메뉴 건너뛰기




Volumn 13, Issue 1, 2012, Pages

Copynumber: Efficient algorithms for single- and multi-track copy number segmentation

Author keywords

aCGH; Allele specific segmentation; Bioconductor; Copy number; Least squares; Penalized regression; Segmentation

Indexed keywords

ACCURACY; ARTICLE; BREAST CANCER; COMPARATIVE GENOMIC HYBRIDIZATION; COMPUTER INTERFACE; COMPUTER PROGRAM; DATA ANALYSIS; FOLLICULAR LYMPHOMA; GENE DOSAGE; GENETIC ANALYSIS; HIGH THROUGHPUT SEQUENCING; INFORMATION PROCESSING; INTERMETHOD COMPARISON; MATHEMATICAL ANALYSIS; REGRESSION ANALYSIS; SENSITIVITY AND SPECIFICITY; SINGLE NUCLEOTIDE POLYMORPHISM;

EID: 84873813238     PISSN: None     EISSN: 14712164     Source Type: Journal    
DOI: 10.1186/1471-2164-13-591     Document Type: Article
Times cited : (217)

References (37)
  • 3
    • 12344259648 scopus 로고    scopus 로고
    • Analysis of array CGH data: from signal ratio to gain and loss of DNA regions
    • 10.1093/bioinformatics/bth418, 15381628
    • Hupe P, Stransky N, Thiery J, Barillot E. Analysis of array CGH data: from signal ratio to gain and loss of DNA regions. Bioinformatics 2004, 20:3413-3422. 10.1093/bioinformatics/bth418, 15381628.
    • (2004) Bioinformatics , vol.20 , pp. 3413-3422
    • Hupe, P.1    Stransky, N.2    Thiery, J.3    Barillot, E.4
  • 4
    • 3543105225 scopus 로고    scopus 로고
    • Circular binary segmentation for the analysis of array-based copy number data
    • 10.1093/biostatistics/kxh008, 15475419
    • Olshen AB, Venkatraman ES, Lucito R, Wigler M. Circular binary segmentation for the analysis of array-based copy number data. Biostatistics 2004, 5:557-572. 10.1093/biostatistics/kxh008, 15475419.
    • (2004) Biostatistics , vol.5 , pp. 557-572
    • Olshen, A.B.1    Venkatraman, E.S.2    Lucito, R.3    Wigler, M.4
  • 5
    • 27544483495 scopus 로고    scopus 로고
    • Comparative analysis of algorithms for identifying amplifications and deletions in array CGH data
    • 10.1093/bioinformatics/bti611, 2819184, 16081473
    • Lai WR, Johnson MD, Kucherlapati R, Park PJ. Comparative analysis of algorithms for identifying amplifications and deletions in array CGH data. Bioinformatics 2005, 21:3763-3770. 10.1093/bioinformatics/bti611, 2819184, 16081473.
    • (2005) Bioinformatics , vol.21 , pp. 3763-3770
    • Lai, W.R.1    Johnson, M.D.2    Kucherlapati, R.3    Park, P.J.4
  • 7
    • 12444256820 scopus 로고    scopus 로고
    • A method for calling gains and losses in array CGH data
    • 10.1093/biostatistics/kxh017, 15618527
    • Wang P, Kim Y, Pollack J, Narasimhan B, Tibshirani R. A method for calling gains and losses in array CGH data. Biostatistics 2005, 6:45-58. 10.1093/biostatistics/kxh017, 15618527.
    • (2005) Biostatistics , vol.6 , pp. 45-58
    • Wang, P.1    Kim, Y.2    Pollack, J.3    Narasimhan, B.4    Tibshirani, R.5
  • 8
    • 27944455289 scopus 로고    scopus 로고
    • A comparison study: applying segmentation to array CGH data for downstream analyses
    • 10.1093/bioinformatics/bti677, 16159913
    • Willenbrock H, Fridlyand J. A comparison study: applying segmentation to array CGH data for downstream analyses. Bioinformatics 2005, 21:4084-4091. 10.1093/bioinformatics/bti677, 16159913.
    • (2005) Bioinformatics , vol.21 , pp. 4084-4091
