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1418 citation(s) found for "Ly, Mohamed".

Abdominal Arterial Calcification Score‐Association With Patient Survival Post Kidney Transplant
Idilbi, Amro , Ghanem, R, Hanouneh, Tareq, Hassoun, Ali, Nasrini, Tala , Haddad, Walid, Hallak, Mohamed Hussam, Sella, David M., Craver, Emily C. , Alasfar, Sami , Ghanem, Roaa, Alhassoun, Alia, Stegall, Mark D , Schinstock, Carrie , Jarmi, Tambi , Alhassoun, Alia, Alexander, Lauren F. , Stegall, Mark D. , Schinstock, Carrie A. , Jarmi, Tambi

Clinical Transplantation | November 12, 2025 | Volume: 39 | Issue: 11 | Pages: No page available

10.1111/ctr.70387 | PMID 42578517 Get It

ABSTRACT Background Abdominal arterial calcification (AAC) is a common comorbidity in patients with end‐stage kidney disease (ESKD) and a predictor of cardiovascular events post‐kidney transplant. However, prior studies lacked a standardized approach to evaluate AAC and its impact on post‐transplant outcomes. This study aimed to correlate AAC score values with post‐kidney transplant outcomes using a modified scoring system traditionally applied to coronary artery calcification. Methods This retrospective study included 14 339 adult patients listed for kidney transplant between 2002 and 2023 at three transplant centers. Among them, 3683 patients met the criteria of undergoing a kidney transplant and an abdominal computed tomography (CT) scan pre‐transplant. We modified the coronary calcium score software by adjusting intake data points to quantify calcification in the abdominal aorta, common iliac, external iliac, and internal iliac arteries. Outcomes focused on post‐transplant mortality. Results In 3683 kidney transplant recipients, higher AAC scores were significantly associated with increased mortality. Each 1000‐unit increase in AAC score elevated hazard ratios (HRs) across arterial regions, including 1.116 for the aorta and 1.389 for the internal iliac (all p < 0.001). Adjusted analyses confirmed AAC as an independent risk factor for mortality. Kaplan–Meier curves demonstrated lower survival with increasing AAC quartiles. Conclusions AAC, measured by a standardized score, is a significant mortality risk factor in kidney transplant recipients. Integrating AAC scores into pre‐transplant evaluations could enhance risk stratification and improve outcomes. Prospective studies are needed to validate these findings and explore interventions to reduce AAC and improve survival.
Effects of Sodium Glucose Co-Transporter 2 Inhibitors on Atrial Fibrillation Recurrences After Catheter Ablation in Atrial Fibrillation Patients: A Systematic Review and Meta-Analysis
Parsi, Saketh , Sonavane, Kunal , Ravi, Usha , Shirsat, Pallavi , Chamarthi, Venkata Sushma , Ponnam, Harikrishna Choudary , Surani, Salim , Bansal, Vikas , Kashyap, Rahul , Shirsat, Pallavi D , Chamarthi, Venkata S , Ponnam, Harikrishna Choudary , Surani, Salim , Bansal, Vikas , Kashyap, Rahul , Gabr, Mohamed

Journal of Clinical Medicine | November 11, 2025 | Volume: 14 | Issue: 22 | Pages: 8001

