Copy number variation related disease genes
Chaima Aouiche, Xuequn Shang, Bolin Chen
Copy number variation related disease genes
Background: One of the most important and challenging issues in biomedicine and genomics is how to identify disease related genes. Datasets from high-throughput biotechnologies have been widely used to overcome this issue from various perspectives, e.g., epigenomics, genomics, transcriptomics, proteomics, metabolomics. At the genomic level, copy number variations (CNVs) have been recognized as critical genetic variations, which contribute significantly to genomic diversity. They have been associated with both common and complex diseases, and thus have a large influence on a variety of Mendelian and somatic genetic disorders.
Results: In this review, based on a variety of complex diseases, we give an overview about the critical role of using CNVs for identifying disease related genes, and discuss on details the different high-throughput and sequencing methods applied for CNV detection. Some limitations and challenges concerning CNV are also highlighted.
Conclusions: Reliable detection of CNVs will not only allow discriminating driver mutations for various diseases, but also helps to develop personalized medicine when integrating it with other genomic features.
CNV / disease gene / complex disease / targeted approach / genome-wide approach / whole exome sequencing
[1] |
Schadt, E. E. (2009) Molecular networks as sensors and drivers of common human diseases. Nature, 461, 218–223
CrossRef
Pubmed
Google scholar
|
[2] |
Goh, K. I., Cusick, M. E., Valle, D., Childs, B., Vidal, M. and Barabási, A. L. (2007) The human disease network. Proc. Natl. Acad. Sci. USA, 104, 8685–8690
CrossRef
Pubmed
Google scholar
|
[3] |
Davies, R. J., Miller, R. and Coleman, N. (2005) Colorectal cancer screening: prospects for molecular stool analysis. Nat. Rev. Cancer, 5, 199–209
CrossRef
Pubmed
Google scholar
|
[4] |
Beckmann, J. S., Estivill, X. and Antonarakis, S. E. (2007) Copy number variants and genetic traits: closer to the resolution of phenotypic to genotypic variability. Nat. Rev. Genet., 8, 639–646
CrossRef
Pubmed
Google scholar
|
[5] |
Beroukhim, R., Mermel, C. H., Porter, D., Wei, G., Raychaudhuri, S., Donovan, J., Barretina, J., Boehm, J. S., Dobson, J., Urashima, M.,
CrossRef
Pubmed
Google scholar
|
[6] |
Ritchie, M. D., Holzinger, E. R., Li, R., Pendergrass, S. A. and Kim, D. (2015) Methods of integrating data to uncover genotype-phenotype interactions. Nat. Rev. Genet., 16, 85–97
CrossRef
Pubmed
Google scholar
|
[7] |
Ionita-Laza, I., Rogers, A. J., Lange, C., Raby, B. A. and Lee, C. (2009) Genetic association analysis of copy-number variation (CNV) in human disease pathogenesis. Genomics, 93, 22–26
CrossRef
Pubmed
Google scholar
|
[8] |
Redon, R., Ishikawa, S., Fitch, K. R., Feuk, L., Perry, G. H., Andrews, T. D., Fiegler, H., Shapero, M. H., Carson, A. R., Chen, W.,
CrossRef
Pubmed
Google scholar
|
[9] |
Freeman, J. L., Perry, G. H., Feuk, L., Redon, R., McCarroll, S. A., Altshuler, D. M., Aburatani, H., Jones, K. W., Tyler-Smith, C., Hurles, M. E.,
CrossRef
Pubmed
Google scholar
|
[10] |
Stankiewicz, P. and Lupski, J. R. (2010) Structural variation in the human genome and its role in disease. Annu. Rev. Med., 61, 437–455
CrossRef
Pubmed
Google scholar
|
[11] |
Feuk, L., Carson, A. R. and Scherer, S. W. (2006) Structural variation in the human genome. Nat. Rev. Genet., 7, 85–97
CrossRef
Pubmed
Google scholar
|
[12] |
Eichler, E. E., Nickerson, D. A., Altshuler, D., Bowcock, A. M., Brooks, L. D., Carter, N. P., Church, D. M., Felsenfeld, A., Guyer, M., Lee, C.,
