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Loukovitis D, Szabó M, Chatziplis D, Monori I, Kusza S. Genetic diversity and substructuring of the Hungarian merino sheep breed using microsatellite markers. Anim Biotechnol 2023; 34:1701-1709. [PMID: 35263236 DOI: 10.1080/10495398.2022.2042307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Abstract
The Hungarian Merino sheep breed (Ovis aries) is the most significant animal resource of the Hungarian sheep sector which, unfortunately, has gone through a huge reduction in number during the last decades and became endangered in 2014. A modern molecular genetic survey is now becoming more than necessary in order to characterize the within-breed genetic diversity and structure. For that reason, six Hungarian Merino flocks were genotyped in 16 microsatellite markers. In total, 144 different alleles were found and the mean values of observed and expected heterozygosity were 0.714 and 0.705, respectively, suggesting a noticeable genetic variability of the breed. The genetic differentiation of the Hungarian flocks was generally low, as reflected by the estimated total FST value (0.036), the extended pattern of admixture in Structure analysis, as well as, by the noticeable level of genetic clustering in UPGMA and FCA analyses. However, two out of the six studied flocks tended to be genetically more distant. The outcome of our study could be a starting point for a planned breeding strategy of the Hungarian Merino breed, by keeping the within-flock genetic variability in priority, as well as, by preserving the potential genetic uniqueness with close monitoring of the inbreeding.
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Affiliation(s)
- Dimitrios Loukovitis
- Department of Agriculture, International Hellenic University, Thessaloniki, Sindos, Greece
- Research Institute of Animal Science, ELGO Demeter, Giannitsa, Greece
| | - Mária Szabó
- Doctoral School of Animal Husbandry, Faculty of Agricultural and Food Sciences and Environmental Management, University of Debrecen, Debrecen, Hungary
| | - Dimitrios Chatziplis
- Department of Agriculture, International Hellenic University, Thessaloniki, Sindos, Greece
| | | | - Szilvia Kusza
- Centre for Agricultural Genomics and Biotechnology, University of Debrecen, Debrecen, Hungary
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Hall SJG. Genetic Differentiation among Livestock Breeds-Values for F st. Animals (Basel) 2022; 12:1115. [PMID: 35565543 PMCID: PMC9103131 DOI: 10.3390/ani12091115] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 04/19/2022] [Accepted: 04/25/2022] [Indexed: 12/02/2022] Open
Abstract
(1) Background: The Fst statistic is widely used to characterize between-breed relationships. Fst = 0.1 has frequently been taken as indicating genetic distinctiveness between breeds. This study investigates whether this is justified. (2) Methods: A database was created of 35,080 breed pairs and their corresponding Fst values, deduced from microsatellite and SNP studies covering cattle, sheep, goats, pigs, horses, and chickens. Overall, 6560 (19%) of breed pairs were between breeds located in the same country, 7395 (21%) between breeds of different countries within the same region, 20,563 (59%) between breeds located far apart, and 562 (1%) between a breed and the supposed wild ancestor of the species. (3) Results: General values for between-breed Fst were as follows, cattle: microsatellite 0.06-0.12, SNP 0.08-0.15; sheep: microsatellite 0.06-0.10, SNP 0.06-0.17; horses: microsatellite 0.04-0.11, SNP 0.08-0.12; goats: microsatellite 0.04-0.14, SNP 0.08-0.16; pigs: microsatellite 0.06-0.27, SNP 0.15-0.22; chickens: microsatellite 0.05-0.28, SNP 0.08-0.26. (4) Conclusions: (1) Large amounts of Fst data are available for a substantial proportion of the world's livestock breeds, (2) the value for between-breed Fst of 0.1 is not appropriate owing to its considerable variability, and (3) accumulated Fst data may have value for interdisciplinary research.
