连续性纯合片段在畜禽基因组研究中的应用
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  • 英文篇名:Runs of homozygosity and its application on livestock genome study
  • 作者:刘刚 ; 孙飞舟 ; 朱芳贤 ; 冯海永 ; 韩旭
  • 英文作者:Gang Liu;Feizhou Sun;Fangxian Zhu;Haiyong Feng;Xu Han;National Animal Husbandry Service;
  • 关键词:高通量测序技术 ; 连续性纯合片段 ; 群体结构 ; 基因组功能 ; 遗传缺陷
  • 英文关键词:high-throughput sequencing;;runs of homozygosity;;population structure;;genomic function;;genetic defect
  • 中文刊名:YCZZ
  • 英文刊名:Hereditas
  • 机构:全国畜牧总站;
  • 出版日期:2019-03-29 09:06
  • 出版单位:遗传
  • 年:2019
  • 期:v.41
  • 基金:畜禽种质资源保护项目(编号:[2018]45);; 家养动物平台种质资源项目(编号:2018)资助~~
  • 语种:中文;
  • 页:YCZZ201904004
  • 页数:14
  • CN:04
  • ISSN:11-1913/R
  • 分类号:38-51
摘要
随着高通量SNP芯片技术的快速发展和测序成本的大幅降低,SNP基因芯片和基因组重测序等技术被广泛地应用于畜禽基因组研究中。在基因组某一段区域内,当一定数量和一定密度的SNPs表现为纯合时,可以判定该区域存在连续性纯合片段(runs of homozygosity, ROH)。目前,连续性纯合片段已经逐渐成为分析畜禽群体近交程度、遗传结构等方面的重要指标之一。但是,ROH计算应用的评价标准还相对匮乏。本文系统介绍了连续性纯合片段的发展历史、原理、鉴定方法以及在畜禽群体结构解析、基因组功能分析和种畜禽品质检测等方面的应用情况,以期为畜禽遗传资源保种区和保种场在遗传多样性等动态监测方面提供参考。
        With the rapid development of high-throughput SNP array and significant reduction of sequencing cost, the techniques of genome-resequencing and SNP chip arrays are widely applied in livestock genomic studies. Long runs of homozygosity(ROH) arose when identical haplotypes were inherited from each parent and thus a long tract of genotypes is homozygous. Nowadays, cumulative studies reported that ROH has progressively served as one of the important indexes to estimate the degree of inbreeding and genetic structure of livestock populations. However, the evaluating criteria of ROH in livestock is still inadequate. In this review, we introduce the history, theory and identification methods of ROH analysis.Meanwhile, we also systematically overview the applications and perspectives of ROH in population genetic structure analysis, genome functional assay, quality investigation and dynamic monitoring of livestock genetic resources.
引文
[1]Gibson J,Morton NE,Collins A.Extended tracts of homozygosity in outbred human populations.Hum Mol Genet,2006,15(5):789-795.
    [2]McQuillan R,Leutenegger AL,Abdel-Rahman R,Franklin CS,Pericic M,Barac-Lauc L,Smolej-Narancic N,Janicijevic B,Polasek O,Tenesa A,Macleod AK,Farrington SM,Rudan P,Hayward C,Vitart V,Rudan I,Wild SH,Dunlop MG,Wright AF,Campbell H,Wilson JF.Runs of homozygosity in European populations.Am JHum Genet,2008,83(3):359-372.
    [3]Johnson EC,Evans LM,Keller MC.Relationships between estimated autozygosity and complex traits in the UKBiobank.PLoS Genet,2018,14(7):e1007556.
    [4]Feren?akovi?M,Hamzic E,Gredler B,Curik I,S?lkner J.Runs of homozygosity reveal genome-wide autozygosity in the Austrian Fleckvieh cattle.Agric Conspec Sci,2011,76:286-293.
    [5]Feren?akovi?M,Hamzi?E,Gredler B,Solberg TR,Klemetsdal G,Curik I,S?lkner J.Estimates of autozygosity derived from runs of homozygosity:empirical evidence from selected cattle populations.J Anim Breed Genet,2013,130(4):286-293.
    [6]Keller MC,Visscher PM,Goddard ME.Quantification of inbreeding due to distant ancestors and its detection using dense single nucleotide polymorphism data.Genetics,2011,189(1):237-249.