CrossRef
Pubmed
Google scholar
|
[13] |
Li, W. and Olivier, M. (2013) Current analysis platforms and methods for detecting copy number variation. Physiol. Genomics, 45, 1–16
CrossRef
Pubmed
Google scholar
|
[14] |
Iafrate, A. J., Feuk, L., Rivera, M. N., Listewnik, M. L., Donahoe, P. K., Qi, Y., Scherer, S. W. and Lee, C. (2004) Detection of large-scale variation in the human genome. Nat. Genet., 36, 949–951
CrossRef
Pubmed
Google scholar
|
[15] |
Sebat, J., Lakshmi, B., Troge, J., Alexander, J., Young, J., Lundin, P., Månér, S., Massa, H., Walker, M., Chi, M.,
CrossRef
Pubmed
Google scholar
|
[16] |
Zhang, J., Feuk, L., Duggan, G. E., Khaja, R. and Scherer, S. W. (2006) Development of bioinformatics resources for display and analysis of copy number and other structural variants in the human genome. Cytogenet. Genome Res., 115, 205–214
CrossRef
Pubmed
Google scholar
|
[17] |
Gonzalez, E., Kulkarni, H., Bolivar, H., Mangano, A., Sanchez, R., Catano, G., Nibbs, R., Freedman, B., Marlon P. , Quinones, M., Bamshad, M.,
CrossRef
Google scholar
|
[18] |
McCarroll, S. A., Huett, A., Kuballa, P., Chilewski, S. D., Landry, A., Goyette, P., Zody, M. C., Hall, J. L., Brant, S. R., Cho, J. H.,
CrossRef
Pubmed
Google scholar
|
[19] |
Craddock, N., Hurles, M. E., Cardin, N., Pearson, R. D., Plagnol, V., Robson, S., Vukcevic, D., Barnes, C., Conrad, D. F., Giannoulatou, E.,
CrossRef
Pubmed
Google scholar
|
[20] |
Aitman, T. J., Dong, R., Vyse, T. J., Norsworthy, P. J., Johnson, M. D., Smith, J., Mangion, J., Roberton-Lowe, C., Marshall, A. J., Petretto, E.,
CrossRef
Pubmed
Google scholar
|
[21] |
Cappuzzo, F., Hirsch, F. R., Rossi, E., Bartolini, S., Ceresoli, G. L., Bemis, L., Haney, J., Witta, S., Danenberg, K., Domenichini, I.,
CrossRef
Pubmed
Google scholar
|
[22] |
Glessner, J. T., Connolly, J. J. and Hakonarson, H. (2012) Rare genomic deletions and duplications and their role in neurodevelopmental disorders. Curr. Top. Behav. Neurosci., 12, 345–360
CrossRef
Pubmed
Google scholar
|
[23] |
Glessner, J. T., Wang, K., Cai, G., Korvatska, O., Kim, C. E., Wood, S., Zhang, H., Estes, A., Brune, C. W., Bradfield, J. P.,
CrossRef
Pubmed
Google scholar
|
[24] |
Glessner, J. T., Reilly, M. P., Kim, C. E., Takahashi, N., Albano, A., Hou, C., Bradfield, J. P., Zhang, H., Sleiman, P. M., Flory, J. H.,
CrossRef
Pubmed
Google scholar
|
[25] |
Glessner, J. T., Wang, K., Sleiman, P. M., Zhang, H., Kim, C. E., Flory, J. H., Bradfield, J. P., Imielinski, M., Frackelton, E. C., Qiu, H.,
CrossRef
Pubmed
Google scholar
|
[26] |
Goldmuntz, E., Paluru, P., Glessner, J., Hakonarson, H., Biegel, J. A., White, P. S., Gai, X. and Shaikh, T. H. (2011) Microdeletions and microduplications in patients with congenital heart disease and multiple congenital anomalies. Congenit. Heart Dis., 6, 592–602
CrossRef
Pubmed
Google scholar
|
[27] |
Glessner, J. T., Bradfield, J. P., Wang, K., Takahashi, N., Zhang, H., Sleiman, P. M., Mentch, F. D., Kim, C. E., Hou, C., Thomas, K. A.,
CrossRef
Pubmed
Google scholar
|
[28] |
Kuusisto, K. M., Akinrinade, O., Vihinen, M., Kankuri-Tammilehto, M., Laasanen, S. L. and Schleutker, J. (2013) copy number variation analysis in familial BRCA1/2-negative Finnish breast and ovarian cancer PLoS One, 8, e71802
CrossRef
Pubmed
Google scholar
|
[29] |
Glessner, J. T., Smith, A. V., Panossian, S., Kim, C. E., Takahashi, N., Thomas, K. A., Wang, F., Seidler, K., Harris, T. B., Launer, L. J.,
CrossRef
Pubmed
Google scholar
|
[30] |
