scholarly journals Hemoglobin, Albumin, Lymphocyte, and Platelet Score is Associated With Adverse Clinical Outcomes of Acute Ischemic Stroke: A Prospective Cohort Study

2020 ◽  
Author(s):  
Mengke Tian ◽  
Youfeng Li ◽  
Xiao Wang ◽  
Xuan Tian ◽  
Lu-lu Pei ◽  
...  

Abstract Background The combined index of hemoglobin, albumin, lymphocyte and platelet (HALP) is considered as a novel score to reflect systemic inflammation and nutritional status. This study aimed to investigate the association between HALP score and adverse clinical events in patients with acute ischemic stroke (AIS). Methods This study prospectively included patients with AIS within 24 hours of admission to the First Affiliated Hospital of Zhengzhou University. The primary outcomes were all-cause death within 90 days and 1 year. The secondary outcomes included stroke recurrence and combined vascular events. The association between HALP score and adverse clinical outcomes was analyzed using Cox proportional hazards. Results A total of 1337 patients were included. Patients in the highest tertile of HALP score had a lower risk of death within 90 days and 1 year (Hazard ratio: 0.20 and 0.30; 95% confidence intervals: 0.06–0.66 and 0.13–0.69, P for trend < 0.01 for all) compared with the lowest tertile after adjusting relevant confounding factors. Similar results were found for secondary outcomes. Subgroup analyses further confirmed these association. Adding HALP score to the conventional risk factors improved prediction of death in patients with AIS within 90 days and 1 year (net reclassification index, 38.63% and 38.68%; integrated discrimination improvement, 2.43% and 2.57%; P < 0.02 for all). Conclusions High HALP score levels were associated with decreased risk of adverse clinical outcomes within 90 days and 1 year after stroke onset, suggesting that HALP score may serve as a powerful indicator for AIS.

Stroke ◽  
2013 ◽  
Vol 44 (suppl_1) ◽  
Author(s):  
Gustavo Saposnik ◽  
S. C Johnston ◽  
Matthew Reeves ◽  
Philip M Bath ◽  
Bruce Ovbiagele ◽  
...  

Background: The iScore is a validated tool developed to estimate the risk of death and functional outcomes early after an acute ischemic stroke. It includes demographics, stroke severity and subtype, comorbidities, pre-stroke status, and glucose on admission. Objective: To determine the ability of the iScore to predict the clinical response after iv thrombolysis (tPA) in the Virtual International Stroke Trials Archive (VISTA). Methods: We applied the iScore (www.sorcan.ca/iscore) to patients with an acute ischemic stroke within the VISTA collaboration. We explored the association between the iScore (as continuous and binary [<200 and ≥200] measures) and the outcomes of interest. Outcome Measures: The primary outcome was death or disability at 90 days defined as a modified Rankin scale (mRS) 4-to-6. Secondary outcomes included death at 90 days and favorable outcome (mRS 0-2). Results: Among 7140 patients with an acute ischemic stroke, 2732 (38.5%) received tPA and 712 (10%) had an iScore ≥200. Patients with higher iScore had worse clinical outcomes (p<0.0001 for all outcomes; c-statistics 0.777 for mRS0-6 and 0.748 for death at 90 days). Overall, an iScore ≥200 was associated with nine fold higher risk of death or disability at 90 days (OR 9.41, 95%CI 7.00-12.6). Similar trends were observed for secondary outcomes (Figure). tPA administration in stroke patients with an iScore≥200 was associated with a lower risk of death or disability at 90 days (OR 0.48; 95%CI 0.32-0.72). There was a direct interaction between the iScore and tPA for both death or disability and death alone at 90 days (p-value for the interaction <0.001). Conclusion: The iScore is a useful tool that can be used to estimate clinical outcomes after tPA. Although outcomes were poorer for the high-risk group (iScore≥200), the benefits of tPA in this group were greater than for low-risk patients. Figure


2019 ◽  
Vol 65 (4) ◽  
pp. 569-578 ◽  
Author(s):  
Jieyun Yin ◽  
Zhengbao Zhu ◽  
Daoxia Guo ◽  
Aili Wang ◽  
Nimei Zeng ◽  
...  

