Abstract TMP121: Gender Differences in Functional Outcomes After Acute Ischemic Stroke: The Role of White Matter Structural Integrity

Stroke ◽  
2017 ◽  
Vol 48 (suppl_1) ◽  
Author(s):  
Mark Etherton ◽  
Ona Wu ◽  
Pedro Cougo ◽  
Anne-Katrin Giese ◽  
Lisa Cloonan ◽  
...  

Background: Women are known to have worse post-stroke outcomes; however, the underlying mechanisms remain unclear. We evaluated sex-specific clinical and neuroimaging characteristics linked to cerebrovascular brain health in association with functional recovery after acute ischemic stroke (AIS). Methods: We reviewed 316 AIS patients with acute MRI (<48 hours from symptom onset) and modified Rankin scale score (mRS) assessed at 3-6 months post-stroke. Acute infarct volume on diffusion-weighted imaging (DWIv) and white matter hyperintensity volume (WMHv) on FLAIR sequences were determined using a validated semi-automated method. Mean diffusivity (MD) and fractional anisotropy (FA) of normal appearing white matter (NAWM) were derived from the contralesional hemisphere. Wilcoxon rank sum, Spearman correlation, and Fisher’s exact tests were used at p-value <0.05, as appropriate. Results: Women comprised 41.1% of this AIS cohort, and as compared to men, they were older (68 vs. 62.8 years, p = 0.002), had higher prevalence of atrial fibrillation (21.5% vs. 12.4%, p = 0.04), and less tobacco use (21.1% vs. 36.3%, p = 0.03). There was no statistically significant difference between men and women in admission stroke severity, TOAST stroke subtype distribution, DWIv or WMHv. However, women were significantly less likely to have a favorable outcome (mRS <2), as compared to men (53.7% vs. 68.5%, p = 0.01). Both FA (ρ -0.18, p=0.04) and MD (ρ 0.28, p=0.002) values in NAWM correlated with follow-up mRS in women, but only MD (ρ 0.26, p=0.0004) in men. Conclusion: Despite no differences in admission NIHSS, acute infarct size, WMH burden or stroke subtype, women with AIS had significantly worse post-stroke outcomes in our cohort. Our findings suggest that microstructural integrity, as assessed by NAWM diffusivity anisotropy measurements, may represent a neuroimaging correlate of worse outcomes in women. The correlation between markers of white matter microstructural integrity and long-term mRS provides insight into the underlying mechanisms of disease that may influence functional recovery after stroke.

Stroke ◽  
2020 ◽  
Vol 51 (Suppl_1) ◽  
Author(s):  
Carson Ingo ◽  
Chen Lin ◽  
James Higgins ◽  
Yurany Arevalo ◽  
Shyam Prabhakaran

Introduction: The effect of white matter hyperintensities (WMH) as measured by fluid-attenuated inversion recovery (FLAIR) magnetic resonance imaging on functional impairment and recovery after ischemic stroke has been investigated thoroughly. However, there has been growing interest to investigate normal-appearing white matter (NAWM) microstructural integrity following ischemic stroke onset with techniques such as diffusion tensor imaging (DTI). Methods: 52 patients with acute ischemic stroke and 36 without stroke were evaluated with a DTI and FLAIR imaging protocol and clinically assessed for severity of motor impairment using the Motricity Index within 72 hours of suspected symptom onset. Results: There were widespread decreases in fractional anisotropy (FA) and increases in mean diffusivity (MD) and radial diffusivity (RD) for the acute stroke group compared to the non-stroke group. As shown in the abstract figure with the blue voxels, there was a significant positive association between FA and motor function and a significant negative association between MD/RD and motor function. The NAWM regions of interest that were most sensitive to the Motricity Index were the anterior/posterior limb of the internal capsule in the infarcted hemisphere and the splenium of the corpus callosum, external capsule, posterior limb/retrolenticular part of the internal capsule, superior longitudinal fasciculus, and cingulum (hippocampus) of the intra-/contralateral hemisphere. Conclusion: The microstructural integrity of NAWM is a significant parameter to identify neural differences not only between those individuals with and without acute ischemic stroke, but also correlated with severity of acute motor impairment.


2021 ◽  
pp. 174749302110559
Author(s):  
Mark R Etherton ◽  
Markus D Schirmer ◽  
Maria Clara Zanon Zotin ◽  
Pamela M Rist ◽  
Gregoire Boulouis ◽  
...  