Johansson Moller, M., Chaudhary, R., Hellmén, E., Höyheim, B., Chowdhary, B. and Andersson, L. (1996) Pigs with the dominant white coat color phenotype carry a duplication of the KIT gene encoding the mast/stem cell growth factor receptor. Mamm. Genome, 7, 822–830
CrossRef
Pubmed
Google scholar
|
[31] |
Norris, B. J. and Whan, V. A. (2008) A gene duplication affecting expression of the ovine ASIP gene is responsible for white and black sheep. Genome Res., 18, 1282–1293
CrossRef
Pubmed
Google scholar
|
[32] |
Wright, D., Boije, H., Meadows, J. R. S., Bed’hom, B., Gourichon, D., Vieaud, A., Tixier-Boichard, M., Rubin, C. J., Imsland, F., Hallböök, F.,
CrossRef
Pubmed
Google scholar
|
[33] |
Dorshorst, B., Harun-Or-Rashid, M., Bagherpoor, A. J., Rubin, C. J., Ashwell, C., Gourichon, D., Tixier-Boichard, M., Hallböök, F. and Andersson, L. (2015) A genomic duplication is associated with ectopic eomesodermin expression in the embryonic chicken comb and two duplex-comb phenotypes. PLoS Genet., 11, e1004947
CrossRef
Pubmed
Google scholar
|
[34] |
Salmon Hillbertz, N. H. C., Isaksson, M., Karlsson, E. K., Hellmén, E., Pielberg, G. R., Savolainen, P., Wade, C. M., von Euler, H., Gustafson, U., Hedhammar, A.,
CrossRef
Pubmed
Google scholar
|
[35] |
Drögemüller, C., Distl, O. and Leeb, T. (2001) Partial deletion of the bovine ED1 gene causes anhidrotic ectodermal dysplasia in cattle. Genome Res., 11, 1699–1705
CrossRef
Pubmed
Google scholar
|
[36] |
Capitan, A., Allais-Bonnet, A., Pinton, A., Marquant-Le Guienne, B., Le Bourhis, D., Grohs, C., Bouet, S., Clément, L., Salas-Cortes, L., Venot, E.,
CrossRef
Pubmed
Google scholar
|
[37] |
Aten, E., White, S. J., Kalf, M. E., Vossen, R. H., Thygesen, H. H., Ruivenkamp, C. A., Kriek, M., Breuning, M. H. and den Dunnen, J. T. (2008) Methods to detect CNVs in the human genome. Cytogenet. Genome Res., 123, 313–321
CrossRef
Pubmed
Google scholar
|
[38] |
Kim, T. M., Yim, S. H. and Chung, Y. J. (2008) Copy number variations in the human genome: potential source for individual diversity and disease association studies. Genomics Inform., 6, 1–7
CrossRef
Google scholar
|
[39] |
Carter, N. P. (2007) Methods and strategies for analyzing copy number variation using DNA microarrays. Nat. Genet., 39, S16–S21
CrossRef
Pubmed
Google scholar
|
[40] |
Buysse, K., Delle Chiaie, B., Van Coster, R., Loeys, B., De Paepe, A., Mortier, G., Speleman, F., Menten, B. (2009) Challenges for CNV interpretation in clinical molecular karyotyping: lessons learned from a 1,001 sample experience. Eur. J. Med. Gene., 52, 398–403
|
[41] |
Lucito, R., Healy, J., Alexander, J., Reiner, A., Esposito, D., Chi, M., Rodgers, L., Brady, A., Sebat, J., Troge, J.,
CrossRef
Pubmed
Google scholar
|
[42] |
Chiang, D. Y., Getz, G., Jaffe, D. B., O’Kelly, M. J., Zhao, X., Carter, S. L., Russ, C., Nusbaum, C., Meyerson, M. and Lander, E. S. (2009) High-resolution mapping of copy-number alterations with massively parallel sequencing. Nat. Methods, 6, 99–103
CrossRef
Pubmed
Google scholar
|
[43] |
Geiss, G. K., Bumgarner, R. E., Birditt, B., Dahl, T., Dowidar, N., Dunaway, D. L., Fell, H. P., Ferree, S., George, R. D., Grogan, T.,
CrossRef
Pubmed
Google scholar
|
[44] |
Abel, H. J. and Duncavage, E. J. (2013) Detection of structural DNA variation from next generation sequencing data: a review of informatic approaches. Cancer Genet., 206, 432–440
CrossRef
Pubmed
Google scholar
|
[45] |
Weksberg, R., Hughes, S., Moldovan, L., Bassett, A. S., Chow, E. W. and Squire, J. A. (2005) A method for accurate detection of genomic microdeletions using real-time quantitative PCR. BMC Genomics, 6, 180
CrossRef
Pubmed
Google scholar
|
[46] |
