Abstract
Artificial and natural selective breeding of goats has resulted in many different goat breeds all around the world. Norduz goat is one of these breeds, and it is a local goat breed of Turkey. The goats are favorable due to pre-weaning viability and reproduction values compared to the regional breeds. Development in sequencing technologies has let to understand huge genomic structures and complex phenotypes. Until now, such a comprehensive study has not been carried out to understand the genomic structure of the Norduz goats, yet. In the study, the next-generation sequencing was carried out to understand the genomic structure of Norduz goat. Real-time PCR was used to evaluate prominent CNVs in the Norduz goat individuals. Whole genome of the goat was constructed with an average of 33.1X coverage level. In the stringent filtering condition, 9,757,980 SNPs, 1,536,715 InDels, and 290 CNVs were detected in the Norduz goat genome. Functional analysis of high-impact SNP variations showed that the classical complement activation biological process was affected significantly in the goat. CNVs in the goat genome were found in genes related to defense against viruses, immune response, and cell membrane transporters. It was shown that GBP2, GBP5, and mammalian ortholog GBP1, which are INF-stimulated GTPases, were found to be high copy numbers in the goats. To conclude, genetic variations mainly in immunological response processes suggest that Norduz goat is an immunologically improved goat breed and natural selection could take an important role in the genetical improvements of the goats.
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Data availability
The datasets generated and analyzed during the current study are available in the NCBI SRA database (BioProject ID: PRJNA789698).
References
Akça E, Arocena J, Kiliç S, Dingil M, Kapur S (2010) Preliminary chemical and micromorphological observations on Urartu (800–600 B.C.) ceramics, eastern Turkey. Geoarchaeology 25:233–244. https://doi.org/10.1002/gea.20307
Arslan M (2020) A new primer designing for PCR-RFLP analysis of A and B genetic variants of bovine kappa-casein. Harran Univ Vet Fak Derg 9:6–11. https://doi.org/10.31196/huvfd.651821
Arslan M (2022) Effects of centrifugation and washing of freeze-thawed blood on isolated DNA characteristics. Turk J Vet Anim Sci 46:130–138. https://doi.org/10.3906/vet-2106-94
Assaraf YG (2007) Molecular basis of antifolate resistance. Cancer Metastasis Rev 26:153–181. https://doi.org/10.1007/s10555-007-9049-z
Bingol M, Gokdal O, Aygun T, Yilmaz A, Daskiran I (2012) Some productive characteristics and body measurements of Norduz goats of Turkey. Trop Anim Health Prod 44:545–550. https://doi.org/10.1007/s11250-011-9934-x
Bingol M, DaskIran İ, Yılmaz A (2014) A description of growth performances of Norduz kids and milk yield of Norduz goat. Bulg J Agric Sci 20:690–698
Bockaert J, Pin JP (1999) Molecular tinkering of G protein-coupled receptors: an evolutionary success. Embo J 18:1723–1729. https://doi.org/10.1093/emboj/18.7.1723
Bohlson SS, Fraser DA, Tenner AJ (2007) Complement proteins C1q and MBL are pattern recognition molecules that signal immediate and long-term protective immune functions. Mol Immunol 44:33–43. https://doi.org/10.1016/j.molimm.2006.06.021
Braun E, Hotter D, Koepke L, Zech F, Groß R et al (2019) Guanylate-binding proteins 2 and 5 exert broad antiviral activity by inhibiting furin-mediated processing of viral envelope proteins. Cell Rep 27:2092-2104.e2010. https://doi.org/10.1016/j.celrep.2019.04.063
Cheng YS, Colonno RJ, Yin FH (1983) Interferon induction of fibroblast proteins with guanylate binding activity. J Biol Chem 258:7746–7750. https://doi.org/10.1016/S0021-9258(18)32242-7
Chowdhury SMZH, Nazir KHMNH, Hasan S, Kabir A, Mahmud MM et al (2019) Whole genome analysis of Black Bengal goat from Savar Goat Farm Bangladesh. BMC Res Notes 12:687. https://doi.org/10.1186/s13104-019-4700-7
