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Exploring and modelling colon cancer inter-tumour heterogeneity: opportunities and challenges

机译:探索和建模结肠癌肿瘤间异质性:机遇与挑战

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Colon cancer inter-tumour heterogeneity is installed on multiple levels, ranging from (epi)genetic driver events to signalling pathway rewiring reflected by differential gene expression patterns. Although the existence of heterogeneity in colon cancer has been recognised for a longer period of time, it is sparingly incorporated as a determining factor in current clinical practice. Here we describe how unsupervised gene expression-based classification efforts, amongst which the consensus molecular subtypes (CMS), can stratify patients in biological subgroups associated with distinct disease outcome and responses to therapy. We will discuss what is needed to extend these subtyping efforts to the clinic and we will argue that preclinical models recapitulate CMS subtypes and can be of vital use to increase our understanding of treatment response and resistance and to discover novel targets for therapy.
机译:结肠癌肿瘤间异质性安装在多个水平上,从(EPI)遗传驱动器事件到通过差分基因表达模式反射的信号传导途径重新烫。虽然结肠癌的异质性存在于较长的一段时间内,但是谨慎地掺入了当前临床实践中的确定因素。在这里,我们描述了无监督的基于基础表达的分类努力,其中包括共有分子亚型(CMS),可以分析与不同疾病结果相关的生物亚组中的患者和治疗的反应。我们将讨论将这些亚型努力扩展到诊所所需的内容,我们将争辩说,临床前模型概括为CMS亚型,可以实现对治疗反应和抵抗的理解,并探索治疗的新靶标的患者。

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