September 22, 2019  |  

Long non-coding RNA identification: comparing machine learning based tools for long non-coding transcripts discrimination

Authors: Han, Siyu and Liang, Yanchun and Li, Ying and Du, Wei

Long noncoding RNA (lncRNA) is a kind of noncoding RNA with length more than 200 nucleotides, which aroused interest of people in recent years. Lots of studies have confirmed that human genome contains many thousands of lncRNAs which exert great influence over some critical regulators of cellular process. With the advent of high-throughput sequencing technologies, a great quantity of sequences is waiting for exploitation. Thus, many programs are developed to distinguish differences between coding and long noncoding transcripts. Different programs are generally designed to be utilised under different circumstances and it is sensible and practical to select an appropriate method according to a certain situation. In this review, several popular methods and their advantages, disadvantages, and application scopes are summarised to assist people in employing a suitable method and obtaining a more reliable result.

Journal: BioMed research international
DOI: 10.1155/2016/8496165
Year: 2016

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