Copy number variation of individual cattle genomes using next-generation sequencing

被引:241
作者
Bickhart, Derek M. [1 ]
Hou, Yali [1 ,2 ]
Schroeder, Steven G. [1 ]
Alkan, Can [3 ]
Cardone, Maria Francesca [4 ]
Matukumalli, Lakshmi K. [1 ]
Song, Jiuzhou [2 ]
Schnabe, Robert D. [5 ]
Ventura, Mario [3 ,4 ]
Taylor, Jeremy F. [5 ]
Garcia, Jose Fernando [6 ]
Van Tasse, Curtis P. [1 ]
Sonstegard, Tad S. [1 ]
Eichler, Evan E. [3 ,7 ]
Liu, George E. [1 ]
机构
[1] ARS, USDA, ANRI, Bovine Funct Genom Lab, Beltsville, MD 20705 USA
[2] Univ Maryland, Dept Anim & Avian Sci, College Pk, MD 20742 USA
[3] Univ Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USA
[4] Univ Bari, Dept Genet & Microbiol, I-70126 Bari, Italy
[5] Univ Missouri, Div Anim Sci, Columbia, MO 65211 USA
[6] UNESP Univ Estadual Paulista, Aracatuba, SP, Brazil
[7] Univ Washington, Howard Hughes Med Inst, Seattle, WA 98195 USA
基金
美国食品与农业研究所;
关键词
SEGMENTAL DUPLICATION; ANTIMICROBIAL PEPTIDE; STRUCTURAL VARIATION; COMMON VARIANTS; GENE-EXPRESSION; ASIP GENE; MAP; POLYMORPHISMS; SUSCEPTIBILITY; IDENTIFICATION;
D O I
10.1101/gr.133967.111
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Copy number variations (CNVs) affect a wide range of phenotypic traits; however, CNVs in or near segmental duplication regions are often intractable. Using a read depth approach based on next-generation sequencing, we examined genome-wide copy number differences among five taurine (three Angus, one Holstein, and one Hereford) and one indicine (Nelore) cattle. Within mapped chromosomal sequence, we identified 1265 CNV regions comprising similar to 55.6-Mbp sequence-476 of which (similar to 38%) have not previously been reported. We validated this sequence-based CNV call set with array comparative genomic hybridization (aCGH), quantitative PCR (qPCR), and fluorescent in situ hybridization (FISH), achieving a validation rate of 82% and a false positive rate of 8%. We further estimated absolute copy numbers for genomic segments and annotated genes in each individual. Surveys of the top 25 most variable genes revealed that the Nelore individual had the lowest copy numbers in 13 cases (similar to 52%, chi(2) test; P-value <0.05). In contrast, genes related to pathogen- and parasite-resistance, such as CATHL4 and ULBP17, were highly duplicated in the Nelore individual relative to the taurine cattle, while genes involved in lipid transport and metabolism, including APOL3 and FABP2, were highly duplicated in the beef breeds. These CNV regions also harbor genes like BPIFA2A (BSP30A) and WC1, suggesting that some CNVs may be associated with breed-specific differences in adaptation, health, and production traits. By providing the first individualized cattle CNV and segmental duplication maps and genome-wide gene copy number estimates, we enable future CNV studies into highly duplicated regions in the cattle genome.
引用
收藏
页码:778 / 790
页数:13
相关论文
共 86 条
  • [1] Copy number polymorphism in Fcgr3 predisposes to glomerulonephritis in rats and humans
    Aitman, TJ
    Dong, R
    Vyse, TJ
    Norsworthy, PJ
    Johnson, MD
    Smith, J
    Mangion, J
    Roberton-Lowe, C
    Marshall, AJ
    Petretto, E
    Hodges, MD
    Bhangal, G
    Patel, SG
    Sheehan-Rooney, K
    Duda, M
    Cook, PR
    Evans, DJ
    Domin, J
    Flint, J
    Boyle, JJ
    Pusey, CD
    Cook, HT
    [J]. NATURE, 2006, 439 (7078) : 851 - 855
  • [2] Survey of domestic cattle for anti-Leishmania antibodies and Leishmania DNA in a visceral leishmaniasis endemic area of Bangladesh
    Alam, Mohammad Shafiul
    Ghosh, Debashis
    Khan, Md Gulam Musawwir
    Islam, Mohammad Faizul
    Mondal, Dinesh
    Itoh, Makoto
    Islam, Md Nurul
    Haque, Rashidul
    [J]. BMC VETERINARY RESEARCH, 2011, 7
  • [3] Personalized copy number and segmental duplication maps using next-generation sequencing
    Alkan, Can
    Kidd, Jeffrey M.