    [7]Broman KW,Weber JL.Long homozygous chromosomal segments in reference families from the centre d'Etude du polymorphisme humain.Am J Hum Genet,1999,65(6):1493-1500.
    [8]Bosse M,Megens HJ,Madsen O,Paudel Y,Frantz LA,Schook LB,Crooijmans RP,Groenen MA.Regions of homozygosity in the porcine genome:consequence of demography and the recombination landscape.PLoSGenet,2012,8(11):e1003100.
    [9]Herrero-Medrano JM,Megens HJ,Groenen MA,Ramis G,Bosse M,Pérez-Enciso M,Crooijmans RP.Conservation genomic analysis of domestic and wild pig populations from the Iberian Peninsula.BMC Genet,2013,14:106.
    [10]Purfield DC,Berry DP,McParland S,Bradley DG.Runs of homozygosity and population history in cattle.BMCGenet,2012,13:70.
    [11]Kim ES,Cole JB,Huson H,Wiggans GR,Van Tassell CP,Crooker BA,Liu G,Da Y,Sonstegard TS.Effect of artificial selection on runs of homozygosity in u.s.Holstein cattle.PLoS One,2013,8(11):e80813.
    [12]Zhang Q,Guldbrandtsen B,Bosse M,Lund MS,Sahana G.Runs of homozygosity and distribution of functional variants in the cattle genome.BMC Genomics,2015,16:542.
    [13]Lencz T,Lambert C,DeRosse P,Burdick KE,Morgan TV,Kane JM,Kucherlapati R,Malhotra AK.Runs of homozygosity reveal highly penetrant recessive loci in schizophrenia.Proc Natl Acad Sci USA,2007,104(50):19942-19947.
    [14]Megens HJ,Crooijmans RP,Bastiaansen JW,Kerstens HH,Coster A,Jalving R,Vereijken A,Silva P,Muir WM,Cheng HH,Hanotte O,Groenen MA.Comparison of linkage disequilibrium and haplotype diversity on macroand microchromosomes in chicken.BMC Genet,2009,10:86.
    [15]Kirin M,McQuillan R,Franklin CS,Campbell H,McKeigue PM,Wilson JF.Genomic runs of homozygosity record population history and consanguinity.PLoS One,2010,5(11):e13996.
    [16]Curik I,Feren?akovi?M,S?lkner J.Inbreeding and runs of homozygosity:a possible solution to an old problem.Livest Sci,2014,166(1):26-34.
    [17]Nothnagel M,Lu TT,Kayser M,Krawczak M.Genomic and geographic distribution of SNP-defined runs of homozygosity in Europeans.Hum Mol Genet,2010,19(15):2927-2935.
    [18]Song NN,Zhong JC,Chai ZX,Wang Q,He SM,Wu JB,Jian SL,Ran Q,Meng X,Hu HC.The whole genome data analysis of Sanjiang cattle.Sci Agric Sin,2017,50(01):183-194.宋娜娜,钟金城,柴志欣,汪琦,何世明,吴锦波,蹇尚林,冉强,蒙欣,胡红春.三江黄牛全基因组数据分析.中国农业科学,2017,50(1):183-194.
    [19]Lan R,Zhu L,Shao QY,Hong QH.Whole-genome resequencing in Yunnan black goat.Grass-Feed Liv,2016,(05):11-17.兰蓉,朱兰,邵庆勇,洪琼花.云南黑山羊全基因组重测序.草食家畜,2016,(5):11-17.
    [20]Mei CG,Wang HC,Zan LS,Cheng G,Li AP,Zhao CP,Wang HB.Research progress on animal genome research based on high-throughput sequencing technology.JNorthwest Sci-Tech Univ Agric Fore(Nat Sci Ed),2016,44(3):43-51.梅楚刚,王洪程,昝林森,成功,李安宁,赵春平,王洪宝.基于高通量测序的动物基因组研究进展.西北农林科技大学学报(自然科学版),2016,44(3):43-51.
    [21]Marras G,Gaspa G,Sorbolini S,Dimauro C,AjmoneMarsan P,Valentini A,Williams JL,Macciotta NP.Analysis of runs of homozygosity and their relationship with inbreeding in five cattle breeds farmed in Italy.Anim Genet,2015,46(2):110-121.
