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Amplifying Our Voices: Fostering Advocacy in Infectious Diseases Fellowship
Paras, Molly L , Stead, Wendy , Bisono, Bismarck , Pottinger, Paul S. , Aziz, Rania S Abdel, Aziz, Mariam, Balba, Gayle , Blackburn, Brian G. , Butt, Saira , Chow, Brian , Graber, Christopher J. , Muñoz-Gómez, Sigridh , Pellegrino, Rachael , Schultz, Sara , Shnekendorf, Rachel, Jezek, Amanda, Martin, Allan , Group, For the Infectious Diseases Society of America Training Program Directors Community of Practice and Working, Angarone, Michael , Arnold, Forest, Bartash, Rachel , Bhanot, Nitin , Bhatt, Pinki J. , Bittner, Marvin J. , Blyth, Dana M , Carey, A., Cerne, Carlie, Donaghy, Henry, Echevarria, Leonor, Jose, Jo-Ann, Kodiyanplakkal, Rosy Priya , Román, F, Garcia, Luis Medina, Lora, Alfredo J Mena , Miko, Benjamin A. , Mitra, Subhashis , Osorio, Georgina, Patel, Mukesh, Pinargote, Paulette, Salas, Natalie Mariam , Sellers, Christopher J., Tang, Michael , Tischendorf, Jessica S , Trinh, Sonya, Viehman, J Alex, Vielemeyer, Ole, Wooten, Darcy , Bisono Garcia, Bismarck , Martin, Arlene , Luther, Vera P , Pottinger, Paul , Aziz, Rabita, Luther, Vera , Group, For the Infectious Diseases Society of America Training Program Directors Community of Practice and Working, Arnold, Forest, Bhowmick, Tanaya , Carey, Adrienne L, Dare, Ryan K , Jose, Jo-Ann, Gil, Raul Macias , Roman, Francisco Machiavello, Garcia, Luis Medina, Razonable, Raymund R. , Trinh, Sonya, Viehman, J Alex

Open Forum Infectious Diseases | November 9, 2025 | Volume: 12 | Issue: 12 | Pages: No page available

10.1093/ofid/ofaf677 | PMID 41322240 Get It

Abstract Advocacy has long been at the core of the infectious diseases (ID) field, with clinicians and researchers advocating to ensure patients can access the care they need on an individual and global scale. The Infectious Diseases Society of America Training Program Directors’ (PD) Committee met in 2024 and discussed ways that advocacy is and should be incorporated into fellowship training, as well as highlighted the role PDs play in advocating for their trainees. Policies with a negative impact on ID clinical care, public health, and research underscore the importance of mobilizing the field of ID to advocate for the patients and communities we serve, as well as for ourselves. This paper presents ideas generated at this meeting and is meant to serve as a reference for ID PDs, as well as the wider ID community, as a call to action for teaching and participating in advocacy work.
Meeting Report: Inaugural Introduction to Clinical Research for Academic Anesthesiologists Course
Rolfzen, Megan L. , Li, Fei , Zhu, Alyssa C. , Daxon, Benjamin T. , Walpole, Joseph , Li, Flora, Singla, Priyanka

A&A Practice | November 7, 2025 | Volume: 19 | Issue: 11 | Pages: e02087

10.1213/xaa.0000000000002087 | PMID 41201303 Get It

The first Introduction to Clinical Research for Academic Anesthesiologists (ICRAA) Course took place from July 2024 through April 2025 via online interactive lectures. The 9-month course provided participants with the skills necessary to ethically design research proposals and conduct research projects. Some of the core principles taught included basics of biostatistics, ways to effectively communicate ideas to data analysts, how to write a grant, and tips on writing and analyzing scientific articles. In this report, we summarize the motivation, describe the content, and provide future directions for this initiative, which aims to foster high-quality clinical research among the next generation of academic anesthesiologists.
Imaging of Bone Surface Lesions
Parwal, Utkarsh , Khoo, Allison , Rhodes, Nicholas G. , McEnulty, Patrick G. , Baker, Jonathan C. , Northrup, Benjamin E. , Velde, Theodore L. Vander , Malik, Mariam A., Jennings, Jack W. , Napier, Kelby B. , Pang, Eric V, Baker, Jonathan C , Northrup, Benjamin E , Vander Velde, Theodore L , Jennings, Jack W , Napier, Kelby B , Pang, Eric V.