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Affiliation(s)
- Stephen J G Hall
- Department of Environmental Protection and Landscape, Estonian University of Life Sciences, Kreutzwaldi 5, 51014 Tartu, Estonia
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Giantsis IA, Antonopoulou D, Dekolis N, Zaralis K, Avdi M. Origin, demographics, inbreeding, phylogenetics, and phenogenetics of Karamaniko breed, a major common ancestor of the autochthonous Greek sheep. Trop Anim Health Prod 2022; 54:73. [PMID: 35072809 DOI: 10.1007/s11250-022-03081-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 01/20/2022] [Indexed: 11/24/2022]
Abstract
Greece has a long history in autochthonous sheep, the genetic ancestry of which has been associated with four subtypes known to inhabit Greece at the end of the nineteenth century. Among them, the Karamaniko breed is still surviving, however endangered. This study was designed in order to (a) determine the phylogenetic status, (b) to evaluate the levels of inbreeding, and (c) to assess the genetic basis of coat color of Karamaniko breed. For these purposes, the mitochondrial cyt b gene was sequenced, the AFLP methodology was applied, and the MC1R was genotyped, respectively, in 72 female sheep from the Karamaniko breed. Four different novel cyt b haplotypes were defined and three MC1R genotypes were scored, whereas inbreeding levels estimated using AFLPs by the means of relatedness coefficient (r) were 0.287, with gene diversity at the levels of 0.105. Phylogenetic analysis indicated an eastern Asian tropical and subtropical origin of the Karamaniko breed, close with breeds originating from central Turkey, or a clustering within western European or Mediterranean sheep, mirroring a recent genetic divergence, with a non-random spread towards the formation of lowland breeds. The MC1R genotypes were all associated with the white coat color, in which selective breeding has probably been based on traditional morphological characters. Finally, levels of inbreeding do not constitute an indication for a particular mating plan to prevent unpleasant phenomena such as inbreeding depression, probably because of the special attention paid by the farmers towards the avoidance of relative recurrent mating.
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Affiliation(s)
- Ioannis A Giantsis
- Division of Animal Science, Faculty of Agricultural Sciences, University of Western Macedonia, Florina, Greece.
| | - Danai Antonopoulou
- Division of Animal Science, Faculty of Agricultural Sciences, University of Western Macedonia, Florina, Greece.,Department of Animal Production, Faculty of Agriculture, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Nikolaos Dekolis
- Department of Animal Production, Faculty of Agriculture, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Konstantinos Zaralis
- Division of Animal Science, Faculty of Agricultural Sciences, University of Western Macedonia, Florina, Greece
| | - Melpomeni Avdi
- Department of Animal Production, Faculty of Agriculture, Aristotle University of Thessaloniki, Thessaloniki, Greece
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Alternative Approaches of Summer Milk Sales from Transhumant Sheep and Goat Farms: A Case Study from Northern Greece. SUSTAINABILITY 2019. [DOI: 10.3390/su11205642] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Sheep and goat transhumance provides a wide range of ecosystem services (ES). Transhumance-specific dairy products could function as a nexus between the system and the public, incorporating ES which are not remunerated in markets, but in Greece, there are actually no such dairy products. Within this context, the objective of this paper was to present a case study regarding a comparative assessment of three different approaches (supply chains) in milk sales from transhumant farms. The first involved production of cheese on-farm and direct sales to consumers. In the second approach, farmers sold their milk to the same industry throughout the year, where it was mixed with milk from non-transhumant farms. The third approach concerned cheese produced solely from milk of transhumant flocks in a small dairy in the highlands. An assessment framework was developed examining the perceived quality; economic performance of farms; compatibility and; representativeness and contribution of each approach. Based on five in-depth interviews with farmers and dairies, it was found that a combination of the three approaches would be beneficial for farms—to decrease risks—and for the system as a whole, in order to convey the ‘agro-pastoral message’ to wider audiences and to increase the recognisability of transhumance. In addition, the analysis showed that the economic performance of each approach was related more to managerial issues and organizational requirements rather than to the achievement of higher prices and more added value in the first and third approach.
