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October, 2026
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Muhammad Alvi: CASPR Study Explores Treatment Response Across ESUS Phenotypes
Oct 11, 2026, 15:31

Muhammad Alvi: CASPR Study Explores Treatment Response Across ESUS Phenotypes

Mud Alvi, Professor and Vice Chair of Neurology at West Virginia University, shared a post on LinkedIn about a recent article he and his colleagues co-authored, published in Annals of Clinical and Translational Neurology, adding:

“Excited to share our new paper in Annals of Clinical and Translational Neurology: ‘Anticoagulation Treatment Response Among Phenotypic ESUS Clusters: Evidence From CASPR.’

Does one size fit all in cryptogenic stroke?

Using causal inference methods in 1,869 patients with ESUS, we found:

  • Three distinct phenotypic clusters with significantly different risks of recurrent stroke, major bleeding, or death
  • No population-level benefit of anticoagulation over antiplatelet therapy
  • But cluster membership did not predict who responds to anticoagulation
  • Higher LVEF and a history of cancer were associated with better outcomes on antiplatelet therapy over anticoagulation

The takeaway: risk phenotypes and treatment response are not the same thing.

Causal inference tools like these may help us move past ‘ESUS’ as a single bucket toward more individualized antithrombotic decisions.

Huge congratulations to Dr. Elena Badillo Goicoechea, who led this substudy, and to Jim Siegler, the driving force behind the CASPR studies.

Grateful to our co-authors and collaborating centers for making this work possible.”

Title: Anticoagulation Treatment Response Among Phenotypic ESUS Clusters: Evidence From CASPR

Authors: Elena Badillo Goicoechea, Patrick Ellsworth, James E. Siegler, James R. Brorson, Christina M. Lineback, Frank G. Conyers, Deborah Kerrigan, Kelsey Eklund, Shadi Yaghi, Farid Khasiyev, Emiliya Melkumova, Collin J. Culbertson, Marissa D’Souza, Dinesh V. Jillella, Patrick Glover, Hassan Aboul-Nour, Fadi Nahab, Mahan Shahrivari, Simona Nedelcu, David S. Liebeskind, Matthew M. Smith, Aaron Rothstein, Anna Bowman, Alicia Zha, Narendra Kala, Ahmad Abu Qdais, Sami Al Kasab, Mudassir Farooqui, Diana Rojas-Soto, Yasmin Aziz, Franziska Herpich, Jean-Philippe Daniel, Sean L. Thompson, Vivek Patel, Thanh N. Nguyen, Siddharth Sehgal, Wenzheng Yu, Wayneho Kam, Russel Van Coevering, Oana M. Dumitrascu, Muhammad Alvi, Balaji Krishnaiah, Setareh Salehi Omran, Guillermo Linares, Eesha Singh, Hamid Ali, Mary Penckofer, Jesse M. Thon, Shani Mannion, Dalia Chahien, Lucia Chen, Fawad Talat, Mehdi Abbasi, Richa Sharma

Muhammad Alvi: CASPR Study Explores Treatment Response Across ESUS Phenotypes

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