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768 citation(s) found for "Su, Leon".

A phase 2 clinical trial in progress of (Z)-endoxifen plus goserelin as neoadjuvant therapy in premenopausal women with ER+/HER2– breast cancer (EVANGELINE).
Quay, Steven, ERICKSON, Hayley, Mina, Lida A. , Advani, Pooja , Leon‐Ferre, Roberto A. , Giridhar, Karthik, Flora, Daniel , Jones, Jason M. , Burhow, Sarah, Abramson, Vandana G., Irvin, William Johnson, Ehsani, Sima, Al-Jazayrly, Ghassan, Goetz, M. P., Quay, Steven C. , Suman, Vera J. , Bagegni, Nusayba , Ingle, James N. , Boughey, Judy C. , Burhow, Sarah A., Reid, Joel M. , Abramson, Vandana G. , Irvin, WJ, Khan, Seema A. , Goetz, Matthew P.

Mayo Clinic

Journal of Clinical Oncology | May 28, 2026 | Volume: 44 | Issue: 16_suppl | Pages: No page available

10.1200/jco.2026.44.16_suppl.tps655 Get It

TPS655 Background: Early (14-28 day) on-treatment suppression of tumor proliferation during neoadjuvant endocrine therapy (NET) is strongly associated with favorable long-term outcomes in estrogen receptor–positive (ER+) HER2– breast cancer. In premenopausal women, tamoxifen with or without ovarian function suppression (OFS) results in suboptimal Ki-67 suppression compared with aromatase inhibitor + OFS. (Z)-endoxifen (ENDX), the active metabolite of tamoxifen, dually inhibits ER signaling and PKCβ1-mediated AKT activation, supporting its evaluation as an alternative NET strategy in this population. Methods: EVANGELINE (NCT05607004) is an ongoing, multicenter, open-label Phase 2 study evaluating daily 40 mg ENDX plus goserelin administered every 28 days as neoadjuvant therapy in premenopausal women with ER+/HER2–, cT2–3, cN0–1 breast cancer. The primary objective is to determine the proportion of patients with baseline Ki-67 >10% who achieve Ki-67 ≤10% after 4 weeks of therapy. A Simon two-stage design is used to test whether the Week 4 Ki-67 ≤10% rate is at least 65%, with 20 patients enrolled into the first stage and, if promising, another 25 patients enrolled into the second stage (cohort A). A parallel cohort of 20 patients with baseline Ki-67 ≤10% (cohort B) is enrolled to assess objective response rate (ORR) at 24 weeks per RECIST v1.1. Secondary objectives include examining safety and tolerability, residual cancer burden, and PEPI score. Correlative analyses include examining effect of treatment on select tumor and plasma biomarkers. Clinical trial information: NCT05607004 .
Olanzapine versus aprepitant based triple antiemetic regimens for the prevention of chemotherapy-induced nausea and vomiting in adult patients receiving highly emetogenic chemotherapy: A systematic review and meta-analysis.
Jehangir, Hanzala, Arham, Muhammad , Javier, Aquiles De Leon, Boyapati, Renu Bhargavi , Ahmed, Adil, Parekh, Deevyashali, Abu-Samak, Abdel-Azez, Tareen, Haseeb, Ilyas, Usman , Capo, Gerardo, Parekh, Deevyashali S. , Tareen, Haseeb Khan

Mayo Clinic

Journal of Clinical Oncology | May 28, 2026 | Volume: 44 | Issue: 16_suppl | Pages: No page available

