期刊论文详细信息
BMC Genomics
Genome-wide patterns of copy number variation in the diversified chicken genomes using next-generation sequencing
Ning Yang1  Guiyun Xu1  Yiyuan Yan1  Jianfeng Liu1  Lujiang Qu1  Guoqiang Yi1 
[1]Department of Animal Genetics and Breeding, College of Animal Science and Technology, China Agricultural University, Beijing, China
关键词: Chicken;    Genetic diversity;    aCGH;    Whole genome sequencing;    Copy number variation;   
Others  :  1127728
DOI  :  10.1186/1471-2164-15-962
 received in 2014-03-04, accepted in 2014-10-13,  发布年份 2014
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【 摘 要 】

Background

Copy number variation (CNV) is important and widespread in the genome, and is a major cause of disease and phenotypic diversity. Herein, we performed a genome-wide CNV analysis in 12 diversified chicken genomes based on whole genome sequencing.

Results

A total of 8,840 CNV regions (CNVRs) covering 98.2 Mb and representing 9.4% of the chicken genome were identified, ranging in size from 1.1 to 268.8 kb with an average of 11.1 kb. Sequencing-based predictions were confirmed at a high validation rate by two independent approaches, including array comparative genomic hybridization (aCGH) and quantitative PCR (qPCR). The Pearson’s correlation coefficients between sequencing and aCGH results ranged from 0.435 to 0.755, and qPCR experiments revealed a positive validation rate of 91.71% and a false negative rate of 22.43%. In total, 2,214 (25.0%) predicted CNVRs span 2,216 (36.4%) RefSeq genes associated with specific biological functions. Besides two previously reported copy number variable genes EDN3 and PRLR, we also found some promising genes with potential in phenotypic variation. Two genes, FZD6 and LIMS1, related to disease susceptibility/resistance are covered by CNVRs. The highly duplicated SOCS2 may lead to higher bone mineral density. Entire or partial duplication of some genes like POPDC3 may have great economic importance in poultry breeding.

Conclusions

Our results based on extensive genetic diversity provide a more refined chicken CNV map and genome-wide gene copy number estimates, and warrant future CNV association studies for important traits in chickens.

