Identification of copy number variation in Tibetan sheep using whole genome resequencing reveals evidence of genomic selection

被引:11
作者
Shi, Huibin [1 ,2 ,3 ]
Li, Taotao [1 ,2 ]
Su, Manchun [1 ,2 ]
Wang, Huihui [1 ,2 ]
Li, Qiao [1 ,2 ]
Lang, Xia [4 ]
Ma, Youji [1 ,2 ]
机构
[1] Gansu Agr Univ, Coll Anim Sci & Technol, Lanzhou 730070, Peoples R China
[2] Gansu Key Lab Anim Generat Physiol & Reprod Regula, Lanzhou 730070, Peoples R China
[3] Henan Univ Anim Husb & Econ, Coll Anim Sci & Technol, Zhengzhou 450046, Peoples R China
[4] Gansu Acad Agr Sci, Inst Anim & Pasture Sci & Green Agr, Lanzhou 730070, Peoples R China
关键词
Copy number variation; Panou sheep; Whole genome resequencing; Adaptation; Cluster analysis; MEAT QUALITY; ASIP GENE; EXPRESSION; IMPACT; CNVS;
D O I
10.1186/s12864-023-09672-z
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
BackgroundCopy number variation (CNV) is an important source of structural variation in the mammalian genome. CNV assays present a new method to explore the genomic diversity of environmental adaptations in animals and plants and genes associated with complex traits. In this study, the genome-wide CNV distribution characteristics of 20 Tibetan sheep from two breeds (10 Oula sheep and 10 Panou sheep) were analysed using whole-genome resequencing to investigate the variation in the genomic structure of Tibetan sheep during breeding.ResultsCNVs were detected using CNVnator, and the overlapping regions of CNVs between individual sheep were combined. Among them, a total of 60,429 CNV events were detected between the indigenous sheep breed (Oula) and the synthetic sheep breed (Panou). After merging the overlapping CNVs, 4927 CNV regions (CNVRs) were finally obtained. Of these, 4559 CNVRs were shared by two breeds, and there were 368 differential CNVRs. Deletion events have a higher percentage of occurrences than duplication events. Functional enrichment analysis showed that the shared CNVRs were significantly enriched in 163 GO terms and 62 KEGG pathways, which were mainly associated with organ development, neural regulation, immune regulation, digestion and metabolism. In addition, 140 QTLs overlapped with some of the CNVRs at more than 1 kb, such as average daily gain QTL, body weight QTL, and total lambs born QTL. Many of the CNV-overlapping genes such as PPP3CA, SSTR1 and FASN, overlap with the average daily weight gain and carcass weight QTL regions. Moreover, VST analysis showed that XIRP2, ABCB1, CA1, ASPA and EEF2 differed significantly between the synthetic breed and local sheep breed. The duplication of the ABCB1 gene may be closely related to adaptation to the plateau environment in Panou sheep, which deserves further study. Additionally, cluster analysis, based on all individuals, showed that the CNV clustering could be divided into two origins, indicating that some Tibetan sheep CNVs are likely to arise independently in different populations and contribute to population differences.ConclusionsCollectively, we demonstrated the genome-wide distribution characteristics of CNVs in Panou sheep by whole genome resequencing. The results provides a valuable genetic variation resource and help to understand the genetic characteristics of Tibetan sheep. This study also provides useful information for the improvement and breeding of Tibetan sheep in the future.
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页数:10
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共 70 条
[51]   Global diversity, population stratification, and selection of human copy-number variation [J].
Sudmant, Peter H. ;
Mallick, Swapan ;
Nelson, Bradley J. ;
Hormozdiari, Fereydoun ;
Krumm, Niklas ;
Huddleston, John ;
Coe, Bradley P. ;
Baker, Carl ;
Nordenfelt, Susanne ;
Bamshad, Michael ;
Jorde, Lynn B. ;
Posukh, Olga L. ;
Sahakyan, Hovhannes ;
Watkins, W. Scott ;
Yepiskoposyan, Levon ;
Abdullah, M. Syafiq ;
Bravi, Claudio M. ;
Capelli, Cristian ;
Hervig, Tor ;
Wee, Joseph T. S. ;
Tyler-Smith, Chris ;
van Driem, George ;
Romero, Irene Gallego ;
Jha, Aashish R. ;
Karachanak-Yankova, Sena ;
Toncheva, Draga ;
Comas, David ;
Henn, Brenna ;
Kivisild, Toomas ;
Ruiz-Linares, Andres ;
Sajantila, Antti ;
Metspalu, Ene ;
Parik, Jueri ;
Villems, Richard ;
Starikovskaya, Elena B. ;
Ayodo, George ;
Beall, Cynthia M. ;
Di Rienzo, Anna ;
Hammer, Michael F. ;
Khusainova, Rita ;
Khusnutdinova, Elza ;
Klitz, William ;
Winkler, Cheryl ;
Labuda, Damian ;
Metspalu, Mait ;
Tishkoff, Sarah A. ;
Dryomov, Stanislav ;
Sukernik, Rem ;
Patterson, Nick ;
Reich, David .