10.1200/jco.2026.44.16_suppl.e24088 Get It

e24088 Background: Chemotherapy-induced nausea and vomiting (CINV) significantly affects treatment tolerance and quality of life. ASCO guidelines recommend a NK-1 receptor antagonist with a 5-HT3 receptor antagonist and corticosteroid for patients receiving highly emetogenic chemotherapy (HEC). Olanzapine has emerged as an alternative antiemetic, with evidence suggesting noninferiority in triple regimens. Given its favorable cost profile, we performed a pooled analysis comparing olanzapine- versus aprepitant-based triple antiemetic regimens for CINV prevention. Methods: This PRISMA-compliant review was prospectively registered in PROSPERO (CRD420261284983). Five databases were systematically searched to identify studies comparing olanzapine (OLZ) versus aprepitant (APR) based triple antiemetic regimens. The primary endpoint was complete response (CR) for prophylaxis of chemotherapy-induced nausea and vomiting (CINV) in adult patients receiving HEC. Statistical analyses were performed in R (version 2025.05.0+496; Posit). Results: 13 studies were included in the final synthesis, comprising 1,557 patients (OLZ: n = 779; APR: n = 788). CR was comparable between groups (RR 1.02, 95% CI 0.95–1.09; I² = 55.8%). Exclusion of Mehta et al. (2017) reduced heterogeneity to zero (I² = 0%). In the acute phase ( < 24 h), CR was also similar between OLZ and APR (RR 1.09, 95% CI 0.98–1.20; I² = 82.7%); however, OLZ demonstrated superior CR in the 10-mg dose subgroup (RR 1.08, 95% CI 1.03–1.14; I² = 74%). For delayed-phase CR (24-120 h), the pooled effect estimate was RR 1.11 (95% CI 0.98–1.27; I² = 84.3%). Control of nausea was significantly improved in the OLZ group compared with APR (RR 1.19, 95% CI 1.01–1.40; I² = 72.8%), particularly in anthracycline–cyclophosphamide–based regimens (RR 1.30, 95% CI 1.09–1.54; I² = 62.9%) and the 10-mg OLZ dose subgroup (RR 1.22, 95% CI 1.01–1.49; I² = 75.2%). Nausea control was also superior in both the acute phase (RR 1.13, 95% CI 1.01–1.27; I² = 76.5%) and the delayed phase (RR 1.31, 95% CI 1.05–1.65; I² = 93.3%). Control of vomiting was comparable between OLZ and APR (RR 0.99, 95% CI 0.92–1.07; I² = 0%), with no significant differences observed in the acute ( < 24 h) phase (RR 1.03, 95% CI 0.97–1.10; I² = 49%) or the delayed (24–120 h) phase (RR 1.00, 95% CI 0.97–1.04; I² = 0%). Conclusions: OLZ-based triple antiemetic regimens provide comparable CR and vomiting control to APR, with superior nausea control, particularly in anthracycline–cyclophosphamide regimens and at the 10-mg dose.
Implementación del Paradigma de Salud Mental de Precisión en Entornos Reales: Presentación del Proyecto NOVA
Roca, Pablo , Sánchez-Pedreño, Martín , Noheda-Cifuentes, Sara , Ramírez-Riveros, Eduar S. , Martín-Azañedo, Carolina, Martínez-Zaragoza, Fermín, Zangri, Rosaria María , Valle, Eduardo P. García del , León‐García, Montserrat , Gravholt, Derek L. , Roca, Pablo , Sanchez-Pedreño, Martin , Noheda, Sara , Ramírez-Riveros, Eduar, Martínez‐Zaragoza, Fermín , Zangri, Rosaria María , Valle, Eduardo P. García del , Enrique, Ángel , Saunders, Rob , Herrera, Luis Javier , Pegalajar, M.C. , Rodriguez‐Moreno, Sara

