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5 citation(s) found for "Badillo‐Goicoechea, Elena".

Recurrent Stroke in Patients With Cryptogenic Stroke and Left Ventricular Injury: The Cardiac Abnormalities in Stroke Prevention and Recurrence (CASPR) Study
Sharma, Richa, McNamara, Katelyn F. , Goicoechea, Elena Badillo, Bowman, Anna , Coevering, Russell J. Van , Chen, Lucia , Penckofer, Mary, Singh, Eesha , Kerrigan, Deborah, Nahab, Fadi, Glover, Patrick , Krishnaiah, Balaji , Yaghi, Shadi, Khasiyev, Farid, Lineback, Christina, Melkumova, Emiliya , Nguyen, Thanh N., Thompson, Sean, Daniel, Jean-Philippe Auguste, Aziz, Yasmin, Alvi, Muhammad , Herpich, Franziska , Shahrivari, Mahan, Chionatos, Rafail , Elangovan, Cheran, Kang, Jieun, Zha, Alicia , Farooqui, Mudassir, Rothstein, Aaron, Khan, Farhan, Smith, Matthew , Brown, Samantha, Qdais, Ahmad Abu, Liebeskind, David S., Abburi, Nandini , Rozental, Stefano, Nedelcu, Simona , Thon, Jesse M., Stretz, Christoph, Thottempudi, Neeharika, Yu, Wenzheng, Eklund, Kelsey , Linares, Guillermo, Havenon, Adam de, Siegler, James E., Liebeskind, David S. , Sharma, Richa , Brown, Samantha , Lineback, Christina , Penckofer, Mary , Kerrigan, Deborah , Badillo‐Goicoechea, Elena , Sharma, Richa , Goicoechea, Elena Badillo , Van Coevering, Russell J , Penckofer, Mary , Kerrigan, Deborah , Aboul-Nour, Hassan , Nahab, Fadi B , Krishnaiah, Balaji , Yaghi, Shadi , Khasiyev, Farid , Lineback, Christina M , Melkumova, Emiliya , Culbertson, Collin J , Nguyen, Thanh N , Jillella, Dinesh V , Aziz, Yasmin , Herpich, Franziska , Chionatos, Rafail A , Elangovan, Cheran , Zha, Alicia , Farooqui, Mudassir , Rothstein, Aaron , Khan, Farhan , Smith, Matthew M , Brown, Samantha J , Abu Qdais, Ahmad , Liebeskind, David S. , Abburi, Nandini , Nedelcu, Simona , Thon, Jesse , Stretz, Christoph , Eklund, Kelsey , Linares, Guillermo , de Havenon, Adam H , Siegler, James E , Daniel, Jean-Philippe Auguste , Nour, Hassan Aboul , Yaghi, Shadi , Nguyen, Thanh N. , Jillella, Dinesh , Aziz, Yasmin , Elangovan, Cheran , Rothstein, Aaron , Khan, Farhan , Rozental, Stefano Freitas Andrade, Thon, Jesse , Stretz, Christoph , Thottempudi, Neeharika , Yu, Wenzheng, Linares, Guillermo , Havenon, Adam de , Siegler, James E.