RadioGraphics | November 6, 2025 | Volume: 45 | Issue: 12 | Pages: No page available

10.1148/rg.240012 | PMID 41196715 Get It

Bone surface lesions include a variety of benign and malignant tumors and nonneoplastic entities, and knowledge of the different cell types and cortical bone surface anatomy equips radiologists to provide a useful differential diagnosis for these lesions.
SPIROMICS HF: Rationale, Design, and Reproducibility of Measures
Barr, R. Graham , Lima, João A.C. , Prince, Martin R. , Abraham, Theodore P. , Agarwal, Prachi , Arora, Garima , Balasubramanian, Aparna , Barjaktarević, Igor , Bello, Natalie A. , Carr, James C. , Cooper, Christopher B. , Finn, J. Paul , Freed, Benjamin H. , Hansel, Nadia N. , Hsu, Jeffrey J. , Kitzman, Dalane W. , LaBounty, Troy , Lee, Yoo Jin , Liu, Jing , Lloyd, Steven G. , Markl, Michael , Ortega, Victor E. , Paine, Robert , Peters, Stephen P. , Schroeder, Joyce , Shepshelovich, Daniel , Sun, Yifei , Wells, J. Michael , Wieben, Oliver , Woodruff, Prescott G. , Ambale-Venkatesh, Bharath , Agarwal, Prachi P , Arora, Garima , Balasubramanian, Aparna , Barjaktarevic, Igor , Bello, Natalie A , Bluemke, David A , Budoff, Matthew , Carr, James C , Chaudhuri, Dipayan , Cooper, Christopher B , Couper, David , Finn, J Paul , Freed, Benjamin H , Han, MeiLan King , Hansel, Nadia N , Hsu, Jeffrey J , Kitzman, Dalane W , Krishnan, Jerry A , LaBounty, Troy M , Lee, Yoo Jin , Liu, Jing , Lloyd, Steven G , Mukherjee, Monica , Beussink-Nelson, Lauren , Ohar, Jill , Paine, Robert , Schroeder, Joyce D , Shen, Wei , Sun, Yifei , Vogel-Claussen, Jens , Watson, Karol E. , Wells, J Michael , Wieben, Oliver , Woodruff, Prescott G , Shah, Sanjiv J , Markl, Michael , Barr, R. Graham , Bluemke, David A. , Budoff, Matthew J. , Couper, David , Mukherjee, Monica , Vogel‐Claussen, Jens

Circulation: Heart Failure | November 5, 2025 | Volume: 18 | Issue: 12 | Pages: No page available

