scholarly journals Multiparametric classification of sub‐acute ischemic stroke recovery with ultrafast diffusion, 23 Na, and MPIO‐labeled stem cell MRI at 21.1 T

2019 ◽  
Vol 33 (2) ◽  
Author(s):  
Avigdor Leftin ◽  
Jens T. Rosenberg ◽  
Xuegang Yuan ◽  
Teng Ma ◽  
Samuel C. Grant ◽  
...  
Stroke ◽  
2021 ◽  
Vol 52 (Suppl_1) ◽  
Author(s):  
Sungmin Hong ◽  
Anne-katrin Giese ◽  
Markus D Schirmer ◽  
Adrian V Dalca ◽  
Anna Bonkhoff ◽  
...  

Objective: Ability of the brain to recover after an acute ischemic stroke (AIS) is linked to the pre-stroke burden of white matter hyperintensity (WMH), a radiographic marker of brain health. We sought to determine the excessive WMH burden in an AIS population and investigate its association with 3-month stroke outcomes. Data: We used 2,435 subjects from the MRI-GENIE study. Three-month functional outcomes of 872 subjects among those subjects were measured by 90-day modified Ranking Scale (mRS). Methods: We automatically quantified WMH volume (WMHv) on FLAIR images and adjusted for a brain volume. We modeled a trend using the factor analysis (FA) log-linear regression using age, sex, atrial fibrillation, diabetes, hypertension, coronary artery disease and smoking as input variables. We categorized three WMH burden groups based on the conditional probability given by the model (LOW: lower 33%, MED: middle 34%, and HIGH: upper 33%). The subgroups were compared with respect to mRS (median and dichotomized odds ratio (OR) (good/poor: mRS 0-2/3-6)). Results: Five FA components out of seven with significant relationship to WMHv (p<0.001) were used for the regression modeling (R 2 =0.359). The HIGH group showed higher median (median=2, IQR=2) mRS score than LOW (median=1, IQR=1) and MED (median=1, IQR=1). The odds (OR) of good AIS outcome for LOW and MED were 1.8 (p=0.0001) and 1.6 (p=0.006) times higher than HIGH, respectively. Conclusion: Once accounted for clinical covariates, the excessive WMHv was associated with worse 3-month stroke outcomes. These data suggest that a life-time of injury to the white matter reflected in WMH is an important factor for stroke recovery and an indicator of the brain health.


Stroke ◽  
2017 ◽  
Vol 48 (suppl_1) ◽  
Author(s):  
Gourav Choudhury ◽  
Marcel Daadi

Ischemic stroke is the leading cause of upper extremity motor impairments. Well-characterized experimental stroke models for upper extremity motor impairment remain underdeveloped. Cortical representation of dexterous movements in nonhuman primates (NHP) is functionally and topographically similar to that in humans. We recently reported the characterization of an NHP model of focal ischemia reperfusion with a defined syndrome, impaired arm function and finger dexterity. In this study, we investigated the cellular changes in the neural stem cell compartment and glial cell populations in this NHP model. NHPs were subjected to transient cerebral ischemia by temporarily occluding the M3 segment of the left side middle cerebral artery (MCA). Motor and cognitive functions following the stroke were evaluated using the object retrieval task with barrier-detour. Postmortem analysis included magnetic resonance imaging (MRI) and immunohistopathology to map the infarct and characterize the neurogenic and gliogenic changes. The MCA occlusion produced significant loss of fine motor function characterized by impaired dexterity. Immunocytochemical analysis revealed significant increase of Sox2+ neural stem cells in the subventricular zone, and of GFAP+ astrocytes (P<0.0001) and Iba-1+ microglia (P<0.0001) in the infarct region. In addition, there was a 42% increase in doublecortin positive cells (P<0.0001) compared to non-ischemic hemisphere. This study describes the cellular composition of the endogenous changes in the neural stem cell compartment and in the stroke region. These data may help reveal the cellular identity mediating neural plasticity and the cellular mechanisms mediating behavioral deficits and post-stroke recovery.