Schouten, J. P., McElgunn, C. J., Waaijer, R., Zwijnenburg, D., Diepvens, F. and Pals, G. (2002) Relative quantification of 40 nucleic acid sequences by multiplex ligation-dependent probe amplification. Nucleic Acids Res., 30, e57
CrossRef
Pubmed
Google scholar
|
[47] |
Armour, J. A., Sismani, C., Patsalis, P. C. and Cross, G. (2000) Measurement of locus copy number by hybridisation with amplifiable probes. Nucleic Acids Res., 28, 605–609
CrossRef
Pubmed
Google scholar
|
[48] |
Kumps, C., Van Roy, N., Heyrman, L., Goossens, D., Del-Favero, J., Noguera, R., Vandesompele, J., Speleman, F. and De Preter, K. (2010) Multiplex amplicon quantification (MAQ), a fast and efficient method for the simultaneous detection of copy number alterations in neuroblastoma. BMC Genomics, 11, 298
CrossRef
Pubmed
Google scholar
|
[49] |
Fernandez-Jimenez, N., Castellanos-Rubio, A., Plaza-Izurieta, L., Gutierrez, G., Irastorza, I., Castaño, L., Vitoria, J. C. and Bilbao, J. R. (2011) Accuracy in copy number calling by qPCR and PRT: a matter of DNA. PLoS One, 6, e28910
CrossRef
Pubmed
Google scholar
|
[50] |
Daser, A., Thangavelu, M., Pannell, R., Forster, A., Sparrow, L., Chung, G., Dear, P. H. and Rabbitts, T. H. (2006) Interrogation of genomes by molecular copy-number counting (MCC). Nat. Methods, 3, 447–453
CrossRef
Pubmed
Google scholar
|
[51] |
Ceulemans, S., van der Ven, K. and Del-Favero, J. (2012) Targeted screening and validation of copy number variations. Methods Mol. Biol., 838, 311–328
CrossRef
Pubmed
Google scholar
|
[52] |
Haraksingh, R. R., Abyzov, A., Gerstein, M., Urban, A. E. and Snyder, M. (2011) Genome-wide mapping of copy number variation in humans: comparative analysis of high resolution array platforms. PLoS One, 6, e27859
CrossRef
Pubmed
Google scholar
|
[53] |
Oldridge, D. A., Banerjee, S., Setlur, S. R., Sboner, A. and Demichelis, F. (2010) Optimizing copy number variation analysis using genome-wide short sequence oligonucleotide arrays. Nucleic Acids Res., 38, 3275–3286
CrossRef
Pubmed
Google scholar
|
[54] |
Olshen, A. B., Venkatraman, E. S., Lucito, R. and Wigler, M. (2004) Circular binary segmentation for the analysis of array-based DNA copy number data. Biostatistics, 5, 557–572
CrossRef
Pubmed
Google scholar
|
[55] |
Hupé, P., Stransky, N., Thiery, J. P., Radvanyi, F. and Barillot, E. (2004) Analysis of array CGH data: from signal ratio to gain and loss of DNA regions. Bioinformatics, 20, 3413–3422
CrossRef
Pubmed
Google scholar
|
[56] |
Rigaill, G., Hupé, P., Almeida, A., La Rosa, P., Meyniel, J. P., Decraene, C. and Barillot, E. (2008) ITALICS: an algorithm for normalization and DNA copy number calling for Affymetrix SNP arrays. Bioinformatics, 24, 768–774
CrossRef
Pubmed
Google scholar
|
[57] |
Scharpf, R. B., Ruczinski, I., Carvalho, B., Doan, B., Chakravarti, A. and Irizarry, R. A. (2011) A multilevel model to address batch effects in copy number estimation using SNP arrays. Biostatistics, 12, 33–50
CrossRef
Pubmed
Google scholar
|
[58] |
Wang, K., Li, M., Hadley, D., Liu, R., Glessner, J., Grant, S. F., Hakonarson, H. and Bucan, M. (2007) PennCNV: an integrated hidden Markov model designed for high-resolution copy number variation detection in whole-genome SNP genotyping data. Genome Res., 17, 1665–1674
CrossRef
Pubmed
Google scholar
|
[59] |
Glessner, J. T., Li, J. and Hakonarson, H. (2013) ParseCNV integrative copy number variation association software with quality tracking. Nucleic Acids Res., 41, e64
CrossRef
Pubmed
Google scholar
|
[60] |
Pique-Regi, R., Cáceres, A. and González, J. R. (2010) R-Gada: a fast and flexible pipeline for copy number analysis in association studies. BMC Bioinformatics, 11, 380
