系统生物学方法描述了与甲状腺乳头状癌相关的关键途径:多组学数据分析。

IF 1.9 Q3 ENDOCRINOLOGY & METABOLISM
Febby Payva, Santhy K S, Remya James, Amrisa Pavithra E, Venketesh Sivaramakrishnan
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引用次数: 0

摘要

背景:乳头状甲状腺癌(PTC)是最常见的滤泡细胞衍生的甲状腺癌亚型。采用系统生物学方法研究PTC可以阐明分子组分相互作用的机制,从而全面了解PTC的病理生理学。方法:分别从DisGeNET和Gene Expression Omnibus数据库中检索PTC相关基因和转录组学数据。使用EMBL-EBI公布的PTC蛋白质组学和代谢组学数据集。对与PTC相关的snp、差异表达基因(DEGs)、蛋白质和代谢物进行基因本体和途径分析。研究了核苷酸取代对蛋白质功能的影响。此外,还鉴定了重要的转录因子(tf)和激酶。采用综合策略分析多组学数据,以确定PTC癌变的关键解除调控途径。结果:与碳水化合物、蛋白质和脂质代谢相关的途径,以及免疫反应、信号传导、细胞凋亡、基因表达、上皮-间质转化(EMT)和疾病发病相关的途径,被确定为PTC临床和功能方面的重要因素。在PTC组学数据集中,乙醛酸盐和二羧酸盐代谢和柠檬酸盐循环是最常见的途径。共性分析揭示了5个tf和57个激酶对PTC的发生和发展至关重要。核心失调控通路、tf和激酶调节关键的生物过程,如增殖、血管生成、免疫浸润、侵袭、自噬、EMT和转移。结论:已确定的失调通路、tf和激酶在PTC中起关键作用,可能有助于系统水平的理解和设备特异性实验、生物标志物和药物靶点,从而更好地管理PTC。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Systems biology approach delineates critical pathways associated with papillary thyroid cancer: a multi-omics data analysis.

Background: Papillary thyroid cancer (PTC) is the most prevalent follicular cell-derived subtype of thyroid cancer. A systems biology approach to PTC can elucidate the mechanism by which molecular components work and interact with one another to decipher a panoramic view of the pathophysiology.

Methodology: PTC associated genes and transcriptomic data were retrieved from DisGeNET and Gene Expression Omnibus database respectively. Published proteomic and metabolomic datasets in PTC from EMBL-EBI were used. Gene Ontology and pathway analyses were performed with SNPs, differentially expressed genes (DEGs), proteins, and metabolites linked to PTC. The effect of a nucleotide substitution on a protein's function was investigated. Additionally, significant transcription factors (TFs) and kinases were identified. An integrated strategy was used to analyse the multi-omics data to determine the key deregulated pathways in PTC carcinogenesis.

Results: Pathways linked to carbohydrate, protein, and lipid metabolism, along with the immune response, signaling, apoptosis, gene expression, epithelial-mesenchymal transition (EMT), and disease onset, were identified as significant for the clinical and functional aspects of PTC. Glyoxylate and dicarboxylate metabolism and citrate cycle were the most common pathways among the PTC omics datasets. Commonality analysis deciphered five TFs and fifty-seven kinases crucial for PTC genesis and progression. Core deregulated pathways, TFs, and kinases modulate critical biological processes like proliferation, angiogenesis, immune infiltration, invasion, autophagy, EMT, and metastasis in PTC.

Conclusion: Identified dysregulated pathways, TFs and kinases are critical in PTC and may help in systems level understanding and device specific experiments, biomarkers, and drug targets for better management of PTC.

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来源期刊
Thyroid Research
Thyroid Research Medicine-Endocrinology, Diabetes and Metabolism
CiteScore
3.10
自引率
4.50%
发文量
21
审稿时长
8 weeks
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