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Sex differences in the clinical manifestation of autosomal dominant frontotemporal dementia
Memel, Molly , Staffaroni, Adam M. , Ilan‐Gala, Ignacio, Castro, J. García , Kornak, John , Tartaglia, Carmela M., Saloner, Rowan, Cadwallader, Claire J. , Chen, Coty , Gorno‐Tempini, Maria Luisa , Mandelli, Malu, Apostolova, Liana , Graff-Radford, N. R., Pressman, Peter , Miyagawa, Toji , Mackenzie, Ian R. , Darby, R. Ryan , Petrucelli, Len, Gendron, Tania, Heuer, Hilary W. , Forseberg, Leah K., Brushaber, Nellie, Domoto‐Reilly, Kimiko , Ghoshal, Nupur , Pascual, Belén , Lee, Suzee, Ramos, Eliana Marisa , Rademakers, Rosa , Rascovsky, Katya, Masdeu, Joseph C. , Boxer, Adam L., Rosen, Howard J. , Casaletto, Kaitlin B. , Illán‐Gala, Ignacio , Graff-Radford, Neil, Boeve, Brad F, Pascual, Belen , Domoto-Reilly, Kimiko , Garcia Castro, Jesús , Illán-Gala, Ignacio , Saloner, Rowan , VandeBunte, Anna M. , Paolillo, Emily W. , Litvan, Irene , Bayram, Ece , Goldman, Jill , Appleby, Brian S. , Gendron, Tania F. , Rojas, Julio C. , Boeve, Bradley F. , Lapid, Maria I. , Ramanan, Vijay K. , Pantelyat, Alexander , Masdeu, Joseph C , Snyder, Allison , Boxer, Adam L.

Alzheimer's & Dementia | April 25, 2025 | Volume: 21 | Issue: 4 | Pages: No page available

10.1002/alz.14630 | PMID 40277077 Get It

Abstract INTRODUCTION Sex differences are apparent in neurodegenerative diseases but have not been comprehensively characterized in frontotemporal dementia (FTD). METHODS Participants included 337 adults with autosomal dominant FTD enrolled in the ALLFTD Consortium. Clinical assessments and plasma were collected annually for up to 6 years. Linear mixed‐effects models investigated how sex and disease stage are associated with longitudinal trajectories of cognition, function, and neurofilament light chain (NfL). RESULTS While sex differences were not apparent at asymptomatic stages, females showed more rapid declines across all outcomes in symptomatic stages compared to males. In asymptomatic participants, the association between baseline NfL and clinical trajectories was weaker in females versus males, a difference that was not present in symptomatic participants. DISCUSSION In genetic FTD, females show cognitive resilience in early disease stages followed by steeper clinical declines later in the disease. Baseline NfL may be a less sensitive prognostic tool for clinical progression in females with FTD‐causing mutations. Highlights Females with genetic FTD exhibit overall steeper increases in plasma neurofilament light chain (NfL) than males. Females with genetic FTD outperform NfL levels in asymptomatic stages compared to males. Once symptomatic, females with genetic FTD decline more rapidly than males. Plasma NfL is a stronger prognostic marker in asymptomatic males than females.
Global Barriers to Otolaryngology Care
Patterson, Rolvix H. , Bangash, Ali Haider , Pandey, Akansha, Elwell, Zachary , Adeyemo, Adebolajo A. , Cahill, Gabrielle , Cherches, Alexander , Daudu, Davina , Der, Carolina , Din, Taseer , Hapunda, Racheal , Ibekwe, Titus , Maina, Ivy W. , Mukuzi, Allan, Nakku, Doreen , Petrucci, Beatriz, Pietrobon, Carolina, Salano, Valerie , Sprow, Holly N. , Waterworth, Christopher J. , Wiedermann, Joshua P. , Xu, Mary Jue , Alkire, Blake C., Okerosi, Samuel , Initiative, Global Otolaryngology–Head and Neck Surgery, Bhutta, Mahmood F. , Dillard, Lauren K. , Ncogoza, Isaie , Lin, H.C., Potent, Keith, Adel, Iman, Wiedermann, Joshua , Cherches, Alexander D , Din, Taseer , Ncogoza, Isaie , Bangash, Ali Haider , Patterson, Rolvix H , Zalaquett, Nader , Pandey, Akansha, Nuss, Sarah , Fei‐Zhang, David J. , Srinivasan, Tarika , Fagan, Johannes J. , Kahinga, Aveline Aloyce , Seguya, Amina , Shaye, David , Smith, Emily R. , Tamir, Sharon Ovnat , Wen, Christopher Z. , Initiative, Global Otolaryngology–Head and Neck Surgery, Shah, Keshav V. , Potent, Keith