Stroke | March 2, 2026 | Volume: 57 | Issue: 5 | Pages: 1175-1186

10.1161/strokeaha.125.053755 | PMID 41766531 Get It

BACKGROUND: Left ventricular (LV) dysfunction is a potential cardioembolic source of ischemic stroke, but its role in recurrent stroke risk and treatment response remains unclear. We explore whether LV injury associates with the risk of recurrent stroke and modifies the association between anticoagulation and stroke recurrence using real-world data. METHODS: We performed a multicenter, retrospective study of Cardiac Abnormalities in Stroke Prevention and Recurrence cohort across 27 US sites. Patients with LV ejection fraction ≥20% were included. LV injury, defined as LV ejection fraction 20% to 40% and wall motion abnormality, was the primary exposure and treatment effect modifier. The treatment of interest was anticoagulant versus antiplatelet therapy. The composite outcome included recurrent stroke, major bleeding, or death. Outcomes were evaluated using unadjusted and inverse probability weighting adjusted Cox proportional hazards models, with treatment effect modification tested by LV injury status. RESULTS: Among 2685 patients enrolled, 2328 with complete data were analyzed (median age, 65 years; 49.8% female; median follow-up, 1.6 years). LV injury was present in 310 patients (13.3%). Overall, 535 events occurred: 258 recurrent ischemic strokes, 28 hemorrhagic strokes, 67 major hemorrhages, and 256 deaths. LV injury was associated with a higher unadjusted risk of the primary outcome (hazard ratio [HR], 1.51 [95% CI, 1.21–1.87]), though nonsignificant after inverse probability weighting adjustment (adjusted HR, 1.29 [95% CI, 0.97–1.70]). In the LV injury subgroup, anticoagulation versus antiplatelet therapy was associated with a lower risk of the primary outcome (adjusted HR, 0.24 [95% CI, 0.10–0.59]), relative to the non-LV injury subgroup (adjusted HR, 1.28 [95% CI, 0.83–1.95]; p[LV-interaction], 0.001). Similar interactions were seen for EF 20% to 40% (versus >40%; adjusted HR, 0.19 [95% CI, 0.04–0.86]; p[LV-interaction], 0.001) and wall motion abnormality (versus no wall motion abnormality; adjusted HR, 0.33 [95% CI, 0.15–0.73]). CONCLUSIONS: After cryptogenic stroke, anticoagulation in those with LV injury was associated with lower rates of recurrent stroke, major bleeding, and death. These findings warrant confirmation in a dedicated randomized controlled trial. REGISTRATION: URL: https://www.clinicaltrials.gov ; Unique identifier: NCT06398366.
Abstract A038: Evaluation of Recurrent Stroke Risk and Anticoagulation Treatment Response among Phenotypically Similar Clusters of Patients with ESUS
Goicoechea, Elena Badillo, Conyers, Frank, Kerrigan, Deborah, Eklund, Kelsey , Yaghi, Shadi, Khasiyev, Farid, Melkumova, Emiliya , Glover, Patrick , Nahab, Fadi, Shahrivari, Mahan, Nedelcu, Simona , Liebeskind, D, Smith, M. D., Zha, Alicia , Kasab, Sami Al, Farooqui, Mudassir, Rojas-Soto, Diana , Aziz, Yasmin, Herpich, Franziska , Nguyen, Thanh N., Kam, Wayneho , Dumitrascu, Oana, Alvi, Muhammad , Krishnaiah, Balaji , Omran, Setareh Salehi , Linares, Guillermo , Singh, Eesha , Penckofer, Mary, Thon, Jesse, Mannion, Shani, Abbasi, Mehdi, Sharma, Richa, Siegler, James E. , Lineback, Christina , Kerrigan, Deborah , Yaghi, Shadi , Culbertson, Collin J , Jillella, Dinesh , Nour, Hassan Aboul , Sloane, Kelly L , Kasab, Sami Al , Farooqui, Mudassir , Aziz, Yasmin , Nguyen, Thanh N. , Penckofer, Mary , Thon, Jesse , Peter, Shani , Sharma, Richa

Stroke | January 29, 2026 | Volume: 57 | Issue: Suppl_1 | Pages: No page available

