메뉴 건너뛰기




Volumn 9, Issue , 2015, Pages 131-136

High-speed exhaustive 3-locus interaction epistasis analysis on FPGAs

Author keywords

Bioinformatics; Entropy; Epistasis; FPGA; Gene gene interactions; GWAS; High performance computing; Mutual information

Indexed keywords

BIOINFORMATICS; ENTROPY; FIELD PROGRAMMABLE GATE ARRAYS (FPGA); GENE EXPRESSION; GENES;

EID: 84930201065     PISSN: 18777503     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jocs.2015.04.030     Document Type: Article
Times cited : (23)

References (30)
  • 1
    • 78650151311 scopus 로고    scopus 로고
    • Model-based multifactor dimensionality reduction for detecting epistasis in case-control data in the presence of noise
    • Cattaert T., Calle M.L., Dudek S.M., et al. Model-based multifactor dimensionality reduction for detecting epistasis in case-control data in the presence of noise. Ann. Hum. Genet. 2011, 75(January (1)):78-89.
    • (2011) Ann. Hum. Genet. , vol.75 , Issue.JANUARY 1 , pp. 78-89
    • Cattaert, T.1    Calle, M.L.2    Dudek, S.M.3
  • 2
    • 84873939918 scopus 로고    scopus 로고
    • Multifactor dimensionality reduction reveals a three-locus epistatic interaction associated with susceptibility to pulmonary tuberculosis
    • Collins R., Hu T., Wejse C., et al. Multifactor dimensionality reduction reveals a three-locus epistatic interaction associated with susceptibility to pulmonary tuberculosis. BioData Min. 2013, 6(1):4.
    • (2013) BioData Min. , vol.6 , Issue.1 , pp. 4
    • Collins, R.1    Hu, T.2    Wejse, C.3
  • 3
    • 33847021135 scopus 로고    scopus 로고
    • The use of the restricted partition method with case-control data
    • Culverhouse R. The use of the restricted partition method with case-control data. Hum. Hered. 2007, 63(2):93-100.
    • (2007) Hum. Hered. , vol.63 , Issue.2 , pp. 93-100
    • Culverhouse, R.1
  • 4
    • 84859841150 scopus 로고    scopus 로고
    • High-order SNP combinations associated with complex diseases: efficient discovery, statistical power and functional interactions
    • Fang G., Haznadar M., Wang W., et al. High-order SNP combinations associated with complex diseases: efficient discovery, statistical power and functional interactions. PLoS ONE 2012, 7(4):e33531.
    • (2012) PLoS ONE , vol.7 , Issue.4 , pp. e33531
    • Fang, G.1    Haznadar, M.2    Wang, W.3
  • 5
    • 84958545268 scopus 로고    scopus 로고
    • Hybrid CPU/GPU Acceleration of Detection of 2-SNP Epistatic Interactions in GWAS
    • González-Domínguez J., Schmidt B., Kässens J.C., et al. Hybrid CPU/GPU Acceleration of Detection of 2-SNP Epistatic Interactions in GWAS. Euro-Par 2014, 680-691.
    • (2014) Euro-Par , pp. 680-691
    • González-Domínguez, J.1    Schmidt, B.2    Kässens, J.C.3
  • 7
    • 84930235127 scopus 로고    scopus 로고
    • GWIS: model-free, fast and exhaustive search for epistatic interactions in case-control GWAS
    • February
    • Goudey B., Rawlinson D., Wang Q., et al. GWIS: model-free, fast and exhaustive search for epistatic interactions in case-control GWAS. Lorne Genome 2013 2013, February.
    • (2013) Lorne Genome 2013
    • Goudey, B.1    Rawlinson, D.2    Wang, Q.3
  • 8
    • 78650115977 scopus 로고    scopus 로고
    • A robust multifactor dimensionality reduction method for detecting gene-gene interactions with application to the genetic analysis of bladder cancer susceptibility
    • Gui J., Andrew A.S., Andrews P., et al. A robust multifactor dimensionality reduction method for detecting gene-gene interactions with application to the genetic analysis of bladder cancer susceptibility. Ann. Hum. Genet. 2011, 75(January (1)):20-28.
    • (2011) Ann. Hum. Genet. , vol.75 , Issue.JANUARY 1 , pp. 20-28
    • Gui, J.1    Andrew, A.S.2    Andrews, P.3
  • 9
    • 84899482906 scopus 로고    scopus 로고
    • Cloud computing for detecting high-order genome-wide epistatic interaction via dynamic clustering
    • Guo X., Meng Y., Yu N., et al. Cloud computing for detecting high-order genome-wide epistatic interaction via dynamic clustering. BMC Bioinf. 2014, 15(1):102.
    • (2014) BMC Bioinf. , vol.15 , Issue.1 , pp. 102
    • Guo, X.1    Meng, Y.2    Yu, N.3
  • 11
