缺氧影响下差异表达基因在甲状腺癌中的作用研究

Divya Ramesh Menon, Bindiya Ellathuparambil Saidumohamed, Sinoy Johnson, Sayuj Koyyappurath, Ajith Vengellur
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引用次数: 0

摘要

甲状腺癌是一种常见的内分泌恶性肿瘤,近三十年来发病率显著增加。尽管研究在很大程度上帮助了这种疾病的管理,但癌症向晚期形式的进展仍然不确定。为了研究当前甲状腺癌研究面临的挑战,本工作采用系统和相互作用的转录组学数据来构建合理的蛋白质-蛋白质相互作用网络,以揭示癌症中可能的转录控制机制。从正常样本和甲状腺癌样本组成的4个不同的数据集中选择数据。缺氧是癌症的一个重要标志,预计在癌症的进展中具有功能作用。因此,本研究预测了癌症对缺氧反应的预后途径。将数据集中的基因与缺氧标志基因集相交,以检测在缺氧影响下显着差异表达的基因。通过生物信息学工具对这些基因进行分析,发现12个显著基因(PLAUR、BGN、SDC2、DUSP1、FOS、EGFR、CP、PPARGC1A、CITED2、RORA、HSPA5和ACKR3)之间存在高度相关性,表明它们之间存在显著相关性。在所有基因中,PLAUR是一个新基因,在缺氧的影响下其表达显著上调。中心基因及其作为预测生物标志物的作用也通过ROC曲线分析确定。这可能有助于进一步研究缺氧在甲状腺癌中的作用。
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An investigation on the role of differentially expressed genes in thyroid cancer under the influence of hypoxia

Thyroid cancer is a common endocrine malignancy with a significant increase in its incidence in the past three decades. Even though research has significantly aided the management of the disease, the progression towards advanced forms of cancers remains indeterminate. In order to investigate the current challenges in thyroid cancer studies, the present work employed systematic and interactive transcriptomic data to construct plausible protein-protein interaction networks to reveal the putative transcriptional control mechanisms in cancer. The data from 4 different datasets consisting of normal samples vs thyroid cancer samples were chosen. Hypoxia being a significant hallmark of cancer was predicted to have a functional role in the progression of cancer. Consequently, prognostic pathways involved in cancer in response to hypoxia were predicted in the present study. The genes from the datasets were intersected with the hypoxia hallmark gene set to detect the significantly differentially expressed genes which were deregulated under the influence of hypoxia. These genes were analyzed by bioinformatic tools and a high correlation was found between 12 significant genes (PLAUR, BGN, SDC2, DUSP1, FOS, EGFR, CP, PPARGC1A, CITED2, RORA, HSPA5 and ACKR3) indicating a significant association between them. Of all the genes PLAUR was found to be novel and it was significantly upregulated under the influence of hypoxia. The hub genes and their role as predicted biomarkers were also determined by ROC curve analysis. This may assist in further research towards understanding role of hypoxia in Thyroid cancer.

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来源期刊
Advances in cancer biology - metastasis
Advances in cancer biology - metastasis Cancer Research, Oncology
CiteScore
2.40
自引率
0.00%
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0
审稿时长
103 days
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