    • Willenbrock, H.1    Fridlyand, J.2
  • 10
    • 34248660286 scopus 로고    scopus 로고
    • A forward-backward fragment assembling algorithm for the identification of genomic amplification and deletion breakpoints using high-density single nucleotide polymorphism (SNP) array
    • Yu T, Ye H, Sun W, Li K, Chen Z, Jacobs S, Bailey D, Wong D, Zhou X. A forward-backward fragment assembling algorithm for the identification of genomic amplification and deletion breakpoints using high-density single nucleotide polymorphism (SNP) array. BMC Bioinf 2007, 8:145.
    • (2007) BMC Bioinf , vol.8 , pp. 145
    • Yu, T.1    Ye, H.2    Sun, W.3    Li, K.4    Chen, Z.5    Jacobs, S.6    Bailey, D.7    Wong, D.8    Zhou, X.9
  • 11
    • 49549085311 scopus 로고    scopus 로고
    • A fast and flexible method for the segmentation of aCGH data
    • 10.1093/bioinformatics/btn272, 18689815
    • Ben-Yaacov E, Eldar YC. A fast and flexible method for the segmentation of aCGH data. Bioinformatics 2008, 24(16):i139-i145. 10.1093/bioinformatics/btn272, 18689815.
    • (2008) Bioinformatics , vol.24 , Issue.16
    • Ben-Yaacov, E.1    Eldar, Y.C.2
  • 12
    • 37249032736 scopus 로고    scopus 로고
    • Spatial smoothing and hot spot detection for CGH data using the fused lasso
    • Tibshirani R, Wang P. Spatial smoothing and hot spot detection for CGH data using the fused lasso. Biostatistics 2008, 9:18-29.
    • (2008) Biostatistics , vol.9 , pp. 18-29
    • Tibshirani, R.1    Wang, P.2
  • 13
    • 43449102012 scopus 로고    scopus 로고
    • Hidden Markov models for the assessment of chromosomal alterations using high-throughput SNP arrays
    • 10.1214/07-AOAS155, 2710854, 19609370
    • Scharpf RB, Parmigiani G, Pevsner J, Ruczinski I. Hidden Markov models for the assessment of chromosomal alterations using high-throughput SNP arrays. Ann Appl Stat 2008, 2:687-713. 10.1214/07-AOAS155, 2710854, 19609370.
    • (2008) Ann Appl Stat , vol.2 , pp. 687-713
    • Scharpf, R.B.1    Parmigiani, G.2    Pevsner, J.3    Ruczinski, I.4
  • 14
    • 61449105740 scopus 로고    scopus 로고
    • MSB: A mean-shift-based approach for the analysis of structural variation in the genome
    • 2612956, 19037015
    • Wang L, Abyzov A, Korbel JO, Snyder M, Gerstein M. MSB: A mean-shift-based approach for the analysis of structural variation in the genome. Genome Res 2009, 19:106-117. 2612956, 19037015.
    • (2009) Genome Res , vol.19 , pp. 106-117
    • Wang, L.1    Abyzov, A.2    Korbel, J.O.3    Snyder, M.4    Gerstein, M.5
  • 15
    • 77956113158 scopus 로고    scopus 로고
    • FACADE: a fast and sensitive algorithm for the segmentation and calling of high resolution array CGH data
    • 10.1093/nar/gkq548, 2926625, 20551132
    • Coe BP, Chari R, MacAulay C, Lam WL. FACADE: a fast and sensitive algorithm for the segmentation and calling of high resolution array CGH data. Nucleic Acids Res 2010, 38(15):e157. 10.1093/nar/gkq548, 2926625, 20551132.
    • (2010) Nucleic Acids Res , vol.38 , Issue.15
    • Coe, B.P.1    Chari, R.2    MacAulay, C.3    Lam, W.L.4
  • 16
    • 80052237138 scopus 로고    scopus 로고
    • An all-statistics, high-speed algorithm for the analysis of copy number variation in genomes
    • 10.1093/nar/gkr137, 3141250, 21576227