CrossRef
Pubmed
Google scholar
|
[61] |
Alkan, C., Coe, B. P. and Eichler, E. E. (2011) Genome structural variation discovery and genotyping. Nat. Rev. Genet., 12, 363–376
CrossRef
Pubmed
Google scholar
|
[62] |
Meyerson, M., Gabriel, S. and Getz, G. (2010) Advances in understanding cancer genomes through second-generation sequencing. Nat. Rev. Genet., 11, 685–696
CrossRef
Pubmed
Google scholar
|
[63] |
Zhao, M., Wang, Q., Wang, Q., Jia, P. and Zhao, Z. (2013) Computational tools for copy number variation (CNV) detection using next-generation sequencing data: fea-tures and perspectives. BMC Bioinformatics, 14 (Suppl 11), S1
|
[64] |
Xie, C. and Tammi, M. T. (2009) CNV-seq, a new method to detect copy number variation using high-throughput sequencing. BMC Bioinformatics, 10, 80
CrossRef
Pubmed
Google scholar
|
[65] |
Boeva, V., Zinovyev, A., Bleakley, K., Vert, J. P., Janoueix-Lerosey, I., Delattre, O. and Barillot, E. (2011) Control-free calling of copy number alterations in deep-sequencing data using GC-content normalization. Bioinformatics, 27, 268–269
CrossRef
Pubmed
Google scholar
|
[66] |
Abyzov, A., Urban, A. E., Snyder, M. and Gerstein, M. (2011) CNVnator: an approach to discover, genotype, and characterize typical and atypical CNVs from family and population genome sequencing. Genome Res., 21, 974–984
CrossRef
Pubmed
Google scholar
|
[67] |
Chiang, D. Y., Getz, G., Jaffe, D. B., O’Kelly, M. J. T., Zhao, X., Carter, S. L., Russ, C., Nusbaum, C., Meyerson, M. and Lander, E. S. (2009) High-resolution mapping of copy-number alterations with massively parallel sequencing. Nat. Methods, 6, 99–103
CrossRef
Pubmed
Google scholar
|
[68] |
Yoon, S., Xuan, Z., Makarov, V., Ye, K. and Sebat, J. (2009) Sensitive and accurate detection of copy number variants using read depth of coverage. Genome Res., 19, 1586–1592
CrossRef
Pubmed
Google scholar
|
[69] |
Chen, K., Wallis, J. W., McLellan, M. D., Larson, D. E., Kalicki, J. M., Pohl, C. S., McGrath, S. D., Wendl, M. C., Zhang, Q., Locke, D. P.,
CrossRef
Pubmed
Google scholar
|
[70] |
Sathirapongsasuti, J. F., Lee, H., Horst, B. A., Brunner, G., Cochran, A. J., Binder, S., Quackenbush, J. and Nelson, S. F. (2011) Exome sequencing-based copy-number variation and loss of heterozygosity detection: ExomeCNV. Bioinformatics, 27, 2648–2654
CrossRef
Pubmed
Google scholar
|
[71] |
Fromer, M., Moran, J. L., Chambert, K., Banks, E., Bergen, S. E., Ruderfer, D. M., Handsaker, R. E., McCarroll, S. A., O’Donovan, M. C., Owen, M. J.,
CrossRef
Pubmed
Google scholar
|
[72] |
Coin, L. J., Cao, D., Ren, J., Zuo, X., Sun, L., Yang, S., Zhang, X., Cui, Y., Li, Y., Jin, X.,
CrossRef
Pubmed
Google scholar
|
[73] |
Li, A., Liu, Z., Lezon-Geyda, K., Sarkar, S., Lannin, D., Schulz, V., Krop, I., Winer, E., Harris, L. and Tuck, D. (2011) GPHMM: an integrated hidden Markov model for identification of copy number alteration and loss of heterozygosity in complex tumor samples using whole genome SNP arrays. Nucleic Acids Res., 39, 4928–4941
CrossRef
Pubmed
Google scholar
|
[74] |
Yu, Z., Liu, Y., Shen, Y., Wang, M. and Li, A. (2014) CLImAT: accurate detection of copy number alteration and loss of heterozygosity in impure and aneuploid tumor samples using whole-genome sequencing data. Bioinformatics, 30, 2576–2583
CrossRef
Pubmed
Google scholar
|
[75] |
Iqbal, Z., Caccamo, M., Turner, I., Flicek, P. and McVean, G. (2012) De novo assembly and genotyping of variants using colored de Bruijn graphs. Nat. Genet., 44, 226–232
CrossRef
Pubmed
Google scholar
|
[76] |
