Patient-derived organoids predict treatment response in metastatic colorectal cancer.

IF 10.2 1区 医学 Q1 ONCOLOGY
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
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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.
患者来源的类器官预测转移性结直肠癌的治疗反应。
目的准确预测转移性结直肠癌(mCRC)的治疗反应对于避免不必要的毒性和改善患者预后至关重要。患者源性类器官(PDOs)是一个很有前景的模型,但需要更大规模的前瞻性研究来证实其预测价值。实验设计:在开始新的全身治疗之前,crc患者接受转移性活检以建立PDO。确定了PDO建立的预测因素。PDOs与包括患者治疗在内的七种药物组孵育,以CyQUANT细胞活力(AUC, GRAUC, IC50和GR50)测量药物敏感性。通过活检和所有目标病变的大小变化来测量患者的反应。采用PPV、NPV、AUROC评价诊断效果。此外,还评估了PDO反应与生存之间的关系。结果共纳入232例患者,活检205例。PDO的建立成功率从22%增加到75%,总体收益为52%。男性、乳酸脱氢酶升高、学术医院活检、优化培养条件和经验与PDO建立成功相关。在这个中期分析中,重点是基于奥沙利铂的双重化疗,筛选了42个pdo。PDO药物敏感性与活检病变(R=0.41-0.49, p<0.011)和所有靶病变(R=0.54-0.60, p<0.001)的疗效显著相关。5-FU和奥沙利铂PDO筛查显示出较高的预测准确性(PPV: 0.78, NPV: 0.80, AUROC: 0.78-0.88),并与PFS和OS相关(p=0.016和0.049)。我们确定了成功建立mCRC PDO的预测因素,并验证了PDO可以准确预测全身治疗期间的患者预后,特别是5-FU和奥沙利铂。
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来源期刊
Clinical Cancer Research
Clinical Cancer Research 医学-肿瘤学
CiteScore
20.10
自引率
1.70%
发文量
1207
审稿时长
2.1 months
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.
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