JAMA Otolaryngology–Head & Neck Surgery | April 24, 2025 | Volume: 151 | Issue: 6 | Pages: 604

10.1001/jamaoto.2025.0573 | PMID 40272811 Get It

ImportanceUnderstanding the global barriers to otolaryngology–head and neck surgery (OHNS) care is crucial in addressing disparities in access to care, particularly in low-income and middle-income countries (LMICs).ObjectiveTo characterize barriers to comprehensive otolaryngology care across World Bank income groups.Design, Setting, and ParticipantsUsing an online cross-sectional survey that was administered by the Global OHNS Initiative via international and national professional societies, personal contacts, and social media, this study captured the perceptions of otolaryngologists regarding barriers to OHNS care at the levels of the country, health sector, clinician, and patient. Participants included otolaryngologists from the 194 World Health Organization member states and Taiwan. Eligibility criteria included a medical degree and specialized training in managing conditions of the ear, nose, and throat. The nonresponse rate was not recorded. The data collection period spanned from October 2022 to June 2023.ExposuresExposures included World Bank income group classification.Main Outcomes and MeasuresThe primary outcomes were Likert scale responses regarding frequency of barriers to OHNS care. The a priori hypothesis was that LMICs would report more frequent barriers to OHNS care.ResultsThe study involved 146 otolaryngologists (47 female individuals [32%]), with 69 (47%) from high-income countries and 77 (53%) from LMICs. Male individuals represented 45 high-income country respondents (65%) and 54 LMIC respondents (70%). Barriers were reported across income groups at all levels of the health system, with a higher frequency in LMICs. Several barriers were reported to be more substantial in LMICs, such as the national volume and distribution of otolaryngologists, financial compensation for clinicians, and patient stigma, and others were common across income settings, such as the availability of operating rooms and inflexible working hours. Common concerns included national and health sector barriers: OHNS workforce, referral networks, government support; clinician barriers: excessive clinician workloads, understaffing, poor administration support; patient barriers: distance to health care facilities, financial burdens such as medical costs and foregone wages, stigma, and health literacy.Conclusions and RelevanceThe results of this cross-sectional study suggest that there are barriers to otolaryngology care globally that affected all levels of the health care system. This work may inform prioritization of otolaryngology within research and policy, and it emphasizes the need for effective strategies to expand access to otolaryngology care, particularly in lower-income settings.
Prognostic Significance of Germline DICER1 Pathogenic or Likely Pathogenic Variants in Outcomes of Ovarian Sertoli-Leydig Cell Tumor
Nelson, Alexander T. , Watson, David , Chen, Kenneth , Olson, Damon R. , Stall, Jennifer N., Devins, Kyle M. , Young, Robert H. , Kamihara, Junne , Mallinger, Paige, Kim, Jung , Hatton, Jessica N. , Schneider, Dominik T. , Harris, Anne K. , Dehner, Louis P. , Schultz, Kris Ann P. , Watson, Dave , Chen, Kenneth S , Mallinger, Paige H R , Messinger, Yoav H , Frazier, A Lindsay , Stewart, Douglas R , Harris, Anne K , Dehner, Louis P , Hill, Dana Ashley , Schultz, Kris Ann P , Olson, Damon R , Schneider, Dominik T , Devins, Kyle M , Messinger, Yoav H.

JCO Precision Oncology | April 23, 2025 | Volume: No volume available | Issue: 9 | Pages: No page available