Nijkamp, J. F., van den Broek, M. A., Geertman, J. M., Reinders, M. J., Daran, J. M. and de Ridder, D. (2012) De novo detection of copy number variation by co-assembly. Bioinformatics, 28, 3195–3202
CrossRef
Pubmed
Google scholar
|
[77] |
Beroukhim, R., Getz, G., Nghiemphu, L., Barretina, J., Hsueh, T., Linhart, D., Vivanco, I., Lee, J. C., Huang, J. H., Alexander, S.,
CrossRef
Pubmed
Google scholar
|
[78] |
Mermel, C. H., Schumacher, S. E., Hill, B., Meyerson, M. L., Beroukhim, R. and Getz, G. (2011) GISTIC2.0 facilitates sensitive and confident localization of the targets of focal somatic copy-number alteration in human cancers. Genome Biol., 12, R41
CrossRef
Pubmed
Google scholar
|
[79] |
Sanchez-Garcia, F., Akavia, U. D., Mozes, E. and Pe’er, D. (2010) JISTIC: identification of significant targets in cancer. BMC Bioinformatics, 11, 189
CrossRef
Pubmed
Google scholar
|
[80] |
Walter, V., Nobel, A.B., and Wright, F.A. (2011) DiNAMIC: A method to identify recurrent DNA copy number aberrations in tumors. Bioinformatics, 27, 678–685
|
[81] |
Zhou, X., Liu, J., Wan, X. and Yu, W. (2014) Piecewise-constant and low-rank approximation for identification of recurrent copy number variations. Bioinformatics, 30, 1943–1949
CrossRef
Pubmed
Google scholar
|
[82] |
Xi, J. and Li, A. (2016) Discovering recurrent copy number aberrations in complex patterns via non-negative sparse singular value decomposition. IEEE/ACM Trans. Comp. Biol. Bioinfo., (TCBB)., 13, 656–668
CrossRef
Google scholar
|
[83] |
Fanciulli, M., Petretto, E. and Aitman, T. J. (2010) Gene copy number variation and common human disease. Clin. Genet., 77, 201–213
CrossRef
Pubmed
Google scholar
|
[84] |
Aldred, P. M., Hollox, E. J. and Armour, J. A. (2005) Copy number polymorphism and expression level variation of the human alpha-defensin genes DEFA1 and DEFA3. Hum. Mol. Genet., 14, 2045–2052
CrossRef
Pubmed
Google scholar
|
[85] |
Breunis, W. B., van Mirre, E., Bruin, M., Geissler, J., de Boer, M., Peters, M., Roos, D., de Haas, M., Koene, H. R. and Kuijpers, T. W. (2008) Copy number variation of the activating FCGR2C gene predisposes to idiopathic thrombocytopenic purpura. Blood, 111, 1029–1038
CrossRef
Pubmed
Google scholar
|
[86] |
Bayés, M., Magano, L. F., Rivera, N., Flores, R. and Pérez Jurado, L. A. (2003) Mutational mechanisms of Williams-Beuren syndrome deletions. Am. J. Hum. Genet., 73, 131–151
CrossRef
Pubmed
Google scholar
|
[87] |
Marshall, C. R., Young, E. J., Pani, A. M., Freckmann, M. L., Lacassie, Y., Howald, C., Fitzgerald, K. K., Peippo, M., Morris, C. A., Shane, K.,
CrossRef
Pubmed
Google scholar
|
[88] |
Baldini, A. (2004) DiGeorge syndrome: an update. Curr. Opin. Cardiol., 19, 201–204
CrossRef
Pubmed
Google scholar
|
[89] |
Bi, W., Yan, J., Stankiewicz, P., Park, S. S., Walz, K., Boerkoel, C. F., Potocki, L., Shaffer, L. G., Devriendt, K., Nowaczyk, M. J.,
CrossRef
Pubmed
Google scholar
|
[90] |
Potocki, L., Chen, K. S., Park, S. S., Osterholm, D. E., Withers, M. A., Kimonis, V., Summers, A. M., Meschino, W. S., Anyane-Yeboa, K., Kashork, C. D.,
CrossRef
Pubmed
Google scholar
|
[91] |
Stone, J. L., O’Donovan, M. C., Gurling, H., Kirov, G. K., Blackwood, D. H. R., Corvin, A., Craddock, N. J., Gill, M., Hultman, C. M., Lichtenstein, P.,
CrossRef
Pubmed
Google scholar
|
[92] |
Stefansson, H., Rujescu, D., Cichon, S., Pietiläinen, O. P., Ingason, A., Steinberg, S., Fossdal, R., Sigurdsson, E., Sigmundsson, T., Buizer–Voskamp, J. E.,
CrossRef
Pubmed
Google scholar
|
[93] |
de Vries, B. B., Pfundt, R., Leisink, M., Koolen, D. A., Vissers, L. E., Janssen, I. M., Reijmersdal, S., Nillesen, W. M., Huys, E. H., Leeuw, N.,
CrossRef
Pubmed
Google scholar