【 授权许可】

   
2014 Yi et al.; licensee BioMed Central Ltd.

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【 参考文献 】
  • [1]Redon R, Ishikawa S, Fitch KR, Feuk L, Perry GH, Andrews TD, Fiegler H, Shapero MH, Carson AR, Chen W, Cho EK, Dallaire S, Freeman JL, Gonzalez JR, Gratacos M, Huang J, Kalaitzopoulos D, Komura D, MacDonald JR, Marshall CR, Mei R, Montgomery L, Nishimura K, Okamura K, Shen F, Somerville MJ, Tchinda J, Valsesia A, Woodwark C, Yang F, et al.: Global variation in copy number in the human genome. Nature 2006, 444(7118):444-454.
  • [2]Bickhart DM, Hou Y, Schroeder SG, Alkan C, Cardone MF, Matukumalli LK, Song J, Schnabel RD, Ventura M, Taylor JF, Garcia JF, Van Tassell CP, Sonstegard TS, Eichler EE, Liu GE: Copy number variation of individual cattle genomes using next-generation sequencing. Genome Res 2012, 22(4):778-790.
  • [3]McCarroll SA, Altshuler DM: Copy-number variation and association studies of human disease. Nat Genet 2007, 39(7 Suppl):S37-S42.
  • [4]Zhang F, Gu W, Hurles ME, Lupski JR: Copy number variation in human health, disease, and evolution. Annu Rev Genomics Hum Genet 2009, 10:451-481.
  • [5]Altshuler DM, Gibbs RA, Peltonen L, Dermitzakis E, Schaffner SF, Yu F, Bonnen PE, de Bakker PI, Deloukas P, Gabriel SB, Gwilliam R, Hunt S, Inouye M, Jia X, Palotie A, Parkin M, Whittaker P, Chang K, Hawes A, Lewis LR, Ren Y, Wheeler D, Muzny DM, Barnes C, Darvishi K, Hurles M, Korn JM, Kristiansson K, Lee C, McCarrol SA, et al.: Integrating common and rare genetic variation in diverse human populations. Nature 2010, 467(7311):52-58.
  • [6]Yalcin B, Wong K, Agam A, Goodson M, Keane TM, Gan X, Nellaker C, Goodstadt L, Nicod J, Bhomra A, Hernandez-Pliego P, Whitley H, Cleak J, Dutton R, Janowitz D, Mott R, Adams DJ, Flint J: Sequence-based characterization of structural variation in the mouse genome. Nature 2011, 477(7364):326-329.
  • [7]Wang J, Jiang J, Fu W, Jiang L, Ding X, Liu JF, Zhang Q: A genome-wide detection of copy number variations using SNP genotyping arrays in swine. BMC Genomics 2012, 13:273. BioMed Central Full Text
  • [8]Liu GE, Hou Y, Zhu B, Cardone MF, Jiang L, Cellamare A, Mitra A, Alexander LJ, Coutinho LL, Dell'Aquila ME, Gasbarre LC, Lacalandra G, Li RW, Matukumalli LK, Nonneman D, Regitano LC, Smith TP, Song J, Sonstegard TS, Van Tassell CP, Ventura M, Eichler EE, McDaneld TG, Keele JW: Analysis of copy number variations among diverse cattle breeds. Genome Res 2010, 20(5):693-703.
  • [9]Wang Y, Gu X, Feng C, Song C, Hu X, Li N: A genome-wide survey of copy number variation regions in various chicken breeds by array comparative genomic hybridization method. Anim Genet 2012, 43(3):282-289.
  • [10]Hastings PJ, Ira G, Lupski JR: A microhomology-mediated break-induced replication model for the origin of human copy number variation. PLoS Genet 2009, 5(1):e1000327.
  • [11]Sharp AJ, Locke DP, McGrath SD, Cheng Z, Bailey JA, Vallente RU, Pertz LM, Clark RA, Schwartz S, Segraves R, Oseroff VV, Albertson DG, Pinkel D, Eichler EE: Segmental duplications and copy-number variation in the human genome. Am J Hum Genet 2005, 77(1):78-88.
  • [12]Alkan C, Kidd JM, Marques-Bonet T, Aksay G, Antonacci F, Hormozdiari F, Kitzman JO, Baker C, Malig M, Mutlu O, Sahinalp SC, Gibbs RA, Eichler EE: Personalized copy number and segmental duplication maps using next-generation sequencing. Nat Genet 2009, 41(10):1061-1067.
  • [13]Freeman JL, Perry GH, Feuk L, Redon R, McCarroll SA, Altshuler DM, Aburatani H, Jones KW, Tyler-Smith C, Hurles ME, Carter NP, Scherer SW, Lee C: Copy number variation: new insights in genome diversity. Genome Res 2006, 16(8):949-961.
  • [14]Manolio TA, Collins FS, Cox NJ, Goldstein DB, Hindorff LA, Hunter DJ, McCarthy MI, Ramos EM, Cardon LR, Chakravarti A, Cho JH, Guttmacher AE, Kong A, Kruglyak L, Mardis E, Rotimi CN, Slatkin M, Valle D, Whittemore AS, Boehnke M, Clark AG, Eichler EE, Gibson G, Haines JL, Mackay TF, McCarroll SA, Visscher PM: Finding the missing heritability of complex diseases. Nature 2009, 461(7265):747-753.