Cinar-Kul B, Ertugrul O (2011) mtDNA diversity and phylogeography of some Turkish native goat breeds. Ankara Üniv Vet Fak Derg 2:129–134
Cinar-Kul B, Bilgen N, Lenstra JA, Korkmaz Agaoglu O, Akyuz B et al (2015) Y-chromosomal variation of local goat breeds of Turkey close to the domestication centre. J Anim Breed Genet 132:449–453. https://doi.org/10.1111/jbg.12154
Das A, Panitz F, Gregersen VR, Bendixen C, Holm L-E (2015) Deep sequencing of Danish Holstein dairy cattle for variant detection and insight into potential loss-of-function variants in protein coding genes. BMC Genomics 16:1043. https://doi.org/10.1186/s12864-015-2249-y
Daskiran I, Cedden F, Bingöl M (2004) Norduz goat of east Anatolia. J Anim Vet Adv 3:881–883
Daskiran İ, Kor A, Bingol M (2006) Slaughter and carcass characteristics of Norduz male kids raised in either intensive or pasture conditions. Pak J Nutr 5:274–277
Daskiran I, Cedden F, Bingol M, Apkin Y (2008) Some physical characteristics of coarse fibre obtained from Norduz goat. J Anim Vet Adv 7:545–547
Daskiran I, Bingol M, Karaca S, Yilmaz A, Cetin AO et al (2010) The effect of feeding system on fattening performance, slaughter, and carcass characteristics of Norduz male kids. Trop Anim Health Prod 42:1459–1463. https://doi.org/10.1007/s11250-010-9577-3
de Roux N, Genin E, Carel JC, Matsuda F, Chaussain JL et al (2003) Hypogonadotropic hypogonadism due to loss of function of the KiSS1-derived peptide receptor GPR54. Proc Natl Acad Sci USA 100:10972–10976. https://doi.org/10.1073/pnas.1834399100
Di Gerlando R, Mastrangelo S, Moscarelli A, Tolone M, Sutera AM et al (2020) Genomic structural diversity in local goats: analysis of copy-number variations. Animals 10:1040
Doan R, Cohen ND, Sawyer J, Ghaffari N, Johnson CD et al (2012) Whole-genome sequencing and genetic variant analysis of a Quarter Horse mare. BMC Genomics 13:78. https://doi.org/10.1186/1471-2164-13-78
Dong Y, Xie M, Jiang Y, Xiao N, Du X et al (2013) Sequencing and automated whole-genome optical mapping of the genome of a domestic goat (Capra hircus). Nat Biotechnol 31:135–141. https://doi.org/10.1038/nbt.2478
Dong Y, Zhang X, Xie M, Arefnezhad B, Wang Z et al (2015) Reference genome of wild goat (capra aegagrus) and sequencing of goat breeds provide insight into genic basis of goat domestication. BMC Genomics 16:431. https://doi.org/10.1186/s12864-015-1606-1
Dwyer CM, Conington J, Corbiere F, Holmøy IH, Muri K et al (2016) Invited review: Improving neonatal survival in small ruminants: science into practice. Animal 10:449–459. https://doi.org/10.1017/s1751731115001974
Fan WL, Ng CS, Chen CF, Lu MY, Chen YH et al (2013) Genome-wide patterns of genetic variation in two domestic chickens. Genome Biol Evol 5:1376–1392. https://doi.org/10.1093/gbe/evt097
Ferrara JL, Reddy P (2006) Pathophysiology of graft-versus-host disease. Semin Hematol 43:3–10. https://doi.org/10.1053/j.seminhematol.2005.09.001
Fontanesi L, Beretti F, Riggio V, Gómez González E, Dall’Olio S et al (2009) Copy number variation and missense mutations of the agouti signaling protein (ASIP) gene in goat breeds with different coat colors. Cytogenet Genome Res 126:333–347. https://doi.org/10.1159/000268089
Funes S, Hedrick JA, Vassileva G, Markowitz L, Abbondanzo S et al (2003) The KiSS-1 receptor GPR54 is essential for the development of the murine reproductive system. Biochem Biophys Res Commun 312:1357–1363. https://doi.org/10.1016/j.bbrc.2003.11.066
Godden SM, Lombard JE, Woolums AR (2019) Colostrum management for dairy calves. Vet Clin North Am Food Anim Pract 35:535–556. https://doi.org/10.1016/j.cvfa.2019.07.005
Gökce B (2020) Animals and animal husbandry in the urartian kingdom: an evaluation from the evidence provided in cuneiform inscriptions, archaeological finds and depictions. Phaselis VI 35–57. https://doi.org/10.18367/Pha.20004