Mayo Clinic

Apuntes de Psicología | May 26, 2026 | Volume: 44 | Issue: 2 | Pages: 69-76

10.70478/apuntes.psi.2026.44.08 Get It

<title>RESUMEN</title> <p>A pesar de que la Práctica Basada en la Evidencia (PBE) ha estandarizado los tratamientos psicológicos, la realidad clínica sigue enfrentándose a una barrera persistente: la dificultad de traducir los resultados de ensayos clínicos grupales a la singularidad de cada paciente en contextos reales. Como respuesta, la Salud Mental de Precisión (SMP) propone una evolución del modelo actual, integrando el cuidado basado en la medición y la toma de decisiones basada en datos para ajustar la intervención a las necesidades específicas de cada persona, gracias en gran medida a desarrollos tecnológicos recientes como la Inteligencia Artificial (IA). En este contexto, el presente artículo persigue dos objetivos fundamentales. En primer lugar, sintetiza los pilares operativos de la SMP, analizando cómo la medición rutinaria y las predicciones algorítmicas pueden potenciar el juicio clínico del profesional. En segundo lugar, se introduce el proyecto NOVA (Navigating Outcomes via Analytics), un proyecto traslacional diseñado para superar las barreras actitudinales, tecnológicas, estadísticas y contextuales de la implementación de herramientas de SMP en España. Se discute sobre los pasos necesarios para cerrar la brecha entre la innovación tecnológica y la práctica asistencial en psicología, acelerando la adopción sostenible de una psicología de precisión en el mundo real.</p>
Hyaluronan Regulates Vascular Smooth Muscle Cell Osteogenic Differentiation and Vascular Calcification
Roy, Shrea, Kane, Jamie, Grigorieva, Irina, Roche-Dugmore, Dylan , Moore, Sacha , Steadman, Robert , Raby, Anne‐Catherine , Schurgers, Leon, Lutgens, Esther, Eringa, Etto C. , Vervloet, Marc , Fraser, Donald , Meran, Soma , Kane, Jamie , Schurgers, Leon J. , Kane, Jamie , Schurgers, Leon , Eringa, Etto C , Vervloet, Marc G , Fraser, Donald , Jakulj, Lily , Lutgens, Esther

Mayo Clinic

Biomolecules | May 22, 2026 | Volume: 16 | Issue: 5 | Pages: 729

10.3390/biom16050729 | PMID 42194078 Get It

Vascular calcification is a strong predictor of cardiovascular mortality and lacks effective treatment. The transformation of vascular smooth muscle cells (VSMCs) into osteoblast-like phenotypes is a key driver of calcification. This study identifies a regulatory role for Hyaluronan (HA) in VSMC osteogenic differentiation and arterial calcification. Human aortic VSMCs stimulated with high phosphate and/or pro-inflammatory cytokines (IL6 and TGF-β1) exhibited increased RUNX2, alkaline phosphatase and osteopontin expression, along with reduced contractility and elevated calcium deposition. This corresponded with reduced HA deposition and downregulation of HA synthase enzymes (HAS1, HAS2), Hyaluronidase enzymes (Hyal1), and HA binding proteins (CD44, TSG-6), whilst HAS3 and versican were upregulated. Comparable alterations in HA and protein expression were observed in an in vivo model of arterial calcification using vitamin K-deficient warfarin-fed mice. Pharmacological inhibition of HA synthesis, enzyme-mediated HA degradation and siRNA/plasmid modulation of HAS isoenzymes demonstrated a possible functional link between HA regulation and VSMC osteogenic differentiation. This study establishes HA and its associated binding proteins as key regulators of arterial calcification, highlighting a novel pathway for potential therapeutic intervention.
Association Between Glucagon‐Like Peptide‐1 Receptor Agonists and Suicidality: A Systematic Review
Chan, Timothy H., Leppien, Emily, Sommers, Eleanor J., Lussier, Mia E. , Gionfriddo, Michael R. , Lussier, Mia E , Cosler, Leon E.

