Tin-Lap Lee: CBIIT GigaGalaxy: A Galaxy-based platform for large-scale genomics analysis
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Tin-Lap Lee's ISCB-Asia talk on CBIIT GigaGalaxy: A Galaxy-based platform for large-scale genomics analysis. December 19th December 2012
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Tin-Lap Lee: CBIIT GigaGalaxy: A Galaxy-based platform for large-scale genomics analysis
- 1. CBIIT GigaGalaxy – A Galaxy-based Platform for Large-scale Genomics Analysis Tin-Lap, LEE School of Biomedical Sciences, CUHK-BGI Innovation Institute of Trans-omics, The Chinese University of Hong Kong, Hong Kong SAR, China.
- 2. CBIIT • Jointly established between The Chinese University of Hong Kong (CUHK) and BGI. • “We aim to provide a platform conducive to training of multi-disciplinary talents conversant with the knowledge and application of genomics, proteomics, genetics , computation biology and bioinformatics, by capitalizing on both institutions’ expertise and strengths in genomic science.”
- 3. Big Data Translates into Big Opportunities... and Big Responsibilities
- 4. The challenges for biomedical scientists
- 5. The challenges for biomedical scientists
- 7. CBIIT GigaGalaxy Highlights: • Provides enhanced functionality in additional to the original Galaxy functions Specialized instances Speed: local servers with SBS-UCSC genome database mirror in Hong Kong Reproducibility: Seamless integration with Taverna/myExperiment workflows Data exchange and publishing: GigaScience journal portal/GigaDB Customized functions and more…..
- 8. CBIIT GigaGalaxy Benefits: Simplifies complicated bioinformatics tasks, accelerate data processing and allow flexible analysis. Significantly reduce software and hardware costs, encourage research collaboration.
- 10. CBIIT GigaGalaxy Structure Tool Development Biomedical and bioinformatics research Publishing
- 11. What is SOAP? • SOAP - a tool package that provides full solution to NGS data analysis by BGI. http://soap.genomics.org.cn/
- 12. Why SOAP? • Galaxy has been using SAMtools for consensus sequence calling, but the recent upgrade has left this part out, which is very limited to some biologists. • SOAPsnp is the only other method that can call full consensus sequences besides SAMtools. • The main galaxy site supports none of the SOAP tools, including SOAPsnp.
- 13. Galaxy Tool Shed • Enables sharing of Galaxy tools across Galaxy servers around the world. • SOAP package tools configured for use in Galaxy. – SOAPsnp/SOAPdenovo
- 16. SOAPsnp
- 17. SOAPpopindel
- 18. NGS De Novo Assembly: SOAPdenovo
- 19. NGS De Novo Assembly: SOAPdenovo2
- 20. CBIIT GigaGalaxy structure Bioinformatics Development Biomedical and bioinformatics research Publishing
- 21. How does it work? • myExperiment -a repository for workflows. Taverna workflows. New: Galaxy workflows. • CBIIT GigaGalaxy integration http://www.myexperiment.org
- 22. Taverna workflow http://www.taverna.org.uk/
- 24. Galaxy workflow
- 25. Import (1)
- 26. Import (2)
- 27. Export (1)
- 28. Export (2)
- 30. CBIIT GigaGalaxy structure Bioinformatics Development Biomedical and bioinformatics research Publishing
- 31. Now launched… Large-Scale Data Journal/Database In conjunction with: Editor-in-Chief: Laurie Goodman, PhD Editor: Scott Edmunds, PhD Commissioning Editor: Nicole Nogoy, PhD www.gigasciencejournal.com
- 34. 40 Datasets with DOI®s Invertebrate Released pre-publication Ant Vertebrates Non-BGI - Florida carpenter ant Giant panda Paper in GigaScience - Jerdon’s jumping ant Macaque - Leaf-cutter ant - Chinese rhesus Plants Roundworm - Crab-eating Chinese cabbage Schistosoma Mini-Pig Cucumber Silkworm Naked mole rat Foxtail millet Parrot Pigeonpea Penguin Potato Human Sorghum Asian individual (YH) v1+v2 - Emperor penguin - DNA Methylome - Adelie penguin - Genome Assembly Pigeon, domestic - Transcriptome Polar bear Coming soon… Cancer (14TB) Sheep Microbiome data Hep B infected exomes Tibetan antelope Single Cell Bladder Cancer Microbes Ancient DNA E. Coli O104:H4 TY-2482 - Saqqaq Eskimo Cell-Line - Aboriginal Australian Chinese Hamster Ovary Mouse Methylomes
- 35. GigaDB v2 export to CBIIT GigaGalaxy
- 36. How are we supporting data reproducibility? Data sets GigaScience paper Analyses Community tools for data reproduction and reuse
- 37. CBIIT GigaGalaxy Big data from the Data, Data, Data… “Sequencing Coal Face” Data Modeling Pipeline design Tin-Lap Lee, CUHK Validation Applications
- 38. Acknowledgements • Lee Lab (CUHK) • myExperiment – Huayan Gao – Finn Bacall – Dave De Roure • GigaScience • NBIC – Scott Edmunds – Kostas Karasavvas – Peter Li – Tam Sneddon • BGI-Hong Kong BGI-Shenzhen – Dennis Chan - Ruiqiang Li - Ruibang Luo – Edmond Leung - Haofu Wu - SOAP team members • Galaxy team – Nate Coraor
- 39. Thank you
Editor's Notes
- The first section of this talk is about implementation of public instance using galaxy tool shed. We are currently implement the first public SOAP instance to the platform.
- The SOAP package provides a set of tools for processing NGS data. There are different versions of SOAP for mapping short reads to reference sequences. There are also tools like soapdenovo for construction of a new genome sequence and soapsnp which can assemble a consensus sequence and identify SNPs present on it in relation to a reference. Documentation in the BGI SOAP package is limited in scope, making the tools difficult to use. We will be working with the BGI developers in providing test data and Galaxy pipelines demonstrating the use of SOAP.
- Other than its popularity, another main reason to implement SOAP tool is that …
- We transform the command line base SOAP tool into galaxy instance by Galaxy tool shed. The tool shed is useful to transofrm any programs through python rapper. I should say the Galaxy team did a great job on this, and they are very helpful during the development process. By doing that.. It allows
- You can notice that all the parameters has been transformed into drop-down menu..We also put an explanation for each par. So that the user has a better understanding on each item.
- Similar to SOAPsnp, the complicated parameters or option has been transformed. The settings will be recorded in each run, so that one can track back easily.
- So much for the tool development, the second part of the talk will focus on work flow implementation using the workflows from myexperiment.
- What does semantic mean in the
- Introduction into GigaScience, a journal published by BGI and BioMed Central which focuses on the publication of papers involving the analysis of large-scale omics data - show first issue slide. In addition, the journal has a focus on enabling the experimental data and results published in its papers to be reproducible for readers. Data produced from post-genomic experiments can be stored in GigaScience'sGigaDB database. It currently holds 37 data sets of mainly NGS data - show slide. Each data set is allocated a DOI - Digital Object Identifier which enables the data set to be uniquely identified and used for its citation, providing a handle for tracking its usage.