    • 20244380171 scopus 로고    scopus 로고
    • Complement factor H polymorphism in age-related macular degeneration
    • Klein R.J., Zeiss C., Chew E.Y., et al. Complement factor H polymorphism in age-related macular degeneration. Science (New York, NY) 2005, 308(April (5720)):385-389.
    • (2005) Science (New York, NY) , vol.308 , Issue.APRIL 5720 , pp. 385-389
    • Klein, R.J.1    Zeiss, C.2    Chew, E.Y.3
  • 12
    • 84902277210 scopus 로고    scopus 로고
    • Fast detection of high-order epistatic interactions in genome-wide association studies using information theoretic measure
    • (Advances in Bioinformatics: Twelfth Asia Pacific Bioinformatics Conference (APBC2014))
    • Leem S., hwan Jeong H., Lee J., et al. Fast detection of high-order epistatic interactions in genome-wide association studies using information theoretic measure. Comput. Biol. Chem. 2014, 50:19-28. (Advances in Bioinformatics: Twelfth Asia Pacific Bioinformatics Conference (APBC2014)).
    • (2014) Comput. Biol. Chem. , vol.50 , pp. 19-28
    • Leem, S.1    hwan Jeong, H.2    Lee, J.3
  • 13
    • 55549147191 scopus 로고    scopus 로고
    • Personal genomes: the case of the missing heritability
    • Maher B. Personal genomes: the case of the missing heritability. Nature 2008, 456(7218):18-21.
    • (2008) Nature , vol.456 , Issue.7218 , pp. 18-21
    • Maher, B.1
  • 14
    • 77949497074 scopus 로고    scopus 로고
    • Bioinformatics challenges for genome-wide association studies
    • Moore J.H., Asselbergs F.W., Williams S.M. Bioinformatics challenges for genome-wide association studies. Bioinformatics 2010, 26(4):445-455.
    • (2010) Bioinformatics , vol.26 , Issue.4 , pp. 445-455
    • Moore, J.H.1    Asselbergs, F.W.2    Williams, S.M.3
  • 15
    • 0035084663 scopus 로고    scopus 로고
    • A combinatorial partitioning method to identify multilocus genotypic partitions that predict quantitative trait variation
    • Nelson M.R., Kardia S.L., Ferrell R.E., et al. A combinatorial partitioning method to identify multilocus genotypic partitions that predict quantitative trait variation. Genome Res. 2001, 11(March (3)):458-470.
    • (2001) Genome Res. , vol.11 , Issue.MARCH 3 , pp. 458-470
    • Nelson, M.R.1    Kardia, S.L.2    Ferrell, R.E.3
  • 17
    • 84878789628 scopus 로고    scopus 로고
    • ILOCi: a SNP interaction prioritization technique for detecting epistasis in genome-wide association studies
    • Piriyapongsa J., Ngamphiw C., Intarapanich A., et al. iLOCi: a SNP interaction prioritization technique for detecting epistasis in genome-wide association studies. BMC Genomics 2012, 13(Suppl. 7):S2+.
    • (2012) BMC Genomics , vol.13
    • Piriyapongsa, J.1    Ngamphiw, C.2    Intarapanich, A.3
  • 18
    • 0034973569 scopus 로고    scopus 로고
    • Multifactor-dimensionality reduction reveals high-order interactions among estrogen-metabolism genes in sporadic breast cancer
    • Ritchie M.D., Hahn L.W., Roodi N., et al. Multifactor-dimensionality reduction reveals high-order interactions among estrogen-metabolism genes in sporadic breast cancer. Am. J. Hum. Genet. 2001, 69(July (1)):138-147.
    • (2001) Am. J. Hum. Genet. , vol.69 , Issue.JULY 1 , pp. 138-147
    • Ritchie, M.D.1    Hahn, L.W.2    Roodi, N.3
  • 19
    • 84902898945 scopus 로고    scopus 로고
    • Heterogeneous computing architecture for fast detection of SNP-SNP interactions
    • Sluga D., Curk T., Zupan B., et al. Heterogeneous computing architecture for fast detection of SNP-SNP interactions. BMC Bioinf. 2014, 15(January (1)):216.
    • (2014) BMC Bioinf. , vol.15 , Issue.JANUARY 1 , pp. 216
    • Sluga, D.1    Curk, T.2    Zupan, B.3
  • 20
    • 66649108315 scopus 로고    scopus 로고
    • Epistatic module detection for case-control studies: a Bayesian model with a Gibbs sampling strategy
    • Tang W., Wu X., Jiang R., et al. Epistatic module detection for case-control studies: a Bayesian model with a Gibbs sampling strategy. PLoS Genet. 2009, 5(May (5)).
    • (2009) PLoS Genet. , vol.5 , Issue.MAY 5
    • Tang, W.1    Wu, X.2    Jiang, R.3
  • 21
    • 84969213492 scopus 로고    scopus 로고
    • Genome-wide association study of 14,000 cases of seven common diseases and 3000 shared controls
