China Animal Husbandry and Veterinary Medicine ›› 2022, Vol. 49 ›› Issue (4): 1374-1383.doi: 10.16431/j.cnki.1671-7236.2022.04.019
• Genetics and Breeding • Previous Articles Next Articles
XU Jing, YANG Guang, JIANG Meiqi, DING Xiangbin, GUO Yiwen, HU Debao, LI Xin, GUO Hong, ZHANG Linlin
Received:
2021-10-08
Online:
2022-04-05
Published:
2022-03-25
CLC Number:
XU Jing, YANG Guang, JIANG Meiqi, DING Xiangbin, GUO Yiwen, HU Debao, LI Xin, GUO Hong, ZHANG Linlin. Research Advances on CRISPR/Cas9 Technology in Livestock and Poultry Breeding[J]. China Animal Husbandry and Veterinary Medicine, 2022, 49(4): 1374-1383.
[1] LAMAS T I,GUERRERO S J,MIRALLES B H,et al.CRISPR is knocking on barn door[J].Reproduction in Domestic Animals,2017,52(Suppl 4):39-47. [2] 张佳珊,谭 韬.CRISPR-Cas9系统编辑DNA诱导基因敲除的发展及优缺点[J].中国免疫学杂志,2019,35(6):767-770. ZHANG J S,TAN T.Development of CRISPR-Cas9 system edit DNA and induce targeted knockout as well advantages and disadvantages[J].Chinese Journal of Immunology,2019,35(6):767-770.(in Chinese) [3] 王 欢,邹惠影,朱化彬,等.CRISPR/Cas9基因编辑技术在家畜育种新材料创制中的研究进展[J].畜牧兽医学报,2021,52(4):851-861. WANG H,ZOU H Y,ZHU H B,et al.Advances in evaluation of livestock breeding new materials by using the CRISPR/Cas9 gene editing technology[J].Acta Veterinaria et Zootechnica Sinica,2021,52(4):851-861.(in Chinese) [4] GUPTA D,BHATTACHARJEE O,MANDAL D,et al.CRISPR-Cas9 system:A new-fangled dawn in gene editing[J].Life Sciences,2019,232:116636. [5] 宋绍征,陆 睿,张 婷,等.CRISPR/Cas9基因编辑技术在山羊和绵羊中的应用研究进展[J].生物技术通报,2020,36(3):62-68. SONG S Z,LU R,ZHANG T,et al.Research progress of CRISPR/Cas9 gene editing technology in goat and sheep[J].Biotechnology Bulletin,2021,36(3):62-68.(in Chinese) [6] KALDS P,ZHOU S,CAI B,et al.Sheep and goat genome engineering:From random transgenesis to the CRISPR era[J].Frontiers in Genetics,2019,10:750. [7] 徐嘉威,贺 花,沈雪梅,等.基因编辑技术在家畜育种中的研究进展[J].基因组学与应用生物学,2018,37(4):1423-1430. XU J W,HE H,SHEN X M,et al.Research progress of gene editing technology in livestock breeding[J].Genomics and Applied Biology,2018,37(4):1423-1430.(in Chinese) [8] ISIAM M A,RONY S A,RAHMAN M B,et al.Improvement of disease resistance in livestock:Application of immunogenomics and CRISPR/Cas9 technology[J].Animals:An Open Access Journal from MDPI,2020,10(12):2236. [9] 王 娜,苏胜杰,宋 越,等.小反刍兽疫的诊断与综合防控措施[J].畜牧与饲料科学,2020,41(1):121-124. WANG N,SU S J,SONG Y,et al.Diagnosis and comprehensive prevention and control measures of peste des petits ruminants[J].Animal Husbandry and Feed Science,2020,41(1):121-124.(in Chinese) [10] 付婷婷,叶 莉,范君文,等.近年来我国动物传染病研究现状分析及展望[J].中国比较医学杂志,2021,31(2):107-113. FU T T,YE L,FAN J W,et al.The research of infectious diseases in domestic animals[J].Chinese Journal of Comparative Medicine,2021,31(2):107-113.(in Chinese) [11] 王 彤,高元鹏,韩 静,等.CRISPR/Cas9基因编辑技术在家畜中的应用研究进展[J].动物医学进展,2021,42(11):78-84. WANG T,GAO Y P,HAN J,et al.Progress on CRISPR/Cas9 genome editing technology in livestock[J].Progress in Veterinary Medicine,2021,42(11):78-84.