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Differentiation-promoting culture of competent and noncompetent keratinocytes identifies biomarkers for head and neck cancer

机译:感受态和非感受态角质形成细胞的促进分化培养鉴定出头颈癌的生物标志物

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Aberrant contact-inhibited proliferation and differentiation induction couple with tumor severity, albeit with an imprecise association with prognosis. Assessment of contact inhibition and differentiation-promoting culture in this study of normal and immortalized oral keratinocytes (NOK and SVpgC2a, respectively) demonstrated elevated cloning ability and saturation density in the immortalized versus normal state, including consistent absence of differentiated morphological features. Transcriptomic analysis implicated 48 gene ontology categories, 8 molecular networks, and 10 key regulator genes in confluency-induced differentiation of NOK, all of which remained nonregulated in SVpgC2a. The SVpgC2a versus NOK transcriptome enriched 52 gene ontology categories altogether, 18 molecular networks, and 39 key regulator genes, several of which were associated with epithelial-mesenchymal transition. Assessment of the previously described gene sets relative to training data sets of head and neck squamous cell carcinoma samples, one including data on tumor differentiation and patient outcome and one present in the Human Gene Expression Map, identified four genes with association to poor survival (COX7A1, MFAP5, MPDU1, and POLD1). This gene set predicted poor outcome in an independent data set of 71 head and neck squamous cell carcinomas. The present study defines, for the first time to our knowledge, the broad gene spectrum that couples to induction, and loss, of oral keratinocyte differentiation. Bioinformatics assessments of the results relative to clinical data generated novel differentiation-related tumor biomarkers relevant to patient outcome.
机译:异常的接触抑制增殖和分化诱导与肿瘤的严重程度相结合,尽管与预后的关系不精确。在这项对正常和永生化口腔角质形成细胞(分别为NOK和SVpgC2a)的研究中,对接触抑制和促进分化培养的评估表明,在永生化状态与正常状态下克隆能力和饱和密度提高了,包括一致地缺乏分化的形态学特征。转录组学分析涉及汇合诱导的NOK分化中的48个基因本体论类别,8个分子网络和10个关键调节基因,所有这些在SVpgC2a中仍然不受调控。 SVpgC2a与NOK转录组共丰富了52个基因本体类别,18个分子网络和39个关键调节基因,其中一些与上皮-间充质转化有关。相对于头颈鳞状细胞癌样品的训练数据集对先前描述的基因集进行评估,其中一个包括有关肿瘤分化和患者预后的数据,一个存在于人类基因表达图中,确定了与不良生存相关的四个基因(COX7A1 ,MFAP5,MPDU1和POLD1)。该基因集在71个头颈部鳞状细胞癌的独立数据集中预测了不良的结果。本研究首次据我们所知定义了与诱导和丧失口腔角质形成细胞分化有关的广泛基因谱。相对于临床数据对结果的生物信息学评估产生了与患者预后相关的新型分化相关肿瘤生物标记。

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