Background The relationship of global white matter microstructural integrity and ischemic stroke outcomes is not well understood. Aims To investigate the relationship of global white matter microstructural integrity with clinical variables and functional outcomes after acute ischemic stroke. Methods A retrospective analysis of neuroimaging data from 300 acute ischemic stroke patients with magnetic resonance imaging brain obtained within 48 hours of stroke onset and long-term functional outcomes (modified Rankin, mRS) was performed. Peak width of skeletonized mean diffusivity (PSMD), as a measure of global white matter microstructural injury, was calculated in the hemisphere contralateral to the acute infarct. Multivariable linear and logistic regression analyses were performed to identify variables associated with PSMD and excellent functional outcome (mRS < 2) at 90 days, respectively. Mediation analysis was then pursued to characterize how PSMD mediates the effect of age on acute ischemic stroke functional outcomes. Results White matter hyperintensity volume, age, pre-stroke disability, and normal-appearing white matter mean diffusivity were independently associated with increased PSMD. In logistic regression analysis, increased infarct volume and PSMD were independent predictors of excellent functional outcome. Additionally, the effect of age on functional outcomes was indirectly mediated by PSMD ( P < 0.001). Conclusions As a marker of global white matter microstructural injury, increased PSMD mediates the effect of increased age to contribute to poor acute ischemic stroke functional outcomes. PSMD could serve as a putative radiographic marker of brain age for stroke outcomes prognostication.


Neurology ◽  
2017 ◽  
Vol 88 (18) ◽  
pp. 1701-1708 ◽  
Author(s):  
Mark R. Etherton ◽  
Ona Wu ◽  
Pedro Cougo ◽  
Anne-Katrin Giese ◽  
Lisa Cloonan ◽  
...  

Objective:To characterize the effect of white matter microstructural integrity on cerebral tissue and long-term functional outcomes after acute ischemic stroke (AIS).Methods:Consecutive AIS patients with brain MRI acquired within 48 hours of symptom onset and 90-day modified Rankin Scale (mRS) score were included. Acute infarct volume on diffusion-weighted imaging (DWIv) and white matter hyperintensity volume (WMHv) on T2 fluid-attenuated inversion recovery MRI were measured. Median fractional anisotropy (FA), mean diffusivity, radial diffusivity, and axial diffusivity values were calculated within normal-appearing white matter (NAWM) in the hemisphere contralateral to the acute lesion. Regression models were used to assess the association between diffusivity metrics and acute cerebral tissue and long-term functional outcomes in AIS. Level of significance was set at p < 0.05 for all analyses.Results:Among 305 AIS patients with DWIv and mRS score, mean age was 64.4 ± 15.9 years, and 183 participants (60%) were male. Median NIH Stroke Scale (NIHSS) score was 3 (interquartile range [IQR] 1–8), and median normalized WMHv was 6.19 cm3 (IQR 3.0–12.6 cm3). Admission stroke severity (β = 0.16, p < 0.0001) and small vessel stroke subtype (β = −1.53, p < 0.0001), but not diffusivity metrics, were independently associated with DWIv. However, median FA in contralesional NAWM was independently associated with mRS score (β = −9.74, p = 0.02), along with age, female sex, NIHSS score, and DWIv.Conclusions:FA decrease in NAWM contralateral to the acute infarct is associated with worse mRS category at 90 days after stroke. These data suggest that white matter integrity may contribute to functional recovery after stroke.


2017 ◽  
Vol 38 (1) ◽  
pp. 75-86 ◽  
Author(s):  
Natalia S Rost ◽  
Pedro Cougo ◽  
Svetlana Lorenzano ◽  
Hua Li ◽  
Lisa Cloonan ◽  
...  

