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103 citation(s) found for "Dumitrascu, Oana M".

Quantitative Retinal Vascular Features as Biomarkers for CADASIL: A Case-Control Study from the UK Biobank (P9-13.003)
Vallamchetla, Sai Krishna , Badr, Amro , Li, Xin , Dumitrascu, Oana M. , Abdelkader, Omar, Shourav, Md Manjurul Islam , Wang, Yalin , Meschia, James F. , Lin, Michelle

Neurology | April 7, 2025 | Volume: 104 | Issue: 7_Supplement_1 | Pages: No page available

10.1212/wnl.0000000000212039 Get It

RBAD: A Dataset and Benchmark for Retinal Vessels Branching Angle Detection
Zhu, Wenhui , Qin, Jiayou, Li, Xin , Dumitrașcu, Oana , Chen, Xiwen , Razi, Abolfazl , Wang, Hao Henry , Qiu, Peijie , Wang, Yalin

2024 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) | March 17, 2025 | Volume: No volume available | Issue: No issue available | Pages: 1-8

10.1109/bhi62660.2024.10913865 | PMID 40356674 Get It

Abstract TP303: Identifying Risk factors for Major Adverse Cardiovascular Events (MACE) in Patients with Migraine: A Logistic Regression Analysis of Demographics, Comorbidities, and Brain Imaging Findings
Dumitrașcu, Oana , Tariq, Amara , Dumkrieger, Gina , Banerjee, Imon , Schwedt, Todd J. , Chong, Catherine D.

Stroke | January 30, 2025 | Volume: 56 | Issue: Suppl_1 | Pages: No page available

10.1161/str.56.suppl_1.tp303 Get It

Background: Prior studies indicate a relationship between migraine and MACE. Here we assess whether brain white matter hyperintensities (WMH), which are a common imaging finding in patient with migraine, contribute to the risk of MACE above demographics and common risk factors for MACE. Methods: 60,454 patients, ages 18-89, with a ICD-9 or ICD-10 migraine diagnosis code in 2010 or later were identified from the Mayo Clinic electronic health record. Only patients who were seen for migraine in the Neurology Department were included. Patients with a migraine diagnosis who did not have MACE were included only if they had at least two visits at Mayo Clinic during five years. Only patients with sex and race information were included. The final cohort included 577 migraine patients with and 598 migraine patients without MACE. Presence of WMH was determined from radiology notes. Individuals without a brain MRI were assumed not to have WMH. A logistic regression model that included sex, race, known lifetime MACE risk factors (atrial fibrillation, diabetes, hypertension, hyperlipidemia, tobacco use) and WMH as independent variables to predict MACE outcome was fit. Results: Significant factors that increased the risk of MACE in individuals with migraine included being Black or African American (adjusted OR: 2.9, 95% CI: 1.24-6.82, p = 0.014), presence of atrial fibrillation (adj. OR: 1.63, 95% CI: 1.23-2.17, p < 0.001), diabetes (adj. OR: 1.34, 95% CI: 1.02-1.75, p = 0.036), hypertension (adj. OR: 1.9, 95% CI: 1.39-2.6, p < 0.001), tobacco use (adj. OR: 1.66, 95% CI: 1.29-2.14, p < 0.001), and the presence of WMH (adj. OR: 1.43, 95% CI: 1.1-1.87, p = 0.008). Hyperlipidemia showed a marginal association (adj. OR: 1.34, 95% CI: 0.99-1.81, p = 0.061), while other variables such as sex and other racial/ethnic groups did not significantly alter the risk of MACE outcome. Discussion: Results indicate that African American race and presence of WMH in addition to common comorbidities independently increase the risk of MACE outcome.
Abstract TP302: Single and Combination Antithrombotics for Secondary Prevention in Embolic Stroke of Undetermined Source: Secondary Analysis of the CASPR Registry
Nour, Hassan Aboul , Thompson, Sean, Glover, Patrick , Daniel, Jean-Philippe, Yaghi, Shadi, Kirchhoffer, Kaitlyn, Kam, Wayneho , Leung, Lester Y. , Heaton, Sharon, Fernández, Albert J. Jovell, Dumitrascu, Oana M. , Gaudio, Elizabeth, Chahien, Dalia, Kathleen, Murphy, Shahrivari, Mahan, D’Souza, Maria , Khezri, Nicole, Rojas-Soto, Diana , Omran, Setareh Salehi , Aboul-Nour, Hassan , Daniel, Jean-Philippe, Yaghi, Shadi , Ro, Jennifer , Aziz, Yasmin , Sloane, Kelly L , Almallouhi, Eyad , Fernandez, Albert, Culbertson, Collin J , Elangovan, Cheran , Farooqui, Mudassir , Chen, Lucia , D'Souza, Marissa, Stamm, Brian , Stretz, Christoph , Nguyen, Thanh N. , Siegler, James E. , Jillella, Dinesh , Nahab, Fadi B