    [22]Williams JL,Hall SJ,Del Corvo M,Ballingall KT,Colli L,Ajmone Marsan P,Biscarini F.Inbreeding and purging at the genomic Level:the Chillingham cattle reveal extensive,non-random SNP heterozygosity.Anim Genet,2016,47(1):19-27.
    [23]Signer-Hasler H,Burren A,Neuditschko M,Frischknecht M,Garrick D,Stricker C,Gredler B,Bapst B,Flury C.Population structure and genomic inbreeding in nine Swiss dairy cattle populations.Genet Sel Evol,2017,49(1):83.
    [24]Mastrangelo S,Sardina MT,Tolone M,Di Gerlando R,Sutera AM,Fontanesi L,Portolano B.Genome-wide identification of runs of homozygosity islands and associated genes in local dairy cattle breeds.Animal,2018,1-9.
    [25]Zhang Y,Young JM,Wang C,Sun X,Wolc A,Dekkers JCM.Inbreeding by pedigree and genomic markers in selection lines of pigs.In:Proceedings of the 10th World Congress of Genetics Applied to Livestock Production.Vancouver,BC,Canada,2014.
    [26]Saura M,Fernández A,Varona L,Fernández AI,de Cara Má,Barragán C,Villanueva B.Detecting inbreeding depression for reproductive traits in Iberian pigs using genome-wide data.Genet Sel Evol,2015,47:1.
    [27]Traspov A,Deng W,Kostyunina O,Ji J,Shatokhin K,Lugovoy S,Zinovieva N,Yang B,Huang L.Population structure and genome characterization of local pig breeds in Russia,Belorussia,Kazakhstan and Ukraine.Genet Sel Evol,2016,48:16.
    [28]Yang B,Cui L,Perez-Enciso M,Traspov A,Crooijmans RPMA,Zinovieva N,Schook LB,Archibald A,Gatphayak K,Knorr C,Triantafyllidis A,Alexandri P,Semiadi G,Hanotte O,Dias D,Dov?P,Uimari P,Iacolina L,Scandura M,Groenen MAM,Huang L,Megens HJ.Genome-wide SNP data unveils the globalization of domesticated pigs.Genet Sel Evol,2017,49(1):71.
    [29]Lago LV,Nery da Silva A,Zanella EL,Groke Marques M,Peixoto JO,da Silva MVGB,Ledur MC,Zanella R.Identification of genetic regions associated with scrotal hernias in a commercial swine herd.Vet Sci,2018,5(1).doi:10.3390/vetsci5010015.
    [30]Khanshour AM.Genetic diversity and population structure of the Arabian horse populations from Syria and other countries[D].Texas A&M University,College Station,2013a.
    [31]Metzger J,Karwath M,Tonda R,Beltran S,águeda L,Gut M,Gut IG,Distl O.Runs of homozygosity reveal signatures of positive selection for reproduction traits in breed and non-breed horses.BMC Genomics,2015,16:764.
    [32]Druml T,Neuditschko M,Grilz-Seger G,Horna M,Ricard A,Mesaric M,Cotman M,Pausch H,Brem G.Population Networks Associated with Runs of Homozygosity Reveal New Insights into the Breeding History of the Haflinger Horse.J Hered,2018,109(4):384-392.
    [33]Metzger J,Rau J,Naccache F,Bas Conn L,Lindgren G,Distl O.Genome data uncover four synergistic key regulators for extremely small body size in horses.BMCGenomics,2018,19(1):492.
    [34]Beynon SE,Slavov GT,FarréM,Sunduimijid B,Waddams K,Davies B,Haresign W,Kijas J,MacLeod IM,Newbold CJ,Davies L,Larkin DM.Population structure and history of the Welsh sheep breeds determined by whole genome genotyping.BMC Genet,2015,16:65.
    [35]Muchadeyi FC,Malesa MT,Soma P,Dzomba EF.Runs of homozygosity in Swakara pelt producing sheep:implications on sub-vital performance.In:Proceedings for Association for the Advancement of Animal Breeding and Genetics,2015,21:310-313.