We sought to investigate the relationship between blood–brain barrier (BBB) permeability and microstructural white matter integrity, and their potential impact on long-term functional outcomes in patients with acute ischemic stroke (AIS). We studied 184 AIS subjects with perfusion-weighted MRI (PWI) performed <9 h from last known well time. White matter hyperintensity (WMH), acute infarct, and PWI-derived mean transit time lesion volumes were calculated. Mean BBB leakage rates (K2 coefficient) and mean diffusivity values were measured in contralesional normal-appearing white matter (NAWM). Plasma matrix metalloproteinase-2 (MMP-2) levels were studied at baseline and 48 h. Admission stroke severity was evaluated using the NIH Stroke Scale (NIHSS). Modified Rankin Scale (mRS) was obtained at 90-days post-stroke. We found that higher mean K2 and diffusivity values correlated with age, elevated baseline MMP-2 levels, greater NIHSS and worse 90-day mRS (all p < 0.05). In multivariable analysis, WMH volume was associated with mean K2 ( p = 0.0007) and diffusivity ( p = 0.006) values in contralesional NAWM. In summary, WMH severity measured on brain MRI of AIS patients is associated with metrics of increased BBB permeability and abnormal white matter microstructural integrity. In future studies, these MRI markers of diffuse cerebral microvascular dysfunction may improve prediction of cerebral tissue infarction and functional post-stroke outcomes.


2021 ◽  
Vol 8 ◽  
Author(s):  
Bei-Lei Zhu ◽  
Ai-Yi Hu ◽  
Gui-Qian Huang ◽  
Hui-Hua Qiu ◽  
Xian-Chai Hong ◽  
...  

Post-stroke anxiety (PSA) is serious psychosomatic comorbidity among patients with stroke, but whether obesity could be positively associated with PSA is currently unknown. The purpose of this study was to investigate the potential association between obesity and subsequent anxiety risk in patients with stroke. A total of 441 patients with acute ischemic stroke (AIS) onset were consecutively recruited within 7 days, and PSA and post-stroke depression (PSD) were evaluated by using a 14-item Hamilton anxiety scale (HAMA) and 17-item Hamilton depression scale (HAMD) at the end of 1-month follow-up. The odds ratio (OR) with 95% CI was estimated for the incidental PSA by using logistic regression analysis. The incidence of PSA was 25.85% at the end of 1-month follow-up, with a significant difference between patients with and without abdominal obesity. Relative fat mass (RFM) and abdominal obesity were significantly associated with an elevated risk of PSA, and the crude ORs were 1.04 (95% CI: 1.01–1.08) and 1.93 (95% CI: 1.11–3.34), respectively. Even after adjustment for obesity-related risk factors and PSA-related clinical measurements, the association remained to be pronounced with abdominal obesity. However, RFM (OR = 1.03, 95% CI: 0.99–1.06, P = 0.053) and abdominal obesity (OR = 1.31, 95% CI: 0.80–2.15, P = 0.280) were not significantly associated with an elevated risk of PSD. Abdominal obesity was independently associated with the PSA instead of PSD, which may help predict PSA risk in clinical practice. Further prospective clinical studies with a long follow-up duration are warranted to verify this finding.


2021 ◽  
Vol 12 ◽  
Author(s):  
Sungmin Hong ◽  
Anne-Katrin Giese ◽  
Markus D. Schirmer ◽  
Anna K. Bonkhoff ◽  
Martin Bretzner ◽  
...  

Objective: To personalize the prognostication of post-stroke outcome using MRI-detected cerebrovascular pathology, we sought to investigate the association between the excessive white matter hyperintensity (WMH) burden unaccounted for by the traditional stroke risk profile of individual patients and their long-term functional outcomes after a stroke.Methods: We included 890 patients who survived after an acute ischemic stroke from the MRI-Genetics Interface Exploration (MRI-GENIE) study, for whom data on vascular risk factors (VRFs), including age, sex, atrial fibrillation, diabetes mellitus, hypertension, coronary artery disease, smoking, prior stroke history, as well as acute stroke severity, 3- to−6-month modified Rankin Scale score (mRS), WMH, and brain volumes, were available. We defined the unaccounted WMH (uWMH) burden via modeling of expected WMH burden based on the VRF profile of each individual patient. The association of uWMH and mRS score was analyzed by linear regression analysis. The odds ratios of patients who achieved full functional independence (mRS &lt; 2) in between trichotomized uWMH burden groups were calculated by pair-wise comparisons.Results: The expected WMH volume was estimated with respect to known VRFs. The uWMH burden was associated with a long-term functional outcome (β = 0.104, p &lt; 0.01). Excessive uWMH burden significantly reduced the odds of achieving full functional independence after a stroke compared to the low and average uWMH burden [OR = 0.4, 95% CI: (0.25, 0.63), p &lt; 0.01 and OR = 0.61, 95% CI: (0.42, 0.87), p &lt; 0.01, respectively].Conclusion: The excessive amount of uWMH burden unaccounted for by the traditional VRF profile was associated with worse post-stroke functional outcomes. Further studies are needed to evaluate a lifetime brain injury reflected in WMH unrelated to the VRF profile of a patient as an important factor for stroke recovery and a plausible indicator of brain health.


