Transcriptome - wide bioinformatics analysis of the binding sites of RNA - binding proteins and their putative role in mendelian diseases

Thu Phan Nguyen Anh, M. Floris, M. Laura Idda, Bach Nguyen Hoang
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Abstract

Background: Post-transcriptional regulation is the control of gene expression at the RNA level. After produced, the stability and distribution of the different transcripts are regulated by means of RNA-binding proteins (RBPs). Mutations in RNA-binding proteins can cause Mendelian diseases - prominently neuromuscular disorders and cancers. This study determines the interaction between RBPs and target-RNA complexes from public data of the ENCODE project and identifies mutations associated with Mendelian diseases that could disrupt the RBP-RNA interactions. Materials and methods: we performed a transcriptome - wide bioinformatics prediction of the binding sites of RBPs in the human transcriptome from public data of the ENCODE project. Results: The majority (54%) of pathogenic mutation putatively affecting the binding sites of RBPs are located in protein - coding genes and are mainly classified as loss - of - function mutations. Mutations located in the binding sites of RBPs related to RNA processing. For 13 diseases, Familial hypercholesterolemia is the most significant disease with about 40% of mutations in ClinVar database located into the binding sites of RBPs (p=2.3e-65), but congenital hypogonadotropic hypogonadism is the disease with the highest percentage of mutations affecting the binding sites of RBPs (98%, p=2.7e-25). The RBPs most involved in human Mendelian diseases by binding sites-disrupting mutations are YBX3, AQR and PRPF8. Conclusions: A large number of Mendelian diseases are potentially mediated by disease - causing variants that potentially disrupt the binding sites of RBPs. This will provide insight sharper on post - transcriptional mechanisms. Besides, it is useful to know the role of protein - RNA interactome networks in pathologies, thereby serving the treatment of diseases. Key words: bioinformatics analysis, ENCODE project, ClinVar, RNA-binding proteins, Mendelian diseases
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RNA结合蛋白结合位点的全转录组生物信息学分析及其在孟德尔疾病中的推测作用
背景:转录后调控是在RNA水平上对基因表达的调控。不同转录本产生后,通过rna结合蛋白(rbp)调控其稳定性和分布。rna结合蛋白的突变会导致孟德尔疾病——主要是神经肌肉疾病和癌症。本研究从ENCODE项目的公开数据中确定了rbp和靶rna复合物之间的相互作用,并确定了与孟德尔疾病相关的可能破坏RBP-RNA相互作用的突变。材料和方法:我们从ENCODE项目的公开数据中对人类转录组中rbp的结合位点进行了转录组范围的生物信息学预测。结果:大多数(54%)推定影响rbp结合位点的致病性突变位于蛋白编码基因,主要为功能缺失突变。位于rbp结合位点的突变与RNA加工有关。在13种疾病中,家族性高胆固醇血症是最显著的疾病,ClinVar数据库中约40%的突变位于rbp的结合位点(p=2.3e-65),而先天性促性腺功能低下是影响rbp结合位点的突变比例最高的疾病(98%,p=2.7e-25)。通过结合位点破坏突变参与人类孟德尔疾病的rbp有YBX3、AQR和PRPF8。结论:大量孟德尔疾病可能是由致病变异介导的,这些变异可能破坏rbp的结合位点。这将提供对转录后机制更敏锐的洞察力。此外,它有助于了解蛋白质- RNA相互作用网络在病理中的作用,从而服务于疾病的治疗。关键词:生物信息学分析,ENCODE项目,ClinVar, rna结合蛋白,孟德尔疾病
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