    • Chen C, Lee H, Ling Q, Chen H, Ko Y, Tsou T, Wang S, Wu L, Lee HC. An all-statistics, high-speed algorithm for the analysis of copy number variation in genomes. Nucleic Acids Res 2011, 39(13):e89. 10.1093/nar/gkr137, 3141250, 21576227.
    • (2011) Nucleic Acids Res , vol.39 , Issue.13
    • Chen, C.1    Lee, H.2    Ling, Q.3    Chen, H.4    Ko, Y.5    Tsou, T.6    Wang, S.7    Wu, L.8    Lee, H.C.9
  • 18
    • 77950171445 scopus 로고    scopus 로고
    • Finding recurrent copy number alteration regions: A review of methods
    • Rueda OM, Diaz-Uriarte R. Finding recurrent copy number alteration regions: A review of methods. Curr Bioinf 2010, 5:1-17.
    • (2010) Curr Bioinf , vol.5 , pp. 1-17
    • Rueda, O.M.1    Diaz-Uriarte, R.2
  • 19
    • 34547844126 scopus 로고    scopus 로고
    • Modeling recurrent DNA copy number alterations in array CGH data
    • 10.1093/bioinformatics/btm221, 17646330
    • Shah SP, Lam WL, Ng RT, Murphy KP. Modeling recurrent DNA copy number alterations in array CGH data. Bioinformatics 2007, 23:i450-i458. 10.1093/bioinformatics/btm221, 17646330.
    • (2007) Bioinformatics , vol.23
    • Shah, S.P.1    Lam, W.L.2    Ng, R.T.3    Murphy, K.P.4
  • 20
    • 75249092871 scopus 로고    scopus 로고
    • Joint estimation of DNA copy number from multiple platforms
    • 10.1093/bioinformatics/btp653, 2852203, 19933593
    • Zhang NR, Senbabaoglu Y, Li JZ. Joint estimation of DNA copy number from multiple platforms. Bioinformatics 2010, 26:153-160. 10.1093/bioinformatics/btp653, 2852203, 19933593.
    • (2010) Bioinformatics , vol.26 , pp. 153-160
    • Zhang, N.R.1    Senbabaoglu, Y.2    Li, J.Z.3
  • 21
    • 77955883799 scopus 로고    scopus 로고
    • Detecting simultaneous changepoints in multiple sequences
    • Zhang NR, Siegmund DO, Ji H, Li JZ. Detecting simultaneous changepoints in multiple sequences. Biometrica 2010, 97:631-645.
    • (2010) Biometrica , vol.97 , pp. 631-645
    • Zhang, N.R.1    Siegmund, D.O.2    Ji, H.3    Li, J.Z.4
  • 22
    • 79959397907 scopus 로고    scopus 로고
    • Joint segmentation, calling and normalization of multiple CGH profiles
    • 10.1093/biostatistics/kxq076, 21209153
    • Picard F, Lebarbier E, Hoebeke M, Rigaill G, Thiam B, Robin S. Joint segmentation, calling and normalization of multiple CGH profiles. Biostatistics 2011, 12:413-428. 10.1093/biostatistics/kxq076, 21209153.
    • (2011) Biostatistics , vol.12 , pp. 413-428
    • Picard, F.1    Lebarbier, E.2    Hoebeke, M.3    Rigaill, G.4    Thiam, B.5    Robin, S.6
  • 23
    • 79957819420 scopus 로고    scopus 로고
    • Multi-platform segmentation for joint detection of copy number variants
    • 10.1093/bioinformatics/btr162, 21471018
    • Teo SM, Pawitan Y, Kumar V, Thalamuthu A, Seielstad M, Chia KS, Salim A. Multi-platform segmentation for joint detection of copy number variants. Bioinformatics 2011, 27:1555-1561. 10.1093/bioinformatics/btr162, 21471018.
    • (2011) Bioinformatics , vol.27 , pp. 1555-1561
    • Teo, S.M.1    Pawitan, Y.2    Kumar, V.3    Thalamuthu, A.4    Seielstad, M.5    Chia, K.S.6    Salim, A.7
  • 24
    • 0347941004 scopus 로고    scopus 로고
    • Smoothers for discontinuous signals
    • Winkler G, Liebscher V. Smoothers for discontinuous signals. J Nonparametr Stat 2002, 14:203-222.
