结直肠癌患者来源异种移植(PDX)模型作为个性化医学中化疗敏感性和生物标志物分析的平台。
Patient-derived xenograft (PDX) models of colorectal carcinoma (CRC) as a platform for chemosensitivity and biomarker analysis in personalized medicine.
机构信息
EPO GmbH Berlin-Buch, Berlin, Germany.
Charité Universitätsmedizin Berlin, Institute of Pathology, Berlin, Germany.
出版信息
Neoplasia. 2021 Jan;23(1):21-35. doi: 10.1016/j.neo.2020.11.005. Epub 2020 Nov 16.
Patient-derived xenograft (PDX) tumor models represent a valuable platform for identifying new biomarkers and novel targets, to evaluate therapy response and resistance mechanisms. This study aimed at establishment, characterization and therapy testing of colorectal carcinoma-derived PDX. We generated 49 PDX and validated identity between patient tumor and corresponding PDX. Sensitivity of PDX toward conventional and targeted drugs revealed that 92% of PDX responded toward irinotecan, 45% toward 5-FU, 65% toward bevacizumab, and 61% toward cetuximab. Expression of epidermal growth factor receptor (EGFR) ligands correlated to the sensitivity toward cetuximab. Proto-oncogene B-RAF, EGFR, Kirsten rat sarcoma virus oncogene homolog gene copy number correlated positively with cetuximab and erlotinib sensitivity. The mutational analyses revealed an individual mutational profile of PDX and mainly identical profiles of PDX from primary tumor vs corresponding metastasis. Mutation in PIK3CA was a determinant of accelerated tumor doubling time. PDX with wildtype Kirsten rat sarcoma virus oncogene homolog, proto-oncogene B-RAF, and phosphatidylinositol-4,5-bisphosphate 3-kinaseM catalytic subunit alfa showed higher sensitivity toward cetuximab and erlotinib. To study the molecular mechanism of cetuximab resistance, cetuximab resistant PDX models were generated, and changes in HER2, HER3, betacellulin, transforming growth factor alfa were observed. Global proteome and phosphoproteome profiling showed a reduction in canonical EGFR-mediated signaling via PTPN11 (SHP2) and AKT1S1 (PRAS40) and an increase in anti-apoptotic signaling as a consequence of acquired cetuximab resistance. This demonstrates that PDX models provide a multitude of possibilities to identify and validate biomarkers, signaling pathways and resistance mechanisms for clinically relevant improvement in cancer therapy.
患者来源异种移植(PDX)肿瘤模型代表了一个有价值的平台,可以用于鉴定新的生物标志物和新的靶点,评估治疗反应和耐药机制。本研究旨在建立、鉴定和测试结直肠癌衍生的 PDX。我们生成了 49 个 PDX,并验证了患者肿瘤与相应 PDX 之间的同一性。PDX 对常规药物和靶向药物的敏感性表明,92%的 PDX 对伊立替康敏感,45%对 5-FU 敏感,65%对贝伐单抗敏感,61%对西妥昔单抗敏感。表皮生长因子受体(EGFR)配体的表达与西妥昔单抗的敏感性相关。原癌基因 B-RAF、EGFR、Kirsten 大鼠肉瘤病毒癌基因同源物基因拷贝数与西妥昔单抗和厄洛替尼的敏感性呈正相关。突变分析显示 PDX 具有个体突变谱,主要是原发肿瘤与相应转移瘤的 PDX 具有相同的突变谱。PIK3CA 的突变是肿瘤倍增时间加速的决定因素。野生型 Kirsten 大鼠肉瘤病毒癌基因同源物、原癌基因 B-RAF 和磷脂酰肌醇-4,5-二磷酸 3-激酶 M 催化亚单位阿尔法的 PDX 对西妥昔单抗和厄洛替尼更敏感。为了研究西妥昔单抗耐药的分子机制,生成了西妥昔单抗耐药的 PDX 模型,并观察到 HER2、HER3、betacellulin、转化生长因子 alfa 的变化。全蛋白质组和磷酸蛋白质组谱分析显示,通过 PTPN11(SHP2)和 AKT1S1(PRAS40),经典的 EGFR 介导的信号通路减少,并且由于获得性西妥昔单抗耐药,抗凋亡信号增加。这表明 PDX 模型为鉴定和验证生物标志物、信号通路和耐药机制提供了多种可能性,从而为癌症治疗的临床相关改善提供了依据。