10.3390/jcm14228001 | PMID 41303036 Get It

Background/Objectives: Sodium glucose co-transporter 2 inhibitors (SGLT2is) have demonstrated a reduction in heart failure (HF) hospitalizations in HF patients and decreased recurrence of atrial fibrillation (AF), including in those who have undergone catheter ablation (CA). The effects of SGLT2i are likely due to suppression of the renin–angiotensin–aldosterone system, reduction in oxidative stress with subsequent improvement in myocardial efficiency, and attenuation of cardiac remodeling. We aim to present the effects of SGLT2i on AF recurrence in patients who have undergone CA for AF. Methods: This is a systematic review and meta-analysis of randomized controlled trials (RCTs) and retrospective studies evaluating the effect of SGLT2i on AF recurrence following CA compared with non-SGLT2i. The primary outcome was the recurrence of AF by the final follow-up reported in each study. Secondary outcomes include AF recurrence by the first follow-up within 12 to 24 months and follow-up intervals (6, 12, 18, 24, and 36 to 42 months) post-ablation, multivariate risk of AF recurrence, and the effect on left atrial diameter (LAD) (less than 45 mm vs. greater than or equal to 45 mm). For risk of bias (ROB) analysis, the NIH ROB and Cochrane ROB2 tool were used. All statistical, heterogeneity, and sensitivity analyses were conducted using Cochrane Review Manager. A random-effect model was employed for all pooled statistical analyses. Results: A total of nine studies, two RCTs and seven retrospective studies, were included (N = 6874) for the primary outcome. Compared to non-SGLT2i (N = 3693), SGLT2i (N = 3181) significantly decreased AF recurrence by the final follow-up (OR = 0.62; 95% CI: 0.45–0.85; p = 0.008). For secondary outcomes, SGLT2i significantly reduced AF recurrence by the first follow-up within 12 to 24 months post-ablation (OR = 0.58; p = 0.0001) and by the different follow-up periods, 6-month (OR = 0.53; p = 0.02), 12-month (OR = 0.56; p = 0.0001), 18-month (OR = 0.55; p = 0.01), and 24-month (OR = 0.60; p = 0.12) follow-up periods. On the other hand, by 36 to 42 months, SGLT2i was associated with increased risk of AF recurrence (OR = 1.41; p = 0.004). Conclusions: We conclude that SGLT2i demonstrated a reduction in AF recurrence following CA, particularly by 12 to 18 months post-ablation.
CTNI-58. UPDATED RESULTS OF PHASE 3 STELLAR TRIAL: EFLORNITHINE IMPROVES OVERALL SURVIVAL AND BLINDED INDEPENDENT CENTRAL REVIEW DETERMINED PROGRESSION FREE SURVIVAL IN PATIENTS WITH RECURRENT WHO 2021 GRADE 3 IDH-MUTANT ASTROCYTOMA
Colman, Howard , Walbert, Tobias , Lassman, Andrew B. , Kizilbash, Sani H. , Kamiya-Matsuoka, Carlos, Pitz, Marshall , Desjardins, Annick , Kumthekar, Priya , Mason, Warren, Butowski, Nicholas , Forsyth, Peter, Hamza, Mohamed A. , Lallana, Enrico C., Uhlmann, Erik J. , Welsh, Liam , Wen, Patrick Y. , Dietrich, Jörg , Levin, Victor A. , Kizilbash, Sani H , Colman, Howard , Lombardi, Giuseppe , Wong, Eric T. , Eoli, Marica , Peereboom, David M. , Strowd, Roy E. , Pellerino, Alessia , Soffietti, Riccardo , Hau, Peter , Nabors, Burt , Piccioni, David Eric , Wen, Patrick Yung

Neuro-Oncology | November 11, 2025 | Volume: 27 | Issue: Supplement_5 | Pages: v139-v140

