Long noncoding RNAs (lncRNAs) play a key role in normal tissue differentiation and cancer development through their tissue-specific expression in the human transcriptome. Recent investigations of macromolecular interactions have shown that tissue-specific lncRNAs form base-pairing interactions with various mRNAs associated ...
Read More »Putting machine learning and artificial intelligence to work for correction of sequence-specific bias in RNA-Seq data
The recent success of deep learning techniques in machine learning and artificial intelligence has stimulated a great deal of interest among bioinformaticians, who now wish to bring the power of deep learning to bare on a host of bioinformatical problems. ...
Read More »Researchers extract wavelike patterns representing temporal changes from RNA-Seq data
Japanese researchers have found that genes respond differently to the amount and rate of secretions of insulin, a hormone whose malfunction can lead to obesity and diabetes. Some genes express themselves quickly when stimulated by high levels of insulin, while ...
Read More »ICE-Seq – Transcriptome-wide identification of adenosine-to-inosine editing
Inosine (I), a modified base found in the double-stranded regions of RNA in metazoans, has various roles in biological processes by modulating gene expression. Inosine is generated from adenosine (A) catalyzed by ADAR (adenosine deaminase acting on RNA) enzymes in ...
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