POCUS: mining genomic sequence annotation to predict disease genes

被引:161
作者
Turner, FS [1 ]
Clutterbuck, DR [1 ]
Semple, CAM [1 ]
机构
[1] Western Gen Hosp, MRC, Human Genet Unit, Edinburgh EH4 2XU, Midlothian, Scotland
关键词
D O I
10.1186/gb-2003-4-11-r75
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Here we present POCUS (prioritization of candidate genes using statistics), a novel computational approach to prioritize candidate disease genes that is based on over-representation of functional annotation between loci for the same disease. We show that POCUS can provide high (up to 81-fold) enrichment of real disease genes in the candidate-gene shortlists it produces compared with the original large sets of positional candidates. In contrast to existing methods, POCUS can also suggest counterintuitive candidates.
引用
收藏
页数:9
相关论文
共 25 条
[1]  
[Anonymous], CONFIDENCE INTERVAL
[2]   Beyond Mendel: An evolving view of human genetic disease transmission [J].
Badano, JL ;
Katsanis, N .
NATURE REVIEWS GENETICS, 2002, 3 (10) :779-789
[3]   MULTIPLE SIGNIFICANCE TESTS - THE BONFERRONI METHOD .10. [J].
BLAND, JM ;
ALTMAN, DG .
BRITISH MEDICAL JOURNAL, 1995, 310 (6973) :170-170
[4]   The SWISS-PROT protein knowledgebase and its supplement TrEMBL in 2003 [J].
Boeckmann, B ;
Bairoch, A ;
Apweiler, R ;
Blatter, MC ;
Estreicher, A ;
Gasteiger, E ;
Martin, MJ ;
Michoud, K ;
O'Donovan, C ;
Phan, I ;
Pilbout, S ;
Schneider, M .
NUCLEIC ACIDS RESEARCH, 2003, 31 (01) :365-370
[5]   GeneMerge - post-genomic analysis, data mining, and hypothesis testing [J].
Castillo-Davis, CI ;
Hartl, DL .
BIOINFORMATICS, 2003, 19 (07) :891-892
[6]   Ensembl 2002: accommodating comparative genomics [J].
Clamp, M ;
Andrews, D ;
Barker, D ;
Bevan, P ;
Cameron, G ;
Chen, Y ;
Clark, L ;
Cox, T ;
Cuff, J ;
Curwen, V ;
Down, T ;
Durbin, R ;
Eyras, E ;
Gilbert, J ;
Hammond, M ;
Hubbard, T ;
Kasprzyk, A ;
Keefe, D ;
Lehvaslaiho, H ;
Iyer, V ;
Melsopp, C ;
Mongin, E ;
Pettett, R ;
Potter, S ;
Rust, A ;
Schmidt, E ;
Searle, S ;
Slater, G ;
Smith, J ;
Spooner, W ;
Stabenau, A ;
Stalker, J ;
Stupka, E ;
Ureta-Vidal, A ;
Vastrik, I ;
Birney, E .
NUCLEIC ACIDS RESEARCH, 2003, 31 (01) :38-42
[7]   DAVID: Database for annotation, visualization, and integrated discovery [J].
Dennis, G ;
Sherman, BT ;
Hosack, DA ;
Yang, J ;
Gao, W ;
Lane, HC ;
Lempicki, RA .
GENOME BIOLOGY, 2003, 4 (09)
[8]  
*EUR BIOINF I, EUR BIOINF I GOA PRO
[9]   A similarity-based method for genome-wide prediction of disease-relevant human genes [J].
Freudenberg, J ;
Propping, P .
BIOINFORMATICS, 2002, 18 :S110-S115
[10]   Pathway processor: A tool for integrating whole-genome expression results into metabolic networks [J].
Grosu, P ;
Townsend, JP ;
Hartl, DL ;
Cavalieri, D .
GENOME RESEARCH, 2002, 12 (07) :1121-1126