SCIENCE, 2015, 349 (6253)
[52]   Pvclust: an R package for assessing the uncertainty in hierarchical clustering [J].
Suzuki, R ;
Shimodaira, H .
BIOINFORMATICS, 2006, 22 (12) :1540-1542
[53]   Tie trees generated by distance methods of phylogenetic reconstruction [J].
Takezaki, N .
MOLECULAR BIOLOGY AND EVOLUTION, 1998, 15 (06) :727-737
[54]   Copy number variations of TOP2B gene are associated with growth traits in Chinese sheep breeds [J].
Toremurat, Zhansaya ;
Ibrahim, Elsaeid Elnour ;
Huang, Yong-Zhen ;
Lan, Xianyong ;
Pi, Li ;
Chaogetu, Buren ;
Hu, Linyong ;
Chen, Hong .
ANIMAL BIOTECHNOLOGY, 2022, 33 (01) :85-89
[55]   Variants at the ASIP locus contribute to coat color darkening in Nellore cattle [J].
Trigo, Beatriz B. ;
Utsunomiya, Adam T. H. ;
Fortunato, Alvaro A. A. D. ;
Milanesi, Marco ;
Torrecilha, Rafaela B. P. ;
Lamb, Harrison ;
Nguyen, Loan ;
Ross, Elizabeth M. ;
Hayes, Ben ;
Padula, Romulo C. M. ;
Sussai, Thayla S. ;
Zavarez, Ludmilla B. ;
Cipriano, Rafael S. ;
Caminhas, Maria M. T. ;
Lopes, Flavia L. ;
Pelle, Cassiano ;
Leeb, Tosso ;
Bannasch, Danika ;
Bickhart, Derek ;
Smith, Timothy P. L. ;
Sonstegard, Tad S. ;
Garcia, Jose F. ;
Utsunomiya, Yuri T. .
GENETICS SELECTION EVOLUTION, 2021, 53 (01)
[56]   A Comprehensive Workflow for Read Depth-Based Identification of Copy-Number Variation from Whole-Genome Sequence Data [J].
Trost, Brett ;
Walker, Susan ;
Wang, Zhuozhi ;
Thiruvahindrapuram, Bhooma ;
MacDonald, Jeffrey R. ;
Sung, Wilson W. L. ;
Pereira, Sergio L. ;
Whitney, Joe ;
Chan, Ada J. S. ;
Pellecchia, Giovanna ;
Reuter, Miriam S. ;
Lok, Si ;
Yuen, Ryan K. C. ;
Marshall, Christian R. ;
Merico, Daniele ;
Scherer, Stephen W. .
AMERICAN JOURNAL OF HUMAN GENETICS, 2018, 102 (01) :142-155
[57]   Carbonic anhydrase enzymes II, VII, IX and XII in colorectal carcinomas [J].
Viikila, Pia ;
Kivela, Antti J. ;
Mustonen, Harri ;
Koskensalo, Selja ;
Waheed, Abdul ;
Sly, William S. ;
Pastorek, Jaromir ;
Pastorekova, Silvia ;
Parkkila, Seppo ;
Haglund, Caj .
WORLD JOURNAL OF GASTROENTEROLOGY, 2016, 22 (36) :8168-8177
[58]   Molecular Cloning, Structural Analysis and Tissue Expression of Protein Phosphatase 3 Catalytic Subunit Alpha Isoform ( PPP3CA) Gene in Tianfu Goat Muscle [J].
Wan, Lu ;
Ma, Jisi ;
Xu, Gangyi ;
Wang, Daihua ;
Wang, Nianlu .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2014, 15 (02) :2346-2358
[59]   A global analysis of CNVs in diverse yak populations using whole-genome resequencing [J].
Wang, Hui ;
Chai, Zhixin ;
Hu, Dan ;
Ji, Qiumei ;
Xin, Jinwei ;
Zhang, Chengfu ;
Zhong, Jincheng .
BMC GENOMICS, 2019, 20 (1)
[60]   Genome-wide analysis reveals population structure and selection in Chinese indigenous sheep breeds [J].
Wei, Caihong ;
Wang, Huihua ;
Liu, Gang ;
Wu, Mingming ;
Cao, Jiaxve ;
Liu, Zhen ;
Liu, Ruizao ;
Zhao, Fuping ;
Zhang, Li ;
Lu, Jian ;
Liu, Chousheng ;
Du, Lixin .
BMC GENOMICS, 2015, 16