Abstract BACKGROUND Growth differentiation factor 15 (GDF-15), a stress-responsive biomarker, is known to be independently associated with mortality and cardiovascular events in different disease settings, but data on the prognostic value of GDF-15 after stroke are limited. METHODS Baseline serum GDF-15 was measured in 3066 acute ischemic stroke patients from the China Antihypertensive Trial in Acute Ischemic Stroke (CATIS). The primary outcome was a composite of death and major disability within 3 months. Secondary outcomes included death, major disability, vascular events, and stroke recurrence. The associations between GDF-15 and clinical outcomes after stroke were assessed by multivariate logistic regression or Cox proportional hazards models. RESULTS At 3 months' follow-up, 676 (22.05%), 86 (2.80%), 81 (2.64%), and 51 (1.66%) patients had experienced major disability, death, vascular events, or stroke recurrence, respectively. After adjusting for age, sex, current smoking, alcohol consumption, and baseline National Institutes of Health Stroke Scale score, the odds ratio/hazard ratio (95% CI) of 1 SD higher of base-10 log-transformed GDF-15 was 1.26 (1.15–1.39) for primary outcome, 1.13 (1.02–1.25) for major disability, 1.79 (1.48–2.16) for death, and 1.26 (1.00–1.58) for vascular events. The addition of GDF-15 to established risk factors improved risk prediction of the composite outcome of death and major disability (c-statistic, net reclassification index, and integrated discrimination improvement, all P &lt; 0.05). CONCLUSIONS High GDF-15 concentrations are independently associated with adverse clinical outcomes of acute ischemic stroke, suggesting that baseline serum GDF-15 could provide additional information to identify ischemic stroke patients at high risk of poor prognosis.


Author(s):  
Runhua Zhang ◽  
Qin Xu ◽  
Anxin Wang ◽  
Yong Jiang ◽  
Xia Meng ◽  
...  

Background Anemia or low hemoglobin can increase the risk of stroke. However, the association between hemoglobin and outcomes after stroke is uncertain. In this study, we aimed to investigate the association between hemoglobin and clinical outcomes, including mortality, poor functional outcome, stroke recurrence, and composite vascular events at 1 year. Methods and Results We included the patients diagnosed with acute ischemic stroke or transient ischemic attack from the Third China National Stroke Registry. We used the Cox model for mortality, stroke recurrence, and composite vascular events and the logistic model for the poor functional outcome to examine the relationship between hemoglobin and clinical outcomes. In addition, we used the restricted cubic spline to evaluate the nonlinear relationship. This study included 14 159 patients with acute ischemic stroke or transient ischemic attack. After adjusted for potential cofounders, both anemia and high hemoglobin were associated with the higher risk of mortality (hazard ratio [HR], 1.73; 95% CI, 1.39–2.15; HR, 2.71; 95% CI, 1.95–3.76) and poor functional outcome (odds ratio [OR], 1.36; 95% CI, 1.18–1.57; OR, 1.42; 95% CI, 1.07–1.87). High hemoglobin, but not anemia, increased the risk of stroke recurrence (HR, 1.37; 95% CI, 1.05–1.79) and composite vascular events (HR, 1.41; 95% CI, 1.08–1.83). There was a U‐shaped relationship between hemoglobin and mortality and poor functional outcome. Conclusions Abnormal hemoglobin was associated with a higher risk of all‐cause mortality, poor functional outcome, stroke recurrence, and composite vascular events. More well‐designed clinical studies are needed to confirm the relationship between hemoglobin and clinical outcomes after stroke.