(in Chinese) [12] MAKAROVA K S,WOLF Y I,ALKHNBASHI O S,et al.An updated evolutionary classification of CRISPR-Cas systems[J].Nature Reviews Microbiology,2015,13(11):722-736. [13] MAKAROVA K S,WOLF Y I,IRANZO J,et al.Evolutionary classification of CRISPR-Cas systems:A burst of class 2 and derived variants[J].Nature Reviews Microbiology,2020,18:67-83. [14] VINK J,BAIJENS J,BROUNS S.PAM-repeat associations and spacer selection preferences in single and co-occurring CRISPR-Cas systems[J].Genome Biology,2021,22(1):281. [15] POURCEL C,TOUNCHON M,VILLERIOT N,et al.CRISPRCasdb a successor of CRISPRdb containing CRISPR arrays and Cas genes from complete genome sequences,and tools to download and query lists of repeats and spacers[J].Nucleic Acids Research,2020,48(D1):D535-D544. [16] SOREK R,KUNIN V,HUGENHOLYZ P.CRISPR——A widespread system that provides acquired resistance against phages in bacteria and archaea[J].Nature Reviews Microbiology,2008,6(3):181-186. [17] ZUO Q,JIN K,WANG Y,et al.CRISPR/Cas9-mediated deletion of C1EIS inhibits chicken embryonic stem cell differentiation into male germ cells (Gallus gallus)[J].Journal of Cellular Biochemistry,2017,118(8):2380-2386. [18] MAKAROVA K S,ARAVIND L,GRISHIN N V,et al.A DNA repair system specific for thermophilic Archaea and bacteria predicted by genomic context analysis[J].Nucleic Acids Research,2002,30(2):482-496. [19] MARTIN J,KRAYSZTOF C,INES F,et al.A programmable dual-RNA-guided DNA endonuclease in adaptive bacterial immunity[J].Science,2012,337(6096):816-821. [20] GASIUNAS G,BARRANGOU R,HORVATH P,et al.Cas9-crRNA ribonucleoprotein complex mediates specific DNA cleavage for adaptive immunity in bacteria[J].Proceedings of the National Academy of Sciences of the United States of America,2012,109(39):E2579-E2586. [21] SANDER J D,JOUNG J K.CRISPR-Cas systems for editing,regulating and targeting genomes[J].Nature Biotechnology,2014,32(4):347-355. [22] 房元杰,张晓爱,魏文康,等.CRISPR-Cas9技术原理及其在猪的应用研究新进展[J].现代畜牧兽医,2021,11:92-96. FANG Y J,ZHANG X A,WEI W K,et al.Principle of CRISPR-Cas9 technology and the new progressofits application in pigs[J].Modern Journal of Animal Husbandry and Veterinary Medicine,2021,11:92-96.(in Chinese) [23] WANG K,OUYANG H,XIE Z,et al.Efficient generation of myostatin mutations in pigs using the CRISPR/Cas9 system[J].Scientific Reports,2015,5:16623. [24] 侯连杰.过表达小鼠UCP1/猪PGC-1α诱导猪脂肪细胞棕色化及其机理初探[D].广州:华南农业大学,2017. HOU L J.Induces pig adipocyte browning through overexpressing mice UCP1 and pig PGC-1α gene,and explore the mechanism[D].Guangzhou:South China Agricutural University,2017.(in Chinese) [25] ZHENG Q T,LIN J,HUANG J J,et al.Reconstitution of UCP1 using CRISPR/Cas9 in the white adipose tissue of pigs decreases fat deposition and improves thermogenic capacity[J].Proceedings of the National Academy of Sciences of the United States of Amirica,2017,114(45):E9474-E9482. [26] 方满新.猪繁殖与呼吸综合征病毒复制及感染影响因素的研究新进展[J].中国预防兽医学报,2021,43(6):679-685. FANG M X.Factors influencing the infection and replication of PRRSV:A review of the novel progress[J].Chinese Journal of Preventive Veterinary Medicine,2021,43(6):679-685.