10.1161/str.57.suppl_1.a038 Get It

Introduction: Embolic stroke of undetermined source (ESUS) is a clinical construct encompassing heterogenous possible mechanisms of incident stroke, potentially with variable responsiveness to anticoagulation and antiplatelet treatment. This study aims to identify differences in recurrent stroke risk based on phenotypic clusters in an ESUS population, and whether some clusters may benefit relatively more from anticoagulation over antiplatelet therapy. Methods: We identified patient phenotypes from a multicenter, retrospective cohort study of 1909 ESUS patients by dividing them into groups using Partitioning Around Medoids (PAM) with correlation-weighted Gower distance over 23 baseline demographic, clinical, laboratory, radiographic, and cardiac features. We confirmed optimal clustering at 3 groups. We assessed cluster associations with time to recurrent stroke using Kaplan-Meier survival analysis. We then employed a causal survival forest to estimate conditional average treatment effects (CATE) of anticoagulation versus antiplatelet therapy using the same baseline features as predictors with a 365-day horizon for restricted mean survival time differences. Finally, we used best linear projection to identify baseline features predictive of treatment effect and assessed whether effects differed significantly by cluster. Results: Cluster 1 (n=542) identified a low-risk, younger sample with minimal baseline disability and comorbidity burden. Cluster 2 (n=743) comprised a moderate-risk phenotype with intermediate comorbidity. Cluster 3 (n=626) represented the oldest and highest-risk phenotype. Kaplan-Meier analysis demonstrated significant differences in stroke-free survival across patient clusters (p < 0.001), where Cluster 1 experienced the lowest recurrent stroke rate and Cluster 3 had the highest. The clustering algorithm successfully identified clinically meaningful phenotypes with distinct risk profiles. While CATE varied across clusters, the differences were not statistically significant. Conclusion: In a multicenter ESUS population, we identified 3 distinct phenotypic clusters, each comprising nearly one-third of the sample and with a differential risk of recurrent stroke. Although cluster was not a significant effect modifier, substantial CATE variability by cluster was observed. Future clinical trials may consider evaluating secondary stroke prevention therapies among phenotypically similar patients who may respond differentially to novel therapies.
Intracranial Occlusion in Cryptogenic Stroke Is Not Predictive of Recurrent Ischemic Stroke: A Propensity‐Score Matched Analysis of the Cardiac Abnormalities in Stroke Prevention and Risk of Recurrence Study
Brorson, James R. , Badillo‐Goicoechea, Elena , Penckofer, Mary , Eklund, Kelsey , Stretz, Christoph , Lineback, Christina M. , Khasiyev, Farid , Kerrigan, Deborah , Lewis, Skylar, Ali, Hamid , Melkumova, Emiliya , Dumitrascu, Oana M. , Parikh, Parth , Doolittle, Charles, Yahnke, Ian, Sathya, Anvitha , Brown, Samantha , Kang, Jieun, Bowman, Anna, Shahrivari, Mahan, Sehgal, S , Alvi, Muhammad , Krishnaiah, Balaji , Kam, Wayneho , Kothari, Sachin , Qdais, Ahmad Abu, Quintela, Gustavo Antezana, Sharma, Richa, Thottempudi, Neeharika, Nedelcu, Simona , Herpich, Franziska , Glover, Patrick , Chahien, Dalia, Liebeskind, David S. , Linares, Guillermo , Daniel, Jean‐Philippe, Kasab, Sami Al , Singh, Eesha , D’Souza, Maria , Gaudio, Elizabeth, Kala, Narendra , Sarkar, Monica , Coevering, Russell J. Van , Thon, Jesse , Thompson, Sean, Lineback, Christina , Brorson, James R , Penckofer, Mary , Eklund, Kelsey , Stretz, Christoph , Lineback, Christina M , Khasiyev, Farid , Kerrigan, Deborah , Ali, Hamid , Aboul-Nour, Hassan , de Havenon, Adam H , Culbertson, Collin J , Melkumova, Emiliya , Jillella, Dinesh V , Dumitrascu, Oana M , Parikh, Parth , Sathya, Anvitha , Brown, Samantha J , Elangovan, Cheran , Sehgal, Siddharth , Sloane, Kelly L , Krishnaiah, Balaji , Kam, Wayneho , Kothari, Sachin , Farooqui, Mudassir , Nahab, Fadi B , Sharma, Richa , Nedelcu, Simona , Herpich, Franziska , Liebeskind, David S. , Linares, Guillermo , Al Kasab, Sami , Aziz, Yasmin , Yaghi, Shadi , Goldstein, Eric D , Van Coevering, Russell J , Thon, Jesse , Stamm, Brian , Siegler, James E , Lineback, Christina M , Daniel, Jean-Philippe Auguste , Smith, Matthew M. , Nour, Hassan Aboul , Havenon, Adam de , Jillella, Dinesh , Doolittle, Charles, Elangovan, Cheran , Sharma, Richa , Thottempudi, Neeharika , D'Souza, Marissa, Aziz, Yasmin , Yaghi, Shadi , Goldstein, Eric , Chen, Lucia , Stamm, Brian , Siegler, James E.

Journal of the American Heart Association | September 25, 2025 | Volume: 14 | Issue: 19 | Pages: No page available

