The rapid expansion of transcriptomics and affordability of next-generation sequencing (NGS) technologies generate rocketing amounts of gene expression data across biology and medicine, including...
Read More »Boiler – Lossy compression of RNA-seq alignments using coverage vectors
Researchers from Johns Hopkins University have developed Boiler, a new software tool for compressing and querying large collections of RNA-seq alignments. Boiler discards most per-read data, keeping only a genomic coverage vector plus a few empirical distributions summarizing the alignments. Since ...
Read More »MiRME – A new method to detect a wide range of miRNA mutation and editing sites from small RNA HTS profiles
Various types of mutation and editing (M/E) events in microRNAs (miRNAs) can change the stabilities of pre-miRNAs and/or complementarities between miRNAs and their targets. Small RNA (sRNA) high-throughput sequencing (HTS) profiles can contain many mutated and edited miRNAs. Systematic detection ...
Read More »Optimizing RNA-Seq Mapping with STAR
Sequencing of transcribed RNA molecules (RNA-seq) is an invaluable tool for studying cell transcriptomes at high resolution and depth. RNA-seq datasets typically consist of tens to hundreds of millions of relatively short (30–200 nt) sequence fragments of the original RNA ...
Read More »Mapping RNA-seq Reads with STAR
Mapping of large sets of high-throughput sequencing reads to a reference genome is one of the foundational steps in RNA-seq data analysis. The STAR software package performs this task with high levels of accuracy and speed. In addition to detecting ...
Read More »miRseqViewer – Multi-panel visualization of sequence, structure and expression for analysis of microRNA sequencing data
Deep sequencing of small RNAs has become a routine process in recent years, but no dedicated viewer is as yet available to explore the sequence features simultaneously along with secondary structure and gene expression of microRNA (miRNA). A team led ...
Read More »SeqAssist – a novel toolkit for preliminary analysis of next-generation sequencing data
While next-generation sequencing (NGS) technologies are rapidly advancing, an area that lags behind is the development of efficient and user-friendly tools for preliminary analysis of massive NGS data. As an effort to fill this gap to keep up with the ...
Read More »Seqnature – RNA-Seq Alignment to Individualized Genomes Improves Transcript Abundance Estimates in Multiparent Population
Massively parallel RNA sequencing (RNA-seq) has yielded a wealth of new insights into transcriptional regulation. A first step in the analysis of RNA-seq data is the alignment of short sequence reads to a common reference genome or transcriptome. Genetic variants ...
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