  • [15]Conrad DF, Pinto D, Redon R, Feuk L, Gokcumen O, Zhang Y, Aerts J, Andrews TD, Barnes C, Campbell P, Fitzgerald T, Hu M, Ihm CH, Kristiansson K, Macarthur DG, Macdonald JR, Onyiah I, Pang AW, Robson S, Stirrups K, Valsesia A, Walter K, Wei J, Tyler-Smith C, Carter NP, Lee C, Scherer SW, Hurles ME: Origins and functional impact of copy number variation in the human genome. Nature 2010, 464(7289):704-712.
  • [16]Liu GE, Bickhart DM: Copy number variation in the cattle genome. Funct Integr Genomics 2012, 12(4):609-624.
  • [17]Stranger BE, Forrest MS, Dunning M, Ingle CE, Beazley C, Thorne N, Redon R, Bird CP, de Grassi A, Lee C, Tyler-Smith C, Carter N, Scherer SW, Tavare S, Deloukas P, Hurles ME, Dermitzakis ET: Relative impact of nucleotide and copy number variation on gene expression phenotypes. Science 2007, 315(5813):848-853.
  • [18]Henrichsen CN, Chaignat E, Reymond A: Copy number variants, diseases and gene expression. Hum Mol Genet 2009, 18(R1):R1-R8.
  • [19]LaFramboise T: Single nucleotide polymorphism arrays: a decade of biological, computational and technological advances. Nucleic Acids Res 2009, 37(13):4181-4193.
  • [20]Pinto D, Darvishi K, Shi X, Rajan D, Rigler D, Fitzgerald T, Lionel AC, Thiruvahindrapuram B, Macdonald JR, Mills R, Prasad A, Noonan K, Gribble S, Prigmore E, Donahoe PK, Smith RS, Park JH, Hurles ME, Carter NP, Lee C, Scherer SW, Feuk L: Comprehensive assessment of array-based platforms and calling algorithms for detection of copy number variants. Nat Biotechnol 2011, 29(6):512-520.
  • [21]Bentley DR, Balasubramanian S, Swerdlow HP, Smith GP, Milton J, Brown CG, Hall KP, Evers DJ, Barnes CL, Bignell HR, Boutell JM, Bryant J, Carter RJ, Keira Cheetham R, Cox AJ, Ellis DJ, Flatbush MR, Gormley NA, Humphray SJ, Irving LJ, Karbelashvili MS, Kirk SM, Li H, Liu X, Maisinger KS, Murray LJ, Obradovic B, Ost T, Parkinson ML, Pratt MR, et al.: Accurate whole human genome sequencing using reversible terminator chemistry. Nature 2008, 456(7218):53-59.
  • [22]Yoon S, Xuan Z, Makarov V, Ye K, Sebat J: Sensitive and accurate detection of copy number variants using read depth of coverage. Genome Res 2009, 19(9):1586-1592.
  • [23]Campbell CD, Sampas N, Tsalenko A, Sudmant PH, Kidd JM, Malig M, Vu TH, Vives L, Tsang P, Bruhn L, Eichler EE: Population-genetic properties of differentiated human copy-number polymorphisms. Am J Hum Genet 2011, 88(3):317-332.
  • [24]Teo SM, Pawitan Y, Ku CS, Chia KS, Salim A: Statistical challenges associated with detecting copy number variations with next-generation sequencing. Bioinformatics 2012, 28(21):2711-2718.
  • [25]Abyzov A, Urban AE, Snyder M, Gerstein M: CNVnator: an approach to discover, genotype, and characterize typical and atypical CNVs from family and population genome sequencing. Genome Res 2011, 21(6):974-984.
  • [26]Szatkiewicz JP, Wang W, Sullivan PF, Sun W: Improving detection of copy-number variation by simultaneous bias correction and read-depth segmentation. Nucleic Acids Res 2013, 41(3):1519-1532.
  • [27]Norris BJ, Whan VA: A gene duplication affecting expression of the ovine ASIP gene is responsible for white and black sheep. Genome Res 2008, 18(8):1282-1293.
  • [28]Rosengren Pielberg G, Golovko A, Sundstrom E, Curik I, Lennartsson J, Seltenhammer MH, Druml T, Binns M, Fitzsimmons C, Lindgren G, Sandberg K, Baumung R, Vetterlein M, Stromberg S, Grabherr M, Wade C, Lindblad-Toh K, Ponten F, Heldin CH, Solkner J, Andersson L: A cis-acting regulatory mutation causes premature hair graying and susceptibility to melanoma in the horse. Nat Genet 2008, 40(8):1004-1009.