    • The Wellcome Trust Case Control Consortium Genome-wide association study of 14,000 cases of seven common diseases and 3000 shared controls. Nature 2007, 447(June (7145)):661-678.
    • (2007) Nature , vol.447 , Issue.JUNE 7145 , pp. 661-678
  • 22
    • 60849086187 scopus 로고    scopus 로고
    • MegaSNPHunter: a learning approach to detect disease predisposition SNPs and high level interactions in genome wide association study
    • Wan X., Yang C., Yang Q., et al. MegaSNPHunter: a learning approach to detect disease predisposition SNPs and high level interactions in genome wide association study. BMC Bioinf. 2009, 10:13.
    • (2009) BMC Bioinf. , vol.10 , pp. 13
    • Wan, X.1    Yang, C.2    Yang, Q.3
  • 23
    • 77956395423 scopus 로고    scopus 로고
    • BOOST: a fast approach to detecting gene-gene interactions in genome-wide case-control studies
    • Wan X., Yang C., Yang Q., et al. BOOST: a fast approach to detecting gene-gene interactions in genome-wide case-control studies. Am. J. Hum. Genet. 2010, 87(September (3)):325-340.
    • (2010) Am. J. Hum. Genet. , vol.87 , Issue.SEPTEMBER 3 , pp. 325-340
    • Wan, X.1    Yang, C.2    Yang, Q.3
  • 24
    • 75249087515 scopus 로고    scopus 로고
    • Predictive rule inference for epistatic interaction detection in genome-wide association studies
    • Wan X., Yang C., Yang Q., et al. Predictive rule inference for epistatic interaction detection in genome-wide association studies. Bioinformatics 2010, 26(1):30-37.
    • (2010) Bioinformatics , vol.26 , Issue.1 , pp. 30-37
    • Wan, X.1    Yang, C.2    Yang, Q.3
  • 25
    • 80054892937 scopus 로고    scopus 로고
    • An empirical comparison of several recent epistatic interaction detection methods
    • Wang Y., Liu G., et al. An empirical comparison of several recent epistatic interaction detection methods. Bioinformatics 2011, 27(21):2936-2943.
    • (2011) Bioinformatics , vol.27 , Issue.21 , pp. 2936-2943
    • Wang, Y.1    Liu, G.2
  • 26
    • 84902800663 scopus 로고    scopus 로고
    • FPGA-based acceleration of detecting statistical epistasis in GWAS
    • 2014 International Conference on Computational Science
    • Wienbrandt L., Kässens J.C., González-Domínguez J., et al. FPGA-based acceleration of detecting statistical epistasis in GWAS. Proc. Comput. Sci. 2014, 29:220-230. 2014 International Conference on Computational Science.
    • (2014) Proc. Comput. Sci. , vol.29 , pp. 220-230
    • Wienbrandt, L.1    Kässens, J.C.2    González-Domínguez, J.3
  • 27
    • 84855175318 scopus 로고    scopus 로고
    • Detecting genome-wide epistases based on the clustering of relatively frequent items
    • Xie M., Li J., Jiang T. Detecting genome-wide epistases based on the clustering of relatively frequent items. Bioinformatics 2012, 28(January (1)):5-12.
    • (2012) Bioinformatics , vol.28 , Issue.JANUARY 1 , pp. 5-12
    • Xie, M.1    Li, J.2    Jiang, T.3
  • 28
    • 79954524892 scopus 로고    scopus 로고
    • GBOOST: a GPU-based tool for detecting gene-gene interactions in genome-wide case control studies
    • Yung L.S., Yang C., Wan X., et al. GBOOST: a GPU-based tool for detecting gene-gene interactions in genome-wide case control studies. Bioinformatics 2011, 27(9):1309-1310.
    • (2011) Bioinformatics , vol.27 , Issue.9 , pp. 1309-1310
    • Yung, L.S.1    Yang, C.2    Wan, X.3
  • 29
    • 77954182718 scopus 로고    scopus 로고
    • TEAM: efficient two-locus epistasis tests in human genome-wide association study
    • Zhang X., Huang S., Zou F., et al. TEAM: efficient two-locus epistasis tests in human genome-wide association study. Bioinformatics 2010 Jul., 26(12):i217-i227.
    • (2010) Bioinformatics , vol.26 , Issue.12 , pp. i217-i227
    • Zhang, X.1    Huang, S.2    Zou, F.3
  • 30
    • 34548352849 scopus 로고    scopus 로고
    • Bayesian inference of epistatic interactions in case-control studies
    • Zhang Y., Liu J.S. Bayesian inference of epistatic interactions in case-control studies. Nat. Genet. 2007 Sep, 39(9):1167-1173.
    • (2007) Nat. Genet. , vol.39 , Issue.9 , pp. 1167-1173
    • Zhang, Y.1    Liu, J.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.