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The landscape of drug sensitivity and resistance in sarcoma

肉瘤 滑膜肉瘤 医学 软组织肉瘤 类有机物 活检 抗药性 药品 肿瘤科 病理 生物信息学 内科学 生物 药理学 遗传学
作者
Ahmad Al Shihabi,Peyton Tebon,Huyen Thi Lam Nguyen,Jomjit Chantharasamee,Sara Sartini,Ardalan Davarifar,Alexandra Y Jensen,Miranda Diaz-Infante,Hannah C. Cox,Alfredo Enrique Gonzalez,Summer Swearingen,Nasrin Tavanaie,Sarah Dry,Arun D. Singh,Bartosz Chmielowski,Joseph G. Crompton,Anusha Kalbasi,Fritz C. Eilber,Francis J. Hornicek,Nicholas M. Bernthal
标识
DOI:10.1101/2023.05.25.542375
摘要

Abstract Sarcomas are a family of rare malignancies composed of over 100 distinct histological subtypes. The rarity of sarcoma poses significant challenges in conducting clinical trials to identify effective therapies, to the point that many rarer subtypes of sarcoma do not have standard-of-care treatment. Even for established regimens, there can be substantial heterogeneity in responses. Overall, novel, personalized approaches for identifying effective treatments are needed to improve patient out-comes. Patient-derived tumor organoids (PDTOs) are clinically relevant models representative of the physiological behavior of tumors across an array of malignancies. Here, we use PDTOs as a tool to better understand the biology of individual tumors and characterize the landscape of drug resistance and sensitivity in sarcoma. We collected n=194 specimens from n=126 sarcoma patients, spanning 24 distinct subtypes. We characterized PDTOs established from over 120 biopsy, resection, and metastasectomy samples. We leveraged our organoid high-throughput drug screening pipeline to test the efficacy of chemotherapeutics, targeted agents, and combination therapies, with results available within a week from tissue collection. Sarcoma PDTOs showed patient-specific growth characteristics and subtype-specific histopathology. Organoid sensitivity correlated with diagnostic subtype, patient age at diagnosis, lesion type, prior treatment history, and disease trajectory for a subset of the compounds screened. We found 90 biological pathways that were implicated in response to treatment of bone and soft tissue sarcoma organoids. By comparing functional responses of organoids and genetic features of the tumors, we show how PDTO drug screening can provide an orthogonal set of information to facilitate optimal drug selection, avoid ineffective therapies, and mirror patient outcomes in sarcoma. In aggregate, we were able to identify at least one effective FDA-approved or NCCN-recommended regimen for 59% of the specimens tested, providing an estimate of the proportion of immediately actionable information identified through our pipeline. Highlights Standardized organoid culture preserve unique sarcoma histopathological features Drug screening on patient-derived sarcoma organoids provides sensitivity information that correlates with clinical features and yields actionable information for treatment guidance High-throughput screenings provide orthogonal information to genetic sequencing Sarcoma organoid response to treatment correlates with patient response to therapy Large scale, functional precision medicine programs for rare cancers are feasible within a single institution
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