10.1093/neuonc/noaf201.0554 Get It

Abstract BACKGROUND STELLAR was a phase III randomized, open-label trial of eflornithine (ornithine decarboxylase inhibitor) with lomustine versus lomustine alone in patients with recurrent anaplastic astrocytoma (AA). We previously reported an overall survival (OS) and progression free survival (PFS) of the combination in the patients with grade 3 IDH-mutant astrocytoma. Here we report updated OS and PFS outcomes based on additional molecular classification and blinded independent central review (BICR). METHOD Eligibility included: age ≥ 18 years, AA (2016 WHO criteria) with first recurrence ≥ 6 months after radiation, KPS ≥ 70, and no imaging findings consistent with grade 4 glioblastoma. Patients received eflornithine (2.8 g/m2 TID Q 2/3 weeks) with lomustine (90 mg/m2 Q 6 weeks) (Arm A) or lomustine alone (110 mg/m2 Q 6 weeks) (Arm B). Primary endpoint was OS. RESULTS Updated molecular data resulted in re-classification of the 343 AA patients enrolled into 3 WHO 2021 defined tumor subtypes, 196 tumors were IDHmut, CDKN2A/B intact, consistent with diagnosis of astrocytoma, IDHmut, WHO grade 3, 33 tumors had CDKN2A/B loss consistent with astrocytoma, IDHmut, WHO grade 4, 106 tumors were IDHwt consistent with diagnosis of glioblastoma, IDHwt, WHO grade 4. Updated results strengthen initial conclusion that eflornithine plus lomustine resulted in significant survival benefit in the astrocytoma, IDHmut, WHO grade 3 group (mOS 34.9 vs, 23.5 months, HR = 0.64, stratified log rank p =0.0136). PFS with eflornithine was also improved (15.8 vs, 7.2 months, HR = 0.57, stratified log rank p =0.0113). BICR demonstrated a high correlation between investigator and centrally determined PFS (p=0.0305), and high correlation between OS and PFS (p=.0001). CONCLUSION The clinically meaningful OS and PFS benefits observed with eflornithine in the molecularly defined 2021 WHO CNS grade 3 astrocytomas is further confirmed and expanded based on additional molecular classification and BICR of PFS.
Severe Influenza-Related Outcomes in Patients with Inflammatory Bowel Disease on Immunosuppressive Therapy: A Propensity-Matched Cohort Analysis
Eldesouki, Mohamed , Ibrahim, Ahmed M. S. , Alkasabrah, Omar , Mohamed, Eslam, Ibrahim, Ahmed , Youssef, Mohammed Y., Mohamed, Eslam Abdelfattah Abdelhamid, Alsakarneh, Saqr , Farraye, Francis A. , Jana, Hashash

No container title available | November 10, 2025 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-7936452/v1 Get It

Abstract Background Patients with moderate-to-severe inflammatory bowel disease (IBD) often require immunosuppressive therapy to achieve and maintain remission; however, the impact of these medications on influenza risk and the severity of influenza-related complications remains inadequately characterized. Methods Using the TriNetX U.S. Analytics Network, adults (≥ 18 years) with Crohn’s disease or ulcerative colitis during the 2022–2023 influenza season were identified. Patients were stratified by disease activity into two cohorts: (1) moderate-to-severe/active IBD, defined by elevated inflammatory markers, initiation of corticosteroids or a new biologic or small-molecule agent, or documented IBD-related symptoms or complications within the prior six months; and (2) mild/inactive IBD, defined by the absence of these features and no recent immunosuppressive therapy. Propensity score matching (1:1) was used to balance baseline characteristics, and Cox proportional hazards models were applied to estimate hazard ratios for influenza-related outcomes. Results After propensity score matching, each group had 22,784 patients. The incidence of influenza diagnosis was significantly higher in the moderate-to-severe/active IBD group (HR 1.41; 95% CI, 1.30–1.52). Hospitalization rates were also increased (HR 2.05; 95% CI, 1.89–2.23), as were influenza-related complications (HR 1.36; 95% CI, 1.23–1.51). ICU admissions (HR 1.51; 95% CI, 1.33–1.72) and mechanical ventilation (HR 1.68; 95% CI, 1.32–2.13) were both more frequent in the moderate-to-severe/active IBD group. Use of antiviral medications was higher among those in this cohort (HR 1.60; 95% CI, 1.22–2.10), and overall mortality was modestly increased (HR 1.17; 95% CI, 1.02–1.35). Subgroup analysis revealed the highest risk among patients on corticosteroids, followed by JAK inhibitors and anti–IL-23 agents. Conclusion Patients with moderate-to-severe/active IBD had more severe influenza-related outcomes compared with mild/inactive controls. Improving vaccine uptake and prompt evaluation of upper respiratory symptoms during influenza seasons are key to reducing influenza-related risks in immunosuppressed patients with IBD.
GLP-1 receptor agonists and clinical outcomes in patients with type 2 diabetes undergoing transcatheter aortic valve implantation
Pham, Hoang Nhat , Abdelnabi, Mahmoud , Bcharah, George , Allam, Mohamed , Lee, Justin Z. , Singh, Amitoj , Ayoub, Chadi , Sorajja, Dan , Arsanjani, Reza, Allam, Mohamed N , Singh, Amitoj , Ayoub, Chadi , Alsidawi, Said , Sorajja, Dan , Nhat, Hoang , Ibrahim, Ramzi , Mahmoud, Ahmed , Farina, Juan M. , Alsidawi, Said , Sell‐Dottin, Kristen , Chahal, C. Anwar A. , Lee, Kwan , Alkhouli, Mohamad , Arsanjani, Reza

