Lidwien P Smabers,G Emerens Wensink,Carla S Verissimo,Mayke Doorn,Tao Yang,Timo Voskuilen,Maarten A Huismans,Liselot Valkenburg-van Iersel,Geert A Cirkel,Elske C Gootjes,Henk M W Verheul,Frank J Jeurissen,Guus M Bol,Hilde H Nienhuis,Manon N G J A Braat,Edwin Cuppen,Robert G J Vries,Frederieke H van der Baan,Sjoerd G Elias,Onno Kranenburg,Miriam Koopman,Sylvia F Boj,Jeanine M L Roodhart
{"title":"Patient-derived organoids predict treatment response in metastatic colorectal cancer.","authors":"Lidwien P Smabers,G Emerens Wensink,Carla S Verissimo,Mayke Doorn,Tao Yang,Timo Voskuilen,Maarten A Huismans,Liselot Valkenburg-van Iersel,Geert A Cirkel,Elske C Gootjes,Henk M W Verheul,Frank J Jeurissen,Guus M Bol,Hilde H Nienhuis,Manon N G J A Braat,Edwin Cuppen,Robert G J Vries,Frederieke H van der Baan,Sjoerd G Elias,Onno Kranenburg,Miriam Koopman,Sylvia F Boj,Jeanine M L Roodhart","doi":"10.1158/1078-0432.ccr-25-1564","DOIUrl":null,"url":null,"abstract":"PURPOSE\r\nAccurately predicting treatment response in metastatic colorectal cancer (mCRC) is critical to avoid unnecessary toxicity and improve patient outcomes. Patient-derived organoids (PDOs) are promising models, but larger prospective studies are needed to confirm their predictive value.\r\n\r\nEXPERIMENTAL DESIGN\r\nmCRC patients underwent a metastatic biopsy for PDO establishment, before starting new systemic treatment. Predictors of PDO establishment were identified. PDOs were incubated with a seven-drug panel, including the patient's treatment, to determine drug sensitivity as measured by CyQUANT cell viability (AUC, GRAUC, IC50, and GR50). Patient response was measured by size change of biopsied and all target lesions. The diagnostic performance was evaluated by PPV, NPV, and AUROC. Additionally, the association between PDO response and survival was assessed.\r\n\r\nRESULTS\r\nA total of 232 patients were included and 205 biopsies were obtained. PDO establishment success increased from 22% to 75%, yielding 52% overall. Male sex, increased lactate dehydrogenase, biopsy in academic hospitals, optimized culture conditions and experience were related to PDO establishment success. In this interim analysis, focused on oxaliplatin-based doublet chemotherapy, 42 PDOs were screened. PDO drug sensitivity significantly correlated with response of the biopsied lesion (R=0.41-0.49, p<0.011) and all target lesions (R=0.54-0.60, p<0.001) for all treatments combined. The 5-FU & oxaliplatin PDO screens demonstrated high predictive accuracy (PPV: 0.78, NPV: 0.80, AUROC: 0.78-0.88) and were associated with PFS and OS (p=0.016 and 0.049).\r\n\r\nCONCLUSIONS\r\nWe identified predictors for successful mCRC PDO establishment and validated that PDOs can accurately predict patient outcomes during systemic treatment, specifically with 5-FU & oxaliplatin.","PeriodicalId":10279,"journal":{"name":"Clinical Cancer Research","volume":"50 1","pages":""},"PeriodicalIF":10.2000,"publicationDate":"2025-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Clinical Cancer Research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1158/1078-0432.ccr-25-1564","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
PURPOSE
Accurately predicting treatment response in metastatic colorectal cancer (mCRC) is critical to avoid unnecessary toxicity and improve patient outcomes. Patient-derived organoids (PDOs) are promising models, but larger prospective studies are needed to confirm their predictive value.
EXPERIMENTAL DESIGN
mCRC patients underwent a metastatic biopsy for PDO establishment, before starting new systemic treatment. Predictors of PDO establishment were identified. PDOs were incubated with a seven-drug panel, including the patient's treatment, to determine drug sensitivity as measured by CyQUANT cell viability (AUC, GRAUC, IC50, and GR50). Patient response was measured by size change of biopsied and all target lesions. The diagnostic performance was evaluated by PPV, NPV, and AUROC. Additionally, the association between PDO response and survival was assessed.
RESULTS
A total of 232 patients were included and 205 biopsies were obtained. PDO establishment success increased from 22% to 75%, yielding 52% overall. Male sex, increased lactate dehydrogenase, biopsy in academic hospitals, optimized culture conditions and experience were related to PDO establishment success. In this interim analysis, focused on oxaliplatin-based doublet chemotherapy, 42 PDOs were screened. PDO drug sensitivity significantly correlated with response of the biopsied lesion (R=0.41-0.49, p<0.011) and all target lesions (R=0.54-0.60, p<0.001) for all treatments combined. The 5-FU & oxaliplatin PDO screens demonstrated high predictive accuracy (PPV: 0.78, NPV: 0.80, AUROC: 0.78-0.88) and were associated with PFS and OS (p=0.016 and 0.049).
CONCLUSIONS
We identified predictors for successful mCRC PDO establishment and validated that PDOs can accurately predict patient outcomes during systemic treatment, specifically with 5-FU & oxaliplatin.
期刊介绍:
Clinical Cancer Research is a journal focusing on groundbreaking research in cancer, specifically in the areas where the laboratory and the clinic intersect. Our primary interest lies in clinical trials that investigate novel treatments, accompanied by research on pharmacology, molecular alterations, and biomarkers that can predict response or resistance to these treatments. Furthermore, we prioritize laboratory and animal studies that explore new drugs and targeted agents with the potential to advance to clinical trials. We also encourage research on targetable mechanisms of cancer development, progression, and metastasis.