دورية أكاديمية

Predicting response to checkpoint inhibitors in melanoma beyond PD-L1 and mutational burden

التفاصيل البيبلوغرافية
العنوان: Predicting response to checkpoint inhibitors in melanoma beyond PD-L1 and mutational burden
المؤلفون: Morrison, Carl, Pabla, Sarabjot, Conroy, Jeffrey M., Nesline, Mary K., Glenn, Sean T., Dressman, Devin, Cruz Merino, Luis de la, Ernstoff, Marc S.
المساهمون: Universidad de Sevilla. Departamento de Medicina, Universidad de Sevilla. CTS151: Bioquímica médica.
بيانات النشر: BMC
سنة النشر: 2024
المجموعة: idUS - Deposito de Investigación Universidad de Sevilla
مصطلحات موضوعية: Pembrolizumab, Nivolumab, Ipilimumab, Algorithmic analysis, Inflamed, Borderline, Immune Desert
الوصف: Background: Immune checkpoint inhibitors (ICIs) have changed the clinical management of melanoma. However, not all patients respond, and current biomarkers including PD-L1 and mutational burden show incomplete predictive performance. The clinical validity and utility of complex biomarkers have not been studied in melanoma. Methods: Cutaneous metastatic melanoma patients at eight institutions were evaluated for PD-L1 expression, CD8+ T-cell infiltration pattern, mutational burden, and 394 immune transcript expression. PD-L1 IHC and mutational burden were assessed for association with overall survival (OS) in 94 patients treated prior to ICI approval by the FDA (historical-controls), and in 137 patients treated with ICIs. Unsupervised analysis revealed distinct immune clusters with separate response rates. This comprehensive immune profiling data were then integrated to generate a continuous Response Score (RS) based upon response criteria (RECIST v.1.1). RS was developed using a single institution training cohort (n = 48) and subsequently tested in a separate eight institution validation cohort (n = 29) to mimic a real-world clinical scenario. Results: PD-L1 positivity ≥1% correlated with response and OS in ICI-treated patients, but demonstrated limited predictive performance. High mutational burden was associated with response in ICI-treated patients, but not with OS. Comprehensive immune profiling using RS demonstrated higher sensitivity (72.2%) compared to PD-L1 IHC (34.25%) and tumor mutational burden (32.5%), but with similar specificity. Conclusions: In this study, the response score derived from comprehensive immune profiling in a limited melanoma cohort showed improved predictive performance as compared to PD-L1 IHC and tumor mutational burden.
نوع الوثيقة: article in journal/newspaper
اللغة: English
العلاقة: Journal of Immunotherapy of Cancer, 6 (1), 32.; https://jitc.bmj.com/content/6/1/32Test; https://idus.us.es/handle//11441/156114Test
الإتاحة: https://idus.us.es/handle//11441/156114Test
حقوق: Atribución 4.0 Internacional ; http://creativecommons.org/licenses/by/4.0Test/ ; info:eu-repo/semantics/openAccess
رقم الانضمام: edsbas.497CAAAD
قاعدة البيانات: BASE