Guermonprez P, Valladeau J, Zitvogel L, Théry C, Amigorena S (2002) Antigen presentation and T cell stimulation by dendritic cells. Annu Rev Immunol 20:621–667. https://doi.org/10.1146/annurev.immunol.20.100301.064828
Itsui Y, Sakamoto N, Kakinuma S, Nakagawa M, Sekine-Osajima Y et al (2009) Antiviral effects of the interferon-induced protein guanylate binding protein 1 and its interaction with the hepatitis C virus NS5B protein. Hepatology 50:1727–1737
Janeway CA Jr (1989) Approaching the asymptote? Evolution and revolution in immunology. Cold Spring Harb Symp Quant Biol 54(Pt 1):1–13. https://doi.org/10.1101/sqb.1989.054.01.003
Jansen JC, Cirak S, van Scherpenzeel M, Timal S, Reunert J et al (2016) CCDC115 deficiency causes a disorder of golgi homeostasis with abnormal protein glycosylation. Am J Hum Genet 98:310–321. https://doi.org/10.1016/j.ajhg.2015.12.010
Jeong E, Lee JY (2011) Intrinsic and extrinsic regulation of innate immune receptors. Yonsei Med J 52:379–392. https://doi.org/10.3349/ymj.2011.52.3.379
Jun J, Cho YS, Hu H, Kim H-M, Jho S et al (2014) Whole genome sequence and analysis of the Marwari horse breed and its genetic origin. BMC Genomics 15:S4–S4. https://doi.org/10.1186/1471-2164-15-S9-S4
Kawahara-Miki R, Tsuda K, Shiwa Y, Arai-Kichise Y, Matsumoto T et al (2011) Whole-genome resequencing shows numerous genes with nonsynonymous SNPs in the Japanese native cattle Kuchinoshima-Ushi. BMC Genomics 12:103. https://doi.org/10.1186/1471-2164-12-103
Kim SW, Park SB, Kim MJ, Kim DH, Yim D-G (2014) Effects of different levels of concentrate in the diet on physicochemical traits of Korean native black goat meats. Korean J Food Sci Anim Resour 34:457–463. https://doi.org/10.5851/kosfa.2014.34.4.457
Kim ES, Elbeltagy AR, Aboul-Naga AM, Rischkowsky B, Sayre B et al (2016) Multiple genomic signatures of selection in goats and sheep indigenous to a hot arid environment. Heredity 116:255–264. https://doi.org/10.1038/hdy.2015.94
Kolev M, Le Friec G, Kemper C (2014) Complement–tapping into new sites and effector systems. Nat Rev Immunol 14:811–820. https://doi.org/10.1038/nri3761
Krapp C, Hotter D, Gawanbacht A, McLaren Paul J, Kluge Silvia F et al (2016) Guanylate Binding Protein (GBP) 5 is an interferon-inducible inhibitor of HIV-1 infectivity. Cell Host Microbe 19:504–514. https://doi.org/10.1016/j.chom.2016.02.019
Landry Y, Gies JP (2008) Drugs and their molecular targets: an updated overview. Fundam Clin Pharmacol 22:1–18. https://doi.org/10.1111/j.1472-8206.2007.00548.x
Lee KT, Chung WH, Lee SY, Choi JW, Kim J et al (2013) Whole-genome resequencing of Hanwoo (Korean cattle) and insight into regions of homozygosity. BMC Genomics 14:519. https://doi.org/10.1186/1471-2164-14-519
Lee W, Ahn S, Taye M, Sung S, Lee H-J et al (2016) Detecting positive selection of korean native goat populations using next-generation sequencing. Mol Cells 39:862–868. https://doi.org/10.14348/molcells.2016.0219
Li LF, Yu J, Li Y, Wang J, Li S et al (2016) Guanylate-binding protein 1, an interferon-induced gtpase, exerts an antiviral activity against classical swine fever virus depending on its GTPase activity. J Virol 90:4412–4426. https://doi.org/10.1128/jvi.02718-15
Luikart G, Gielly L, Excoffier L, Vigne JD, Bouvet J et al (2001) Multiple maternal origins and weak phylogeographic structure in domestic goats. Proc Natl Acad Sci USA 98:5927–5932. https://doi.org/10.1073/pnas.091591198
MacHugh DE, Bradley DG (2001) Livestock genetic origins: goats buck the trend. Proc Natl Acad Sci USA 98:5382–5384. https://doi.org/10.1073/pnas.111163198
Makina SO, Muchadeyi FC, van Marle-Köster E, Taylor JF, Makgahlela ML et al (2015) Genome-wide scan for selection signatures in six cattle breeds in South Africa. Genet Sel Evol 47:92. https://doi.org/10.1186/s12711-015-0173-x