10.1161/circheartfailure.125.012833 | PMID 41190426 Get It

BACKGROUND: Although chronic obstructive pulmonary disease (COPD) and heart failure with preserved ejection fraction often coexist with overlapping clinical features, they are usually studied separately. The SPIROMICS HF (Subpopulations and Intermediate Outcome Measures in COPD and Heart Failure Study) is testing hypotheses that new computed tomography emphysema subtypes are associated with specific cardiovascular phenotypes (eg, cor pulmonale , cor pulmonale parvus ), common airway branch variants are associated with right heart dysfunction, and symptomatic tobacco-exposed persons with preserved spirometry have signs of increased left ventricular afterload. METHODS: SPIROMICS is a multicenter observational study of COPD with extensive pulmonary phenotyping of participants with ≥20 pack-years smoking and nonsmoking controls. COPD and COPD severity were defined by standard spirometric criteria and symptomatic tobacco-exposed persons with preserved spirometry by ≥20 pack-years, normal spirometry, and COPD Assessment Test score >10. SPIROMICS HF selected all participants in SPIROMICS visit 5 at major sites. Its comprehensive speckle-tracking echocardiography, which included physiological perturbations of leg raise and low-intensity exercise, was harmonized prospectively with the Multi-Ethnic Study of Atherosclerosis Early Heart Failure and HeartSHARE (Combining Omics, Deep Phenotyping, and Electronic Health Records for Heart Failure Subtypes and Treatment Targets) studies. The cardiopulmonary magnetic resonance imaging protocol with gadolinium administration included myocardial fibrosis sequences, pulmonary angiography, time-resolved 3-dimensional cine magnetic resonance imaging (4-dimensional flow) of venous return, and metronome-paced tachypnea to induce dynamic hyperinflation. Coronary artery calcium was assessed on computed tomography scans. The Kansas City Cardiomyopathy Questionnaire was administered. RESULTS: Of the final sample of 753 participants, 57% had COPD (15% mild, 27% moderate, and 15% severe), 18% had symptomatic tobacco-exposed persons with preserved spirometry, 16% were smoking controls, and 8% were nonsmoking controls. Reproducibility of the main measures from speckle-tracking echocardiography (intraclass correlation coefficient, 0.83–0.99), exercise echocardiography (intraclass correlation coefficient, 0.71–0.99) and magnetic resonance imaging (intraclass correlation coefficient, 0.57–0.99) were good-to-excellent, including in severe COPD. CONCLUSIONS: SPIROMICS HF aims to characterize and understand cardiopulmonary interactions in COPD and COPD-related phenotypes to inform targeted treatments for combined cardiopulmonary failure.
Semaglutide and diabetic retinopathy: an OHDSI network study
Cai, Cindy X. , Hribar, Michelle R. , Wang, Sophia Y. , Swaminathan, Swarup S. , Flowers, Alexis , Brown, Eric N. , Chen, John J. , Chen, Aiyin , Alshammari, Thamir , Falconer, Thomas , Martin, Benjamin , Westlund, Erik , Mathioudakis, Nestoras , Fan, Ruochong, Stocking, Jacqueline C. , Humes, Izabelle, McCoy, David , Adibuzzaman, Mohammad, Areaux, Raymond G. , Brash, James T., Morgan‐Cooper, Hannah, Desai, Priya , Rustam, Zainab, Zhu, Gu , Swerdel, Joel N. , Suchard, Marc A. , Ryan, Patrick , Cai, Cindy Xinji , Barkmeier, Andrew, Stocking, Jacqueline C , Chen, John J , Mathioudakis, Nestoras N , Nishimura, Akihiko, Baxter, Sally L. , Goetz, Kerry , Toy, Brian C. , Barkmeier, Andrew J. , Xu, Benjamin Yixing , Leng, Theodore , Boland, Michael V. , Bu, Fan , Martin, Benjamin, Zhang, Linying , Fan, Ruochong, Wilcox, Adam B , Lai, Albert M. , Xie, Yangyiran , Lee, Lok Hin , Dorr, David A , Weiskopf, Nicole G. , Desai, Priya, Tran, Diep D. , Rustam, Zainab, Sena, Anthony G. , Nagy, Paul G. , Schuemie, Martijn J. , Hripcsak, George

BMJ Open Diabetes Research & Care | November 5, 2025 | Volume: 13 | Issue: 6 | Pages: e005424

