In Silico Identification of Novel Acute Myeloid Leukemia Associated Missense SNPs in Human CEBPA Gene

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Abstract

Single nucleotide polymorphisms (SNPs) in CEBPA gene have been found to be associated with cancer especially Acute Myeloid Leukemia (AML). Therefore, the identification of functional and structural polymorphisms in CEBPA is important to study and discover therapeutics targets and potential malfunctioning. For this purpose, several bioinformatics tools were used for the identification of disease-associated nsSNPs, which might be vital for the structure and function of CEBPA, making them extremely important. In silico tools used in this study included SIFT, PROVEAN, PolyPhen2, SNP&GO and PhD-SNP, followed by ConSurf and I-Mutant. Protein 3D modelling was carried out using I-TASSER and MODELLER v9.22, while GeneMANIA and string were used for the prediction of gene-gene interaction in this regard. From our study, we found that the L345P, R333C, R339Q, V328G, R327W, L317Q, N292S, E284A, R156W, Y108N and F82L mutations were the most crucial SNPs. Additionally, the gene-gene interaction showed the genes having correlation with CEBPA’s co-expressions and importance in several pathways. In future, these 11 mutations should be investigated while studying diseases related to CEBPA, especially for AML. Being the first of its kind, future perspectives are proposed in this study, which will help in precision medicine. Animal models are of great significance in finding out CEBPA effects in disease.
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人CEBPA基因新型急性髓系白血病相关错义snp的计算机鉴定
CEBPA基因的单核苷酸多态性(snp)已被发现与癌症,特别是急性髓性白血病(AML)有关。因此,鉴定CEBPA的功能和结构多态性对于研究和发现治疗靶点和潜在的功能障碍具有重要意义。为此,使用了几种生物信息学工具来鉴定疾病相关的nssnp,这些nssnp可能对CEBPA的结构和功能至关重要,因此它们非常重要。本研究中使用的计算机工具包括SIFT、PROVEAN、PolyPhen2、SNP&GO和PhD-SNP,其次是ConSurf和I-Mutant。蛋白三维建模使用I-TASSER和modeler v9.22,预测基因-基因相互作用使用GeneMANIA和string。我们的研究发现,L345P、R333C、R339Q、V328G、R327W、L317Q、N292S、E284A、R156W、Y108N和F82L突变是最关键的snp。此外,基因-基因互作还显示了与CEBPA共表达相关的基因在多种途径中的重要性。未来,在研究与CEBPA相关的疾病,特别是AML时,应该对这11个突变进行研究。作为此类研究的首例,本研究提出了未来的展望,这将有助于精准医学的发展。动物模型对揭示CEBPA在疾病中的作用具有重要意义。
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