    [36]Purfield DC,McParland S,Wall E,Berry DP.The distribution of runs of homozygosity and selection signatures in six commercial meat sheep breeds.PLoSOne,2017,12(5):e0176780.
    [37]Mastrangelo S,Tolone M,Sardina MT,Sottile G,Sutera AM,Di Gerlando R,Portolano B.Genome-wide scan for runs of homozygosity identifies potential candidate genes associated with local adaptation in Valle del Belice sheep.Genet Sel Evol,2017,49(1):84.
    [38]Guangul SA.Design of community based breeding programs for two indigenous goat breeds of Ethiopia[D].University of Natural Resources and Life Sciences,2014.
    [39]Onzima RB,Upadhyay MR,Doekes HP,Brito LF,Bosse M,Kanis E,Groenen MAM,Crooijmans RPMA.Genome-Wide characterization of selection signatures and runs of homozygosity in ugandan goat breeds.Front Genet,2018,9:318.
    [40]Fleming DS,Koltes JE,Markey AD,Schmidt CJ,Ashwell CM,Rothschild MF,Persia ME,Reecy JM,Lamont SJ.Genomic analysis of Ugandan and Rwandan chicken ecotypes using a 600 k genotyping array.BMC Genomics,2016,17:407.
    [41]Fleming DS,Weigend S,Simianer H,Weigend A,Rothschild M,Schmidt C,Ashwell C,Persia M,Reecy J,Lamont SJ.Genomic comparison of indigenous african and northern european chickens reveals putative mechanisms of stress tolerance related to environmental selection pressure.G3(Bethesda),2017,7(5):1525-1537.
    [42]Zhang M,Han W,Tang H,Li G,Zhang M,Xu R,Liu Y,Yang T,Li W,Zou J,Wu K.Genomic diversity dynamics in conserved chicken populations are revealed by genome-wide SNPs.BMC Genomics,2018,19(1):598.
    [43]Ceballos FC,Joshi PK,Clark DW,Ramsay M,Wilson JF.Runs of homozygosity:windows into population history and trait architecture.Nat Rev Genet,2018,19(4):220-234.
    [44]Purcell S,Neale B,Todd-Brown K,Thomas L,Ferreira MA,Bender D,Maller J,Sklar P,de Bakker PI,Daly MJ,Sham PC.PLINK:a tool set for whole-genome association and population-based linkage analyses.Am JHum Genet,2007,81(3):559-75.
    [45]Gusev A,Lowe JK,Stoffel M,Daly MJ,Altshuler D,Breslow JL,Friedman JM,Pe'er I.Whole population,genome-wide mapping of hidden relatedness.Genome Res,2009,19(2):318-26.
    [46]Zhang L,Orloff MS,Reber S,Li S,Zhao Y,Eng C.CgaTOH:extended approach for identifying tracts of homozygosity.PLoS One,2013,8(3):e57772.
    [47]Howrigan DP,Simonson MA,Keller MC.Detecting autozygosity through runs of homozygosity:a comparison of three autozygositydetection algorithms.BMCGenomics,2011,12:460.
    [48]Browning BL,Browning SR.Detecting identity by descent and estimating genotype error rates in sequence data.Am J Hum Genet,2013,93(5):840-51.
    [49]Magi A,Tattini L,Palombo F,Benelli M,Gialluisi A,Giusti B,Abbate R,Seri M,Gensini GF,Romeo G,Pippucci T.H3M2:detection of runs of homozygosity from whole-exome sequencing data.Bioinformatics,2014,30(20):2852-2859.
    [50]Vigeland MD,Gj?tterud KS,Selmer KK.FILTUS:a desktop GUI for fast and efficient detection of diseasecausing variants,including a novel autozygosity detector.Bioinformatics,2016,32(10):1592-1594.
    [51]Narasimhan V,Danecek P,Scally A,Xue Y,Tyler-Smith C,Durbin R.BCFtools/RoH:a hidden Markov model approach for detecting autozygosity from next-generation sequencing data.Bioinformatics,2016,32(11):1749-1751.
    [52]Szpiech ZA,Blant A,Pemberton TJ.GARLIC:Genomic Autozygosity Regions Likelihood-based Inference and Classification.Bioinformatics,2017,33(13):2059-2062.