Stroke | January 30, 2025 | Volume: 56 | Issue: Suppl_1 | Pages: No page available

10.1161/str.56.suppl_1.tp302 Get It

Background: Multiple randomized clinical trials failed to show benefit of anticoagulation over antiplatelets in the secondary prevention for embolic stroke of undetermined source (ESUS). However, the benefit of combination antithrombotic regimens remains unexplored in the same patient population. Methods: This is a subgroup analysis of a multicenter retrospective observational cohort of consecutive adult patients with ESUS (n=27 sites, 2015-2024). Comparisons were made between patients treated with single (SAPT) or dual antiplatelet therapy (DAPT), exclusive anticoagulation (AC) (direct oral anticoagulant, vitamin K antagonist, low molecular weight heparin) and combination anticoagulation and antiplatelet therapy initiated within the first 7 days of index stroke. The primary composite outcome of recurrent ischemic stroke, major bleeding, or death was assessed using unadjusted and adjusted Cox proportional hazards regression. Secondary outcomes were individual outcomes of recurrent ischemic stroke, major bleeding, or death. Results: Of the 2201 included patients, 1456 (66.1%) were on SAPT, 527 (23.9%) were on DAPT, 195 (8.8%) were on exclusive AC and 23 (1.0%) were on AC+AP (all of which were on DAPT). Patients treated with AC+AP were older (median 66 years [IQR 51-78]), more likely to have history of hypertension, stroke, hyperlipidemia, PFO and left atrial enlargement. Compared to SAPT, all treatment strategies were associated with similar risk of the primary outcomes in the unadjusted and adjusted cox regression. Similarly, there was no difference in individual outcomes including recurrent stroke, major bleeding and death in the adjusted cox regression. However, there was an increased risk of major bleeding with AC+AP in the unadjusted cox regression (HR 4.0, [95% CI 1.2-12.8], p=0.02) but not in the adjusted model when compared to SAPT. Also, DAPT was associated with lower risk of death than SAPT in the unadjusted model (HR 0.61 [95% CI 0.4-0.8],p=0.005) but not the adjusted model. Additionally, when adjusted by the HASBLED score, there was no difference in major bleeding when AC+AP was compared to SAPT. Conclusion: Over 90% of ESUS patients in this cohort were prescribed SAPT or DAPT. Antithrombotic therapy with DAPT, exclusive AC, or AC+AP was not associated with any lower risk of recurrent ischemic stroke, major bleeding and death compared with SAPT in an unselected cohort of ESUS patients.
Abstract WP61: Automated Retinal Vascular Fractal Analysis Can Screen Presymptomatic Alzheimer’s Disease
Nikolova, Jennifer, Woodruff, Bryan K. , Dumitrascu, Oana M.

Stroke | January 30, 2025 | Volume: 56 | Issue: Suppl_1 | Pages: No page available