Manzari Z, Mehrabani-Yeganeh H, Nejati-Javaremi A, Moradi MH, Gholizadeh M (2019) Detecting selection signatures in three Iranian sheep breeds. Anim Genet 50:298–302. https://doi.org/10.1111/age.12772
Martchenko D, Chikhi R, Shafer ABA (2020) Genome assembly and analysis of the North American mountain goat (Oreamnos americanus) reveals species-level responses to extreme environments. G3 (Bethesda, Md.) 10:437–442. https://doi.org/10.1534/g3.119.400747
McCoy MH, Montgomery DL, Bratanich AC, Cavender J, Scharko PB et al (2007) Serologic and reproductive findings after a herpesvirus-1 abortion storm in goats. J Am Vet Med Assoc 231:1236–1239. https://doi.org/10.2460/javma.231.8.1236
Naderi S, Rezaei HR, Pompanon F, Blum MG, Negrini R et al (2008) The goat domestication process inferred from large-scale mitochondrial DNA analysis of wild and domestic individuals. Proc Natl Acad Sci USA 105:17659–17664. https://doi.org/10.1073/pnas.0804782105
Neefjes J, Jongsma MLM, Paul P, Bakke O (2011) Towards a systems understanding of MHC class I and MHC class II antigen presentation. Nat Rev Immunol 11:823–836. https://doi.org/10.1038/nri3084
Orsini F, De Blasio D, Zangari R, Zanier ER, De Simoni M-G (2014) Versatility of the complement system in neuroinflammation, neurodegeneration and brain homeostasis. Front Cell Neurosci 8:380. https://doi.org/10.3389/fncel.2014.00380
Pereira F, Queiros S, Gusmao L, Nijman IJ, Cuppen E et al (2009) Tracing the history of goat pastoralism: new clues from mitochondrial and Y chromosome DNA in North Africa. Mol Biol Evol 26:2765–2773. https://doi.org/10.1093/molbev/msp200
Prager I, Watzl C (2019) Mechanisms of natural killer cell-mediated cellular cytotoxicity. J Leukoc Biol 105:1319–1329. https://doi.org/10.1002/jlb.mr0718-269r
Qian B, Soyer OS, Neubig RR, Goldstein RA (2003) Depicting a protein’s two faces: GPCR classification by phylogenetic tree-based HMMs. FEBS Lett 554:95–99. https://doi.org/10.1016/s0014-5793(03)01112-8
Ren W, Huang C, Ma X, La Y, Chu M et al (2022) Association of HSF1 gene copy number variation with growth traits in the Ashidan yak. Gene 842:146798. https://doi.org/10.1016/j.gene.2022.146798
Ricklin D, Hajishengallis G, Yang K, Lambris JD (2010) Complement: a key system for immune surveillance and homeostasis. Nat Immunol 11:785–797. https://doi.org/10.1038/ni.1923
Roperto F, Pratelli A, Guarino G, Ambrosio V, Tempesta M et al (2000) Natural caprine herpesvirus 1 (CpHV-1) infection in kids. J Comp Pathol 122:298–302. https://doi.org/10.1053/jcpa.1999.0375
Rowland RR, Lunney J, Dekkers J (2012) Control of porcine reproductive and respiratory syndrome (PRRS) through genetic improvements in disease resistance and tolerance. Front Genet 3:260. https://doi.org/10.3389/fgene.2012.00260
Schelle L, Côrte-Real JV, Esteves PJ, Abrantes J, Baldauf H-M (2022) Functional cross-species conservation of guanylate-binding proteins in innate immunity. Med Microbiol Immunol 13:1–12. https://doi.org/10.1007/s00430-022-00736-7
Schöneberg T, Schulz A, Biebermann H, Hermsdorf T, Römpler H et al (2004) Mutant G-protein-coupled receptors as a cause of human diseases. Pharmacol Ther 104:173–206. https://doi.org/10.1016/j.pharmthera.2004.08.008
Seminara SB, Messager S, Chatzidaki EE, Thresher RR, Acierno JS Jr et al (2003) The GPR54 gene as a regulator of puberty. N Engl J Med 349:1614–1627. https://doi.org/10.1056/NEJMoa035322
Sharma A, Park J-E, Chai H-H, Jang G-W, Lee S-H et al (2017) Next generation sequencing in livestock species—a review. JABG 1:23–30
Siddiki AZ, Baten A, Billah M, Alam MAU, Shawrob KSM et al (2019) The genome of the Black Bengal goat (Capra hircus). BMC Res Notes 12:362. https://doi.org/10.1186/s13104-019-4400-3
