Apoptosis and Cell Survival Research Laboratory, School of Biosciences and Technology, Vellore Institute of Technology, Vellore, India.
Front Immunol. 2024 Oct 2;15:1457648. doi: 10.3389/fimmu.2024.1457648. eCollection 2024.
"Peroxisome Proliferator-Activated Receptors" (PPARs) belong to the class of transcription factors (TF) identified as Nuclear Receptors (NR). Upon activation by peroxisome proliferators (PPs), PPARs modulate a diverse range of genes, consequently regulating intra-cellular lipid metabolism, glucose uptake, apoptosis, and cell proliferation. Subsequent to the heterodimerization of Retinoid X Receptors (RXR) with PPARs induced by the binding of activators to PPARs, facilitates the binding of the resulting complex to Peroxisome Proliferator-Activated Receptors Response Elements (PPRE), with a consensus sequence 5'AGGTCANAGGTCA-3', and regulate the transcription of the targeted genes.
A comprehensive screening of PPRE within the whole human genome was performed using the Genome Workbench and UCSC Genome Browser to find the associated genes. Subsequently, the kinase subset was isolated from the extracted list of PPRE-related genes. Functional enrichment of the kinases was performed using FunRich, ToppGene, and ShinyGO. Network analysis and enrichment studies were then further performed using NDEx to elucidate these identified kinases' connections and significance. Additionally, the disease association of the PPRE kinases was analyzed using DisGeNET data in R studio and the COSMIC dataset.
A comprehensive analysis of 1002 PPRE sequences within the human genome (T2T), yielded the identification of 660 associated genes, including 29 kinases. The engagement of these kinases in various biological pathways, such as apoptosis, platelet activation, and cytokine pathways, revealed from the functional enrichment analysis, illuminates the multifaceted role of PPAR in the regulation of cellular homeostasis and biological processes. Network analysis reveals the kinases interact with approximately 5.56% of the Human Integrated Protein-Protein Interaction rEference (HIPPIE) network. Disease association analysis using DisGeNET and COSMIC datasets revealed the significant roles of these kinases in cellular processes and disease modulation.
This study elucidates the regulatory role of PPAR-associated genes and their association with numerous biological pathways. The involvement of the kinases with disease-related pathways highlights new potential for the development of therapeutic strategies designed for disease management and intervention.
“过氧化物酶体增殖物激活受体”(PPARs)属于核受体(NR)转录因子(TF)类别。过氧化物酶体增殖物(PPs)激活后,PPAR 可调节多种基因,从而调节细胞内脂质代谢、葡萄糖摄取、细胞凋亡和细胞增殖。随后,配体与 PPAR 结合诱导 PPAR 与视黄酸 X 受体(RXR)形成异二聚体,从而促进复合物与过氧化物酶体增殖物激活受体反应元件(PPRE)结合,PPRE 的共有序列为 5'AGGTCANAGGTCA-3',并调节靶基因的转录。
使用基因组工作平台(Genome Workbench)和 UCSC 基因组浏览器(UCSC Genome Browser)对整个人类基因组中的 PPRE 进行全面筛选,以找到相关基因。随后,从提取的 PPRE 相关基因列表中分离出激酶亚组。使用 FunRich、ToppGene 和 ShinyGO 对激酶进行功能富集分析。然后使用 NDEx 进一步进行网络分析和富集研究,以阐明这些鉴定激酶的连接和意义。此外,还使用 R 工作室中的 DisGeNET 数据和 COSMIC 数据集分析了 PPRE 激酶与疾病的关联。
对人类基因组(T2T)中 1002 个 PPRE 序列进行全面分析,鉴定出 660 个相关基因,包括 29 个激酶。功能富集分析显示,这些激酶参与了细胞凋亡、血小板激活和细胞因子途径等多种生物途径,这表明 PPAR 在调节细胞内稳态和生物过程方面具有多方面的作用。网络分析显示,这些激酶与人类综合蛋白质-蛋白质相互作用参考网络(HIPPIE)的约 5.56%相互作用。使用 DisGeNET 和 COSMIC 数据集进行疾病关联分析表明,这些激酶在细胞过程和疾病调节中具有重要作用。
本研究阐明了 PPAR 相关基因的调节作用及其与许多生物途径的关联。激酶与疾病相关途径的参与突出了为疾病管理和干预设计治疗策略的新潜力。