10.1136/bmjdrc-2025-005424 | PMID 41192935 Get It

Introduction Semaglutide, a glucagon-like peptide-1 receptor agonist (GLP-1RA) used to treat type 2 diabetes mellitus (T2D), has potential associations with higher rates of diabetic retinopathy (DR) complications including proliferative DR (PDR) and diabetic macular edema (DME). The purpose of this study was to determine whether an association exists between semaglutide and PDR and treatment-requiring DR/DME. Research design and methods This was a retrospective cohort study of 14 databases (six administrative claims and eight electronic health records) in the Observational Health Data Sciences and Informatics Evidence Network. Adults with T2D on semaglutide, other GLP-1RA (dulaglutide, exenatide), or non-GLP-1RA medications (empagliflozin, sitagliptin, glipizide) from 1 December 2017 to 31 December 2023 were included. The association between semaglutide and PDR or treatment-requiring DR/DME was assessed using an active-comparator cohort design comparing new users of semaglutide as second-line T2D treatment to those on other GLP-1RAs and non-GLP-1RAs. Propensity score-adjusted Cox proportional hazards models were used to estimate hazard ratios (HRs). Network-wide HR estimates were generated using a random-effects meta-analysis. Results The study included 810 390 new semaglutide users for T2D. PDR risk for semaglutide was similar to dulaglutide (HR 0.81, 95% CI 0.42 to 1.54, p=0.51), empagliflozin (HR 0.83, 95% CI 0.53 to 1.30, p=0.41) and sitagliptin (HR 0.83, 95% CI 0.45 to 1.55, p=0.57) but was lower than glipizide (HR 0.59, 95% CI 0.39 to 0.88, p=0.01). The risk for treatment-requiring DR/DME for semaglutide was similar to empagliflozin (HR 0.66, 95% CI 0.43 to 1.02, p=0.06) but lower than dulaglutide (HR 0.53, 95% CI 0.31 to 0.91, p=0.02), sitagliptin (HR 0.46, 95% CI 0.26 to 0.81, p=0.008) and glipizide (HR 0.55, 95% CI 0.33 to 0.91, p=0.02). Conclusions and relevance We did not identify increased risk for either PDR or treatment-requiring DR/DME comparing semaglutide with other GLP-1RAs or non-GLP-1RAs. Patients with T2D should still undergo close eye care follow-up, particularly when initiating new antihyperglycemic medications.
603 SUPRAME: a phase 3 trial evaluating IMA203 PRAME-directed TCR T-cell therapy vs investigator’s choice in previously treated advanced cutaneous melanoma
Moser, Justin, Amaria, Rodabe N, Warner, Allison Betof, Chmielowski, Bartosz, Fecher, Leslie A, Chandrasekaran, Sanjay, Chen, Ruqin, Cowey, Charles L, Daniels, Gregory A, Daud, Adil, Dimitrova, Maya, Dudek, Arkadiusz Z, Haugh, Alexandra, Hernandez-Aya, Leonel, Hu-Lieskovan, Siwen, Hurwitz, Michael E, Isaacs, James M, Karapetyan, Lilit, Lee, Sylvia, Mammen, Joshua MV, Mckean, Meredith, Mitchell, Tara C, Moschos, Stergios J, Naqash, Abdul Rafeh, Olson, Daniel J, Olszanski, Anthony J, Patel, Sapna P, Poklepovic, Andrew S, Robert, Caroline, Schadendorf, Dirk, Seedor, Rino S, Seetharam, Mahesh, Smithy, James W, Solomon, Benjamin M, Taylor, Matthew H, Terhune, Julia H, Viray, Hollis A, Whitman, Eric D, Wu, Richard, Xing, Yan, Krishna, Delfi, Mayer-Mokler, Andrea, Pankov, Dmitry, Britten, Cedrik M, Luke, Jason J, Moser, Justin, Amaria, Rodabe N, Warner, Allison Betof, Chmielowski, Bartosz, Fecher, Leslie A, Chandrasekaran, Sanjay, Chen, Ruqin, Cowey, Charles L, Daniels, Gregory A, Daud, Adil, Dimitrova, Maya, Dudek, Arkadiusz Z, Haugh, Alexandra, Hernandez-Aya, Leonel, Hu-Lieskovan, Siwen, Hurwitz, Michael E, Isaacs, James M, Karapetyan, Lilit, Lee, Sylvia, Mammen, Joshua MV, Mckean, Meredith, Mitchell, Tara C, Moschos, Stergios J, Naqash, Abdul Rafeh, Olson, Daniel J, Olszanski, Anthony J, Patel, Sapna P, Poklepovic, Andrew S, Robert, Caroline , Schadendorf, Dirk, Seedor, Rino S, Seetharam, Mahesh, Smithy, James W, Solomon, Benjamin M, Taylor, Matthew H, Terhune, Julia H, Viray, Hollis A, Whitman, Eric D, Wu, Richard, Xing, Yan, Krishna, Delfi, Mayer-Mokler, Andrea, Pankov, Dmitry, Britten, Cedrik M, Luke, Jason J

Regular and Young Investigator Award Abstracts | November 5, 2025 | Volume: No volume available | Issue: No issue available | Pages: A687-A687

10.1136/jitc-2025-sitc2025.0603 Get It

248 Exploitation of endogenous TCR signaling using an oncolytic virus for modulation of CAR T phenotype and function against solid tumors
Liseth, Olivia , Appleton, Elizabeth , Thompson, Jill , Kendall, Benjamin, Vile, Richard G. , Evgin, Laura , Ono, Masahiro , Melcher, Alan

Regular and Young Investigator Award Abstracts | November 5, 2025 | Volume: No volume available | Issue: No issue available | Pages: A273-A273