(in Chinese) [27] WHITWORYH K M,ROWLAND R R,EWEN C L,et al.Gene-edited pigs are protected from Porcine reproductive and respiratory syndrome virus[J].Nature Biotechnology,2016,34(1):20-22. [28] WHITWORTH K M,PRATHER R S.Gene editing as applied to prevention of reproductive porcine reproductive and respiratory syndrome[J].Molecular Reproduction and Development,2017,84(9):926-933. [29] BURKARD C,LILLICO S G,REID E,et al.Precision engineering for PRRSV resistance in pigs:Macrophages from genome edited pigs lacking CD163 SRCR5 domain are fully resistant to both PRRSV genotypes while maintaining biological function[J].PLoS Pathogens,2017,13(2):e1006206. [30] WELLS K D,BARDOT R,WHITWORTH K M,et al.Replacement of porcine CD163 scavenger receptor cysteine-rich domain 5 with a CD163-like homolog confers resistance of pigs to genotype 1 but not genotype 2 Porcine reproductive and respiratory syndrome virus[J].Journal of Virology,2017,91(2):e01521-16. [31] CHEN J Y,WANG H T,BAI J H,et al.Generation of pigs resistant to highly pathogenic——Porcine reproductive and respiratory syndrome virus through gene editing of CD163[J].International Journal of Biological Sciences,2019,15(2):481-492. [32] XIE Z,PANG D,YUAN H,et al.Genetically modified pigs are protected from Classical swine fever virus[J].PLoS Pathogens,2018,14(12):e1007193. [33] OH J N,CHOI K H,LEE C K.Multi-resistance strategy for viral diseases and in vitro short hairpin RNA verification method in pigs[J].Asian-Australasian Journal of Animal Sciences,2018,31(4):489-498. [34] YULIA Y S,MARINA V K,ALEXANDRA V B,et al.Gene editing CRISPR/Cas9 system for producing cows with hypoallergenic milk on the background of a beta-lactoglobulin gene knockout[J].E3S Web of Conferences,2020,176:01006. [35] CHRIS P,GUS M,BRUCE W,et al.Livestock breeding for the 21st century:The promise of the editing revolution[J].Frontiers of Agricultural Science and Engineering,2020,7(2):129-135. [36] SHANTHALINGAM S,TIBARY A,BEEVER J E,et al.Precise gene editing paves the way for derivation of Mannheimia haemolytica leukotoxin-resistant cattle[J].Proceedings of the National Academy of Sciences of the United States of Amirica,2016,113(46):13186-13190. [37] YUANPENG G,HAIBO W,YONGSHENG W,et al.Single Cas9 nickase induced generation of NRAMP1 knockin cattle with reduced off-target effects[J].Genome Biology,2017,18(1):13. [38] MALLIKARJUNAPPA S,SHANDILYA U K,SHARMA A,et al.Functional analysis of bovine interleukin-10 receptor alpha in response to Mycobacterium avium subsp.paratuberculosis lysate using CRISPR/Cas9[J].BMC Genetics,2020,21(1):121. [39] 才冬杰.牛病毒性腹泻病毒基因组分析及LDLR敲除对其侵染牛肾细胞的影响[D].北京:中国农业大学,2018. CAI D J.Genomic analysis of bovine viral diarrhea virus and effects of LDLR knockout on its infection of MDBK cells[D].Beijing:China Agricultural University,2018.(in Chinese) [40] KEVIN P S,SUSANNE K,KERSTIN W,et al.A CRISPR/Cas9 generated bovine CD46-knockout cell line—A tool to elucidate the adaptability of Bovine viral diarrhea viruses (BVDV)[J].Viruses,2020,12(8):859. [41] 胡新艳,郭妍婷,赵新艳,等.紧密连接蛋白Occludin影响牛病毒性腹泻病毒感染[J].中国兽医学报,2020,40(11):2119-2126. HU X Y,GUO Y T,ZHAO X Y,et al.Tight junction protein Occludin affects Bovine viral diarrhea virus infection[J].Chinese Journal of Veterinary Science,2020,40(11):2119-2126.(in Chinese) [42] 付 强,陈俊贞,郭妍婷,等.应用CRISPR/Cas9技术敲除SERPINF2基因对牛病毒性腹泻病毒复制的影响[J].生物技术通报,2021,37(5):267-272. FU Q,CHEN J Z,GUO Y T,et al.Effects of knockout of gene SERPINF2 via CRISPR/cas9 on the replication of Bovine viral diarrhea virus[J].Biotechnology Bulletin,2021,37(5):267-272.