基于基因组学和生物信息学的方法,在多个大洲确定肝癌基因变异体

Muhammad Ma’ruf, Lalu Muhammad Irham, Wirawan Adikusuma, Made Ary Sarasmita, Sabiah Khairi, B. Purwanto, Rockie Chong, Maulida Mazaya, Lalu Muhammad Harmain Siswanto
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摘要

肝癌是全球第四大死亡原因。众所周知的风险因素包括乙型肝炎病毒和丙型肝炎病毒,以及接触黄曲霉毒素、过度饮酒、肥胖和 2 型糖尿病。基因组变异在介导这些风险因素与肝癌之间的关联方面起着至关重要的作用。然而,参与这一过程的特定变异仍未得到充分探索。本研究利用生物信息学方法,从各大洲鉴定与肝癌相关的基因变异。从全基因组关联研究目录中检索了与肝癌相关的单核苷酸多态性。然后利用 HaploReg v4.1 和 Ensembl 数据库的功能注释进行优先排序。使用皮尔逊相关系数评估了每个变异体的流行率和等位基因频率。研究发现,PNPLA3 基因编码的两个变异体 rs2294915 和 rs2896019 在肝组织、皮肤、细胞培养的成纤维细胞和皮下脂肪组织中高表达,而所有这些组织都会导致肝癌风险。我们进一步发现,这两个 SNP(rs2294915 和 rs2896019)与患病率呈正相关。在东亚和非洲人群中,与患病率呈正相关的情况更为常见。我们强调了这一人群特异性 PNPLA3 遗传变异在遗传关联研究以及肝癌早期预后和治疗中的作用。这项研究凸显了将基因组数据库与生物信息学分析相结合,以确定与肝癌发病机制有关的基因变异的潜力。本研究调查的基因变异很可能是肝癌的易感基因,并可能影响肝癌的进展和侵袭性。我们建议今后的研究优先考虑在临床环境中验证这些变异。
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A genomic and bioinformatic-based approach to identify genetic variants for liver cancer across multiple continents
Liver cancer is the fourth leading cause of death worldwide. Well-known risk factors include hepatitis B virus and hepatitis C virus, along with exposure to aflatoxins, excessive alcohol consumption, obesity, and type 2 diabetes. Genomic variants play a crucial role in mediating the associations between these risk factors and liver cancer. However, the specific variants involved in this process remain under-explored. This study utilized a bioinformatics approach to identify genetic variants associated with liver cancer from various continents. Single-nucleotide polymorphisms associated with liver cancer were retrieved from the genome-wide association studies catalog. Prioritization was then performed using functional annotation with HaploReg v4.1 and the Ensembl database. The prevalence and allele frequencies of each variant were evaluated using Pearson correlation coefficients. Two variants, rs2294915 and rs2896019, encoded by the PNPLA3 gene, were found to be highly expressed in the liver tissue, as well as in the skin, cell-cultured fibroblasts, and adipose-subcutaneous tissue, all of which contribute to the risk of liver cancer. We further found that these two SNPs (rs2294915 and rs2896019) were positively correlated with the prevalence rate. Positive associations with the prevalence rate were more frequent in East Asian and African populations. We highlight the utility of this population-specific PNPLA3 genetic variant for genetic association studies and for the early prognosis and treatment of liver cancer. This study highlights the potential of integrating genomic databases with bioinformatic analysis to identify genetic variations involved in the pathogenesis of liver cancer. The genetic variants investigated in this study are likely to predispose to liver cancer and could affect its progression and aggressiveness. We recommend future research prioritizing the validation of these variations in clinical settings.
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