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Volumn 20, Issue 3, 2013, Pages 237-248

Simultaneously learning dna motif along with its position and sequence rank preferences through expectation maximization algorithm

Author keywords

binding preference; expectation maximization; importance sampling; motif finding.

Indexed keywords

TRANSCRIPTION FACTOR;

EID: 84874703573     PISSN: 10665277     EISSN: None     Source Type: Journal    
DOI: 10.1089/cmb.2012.0233     Document Type: Article
Times cited : (10)

References (33)
  • 1
    • 0034069495 scopus 로고    scopus 로고
    • Gene ontology: Tool for the unification of biology
    • Ashburner, M. (2000). Gene ontology: tool for the unification of biology. Nature Genetics 25, 25-29.
    • (2000) Nature Genetics , vol.25 , pp. 25-29
    • Ashburner, M.1
  • 2
    • 79958090979 scopus 로고    scopus 로고
    • Dreme: Motif discovery in transcription factor chip-seq data
    • Bailey, T.L. (2011). Dreme: Motif discovery in transcription factor chip-seq data. Bioinformatics 27, 1653.
    • (2011) Bioinformatics , vol.27 , pp. 1653
    • Bailey, T.L.1
  • 3
    • 0028685490 scopus 로고
    • Fitting a mixture model by expectation maximization to discover motifs in biopolymers
    • Bailey, T.L., and Elkan C. (1994). Fitting a mixture model by expectation maximization to discover motifs in biopolymers. In Proc. Int. Conf. Intell. Syst. Mol. Biol. 2, 28-36.
    • (1994) Proc. Int. Conf. Intell. Syst. Mol. Biol. , vol.2 , pp. 28-36
    • Bailey, T.L.1    Elkan, C.2
  • 4
    • 33749061959 scopus 로고    scopus 로고
    • Protein binding microarrays (pbms) for rapid, high-throughput characterization of the sequence specificities of dna binding proteins
    • Berger, M.F., and Bulyk, M.L. (2006). Protein binding microarrays (pbms) for rapid, high-throughput characterization of the sequence specificities of dna binding proteins. Methods in Molecular Biology 338, 245.
    • (2006) Methods in Molecular Biology , vol.338 , pp. 245
    • Berger, M.F.1    Bulyk, M.L.2
  • 5
    • 34547844155 scopus 로고    scopus 로고
    • Rankmotif ++ : A motif-search algorithm that accounts for relative ranks of k-mers in binding transcription factors
    • Chen, X., Hughes, T.R., and Morris, Q. (2007). Rankmotif ++ : a motif-search algorithm that accounts for relative ranks of k-mers in binding transcription factors. Bioinformatics 23, i72.
    • (2007) Bioinformatics , vol.23
    • Chen, X.1    Hughes, T.R.2    Morris, Q.3
  • 6
    • 44649117905 scopus 로고    scopus 로고
    • Integration of external signaling pathways with the core transcriptional network in embryonic stem cells
    • Chen, X., Xu, H., Yuan, P., et al. (2008). Integration of external signaling pathways with the core transcriptional network in embryonic stem cells. Cell 133, 1106-1117.
    • (2008) Cell , vol.133 , pp. 1106-1117
    • Chen, X.1    Xu, H.2    Yuan, P.3
  • 7
    • 34547662962 scopus 로고    scopus 로고
    • Trawler: de novo regulatory motif discovery pipeline for chromatin immunoprecipitation
    • Ettwiller, L., Paten, B., Ramialison, M., et al. (2007). Trawler: de novo regulatory motif discovery pipeline for chromatin immunoprecipitation. Nature Methods 4, 563-565.
    • (2007) Nature Methods , vol.4 , pp. 563-565
    • Ettwiller, L.1    Paten, B.2    Ramialison, M.3
  • 8
    • 34250332235 scopus 로고    scopus 로고
    • Mapping of transcription factor binding regions in mammalian cells by chip: Comparison of array-and sequencing-based technologies
    • Euskirchen, G.M., Rozowsky, J.S., Wei, C.L., et al. (2007). Mapping of transcription factor binding regions in mammalian cells by chip: comparison of array-and sequencing-based technologies. Genome Research 17, 898.
    • (2007) Genome Research , vol.17 , pp. 898
    • Euskirchen, G.M.1    Rozowsky, J.S.2    Wei, C.L.3
  • 9
    • 1242264319 scopus 로고    scopus 로고
    • Finding functional sequence elements by multiple local alignment
    • Frith, M.C., Hansen, U., Spouge, J.L., and Weng, Z. (2004). Finding functional sequence elements by multiple local alignment. Nucleic Acids Research 32, 189.
    • (2004) Nucleic Acids Research , vol.32 , pp. 189
    • Frith, M.C.1    Hansen, U.2    Spouge, J.L.3    Weng, Z.4
  • 10
    • 0042266417 scopus 로고    scopus 로고
