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Masharing N, Sodhi M, Chanda D, Singh I, Vivek P, Tiwari M, Kumari P, Mukesh M. ddRAD sequencing based genotyping of six indigenous dairy cattle breeds of India to infer existing genetic diversity and population structure. Sci Rep 2023; 13:9379. [PMID: 37296129 PMCID: PMC10256769 DOI: 10.1038/s41598-023-32418-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Accepted: 03/27/2023] [Indexed: 06/12/2023] Open
Abstract
The present investigation aimed to identify genome wide SNPs and to carry out diversity and population structure study using ddRAD-seq based genotyping of 58 individuals of six indigenous milch cattle breeds (Bos indicus) such as Sahiwal, Gir, Rathi, Tharparkar, Red Sindhi and Kankrej of India. A high percentage of reads (94.53%) were mapped to the Bos taurus (ARS-UCD1.2) reference genome assembly. Following filtration criteria, a total of 84,027 high quality SNPs were identified across the genome of 6 cattle breeds with the highest number of SNPs observed in Gir (34,743), followed by Red Sindhi (13,092), Kankrej (12,812), Sahiwal (8956), Tharparkar (7356) and Rathi (7068). Most of these SNPs were distributed in the intronic regions (53.87%) followed by intergenic regions (34.94%) while only 1.23% were located in the exonic regions. Together with analysis of nucleotide diversity (π = 0.373), Tajima's D (D value ranging from - 0.295 to 0.214), observed heterozygosity (HO ranging from 0.464 to 0.551), inbreeding coefficient (FIS ranging from - 0.253 to 0.0513) suggested for the presence of sufficient within breed diversity in the 6 major milch breeds of India. The phylogenetic based structuring, principal component and admixture analysis revealed genetic distinctness as well as purity of almost all of the 6 cattle breeds. Overall, our strategy has successfully identified thousands of high-quality genome wide SNPs that will further enrich the Bos indicus representation basic information about genetic diversity and structure of 6 major Indian milch cattle breeds which should have implications for better management and conservation of valuable indicine cattle diversity.
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Affiliation(s)
- Nampher Masharing
- Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, India
- Animal Biotechnology Center, ICAR-National Dairy Research Institute, Karnal, Haryana, India
| | - Monika Sodhi
- Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, India
| | - Divya Chanda
- Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, India
| | - Inderpal Singh
- Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, India
| | - Prince Vivek
- Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, India
| | - Manish Tiwari
- Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, India
- Animal Biotechnology Center, ICAR-National Dairy Research Institute, Karnal, Haryana, India
| | - Parvesh Kumari
- Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, India
| | - Manishi Mukesh
- Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, India.
- ICAR-NBAGR, Karnal, Haryana, 132001, India.
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Bozlak E, Radovic L, Remer V, Rigler D, Allen L, Brem G, Stalder G, Castaneda C, Cothran G, Raudsepp T, Okuda Y, Moe KK, Moe HH, Kounnavongsa B, Keonouchanh S, Van NH, Vu VH, Shah MK, Nishibori M, Kazymbet P, Bakhtin M, Zhunushov A, Paul RC, Dashnyam B, Nozawa K, Almarzook S, Brockmann GA, Reissmann M, Antczak DF, Miller DC, Sadeghi R, von Butler-Wemken I, Kostaras N, Han H, Manglai D, Abdurasulov A, Sukhbaatar B, Ropka-Molik K, Stefaniuk-Szmukier M, Lopes MS, da Câmara Machado A, Kalashnikov VV, Kalinkova L, Zaitev AM, Novoa-Bravo M, Lindgren G, Brooks S, Rosa LP, Orlando L, Juras R, Kunieda T, Wallner B. Refining the evolutionary tree of the horse Y chromosome. Sci Rep 2023; 13:8954. [PMID: 37268661 DOI: 10.1038/s41598-023-35539-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Accepted: 05/19/2023] [Indexed: 06/04/2023] Open
Abstract
The Y chromosome carries information about the demography of paternal lineages, and thus, can prove invaluable for retracing both the evolutionary trajectory of wild animals and the breeding history of domesticates. In horses, the Y chromosome shows a limited, but highly informative, sequence diversity, supporting the increasing breeding influence of Oriental lineages during the last 1500 years. Here, we augment the primary horse Y-phylogeny, which is currently mainly based on modern horse breeds of economic interest, with haplotypes (HT) segregating in remote horse populations around the world. We analyze target enriched sequencing data of 5 Mb of the Y chromosome from 76 domestic males, together with 89 whole genome sequenced domestic males and five Przewalski's horses from previous studies. The resulting phylogeny comprises 153 HTs defined by 2966 variants and offers unprecedented resolution into the history of horse paternal lineages. It reveals the presence of a remarkable number of previously unknown haplogroups in Mongolian horses and insular populations. Phylogenetic placement of HTs retrieved from 163 archaeological specimens further indicates that most of the present-day Y-chromosomal variation evolved after the domestication process that started around 4200 years ago in the Western Eurasian steppes. Our comprehensive phylogeny significantly reduces ascertainment bias and constitutes a robust evolutionary framework for analyzing horse population dynamics and diversity.