  • [29]Wright D, Boije H, Meadows JR, Bed'hom B, Gourichon D, Vieaud A, Tixier-Boichard M, Rubin CJ, Imsland F, Hallbook F, Andersson L: Copy number variation in intron 1 of SOX5 causes the Pea-comb phenotype in chickens. PLoS Genet 2009, 5(6):e1000512.
  • [30]Dorshorst B, Molin AM, Rubin CJ, Johansson AM, Stromstedt L, Pham MH, Chen CF, Hallbook F, Ashwell C, Andersson L: A complex genomic rearrangement involving the endothelin 3 locus causes dermal hyperpigmentation in the chicken. PLoS Genet 2011, 7(12):e1002412.
  • [31]Elferink MG, Vallee AA, Jungerius AP, Crooijmans RP, Groenen MA: Partial duplication of the PRLR and SPEF2 genes at the late feathering locus in chicken. BMC Genomics 2008, 9:391. BioMed Central Full Text
  • [32]Jia X, Chen S, Zhou H, Li D, Liu W, Yang N: Copy number variations identified in the chicken using a 60 K SNP BeadChip. Anim Genet 2013, 44(3):276-284.
  • [33]Tian M, Wang Y, Gu X, Feng C, Fang S, Hu X, Li N: Copy number variants in locally raised Chinese chicken genomes determined using array comparative genomic hybridization. BMC Genomics 2013, 14(1):262. BioMed Central Full Text
  • [34]Crooijmans RP, Fife MS, Fitzgerald TW, Strickland S, Cheng HH, Kaiser P, Redon R, Groenen MA: Large scale variation in DNA copy number in chicken breeds. BMC Genomics 2013, 14:398. BioMed Central Full Text
  • [35]Griffin DK, Robertson LB, Tempest HG, Vignal A, Fillon V, Crooijmans RP, Groenen MA, Deryusheva S, Gaginskaya E, Carre W, Waddington D, Talbot R, Volker M, Masabanda JS, Burt DW: Whole genome comparative studies between chicken and turkey and their implications for avian genome evolution. BMC Genomics 2008, 9:168. BioMed Central Full Text
  • [36]Fan WL, Ng CS, Chen CF, Lu MY, Chen YH, Liu CJ, Wu SM, Chen CK, Chen JJ, Mao CT, Lai YT, Lo WS, Chang WH, Li WH: Genome-wide patterns of genetic variation in two domestic chickens. Genome Biol Evol 2013, 5(7):1376-1392.
  • [37]Qu L, Li X, Xu G, Chen K, Yang H, Zhang L, Wu G, Hou Z, Yang N: Evaluation of genetic diversity in Chinese indigenous chicken breeds using microsatellite markers. Sci China C Life Sci 2006, 49(4):332-341.
  • [38]Sudmant PH, Kitzman JO, Antonacci F, Alkan C, Malig M, Tsalenko A, Sampas N, Bruhn L, Shendure J, Eichler EE: Diversity of human copy number variation and multicopy genes. Science 2010, 330(6004):641-646.
  • [39]Luo J, Yu Y, Mitra A, Chang S, Zhang H, Liu G, Yang N, Song J: Genome-wide copy number variant analysis in inbred chickens lines with different susceptibility to Marek’s disease. G3 (Bethesda) 2013, 3(2):217-223.
  • [40]Wang X, Nahashon S, Feaster TK, Bohannon-Stewart A, Adefope N: An initial map of chromosomal segmental copy number variations in the chicken. BMC Genomics 2010, 11:351. BioMed Central Full Text
  • [41]Abernathy J, Li X, Jia X, Chou W, Lamont SJ, Crooijmans R, Zhou H: Copy number variation in fayoumi and leghorn chickens analyzed using array comparative genomic hybridization. Anim Genet 2014, 45(3):400-411.
  • [42]Munoz-Amatriain M, Eichten SR, Wicker T, Richmond TA, Mascher M, Steuernagel B, Scholz U, Ariyadasa R, Spannagl M, Nussbaumer T, Mayer KF, Taudien S, Platzer M, Jeddeloh JA, Springer NM, Muehlbauer GJ, Stein N: Distribution, functional impact, and origin mechanisms of copy number variation in the barley genome. Genome Biol 2013, 14(6):R58. BioMed Central Full Text
  • [43]Skinner BM, Al Mutery A, Smith D, Volker M, Hojjat N, Raja S, Trim S, Houde P, Boecklen WJ, Griffin DK: Global patterns of apparent copy number variation in birds revealed by cross-species comparative genomic hybridization. Chromosome Res 2014, 22(1):59-70.
  • [44]Clop A, Vidal O, Amills M: Copy number variation in the genomes of domestic animals. Anim Genet 2012, 43(5):503-517.
  • [45]Jiang L, Jiang J, Yang J, Liu X, Wang J, Wang H, Ding X, Liu J, Zhang Q: Genome-wide detection of copy number variations using high-density SNP genotyping platforms in Holsteins. BMC Genomics 2013, 14:131. BioMed Central Full Text
