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转录丝裂原活化蛋白激酶(MAPK)信号通路活性评分(MPAS)是多种癌症类型中具有临床相关性的生物标志物。

A transcriptional MAPK Pathway Activity Score (MPAS) is a clinically relevant biomarker in multiple cancer types.

作者信息

Wagle Marie-Claire, Kirouac Daniel, Klijn Christiaan, Liu Bonnie, Mahajan Shilpi, Junttila Melissa, Moffat John, Merchant Mark, Huw Ling, Wongchenko Matthew, Okrah Kwame, Srinivasan Shrividhya, Mounir Zineb, Sumiyoshi Teiko, Haverty Peter M, Yauch Robert L, Yan Yibing, Kabbarah Omar, Hampton Garret, Amler Lukas, Ramanujan Saroja, Lackner Mark R, Huang Shih-Min A

机构信息

1Department of Oncology Biomarker Development, Genentech, 1 DNA Way, South San Francisco, CA 94080 USA.

2Department of Pre-Clinical and Translational PKPD, Genentech, 1 DNA Way, South San Francisco, CA 94080 USA.

出版信息

NPJ Precis Oncol. 2018 Mar 7;2(1):7. doi: 10.1038/s41698-018-0051-4. eCollection 2018.

Abstract
  • and -mutant tumors are often dependent on MAPK signaling for proliferation and survival and thus sensitive to MAPK pathway inhibitors. However, clinical studies have shown that MEK inhibitors are not uniformly effective in these cancers indicating that mutational status of these oncogenes does not accurately capture MAPK pathway activity. A number of transcripts are regulated by this pathway and are recurrently identified in genome-based MAPK transcriptional signatures. To test whether the transcriptional output of only 10 of these targets could quantify MAPK pathway activity with potential predictive or prognostic clinical utility, we created a MAPK Pathway Activity Score (MPAS) derived from aggregated gene expression. In vitro, MPAS predicted sensitivity to MAPK inhibitors in multiple cell lines, comparable to or better than larger genome-based statistical models. Bridging in vitro studies and clinical samples, median MPAS from a given tumor type correlated with cobimetinib (MEK inhibitor) sensitivity of cancer cell lines originating from the same tissue type. Retrospective analyses of clinical datasets showed that MPAS was associated with the sensitivity of melanomas to vemurafenib (HR: 0.596) and negatively prognostic of overall or progression-free survival in both adjuvant and metastatic CRC (HR: 1.5 and 1.4), adrenal cancer (HR: 1.7), and HER2+ breast cancer (HR: 1.6). MPAS thus demonstrates potential clinical utility that warrants further exploration.
摘要
  • 并且 - 突变肿瘤通常依赖丝裂原活化蛋白激酶(MAPK)信号传导进行增殖和存活,因此对MAPK途径抑制剂敏感。然而,临床研究表明,MEK抑制剂在这些癌症中并非都有效,这表明这些致癌基因的突变状态并不能准确反映MAPK途径的活性。许多转录本受该途径调控,并在基于基因组的MAPK转录特征中反复被鉴定出来。为了测试仅这10个靶点的转录输出是否能够量化具有潜在预测或预后临床效用的MAPK途径活性,我们创建了一个基于汇总基因表达的MAPK途径活性评分(MPAS)。在体外,MPAS预测了多种细胞系对MAPK抑制剂的敏感性,与基于更大基因组的统计模型相当或更好。将体外研究与临床样本联系起来,给定肿瘤类型的MPAS中位数与源自相同组织类型的癌细胞系对考比替尼(MEK抑制剂)的敏感性相关。对临床数据集的回顾性分析表明,MPAS与黑色素瘤对维莫非尼的敏感性相关(风险比:0.596),并且对辅助性和转移性结直肠癌(风险比:1.5和1.4)、肾上腺癌(风险比:1.7)以及HER2阳性乳腺癌(风险比:1.6)的总生存期或无进展生存期具有负性预后价值。因此,MPAS显示出潜在的临床效用,值得进一步探索。
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/530a/5871852/75e1fadc6f1b/41698_2018_51_Fig1_HTML.jpg

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