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MethCNA: a database for integrating genomic and epigenomic data in human cancer
- Source :
- BMC Genomics, BMC Genomics, Vol 19, Iss 1, Pp 1-10 (2018)
- Publication Year :
- 2018
- Publisher :
- BioMed Central, 2018.
-
Abstract
- Background The integration of DNA methylation and copy number alteration data promises to provide valuable insight into the underlying molecular mechanisms responsible for cancer initiation and progression. However, the generation and processing of these datasets are costly and time-consuming if carried out separately. The Illumina Infinium HumanMethylation450 BeadChip, initially designed for the evaluation of DNA methylation levels, allows copy number variant calling using bioinformatics tools. Results A substantial amount of Infinium HumanMethylation450 data across various cancer types has been accumulated in recent years and is a valuable resource for large-scale data analysis. Here we present MethCNA, a comprehensive database for genomic and epigenomic data integration in human cancer. In the current release, MethCNA contains about 10,000 tumor samples representing 37 cancer types. All raw array data were collected from The Cancer Genome Atlas and NCBI Gene Expression Omnibus database and analyzed using a pipeline that integrated multiple computational resources and tools. The normalized copy number aberration data and DNA methylation alterations were obtained. We provide a user-friendly web-interface for data mining and visualization. Conclusions The Illumina Infinium HumanMethylation450 BeadChip enables the interrogation and integration of both genomic and epigenomic data from exactly the same DNA specimen, and thus can aid in distinguishing driver from passenger mutations in cancer. We expect MethCNA will enable researchers to explore DNA methylation and copy number alteration patterns, identify key oncogenic drivers in cancer, and assist in the development of targeted therapies. MethCNA is publicly available online at http://cgma.scu.edu.cn/MethCNA. Electronic supplementary material The online version of this article (10.1186/s12864-018-4525-0) contains supplementary material, which is available to authorized users.
- Subjects :
- 0301 basic medicine
Epigenomics
lcsh:QH426-470
DNA Copy Number Variations
lcsh:Biotechnology
Genomics
Biology
computer.software_genre
Proteomics
Database
03 medical and health sciences
Copy number aberration
lcsh:TP248.13-248.65
Neoplasms
Databases, Genetic
Genetics
Genomic data
Humans
Copy-number variation
Cancer
Internet
DNA methylation
Gene Expression Profiling
Computational Biology
Reproducibility of Results
DNA, Neoplasm
Infinium HumanMethylation450 BeadChip
Epigenomic data
Gene expression profiling
lcsh:Genetics
030104 developmental biology
Data integration
DNA microarray
computer
Biotechnology
Subjects
Details
- Language :
- English
- ISSN :
- 14712164
- Volume :
- 19
- Database :
- OpenAIRE
- Journal :
- BMC Genomics
- Accession number :
- edsair.doi.dedup.....cd3a408111df1a299ba3dfc8f9a52ae0