European Heart Journal - Quality of Care and Clinical Outcomes | November 9, 2025 | Volume: 12 | Issue: 3 | Pages: 405-418

10.1093/ehjqcco/qcaf135 | PMID 41206745 Get It

Abstract Aims We evaluated clinical outcomes with GLP-1 RA use post-TAVI in patients with T2D. GLP-1 receptor agonists (GLP1-RAs) lower cardiovascular risk in type 2 diabetes (T2D), but their impact in patients with valvular heart disease, including those undergoing transcatheter aortic-valve implantation (TAVI), remained unexplored. Methods and results We conducted a retrospective cohort study using the TriNetX network, including 25 184 adults (≥18 years) with T2D who underwent TAVI (2015–2023). Patients were stratified based on GLP1-RA initiation within 14 days post-TAVI. Baseline characteristics, comorbidities, medications, and laboratory data were balanced using 1:1 propensity score matching (PSM). Cox models estimated hazard ratios (HRs) and 95% confidence intervals (CIs) for events from one-month post-TAVI until the most recent follow-up. PSM yielded 1101 patients per group, with a mean age of 73 years and 39% female. Mean follow-up duration was 2.2 ± 1.1 and 2.6 ± 1.8 years for GLP1-RA users and non-users, respectively. GLP1-RA use was also associated higher survival probability (HR: 0.708 [95% CI: 0.583–0.859]), and lower rates of all-cause hospitalization (HR: 0.790 [95% CI, 0.706–0.885]), major cardiovascular events (HR: 0.849 [95% CI: 0.749–0.963]), and acute heart failure exacerbation (HR: 0.785 [95% CI: 0.677–0.909]), acute kidney injury (HR: 0.843 [95% CI: 0.719–0.988]), and major kidney events (HR: 0.665 [95% CI: 0.510–0.866]). No differences were observed in acute myocardial infarction, cerebral infarction, or cardiac arrest. Conclusion In patients with T2D undergoing TAVI, GLP1-RA use is associated with significant survival benefits and improved cardiorenal outcomes. However, these findings are limited by the observational design, high comorbidity burden, lack of data on medication compliance, and specific cause of death. Prospective trials are warranted to confirm these benefits.
Beyond Lipids and Platelets: A Review of Anti-Inflammatory Strategies in Secondary Prevention of Acute Coronary Syndromes
Allam, Mohamed , Abdelnabi, Mahmoud , Sorajja, Dan , Fortuin, F. David , Bhakta, Mayurkumar D. , Pathangey, Girish , Allam, Mohamed N , Abdelnabi, Mahmoud H., Sorajja, Dan , Fortuin, Floyd David , Bhakta, Mayurkumar D , Pathangey, Girish , Lee, Kwan

Journal of Clinical Medicine | November 7, 2025 | Volume: 14 | Issue: 22 | Pages: 7910

