Title :
Mapping of international protein index to Affymetrix probe-set identifier for correlating genomics and proteomics expression profiles in multiple myeloma
Author :
Chavan, Shweta S. ; Shaughnessy, John D., Jr. ; Barlogie, Bart ; Edmondson, Ricky D.
Author_Institution :
Myeloma Inst. for Res. & Therapy, Univ. of Arkansas Med. Sci. (UAMS), Little Rock, AR, USA
Abstract :
Affymetrix microarrays are widely used in genomics studies. Likewise, International Protein Index (IPI) hosted at European Bioinformatics Institute (EBI) and UniProtKB protein databases are commonly used in proteomics studies, more so in mass spectrometry based proteomics. However, a complete mapping from these protein identifiers (Ids) to Affymetrix Ids is currently unavailable resulting in loss of critical information while inter-converting between proteomics and genomics data-sets. This in turn has the potential to result in inaccurate downstream data analysis. Our objective is to maximize the mapping of IPI protein Ids to their corresponding Affymetrix probe set Id(s) to enable correlation of proteomics and genomics expression datasets. Thus, we have created mapping tables to link IPI Ids to their corresponding Affymetrix probe-set identifier(s). These mappings were obtained by parsing publicly available standard mapping annoannotations for IPI, Affymetrix, and Ensembl in order to establish a link between IPI and Affymetrix Id(s) using all possible identifier types that are common to both respective databases. A web-based tool, `IPI2Affy´ was created to enabletations for IPI, Affymetrix, and Ensembl in order to establish a link between IPI and Affymetrix Id(s) using all possible identifier types that are common to both respective databases. A web-based tool, `IPI2Affy´ was created to enable querying and retrieval of these Id conversions (http://binfapp.host.ualr.edu/~shweta/ipi2affy.html).
Keywords :
bioinformatics; data analysis; genomics; proteins; proteomics; Affymetrix microarrays; Affymetrix probe-set identifier; Ensembl; European Bioinformatics Institute; International Protein Index; UniProtKB protein databases; downstream data analysis; genomics correlation; international protein index mapping; mass spectrometry based proteomics; multiple myeloma; proteomics expression profiles; web-based tool IPI2Affy; Bioinformatics; Databases; Genomics; Probes; Proteins; Proteomics;
Conference_Titel :
Genomic Signal Processing and Statistics (GENSIPS), 2011 IEEE International Workshop on
Conference_Location :
San Antonio, TX
Print_ISBN :
978-1-4673-0491-7
Electronic_ISBN :
2150-3001
DOI :
10.1109/GENSiPS.2011.6169454