Bioinformatics tools for analyzing Next-Generation-Sequencing Data

-This is a (non-exhaustive) list of tools commonly used in bioinformatics analyses of NGS dataset. Although, a lot of these tools can be used for other purposes too (such as microarray data, Sanger sequencing, proteomics). -Most of these tools are open source and free. -Most of these tools are manipulated from the command line, although some of them also provide a GUI (Graphical User Interface).

• Next Generation Field Guide by Travis Glenn -Originally published in 2011 in Molecular Ecology Resources, but kept up to date every year. Thorough review of current sequencers, costs, pros and cons.

• The Genome Analysis Toolkit (GATK) -Software package developed at the Broad Institute to analyze high-throughput sequencing data.
• bwa -Mapping sequences (e.g 454, Illumina) against a large reference genome, such as the human genome.
• bowtie -Ultrafast, memory-efficient short read aligner.

• trinity -Efficient and robust de novo reconstruction of transcriptomes from RNA-seq data
• Trans-ABySS -de novo assembly of RNA-Seq data using ABySS
• SOAPdenovo-Trans -de novo transcriptome assembler basing on the SOAPdenovo framework, adapt to alternative splicing and different expression level among transcripts

• soapdenovo2 Short-read assembly method that can build a de novo draft assembly for human-sized genomes.
• https://www.ebi.ac.uk/~zerbino/velvet/Velvet -A sequence assembler for very short reads.
• abyss -Assembly By Short Sequences - a de novo, parallel, paired-end sequence assembler

• samtools -Samtools is a suite of programs for interacting with high-throughput sequencing data.
• The Genome Analysis Toolkit (GATK)

• tassel -TASSEL is a bioinformatics software package that can analyze diversity for sequences, SNPs, or SSRs.
• stacks -Software pipeline for building loci from short-read sequences, such as those generated on the Illumina platform. Stacks was developed to work with restriction enzyme-based data, such as RAD-seq, for the purpose of building genetic maps and conducting population genomics and phylogeography.
• pyRAD -pyRAD can analyze RAD, ddRAD, GBS, paired-end ddRAD and paired-end GBS data sets.

• geneious -Comprehensive bioinformatics software platform.
• CLC Genomics Workbench -CLC Genomics Workbench, for analyzing and visualizing next generation sequencing data.

• Blast2GO -Functional annotation of (novel) sequences and the analysis of annotation data. Also has a GUI.
• ErmineJ -Analyses of gene sets in high-throughput genomics data such as gene expression profiling studies. Also has a GUI.
• DAVID -Comprehensive set of functional annotation tools for investigators to understand biological meaning behind large list of genes.

• mothur -A comprehensive bioinformatics software platform for microbial ecology (eg. 16S rRNA gene sequences diversity)
• http://qiime.org/Quantitative Insights Into Microbial Ecology (Qiime) -Another comprehensive bioinformatics software platform for microbial ecology primarily based on high-throughput amplicon sequencing data (such as SSU rRNA). Also has a GUI.