Stroke ◽  
2016 ◽  
Vol 47 (suppl_1) ◽  
Author(s):  
Erin L MacDougal ◽  
Jeffrey J Wing ◽  
William H Herman ◽  
Lewis B Morgenstern ◽  
Lynda D Lisabeth

Background and Purpose: Diabetes mellitus (DM) is a well-established risk factor for ischemic stroke (IS), but the literature is inconsistent on the effect of DM on outcomes after IS. We sought to determine if DM increases the risk of mortality and recurrence after IS, and if these associations are greater in Mexican Americans (MA) than non-Hispanic whites (NHW). Methods: IS cases, all-cause mortality, and recurrent strokes were identified from the Brain Attack Surveillance in Corpus Christi (BASIC) project (2006-2012). Sociodemographics and clinical data were obtained from medical records and interviews. Cumulative mortality and stroke recurrence risk were estimated at 30 days and 1 year using Kaplan-Meier analysis and Cox proportional hazards models. Effect modification by ethnicity was examined. Results: There were 1,301 IS cases, 46% with a history of DM, median age 70 (IQR: 58-81), and 61% MA. Patients with DM were younger and more likely to be MA compared to patients without DM. Risk of 30-day and 1-year mortality was 8.4% and 20.5% for those with DM and 9.5% and 20.8% for those without DM, respectively. Risk of 30-day and 1-year stroke recurrence was 1.2% and 7.5% for those with DM and 1.5% and 5.8% for those without DM, respectively. Unadjusted, DM was not a significant predictor of mortality or recurrence (see table). After adjustment, DM predicted mortality (30-day HR=1.58, 95% CI: 0.98-2.53; 1-year HR=1.48, 95% CI: 1.10-2.00) but not stroke recurrence (1-year HR=1.28, 95% CI: 0.78-2.08). Effect modification by ethnicity was not significant (p>0.2 for all models). Conclusions: Given that patients with DM were significantly younger than patients without DM, the crude association between DM and mortality revealed no difference. However, after accounting for age and other factors, patients with DM were 50% more likely to die at 1 year after IS compared to patients without DM.


Stroke ◽  
2013 ◽  
Vol 44 (suppl_1) ◽  
Author(s):  
Yuji Kono ◽  
Sumio Yamada ◽  
Kenta Kamisaka ◽  
Kotaro Iwatsu ◽  
Amane Araki ◽  
...  

Introduction: Daily physical inactivity is associated with a substantially increased risk of cardiovascular events. However, the target level of daily physical activity is remained unclear. We aimed to evaluate the impact of physical activity on long-term vascular events in patients with mild ischemic stroke. Methods: We designed prospective observational study and enrolled 142 ischemic stroke patients with modified Rankin Scale 0-1 (mean age: 63.9±9.2). We measured daily step count as a variable of daily physical activity after 6-month from stroke onset. Other clinical characteristics including age, body mass index, blood pressure, blood labo test, carotid echo findings and medications were also assessed. The primary outcome was hospitalization due to stroke recurrence, myocardial infarction, angina pectoris, and peripheral artery disease. Survival curves were calculated by Kaplan-Meier survival analysis, and hazard ratios for recurrence were determined by univariate and multivariate Cox proportional hazards regression models. Results: After 1130.2±372.8 days of follow-up, 29 vascular events (19 stroke recurrence, 10 coronary heart disease) occurred, and the patients were divided into two groups: survival (n=113) and recurrenct (n=29). Daily step counts ( P =0.003) and plaque score ( P <0.001) were significantly lower in the recurrent group than survival group. Univariate and multivariate Cox proportional hazards analysis revealed daily step counts and plaque score to be independent predictors of new vascular events. A daily step counts cutoff value of 6000 steps per day was determined by the analysis of receiver-operating characteristics with sensitivity 69.4% and specificity 79.4%. Kaplan-Meier survival curves after log-rank test showed significantly lower event rate in over 6000 steps group as compared to less than 6000 steps group ( P =0.023). Conclusion: In conclusion, our data indicate that daily physical activity evaluated by step counts may be useful for forecasting prognosis in patients with mild ischemic stroke. Daily step counts of 6000 steps may be a first target level to reduce new vascular events.


