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SNPExpress: integrated visualization of genome-wide genotypes, copy numbers and gene expression levels.
- Source :
-
BMC genomics [BMC Genomics] 2008 Jan 25; Vol. 9, pp. 41. Date of Electronic Publication: 2008 Jan 25. - Publication Year :
- 2008
-
Abstract
- Background: Accurate analyses of comprehensive genome-wide SNP genotyping and gene expression data sets is challenging for many researchers. In fact, obtaining an integrated view of both large scale SNP genotyping and gene expression is currently complicated since only a limited number of appropriate software tools are available.<br />Results: We present SNPExpress, a software tool to accurately analyze Affymetrix and Illumina SNP genotype calls, copy numbers, polymorphic copy number variations (CNVs) and Affymetrix gene expression in a combinatorial and efficient way. In addition, SNPExpress allows concurrent interpretation of these items with Hidden-Markov Model (HMM) inferred Loss-of-Heterozygosity (LOH)- and copy number regions.<br />Conclusion: The combined analyses with the easily accessible software tool SNPExpress will not only facilitate the recognition of recurrent genetic lesions, but also the identification of critical pathogenic genes.
- Subjects :
- Computer Simulation
Genotype
Humans
Leukemia, Myeloid, Acute genetics
Loss of Heterozygosity genetics
Markov Chains
Models, Genetic
Oligonucleotide Array Sequence Analysis
Chromosomes, Human, Pair 7 genetics
Gene Dosage
Gene Expression Profiling
Genome, Human genetics
Polymorphism, Single Nucleotide genetics
Software
Subjects
Details
- Language :
- English
- ISSN :
- 1471-2164
- Volume :
- 9
- Database :
- MEDLINE
- Journal :
- BMC genomics
- Publication Type :
- Academic Journal
- Accession number :
- 18221515
- Full Text :
- https://doi.org/10.1186/1471-2164-9-41