10.1136/jitc-2025-sitc2025.0248 Get It

2025 American College of Rheumatology ( ACR ) Guideline for the Treatment of Systemic Lupus Erythematosus
Sammaritano, Lisa R. , Askanase, Anca , Bermas, Bonnie L. , Dall’Era, Maria , Duarte‐García, Alí , Hiraki, Linda T. , Aranow, Cynthia , Barnado, April , Broder, Anna , Chowdhary, Vaidehi , Hersh, Aimee O. , Jules, Marimee, Kalunian, Kenneth , Smith, Benjamin J. , Smith, Natalie, Thomas, Asha , Timlin, Homa , Bartels, Christie M. , Cunha, Joanne S., DeQuattro, Kimberly , Gomes, Laís Lopes Almeida , Cuéllar‐Gutiérrez, María C. , Iyer, Priyanka , Johannemann, Andrew, Jorge, April , Kasturi, S.Psi. Taufik , Khawandi, Jana , Legge, Alexandra , Liang, Kimberly P. , Lockwood, Megan M. , Sánchez-Rodríguez, Alain , Turgunbaev, Marat, Williams, Jessica N. , Turner, Amy S. , Aranow, Cynthia , Barnado, April , Brunner, Hermine I , Chong, Benjamin F , Hersh, Aimee O , Rubinstein, Tamar B , Smith, Benjamin J , Wallace, Daniel J , Bartels, Christie M , DeQuattro, Kimberly , Figueroa-Parra, Gabriel , Garg, Shivani , Gomes, Lais Lopes Almeida , Cuéllar-Gutiérrez, María C, Jorge, April , Kasturi, Shanthini , Kawtharany, Hassan , Liang, Kimberly P , Lockwood, Megan M , Sanchez-Rodriguez, Alain , Williams, Jessica N , Turner, Amy S , Duarte-García, Alí , Sammaritano, Lisa R , Askanase, Anca , Bermas, Bonnie , Son, Mary Beth F. , Werth, Victoria P. , Chong, Benjamin F. , Izmirly, Peter , Jules, Marimee, Kamen, Diane L. , Thomas, Asha, Azzam, Muayad , Fava, Andrea , Figueroa‐Parra, Gabriel , Garg, Shivani , Kawtharany, Hassan , Mustafa, Reem A

Arthritis & Rheumatology | November 4, 2025 | Volume: 78 | Issue: 7 | Pages: 1361-1386

10.1002/art.43452 | PMID 41187097 Get It

Objective To provide evidence‐based and expert guidance for the treatment and management of non‐renal systemic lupus erythematosus (SLE); treatment and management of lupus nephritis are addressed in a separate guideline. Methods Clinical questions for treatment and management of SLE were developed in the PICO format (population, intervention, comparator, and outcome). Systematic literature reviews were developed for each PICO question, and the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) methodology was used to assess evidence quality and formulate recommendations. The Voting Panel achieved a consensus of ≥70% agreement on the direction (for or against) and strength (strong or conditional) of each recommendation. Results We present recommendations and ungraded, consensus‐based good practice statements for the treatment and management of SLE that are applicable to pediatric and adult patients. Recommendations emphasize uniform treatment with hydroxychloroquine, limiting duration of glucocorticoid use, and early introduction of conventional and/or biologic immunosuppressive therapies to achieve and maintain control of SLE inflammation (remission or a low level of disease activity), reduce SLE‐related morbidity and mortality, and minimize medication‐related toxicities. Conclusion This guideline presents direction regarding treatment and management of SLE and provides a foundation for well‐informed, shared clinician–patient decision‐making. These recommendations should not be used to limit or deny access to therapies, as treatment decisions may vary due to the unique clinical situation and personal preferences of each person with SLE.
2025 American College of Rheumatology ( ACR ) Guideline for the Treatment of Systemic Lupus Erythematosus
Sammaritano, Lisa R. , Askanase, Anca , Bermas, Bonnie L. , Dall’Era, Maria , Duarte‐García, Alí , Hiraki, Linda T. , Aranow, Cynthia , Barnado, April , Broder, Anna , Chowdhary, Vaidehi , Hersh, Aimee O. , Jules, Marimee, Kalunian, Kenneth , Smith, Benjamin J. , Smith, Natalie, Thomas, Asha , Timlin, Homa , Cunha, Joanne S., DeQuattro, Kimberly , Gomes, Laís Lopes Almeida , Iyer, Priyanka , Johannemann, Andrew, Jorge, April , Kasturi, S.Psi. Taufik , Khawandi, Jana , Legge, Alexandra , Liang, Kimberly P. , Lockwood, Megan M. , Sánchez-Rodríguez, Alain , Turgunbaev, Marat, Williams, Jessica N. , Turner, Amy S. , Aranow, Cynthia , Barnado, April , Brunner, Hermine I , Chong, Benjamin F , Hersh, Aimee O , Rubinstein, Tamar B , Smith, Benjamin J , Wallace, Daniel J , Bartels, Christie M , DeQuattro, Kimberly , Figueroa-Parra, Gabriel , Garg, Shivani , Gomes, Lais Lopes Almeida , Cuéllar-Gutiérrez, María C, Jorge, April , Kasturi, Shanthini , Kawtharany, Hassan , Liang, Kimberly P , Lockwood, Megan M , Sanchez-Rodriguez, Alain , Williams, Jessica N , Turner, Amy S , Duarte-García, Alí , Sammaritano, Lisa R , Askanase, Anca , Bermas, Bonnie , Son, Mary Beth F. , Werth, Victoria P. , Chong, Benjamin F. , Izmirly, Peter , Kamen, Diane L. , Thomas, Asha, Azzam, Muayad , Bartels, Christie M. , Fava, Andrea , Figueroa‐Parra, Gabriel , Garg, Shivani , Cuéllar‐Gutiérrez, María C. , Kawtharany, Hassan , Mustafa, Reem A