Stroke ◽  
2020 ◽  
Vol 51 (Suppl_1) ◽  
Author(s):  
Joon-tae Kim ◽  
Hee-Joon Bae ◽  

Introduction: Atrial fibrillation (AF) and large artery diseases (LAD) share several risk factors and often coexist in the same patient. Optimal treatments for acute ischemic stroke (AIS) patients with concomitant AF and LAD have not been extensively studied so far. Objective: This study aimed to compare the effectiveness of the addition of antiplatelet (AP) to oral anticoagulant (OAC) with that of OAC alone in AIS with AF according to the LAD. Methods: Using a multicenter stroke registry, acute (within 48h of onset) and mild-to-moderate (NIHSS score ≤15) stroke patients with AF were identified. Propensity scores using IPTW were used to adjust baseline imbalances between the OAC+AP group and the OAC alone group in all patients and in each subgroup by LAD. The primary outcome was major vascular events, defined as the composite of recurrent stroke, MI, and all-cause mortality at up to 3 months after index stroke. Results: Among the 5469 patients (age, 72±10yrs; male, 54.9%; initial NIHSS score, 4 [2-9]), 79.0% (n=4323) received OAC alone, and 21.0% (n=1146) received OAC+AP. By weighted Cox proportional hazards analysis, a tendency of increasing the risk of 3-months primary composite events in the OAC+AP group vs the OAC alone (HR 1.36 [0.99-1.87], p=0.06), with significant interaction with treatments and LAD (Pint=0.048). Briefly, among patients with moderate-to-severe large artery stenosis, tendency of decrease in 3-months primary composite events of the OAC+AP group, compared with OAC alone group, was observed (HR 0.54 [0.17-1.70]), whereas among patients with complete occlusion, the OAC+AP group markedly increased the risk of 3-months composite events (HR 2.00 [1.27-3.15]), compared with the OAC alone group. No interaction between direct oral anticoagulant and warfarin on outcome was observed (Pint=0.35). Conclusion: In conclusion, treatment with addition of AP to OAC had a tendency to increase the risk of 3-months vascular events, compared with OAC alone in AIS with AF. However, the effects of antithrombotic treatment could be modified according to the LAD, with substantial benefits of OAC alone in subgroup of large artery occlusion. Our results address the need for the further study to tailor the optimal treatment in AIS with concomitant AF and LAD.


Stroke ◽  
2021 ◽  
Vol 52 (Suppl_1) ◽  
Author(s):  
Lingling Ding ◽  
Zixiao Li ◽  
Yongjun Wang