    • (2002) J Nonparametr Stat , vol.14 , pp. 203-222
    • Winkler, G.1    Liebscher, V.2
  • 27
    • 34247243220 scopus 로고    scopus 로고
    • A modified Bayes information criterion with applications to the analysis of comparative genomic hybridization data
    • 10.1111/j.1541-0420.2006.00662.x, 17447926
    • Zhang NR, Siegmund DO. A modified Bayes information criterion with applications to the analysis of comparative genomic hybridization data. Biometrics 2007, 63:22-32. 10.1111/j.1541-0420.2006.00662.x, 17447926.
    • (2007) Biometrics , vol.63 , pp. 22-32
    • Zhang, N.R.1    Siegmund, D.O.2
  • 30
    • 39149107114 scopus 로고    scopus 로고
    • Identification of cancer genes using a statistical framework for multiexperiment analysis of nondiscretized array CGH data
    • 2241875, 18187509
    • Klijn C, Holstege H, de Ridder J, Liu X, Reinders M, Jonkers J, Wessels L. Identification of cancer genes using a statistical framework for multiexperiment analysis of nondiscretized array CGH data. Nucleic Acids Res 2008, 36:e13. 2241875, 18187509.
    • (2008) Nucleic Acids Res , vol.36
    • Klijn, C.1    Holstege, H.2    de Ridder, J.3    Liu, X.4    Reinders, M.5    Jonkers, J.6    Wessels, L.7
  • 31
    • 2942643922 scopus 로고    scopus 로고
    • High-resolution characterization of the pancreatic adenocarcinoma genome
    • Aguirre AJ, Brennan C, Bailey G. High-resolution characterization of the pancreatic adenocarcinoma genome. Proc Natl Acad Sci US 2004, 101:9067-9072.
    • (2004) Proc Natl Acad Sci US , vol.101 , pp. 9067-9072
    • Aguirre, A.J.1    Brennan, C.2    Bailey, G.3
  • 35
    • 0002182927 scopus 로고
    • A survey of sampling from contaminated distributions
    • Stanford University Press: Stanford, Olkin I, Ghurye SG, Hoeffding W, Madow WG, Mann HB
    • Tukey JW. A survey of sampling from contaminated distributions. Contributions to Probability and Statistics: Essays in Honor of Harold Hotelling 1960, 448-485. Stanford University Press: Stanford, Olkin I, Ghurye SG, Hoeffding W, Madow WG, Mann HB.
    • (1960) Contributions to Probability and Statistics: Essays in Honor of Harold Hotelling , pp. 448-485
    • Tukey, J.W.1
  • 36
    • 34147104969 scopus 로고    scopus 로고
    • A faster circular binary segmentation algorithm for the analysis of array CGH data
    • 10.1093/bioinformatics/btl646, 17234643
    • Venkatraman ES, Olshen AB. A faster circular binary segmentation algorithm for the analysis of array CGH data. Bioinformatics 2007, 23:657-663. 10.1093/bioinformatics/btl646, 17234643.
    • (2007) Bioinformatics , vol.23 , pp. 657-663
    • Venkatraman, E.S.1    Olshen, A.B.2
  • 37
    • 41349085816 scopus 로고    scopus 로고
    • CGHweb: a tool for comparing DNA copy number segmentations from multiple algorithms
    • 10.1093/bioinformatics/btn067, 2516369, 18296463
    • Lai W, Choudhary V, Park PJ. CGHweb: a tool for comparing DNA copy number segmentations from multiple algorithms. Bioinformatics 2008, 24(7):1014-1015. 10.1093/bioinformatics/btn067, 2516369, 18296463.
    • (2008) Bioinformatics , vol.24 , Issue.7 , pp. 1014-1015
    • Lai, W.1    Choudhary, V.2    Park, P.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.