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Characterization of an oxaliplatin sensitivity predictor in a preclinical murine model of colorectal cancer

机译:大肠癌临床前鼠模型中奥沙利铂敏感性预测因子的表征

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Despite advances in contemporary chemotherapeutic strategies, long-term survival still remains elusive for patients with metastatic colorectal cancer. A better understanding of the molecular markers of drug sensitivity to match therapy with patient is needed to improve clinical outcomes. In this study, we used in vitro drug sensitivity data from the NCI-60 cell lines together with their Affymetrix microarray data to develop a gene expression signature to predict sensitivity to oxaliplatin. To validate our oxaliplatin sensitivity signature, patient-derived colorectal cancer explants (PDCCE) were developed in nonobese diabetic/severe combined immunodeficient (NOD/SCID) mice from resected human colorectal tumors. Analysis of gene expression profiles found similarities between the PDCCEs and their parental human tumors, suggesting their utility to study drug sensitivity in vivo. The oxaliplatin sensitivity signature was then validated in vivo with response data from 14 PDCCEs treated with oxaliplatin and was found to have an accuracy of 92.9% (sensitivity = 87.5%; specificity = 100%). Our findings suggest that PDCCEs can be a novel source to study drug sensitivity in colorectal cancer. Furthermore, genomic-based analysis has the potential to be incorporated into future strategies to optimize individual therapy for patients with metastatic colorectal cancer.
机译:尽管当代化学疗法取得了进步,但转移性结直肠癌患者的长期生存仍然遥遥无期。需要更好地了解药物敏感性的分子标记以使治疗与患者匹配,以改善临床结果。在这项研究中,我们使用了来自NCI-60细胞系的体外药物敏感性数据及其Affymetrix微阵列数据,以开发基因表达特征来预测对奥沙利铂的敏感性。为了验证我们的奥沙利铂敏感性特征,在从切除的人类结直肠肿瘤的非肥胖型糖尿病/严重合并免疫缺陷(NOD / SCID)小鼠中开发了患者源性结直肠癌外植体(PDCCE)。基因表达谱分析发现,PDCCEs和其亲代人类肿瘤之间存在相似性,表明它们可用于研究体内药物敏感性。然后,用来自用奥沙利铂治疗的14个PDCCE的反应数据在体内验证了奥沙利铂的敏感性特征,发现其准确性为92.9%(敏感性= 87.5%;特异性= 100%)。我们的发现表明,PDCCEs可能是研究结直肠癌药物敏感性的新来源。此外,基于基因组的分析有可能被纳入未来策略中,以优化转移性结直肠癌患者的个体治疗。

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