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Affiliation(s)
- Elif Bozlak
- Institute of Animal Breeding and Genetics, University of Veterinary Medicine Vienna, 1210, Vienna, Austria
- Vienna Graduate School of Population Genetics, University of Veterinary Medicine Vienna, 1210, Vienna, Austria
| | - Lara Radovic
- Institute of Animal Breeding and Genetics, University of Veterinary Medicine Vienna, 1210, Vienna, Austria
- Vienna Graduate School of Population Genetics, University of Veterinary Medicine Vienna, 1210, Vienna, Austria
| | - Viktoria Remer
- Institute of Animal Breeding and Genetics, University of Veterinary Medicine Vienna, 1210, Vienna, Austria
| | - Doris Rigler
- Institute of Animal Breeding and Genetics, University of Veterinary Medicine Vienna, 1210, Vienna, Austria
| | - Lucy Allen
- Institute of Animal Breeding and Genetics, University of Veterinary Medicine Vienna, 1210, Vienna, Austria
| | - Gottfried Brem
- Institute of Animal Breeding and Genetics, University of Veterinary Medicine Vienna, 1210, Vienna, Austria
| | - Gabrielle Stalder
- Research Institute of Wildlife Ecology, University of Veterinary Medicine Vienna, 1210, Vienna, Austria
| | - Caitlin Castaneda
- School of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station, TX, 77843, USA
| | - Gus Cothran
- School of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station, TX, 77843, USA
| | - Terje Raudsepp
- School of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station, TX, 77843, USA
| | - Yu Okuda
- Museum of Dinosaur Research, Okayama University of Science, Okayama, Japan
| | - Kyaw Kyaw Moe
- Department of Pathology and Microbiology, University of Veterinary Science, Yezin, Nay Pyi Taw, 05282, Myanmar
| | - Hla Hla Moe
- Department of Genetics and Animal Breeding, University of Veterinary Science, Yezin, Nay Pyi Taw, 05282, Myanmar
| | - Bounthavone Kounnavongsa
- National Agriculture and Forestry Research Institute (Lao) Resources, Livestock Research Center, Xaythany District, Vientiane, Laos
| | - Soukanh Keonouchanh
- Faculty of Animal Science and Veterinary Medicine, University of Agriculture and Forestry, Hue University, Hue, Vietnam
| | - Nguyen Huu Van
- Faculty of Animal Science and Veterinary Medicine, University of Agriculture and Forestry, Hue University, Hue, Vietnam
| | - Van Hai Vu
- Faculty of Animal Science and Veterinary Medicine, University of Agriculture and Forestry, Hue University, Hue, Vietnam
| | - Manoj Kumar Shah
- Faculty of Animal Science, Veterinary Science and Fisheries, Agriculture and Forestry University, Rampur, 44209, Nepal
| | - Masahide Nishibori
- Graduate School of Integrated Sciences for Life, Hiroshima University, Higashi-Hiroshima, 739-8528, Japan
| | - Polat Kazymbet
- Radiobiological Research Institute, JSC Astana Medical University, Astana, 010000, Republic of Kazakhstan
| | - Meirat Bakhtin
- Institute of Biotechnology, National Academy of Sciences of the Kyrgyz Republic, Bishkek, 720071, Kyrgyz Republic
| | - Asankadyr Zhunushov
- Institute of Biotechnology, National Academy of Sciences of the Kyrgyz Republic, Bishkek, 720071, Kyrgyz Republic
| | - Ripon Chandra Paul
- Graduate School of Environmental and Life Science, Okayama University, Okayama, Japan