10.1200/po-24-00902 | PMID 40267387 Get It

PURPOSE Sertoli-Leydig cell tumors (SLCTs) are rare sex cord-stromal tumors, representing <0.5% of all ovarian tumors. We analyze the role of germline DICER1 status in outcomes of ovarian SLCT. METHODS Patients with SLCT were enrolled in the International Pleuropulmonary Blastoma/ DICER1 Registry and/or the International Ovarian and Testicular Stromal Tumor Registry. Medical records were systematically abstracted, and those with known germline DICER1 status were selected for analysis. RESULTS Of 162 patients with SLCT, 60% had a germline DICER1 pathogenic or likely pathogenic (P/LP) variant. The adjusted 3-year recurrence-free survival (RFS) was 87.2% (95% CI, 79.4 to 95.8) for patients with a germline DICER1 P/LP variant compared with 78.1% (95% CI, 66.4 to 91.9) for those without a germline DICER1 P/LP variant ( P = .043). The adjusted 3-year and 5-year overall survival (OS) was 93.9% (95% CI, 87.3 to 100.0) for those with a germline DICER1 P/LP variant compared with the 3-year OS of 91.3% (95% CI, 83.4 to 100.0) and the 5-year OS of 78.2% (95% CI, 63.8 to 95.9) for those without a germline DICER1 P/LP variant ( P = .021). Among patients with a germline DICER1 P/LP variant, the risk of a subsequent, nonrecurrent event was 36.2% (95% CI, 21.4 to 48.1) within 10 years. Previous/concurrent and subsequent neoplasms were rare among those without a germline DICER1 P/LP variant. CONCLUSION This cohort study of patients with SLCT demonstrated that those with germline DICER1 P/LP variants had superior RFS and OS even when adjusting for other prognostic factors. Beyond prognostic implications of a germline DICER1 P/LP variant, germline testing helps identify patients at risk of subsequent neoplasms, including metachronous SLCT.
Ovarian juvenile granulosa cell tumor: A report from the International Ovarian and Testicular Stromal Tumor and International Pleuropulmonary Blastoma/DICER1 Registries
Harris, Anne K. , Nelson, Alexander T. , Watson, Dave , Mallinger, Paige, Stering, Allen I., Snyder, Stacy L., Levy, Carolyn Fein , Kamihara, Junne , Herzog, Cynthia E. , Lagmay, Joanne , Foresto, Steve, Young, Robert H. , Dehner, Louis P. , Tadavarthy, Anil K., Stall, Jennifer N., Billmire, Deborah F., Schneider, Dominik T. , Schultz, Kris Ann P. , Kamihara, Junne , Chen, Kenneth S , Devins, Kyle M , Schneider, Dominik T , Schultz, Kris Ann P , Levy, Carolyn Fein , Harris, Anne K , Messinger, Yoav H. , Frazier, A Lindsay , Chen, Kenneth , Devins, Kyle M. , Hill, Dana Ashley

Cancer | April 23, 2025 | Volume: 131 | Issue: 9 | Pages: No page available

10.1002/cncr.35862 | PMID 40267023 Get It

AbstractBackgroundOvarian juvenile granulosa cell tumors (juvGCT) are rare sex cord‐stromal tumors that occur primarily in children and adolescents. This study summarizes the clinical presentation and outcomes of patients with juvGCT.MethodsPatients were enrolled in the International Ovarian and Testicular Stromal Tumor and/or International Pleuropulmonary Blastoma/DICER1 Registries. Available medical records were abstracted, and pathology was centrally reviewed. Surgical staging was classified using the 2014 International Federation of Gynecology and Obstetrics (FIGO) criteria.ResultsIn total, 70 patients with juvGCT enrolled and were diagnosed between 2001 and 2024; most patients (81%, 57 of 70) presented with FIGO stage I disease. Adjuvant chemotherapy was given in 30% (21 of 70); all regimens were platinum‐based. Three‐year event‐free survival among patients with stage IA tumors was 80.2% (95% confidence interval [CI], 62.4%–100.0%), IC1 was 87.4 (95% CI, 72.4%–100.0%), IC2‐IC3 was 63.6% (95% CI, 40.7%–99.5%), and II‐IV was 48% (95% CI, 24.6%–93.8%). Of the patients with recurrent juvGCT with known mitotic index (MI), all had MI greater than 19 mitoses per 10 high power fields (HPF) at diagnosis.ConclusionOutcomes were worse for patients with FIGO stage ≥IC2 disease and for tumors with >19 mitoses per 10 HPF. Given the prognostic significance of MI, the authors strongly recommend the assessment of MI for all juvGCTs. More information about tumor biology is critical to identify which patients may benefit from adjuvant chemotherapy and to facilitate the development of novel therapies.
Pulley Reconstruction for Bowstringing After Gracilis Free Functioning Muscle Transfer for Elbow Flexion in Adult Traumatic Brachial Plexus Injury
Lee, Ellen Y. , Spinner, Robert J., Bishop, Allen T. , Spinner, Robert J. , Shin, Alexander Y.