10.1161/str.56.suppl_1.wp61 Get It

Background: Retinal vasculopathy had been reported across the continuum of neurodegeneration. Retinal color fundus photography coupled with automated retinal vascular analysis offers potential to non-invazively screen for Alzheimer’s disease (AD) neurodegeneration. Amyloid positron emission tomography (PET) and apolipoprotein 4 (APOE4) carrier status are known biomarkers of AD risk. Herein, we examined the relationship between retinal vascular fractal dimensions in non-mydriatic color fundus photographs, amyloid-PET burden and APOE4 carrier status in a cohort of cognitively intact individuals. Methods: Our dataset included 91 macula-centered and 39 optic disc-centered images from 96 cognitively intact participants (29% male). 25 (26%) were amyloid-PET positive, defined as amyloid-PET standardized uptake value ratio centiloid cut-off > 20. AutoMorph software automatically determined retinal arteriolar and venular density, tortuosity and width, among other fractal dimensions. To test the effect of amyloid-PET status on the retinal vascular parameters, we used a generalized linear model compensated for age, sex and the interaction between APOE4 carrier and amyloid-PET status. We also compared amyloid-PET positive and negative subjects for vascular fractal dimensions correcting for age and gender. We adjusted for multiple comparisons using the False Discovery Rate correction and reported significant P values less than 0.05. Results: Compared to amyloid-PET negative, cognitively intact amyloid-PET positive cohort had greater mean age (71 vs 66 years, P=0.06), more males (60% vs 35%, P=0.02), more APOE4 carriers (P<0.001), similar vascular risk factors (hypertension, dyslipidemia, diabetes mellitus, smoking, P>0.05 for all) and significantly lower macular vessel tortuosity density (P=0.019). The amyloid-PET positive status had a significant effect on the retinal artery distance tortuosity (corrected P=8.75E-04, β=13.9, 95% CI [7.75-19.99]) and artery squared curvature tortuosity (corrected P=8.91E-10, β=464, 95% CI [359.10-569.15]). Conclusions: Automatically determined retinal vascular fractal dimension on non-mydriatic color fundus photographs predicts amyloid-PET burden in cognitively intact individuals. Future longitudinal studies should asssess the utility of automated quantitative retinal vasculopathy analysis to screen for presymptomatic AD.
Abstract WP58: Retinal Optical Coherence Tomography Abnormalities Associated with CADASIL: A Case-Control Study from the UK Biobank
Vallamchetla, Sai Krishna , Badr, Amro , Dumitrascu, Oana M. , Abdelkader, Omar, Shourav, Md Manjurul Islam , Li, Xin, Wang, Yalin , Meschia, James F. , Lin, Michelle J.

Stroke | January 30, 2025 | Volume: 56 | Issue: Suppl_1 | Pages: No page available

10.1161/str.56.suppl_1.wp58 Get It

Introduction: Cerebral autosomal dominant arteriopathy with subcortical infarcts and leukoencephalopathy (CADASIL) is an inherited cerebral small vessel disease, yet there is currently no biomarker for early detection. This study aims to identify retinal biomarkers of NOTCH3 carriers using optical coherence tomography (OCT) from the UK Biobank. Methods: We conducted a cross-sectional, matched case-control study of individuals with or without CADASIL from the UK Biobank between 2006 and 2010. All participants had retinal OCT scan and cognitive assessment. Cases were identified based on pathogenic NOTCH3 mutations and 1:1 matched with healthy controls based on age, sex, hypertension, diabetes mellitus, and smoking status. Baseline characteristics and cognitive test scores were compared using chi-square or Mann-Whitney-U test appropriately. Macular thickness (central, inner, and outer subfields) (Figure) and retinal nerve fiber layer (RNFL) thickness were compared using Wilcoxon signed-rank test. Results: Our analysis included 134 participants (67 CADASIL cases, 67 controls) with a mean age of 54±8 years. There were no differences in visual acuity between the two groups. CADASIL performed worse in prospective memory (0.043), verbal and numerical reasoning (p=0.178), visual memory (p=0.227), and processing speed (p=0.101) than matched controls. Participants with CADASIL had significantly thinner macular inner subfield at the superior (p=0.006), temporal (p=0.008), and nasal (p=0.034) quadrants, and significantly thinner RNFL (p=0.008) compared to controls (Table). Conclusion: Individuals with CADASIL have reduced thickness in the inner macular subfield and RFNL relative to matched controls. These retinal group differences were not associated with differences in visual acuity and may reflect early pericyte dysfunction and microvascular ischemia. Longitudinal studies are needed to assess the temporal relationship between these retinal changes and disease progression.
Abstract 64: Optimized Transient Ischemic Attack Management Workflow Improves Administrative and Cost Efficiency
Lee, Eun Hye , Chaudhary, Hira, Vanderhye, Vanesa, Urumov, Andrej, Dumitrascu, Oana M. , Urumov, Andrej , Demaerschalk, Bart M.