10.3390/jcm14227910 | PMID 41302946 Get It

Despite advances in lipid-lowering and antithrombotic therapy, patients with acute coronary syndromes remain at elevated risk for recurrent events due to persistent atherosclerotic inflammation. This review evaluates inflammation as a therapeutic target in secondary prevention and discusses established, investigational, and emerging strategies. Colchicine, now FDA-approved for cardiovascular risk reduction, lowered major adverse cardiovascular events in COLCOT and LoDoCo2. Canakinumab (IL-1β inhibition) reduced recurrent events in proportion to IL-6 and hsCRP suppression, while ziltivekimab (IL-6 inhibition) achieved profound biomarker reductions but remains investigational. Early-phase studies of anakinra (IL-1 receptor antagonist) and dapansutrile (oral NLRP3 inhibitor) showed anti-inflammatory effects in early trials, whereas varespladib and darapladib illustrated the challenges of targeting lipid-associated pathways. Beyond direct immunomodulators, GLP-1 receptor agonists and SGLT2 inhibitors provide both cardioprotective and anti-inflammatory benefits, reinforcing their expanding role post-ACS. Additional emerging avenues include triptolidiol, dasatinib, and BTK or JAK/STAT inhibitors, while novel approaches, such as nanozyme delivery systems and CRISPR-based editing, extend the therapeutic horizon. This review highlights the potential of inflammation-targeted therapies to advance secondary prevention in ACS by integrating current evidence and perspectives on future therapeutic developments.
Impact of Timing of Atrial Fibrillation Ablation on AF Recurrence and Clinical Outcomes in Patients With HFpEF and HFrEF
Eisa, Mahmoud , Elbenawi, Hossam , Iftikhar, Momina, Shaer, Ahmed El , Eltony, Muhammad , Almaadawy, Omar , Aglan, Amro , Mohamed, Kareem A., Shadi, Mahmoud , Rao, Ch. Mohan , Lee, Justin Z. , Munoz, Freddy Del‐Carpio , Siontis, Konstantinos C. , Deshmukh, Abhishek , Del-Carpio Munoz, Freddy , Siontis, Konstantinos C , Link, Mark S. , Deshmukh, Abhishek J , DeSimone, Christopher V , Ahmed, Mahmoud , Mohamed, Kareem A., Elfert, Khaled , Rao, Mohan, Asad, Zain Ul Abideen , DeSimone, Christopher V.

Journal of Cardiovascular Electrophysiology | November 5, 2025 | Volume: 37 | Issue: 1 | Pages: 26-35

10.1111/jce.70166 | PMID 41189307 Get It

ABSTRACT Background Early catheter ablation for atrial fibrillation (AF) improves outcomes, but the optimal timing, especially in heart failure (HF) subtypes, remains unclear. Objective To evaluate the impact of ablation timing on outcomes in patients with HF with reduced ejection fraction (HFrEF) and HF with preserved ejection fraction (HFpEF). Methods We used the TriNetX database (2010–2024) to identify HF patients with AF who underwent ablation. Patients were classified as early ablation (≤ 1 year of first AF diagnosis) or delayed ablation (1–3 years), with propensity score matching (PSM) applied to balance the baseline characteristics. The primary outcome was AF recurrence, defined by repeat ablation, direct current cardioversion (DCCV), or antiarrhythmic drug (AAD) use after a 3‐month blanking period. Secondary outcomes included stroke, hospitalization, and mortality over 5 years. Results After PSM, delayed ablation was associated with higher AF recurrence in both HFrEF (HR = 1.28, p < 0.001) and HFpEF (HR = 1.21, p = 0.02), as seen in multivariate analysis. In HFrEF, delayed ablation was associated with higher incidence of re‐do ablation, AAD use, and DCCV, while in HFpEF, higher recurrence with delayed ablation was associated with increased AAD use. Both cohorts had similar stroke and mortality rates between early and delayed ablation. Conclusions Delayed ablation in HFrEF and HFpEF was linked to higher AF recurrence, driven by increased redo ablations, DCCV, AAD use in HFrEF, and higher AAD use in HFpEF. Stroke, HF hospitalization and mortality rates were similar, suggesting earlier ablation may enhance rhythm control over other outcomes.
844 Immune cell profile changes in patients treated with tarlatamab for extensive-stage small cell lung cancer in real world practice
Ma, Audrey, Corraes, Andre De Menezes Silva , Wu, Chen , Shao, Zuoyi , Regan, Kevin M., Karam, Dhauna , Potter, Ashley , Al‐Ajmi, Abdullah, Mina, Syeda A. , Taylor, Skyler, Parikh, Kaushal , Shanshal, Mohamed , Luce, A., Schwecke, Anna, Lin, Yi , Leventakos, Konstantinos , Taylor, Skyler J, Hazim, Antonious , Dimou, Anastasios , Molina, Julian, Mansfield, Aaron S. , Smith, Katherine E.