    [53]Bjelland DW,Weigel KA,Vukasinovic N,Nkrumah JD.Evaluation of inbreeding depression in Holstein cattle using whole-genome SNP markers and alternative measures of genomic inbreeding.J Dairy Sci,2013,96(7):4697-4706.
    [54]Biscarini F,Biffani S,Nicolazzi EL,Morandi N,Stella A.Applying runs of homozygosity to the detection of associations between genotype and phenotype in farm animals.In:Proceedings of the 10th World Congress of Genetics Applied to Livestock Production.Vancouver,BC,Canada,2014.
    [55]Scraggs E,Zanella R,Wojtowicz A,Taylor JF,Gaskins CT,Reeves JJ,de Avila JM,Neibergs HL.Estimation of inbreeding and effective population size of full-blood Wagyu cattle registered with the American Wagyu Cattle Association.J Anim Breed Genet,2014,131(1):3-10.
    [56]Mészáros G,Boison SA,Pérez O'Brien AM,Feren?akovi?M,Curik I,Da Silva MV,Utsunomiya YT,Garcia JF,S?lkner J.Genomic analysis for managing small and endangered populations:a case study in Tyrol Grey cattle.Front Genet,2015,6:173.
    [57]Williams JL,Hall SJ,Del Corvo M,Ballingall KT,Colli L,Ajmone Marsan P,Biscarini F.Inbreeding and purging at the genomic Level:the Chillingham cattle reveal extensive,non-random SNP heterozygosity.Anim Genet,2016,47(1):19-27.
    [58]Zavarez LB,Utsunomiya YT,Carmo AS,Neves HH,Carvalheiro R,Feren?akovi?M,Pérez O'Brien AM,Curik I,Cole JB,Van Tassell CP,da Silva MV,Sonstegard TS,S?lkner J,Garcia JF.Assessment of autozygosity in Nellore cows(Bos indicus)through high-density SNPgenotypes.Front Genet,2015,6:5.
    [59]Kim ES,Sonstegard TS,Rothschild MF.Recent artificial selection in U.S.Jersey cattle impacts autozygosity levels of specific genomic regions.BMC Genomics,2015,16:302.
    [60]Iacolina L,Stronen AV,Pertoldi C,Tokarska M,N?rgaard LS,Mu?oz J,Kj?rsgaard A,Ruiz-Gonzalez A,Kamiński S,Purfield DC.Novel graphical analyses of runs of homozygosity among species and livestock breeds.Int JGenomics,2016,2152847.
    [61]Peripolli E,Stafuzza NB,Munari DP,Lima ALF,Irgang R,Machado MA,Panetto JCDC,Ventura RV,Baldi F,da Silva MVGB.Assessment of runs of homozygosity islands and estimates of genomic inbreeding in Gyr(Bos indicus)dairy cattle.BMC Genomics,2018,19:34.
    [62]Forutan M,Ansari Mahyari S,Baes C,Melzer N,Schenkel FS,Sargolzaei M.Inbreeding and runs of homozygosity before and after genomic selection in North American Holstein cattle.BMC Genomics,2018,19(1):98.
    [63]Kim K,Jung J,Caetano-Anollés K,Sung S,Yoo D,Choi BH,Kim HC,Jeong JY,Cho YM,Park EW,Choi TJ,Park B,Lim D,Kim H.Artificial selection increased body weight but induced increase of runs of homozygosity in Hanwoo cattle.PLoS One,2018,13(3):e0193701.
    [64]Mukherjee A,Mukherjee S,Dhakal R,Mech M,Longkumer I,Haque N,Vupru K,Khate K,Jamir IY,Pongen P,Rajkhowa C,Mitra A,Guldbrandtsen B,Sahana G.High-density genotyping reveals genomic characterization,population structure and genetic diversity of indian Mithun(Bos frontalis).Sci Rep,2018,8(1):10316.
    [65]Goszczynski D,Molina A,Terán E,Morales-Durand H,Ross P,Cheng H,Giovambattista G,Demyda-Peyrás S.Runs of homozygosity in a selected cattle population with extremely inbred bulls:descriptive and functional analyses revealed highly variable patterns.PLoS One,2018,13(7):e0200069.