    • The role of hepatocyte nuclear factor-3a (forkhead box a1) and androgen receptor in transcriptional regulation of prostatic genes
    • Gao, N., Zhang, J., Rao, M.A., et al. (2003). The role of hepatocyte nuclear factor-3a (forkhead box a1) and androgen receptor in transcriptional regulation of prostatic genes. Molecular Endocrinology 17, 1484.
    • (2003) Molecular Endocrinology , vol.17 , pp. 1484
    • Gao, N.1    Zhang, J.2    Rao, M.A.3
  • 11
    • 0001240715 scopus 로고
    • Importance sampling for stochastic simulations
    • Glynn, P.W., and Iglehart, D.L. (1989). Importance sampling for stochastic simulations. Management Science 1367- 1392.
    • (1989) Management Science , pp. 1367-1392
    • Glynn, P.W.1    Iglehart, D.L.2
  • 12
    • 77949916244 scopus 로고    scopus 로고
    • On the detection and refinement of transcription factor binding sites using chip-seq data
    • Hu, M., Yu, J., Taylor, J.M.G., et al. (2010). On the detection and refinement of transcription factor binding sites using chip-seq data. Nucleic Acids Research 38, 2154.
    • (2010) Nucleic Acids Research , vol.38 , pp. 2154
    • Hu, M.1    Yu, J.2    Taylor, J.M.G.3
  • 13
    • 79952470442 scopus 로고    scopus 로고
    • De-novo discovery of differentially abundant transcription factor binding sites including their positional preference
    • Keilwagen, J., Grau, J., Paponov, I.A. et al. (2011). De-novo discovery of differentially abundant transcription factor binding sites including their positional preference. PLoS Computational Biology 7, e1001070.
    • (2011) PLoS Computational Biology , vol.7
    • Keilwagen, J.1    Grau, J.2    Paponov, I.A.3
  • 14
    • 80052398200 scopus 로고    scopus 로고
    • Cellular reprogramming by the conjoint action of era, foxa1, and gata3 to a ligand-inducible growth state
    • Kong, S.L., Li, G., Loh, S.L., et al. (2011), Cellular reprogramming by the conjoint action of era, foxa1, and gata3 to a ligand-inducible growth state. Molecular Systems Biology 7.
    • (2011) Molecular Systems Biology , pp. 7
    • Kong, S.L.1    Li, G.2    Loh, S.L.3
  • 16
    • 84860791332 scopus 로고    scopus 로고
    • A space and time efficient algorithm for constructing compressed suffix arrays
    • Lam, T.W., Sadakane, K., Sung, W.K., and Yiu, S.M. (2002). A space and time efficient algorithm for constructing compressed suffix arrays. Computing and Combinatorics 21-26.
    • (2002) Computing and Combinatorics , pp. 21-26
    • Lam, T.W.1    Sadakane, K.2    Sung, W.K.3    Yiu, S.M.4
  • 17
    • 46449123335 scopus 로고    scopus 로고
    • Transcription factor and microRNA motif discovery: The Amadeus platform and a compendium of metazoan target sets
    • Linhart, C., Halperin, Y., and Shamir, R. (2008). Transcription factor and microRNA motif discovery: The Amadeus platform and a compendium of metazoan target sets. Genome Research 18, 1180.
    • (2008) Genome Research , vol.18 , pp. 1180
    • Linhart, C.1    Halperin, Y.2    Shamir, R.3
  • 18
    • 0036324753 scopus 로고    scopus 로고
    • An algorithm for finding protein-dna binding sites with applications to chromatin-immunoprecipitation microarray experiments
    • Liu, X.S., Brutlag, D.L., and Liu, J.S. (2002), An algorithm for finding protein-dna binding sites with applications to chromatin-immunoprecipitation microarray experiments. Nature Biotechnology 20, 835-839.
    • (2002) Nature Biotechnology , vol.20 , pp. 835-839
    • Liu, X.S.1    Brutlag, D.L.2    Liu, J.S.3
  • 19
    • 77956339477 scopus 로고    scopus 로고
    • CUDA-MEME: Accelerating motif discovery in biological sequences using CUDA-enabled graphics processing units
    • Liu, Y., Schmidt, B., Liu, W., and Maskell, D.L. (2009). CUDA-MEME: Accelerating motif discovery in biological sequences using CUDA-enabled graphics processing units. Pattern Recognition Letters 31, 2170-2177.
    • (2009) Pattern Recognition Letters , vol.31 , pp. 2170-2177
    • Liu, Y.1    Schmidt, B.2    Liu, W.3    Maskell, D.L.4
  • 20
    • 34047192976 scopus 로고    scopus 로고
    • Dna familial binding profiles made easy: Comparison of various motif alignment and clustering strategies
    • Mahony, S., Auron, P.E., and Benos, P.V. (2007). Dna familial binding profiles made easy: comparison of various motif alignment and clustering strategies. PLoS Computational Biology 3, e61.
