A CRISPR locus, defined by an array of repeat and spacer elements, constitutes a genetic record of the ceaseless battle between bacteria and viruses, showcasing the genomic integration of spacers acquired from invasive DNA. In particular, iterative...
Read More »Splatter – simulation of single-cell RNA sequencing data
As single-cell RNA sequencing (scRNA-seq) technologies have rapidly developed, so have analysis methods. Many methods have been tested, developed, and validated using simulated datasets. Unfortunately, current simulations are often poorly documented, their similarity to real data is not demonstrated, or ...
Read More »TRAPR – R Package for Statistical Analysis and Visualization of RNA-Seq Data
High-throughput transcriptome sequencing, also known as RNA sequencing (RNA-Seq), is a standard technology for measuring gene expression with unprecedented accuracy. Numerous bioconductor packages have been developed for the statistical analysis of RNA-Seq data. However, these tools focus on specific aspects ...
Read More »10x Genomics Launches Software for Single-Cell RNA-seq Data Analysis and Visualization
10x Genomics, a company focused on enabling the mastery of biology by accelerating genomic discovery, today announced the launch of a new software suite for analyzing and visualizing single-cell RNA sequencing (scRNA-seq) data generated by the company’s Chromium™ Single Cell ...
Read More »TreeExp1.0 – R Package for Analyzing Expression Evolution Based on RNA-Seq Data
Recent innovation of RNA-seq technology has shed insightful light on the transcriptomic evolution studies, especially on researches of tissue-specific expression evolution. Phylogenetic analysis of transcriptome data may help to identify causal gene expression differences underlying the evolutionary changes in morphological, ...
Read More »Je – a suite of tools that accommodates complex barcoding strategies including unique molecular identifiers (UMIs)
The yield obtained from next generation sequencers has increased almost exponentially in recent years, making sample multiplexing common practice. While barcodes (known sequences of fixed length) primarily encode the sample identity of sequenced DNA fragments, barcodes made of random sequences ...
Read More »RNAEditor – easy detection of RNA editing events and the introduction of editing islands
RNA editing of adenosine residues to inosine (‘A-to-I editing’) is the most common RNA modification event detectible with RNA sequencing (RNA-seq). While not directly detectable, inosine is read by next-generation sequencers as guanine. Therefore, mapping RNA-seq reads to their corresponding ...
Read More »Comparative assessment of methods for the fusion transcripts detection from RNA-Seq data
RNA-Seq made possible the global identification of fusion transcripts, i.e. “chimeric RNAs”. Even though various software packages have been developed to serve this purpose, they behave differently in different datasets provided by different developers. It is important for both users, ...
Read More »Splicing Express – a software suite for alternative splicing analysis using next-generation sequencing data
Alternative splicing events (ASEs) are prevalent in the transcriptome of eukaryotic species and are known to influence many biological phenomena. The identification and quantification of these events are crucial for a better understanding of biological processes. Next-generation DNA sequencing technologies ...
Read More »WASP – allele-specific software for robust molecular quantitative trait locus discovery
Allele-specific sequencing reads provide a powerful signal for identifying molecular quantitative trait loci (QTLs), but they are challenging to analyze and are prone to technical artifacts. Here researchers from the University of Chicago and Stanford University describe WASP, a suite ...
Read More »