- Faculty of Animal Science and Veterinary Medicine, Patuakhali Science and Technology University, Barishal, Bangladesh
| | - Bumbein Dashnyam
- Institute of Biological Sciences, Mongolian Academy of Sciences, Ulaan Baator, Mongolia
| | - Ken Nozawa
- Primate Research Institute, Kyoto University, Aichi, Japan
| | - Saria Almarzook
- Albrecht Daniel Thaer-Institut, Humboldt-Universität zu Berlin, 10115, Berlin, Germany
| | - Gudrun A Brockmann
- Albrecht Daniel Thaer-Institut, Humboldt-Universität zu Berlin, 10115, Berlin, Germany
| | - Monika Reissmann
- Baker Institute for Animal Health, College of Veterinary Medicine, Cornell University, Ithaca, NY, 14853, USA
| | - Douglas F Antczak
- Baker Institute for Animal Health, College of Veterinary Medicine, Cornell University, Ithaca, NY, 14853, USA
| | - Donald C Miller
- Baker Institute for Animal Health, College of Veterinary Medicine, Cornell University, Ithaca, NY, 14853, USA
| | - Raheleh Sadeghi
- Baker Institute for Animal Health, College of Veterinary Medicine, Cornell University, Ithaca, NY, 14853, USA
| | - Ines von Butler-Wemken
- Barb Horse Breeding Organisation VFZB E. V., Verein der Freunde und Züchter Des Berberpferdes E.V., Kirchgasse 11, 67718, Schmalenberg, Germany
| | | | - Haige Han
- Inner Mongolia Key Laboratory of Equine Genetics, Breeding and Reproduction, College of Animal Science, Equine Research Center, Inner Mongolia Agricultural University, Hohhot, 010018, China
| | - Dugarjaviin Manglai
- Inner Mongolia Key Laboratory of Equine Genetics, Breeding and Reproduction, College of Animal Science, Equine Research Center, Inner Mongolia Agricultural University, Hohhot, 010018, China
| | - Abdugani Abdurasulov
- Department of Agriculture, Faculty of Natural Sciences and Geography, Osh State University, 723500, Osh, Kyrgyzstan
| | - Boldbaatar Sukhbaatar
- Sector of Surveillance and Diagnosis of Infectious Diseases, State Central Veterinary Laboratory, Ulaanbaatar, 17024, Mongolia
| | - Katarzyna Ropka-Molik
- National Research Institute of Animal Production, Animal Molecular Biology, 31-047, Cracow, Poland
| | | | - Maria Susana Lopes
- Biotechnology Centre of Azores, University of Azores, 9700-042, Angra do Heroísmo, Portugal
| | | | | | - Liliya Kalinkova
- All-Russian Research Institute for Horse Breeding, Ryazan, 391105, Russia
| | - Alexander M Zaitev
- All-Russian Research Institute for Horse Breeding, Ryazan, 391105, Russia
| | - Miguel Novoa-Bravo
- Genética Animal de Colombia SAS., Av. Calle 26 #69-76, 111071, Bogotá, Colombia
| | - Gabriella Lindgren
- Department of Animal Breeding and Genetics, Swedish University of Agricultural Sciences, 75007, Uppsala, Sweden
- Department of Biosystems, Center for Animal Breeding and Genetics, KU Leuven, 3001, Leuven, Belgium
| | - Samantha Brooks
- Department of Animal Science, UF Genetics Institute, University of Florida, Gainesville, FL, 32610, USA
| | - Laura Patterson Rosa
- Department of Agriculture and Industry, Sul Ross State University, Alpine, TX, 79832, USA
| | - Ludovic Orlando
- Centre d'Anthropobiologie et de Génomique de Toulouse, Université Paul Sabatier, Toulouse, France
| | - Rytis Juras
- School of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station, TX, 77843, USA.
| | - Tetsuo Kunieda
- Graduate School of Environmental and Life Science, Okayama University, Okayama, Japan.