  • [46]Burt DW: Chicken genome: current status and future opportunities. Genome Res 2005, 15(12):1692-1698.
  • [47]Conrad DF, Andrews TD, Carter NP, Hurles ME, Pritchard JK: A high-resolution survey of deletion polymorphism in the human genome. Nat Genet 2006, 38(1):75-81.
  • [48]International Chicken Genome Sequencing Consortium: Sequence and comparative analysis of the chicken genome provide unique perspectives on vertebrate evolution. Nature 2004, 432(7018):695-716.
  • [49]Nicholas TJ, Cheng Z, Ventura M, Mealey K, Eichler EE, Akey JM: The genomic architecture of segmental duplications and associated copy number variants in dogs. Genome Res 2009, 19(3):491-499.
  • [50]Lee C, Iafrate AJ, Brothman AR: Copy number variations and clinical cytogenetic diagnosis of constitutional disorders. Nat Genet 2007, 39(7 Suppl):S48-S54.
  • [51]Greenwold MJ, Sawyer RH: Genomic organization and molecular phylogenies of the beta (beta) keratin multigene family in the chicken (Gallus gallus) and zebra finch (Taeniopygia guttata): implications for feather evolution. BMC Evol Biol 2010, 10:148. BioMed Central Full Text
  • [52]Wang-Rodriguez J, Dreilinger AD, Alsharabi GM, Rearden A: The signaling adapter protein PINCH is up-regulated in the stroma of common cancers, notably at invasive edges. Cancer 2002, 95(6):1387-1395.
  • [53]Chen K, Tu Y, Zhang Y, Blair HC, Zhang L, Wu C: PINCH-1 regulates the ERK-Bim pathway and contributes to apoptosis resistance in cancer cells. J Biol Chem 2008, 283(5):2508-2517.
  • [54]Metcalf D, Greenhalgh CJ, Viney E, Willson TA, Starr R, Nicola NA, Hilton DJ, Alexander WS: Gigantism in mice lacking suppressor of cytokine signalling-2. Nature 2000, 405(6790):1069-1073.
  • [55]Lorentzon M, Greenhalgh CJ, Mohan S, Alexander WS, Ohlsson C: Reduced bone mineral density in SOCS-2-deficient mice. Pediatr Res 2005, 57(2):223-226.
  • [56]Brand T: The Popeye domain-containing gene family. Cell Biochem Biophys 2005, 43(1):95-103.
  • [57]Andree B, Hillemann T, Kessler-Icekson G, Schmitt-John T, Jockusch H, Arnold HH, Brand T: Isolation and characterization of the novel popeye gene family expressed in skeletal muscle and heart. Dev Biol 2000, 223(2):371-382.
  • [58]Hincke MT, Nys Y, Gautron J, Mann K, Rodriguez-Navarro AB, McKee MD: The eggshell: structure, composition and mineralization. Front Biosci (Landmark Ed) 2012, 17:1266-1280.
  • [59]Gokcumen O, Babb PL, Iskow RC, Zhu Q, Shi X, Mills RE, Ionita-Laza I, Vallender EJ, Clark AG, Johnson WE, Lee C: Refinement of primate copy number variation hotspots identifies candidate genomic regions evolving under positive selection. Genome Biol 2011, 12(5):R52. BioMed Central Full Text
  • [60]Patel RK, Jain M: NGS QC Toolkit: a toolkit for quality control of next generation sequencing data. PLoS One 2012, 7(2):e30619.
  • [61]Li H, Durbin R: Fast and accurate short read alignment with burrows-wheeler transform. Bioinformatics 2009, 25(14):1754-1760.
  • [62]Li H, Handsaker B, Wysoker A, Fennell T, Ruan J, Homer N, Marth G, Abecasis G, Durbin R: The sequence alignment/map format and SAMtools. Bioinformatics 2009, 25(16):2078-2079.
  • [63]Karolchik D, Barber GP, Casper J, Clawson H, Cline MS, Diekhans M, Dreszer TR, Fujita PA, Guruvadoo L, Haeussler M, Harte RA, Heitner S, Hinrichs AS, Learned K, Lee BT, Li CH, Raney BJ, Rhead B, Rosenbloom KR, Sloan CA, Speir ML, Zweig AS, Haussler D, Kuhn RM, Kent WJ: The UCSC Genome Browser database: 2014 update. Nucleic Acids Res 2014, 42(Database issue):D764-770.
  • [64]Huang DW, Sherman BT, Lempicki RA: Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources. Nat Protoc 2009, 4(1):44-57.
  • [65]Hu ZL, Park CA, Wu XL, Reecy JM: Animal QTLdb: an improved database tool for livestock animal QTL/association data dissemination in the post-genome era. Nucleic Acids Res 2013, 41(Database issue):D871-D879.
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