PeerJ · 2014 · 106 citations · 18 references
Chip-seq Data AnalysesEngineeringGeneticsTranscriptomics TechnologyGenomicsBioinformatics DatabaseHigh Throughput SequencingData ScienceComputational GenomicsSequence AnalysisOmicsTuxedo PipelineFunctional GenomicsSequencingBioinformaticsLong-read SequencingNext-generation SequencingComputational BiologyNext Generation SequencingNgs PipelinesSystems BiologyMedicineGenome EditingSequence Assembly
The advent of Next Generation Sequencing (NGS) technologies has opened new possibilities for researchers. However, the more biology becomes a data-intensive field, the more biologists have to learn how to process and analyze NGS data with complex computational tools. Even with the availability of common pipeline specifications, it is often a time-consuming and cumbersome task for a bench scientist to install and configure the pipeline tools. We believe that a unified, desktop and biologist-friendly front end to NGS data analysis tools will substantially improve productivity in this field. Here we present NGS pipelines "Variant Calling with SAMtools", "Tuxedo Pipeline for RNA-seq Data Analysis" and "Cistrome Pipeline for ChIP-seq Data Analysis" integrated into the Unipro UGENE desktop toolkit. We describe the available UGENE infrastructure that helps researchers run these pipelines on different datasets, store and investigate the results and re-run the pipelines with the same parameters. These pipeline tools are included in the UGENE NGS package. Individual blocks of these pipelines are also available for expert users to create their own advanced workflows.
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The Sequence Alignment/Map format and SAMtools
Heng Li, Alec Wysoker, Tim Fennell et al. · Bioinformatics · 2009 · 64.7K citations · Full text
Fast and accurate short read alignment with Burrows–Wheeler transform
Heng Li, Richard Durbin · Bioinformatics · 2009 · 60.7K citations · Full text
Fast gapped-read alignment with Bowtie 2
Ben Langmead, Steven L. Salzberg · Nature Methods · 2012 · 58.3K citations · Full text
Long-read Sequencing, Sequence Assembly, Natural Sciences +7
Ultrafast and memory-efficient alignment of short DNA sequences to the human genome
Ben Langmead, Cole Trapnell, Mihai Pop et al. · Genome biology · 2009 · 22.5K citations · Full text
Model-based Analysis of ChIP-Seq (MACS)
Yong Zhang, Tao Liu, Clifford A. Meyer et al. · Genome biology · 2008 · 19.1K citations · Full text