2017 ◽  
Vol 38 (9) ◽  
pp. 1517-1532 ◽  
Author(s):  
Mark R Etherton ◽  
Natalia S Rost ◽  
Ona Wu

Acute ischemic stroke represents a major cause of long-term adult disability. Accurate prognostication of post-stroke functional outcomes is invaluable in guiding patient care, targeting early rehabilitation efforts, selecting patients for clinical research, and conveying realistic expectations to families. The involvement of specific brain regions by acute ischemia can alter post-stroke recovery potential. Understanding the influences of infarct topography on neurologic outcomes holds significant promise in prognosis of functional recovery. In this review, we discuss the recent evidence of the contribution of infarct location to patient management decisions and functional outcomes after acute ischemic stroke.


2014 ◽  
Vol 28 (S1) ◽  
Author(s):  
Felicity Gavins ◽  
Helen Smith ◽  
D. Neil Granger

Stroke ◽  
2015 ◽  
Vol 46 (suppl_1) ◽  
Author(s):  
Fabien Scalzo ◽  
Dezhi Liu ◽  
David S Liebeskind

Introduction: Neuroimaging studies in ischemic stroke hold abundant features about location, type, and extent of brain ischemia. Identification of imaging characteristics that predict recovery of brain tissue at risk remains an ongoing effort and such DWI patterns hold promise. However, systematic analysis of large multi-modal datasets face many challenges. An automated algorithm for classification of DWI lesion patterns in real-time would be ideal. We developed and evaluated a computer vision model that uses 3D shape description of the lesion for classification of DWI lesion patterns into an existing nomenclature. Methods: Inclusion criteria were acute ischemic stroke and DWI performed within 24 hours of symptom onset. Acute lesions were manually segmented on DWI and categorized into 6 types (territorial, other cortical, small superficial, internal border zone, small deep, and other deep infarcts). The computer vision model characterized stroke lesion using a shape context descriptor that accumulates surface points of the lesion into a 3D log-linear spherical histogram. The experiments estimate the accuracy of the model in classifying the lesion patterns using a leave-one-out cross-validation. Results: A total of 344 patients satisfied inclusion criteria. Mean age was 66.1 (range 13-97). Median NIHSS at baseline was 14 (range 0-38). Average lesion volume was 75.6 cc (range 5-256). The number of observations per category was [territorial:81, other cortical:51, small superficial:78, internal border zone:12, small deep:34, other deep infarcts:88]. When combining lesion volume, average location relative to the center of the brain, and shape descriptor as input, the classification models yielded perfect classification accuracy over the entire dataset. Conclusions: An advanced computer vision framework that automatically identifies discriminant features between lesion categories was introduced and successfully evaluated on 344 patients with acute stroke. Our study enables even larger scale retrospective analyses. Computer vision and pattern recognition methods can play a central role for the systematic analysis of big data in stroke.


Stroke ◽  
2020 ◽  
Vol 51 (Suppl_1) ◽  
Author(s):  
Adam H de Havenon ◽  
Eva Mistry ◽  
Mohammad Anadani ◽  
Shadi Yaghi ◽  
Farhaan Vahidy ◽  
...  

Background: Research has shown that increased blood pressure variability (BPV) correlates with worse outcome after stroke. However, the mechanism is unknown. Methods: In this secondary analysis of the Albumin in Acute Ischemic Stroke (ALIAS) trial, we calculated BPV for SBP over the first 120 hours. The primary outcome was 90-day modified Rankin Scale of 2-6 (unfavorable outcome). The secondary outcome was difference between the CT ASPECTS at baseline and 24 hours. We fit regression models to the outcomes and used the Baron and Kenny method to estimate causal mediation effects. Results: We included 508 patients with a mean (SD) age of 64.3 (12.3) years, 56.1% male, median NIHSS of 11, and mean SBP measurements of 19.8. Unfavorable outcome was seen in 309 (60.8%). BPV was significantly higher in patients with unfavorable outcome (Table 1). In adjusted models, increased BPV was independently associated with unfavorable outcome (Table 2) and ASPECTS decline (Table 3). Mediation analysis revealed that ASPECTS decline accounted for 23.5% of the effect of BPV on outcome, with 16.4% as direct effect. Conclusion: We found that increased BPV was associated with both unfavorable outcome and growth of the ischemic core. Future prospective studies are needed to establish causality and confirm BPV’s effect on stroke recovery.