Mayo Clinic

Diabetes, Obesity and Metabolism | May 18, 2026 | Volume: 28 | Issue: 8 | Pages: 6482-6508

10.1111/dom.70878 | PMID 42150748 Get It

ABSTRACT Aims We aimed to examine the association between GLP‐1 RA use and suicidal ideation or behaviours through a systematic review of observational studies. Materials and Methods A comprehensive search of MEDLINE, PubMed, EMBASE, CINAHL and PsycINFO was conducted from database inception through December 11, 2025. Observational studies investigating suicidal ideation, suicide attempts or complete suicide among adults using GLP‐1 RAs were included. Eligibility screening, data extraction and risk of bias assessments were performed independently and in duplicate, with disagreements resolved by a third reviewer. Results Forty‐three studies were included. Findings varied by study design. Some case reports suggested a temporal relationship between GLP‐1 RA use and suicidal ideation. Cross‐sectional studies and case–control studies identified a negative association between GLP‐1 RAs and suicide attempts. Pharmacovigilance and cohort studies showed more mixed results, with some studies identifying a positive association between semaglutide or liraglutide and suicidal ideation, while others paradoxically reported a negative association with suicidal behaviours (i.e., attempts and intentional self‐harm) or completed suicide. Conclusions While evidence does not support GLP ‐1 RAs as a causative agent for suicidality, due to multiple risk factors in this population, clinicians should routinely assess mental health status before and during GLP ‐1 RA treatment regardless of indication. Importantly, a history of concurrent mental health conditions should not preclude use of a GLP ‐1 RA ; rather, individual patient factors should be accounted for when making prescribing decisions.
A96-02 Isoflurane or Propofol for Sedation of Mechanically Ventilated Adults in the ICU: Results of the Inspire ICU Trials
Beitler, J R, Boncyk, C, O'Gara, B P, Englert, J A, Sachdev, A, Owens, R L, Baram, M, Chang, S Y, Berra, L, Blank, R D, Kim, C, Tanios, M A, Fort, A, Lubinsky, G, Odish, M F, Eisinger, G J, Santarisi, A, Serra, A L, Leon, J Espinosa, Garcia, I, Arboleda, A de Lima, Olney, S J, Dzierba, A L, Capers, K, Patel, M, Park, P K, Rengel, K, Carr, J R, Hill, N S, Brainard, J, Hudock, K M, Faisal, H, McDonagh, D, Smischney, N J, Mireles-Cabodevila, E, Nates, J L, Knox, D, Faugno, A J, Fuchita, M, Hite, R, Rizk, E, Jabaley, C, Peltan, I D, Yong, C M, Sheppard, K, Pun, B, Sverud, I, Sackey, P, Hughes, C, Investigators, INSPIRE ICU, Jabaley, Craig S. , Jabaley, Craig S , Beitler, Jeremy R. , Boncyk, Christina S. , O’Gara, Brian , Englert, Joshua A. , Sachdev, Alisha , Owens, R.L., Berra, Lorenzo M. , Tanios, Maged A. , Odish, Mazen Faris , Eisinger, Gregory J. , Santarisi, Abeer , Olney, Sara, Dzierba, Amy L. , Park, P.K., Rengel, Kimberly F. , Hill, N S, Hudock, Kristin , Smischney, Nathan J. , Mireles‐Cabodevila, Eduardo , Nates, Joseph L. , Faugno, Anthony J. , Sverud, Ida, Sackey, Peter , Hughes, Christopher G.

Mayo Clinic

American Journal of Respiratory and Critical Care Medicine | May 18, 2026 | Volume: 212 | Issue: Supplement_1 | Pages: No page available