Background and Purpose: The diffusion weighted imaging (DWI) lesion volumes in acute ischemic stroke (AIS) can be automatically measured using deep learning-based segmentation algorithms. We aim to explore the prognostic significance of artificial intelligence-predicted infarct volume, and the association of markers of acute inflammation with the infarct volume. Methods: 12,598 AIS/TIA patients were included in this analysis. Intarct volume was automatically measured using a U-Net model for acute ischemic stroke lesion segmentation on DWI. Participants were divided into 5 subgroups according to infarct volume. Spearman’s correlations were employed to study the association between infarct volume and markers of acute inflammation. Multivariable logistic regression and Cox proportional hazards model were performed to explore the relationship between infarct volume and the incidence of poor functional outcome (modified Rankin scale score 3-6), stroke recurrence or combined vascular events at 3 months. Results: The U-Net model prediction correlated and agreed well with manual annotation ground truth for infarct volume (r=0.96; P<0.001). There were positive correlations between the infarct volume and markers of acute inflammation (neutrophil [r=0.175; P<0.001], hs-CRP [r=0.180; P<0.001], and IL-6 [r=0.225; P<0.001]). Compared with those without DWI lesions, patients with the largest infarct volume (4th Quartile) were nearly five times more likely to have poor functional outcome (mRS 3-6) (adjusted odds ratio, 4.70; 95% confidence intervals [CI], 3.29-6.72; P for trend<0.001) after adjustment for confounding factors and markers of acute inflammation. The infarct volume category was significantly associated with stroke recurrence (adjusted hazard ratios [HRs], 1.0, 1.43[0.95,2.17], 2.22[1.49,3.29], 2.06[1.40,3.05], 2.26[1.52,3.36]; P for trend<0.001) and combined vascular events(adjusted HRs, 1.0, 1.38[0.92,2.09], 2.25[1.53,3.32], 2.03[1.38,2.98], 2.28[1.54,3.36]; P for trend<0.001). Conclusions: Infarct volume measured automatically by deep learning-based tool was a strong predictor of poor functional outcome as well as stroke recurrence, with the potential for widespread adoption in both research and clinical settings.


Circulation ◽  
2008 ◽  
Vol 118 (suppl_18) ◽  
Author(s):  
Cesare Russo ◽  
Zhezhen Jin ◽  
Ralph L Sacco ◽  
Shunichi Homma ◽  
Tatjana Rundek ◽  
...  

BACKGROUND: Aortic arch plaques (AAP) are a risk factor for cardiovascular embolic events. However, the risk of vascular events associated with AAP in the general population is unclear. AIM: To assess whether AAP detected by transesophageal echocardiography (TEE) are associated with an increased risk of vascular events in a stroke-free cohort. METHODS: The study cohort consisted of stroke-free subjects over age 50 from the Aortic Plaques and Risk of Ischemic Stroke (APRIS) study. AAP were assessed by multiplane TEE, and considered large if ≥ 4 mm in thickness. Vascular events including myocardial infarction, ischemic stroke and vascular death were recorded during the follow-up. The association between AAP and outcomes was assessed by univariate and multivariate Cox proportional hazards models. RESULTS: A group of 209 subjects was studied (mean age 67±9 years; 45% women; 14% whites, 30% blacks, 56% Hispanics). AAP of any size were present in 130 subjects (62%); large AAP in 50 (24%). Subjects with AAP were older (69±8 vs. 63±7 years), had higher systolic BP (146±21 vs.139±20 mmHg), were more often white (19% vs. 8%), smokers (20% vs. 9%) and more frequently had a history of coronary artery disease (26% vs. 14%) than those without AAP (all p<0.05). Lipid parameters, prevalence of atrial fibrillation and diabetes mellitus were not significantly different between the two groups. During the follow up (94±29 months) 30 events occurred (13 myocardial infarctions, 11 ischemic strokes, 6 vascular deaths). After adjustment for other risk factors, AAP of any size were not associated with an increased risk of combined vascular events (HR 1.07, 95% CI 0.44 to 2.56). The same result was observed for large AAP (HR 0.94, CI 0.34 to 2.64). Age (HR 1.05, CI 1.01 to 1.10), body mass index (HR 1.08, CI 1.01 to 1.15) and atrial fibrillation (HR 3.52, CI 1.07 to 11.61) showed independent association with vascular events. In a sub-analysis with ischemic stroke as outcome, neither AAP of any size nor large AAP were associated with an increased risk. CONCLUSIONS: In this cohort without prior stroke, the incidental detection of AAP was not associated with an increased risk of future vascular events. Associated co-factors may affect the AAP-related risk of vascular events reported in previous studies.