Arthritis Care & Research | November 3, 2025 | Volume: 78 | Issue: 7 | Pages: 815-839

10.1002/acr.25690 | PMID 41182321 Get It

Objective To provide evidence‐based and expert guidance for the treatment and management of non‐renal systemic lupus erythematosus (SLE); treatment and management of lupus nephritis are addressed in a separate guideline. Methods Clinical questions for treatment and management of SLE were developed in the PICO format (population, intervention, comparator, and outcome). Systematic literature reviews were developed for each PICO question, and the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) methodology was used to assess evidence quality and formulate recommendations. The Voting Panel achieved a consensus of ≥70% agreement on the direction (for or against) and strength (strong or conditional) of each recommendation. Results We present recommendations and ungraded, consensus‐based good practice statements for the treatment and management of SLE that are applicable to pediatric and adult patients. Recommendations emphasize uniform treatment with hydroxychloroquine, limiting duration of glucocorticoid use, and early introduction of conventional and/or biologic immunosuppressive therapies to achieve and maintain control of SLE inflammation (remission or a low level of disease activity), reduce SLE‐related morbidity and mortality, and minimize medication‐related toxicities. Conclusion This guideline presents direction regarding treatment and management of SLE and provides a foundation for well‐informed, shared clinician–patient decision‐making. These recommendations should not be used to limit or deny access to therapies, as treatment decisions may vary due to the unique clinical situation and personal preferences of each person with SLE.
Predictive modeling of long-term improvement in occlusion outcomes following Woven EndoBridge treatment of cerebral aneurysms: A machine learning approach
Karandish, Alireza , Essibayi, Muhammed Amir , Jabal, Mohamed Sobhi , Salim, Hamza , Musmar, Basel , Adeeb, Nimer , Dibas, Mahmoud , Li, Yan-Lin , Grist, James T. , Lay, Sovann V. , Guenego, Adrien , Renieri, Leonardo, Naamani, Kareem El, Möhlenbruch, Markus, Kral, Michael , Salem, Mohamed M , Foreman, Paul M. , Shaikh, Hamza , Župančić, Vedran , Ayberk, Gıyas , Rabinov, James D. , Maingard, Julian , Michelozzi, Caterina , Starke, Robert M., Ogilvie, Mark , Nguyên, Anh , Jones, Jesse , Brinjikji, Waleed , Nawka, Marie Teresa , Psychogios, Marios, Ulfert, Christian , Pukenas, Bryan , Burkhardt, Jan‐Karl , Slawski, Diana , Lubicz, Boris , Puri, Ajit S., Pero, Guglielmo , Raz, Eytan , Asadi, Hamed , Siddiqui, Adnan H. , Haranhalli, Neil , Ducruet, Andrew F. , Albuquerque, Felipe C , Regenhardt, Robert W. , Stapleton, Christopher J. , Kan, Peter , Kalousek, Vladimir , Lylyk, Pedro , Boddu, Srikanth , Knopman, Jared , Tjoumakaris, Stavropoula , Clarençon, Frédéric , Patel, Aman B. , Fuschi, Maurizio , Altschul, David , Investigators, for the WorldWideWEB, Salim, Hamza , Li, Yan-Lin , Algin, Oktay , Ghozy, Sherief , Guenego, Adrien , Shotar, Eimad , Lylyk, Ivan , Foreman, Paul M , Župančić, Vedran , Hafeez, Muhammad U , Ayberk, Giyas , Schirmer, Clemens M , Hassan, Ameer E , Nguyen, Anh , Jones, Jesse , Ulfert, Christian , Tawk, Rabih, Raz, Eytan , Griessenauer, Christoph J , Siddiqui, Adnan H , Levy, Elad I , Regenhardt, Robert W , Tjoumakaris, Stavropoula , Cuellar-Saenz, Hugo H , Jabbour, Pascal , Limbucci, Nicola , Altschul, David J , Dmytriw, Adam A , Dibas, Mahmoud , Pero, Guglielmo , Kalousek, Vladimir , Musmar, Basel , Essibayi, Muhammed Amir , Lay, Sovann V , Simonato, Davide , Zaccagna, Fulvio , Ghozy, Sherief , Renieri, Leonardo , Carnevale, Joseph Anthony , Saliou, Guillaume , Mastorakos, Panagiotis , Naamani, Kareem El, Shotar, Eimad , Möhlenbruch, Markus , Chung, Charlotte , Lylyk, Iván , Hafeez, Muhammad Ubaid , Catapano, Joshua S , Waqas, Muhammad , Kazancı, Atilla , Schirmer, Clemens M. , Piano, Mariangela , Kühn, Anna Luisa , Hassan, Ameer E , Psychogios, Marios‐Nikos , Huynh, Thien , Martinez-Gutierrez, Juan Carlos , Sheth, Sunil A , Tawk, Rabih G. , Pulli, Benjamin , Panni, Pietro , Puri, Ajit S , Griessenauer, Christoph J. , Levy, Elad I. , Cuellar, Hugo , Jabbour, Pascal , Limbucci, Nicola , Dmytriw, Adam A. , Investigators, for the WorldWideWEB