Techniques in Hand & Upper Extremity Surgery | April 23, 2025 | Volume: 29 | Issue: 3 | Pages: No page available

10.1097/bth.0000000000000516 | PMID 40263975 Get It

The gracilis free functioning muscle transfer is an established procedure for reconstructing elbow, wrist, and hand function in adult traumatic brachial plexus injury patients. Elbow flexion or distal wrist or hand function can be compromised by gracilis bowstringing in up to 17.8% of patients. Two techniques for pulley reconstruction to correct bowstringing and improve the function of the gracilis transfer are described.
Beyond Human Limits: The Promise and Pitfalls of Large Language Models in Radiology Research
Reyes, Chloe, Nguyen, Evie, Alexander, Lauren F. , Deahl, Zoe, Khandelwal, Ashish , Mayes, Connor, Alexander, Lauren F , Reyes, Chloe, Bhayana, Rajesh , Mayes, Connor, Zulfiqar, Maria , Tan, Nelly

Journal of Computer Assisted Tomography | April 22, 2025 | Volume: 49 | Issue: 4 | Pages: 545-553

10.1097/rct.0000000000001709 | PMID 40262653 Get It

This review examines the applications and challenges of large language models (LLMs), like OpenAI’s ChatGPT, in radiology research. ChatGPT can assist radiology researchers in generating new ideas, finding and summarizing research papers, designing studies, analyzing data, and facilitating manuscript writing. LLMs are powerful tools with numerous applications in radiology research. However, users should be mindful of potential pitfalls, such as producing incorrect or biased outputs and inconsistent responses, along with ethical and privacy concerns. We discuss approaches to optimize models and address these issues, including prompting techniques like chain-of-thought prompting, retrieval-augmented generation, and fine-tuning. For researchers, prompt engineering can be particularly effective. This review seeks to demonstrate how researchers can utilize ChatGPT for radiology research while offering strategies to mitigate associated risks. We aim to help researchers harness these potent tools to safely boost their productivity.
Abstract 2588: Stromal remodeling promotes immune triad formation in the tumor microenvironment (TME)
Lagal, Daniel J., Hong, Duncan, Papadas, Athanasios , Gibbons, Alicia , Huang, Yun , Dou, Yaling, Cicala, Alexander , Molina, Elsa , Deming, Dustin A. , Asimakopoulos, Fotis , Matkowskyj, Kristina A.

Cancer Research | April 21, 2025 | Volume: 85 | Issue: 8_Supplement_1 | Pages: 2588-2588

10.1158/1538-7445.am2025-2588 Get It

Abstract Recent evidence has highlighted the critical requirement for “immune triads” of CD8+ T cells, CD4+ T cells and dendritic cells (DC) for tumor elimination in response to checkpoint inhibition (CPI) immunotherapy. However, the mechanistic underpinnings of this cross-talk are poorly understood. Immune triads are often located in peripherally-distributed DC-rich niches within the tumor stroma. We have hypothesized that stromal remodeling in response to tumor expansion generates homeostatic signals that trigger an adaptive immune response that may ultimately fail through effector exhaustion or apoptosis. In particular, stromal proteolysis of the large matrix proteoglycan versican (VCAN) has been associated with T-cell infiltration across multiple tumor types. The objective of this study was to interrogate a mechanistic link between stromal remodeling, immune triad formation and response to CPI. We used HALO image analysis to determine the spatial relationship of CD4+ and CD8+ T cells in a panel of 95 human non-small cell lung cancers. Each tumor was VCAN proteolysis-scored based on a binning system measuring staining intensity for a neoepitope exposed through site-specific VCAN proteolysis. Tumors displaying VCAN proteolysis intensity of zero (0) had an average of 0.122 CD8+ T cells located with 10um of a CD4+ T cell vs. 0.216 in tumors with any VCAN proteolysis (intensity 1, 2, 3 combined); p=0.04. Similar results were obtained when measuring proximity of CD4+ to CD8+ T cells (0.124 vs 0.223, p=0.02). These data demonstrate that remodeling stroma promotes CD4+:CD8+ crosstalk. Site-specific VCAN proteolysis releases a 441 N-terminal bioactive fragment, versikine. Versikine constitutes a classical “matrikine”, i.e., a bioactive matrix fragment possessing novel functions compared to its parent macromolecule. To determine the mechanisms by which versikine may promote immune triad niches, we generated several transplantable syngeneic tumor cell lines engineered to stably secrete versikine into the TME. One CPI-refractory tumor cell line (Lewis Lung Carcinoma, LLC) and two partially CPI-responsive transplantable tumor lines (CT26 and MC38 colorectal carcinoma) were extensively characterized through flow cytometry, spatial immunofluorescence and scRNAseq. Our results demonstrate that in all contexts, versikine results in expansion of Tfh-like CD4+ T cells expressing Cd40lg and Icos. This expansion is associated with specific patterns of CD8+ T cell exhaustion that will be discussed. Therapeutically, versikine reversed anti-PD-1 pathway refractoriness in the poorly-immunogenic LLC model and demonstrated superior synergy with CPI in the more immunogenic CT26 and MC38 models, leading to tumor eradication with resistance to tumor rechallenge. Our data bolster the mechanistic rationale for exploitation of stromal remodeling signals to promote CD4+T:CD8+T:DC cross-talk for enhanced CPI efficacy. Citation Format: Daniel Lagal, Duncan Hong, Athanasios Papadas, Alicia Gibbons, Yun Huang, Yaling Dou, Alexander Cicala, Elsa Molina, Kristina Matkowskyj, Dustin Deming, Fotis Asimakopoulos. Stromal remodeling promotes immune triad formation in the tumor microenvironment (TME) [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2025; Part 1 (Regular Abstracts); 2025 Apr 25-30; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2025;85(8_Suppl_1):Abstract nr 2588.
The Relationship Between Social Determinants of Health and Cholesteatoma Care
Patel, Mayuri S., Hochwald, Alexander , Raymond, Mallory , Patel, Mayuri S., Candelo, Estephanía , Raymond, Mallory J