|
[94] |
Friedman, J. M., Baross, Á., Delaney, A. D., Ally, A., Arbour, L., Asano, J., Bailey, D. K., Barber, S., Birch, P., Brown-John, M.,
CrossRef
Pubmed
Google scholar
|
[95] |
Marshall, C. R., Noor, A., Vincent, J. B., Lionel, A. C., Feuk, L., Skaug, J., Shago, M., Moessner, R., Pinto, D., Ren, Y.,
CrossRef
Pubmed
Google scholar
|
[96] |
Koolen, D. A., Sharp, A. J., Hurst, J. A., Firth, H. V., Knight, S. J., Goldenberg, A., Saugier-Veber, P., Pfundt, R., Vissers, L. E., Destrée, A.,
CrossRef
Pubmed
Google scholar
|
[97] |
Sharp, A. J., Mefford, H. C., Li, K., Baker, C., Skinner, C., Stevenson, R. E., Schroer, R. J., Novara, F., De Gregori, M., Ciccone, R.,
CrossRef
Pubmed
Google scholar
|
[98] |
Mefford, H. C., Sharp, A. J., Baker, C., Itsara, A., Jiang, Z., Buysse, K., Huang, S., Maloney, V. K., Crolla, J. A., Baralle, D.,
CrossRef
Pubmed
Google scholar
|
[99] |
Shaffer, L. G., Theisen, A., Bejjani, B. A., Ballif, B. C., Aylsworth, A. S., Lim, C., McDonald, M., Ellison, J. W., Kostiner, D., Saitta, S.,
CrossRef
Pubmed
Google scholar
|
[100] |
Butler, M. G., Meaney, F. J., Palmer, C. G., Opitz, J. M. and Reynolds, J. F. (1986) Clinical and cytogenetic survey of 39 individuals with Prader-Labhart-Willi syndrome. Am. J. Med. Genet., 23, 793–809
CrossRef
Pubmed
Google scholar
|
[101] |
Chen, K. S., Manian, P., Koeuth, T., Potocki, L., Zhao, Q., Chinault, A. C., Lee, C. C. and Lupski, J. R. (1997) Homologous recombination of a flanking repeat gene cluster is a mechanism for a common contiguous gene deletion syndrome. Nat. Genet., 17, 154–163
CrossRef
Pubmed
Google scholar
|
[102] |
Pérez Jurado, L. A., Peoples, R., Kaplan, P., Hamel, B. C. and Francke, U. (1996) Molecular definition of the chromosome 7 deletion in Williams syndrome and parent-of-origin effects on growth. Am. J. Hum. Genet., 59, 781–792
Pubmed
|
[103] |
Edelmann, L., Pandita, R. K., Spiteri, E., Funke, B., Goldberg, R., Palanisamy, N., Chaganti, R. S., Magenis, E., Shprintzen, R. J. and Morrow, B. E. (1999) A common molecular basis for rearrangement disorders on chromosome 22q11. Hum. Mol. Genet., 8, 1157–1167
CrossRef
Pubmed
Google scholar
|
[104] |
Bassett, A. S. and Chow, E. W. C. (2008) Schizophrenia and 22q11.2 deletion syndrome. Curr. Psychiatry Rep., 10, 148–157
CrossRef
Pubmed
Google scholar
|
[105] |
Walters, R., Jacquemont, S., Valsesia, A., de Smith, A.J., Martinet, D., Andersson, J., Falchi, M., Chen, F., Andrieux, J., Lobbens, S.,
CrossRef
Google scholar
|
[106] |
Barbieri, C. E., Baca, S. C., Lawrence, M. S., Demichelis, F., Blattner, M., Theurillat, J. P., White, T. A., Stojanov, P., Van Allen, E., Stransky, N.,
CrossRef
Pubmed
Google scholar
|
[107] |
Kerdpon, D., Sriplung, H. and Kietthubthew, S. (2001) Expression of p53 in oral squamous cell carcinoma and its association with risk habits in southern Thailand. Oral Oncol., 37, 553–557
CrossRef
Pubmed
Google scholar
|
[108] |
Topcu, Z., Chiba, I., Fujieda, M., Shibata, T., Ariyoshi, N., Yamazaki, H., Sevgican, F., Muthumala, M., Kobayashi, H. and Kamataki, T. (2002) CYP2A6 gene deletion reduces oral cancer risk in betel quid chewers in Sri Lanka. Carcinogenesis, 23, 595–598
CrossRef
Pubmed
Google scholar
|
[109] |
India Project Team of the International Cancer Genome Consortium. (2013) Mutational landscape of gingivo-buccal oral squamous cell carcinoma reveals new recurrently-mutated genes and molecular subgroups. Nat Commun, 4, 2873
Pubmed
|
[110] |
Pickering, C. R., Zhang, J., Yoo, S. Y., Bengtsson, L., Moorthy, S., Neskey, D. M., Zhao, M., Ortega Alves, M. V., Chang, K., Drummond, J.,
CrossRef
Pubmed
Google scholar