Regular and Young Investigator Award Abstracts | November 5, 2025 | Volume: No volume available | Issue: No issue available | Pages: A953-A954

10.1136/jitc-2025-sitc2025.0844 Get It

Technical systematic review supporting the 2025 AASLD Practice Guideline on management of chronic hepatitis B
Pan, Calvin Q. , Saadi, Samer , Feld, Jordan J., Lim, Joseph K. , Kim, A Y, Tang, Amy S. , Nguyen, Mindie H. , Sulkowski, Mark S. , Hegazi, Moustafa , Fleti, Farah, Abusalih, Mohamed F., Seisa, Mohamed O. , Allababidi, Adel Kabbara , Abbas, Alzhraa Salah , Mohammad, Khaled S., Abusalih, Mohamed , Hasan, Bashar , Kabbara Allababidi, Adel, Abbas, Alzhraa S, Saadi, Samer , Abusalih, Mohamed , Ghany, Marc G. , Nguyen, Mindie H. , Terrault, Norah A. , Lok, Anna S. , Hasan, Bashar , Nayfeh, Tarek , Abbas, Alzhraa Salah , Prokop, Larry J. , Murad, M. Hassan , Mohammad, Khaled S.

Hepatology | November 4, 2025 | Volume: 83 | Issue: 4 | Pages: 998-1019

10.1097/hep.0000000000001584 | PMID 41186417 Get It

Background and Aims: With rapid changes in the management landscape of chronic hepatitis B (CHB), this technical systematic review addresses 4 critical Population, Intervention, Comparator, Outcome (PICO) questions to provide guidance to the formulation of recommendations to the 2025 AASLD practice guideline for management of CHB. Approach: The review was reported in accordance with PRISMA guidelines. Outcomes were evaluated across 4 key PICOs: (1) antiviral therapy for prevention of horizontal HBV transmission in high-risk groups, (2) antiviral therapy versus observation for persons in the immune-tolerant phase, (3) discontinuation versus continuation of nucleos(t)ide analogue therapy in HBeAg-negative individuals with undetectable HBV DNA, and (4) hepatocellular carcinoma (HCC) surveillance in non-cirrhotic individuals with HBsAg clearance or co-infections with HCV, HDV, or HIV. Results: For PICO 1, limited evidence suggests antiviral therapy may reduce horizontal transmission risk, though with low certainty. PICO 2 analyses reveal uncertain benefits of treating persons in the immune-tolerant phase, with very low certainty due to heterogeneity and bias. PICO 3 analyses demonstrate that discontinuing antiviral therapy in persons who are HBeAg negative with undetectable HBV DNA increases HBsAg loss rates (OR: 12.65, 95% CI: 1.58–101.51) but carries moderate risks of virologic relapse (OR: 47.17, 95% CI: 2.79–797.35) and clinical flares. PICO 4 analyses on several cohort studies showed that in patients co-infected with HCV, HBV, or HIV, the annual incidence of HCC was higher than the level where screening becomes cost-effective, suggesting that regular liver cancer screening could be beneficial for these patients. Conclusions: Despite low certainty, the findings support shared decision-making in high-risk horizontal transmission scenarios or in treating individuals in the immune tolerance phase, caution in discontinuing antiviral therapy in virologically suppressed individuals without HBsAg loss, and tailored HCC surveillance for those with co-infection or cirrhosis.
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.