Otology & Neurotology Open | April 17, 2025 | Volume: 5 | Issue: 2 | Pages: e069

10.1097/ono.0000000000000069 Get It

Objective: To explore the associations between social determinants of health (SDOH) and the access to, delivery of, and outcomes of cholesteatoma care. Study Design: Retrospective review. Setting: Multisite tertiary care institution. Methods: Seventy-five adults (aged 18–83) with cholesteatoma who completed SDOH questionnaires were included. Outcome measures included SDOH risk factor prevalence (stress, housing instability, financial resource strain, social connectedness, food insecurity, intimate partner violence), disease severity, hearing loss degree at presentation, mean time from symptom onset to diagnosis, postoperative improvements in air-bone gaps (ABG), complication rates, and two-stage surgery rates. Results: Stress (n = 45; 60%) was the most prevalent SDOH risk factor. Females (n = 23; 79.3%; P = 0.05; d = –0.24]), younger adults (mean age = 45; P = 0.01; d = –0.69), and individuals with lower education (n = 23; 82.1%; P = 0.04; d= –0.26) were more likely to have at least one SDOH risk factor. Patients with SDOH risk factors had better preoperative air pure tone averages (mean [SD] = 39.7 [16]; P = 0.01; d = –0.69) than patients without SDOH risk factors (mean [SD] = 50.1 [13.5]); but the ABG was similar between groups (P = 0.16; d = –0.38). No differences were identified in any measure of cholesteatoma care between patients with and without SDOH risk factors. Conclusion: Stress is a prevalent SDOH risk factor among patients with cholesteatoma, but it might not influence cholesteatoma care. Though female sex, younger age, and lower education levels were associated with having at least one SDOH risk factor, these also might not influence cholesteatoma care. Intentional study of larger, more heterogeneous populations is necessary to validate these observations.
Abstract P1019: Patient Values and Anticoagulant Decisions in Atrial Fibrillation: a Secondary Analysis of the RED-AF Shared Decision-Making Trial
Kolomaya, Alexander , Christensen, Joshua , Throolin, Michael J , Fagerlin, Angie, Witt, Daniel M. , Barnes, Geoffrey D. , Cameron, Kenzie A. , Passman, Rod , Noseworthy, Peter A. , Cavanaugh, Kerri L. , Steinberg, Benjamin A. , Ozanne, Elissa M.