|
[111] |
Stransky, N., Egloff, A. M., Tward, A. D., Kostic, A. D., Cibulskis, K., Sivachenko, A., Kryukov, G. V., Lawrence, M. S., Sougnez, C., McKenna, A.,
CrossRef
Pubmed
Google scholar
|
[112] |
Salahshourifar, I., Vincent-Chong, V. K., Kallarakkal, T. G. and Zain, R. B. (2014) Genomic DNA copy number alterations from precursor oral lesions to oral squamous cell carcinoma. Oral Oncol., 50, 404–412
CrossRef
Pubmed
Google scholar
|
[113] |
Murugan, A. K., Munirajan, A. K. and Tsuchida, N. (2013) Genetic deregulation of the PIK3CA oncogene in oral cancer. Cancer Lett., 338, 193–203
CrossRef
Pubmed
Google scholar
|
[114] |
Freier, K., Schwaenen, C., Sticht, C., Flechtenmacher, C., Mühling, J., Hofele, C., Radlwimmer, B., Lichter, P. and Joos, S. (2007) Recurrent FGFR1 amplification and high FGFR1 protein expression in oral squamous cell carcinoma (OSCC). Oral Oncol., 43, 60–66
CrossRef
Pubmed
Google scholar
|
[115] |
Martín-Ezquerra, G., Salgado, R., Toll, A., Gilaberte, M., Baró, T., Alameda Quitllet, F., Yébenes, M., Solé, F., Garcia-Muret, M., Espinet, B.,
CrossRef
Pubmed
Google scholar
|
[116] |
Mendes, R. A. (2012) Oncogenic pathways in the development of oral cancer. J. Carcinog. Mutagen., 3, 2
CrossRef
Google scholar
|
[117] |
Lee, J. A. and Lupski, J. R. (2006) Genomic rearrangements and gene copy-number alterations as a cause of nervous system disorders. Neuron, 52, 103–121
CrossRef
Pubmed
Google scholar
|
[118] |
Cook, E. H. Jr and Scherer, S. W. (2008) Copy-number variations associated with neuropsychiatric conditions. Nature, 455, 919–923
CrossRef
Pubmed
Google scholar
|
[119] |
Kalatzis, V. and Antignac, C. (2002) Cystinosis: from gene to disease. Nephrol. Dial. Transplant., 17, 1883–1886
CrossRef
Pubmed
Google scholar
|
[120] |
Stahl, E. A., Raychaudhuri, S., Remmers, E. F., Xie, G., Eyre, S., Thomson, B. P., Li, Y., Kurreeman, F. A., Zhernakova, A., Hinks, A.,
CrossRef
Pubmed
Google scholar
|
[121] |
Jung, S. H., Yim, S. H., Hu, H. J., Lee, K. H., Lee, J. H., Sheen, D. H., Lim, M. K., Kim, S. Y., Park, S. W., Kim, S. H.,
CrossRef
Pubmed
Google scholar
|
[122] |
Kim, J. H., Jung, S. H., Bae, J. S., Lee, H. S., Yim, S. H., Park, S. Y., Bang, S. Y., Hu, H. J., Shin, H. D., Bae, S. C.,
CrossRef
Pubmed
Google scholar
|
[123] |
Okada, Y., Wu, D., Trynka, G., Raj, T., Terao, C., Ikari, K., Kochi, Y., Ohmura, K., Suzuki, A., Yoshida, S.,
CrossRef
Pubmed
Google scholar
|
[124] |
de Cid, R., Riveira-Munoz, E., Zeeuwen, P. L., Robarge, J., Liao, W., Dannhauser, E. N., Giardina, E., Stuart, P. E., Nair, R., Helms, C.,
CrossRef
Pubmed
Google scholar
|
[125] |
Hüffmeier, U., Bergboer, J. G., Becker, T., Armour, J. A., Traupe, H., Estivill, X., Riveira-Munoz, E., Mössner, R., Reich, K., Kurrat, W.,
CrossRef
Pubmed
Google scholar
|
[126] |
Xu, L., Li, Y., Zhang, X., Sun, H., Sun, D., Jia, X., Shen, C., Zhou, J., Ji, G., Liu, P.,
CrossRef
Pubmed
Google scholar
|
[127] |
Veal, C. D., Reekie, K. E., Lorentzen, J. C., Gregersen, P. K., Padyukov, L. and Brookes, A. J. (2014) A 129-kb deletion on chromosome 12 confers substantial protection against rheumatoid arthritis, implicating the gene SLC2A3. Hum. Mutat., 35, 248–256
CrossRef
Pubmed
Google scholar
|
[128] |
Singleton, A. B., Farrer, M., Johnson, J., Singleton, A., Hague, S., Kachergus, J., Hulihan, M., Peuralinna, T., Dutra, A., Nussbaum, R.,
CrossRef
Pubmed
Google scholar
|
[129] |
Nagao, Y. (2015) Copy number variations play important roles in heredity of common diseases: a novel method to calculate heritability of a polymorphism. Sci. Rep., 5, 17156
CrossRef
Pubmed
Google scholar
|
/
〈 | 〉 |