(in Chinese) [43] ISKEN O,POSTEL A,BRUHN B,et al.CRISPR/Cas9-mediated knockout of DNAJC14 verifies this chaperone as a pivotal host factor for RNA replication of Pestiviruses[J].Journal of Virology,2019,93(5):e01714-18. [44] 史慧君,陈俊贞,葛丽娟,等.UGGT1基因敲低对牛病毒性腹泻病毒复制的影响[J].农业生物技术学报,2021,29(10):1968-1977. SHI H J,CHEN J Z,GE L J,et al.Effect of UGGT1 gene knockdown on the replication of Bovine viral diarrhea virus[J].Journal of Agricultural Biotechnology,2021,29(10):1968-1977.(in Chinese) [45] HE Z,ZHANG T,JIANG L,et al.Use of CRISPR/Cas9 technology efficiently targetted goat myostatin through zygotes microinjection resulting in double-muscled phenotype in goats[J].Bioscience Reports,2018,38(6):BSR20180742. [46] WANG H T,LI T T,HUANG X,et al.Application of genetic modification technologies in molecular design breeding of sheep[J].Yi Chuan,2021,43(6):580-600. [47] ZHOU S,CAI B,HE C,et al.Programmable base editing of the sheep genome revealed no genome-wide off-target mutations[J].Frontiers in Genetics,2019,10:215. [48] NIU Y,JIN M,LI Y,et al.Biallelic β-carotene oxygenase 2 knockout results in yellow fat in sheep via CRISPR/Cas9[J].Animal Genetics,2017,48(2):242-244. [49] WANG X,NIU Y,ZHOU J,et al.Multiplex gene editing via CRISPR/Cas9 exhibits desirable muscle hypertrophy without detectable off-target effects in sheep[J].Scientific Reports,2016,6(1):32271. [50] LI W,LIU C,ZHANG X,et al.CRISPR/Cas9 mediated loss of FGF5 function increases wool staple length in sheep[J].The FASEB Journal,2017,284(17):2764-2773. [51] ZHANG R,LI Y,JIA K,et al.Crosstalk between androgen and Wnt/β-catenin leads to changes of wool density in FGF5-knockout sheep[J].Cell Death & Disease,2020,11(5):407. [52] 冯新宇.基于CRISPR/Cas9介导的绵羊WNT2与FGF5基因编辑研究[D].北京:中国农业科学院,2017. FENG X Y.Knocking out sheep WNT2 and FGF5 gene by CRISPR/Cas9-mediated gene editing[D].Beijing:Chinese Academy of Agricultural Sciences,2017.(in Chinese) [53] ZHOU W,WAN Y,GUO R,et al.Generation of beta-lactoglobulin knock-out goats using CRISPR/Cas9[J].PLoS One,2017,12(10):e0186056. [54] TIAN H,LUO J,ZHANG Z,et al.CRISPR/Cas9-mediated stearoyl-CoA desaturase 1 (SCD1) deficiency affects fatty acid metabolism in goat mammary epithelial cells[J].Journal of Agricultural and Food Chemistry,2018,66(38):10041-10052. [55] ZHANG Y,WANG Y,WANG X,et al.Acetyl-coenzyme A acyltransferase 2 promote the differentiation of sheep precursor adipocytes into adipocytes[J].Journal of Cellular Biochemistry,2018,120:1794-1806. [56] NI W,QIAO J,HU S,et al.Efficient gene knockout in goats using CRISPR/Cas9 system[J].PLoS One,2014,9(9):e106718. [57] HU S,YANG M,POLEJAEVA I.360 double knockout of goat myostatin and prion protein gene using clustered regularly interspaced short palindromic repeat (CRISPR)/Cas9 systems[J].Reproduction Fertility and Development,2015,27(1):268. [58] MENCHACA A,MULET A P,DOS SANTOS NETO P C,et al.Abstracts from the UC Davis transgenic animal research conference Ⅺ:August 13-17,2017[J].Transgenic Research,2018,27(5):467-487. [59] 张 蕾,张海波,章敬旗,等.CRISPR/Cas9系统在家禽中应用研究进展[J].中国畜牧兽医,2020,47(1):140-147. ZHANG L,ZHANG H B,ZHANG J Q,et al.Research progress on application of CRISPR/Cas9 system in poultry[J].China Animal Husbandry & Veterinary Medicine,2020,47(1):140-147.