Stroke ◽  
2021 ◽  
Vol 52 (Suppl_1) ◽  
Author(s):  
Kelly M Scheulin ◽  
Brian J Jurgielewicz ◽  
Monika Saini ◽  
Samantha E Spellicy ◽  
Elizabeth S Waters ◽  
...  

Despite the devastating global impact of ischemic stroke, there are few Food and Drug Administration (FDA) approved treatments, none of which are capable of regenerating or replacing infarcted brain tissue. Recently, our group demonstrated that induced pluripotent stem cell derived neural stem cells (iNSCs) are a regenerative and neuroprotective cell replacement therapy in an ischemic stroke porcine model that closely resembles human stroke pathophysiology. Historically, intracerebral stem cell transplantations have been largely guided by the injury site without taking individual neuroanatomical structures and their functions into consideration. Utilizing magnetic resonance imaging (MRI), the current study aims to identify key structures lesioned by a permanent middle cerebral artery occlusion (MCAO) that impact stroke recovery in a preclinical porcine model and determine an ideal transplantation location for future stroke iNSC transplant studies. A porcine MRI brain atlas was registered to identify stroke lesion location, and linear regressions between infarcted brain structures and functional data were completed to evaluate the predictive capacity of individual brain structure lesion on neurological outcome. MCAO resulted in prominent lesion volumes and decreased white matter integrity. Highly lesioned brain structures included the insular cortex, somatosensory cortices, visual cortices, temporal gyri, and putamen. MCAO severely impaired translational gait parameters, decreased voluntary movement in open field testing, and resulted in increased modified Rankin Scale (mRS) scoring. Linear regression analysis determined that lesions in the secondary visual cortex, claustrum, amygdala, and superior temporal gyrus were highly prognostic of overall gait and behavioral outcomes. This regression analysis approach identified neuroanatomical structures that were predictive of stroke outcome, and these structures may be key iNSC transplantation locations to facilitate optimal functional recovery.


Stroke ◽  
2018 ◽  
Vol 49 (Suppl_1) ◽  
Author(s):  
Paul A Lapchak ◽  
Paul D Boitano ◽  
David Schubert ◽  
Patrick D Lyden

Neurology ◽  
2020 ◽  
Vol 95 (8) ◽  
pp. e1091-e1104 ◽  
Author(s):  
Mitchell S.V. Elkind ◽  
Roland Veltkamp ◽  
Joan Montaner ◽  
S. Claiborne Johnston ◽  
Aneesh B. Singhal ◽  
...  

ObjectiveWe evaluated the effect of 2 doses of natalizumab on functional outcomes in patients with acute ischemic stroke (AIS).MethodsIn this double-blind phase 2b trial, patients with AIS aged 18–80 years with NIH Stroke Scale scores of 5–23 from 53 US and European sites were randomized 1:1:1 to receive a single dose of 300 or 600 mg IV natalizumab or placebo, with randomization stratified by treatment window (≤9 or >9 to ≤24 hours from patient's last known normal state). The primary endpoint was a composite measure of excellent outcome (modified Rankin Scale score ≤1 and Barthel Index score ≥95) at day 90 assessed in all patients receiving a full dose. Sample size was estimated from a Bayesian model; p values were not used for hypothesis testing.ResultsAn excellent outcome was less likely with natalizumab than with placebo (natalizumab 300 or 600 mg odds ratio 0.60; 95% confidence interval 0.39–0.93). There was no effect modification by time to treatment or use of thrombolysis/thrombectomy. For natalizumab 300 mg, 600 mg, or placebo, there were no differences in incidence of adverse events (90.0%, 92.1%, and 92.3%, respectively), serious adverse events (25.6%, 32.6%, and 20.9%, respectively), or deaths (6.7%, 4.5%, and 5.5%, respectively).ConclusionsNatalizumab administered ≤24 hours after AIS did not improve patient outcomes.ClinicalTrials.gov identifierNCT02730455Classification of evidenceThis study provides Class I evidence that for patients with AIS, an excellent outcome was less likely in patients treated with natalizumab than with placebo.


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