Stroke | January 30, 2025 | Volume: 56 | Issue: Suppl_1 | Pages: No page available

10.1161/str.56.suppl_1.64 Get It

Introduction: Previous studies have established the safety and economic benefits of outpatient Transient Ischemic Attack (TIA) management, highlighting reduced expenses for outpatient evaluation. This context underscores the potential advantages of refined outpatient TIA management, a focus of our study, through the implementation of a novel expedited outpatient TIA workflow and assessment of its economic, administrative and clinical impact. Methods: We implemented a novel TIA pathway including streamlined assessments by emergency department (ED) physicians, a structured expedited set of diagnostic tests and outpatient follow-up with vascular neurologists within 48-72 hours of ED presentation. We conducted a retrospective cost-efficacy analysis, contrasting two phases: pre-implementation (standard ED-to-hospital admission TIA workflow from May 1, 2020 - December 31, 2020) and post-implementation (ED-to- outpatient TIA workflow from May 1, 2021 - December 31, 2021). We also compared the clinical outcomes of patients with a final diagnosis of TIA or minor ischemic stroke syndrome from the implementation cohort (May 2021-May 2022) with those from an ABCD2-matched inpatient TIA cohort evaluated in the pre-implementation period (2017-2021). Results: The newly implemented outpatient TIA workflow resulted in a 7% decrease in admissions to hospital observation status, 14.8% reduction in hospital admissions, whereas ED discharge rates rose by 20.4%. Within 8 months, these changes equated to 21 fewer hospitalizations or admissions, reducing costs by approximately $103,320 (Figure1). Laboratories, diagnostic imaging, and neurology evaluations were completed faster in the inpatient pathway. Both pathways had similar vascular risk factors and outcomes regarding final diagnosis, - diagnostic testing achieved, preventative treatments prescribed, stroke/TIA recurrences, re-admissions, TIA-related morbidity and mortality, and related ED return visits (Table 1). Conclusion: The deployment of an optimized outpatient TIA management workflow at Mayo Clinic Arizona had demonstrated improved administrative and cost efficiency, with similar clinical outcomes as inpatient TIA pathway. This investigation corroborates the efficacy of workflow enhancements in outpatient TIA settings and suggests a scalable model for analogous strategies in other medical centers.
Abstract WP300: Anticoagulation versus antiplatelet for secondary prevention in embolic stroke of undetermined source: The Cardiac Abnormalities in Stroke Prevention and Risk of Recurrence Study
Penckofer, Mary , Eklund, Kelsey , Stretz, Christoph, Kerrigan, Deborah , Ali, Hamid , Nour, Hassan Aboul , Melkumova, Emiliya , Dumitrascu, Oana M. , Doolittle, Charles, Yahnke, Ian, Sathya, Anvitha , Brown, Samantha , Kang, Jieun, Bowman, Anna, Shahrivari, Mahan, Alvi, Muhammad , Krishnaiah, Balaji , Kam, Wayneho , Farooqui, Mudassir, Rojas-Soto, Diana , Thottempudi, Neeharika, Nedelcu, Simona, Smith, Matthew , Herpich, Franziska , Glover, Patrick , Chahien, Dalia, Sehgal, Siddharth, Linares, Guillermo , Daniel, Jean-Philippe, Kasab, Sami Al , Singh, Eesha , D’Souza, Maria , Gaudio, Elizabeth, Yaghi, Shadi, Omran, Setareh Salehi , Thon, Jesse , Brown, Samantha J , Aboul-Nour, Hassan , Melkumova, Emiliya , Siegler, James E. , Goicoechea, Elena Badillo, Stretz, Christoph , Lineback, Christina , Khasiyev, Farid , Havenon, Adam de , Culbertson, Collin J , Jillella, Dinesh , Doolittle, Charles, Brorson, James R. , Elangovan, Cheran , Sloane, Kelly L , Farooqui, Mudassir , Nahab, Fadi B , Sharma, Richa , Thottempudi, Neeharika , Nedelcu, Simona , Liebeskind, David S. , Daniel, Jean-Philippe, D'Souza, Marissa, Aziz, Yasmin , Yaghi, Shadi

Stroke | January 30, 2025 | Volume: 56 | Issue: Suppl_1 | Pages: No page available