(in Chinese) [60] LARKINA T,KRUTIKOVA A,PEGLIVANYAN G,et al.Development of optimal technological approaches for obtaining PGCs in Pushkin breed chickens for further transformation by the CRISPR/Cas9 system[J].The FASEB Journal,2021,35(S1):e05031. [61] JOONBUM L,DONG H K,KICHOON L.Current approaches and applications in avian genome editing[J].International Journal of Molecular Sciences,2020,21(11):3937. [62] KIM G D,LEE J H,SONG S,et al.Generation of myostatin-knockout chickens mediated by D10A-Cas9 nickase[J].The FASEB Journal,2020,34(4):5688-5696. [63] PARK T S,PARK J,LEE J H,et al.Disruption of G0/G1 switch gene 2 (G0S2) reduced abdominal fat deposition and altered fatty acid composition in chicken[J].The FASEB Journal,2019,33(1):1188-1198. [64] LEE H J,YOON J W,JUNG K M,et al.Targeted gene insertion into Z chromosome of chicken primordial germ cells for avian sexing model development[J].The FASEB Journal,2019,33(7):8519-8529. [65] ZHANG Y,WANG Y,ZUO Q,et al.CRISPR/Cas9 mediated chicken Stra8 gene knockout and inhibition of male germ cell differentiation[J].PLoS One,2017,12(2):e0172207. [66] LUIZA C P,DOROTA S.CRISPR/Cas9 gene editing in a chicken model:Current approaches and applications[J].Journal of Applied Genetics,2020,61(6):221-229. [67] LIU Y,XU Z,ZHANG Y,et al.Marek’s disease virus as a CRISPR/Cas9 delivery system to defend against Avian leukosis virus infection in chickens[J].Veterinary Microbiology,2020,242:108589. [68] CHAI N,BATES P.Na+/H+ exchanger type 1 is a receptor for pathogenic subgroup J Avian leukosisvirus[J].Proceedings of the National Academy of Sciences of the United States of America,2006,103(14):5531-5536. [69] LEE H J,LEE K Y,JUNG K M,et al.Precise gene editing of chicken Na+/H+ exchange type 1 (chNHE1) confers resistance to Avian leukosis virus subgroup J (ALV-J)[J].Developmental and Comparative Immunology,2017,77:340-349. [70] KOSLOVA A,TREFIL P,MUCKSOVA J,et al.Precise CRISPR/Cas9 editing of the NHE1 gene renders chickens resistant to the J subgroup of Avian leukosis virus[J].Proceedings of the National Academy of Sciences of the United States of America,2020,117(4):2108-2112. [71] KUCEROVA D,PLACHY J,REINISOVA M,et al.Nonconserved tryptophan 38 of the cell surface receptor for subgroup J Avian leukosis virus discriminates sensitive from resistant avian species[J].Journal of Virology,2013,87(15):8399-8407. [72] LI Y,REDDY K,REID S M,et al.Recombinant Herpesvirus of turkeys as a vector-based vaccine against highly pathogenic H7N1 avian influenza and Marek’s disease[J].Vaccine,2011,29(46):8257-8266. [73] TANG N,ZHANG Y,PEDREERA M,et al.A simple and rapid approach to develop recombinant Avian herpesvirus vectored vaccines using CRISPR/Cas9 system[J].Vaccine,2018,36(5):716-722. [74] LIU L,WANG T,WANG M,et al.Recombinant Turkey herpesvirus expressing H9 hemagglutinin providing protection against H9N2 avian influenza[J].Virology,2019,529:7-15. [75] CUI J,TECHAKRIENGKRAI N,NEDUMPUN T,et al.Abrogation of PRRSV infectivity by CRISPR-Cas13b-mediated viral RNA cleavage in mammalian cells[J].Scientific Reports,2020,10:9617. |
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