2020 ◽  
Vol 30 (Supplement_5) ◽  
Author(s):  
P Magnoni ◽  
R Murtas ◽  
A G Russo

Abstract Background Traffic-borne noise and air pollution have both been associated with cardiovascular and cerebrovascular diseases, albeit with inconsistent findings and issues of collinearity/mutual confounding. The present study aims at evaluating the role of long-term exposure to traffic-borne pollution as a risk factor for acute vascular events in a highly urbanized setting. Methods This is a population-based retrospective dynamic cohort study including all residents aged &gt;35 years in the municipality of Milan over the years 2011-2018 (N = 1087110). A noise predictive model and a NO2 land-use regression model were used to assign mean values of traffic noise at the day-evening-night level (Lden, dB) and NO2 concentration (µg/m3) to the residential address of each subject. Cox proportional hazards models were performed to assess the incidence of acute vascular events, with adjustment for potential confounders (age, sex, nationality, a socio-economic deprivation index) and sub-analyses for different outcomes (acute myocardial infarction, ischemic stroke, hemorrhagic stroke). Results A total of 27282 subjects (2.5%) had an acute vascular event. Models using NO2 yielded inconsistent results. When using Lden as a proxy of traffic intensity, there was a positive trend in risk with increasing levels of exposure, with an optimal cut-off for dichotomization set at 70 dB (HR 1.025, 95% C.I. 1.000-1.050). The association was observed specifically for ischemic stroke (HR 1.043, 95% C.I. 1.003-1.085) and hemorrhagic stroke (HR 1.036, 95% C.I. 0.969-1.107). When stratifying by age group and sex, a remarkable effect was found for hemorrhagic stroke in men aged &lt;60 (HR 1.439, 95% C.I. 1.156-1.792). Conclusions Living close to high-traffic roads was found to exert a small but tangible effect on the risk of stroke. The varying effects observed for specific outcomes and in different age and sex groups are likely due to different pathogenetic mechanisms at play, which warrant further investigation. Key messages Residential proximity to roads with high traffic intensity (mean traffic noise level over 70 dB) is a risk factor for stroke, especially for hemorrhagic stroke in middle-aged men. Further interventions aimed at reducing traffic intensity in highly urbanized cities may be justified in order to reduce morbidity and mortality from stroke.


2019 ◽  
Vol 47 (1-2) ◽  
pp. 40-47 ◽  
Author(s):  
Adnan I. Qureshi ◽  
Mushtaq H. Qureshi ◽  
Li-Ming Lien ◽  
Jiunn-Tay Lee ◽  
Jiann-Shing Jeng ◽  
...  

Background: The natural history of vertebrobasilar artery (VBA) stenosis or occlusion remains understudied. Methods: Patients with diagnosis of ischemic stroke or transient ischemic attack (TIA) who were noted to have VBA stenosis based on computed tomography or magnetic resonance imaging or catheter-based angiogram were selected from Taiwan Stroke Registry. Cox proportional hazards model was used to determine the hazards ratio (HR) of recurrent stroke and death within 1 year of index event in various groups based on severity of VBA stenosis (none to mild: 0–49%; moderate to severe: 50–99%: occlusion: 100%) after adjusting for differences in demographic and clinical characteristics between groups at baseline evaluation. Results: None to mild or moderate to severe VBA stenosis was diagnosed in 6972 (66%) and 3,137 (29.8%) among 10,515 patients, respectively, and occlusion was identified in 406 (3.8%) patients. Comparing with patients who showed none to mild stenosis of VBA, there was a significantly higher risk of recurrent stroke (HR 1.21, 95% CI 1.01–1.45) among patients with moderate to severe VBA stenosis. There was a nonsignificantly higher risk of recurrent stroke (HR 1.49, 95% CI 0.99–2.22) and significantly higher risk of death (HR 2.21, 95% CI 1.72–2.83), among patients with VBA occlusion after adjustment of potential confounders. Conclusions: VBA stenosis or occlusion was relatively prevalent among patients with TIA or ischemic stroke and associated with higher risk of recurrent stroke and death in patients with ischemic stroke or TIA who had large artery atherosclerosis.


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