10.1093/ajrccm/aamag162.4657 Get It

Abstract Introduction Sedation is routinely administered to facilitate comfort and tolerance of life support for critically ill adults dependent on invasive mechanical ventilation. Isoflurane, a widely used anesthetic during surgery, has properties that may also benefit ICU patients requiring continuous sedation. However, efficacy as a sedative and safety in this population is not well established. Methods We conducted two identically designed multicenter randomized trials, INSPIRE ICU1 and INSPIRE ICU2, at hospitals across the US. Ventilator-dependent adults were randomly assigned in a 1.5:1 ratio to receive either inhaled isoflurane or intravenous propofol as the first-line sedative for up to 48 ± 6 hours, targeting a sedation depth between Richmond agitation-sedation scale (RASS) -1 (drowsy) to -4 (responsive only to physical stimuli). Isoflurane was administered via an anesthetic conserving device (Sedaconda ACD-S). In both arms, opioids were permitted at the lowest dose required to achieve freedom from pain. The primary outcome was the percentage of time at target sedation level, assessed as a noninferiority outcome with pre-specified margin of 15%. Secondary outcomes included opioid exposure, wake-up time after end of treatment, time to extubation, and proportion of time with spontaneous breathing effort. Results A total of 470 combined participants were included in the two trials. In each trial, 142 patients were randomly assigned to isoflurane and 93 to propofol. In INSPIRE ICU1, percentage of time within target sedation depth was 77.1 [53.2, 89.9] % with isoflurane and 80.9 [58.2, 96.4] % with propofol (difference -1.5 [-8.9, &gt;99] %; p &lt; 0.01 for noninferiority). In INSPIRE ICU2, percentage of time within target sedation depth was 72.6 [66.4, 78.9] % with isoflurane and 74.5 [67.5, 81.5] % with propofol (difference -1.9 [-9.4, &gt;99] %; p &lt; 0.01 for noninferiority). In both trials, patients assigned to isoflurane received significantly less opioid, measured as fentanyl equivalents, during the treatment period. In INSPIRE ICU2, participants receiving isoflurane were significantly likelier to exhibit spontaneous breathing efforts, but this finding was not replicated in INSPIRE ICU1. There were no significant differences in time to wake-up or time to extubation between groups in either trial. No episodes of malignant hyperthermia or propofol infusion syndrome were reported. Adverse events were comparable in type and frequency between groups. Conclusions In two US multicenter trials, isoflurane was noninferior to propofol for maintaining target sedation depth in adults undergoing invasive ventilation, and was associated with significantly lower opioid exposure. (NCT05327296, NCT05312385) This abstract is funded by: Sedana Medical
QuTILs: Open-Source Image-Based Infiltrating Immune Cell Detection for Research Application
Ballman, Karla, Leon-Ferre, Roberto

Mayo Clinic

No container title available | May 14, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-9535059/v1 | PMID 42183372 Get It

Abstract Stromal tumor infiltrating lymphocytes (sTILs), quantified via hematoxylin and eosin (H&E) tumor slides, are associated with improved response to chemotherapy and better overall survival (OS) in triple-negative breast cancer (TNBC). Digitization of H&E slides offers the opportunity for image-based computational approaches to enumerate sTILs. We describe QuTILs, a research-based TIL enumeration approach using a multilayer perceptron-based framework trained on open-source H&E images using the QuPath software and executed on a standard computer. QuTILs was applied to H&E images from two phase III TNBC clinical trials, CALGB 40502 and 40603 (total n = 462 patients). In Cox proportional hazards models, QuTILs showed significant univariate association in CALGB 40502, with higher TIL% associated with reduced hazard (HR: 0.75, 95% CI: 0.63–0.91), which remained significant in multivariable models and validation CALGB 40603 TNBC clinical trial. In summary, QuTILs provides a computationally efficient, open-source workflow for sTIL identification from digital H&E images for research application.
Preventing and reducing burnout globally: a six continent thematic assessment
Linzer, Mark , Sullivan, Erin E, Nguyen, Trung Anh , Herco, Fiona, Holmes, Jennifer, Lovaton, Paula Gabriela Ponce de Leon, Sara, Jaskanwal Deep Singh , Goelz, Elizabeth , Hooper, Vallire, McWilliams, Jordan, Poplau, Sara , O’Brien, Emily, Sullivan, Erin E. , Hoare, Jacqueline , Lovaton, Paula Ponce de Leon, Alexandrou, Michaella , Hooper, Vallire D. , Porta, Carolyn M. , Montori, Víctor M.

