Skip to main content

The Pancancer DNA Methylation Trackhub: A Window to The Cancer Genome Atlas Epigenomics Data

  • Protocol
  • First Online:
CpG Islands

Part of the book series: Methods in Molecular Biology ((MIMB,volume 1766))

Abstract

The Cancer Genome Atlas (TCGA) epigenome data includes the DNA methylation status of tumor and normal tissues of large cohorts for dozens of cancer types. Due to the moderately large data sizes, retrieving and analyzing them requires basic programming skills. Simple data browsing (e.g., candidate gene search) is hampered by the scarcity of easy-to-use data browsers addressed to the broad community of biomedical researchers. We propose a new visualization method depicting the overall DNA methylation status at each TCGA cohort while emphasizing its heterogeneity, thus facilitating the evaluation of the cohort variability and the normal versus tumor differences. Implemented as a trackhub integrated to the University of California Santa Cruz (UCSC) genome browser, it can be easily added to any genome-wide annotation layer.

To exemplify the trackhub usage we evaluate local DNA methylation boundaries, the aberrant DNA methylation of a CpG island located at the estrogen receptor 1 (ESR1) in breast and colon cancer, and the hypermethylation of the Homeobox HOXA gene cluster and the EN1 gene in multiple cancer types. The DNA methylation pancancer trackhub is freely available at http://maplab.cat/tcga_450k_trackhub.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Protocol
USD 49.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Zhang J, Baran J, Cros A, Guberman JM, Haider S, Hsu J, Liang Y, Rivkin E, Wang J, Whitty B, Wong-Erasmus M, Yao L, Kasprzyk A (2011) International Cancer Genome Consortium Data Portal—a one-stop shop for cancer genomics data. Database (Oxford) 2011:bar026

    Google Scholar 

  2. Schroeder MP, Gonzalez-Perez A, Lopez-Bigas N (2013) Visualizing multidimensional cancer genomics data. Genome Med 5(1):9

    Article  Google Scholar 

  3. Cerami E, Gao J, Dogrusoz U, Gross BE, Sumer SO, Aksoy BA, Jacobsen A, Byrne CJ, Heuer ML, Larsson E, Antipin Y, Reva B, Goldberg AP, Sander C, Schultz N (2012) The cBio cancer genomics portal: an open platform for exploring multidimensional cancer genomics data. Cancer Discov 2(5):401–404

    Article  Google Scholar 

  4. Cline MS, Craft B, Swatloski T, Goldman M, Ma S, Haussler D, Zhu J (2013) Exploring TCGA Pan-Cancer data at the UCSC Cancer Genomics Browser. Sci Rep 3:2652

    Article  Google Scholar 

  5. Speir ML, Zweig AS, Rosenbloom KR, Raney BJ, Paten B, Nejad P, Lee BT, Learned K, Karolchik D, Hinrichs AS, Heitner S, Harte RA, Haeussler M, Guruvadoo L, Fujita PA, Eisenhart C, Diekhans M, Clawson H, Casper J, Barber GP, Haussler D, Kuhn RM, Kent WJ (2016) The UCSC Genome Browser database: 2016 update. Nucleic Acids Res 44(D1):D717–D725

    Article  CAS  Google Scholar 

  6. Bibikova M, Barnes B, Tsan C, Ho V, Klotzle B, Le JM, Delano D, Zhang L, Schroth GP, Gunderson KL, Fan JB, Shen R (2011) High density DNA methylation array with single CpG site resolution. Genomics 98(4):288–295

    Article  CAS  Google Scholar 

  7. Zhu Y, Qiu P, Ji Y (2014) TCGA-assembler: open-source software for retrieving and processing TCGA data. Nat Methods 11(6):599–600

    Article  CAS  Google Scholar 

  8. Esteller M (2007) Cancer epigenomics: DNA methylomes and histone-modification maps. Nat Rev Genet 8(4):286–298

    Article  CAS  Google Scholar 

  9. Muller HM, Widschwendter A, Fiegl H, Ivarsson L, Goebel G, Perkmann E, Marth C, Widschwendter M (2003) DNA methylation in serum of breast cancer patients: an independent prognostic marker. Cancer Res 63(22):7641–7645

    PubMed  Google Scholar 

  10. Frigola J, Song J, Stirzaker C, Hinshelwood RA, Peinado MA, Clark S (2006) Epigenetic remodeling in colorectal cancer results in coordinate gene suppression across an entire chromosome band. Nat Genet 38(5):540–549

    Article  CAS  Google Scholar 

  11. Rauch T, Wang Z, Zhang X, Zhong X, Wu X, Lau SK, Kernstine KH, Riggs AD, Pfeifer GP (2007) Homeobox gene methylation in lung cancer studied by genome-wide analysis with a microarray-based methylated CpG island recovery assay. Proc Natl Acad Sci U S A 104(13):5527–5532

    Article  CAS  Google Scholar 

  12. Mayor R, Casadome L, Azuara D, Moreno V, Clark SJ, Capella G, Peinado MA (2009) Long-range epigenetic silencing at 2q14.2 affects most human colorectal cancers and may have application as a non-invasive biomarker of disease. Br J Cancer 100(10):1534–1539

    Article  CAS  Google Scholar 

Download references

Acknowledgments

We thank Iñaki Martinez de Ilarduya for his excellent technical support. The trackhub published here is based upon data generated by the TCGA Research Network: http://cancergenome.nih.gov/. This work was supported by the Spanish Ministry of Economy and Competitiveness [SAF2011/23638 and SAF2015-64521-R to M.A.P.]. CERCA Program/Generalitat de Catalunya.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Izaskun Mallona .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer Science+Business Media, LLC, part of Springer Nature

About this protocol

Check for updates. Verify currency and authenticity via CrossMark

Cite this protocol

Mallona, I., Sierco, A., Peinado, M.A. (2018). The Pancancer DNA Methylation Trackhub: A Window to The Cancer Genome Atlas Epigenomics Data. In: Vavouri, T., Peinado, M. (eds) CpG Islands. Methods in Molecular Biology, vol 1766. Humana Press, New York, NY. https://doi.org/10.1007/978-1-4939-7768-0_7

Download citation

  • DOI: https://doi.org/10.1007/978-1-4939-7768-0_7

  • Published:

  • Publisher Name: Humana Press, New York, NY

  • Print ISBN: 978-1-4939-7767-3

  • Online ISBN: 978-1-4939-7768-0

  • eBook Packages: Springer Protocols

Publish with us

Policies and ethics