10.1161/str.56.suppl_1.wp300 Get It

Introduction: Four randomized clinical trials have not demonstrated the superiority of anticoagulation over antiplatelet therapy in the prevention of recurrent embolic stroke of undetermined source (ESUS). In this multicenter observational cohort study, we evaluated long-term outcomes associated with various antithrombotic strategies according to potential embolic sources. Methods: A multicenter retrospective observational cohort of consecutive adult patients with ESUS was queried (n=27 sites). Comparisons were made between patients treated with single or combination antiplatelet therapy versus anticoagulation (direct oral anticoagulant, vitamin K antagonist, low molecular weight heparin) with or without antiplatelet therapy initiated within 7 days of stroke. The primary composite outcome of recurrent stroke, major bleeding, or death was assessed using unadjusted and adjusted Cox proportional hazards regression, with clustering by site. Causal inference was assessed using inverse probability of treatment weighted regression adjustment (IPTWRA), accounting for propensity for antiplatelet treatment, with effect estimates summarized as the average treatment effect (ATE) over time (in days). Adjusted models accounted for age, stroke severity, vascular risk factors, and major categories of potential embolic sources. Results: Of the 2201 included patients (n=218 treated with anticoagulation) followed over a median of 564 days (interquartile range [IQR] 154-1124), the median age was 65y (IQR 54-74) and 49.8% were female. Patients treated with anticoagulation were older with more frequent previous stroke, concomitant left ventricular dysfunction, and more severe deficits. Over 4541 person-years of follow-up, the annualized incidence rate of the primary outcome was 14.6% (95% confidence interval [CI], 13.6%-15.8%). Compared to anticoagulation, antiplatelet(s) use was not associated with a lower risk of the primary outcome in the adjusted Cox model (HR 0.91, 95% CI, 0.64-1.29) or in the IPTWRA model (average treatment effect 0.14, 95% CI, -1376.6 to 1376.9). Major bleeding events trended toward significance in the adjusted Cox model (HR 0.51, 95% CI 0.25-1.04) but were no different with IPTWRA (ATE 58.9, 95% CI, -125.4 to 243.2). Conclusions: These results validate the observations of randomized trials indicating a lack of benefit of anticoagulation over antiplatelet therapy in ESUS. A more detailed analysis of heterogeneity of treatment effect is under way.
Abstract TP279: Predictive Modeling of Major Adverse Cardiovascular Events (MACE) in Patients with Migraine: Differential Performance for Ischemic and Hemorrhagic Stroke Outcomes
Tariq, Amara , Dumitrascu, Oana M. , Dumkrieger, Gina , Schwedt, Todd J. , Chong, Catherine D. , Banerjee, Imon

Stroke | January 30, 2025 | Volume: 56 | Issue: Suppl_1 | Pages: No page available

