A Review on Bioinformatics Tools for Transcriptomics NGS Data Analysis

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Abstract

With the advancement in technologies, there has been a great expansion of data generation in various fields and disciples, including genomics, pharmacogenomics, epigenomics, transcriptomics, metabolomics, and proteomics. Regarding sequencing technologies, the advent of next-generation sequencing methods has enabled researchers to analyze the entire genome or multiple genes simultaneously for mutation detection or gene expression studies. For this reason, the demand for appropriate bioinformatics tools and pipelines for NGS Data Analysis to conduct precision analysis with a high level of accuracy is very high. The field of transcriptomics requires analysis of the entire RNA transcripts that define the transcriptional state of the cells. The analysis of the entire transcriptome is challenging and is supplemented with the utilization of various bioinformatic tools. This review provides an overview of the - generation sequencing and analysis in various fields like genomics and epigenomics, with a special focus on transcriptome analysis.
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转录组学NGS数据分析的生物信息学工具综述
随着技术的进步,各个领域和学科的数据生成得到了极大的扩展,包括基因组学、药物基因组学、表观基因组学、转录组学、代谢组学和蛋白质组学。在测序技术方面,下一代测序方法的出现使研究人员能够同时分析整个基因组或多个基因,以进行突变检测或基因表达研究。因此,对适当的生物信息学工具和管道的需求非常高,用于NGS数据分析以进行高精度的精确分析。转录组学领域需要对定义细胞转录状态的整个RNA转录物进行分析。整个转录组的分析是具有挑战性的,并辅以各种生物信息学工具的利用。本文综述了基因组学和表观基因组学等不同领域的代测序和分析,重点介绍了转录组分析。
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