- Faculty of Veterinary Medicine, Okayama University of Science, Imabari, Japan.
| | - Barbara Wallner
- Institute of Animal Breeding and Genetics, University of Veterinary Medicine Vienna, 1210, Vienna, Austria.
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Dixit SP, Bhatia AK, Ganguly I, Singh S, Dash S, Sharma A, Anandkumar N, Dang AK, Jayakumar S. Genome analyses revealed genetic admixture and selection signatures in Bos indicus. Sci Rep 2021; 11:21924. [PMID: 34753978 PMCID: PMC8578574 DOI: 10.1038/s41598-021-01144-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2021] [Accepted: 10/21/2021] [Indexed: 11/20/2022] Open
Abstract
The genomic diversity and relationship among seven diverse cattle breeds viz. Sahiwal, Tharparkar, Gir, Vechur, Ongole, Kangayam and Hariana were investigated in 132 random samples based on high density SNP array comprising > 777 K SNPs. A total of 1993 SNPs (0.25% of the total) having greater power (FST ≥ 0.20) to differentiate these cattle populations were identified, and utilized to partition genome of each animal into a predefined number of clusters. The structure of these cattle indicated shared ancestry of dairy breeds viz. Gir, Tharparkar and Sahiwal. Most of the animals (> 76%) of different populations under study except Vechur clustered into their own group of animals called breed. Vechur population retained highest rate of admixture, consistent with its crossing with other breeds. Ongole, Kangayam and Hariana shared comparatively less of their genome (≤ 15%) with other breeds. The study indicated that all seven breeds evolved from their independent ancestry but there was intermixing of these breeds in the recent past. The selection signatures identified between draft (Kangayam) and dairy breeds included several genes like FAM19A2, RAB31P, BEST3, DGKA, AHCY, PIGU and PFKP which are involved in immune response, metabolic pathway, transportation of glucose and sugars, signaling pathways, cellular processes, cell division and glycolysis regulation, respectively. Moreover, these genomic regions also harbour QTLs affecting milk performance traits. The signatures were also identified even between the dairy breeds. In comparison to large-sized cattle, there were significant differences in the number of QTLs affecting production (body weight, growth rate etc.) and morphological traits (height) in short-statured Vechur breed. The presence of HMGA2 gene in the selection signature on chromosome 5 may explain the variations in stature between these cattle.
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Affiliation(s)
- S P Dixit
- ICAR - National Bureau of Animal Genetic Resources, Karnal, Haryana, 132001, India.
| | - A K Bhatia
- ICAR - National Bureau of Animal Genetic Resources, Karnal, Haryana, 132001, India
| | - Indrajit Ganguly
- ICAR - National Bureau of Animal Genetic Resources, Karnal, Haryana, 132001, India
| | - Sanjeev Singh
- ICAR - National Bureau of Animal Genetic Resources, Karnal, Haryana, 132001, India
| | - Soumya Dash
- ICAR - National Bureau of Animal Genetic Resources, Karnal, Haryana, 132001, India
| | - Anurodh Sharma
- ICAR - National Bureau of Animal Genetic Resources, Karnal, Haryana, 132001, India
| | - N Anandkumar
- ICAR - National Bureau of Animal Genetic Resources, Karnal, Haryana, 132001, India
| | - A K Dang
- ICAR - National Dairy Research Institute, Karnal, Haryana, 132001, India
| | - S Jayakumar
- ICAR - National Bureau of Animal Genetic Resources, Karnal, Haryana, 132001, India
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