2021 ◽  
pp. 1-9
Author(s):  
Anne Adlung ◽  
Melina Samartzi ◽  
Lothar R. Schad ◽  
Eva Neumaier-Probst ◽  
Marc Fatar ◽  
...  

Introduction: Sodium MRI (23Na MRI) derived biomarkers such as tissue sodium concentration (TSC) provide valuable information on cell function and brain tissue viability and has become a reliable tool for the assessment of brain tumors and ischemic stroke beyond pathoanatomical morphology. Patients with major stroke often suffer from different degrees of underlying white matter lesions (WMLs) attributed to chronic small vessel disease. This study aimed to evaluate the WM TSC in patients with an acute ischemic stroke and to correlate the TSC with the extent of small vessel disease. Furthermore, the reliability of relative TSC (rTSC) compared to absolute TSC in these patients was analyzed. Methodology: We prospectively examined 62 patients with acute ischemic stroke (73 ± 13 years) between November 2016 and August 2019 from which 18 patients were excluded and thus 44 patients were evaluated. A 3D 23Na MRI was acquired in addition to a T2-TIRM and a diffusion-weighted image. Coregistration and segmentation were performed with SPM 12 based on the T2-TIRM image. The extension of WM T2 hyperintense lesions in each patient was classified using the Fazekas scale of WMLs. The absolute TSC in the WM region was correlated to the Fazekas grades. The stroke region was manually segmented on the coregistered absolute diffusion coefficient image and absolute, and rTSC was calculated in the stroke region and compared to nonischemic WM region. Statistical significance was evaluated using the Student t-test. Results: For patients with Fazekas grade I (n = 25, age: 68.5 ± 15.1 years), mean TSC in WM was 55.57 ± 7.43 mM, and it was not statistically significant different from patients with Fazekas grade II (n = 7, age: 77.9 ± 6.4 years) with a mean TSC in WM of 53.9 ± 6.4 mM, p = 0.58. For patients with Fazekas grade III (n = 9, age: 81.4 ± 7.9 years), mean TSC in WM was 68.7 ± 10.5 mM, which is statistically significantly higher than the TSC in patients with Fazekas grade I and II (p < 0.001 and p = 0.05, respectively). There was a positive correlation between the TSC in WM and the Fazekas grade with r = 0.48 p < 0.001. The rTSC in the stroke region was statistically significant difference between low (0 and I) and high (2 and 3) Fazekas grades (p = 0.0353) whereas there was no statistically significant difference in absolute TSC in the stroke region between low (0 and I) and high (2 and 3) Fazekas grades. Conclusion: The significant difference in absolute TSC in WM in patients with severe small vessel disease; Fazekas grade 3 can lead to inaccuracies using rTSC quantification for evaluation of acute ischemic stroke using 23 Na MRI. The study, therefore, emphasizes the importance of absolute tissue sodium quantification.


Stroke ◽  
2016 ◽  
Vol 47 (suppl_1) ◽  
Author(s):  
Rani Gupta Sah ◽  
Saad Khan ◽  
Ajay Mahajan ◽  
Nils D Forkert ◽  
Moiz Hafeez ◽  
...  

Background: For acute stroke assessment, apparent diffusion coefficient (ADC) obtained from diffusion-weighted imaging (DWI) provides sensitive detection of infarct volume. Identification of infarct growth in patients with acute ischemic stroke (AIS) is important for determining the efficacy of stroke therapy. Reported ADC thresholds for detecting AIS vary from 550 to 650 x10^-6mm^2/s. Therefore, the measurement of infarct growth is not standardized. Hypothesis: Measurement of the rate of infarct growth after stroke is independent of the ADC threshold used. Methods: 38 AIS patients (age; 71.5±17.0) were imaged acutely (within 4h) after stroke symptoms (Time1-Baseline) and repeated at 24h (Time2) on a 3T MR scanner. DTI data with 15 directions was acquired and used for ADC map calculations. Lesion volumes were calculated with ADC thresholds of 550, 600, 630 and 650 x10^-6mm^2/s using ANTONIA software. Rate (r) of infarct growth was calculated by r=Δvolume(ADC2-ADC1)/Δtime(time2-time1). Results: ADC volume and rate of infarct growth is reported in table 1. No significant difference was found in the rate of infarct growth between the two time points (one way ANOVA). Conclusion: Quantification of infarct evolution is critical for determining the efficacy of stroke therapy. Although absolute lesion volumes vary considerably, the rate of infarct growth is independent of the ADC threshold and should be the preferred measure of acute infarct growth.