Circulation | April 17, 2025 | Volume: 151 | Issue: Suppl_1 | Pages: No page available

10.1161/cir.151.suppl_1.p1019 Get It

Background: Deciding to use oral anticoagulation (OAC) for stroke prevention in patients with atrial fibrillation (AF) is complex. For many, the decision between treatment and non-treatment requires a primary tradeoff between the risks of potential stroke and increased bleeding. Hypothesis: We hypothesized that patient values and empiric stroke risk measured by CHA 2 DS 2 -VASc score would influence OAC decisions. Methods: We conducted a secondary analysis of a randomized clinical trial where eligible clinicians and patients were independently randomized to one of two decision aids (DAs) – a patient decision aid and/or an encounter decision aid. Eligible patients were adults with AF with CHA 2 DS 2 -VASc≥1 for men or ≥2 for women. Patients newly prescribed (OAC-naive subgroup) or already taking OAC (OAC-experienced subgroup) were included. We assessed patient values using a 5-point Likert scale between stroke prevention and bleeding risk after SDM during a clinical encounter. We report preliminary results using descriptive statistics and adjusted analysis to investigate the effects of CHA 2 DS 2 -VASc and expressed values on OAC use. Results: 1005 patients were included in the analysis. 828 (82%) patients valued stroke prevention over bleeding risk. Among the OAC-naive group, 175 (63%) valued stroke prevention more than bleed avoidance, 58 (20%) valued bleed avoidance more than stroke prevention, and 47 (17%) were neutral. In the unadjusted analysis, patients were more likely to value stroke prevention if they were OAC-experienced (p<0.001), older (p<0.001), female (p< 0.001), had patient-reported bleeding (p=0.003), or if CHA 2 DS 2 -VASc ≥ 2 if male, ≥3 if female (p<0.001) Table 1 . After adjustments, there were significant associations for OAC use among patients who valued stroke prevention (OR 5.35, 95%CI 3.13-9.13, p<0.001) or had higher CHA 2 DS 2 -VASc (OR 2.03, 95%CI 1.26-3.27, p=0.004). Patients who valued bleed avoidance had an opposing association not to use OAC (OR 0.23, 95%CI 0.11-0.48, p<0.001). Conclusions: Patients with elevated risk (CHA 2 DS 2 -VASc score, age, and female), and those who reported a prior bleeding event valued stroke prevention more than bleeding avoidance. Both empiric stroke risk and patient values were associated with the decision to use OAC. While the tradeoff between stroke prevention and bleeding risk is only one aspect of the decision-making process, these results indicate variability in patient values may influence OAC use.
External validation of a model to predict recurrence-free and melanoma-specific survival for patients with melanoma after sentinel node biopsy
Stassen, Robert C , Maas, Carolien C. H. M. , Leong, Stanley P. L. , Kashani–Sabet, Mohammed , White, Richard L. , Pockaj, Barbara A. , Schneebaum, Schlomo , Vetto, John T. , Avisar, Eli , Howard, John H. , O’Donoghue, Cristina, Akkooi, Alexander C. J. van , Grünhagen, Dirk J. , Verhoef, Cornelis , Grünhagen, Dirk J , Olofsson Bagge, Roger , Zager, Jonathan S. , Kosiorek, Heidi , Verhoef, Cornelis , Klaveren, David V. , Bagge, Roger Olofsson

British Journal of Surgery | April 17, 2025 | Volume: 112 | Issue: 4 | Pages: No page available

10.1093/bjs/znaf037 | PMID 40243383 Get It

Abstract Background Recently, a model to predict 5-year recurrence-free survival (RFS) and melanoma-specific survival (MSS) after sentinel lymph node biopsy (SLNB) was published. The aim of this study was to validate that model in a large independent international cohort. Methods The database of the Sentinel Lymph Node Working Group (SLNWG) was analysed for patients with malignant melanoma who underwent SLNB. Patients with clinical stage III melanoma, a history of other malignancies, or receiving concomitant systemic therapies during follow-up were excluded. The model’s predictive performance was evaluated using discrimination and calibration metrics in the eligible cohort. Decision curve analysis was performed to assess the clinical value of the model. Results The external validation cohort consisted of 6174 patients of the SLNWG from the USA, Europe, and Israel. A positive sentinel node was found in 788 patients (12.8%). The area under the time-dependent receiver operating characteristic (ROC) curve of the external validation was 0.76 (95% c.i. 0.74 to 0.77) for RFS and 0.79 (95% c.i. 0.76 to 0.81) for MSS. The model was well calibrated, as the observed 5-year survival rates aligned closely with the predicted survival rates (calibration slope of 0.98 for RFS and calibration slope of 0.99 for MSS). The model provided a net benefit versus the ‘treat all’ and ‘treat none’ strategies at the predetermined probability threshold for recurrence of 45%. Conclusion The model demonstrated good performance in a large heterogeneous independent cohort, emphasizing its robustness. Decision curve analysis revealed a clear net benefit of the model over a treat all strategy, highlighting its potential for clinical use.