    • (2007) PLoS Computational Biology , vol.3
    • Mahony, S.1    Auron, P.E.2    Benos, P.V.3
  • 21
    • 77952825582 scopus 로고    scopus 로고
    • Localized motif discovery in gene regulatory sequences
    • Narang, V., Mittal, A., and Sung W.K., (2010). Localized motif discovery in gene regulatory sequences. Bioinformatics 26, 1152.
    • (2010) Bioinformatics , vol.26 , pp. 1152
    • Narang, V.1    Mittal, A.2    Sung, W.K.3
  • 22
    • 0035224579 scopus 로고    scopus 로고
    • An algorithm for finding signals of unknown length in DNA sequences
    • Pavesi, G., Mauri, G., and Pesole G., (2001). An algorithm for finding signals of unknown length in DNA sequences. Bioinformatics 17, S207-S214.
    • (2001) Bioinformatics , vol.17
    • Pavesi, G.1    Mauri, G.2    Pesole, G.3
  • 24
    • 80054070341 scopus 로고    scopus 로고
    • Steme: Efficient em to find motifs in large data sets
    • Reid, J.E., and Wernisch, L. (2011). Steme: efficient em to find motifs in large data sets. Nucleic Acids Research 39, e126-e126.
    • (2011) Nucleic Acids Research , vol.39
    • Reid, J.E.1    Wernisch, L.2
  • 25
    • 0031787969 scopus 로고    scopus 로고
    • Finding DNA regulatory motifs within unaligned noncoding sequences clustered by whole-genome mRNA quantitation
    • Roth, F.P., Hughes, J.D., Estep, P.W. and Church, G.M. (1998). Finding DNA regulatory motifs within unaligned noncoding sequences clustered by whole-genome mRNA quantitation. Nature Biotechnology 16, 939.
    • (1998) Nature Biotechnology , vol.16 , pp. 939
    • Roth, F.P.1    Hughes, J.D.2    Estep, P.W.3    Church, G.M.4
  • 26
    • 80053610846 scopus 로고    scopus 로고
    • Dual role of foxa1 in androgen receptor binding to chromatin, androgen signalling and prostate cancer
    • Sahu, B., Laakso, M., Ovaska, K., et al. (2011). Dual role of foxa1 in androgen receptor binding to chromatin, androgen signalling and prostate cancer. The EMBO Journal 30, 3962-3976.
    • (2011) The EMBO Journal , vol.30 , pp. 3962-3976
    • Sahu, B.1    Laakso, M.2    Ovaska, K.3
  • 27
    • 74949138014 scopus 로고    scopus 로고
    • Exhaustive search for over-represented dna sequence motifs with cisfinder
    • Sharov, A.A., and Ko, M.S.H. (2009). Exhaustive Search for Over-represented DNA Sequence Motifs with CisFinder. DNA Research 16, 261-73.
    • (2009) DNA Research , vol.16 , pp. 261-273
    • Sharov, A.A.1    Ko, M.S.H.2
  • 28
    • 33747885942 scopus 로고    scopus 로고
    • On counting position weight matrix matches in a sequence, with application to discriminative motif finding
    • Sinha, S. (2006) On counting position weight matrix matches in a sequence, with application to discriminative motif finding. Bioinformatics 22.
    • (2006) Bioinformatics , pp. 22
    • Sinha, S.1
  • 30
    • 50849090969 scopus 로고    scopus 로고
    • Genome-wide analysis of transcription factor binding sites based on chip-seq data
    • Valouev, A., Johnson, D.S., Sundquist, A., et al. (2008). Genome-wide analysis of transcription factor binding sites based on chip-seq data. Nature Methods 5, 829.
    • (2008) Nature Methods , vol.5 , pp. 829
    • Valouev, A.1    Johnson, D.S.2    Sundquist, A.3
  • 31
    • 1842584947 scopus 로고    scopus 로고
    • Applied bioinformatics for the identification of regulatory elements
    • Wasserman, W.W., and Sandelin, A. (2004). Applied bioinformatics for the identification of regulatory elements. Nature Reviews Genetics 5, 276-287.
    • (2004) Nature Reviews Genetics , vol.5 , pp. 276-287
    • Wasserman, W.W.1    Sandelin, A.2
  • 32
    • 80053648009 scopus 로고    scopus 로고
    • Mark the transition: Chromatin modifications and cell fate decision
    • Wu, Q., and Ng, H.H. (2011). Mark the transition: chromatin modifications and cell fate decision. Cell Research 21, 1388-1390.
    • (2011) Cell Research , vol.21 , pp. 1388-1390
    • Wu, Q.1    Ng, H.H.2
  • 33
    • 79959983507 scopus 로고    scopus 로고
    • Centdist: Discovery of co-associated factors by motif distribution
    • Zhang, Z., Chang, C.W., Goh, W.L., et al. (2011). Centdist: discovery of co-associated factors by motif distribution. Nucleic Acids Research 39, W391.
    • (2011) Nucleic Acids Research , vol.39
    • Zhang, Z.1    Chang, C.W.2    Goh, W.L.3


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