    [66]Nandolo W,Utsunomiya YT,Mészáros G,Wurzinger M,Khayadzadeh N,Torrecilha RBP,Mulindwa HA,Gondwe TN,Waldmann P,Feren?akovi?M,Garcia JF,Rosen BD,Bickhart D,van Tassell CP,Curik I,S?lkner J.Misidentification of runs of homozygosity islands in cattle caused by interference with copy number variation or large intermarker distances.Genet Sel Evol,2018,50:43.
    [67]Ai H,Huang L,Ren J.Genetic diversity,linkage disequilibrium and selection signatures in chinese and Western pigs revealed by genome-wide SNP markers.PLoS One,2013,8(2):e56001.
    [68]SilióL,Rodríguez MC,Fernández A,Barragán C,Benítez R,óvilo C,Fernández AI.Measuring inbreeding and inbreeding depression on pig growth from pedigree or SNP-derived metrics.J Anim Breed Genet,2013,130(5):349-360.
    [69]Zanella R,Peixoto JO,Cardoso FF,Cardoso LL,Biegelmeyer P,Cant?o ME,Otaviano A,Freitas MS,Caetano AR,Ledur MC.Genetic diversity analysis of two commercial breeds of pigs using genomic and pedigree data.Genet Sel Evol,2016,48:24.
    [70]Grossi DA,Jafarikia M,Brito LF,Buzanskas ME,Sargolzaei M,Schenkel FS.Genetic diversity,extent of linkage disequilibrium and persistence of gametic phase in Canadian pigs.BMC Genet,2017,18(1):6.
    [71]Yang B,Cui L,Perez-Enciso M,Traspov A,Crooijmans RPMA,Zinovieva N,Schook LB,Archibald A,Gatphayak K,Knorr C,Triantafyllidis A,Alexandri P,Semiadi G,Hanotte O,Dias D,Dov?P,Uimari P,Iacolina L,Scandura M,Groenen MAM,Huang L,Megens HJ.Genome-wide SNP data unveils the globalization of domesticated pigs.Genet Sel Evol,2017,49:71.
    [72]Lago LV,Nery da Silva A,Zanella EL,Groke Marques M,Peixoto JO,da Silva MVGB,Ledur MC,Zanella R.Identification of genetic regions associated with scrotal hernias in a commercial swine herd.Vet Sci,2018,5(1).
    [73]Al-Mamun HA,Clark SA,Kwan P,Gondro C.Genomewide linkage disequilibrium and genetic diversity in five populations of Australian domestic sheep.Genet Sel Evol,2015,47:90.
    [74]Kominakis A,Hager-Theodorides AL,Saridaki A,Antonakos G,Tsiamis G.Genome-wide population structure and evolutionary history of the Frizarta dairy sheep.Animal,2017,11(10):1680-1688.
    [75]Mastrangelo S,Portolano B,Di Gerlando R,Ciampolini R,Tolone M,Sardina MT,International Sheep Genomics Consortium.Genome-wide analysis in endangered populations:a case study in Barbaresca sheep.Animal,2017,11(7):1107-1116.
    [76]Zhang M,Peng WF,Hu XJ,Zhao YX,Lv FH,Yang J.Global genomic diversity and conservation priorities for domestic animals are associated with the economies of their regions of origin.Sci Rep,2018,8(1):11677.
    [77]Brito LF,Kijas JW,Ventura RV,Sargolzaei M,Porto-Neto LR,Cánovas A,Feng Z,Jafarikia M,Schenkel FS.Genetic diversity and signatures of selection in various goat breeds revealed by genome-wide SNP markers.BMCGenomics,2017,18(1):229.
    [78]Grossen C,Biebach I,Angelone-Alasaad S,Keller LF,Croll D.Population genomics analyses of European ibex species show lower diversity and higher inbreeding in reintroduced populations.Evol Appl,2018,11(2):123-139.
    [79]Zavarez LB,Utsunomiya YT,Carmo AS,Neves HH,Carvalheiro R,Feren?akovi?M,Pérez O'Brien AM,Curik I,Cole JB,Van Tassell CP,da Silva MV,Sonstegard TS,S?lkner J,Garcia JF.Assessment of autozygosity in Nellore cows(Bos indicus)through high-density SNPgenotypes.Front Genet,2015,6:5.