Circulation ◽  
2020 ◽  
Vol 142 (Suppl_3) ◽  
Author(s):  
Xinye Li ◽  
Shaan Khurshid ◽  
Jeffrey M Ashburner ◽  
Steven J Atlas ◽  
Daniel E Singer ◽  
...  

Introduction: Post-stroke rhythm monitoring can detect occult AF, but contemporary utilization is not well-understood. We sought to quantify monitor deployment in a real-world stroke population and assess whether it is calibrated to clinical AF risk. Methods: We performed a single-center analysis of consecutive patients with acute ischemic stroke 10/2018-6/2019 and no AF history and assessed monitor utilization (Holter/ECG, event/patch, and implantable loop recorder [ILR]) at 6 months. We evaluated predictors of monitor deployment using Cox proportional hazards modeling with the Cohorts for Heart and Aging Research in Genomic Epidemiology AF (CHARGE-AF) AF risk score, stroke subtype, and discharge disposition. We estimated the cumulative incidence of monitoring both overall and in stroke subtype and discharge disposition subgroups, accounting for the competing risk of death and with adjustment for other factors using inverse probability weighting. Results: Of 532 acute stroke patients (mean age 65, 47% female), the 6-month incidence of monitoring was 36.2% (95% CI 31.5-40.9, Figure ). Monitoring included Holter/event monitor (74.3%), ILR (21.2%) or both (4.5%). Monitoring was more likely after cryptogenic (hazard ratio 4.36, 95%CI 3.12-6.1; 6-month monitor incidence 69.3%) and cardioembolic (1.80, 1.00-3.22; 37.3%) stroke, as opposed to other/unknown subtype (24.3%). Monitoring was also more likely after discharge home (1.92, 1.39-2.66; 47.6%) versus facility (27.7%). Monitoring was not associated with AF risk (1.08, 0.93-1.27, per 1 SD increase in CHARGE-AF), even though AF risk was associated with AF (1.67, 1.3-2.15, per 1 SD increase in CHARGE-AF). Conclusions: Rhythm monitors are underutilized after stroke. Interventions to encourage monitor deployment according to AF risk may improve the efficiency of post-stroke monitoring. Figure. Cumulative incidence of monitoring overall and within strata of stroke subtype and discharge disposition


2020 ◽  
pp. 028418512098177
Author(s):  
Yu Lin ◽  
Nannan Kang ◽  
Jianghe Kang ◽  
Shaomao Lv ◽  
Jinan Wang

Background Color-coded multiphase computed tomography angiography (mCTA) can provide time-variant blood flow information of collateral circulation for acute ischemic stroke (AIS). Purpose To compare the predictive values of color-coded mCTA, conventional mCTA, and CT perfusion (CTP) for the clinical outcomes of patients with AIS. Material and Methods Consecutive patients with anterior circulation AIS were retrospectively reviewed at our center. Baseline collateral scores of color-coded mCTA and conventional mCTA were assessed by a 6-point scale. The reliabilities between junior and senior observers were assessed by weighted Kappa coefficients. Receiver operating characteristic (ROC) curves and multivariate logistic regression model were applied to evaluate the predictive capabilities of color-coded mCTA and conventional mCTA scores, and CTP parameters (hypoperfusion and infarct core volume) for a favorable outcome of AIS. Results A total of 138 patients (including 70 cases of good outcomes) were included in our study. Patients with favorable prognoses were correlated with better collateral circulations on both color-coded and conventional mCTA, and smaller hypoperfusion and infarct core volume (all P < 0.05) on CTP. ROC curves revealed no significant difference between the predictive capability of color-coded and conventional mCTA ( P = 0.427). The predictive value of CTP parameters tended to be inferior to that of color-coded mCTA score (all P < 0.001). Both junior and senior observers had consistently excellent performances (κ = 0.89) when analyzing color-coded mCTA maps. Conclusion Color-coded mCTA provides prognostic information of patients with AIS equivalent to or better than that of conventional mCTA and CTP. Junior radiologists can reach high diagnostic accuracy when interpreting color-coded mCTA images.


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