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一种与细胞表型和治疗反应相关的结直肠癌分类系统。

A colorectal cancer classification system that associates cellular phenotype and responses to therapy.

机构信息

Swiss Institute of Bioinformatics, Lausanne, Switzerland.

出版信息

Nat Med. 2013 May;19(5):619-25. doi: 10.1038/nm.3175. Epub 2013 Apr 14.

Abstract

Colorectal cancer (CRC) is a major cause of cancer mortality. Whereas some patients respond well to therapy, others do not, and thus more precise, individualized treatment strategies are needed. To that end, we analyzed gene expression profiles from 1,290 CRC tumors using consensus-based unsupervised clustering. The resultant clusters were then associated with therapeutic response data to the epidermal growth factor receptor-targeted drug cetuximab in 80 patients. The results of these studies define six clinically relevant CRC subtypes. Each subtype shares similarities to distinct cell types within the normal colon crypt and shows differing degrees of 'stemness' and Wnt signaling. Subtype-specific gene signatures are proposed to identify these subtypes. Three subtypes have markedly better disease-free survival (DFS) after surgical resection, suggesting these patients might be spared from the adverse effects of chemotherapy when they have localized disease. One of these three subtypes, identified by filamin A expression, does not respond to cetuximab but may respond to cMET receptor tyrosine kinase inhibitors in the metastatic setting. Two other subtypes, with poor and intermediate DFS, associate with improved response to the chemotherapy regimen FOLFIRI in adjuvant or metastatic settings. Development of clinically deployable assays for these subtypes and of subtype-specific therapies may contribute to more effective management of this challenging disease.

摘要

结直肠癌(CRC)是癌症死亡的主要原因。虽然有些患者对治疗反应良好,但有些患者则不然,因此需要更精确、个体化的治疗策略。为此,我们使用基于共识的无监督聚类分析了 1290 个 CRC 肿瘤的基因表达谱。然后将这些聚类与 80 名患者接受表皮生长因子受体靶向药物西妥昔单抗治疗的疗效数据相关联。这些研究的结果定义了六个具有临床意义的 CRC 亚型。每个亚型都与正常结肠隐窝内的不同细胞类型相似,并表现出不同程度的“干性”和 Wnt 信号。提出了特定于亚型的基因特征来识别这些亚型。三种亚型在手术后无疾病生存(DFS)明显更好,这表明这些患者在局部疾病时可能免受化疗的不良影响。通过肌动蛋白 A 表达鉴定的其中一个亚型对西妥昔单抗无反应,但可能对转移性疾病中 cMET 受体酪氨酸激酶抑制剂有反应。另外两个具有较差和中等 DFS 的亚型与辅助或转移性 FOLFIRI 化疗方案的反应改善相关。开发这些亚型的临床可部署检测和亚型特异性治疗方法可能有助于更有效地管理这种具有挑战性的疾病。

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