    Marques-Bonet, Tomas
    Aksay, Gozde
    Antonacci, Francesca
    Hormozdiari, Fereydoun
    Kitzman, Jacob O.
    Baker, Carl
    Malig, Maika
    Mutlu, Onur
    Sahinalp, S. Cenk
    Gibbs, Richard A.
    Eichler, Evan E.
    [J]. NATURE GENETICS, 2009, 41 (10) : 1061 - U29
  • [4] Integrating common and rare genetic variation in diverse human populations
    Altshuler, David M.
    Gibbs, Richard A.
    Peltonen, Leena
    Dermitzakis, Emmanouil
    Schaffner, Stephen F.
    Yu, Fuli
    Bonnen, Penelope E.
    de Bakker, Paul I. W.
    Deloukas, Panos
    Gabriel, Stacey B.
    Gwilliam, Rhian
    Hunt, Sarah
    Inouye, Michael
    Jia, Xiaoming
    Palotie, Aarno
    Parkin, Melissa
    Whittaker, Pamela
    Chang, Kyle
    Hawes, Alicia
    Lewis, Lora R.
    Ren, Yanru
    Wheeler, David
    Muzny, Donna Marie
    Barnes, Chris
    Darvishi, Katayoon
    Hurles, Matthew
    Korn, Joshua M.
    Kristiansson, Kati
    Lee, Charles
    McCarroll, Steven A.
    Nemesh, James
    Keinan, Alon
    Montgomery, Stephen B.
    Pollack, Samuela
    Price, Alkes L.
    Soranzo, Nicole
    Gonzaga-Jauregui, Claudia
    Anttila, Verneri
    Brodeur, Wendy
    Daly, Mark J.
    Leslie, Stephen
    McVean, Gil
    Moutsianas, Loukas
    Nguyen, Huy
    Zhang, Qingrun
    Ghori, Mohammed J. R.
    McGinnis, Ralph
    McLaren, William
    Takeuchi, Fumihiko
    Grossman, Sharon R.
    [J]. NATURE, 2010, 467 (7311) : 52 - 58
  • [5] Identification of copy number variations and common deletion polymorphisms in cattle
    Bae, Joon Seol
    Cheong, Hyun Sub
    Kim, Lyoung Hyo
    NamGung, Suk
    Park, Tae Joon
    Chun, Ji-Yong
    Kim, Jason Yongha
    Pasaje, Charisse Flerida A.
    Lee, Jin Sol
    Shin, Hyoung Doo
    [J]. BMC GENOMICS, 2010, 11
  • [6] Tandem repeats finder: a program to analyze DNA sequences
    Benson, G
    [J]. NUCLEIC ACIDS RESEARCH, 1999, 27 (02) : 573 - 580
  • [7] Induction of autophagic cell death in Leishmania donovani by antimicrobial peptides
    Bera, A
    Singh, S
    Nagaraj, R
    Vaidya, T
    [J]. MOLECULAR AND BIOCHEMICAL PARASITOLOGY, 2003, 127 (01) : 23 - 35
  • [8] Invited review: Are adaptations present to support dairy cattle productivity in warm climates?
    Berman, A.
    [J]. JOURNAL OF DAIRY SCIENCE, 2011, 94 (05) : 2147 - 2158
  • [9] Large, rare chromosomal deletions associated with severe early-onset obesity
    Bochukova, Elena G.
    Huang, Ni
    Keogh, Julia
    Henning, Elana
    Purmann, Carolin
    Blaszczyk, Kasia
    Saeed, Sadia
    Hamilton-Shield, Julian
    Clayton-Smith, Jill
    O'Rahilly, Stephen
    Hurles, Matthew E.
    Farooqi, I. Sadaf
    [J]. NATURE, 2010, 463 (7281) : 666 - 670
  • [10] Population-Genetic Properties of Differentiated Human Copy-Number Polymorphisms
    Campbell, Catarina D.
    Sampas, Nick
    Tsalenko, Anya
    Sudmant, Peter H.
    Kidd, Jeffrey M.
    Malig, Maika
    Vu, Tiffany H.
    Vives, Laura
    Tsang, Peter
    Bruhn, Laurakay
    Eichler, Evan E.
    [J]. AMERICAN JOURNAL OF HUMAN GENETICS, 2011, 88 (03) : 317 - 332