Mayo Clinic

Research Connections | May 9, 2026 | Volume: 1 | Issue: 2 | Pages: No page available

10.1093/rescon/vmag064 | PMID 42358796 Get It

Abstract Background and Aims Burnout affects millions of healthcare workers worldwide, from food service and nurses to physicians and leaders, impairing worklives and threatening health system stability. Methods An international collaborative, PREVAIL, was created to reduce burnout globally. Leaders from six continents shared structured insights into the local state of wellness and burnout contributors and mitigators, which were then subjected to a formal thematic (qualitative) analysis to identify common and region-specific themes. Results Across continents, findings showed the global state of well-being was in danger, though threats varied by region: long shifts in Africa, heavy workloads in Asia, austerity-prone environments in Europe and financially driven care in North America. Vulnerable worker groups included women, nurses, and primary care. Mitigators included workload and schedule adjustments (Africa), shift policies with fair pay (Asia), leader support and regular well-being assessments (Australia), improved psychosocial services (Europe), organizational wellness support and career development (North America), and trainee support (South America). Conclusions A proposed “common pathway” framework explains shared drivers of poor workforce well-being and provides actionable steps for promoting compassionate, supportive environments worldwide. Implications/Learning Points Adopting a coordinated international approach may prevent devastating workforce shortages over the comingdecades. Burnout assessment and reduction in the global workforce is a high priority.
Sex-Based Patterns and Trends in Transcatheter Aortic Valve Implantation
Nicolas, Johny, Gelijns, Annetine C., Moskowitz, Alan J., Leon, Martin B., Mehran, Roxana, Chikwe, Joanna, Mack, Michael J., Guerrero, Mayra E., Makkar, R, Jessup, Mariell, O’Gara, Patrick T., Egorova, Natalia, Nicolas, Johny , Gelijns, Annetine C. , Moskowitz, Alan J. , Leon, Martin B. , Mehran, Roxana , Chikwe, Joanna , Mack, Michael J. , Guerrero, Mayra , Makkar, Raj , Jessup, Mariell , O’Gara, Patrick T. , Egorova, Natalia

Mayo Clinic

JAMA Cardiology | May 6, 2026 | Volume: 11 | Issue: 6 | Pages: 496

10.1001/jamacardio.2026.0941 | PMID 42090130 Get It

Importance Sex-related disparities affect diagnosis, referral, and prognosis of aortic valvular diseases. Contemporary US data on transcatheter aortic valve implantation (TAVI) by sex are limited. Objective To characterize 10-year trends in TAVI use, periprocedural complications, and long-term outcomes among Medicare beneficiaries, stratified by sex. Design, Setting, and Participants This nationwide, retrospective, population-based cohort study used US Medicare claims data from fee-for-service beneficiaries discharged after TAVI from January 1, 2013, to December 31, 2022. The median follow-up time was 2.19 (IQR, 0.94-3.79) years. Exclusions included patients who had concomitant valve surgery, infective endocarditis, valve-in-valve TAVI, transapical TAVI, TAVI for pure aortic insufficiency, or later conversion to Medicare Advantage. Analyses were conducted between October 1, 2024, and April 1, 2025. Exposure TAVI. Main Outcomes and Measures The primary outcome was all-cause mortality. Secondary outcomes included periprocedural mortality, vascular complications, acute kidney injury, major or life-threatening bleeding, stroke, acute myocardial infarction (AMI), permanent pacemaker implantation (PPI), and hospitalization for heart failure (HF). Adjusted odds ratios (AORs) and hazard ratios (AHRs) with 95% CIs were estimated. Results The study included 314 123 patients (141 233 women [45.0%] and 172 890 men [55.0%]). Women were older than men (mean [SD] age, female: 80.3 [7.8] years; male: 79.4 [7.7] years; standardized mean difference, 12%). The proportion of female patients who underwent TAVI declined from 47.6% in 2013 to 43.6% in 2022 ( P &amp;lt; .001). Compared with men, women had higher periprocedural mortality (2.5% vs 2.2%; AOR, 1.20 [95% CI, 1.14-1.26]), vascular complications (5.8% vs 3.6%; AOR, 1.65 [95% CI, 1.60-1.71]), and bleeding (10.4% vs 6.8%; AOR, 1.67 [95% CI, 1.62-1.71]) but less PPI (16.9% vs 20.0%; AOR, 0.81 [95% CI, 0.79-0.82]). Long-term mortality was lower in female patients (AHR, 0.92; 95% CI, 0.91-0.93), although their risks of HF hospitalization, AMI, stroke, and bleeding were higher. Conclusions and Relevance Among Medicare beneficiaries, women constituted a progressively declining proportion of patients treated with TAVI, experienced more periprocedural complications, and demonstrated modestly better long-term survival compared with men. Further work is needed to understand factors influencing these trends and to refine sex-specific strategies for optimal outcomes.
ABSTRACT NUMBER: ESOC2026A1182 PREDICTING REDUCED EJECTION FRACTION IN ACUTE ISCHEMIC STROKE PATIENTS: A PREDICTION MODEL FROM THE MIND THE HEART STUDY
Wisse, Maaike, Beemsterboer, Chiel, Kashout, Eslam, Nio, Shan Sui , Marquering, Henk, Majoie, Charles, Planken, R Nils, Coutinho, Jonathan, Rinkel, Leon, Beemsterboer, Chiel F.P. , Bouma, Berto J. , Marquering, Henk A. , Majoie, Charles B.L.M. , Planken, R. Nils , Rinkel, Leon A.

