2 at 3-7 days is associated with successful reperfusion and an independent predictor of favorable clinical outcomes, with reduced risk for sICH and mortality.
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Affiliation(s)
- Moustafa Aly
- Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Ramez N Abdalla
- Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.,Radiology, Ain Shams University Faculty of Medicine, Cairo, Egypt
| | - Ayush Batra
- Neurology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Ali Shaibani
- Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.,Neurological Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Michael C Hurley
- Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.,Neurological Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Babak S Jahromi
- Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.,Neurological Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Matthew B Potts
- Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.,Neurological Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Sameer A Ansari
- Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA .,Neurology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.,Neurological Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
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