Interventional Neuroradiology | November 3, 2025 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1177/15910199251391915 | PMID 41182964 Get It

Background The Woven EndoBridge (WEB) device represents an innovative solution for cerebral aneurysm occlusion, particularly for challenging wide-neck bifurcation aneurysms. However, factors affecting sustained occlusion remain poorly understood. We utilized machine learning to attempt to identify predictors of favorable long-term outcomes following WEB treatment. Methods In this multicenter retrospective study, we collected patient demographics, aneurysm characteristics, procedural details, and clinical outcomes. The primary endpoint was improvement in occlusion status, defined as maintained Raymond-Roy Occlusion Classification (RROC) grade 1, or improvement from grade 2 to 1, or from grade 3 to either 2 or 1 on final angiographic follow up. The dataset was split into training (75%) and validation (25%) sets. The CatBoost algorithm was selected based on performance metrics, with Shapley Additive exPlanations (SHAP) values calculated to determine feature importance. Furthermore, a multivariable binomial logistic regression model was performed to validate machine learning findings. Results Among 720 aneurysms from 36 hospitals, 84% showed improvement in occlusion at follow up. Both machine learning and multivariable logistic regression identified aneurysm height as the most consistent correlate of nonimprovement (odds ratio (OR) 0.90 per mm, p = 0.022). In the CatBoost model, the highest-ranking features by SHAP included aneurysm height, patient age, treatment acuity, ACom location, WEB-SLS device, bifurcation anatomy, aneurysm multiplicity, baseline modified Rankin Scale, access route, and partial thrombosis. Conclusions Machine-learning and regression analyses identified consistent predictors of occlusion improvement after WEB treatment, with aneurysm height most strongly linked to nonimprovement. These insights may guide patient selection and follow up. Findings require cautious interpretation and external validation in larger cohorts.