Mayo Clinic

European Stroke Journal | May 6, 2026 | Volume: 11 | Issue: Supplement_1 | Pages: i337-i338

10.1093/esj/aakag023.585 Get It

Abstract Background and aims Cardiac CT is increasingly used in the acute diagnostic work-up of acute ischemic stroke (AIS), but commonly used scan protocols do not allow assessment of left ventricular ejection fraction (LVEF), a known predictor of functional outcome. We aimed to develop a prediction model for reduced LVEF using clinical and imaging data. Methods This post-hoc analysis of the Mind the Heart study included AIS patients who underwent acute cardiac CT (acquired during diastole) and routine diagnostic work-up, including transthoracic echocardiography (TTE), which served as the reference standard for LVEF. Multivariable logistic regression models incorporating baseline variables, arterial input function (AIF) derived from CT-perfusion, and left atrial and ventricular cardiac CT volumes were developed using the training set (80%) to predict reduced LVEF (&lt;50%). Performance was evaluated on the testing set (20%) using receiver operating characteristic analysis, reporting the area under the curve (AUC), sensitivity, and specificity. Non-linear associations were modeled using restricted cubic splines, and Least Absolute Shrinkage and Selection Operator regression was used for variable selection. We evaluated whether cardiac CT information improved model fit. Results We included 298 AIS patients (61% male, median age 71 [IQR 61-79] years), of whom 87 (29%) had reduced LVEF. The final model showed moderate discrimination (AUC 0.71), sensitivity (0.67) and specificity (0.70). Including cardiac CT volumes in addition to baseline and AIF variables improved model fit (p=0.04). Conclusions Our model may aid risk stratification for reduced LVEF in AIS patients undergoing acute cardiac CT and could support identification of patients in whom additional TTE is warranted. Conflict of interest MMW received the Arthur Fonville Award for Stroke Research in 2025 for this work. SSN received travel grants from the Cultuurfondsbeurs, Remmert Adriaan Laan Fonds, CONTRAST consortium and Dr. Jan Meerwaldt Stichting outside the submitted work, JMC reports grants from Medtronic, Siemens, AstraZeneca and Bayer outside the submitted work (all paid to institution). JMC is shareholder and co-founder of TrianecT. CBM reports grants from Stryker and Boeringher-Ingelheim outside the submitted work (paid to institution) and is shareholder of Nicolab (minority interest). LAR was supported by a personal Dekker Junior Clinical Scientist Grant from the Dutch Heart Foundation.The other authors have no financial conflicts of interest.