10.1161/jaha.125.041500 | PMID 40996035 Get It

Background Intracranial occlusions in embolic stroke of undetermined source are histopathologically similar to cardiac sources of embolism. Whether patients with embolic stroke of undetermined source and intracranial occlusion benefit from anticoagulation is unknown. Methods A multicenter retrospective cohort of adults with cryptogenic stroke was queried for patients with proximal or medium/distal vessel occlusion. The primary outcome was recurrent ischemic stroke, which was assessed in unadjusted and adjusted Cox proportional hazards models and repeated following 1:1 propensity score matching and biweight kernel density matching. Results Of the 2328 patients who were followed over a median of 1.31 years (interquartile range, 0.34–2.85), 999 (42.6%) had an intracranial occlusion. When compared with patients without an intracranial occlusion, those with an occlusion had fewer atherosclerotic vascular risk factors, more severe symptoms, and less severe cerebral microvascular disease. The rate of recurrent stroke was similar between patients with versus without an intracranial occlusion (6.8%/year [95% CI, 5.7–8.2] versus 7.0%/year [95% CI 6.0–8.1]; adjusted hazard ratio [HR], 1.09 [95% CI, 0.77–1.55]). There was no association between occlusion and recurrent stroke in the adjusted propensity score matching (HR, 1.01 [95% CI, 0.64–1.59]) or kernel density models (HR, 0.95 [95% CI, 0.62–1.45]). There was no interaction between occlusion and treatment with anticoagulation, sex, age, or high‐risk sources of embolism for the primary outcome in the unmatched and matched analyses. Conclusions Intracranial occlusion in patients with embolic stroke of undetermined source is not associated with a greater risk of recurrence when compared with patients without an intracranial occlusion. There was no difference in rate of recurrent stroke with anticoagulation when stratified by presence or absence of occlusion.
Outcomes of Patients With Embolic Stroke of Undetermined Source Treated With Antiplatelet Agents or Anticoagulation
Siegler, James E. , Badillo‐Goicoechea, Elena , Penckofer, Mary , Eklund, Kelsey , Yaghi, Shadi , Stretz, Christoph , Lineback, Christina , Stamm, Brian , Peter, Shani , D’Souza, Marissa , Conyers, Frank, Khasiyev, Farid , Kerrigan, Deborah , Lewis, Skylar, Ali, Hamid , Nour, Hassan Aboul , Sharma, Richa, Glover, Patrick , Thompson, Sean, Alshaer, Qasem , Thottempudi, Neeharika, Melkumova, Emiliya , Chionatos, Rafail , Daniel, Jean-Philippe Auguste, Frankel, Michael , Dumitrașcu, Oana , Parikh, Parth , Doolittle, Charles, Yahnke, Ian, Sathya, Anvitha , Kang, Jieun , Kirchhoffer, Kaitlyn, Bowman, Anna, Smith, M. J., Asabere, Aaron, Shahrivari, Mahan, Sheibani, Nazanin , Krishnaiah, Balaji , Gaudio, Elizabeth, Rothstein, Aaron , Alvi, Muhammad M. , Annam, Saketh , Amankwah, Curtis , Kam, Wayneho , Abburi, Nandini , Rojas-Soto, Diana , Molaie, Amir , Khezri, Nicole, Zubair, Adeel , Abbasi, Mehdi , Coevering, Russell J. Van , Nedelcu, Simona , Herpich, Franziska , Chahien, Dalia, Sehgal, Siddharth, Liebeskind, David S. , Linares, Guillermo , Zha, Alicia , Sarkar, Monica , Xi, Romi, Nelson, Ashley, Qdais, Ahmad Abu, Kasab, Sami Al , Singh, Eesha , Patel, Vivek , Mehndiratta, Prachi , DeMarco, Alexis, Cucchiara, Brett , Omran, Setareh Salehi , Dubinski, Michael , Ackerman, Jiyoun, Thon, Jesse , Brown, Samantha , Siegler, James E , Goicoechea, Elena Badillo , Lineback, Christina M , Conyers, F Garrett , Aboul-Nour, Hassan , Sharma, Richa , Nahab, Fadi B , Glover, Patrick , Alshaer, Qasem N , de Havenon, Adam H , Melkumova, Emiliya , Chionatos, Rafail A , Jillella, Dinesh V , Frankel, Michael R , Dumitrascu, Oana M , Sathya, Anvitha , Smith, Matthew M , Brorson, James R , Elangovan, Cheran , Krishnaiah, Balaji , Sloane, Kelly L , Rothstein, Aaron , Alvi, Muhammad M , Kam, Wayneho , Abburi, Nandini , Farooqui, Mudassir , Molaie, Amir , Zubair, Adeel , Abbasi, Mehdi , Van Coevering, Russell J , Nedelcu, Simona , Liebeskind, David S. , Linares, Guillermo , Zha, Alicia , Abu Qdais, Ahmad , Al Kasab, Sami , Aziz, Yasmin , Mehndiratta, Prachi , Sharrief, Anjail , Cucchiara, Brett L , Salehi Omran, Setareh , Nguyen, Thanh N , Thon, Jesse , Yaghi, Shadi , Stretz, Christoph , Penckofer, Mary , Khasiyev, Farid , Brown, Samantha J , Eklund, Kelsey , Stamm, Brian , Daniel, Jean-Philippe Auguste , D'Souza, Marissa , Sharma, Richa , Thottempudi, Neeharika , Havenon, Adam de , Culbertson, Collin J , Jillella, Dinesh , Daniel, Jean-Philippe Auguste, Ro, Jennifer , Brown, Samantha, Doolittle, Charles, Brorson, James R. , Asabere, Aaron, Elangovan, Cheran , Chen, Lucia , Aziz, Yasmin , Nguyen, Thanh N. , Ackerman, Jiyoun

Neurology | July 3, 2025 | Volume: 105 | Issue: 3 | Pages: No page available

10.1212/wnl.0000000000213876 | PMID 40609061 Get It

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.