    [80]Visscher PM,Medland SE,Ferreira MA,Morley KI,Zhu G,Cornes BK,Montgomery GW,Martin NG.Assumption-free estimation of heritability from genome-wide identity-by-descent sharing between full siblings.PLoS Genet,2006,2(3):e41.
    [81]Peripolli E,Munari DP,Silva MVGB,Lima ALF,Irgang R,Baldi F.Runs of homozygosity:current knowledge and applications in livestock.Anim Genet,2017,48(3):255-271.
    [82]Mastrangelo S,Tolone M,Di Gerlando R,Fontanesi L,Sardina MT,Portolano B.Genomic inbreeding estimation in small populations:evaluation of runs of homozygosity in three local dairy cattle breeds.Animal,2016,10(5):746-754.
    [83]Yang ZC,Huang HT,Yan QX,Wang YC,Yu Y,Chen SH,Sun DX,Zhang SL,Zhang Y.Estimation of genomic inbreeding coefficients based on high-density snp markers in chinese holstein cattle.Hereditas(Beijing),2017,39(1):416-23.杨湛澄,黄河天,闫青霞,王雅春,俞英,陈绍祜,孙东晓,张胜利,张毅.利用高密度SNP标记分析中国荷斯坦牛基因组近交.遗传,2017,39(1):16-23.
    [84]Msalya G,Kim ES,Laisser EL,Kipanyula MJ,Karimuribo ED,Kusiluka LJ,Chenyambuga SW,Rothschild MF.Determination of genetic structure and signatures of selection in three strains of tanzania shorthorn zebu,boran and friesian cattle by genome-wide snp analyses.PLoS One,2017,12(1):e0171088.
    [85]VanRaden PM.Efficient methods to compute genomic predictions.J Dairy Sci,2008,91(11):4414-4423.
    [86]Garrod AE.Oxon MD,Lond FRCP.The incidence of alkaptonuria:a study of chemical individuality.Mol Med,1996,2(3):274-282.
    [87]Szpiech ZA,Xu J,Pemberton TJ,Peng W,Z?llner S,Rosenberg NA,Li JZ.Long runs of homozygosity are enriched for deleterious variation.Am J Hum Genet,2013,93(1):90-102.
    [88]Huson HJ,Kim ES,Godfrey RW,Olson TA,McClure MC,Chase CC,Rizzi R,O'Brien AM,Van Tassell CP,Garcia JF,Sonstegard TS.Genome-wide association study and ancestral origins of the slick-hair coat in tropically adapted cattle.Front Genet,2014,5:101.
    [89]Pryce JE,Haile-Mariam M,Goddard ME,Hayes BJ.Identification of genomic regions associated with inbreeding depression in Holstein and Jersey dairy cattle.Genet Sel Evol,2014,46:71.
    [90]Bosse M,Megens HJ,Madsen O,Crooijmans RP,Ryder OA,Austerlitz F,Groenen MA,de Cara MA.Using genome-wide measures of coancestry to maintain diversity and fitness in endangered and domestic pig populations.Genome Res,2015,25(7):970-981.
    [91]de Cara Má,Villanueva B,Toro Má,Fernández J.Using genomic tools to maintain diversity and fitness in conservation programmes.Mol Ecol,2013,22(24):6091-6099.
    [92]Joller S,Bertschinger F,Kump E,Spiri A,von Rotz A,Schweizer-Gorgas D,Dr?gemüller C,Flury C.Crossed beaks in a local Swiss chicken breed.BMC Vet Res,2018,14(1):68.
    [93]Li MZ,Zhao YF,Ren J,Jiang SW,Li H.Opportunities and challenges of genetic and breeding research on the livestock in the age of'-omics'.Hereditas(Beijing),2017,39(11):955-957.李明洲,赵要风,任军,蒋思文,李辉.组学时代农业动物遗传育种研究的机遇与挑战.遗传,2017,39(11):955-957.
    [94]Liang SY,Zhou ZK,Hou SS.The research progress of farm animal genomics based on sequencing technologies.Hereditas(Beiijng),2017,39(4):276-292.梁素芸,周正奎,侯水生.基于测序技术的畜禽基因组学研究进展.遗传,2017,39(4):276-292.

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