Staeheli P, Prochazka M, Steigmeier PA, Haller O (1984) Genetic control of interferon action: Mouse strain distribution and inheritance of an induced protein with guanylate-binding property. Virology 137:135–142. https://doi.org/10.1016/0042-6822(84)90016-3
Tempesta M, Buonavoglia D, Sagazio P, Pratelli A, Buonavoglia C (1998) Natural reactivation of caprine herpesvirus 1 in latently infected goats. Vet Rec 143:200. https://doi.org/10.1136/vr.143.7.200
Tempesta M, Greco G, Camero M, Bozzo G, Guarda F et al (2002) Virological and histological findings in goats infected by caprine herpesvirus 1. New Microbiol 25:281–284
Tenenbaum-Rakover Y, Commenges-Ducos M, Iovane A, Aumas C, Admoni O et al (2007) Neuroendocrine phenotype analysis in five patients with isolated hypogonadotropic hypogonadism due to a L102P inactivating mutation of GPR54. J Clin Endocrinol Metab 92:1137–1144. https://doi.org/10.1210/jc.2006-2147
Van de Perre P (2003) Transfer of antibody via mother’s milk. Vaccine 21:3374–3376. https://doi.org/10.1016/s0264-410x(03)00336-0
Vestal DJ, Jeyaratnam JA (2011) The guanylate-binding proteins: emerging insights into the biochemical properties and functions of this family of large interferon-induced guanosine triphosphatase. J Interferon Cytokine Res 31:89–97. https://doi.org/10.1089/jir.2010.0102
Vuono EA, Ramirez-Medina E, Berggren K, Rai A, Pruitt S et al (2020) Swine host protein coiled-coil domain-containing 115 (CCDC115) interacts with classical swine fever virus structural glycoprotein E2 during virus replication. Viruses 12:388. https://doi.org/10.3390/v12040388
Wang X, Nahashon S, Feaster TK, Bohannon-Stewart A, Adefope N (2010) An initial map of chromosomal segmental copy number variations in the chicken. BMC Genomics 11:351. https://doi.org/10.1186/1471-2164-11-351
Watzl C (2014) How to trigger a killer: modulation of natural killer cell reactivity on many levels. Adv Immunol 124:137–170. https://doi.org/10.1016/b978-0-12-800147-9.00005-4
Williams NM, Vickers ML, Tramontin RR, Petrites-Murphy MB, Allen GP (1997) Multiple abortions associated with caprine herpesvirus infection in a goat herd. J Am Vet Med Assoc 211:89–91
Wu F, Zhang W, Song Q-Q, Li H-H, Xu M-S et al (2019) Association analysis of polymorphisms of G protein-coupled receptor 54 gene exons with reproductive traits in Jiaxing Black sows. Asian-Australas J Anim Sci 32:1104–1111. https://doi.org/10.5713/ajas.18.0827
Xu Y, Jiang Y, Shi T, Cai H, Lan X et al (2017) Whole-genome sequencing reveals mutational landscape underlying phenotypic differences between two widespread Chinese cattle breeds. PLoS ONE 12:e0183921. https://doi.org/10.1371/journal.pone.0183921
Ye J, Coulouris G, Zaretskaya I, Cutcutache I, Rozen S et al (2012) Primer-BLAST: a tool to design target-specific primers for polymerase chain reaction. BMC Bioinf 13:134. https://doi.org/10.1186/1471-2105-13-134
Zeder MA (2008) Domestication and early agriculture in the Mediterranean Basin: Origins, diffusion, and impact. Proc Natl Acad Sci USA 105:11597–11604. https://doi.org/10.1073/pnas.0801317105
Zhao R, Goldman ID (2003) Resistance to antifolates. Oncogene 22:7431–7457. https://doi.org/10.1038/sj.onc.1206946
Acknowledgements
The author thanks Prof. Suphi Deniz for his direction, encouragement, and supports, Murat Toson for his aids in the sampling, Dr. Halil Kurt, Can Holyavkin, and Halil İbrahim Kısakesen for their bioinformatical supports, Dr. Ergi Terzioğlu for his supports.
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This work was supported by Van Yüzüncü Yıl University, Research Projects Coordination Unit (Project No: TSA-2019–7659).
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Arslan, M. Whole-genome sequencing and genomic analysis of Norduz goat (Capra hircus). Mamm Genome 34, 437–448 (2023). https://doi.org/10.1007/s00335-023-09990-3
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DOI: https://doi.org/10.1007/s00335-023-09990-3