GEAR: genomic enrichment analysis of regional DNA copy number changes

被引:10
作者
Kim, Tae-Min [1 ,3 ]
Jung, Yu-Chae [1 ]
Rhyu, Mun-Gan [1 ]
Jung, Myeong Ho [3 ,4 ]
Chung, Yeun-Jun [1 ,2 ]
机构
[1] Catholic Univ Korea, Coll Med, Dept Microbiol, Seoul 137701, South Korea
[2] Catholic Univ Korea, Coll Med, Integrated Res Ctr Genom Polymorphism, Seoul 137701, South Korea
[3] Natl Inst Hlth, Ctr Biomed Sci, Div Metab Dis, Seoul, South Korea
[4] Pusan Natl Univ, Sch Oriental Med, Pusan, South Korea
关键词
D O I
10.1093/bioinformatics/btm582
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
We developed an algorithm named GEAR (genomic enrichment analysis of regional DNA copy number changes) for functional interpretation of genome-wide DNA copy number changes identified by array-based comparative genomic hybridization. GEAR selects two types of chromosomal alterations with potential biological relevance, i.e. recurrent and phenotype-specific alterations. Then it performs functional enrichment analysis using a priori selected functional gene sets to identify primary and clinical genomic signatures. The genomic signatures identified by GEAR represent functionally coordinated genomic changes, which can provide clues on the underlying molecular mechanisms related to the phenotypes of interest. GEAR can help the identification of key molecular functions that are activated or repressed in the tumor genomes leading to the improved understanding on the tumor biology.
引用
收藏
页码:420 / 421
页数:2
相关论文
共 7 条
[1]   Genomic microarrays in human genetic disease and cancer [J].
Albertson, DG ;
Pinkel, D .
HUMAN MOLECULAR GENETICS, 2003, 12 :R145-R152
[2]   Inferring a tumor progression model for neuroblastoma from genomic data [J].
Bilke, S ;
Chen, QR ;
Westerman, F ;
Schwab, M ;
Catchpoole, D ;
Khan, J .
JOURNAL OF CLINICAL ONCOLOGY, 2005, 23 (29) :7322-7331
[3]   Pathways to the analysis of microarray data [J].
Curtis, RK ;
Oresic, M ;
Vidal-Puig, A .
TRENDS IN BIOTECHNOLOGY, 2005, 23 (08) :429-435
[4]   Recurrent genomic alterations with impact on survival in colorectal cancer identified by genome-wide array comparative genomic hybridization [J].
Kim, Mi-Young ;
Yim, Seon-Hee ;
Kwon, Mi-Seon ;
Kim, Tae-Min ;
Shin, Seung-Hun ;
Kang, Hyun-Mi ;
Lee, Charles ;
Chung, Yeun-Jun .
GASTROENTEROLOGY, 2006, 131 (06) :1913-1924
[5]   SW-ARRAY: a dynamic programming solution for the identification of copy-number changes in genomic DNA using array comparative genome hybridization data [J].
Price, TS ;
Regan, R ;
Mott, R ;
Hedman, A ;
Honey, B ;
Daniels, RJ ;
Smith, L ;
Greenfield, A ;
Tiganescu, A ;
Buckle, V ;
Ventress, N ;
Ayyub, H ;
Salhan, A ;
Pedraza-Diaz, S ;
Broxholme, J ;
Ragoussis, J ;
Higgs, DR ;
Flint, J ;
Knight, SJL .
NUCLEIC ACIDS RESEARCH, 2005, 33 (11) :3455-3464
[6]   Large-scale meta-analysis of cancer microarray data identifies common transcriptional profiles of neoplastic transformation and progression [J].
Rhodes, DR ;
Yu, JJ ;
Shanker, K ;
Deshpande, N ;
Varambally, R ;
Ghosh, D ;
Barrette, T ;
Pandey, A ;
Chinnaiyan, AM .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 (25) :9309-9314
[7]   Integrative analysis of the cancer transcriptome [J].
Rhodes, DR ;
Chinnaiyan, AM .
NATURE GENETICS, 2005, 37 (Suppl 6) :S31-S37