bcbio-nextgen

Best-practice pipelines for fully automated high throughput sequencing analysis

Project description

bcbio-nextgen

Validated, scalable, community developed variant calling and RNA-seq analysis. You write a high level configuration file specifying your inputs and analysis parameters. This input drives a parallel run that handles distributed execution, idempotent processing restarts and safe transactional steps. bcbio-nextgen provides a shared community resource that handles the data processing component of sequencing analysis, providing researchers with more time to focus on the downstream biology.

Features

Community developed: We welcome contributors with the goal of overcoming the biological, algorithmic and computational challenges that face individual developers working on complex pipelines in quickly changing research areas. See our users page for examples of bcbio-nextgen deployments, and the developer documentation for tips on contributing.
Installation: A single installer script prepares all third party software, data libraries and system configuration files.
Automated validation: Compare variant calls against common reference materials or sample specific SNP arrays to ensure call correctness. Incorporation of multiple approaches for alignment, preparation and variant calling enable unbiased comparisons of algorithms.
Distributed: Focus on parallel analysis and scaling to handle large population studies and whole genome analysis. Runs on single multicore computers, in compute clusters using IPython parallel, or on the Amazon cloud. See the parallel documentation for full details.
Multiple analysis algorithms: bcbio-nextgen provides configurable variant calling and RNA-seq pipelines.

Quick start

Install bcbio-nextgen with all tool dependencies and data files:

wget https://raw.github.com/chapmanb/bcbio-nextgen/master/scripts/bcbio_nextgen_install.py
python bcbio_nextgen_install.py /usr/local/share/bcbio --tooldir=/usr/local \
  --genomes GRCh37 --aligners bwa --aligners bowtie2

producing an editable system configuration file referencing the installed software, data and system information.

Automatically create a processing description of sample FASTQ and BAM files from your project, and a CSV file of sample metadata:
```
bcbio_nextgen.py -w template freebayes-variant project1.csv sample1.bam sample2_1.fq sample2_2.fq
```
This produces a sample description file containing pipeline configuration options.

Run analysis, distributed across 8 local cores:

cd project1/work
bcbio_nextgen.py ../config/project1.yaml -n 8

Documentation

See the full documentation at ReadTheDocs. We welcome enhancements or problem reports using GitHub and discussion on the biovalidation mailing list.

Contributors

Miika Ahdesmaki, AstraZeneca
Luca Beltrame, IRCCS “Mario Negri” Institute for Pharmacological Research, Milan, Italy
Alla Bushoy, AstraZeneca
Guillermo Carrasco, Science for Life Laboratory, Stockholm
Nick Carriero, Simons Foundation
Brad Chapman, Harvard Chan Bioinformatics Core
Saket Choudhary, University Of Southern California
Peter Cock, The James Hutton Institute
Matt Edwards, MIT
Mario Giovacchini, Science for Life Laboratory, Stockholm
Karl Gutwin, Biogen
Jeff Hammerbacher, Icahn School of Medicine at Mount Sinai
John Kern
Rory Kirchner, Harvard Chan Bioinformatics Core
Jakub Nowacki, AstraZeneca
John Morrissey, Harvard Chan Bioinformatics Core
Lorena Pantano, Harvard Chan Bioinformatics Core
Brent Pedersen, University of Colorado Denver
James Porter, The University of Chicago
Valentine Svensson, Science for Life Laboratory, Stockholm
Paul Tang, UCSF
Roman Valls, Science for Life Laboratory, Stockholm
Kevin Ying, Garvan Institute of Medical Research, Sydney, Australia

License

The code is freely available under the MIT license.

Project details

Release history Release notifications | RSS feed

1.1.5

Apr 12, 2019

1.1.4

Apr 3, 2019

1.1.3

Jan 29, 2019

1.1.2

Dec 12, 2018

1.1.1

Nov 6, 2018

1.1.0

Jul 11, 2018

1.0.9

Apr 10, 2018

1.0.8

Feb 5, 2018

1.0.7

Jan 6, 2018

1.0.6

Nov 5, 2017

1.0.5

Sep 11, 2017

1.0.4

Jul 9, 2017

1.0.3

May 7, 2017

1.0.2

Mar 7, 2017

1.0.1

Jan 17, 2017

1.0.0

Nov 20, 2016

0.9.9

Jul 18, 2016

0.9.8

May 20, 2016

0.9.7

Mar 29, 2016

0.9.6

Feb 12, 2016

0.9.5

Dec 12, 2015

0.9.4

Oct 14, 2015

0.9.4a0 pre-release

Sep 28, 2015

0.9.3

Sep 27, 2015

0.9.2

Sep 1, 2015

0.9.1

Aug 6, 2015

0.9.0

Jun 20, 2015

0.8.9

May 10, 2015

0.8.8

Apr 29, 2015

This version

0.8.7

Mar 10, 2015

0.8.6

Feb 23, 2015

0.8.5

Jan 11, 2015

0.8.4

Nov 29, 2014

0.8.3

Nov 19, 2014

0.8.2

Sep 17, 2014

0.8.1

Aug 29, 2014

0.8.0

Jul 28, 2014

0.7.9

May 19, 2014

0.7.8

Mar 21, 2014

0.7.7

Feb 27, 2014

0.7.6

Jan 15, 2014

0.7.5

Nov 29, 2013

0.7.4

Oct 20, 2013

0.7.3

Sep 22, 2013

0.7.2

Aug 30, 2013

0.7.1

Aug 12, 2013

0.7.0

Jul 30, 2013

0.6.5

Jun 7, 2013

0.6.4

May 6, 2013

0.6.3

Mar 29, 2013

0.6.2

Mar 20, 2013

0.6.1

Mar 1, 2013

0.6.0

Feb 6, 2013

0.5a pre-release

Jan 2, 2013

0.4a pre-release

Nov 14, 2012

0.2

Sep 7, 2011

0.1

Aug 3, 2011

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

bcbio-nextgen-0.8.7.tar.gz (305.6 kB view details)

Uploaded Mar 10, 2015 Source

File details

Details for the file bcbio-nextgen-0.8.7.tar.gz.

File metadata

Download URL: bcbio-nextgen-0.8.7.tar.gz
Upload date: Mar 10, 2015
Size: 305.6 kB
Tags: Source
Uploaded using Trusted Publishing? No

File hashes

Hashes for bcbio-nextgen-0.8.7.tar.gz
Algorithm	Hash digest
SHA256	`b0e8ff39ba1d1db0fd79e18af34798a27c3278cb3f4042cfa29d680509f7f6cf`
MD5	`a1cd93c58ca3b52bcf4d30252a19293d`
BLAKE2b-256	`670e07624aac63f5880e054358df38351cd1dbc27ce883e593e84d3ce45b05fb`