10.1161/str.56.suppl_1.tp279 Get It

Introduction: Prior data suggest that migraine increases the risk of stroke. However, there is a lack of understanding whether specific migraine features like white matter hyperintensities (WMH) commonly found on brain magnetic resonance (MR) imaging in migraine patients and migraine medications might contribute to Major Adverse Cardiovascular Event (MACE) outcomes including ischemic and hemorrhagic stroke. We assess MACE risk estimation model stratified by event types using Mayo Clinic Electronic Health Record (EHR) data. Methods: Case and control sets, based on MACE occurrence among migraine patients at Mayo Clinic Neurology Department, were propensity matched on age, sex, and MACE risk-factors (atrial fibrillation, diabetes, hyperlipidemia, hypertension, tobacco use) to capture migraine-specific predictors ( Figure 1) . Migraine medications were categorized into 9 classes; Triptans, Ditans, Gepants, Ergots, calcitonin gen-related peptide targeting medications (CGRPs), Beta-blockers, Topiramate, Tricyclic antidepressants, serotonin-norepinephrine reuptake inhibitors (SNRIs). Demographics (age and sex), migraine characteristics (chronic migraine, migraine with aura), and presence of WMH on MR imaging were curated. To model non-linear relationship between predictors, two comparative Random Forest (RF) models were evaluated for MACE prediction; i) Model-1: using demographics, migraine characteristics and WMH, ii) Model-2: medications, demographics, migraine characteristics and WMH ( Table 1) . Results: Model-2 outperformed Model-1 indicating combined interaction between medications, WMH, and migraine characteristics for estimating MACE risk. Model-2 achieved AUC of 0.68 for overall MACE, but showed higher performance for ischemic stroke (AUC 0.76). We visualized the effects of input features on ischemic stroke risk for four individual patients using SHAP force plots ( Figure 2 ). The model often considered use of betablockers, chronic migraine, and presence of WMH as factors for increasing ischemic stroke risk. Discussion: Our experiments show that medications, migraine features, WMH and demographics are more effective estimators for ischemic risk stroke risk compared to overall MACE risk, indicating stronger predictive correlation between ischemic stroke and migraine related clinical features. Interestingly, the model inferred the clinical practice pattern of not prescribing Triptans (TRIPTAN=0) to the patients with high risk of stroke from the data itself.
Abstract TP275: Impact of Insurance Status on Risk of Stroke Recurrence with Incident Cryptogenic Stroke: A secondary analysis of the CASPR study
Penckofer, Mary , Goldstein, Eric, Kathleen, Murphy, Smith, Matthew , Bowman, Anna, Daniel, Jean-Philippe, Peter, Shani , Gaudio, Elizabeth, Thacker, Quentin, Nelson, Ashley, Sathya, Anvitha , Kam, Wayneho , Kang, Jieun , Thompson, Sean, Glover, Patrick , Sehgal, Siddharth, Xi, Romi, Sarkar, Monica , Melkumova, Emiliya , Abburi, Nandini , Rothstein, Aaron , Thon, Jesse , Thottempudi, Neeharika, Nour, Hassan Aboul , Eklund, Kelsey , Rozental, Stefano, Dumitrașcu, Oana , Kerrigan, Deborah , Kasab, Sami Al , Peshwe, Krithika Umesh, Luan, Cindy, Doolittle, Charles, Leung, Lester Y. , Linares, Guillermo , Khezri, Nicole, Nedelcu, Simona , Omran, Setareh Salehi , Aboul-Nour, Hassan , Melkumova, Emiliya , Nahab, Fadi B , Daniel, Jean-Philippe, Stretz, Christoph , Ro, Jennifer , Thottempudi, Neeharika , Farooqui, Mudassir , Rozental, Stefano Freitas Andrade, Sharrief, Anjail , Almallouhi, Eyad , Doolittle, Charles, Lineback, Christina , Kala, Narendra , Yaghi, Shadi , Siegler, James E.

Stroke | January 30, 2025 | Volume: 56 | Issue: Suppl_1 | Pages: No page available

10.1161/str.56.suppl_1.tp275 Get It

Background: It is known that there are discrepancies between insurance status and access to care for a variety of health conditions. In addition, differences have been shown in initial in-hospital management of stroke as well as outcomes in the acute setting. We sought to examine the relationship between insurance status and risk of recurrent stroke, major bleeding or death following an incident cryptogenic stroke. Methods: Patients with cryptogenic stroke included in a multicenter (n=27 sites) retrospective observational cohort and complete insurance status were evaluated for a primary composite outcome of recurrent stroke, major bleeding, or death. Insurance providers were categorized by Private/Veterans Administration, Medicare, Other, and Medicaid/pending/None, with the primary carrier ranked in that order when multiple insurance carriers applied. Descriptive statistics and an adjusted Cox proportional hazards regression were used to associate the primary insurance provider with the composite outcome, and with each unique secondary outcome, adjusting for age, stroke severity, pre-stroke disability, atherosclerotic risk factors, and potential embolic sources (e.g., patent foramen ovale). Results: Of the 2201 patients, 2006 (91.1%) had reported insurance information and were followed for a median of 1.50 years (interquartile range [IQR 0.41 - 2.99y]). The majority of patients were primary Medicare beneficiaries (42.3%), followed by private insurance (36.7%), Medicaid/none (18.1%) and Other (2.9%). Although there were important differences in demographic and neurodiagnostic results across insurance groups, compared to Private/VA beneficiaries, beneficiaries for Medicaid/pending/none had a higher rate of the composite outcome in adjusted regression (adjusted hazard ratio [HR] 1.35, 95% confidence interval [CI], 1.07-1.69) which was driven largely by the higher rate of recurrent stroke (adjusted HR 1.33, 95%CI, 1.02-1.73) with no significant difference in rate of major bleeding or death (p>0.05 for both). Conclusions: Independent of age, race, pre-existing disability, and atherosclerotic risk factors, insurance status was independently predictive of recurrent stroke in this diverse cohort of cryptogenic stroke.