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Kyriakis D, Kanterakis A, Manousaki T, Tsakogiannis A, Tsagris M, Tsamardinos I, Papaharisis L, Chatziplis D, Potamias G, Tsigenopoulos CS. Scanning of Genetic Variants and Genetic Mapping of Phenotypic Traits in Gilthead Sea Bream Through ddRAD Sequencing. Front Genet 2019; 10:675. [PMID: 31447879 PMCID: PMC6691846 DOI: 10.3389/fgene.2019.00675] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2018] [Accepted: 06/27/2019] [Indexed: 12/31/2022] Open
Abstract
Gilthead sea bream (Sparus aurata) is a teleost of considerable economic importance in Southern European aquaculture. The aquaculture industry shows a growing interest in the application of genetic methods that can locate phenotype-genotype associations with high economic impact. Through selective breeding, the aquaculture industry can exploit this information to maximize the financial yield. Here, we present a Genome Wide Association Study (GWAS) of 112 samples belonging to seven different sea bream families collected from a Greek commercial aquaculture company. Through double digest Random Amplified DNA (ddRAD) Sequencing, we generated a per-sample genetic profile consisting of 2,258 high-quality Single Nucleotide Polymorphisms (SNPs). These profiles were tested for association with four phenotypes of major financial importance: Fat, Weight, Tag Weight, and the Length to Width ratio. We applied two methods of association analysis. The first is the typical single-SNP to phenotype test, and the second is a feature selection (FS) method through two novel algorithms that are employed for the first time in aquaculture genomics and produce groups with multiple SNPs associated to a phenotype. In total, we identified 9 single SNPs and 6 groups of SNPs associated with weight-related phenotypes (Weight and Tag Weight), 2 groups associated with Fat, and 16 groups associated with the Length to Width ratio. Six identified loci (Chr4:23265532, Chr6:12617755, Chr:8:11613979, Chr13:1098152, Chr15:3260819, and Chr22:14483563) were present in genes associated with growth in other teleosts or even mammals, such as semaphorin-3A and neurotrophin-3. These loci are strong candidates for future studies that will help us unveil the genetic mechanisms underlying growth and improve the sea bream aquaculture productivity by providing genomic anchors for selection programs.
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Affiliation(s)
- Dimitrios Kyriakis
- School of Medicine, University of Crete, Heraklion, Greece
- Foundation for Research and Technology–Hellas (FORTH), Heraklion, Greece
- Institute of Marine Biology, Biotechnology and Aquaculture (IMBBC), Hellenic Center for Marine Research (HCMR) Crete, Greece
| | | | - Tereza Manousaki
- Institute of Marine Biology, Biotechnology and Aquaculture (IMBBC), Hellenic Center for Marine Research (HCMR) Crete, Greece
| | - Alexandros Tsakogiannis
- Institute of Marine Biology, Biotechnology and Aquaculture (IMBBC), Hellenic Center for Marine Research (HCMR) Crete, Greece
| | - Michalis Tsagris
- Deparment of Economics, University of Crete, Gallos Campus, Rethymnon, Greece
| | - Ioannis Tsamardinos
- Department of Computer Science, University of Crete, Voutes Campus, Heraklion, Greece
| | | | - Dimitris Chatziplis
- Department of Agriculture Technology, Alexander Technological Education Institute of Thessaloniki, Thessaloniki, Greece
| | - George Potamias
- Foundation for Research and Technology–Hellas (FORTH), Heraklion, Greece
| | - Costas S. Tsigenopoulos
- Institute of Marine Biology, Biotechnology and Aquaculture (IMBBC), Hellenic Center for Marine Research (HCMR) Crete, Greece
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Selepe MM, Ceccobelli S, Lasagna E, Kunene NW. Genetic structure of South African Nguni (Zulu) sheep populations reveals admixture with exotic breeds. PLoS One 2018; 13:e0196276. [PMID: 29698497 PMCID: PMC5919407 DOI: 10.1371/journal.pone.0196276] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2017] [Accepted: 04/10/2018] [Indexed: 12/02/2022] Open
Abstract
The population of Zulu sheep is reported to have declined by 7.4% between 2007 and 2011 due to crossbreeding. There is insufficient information on the genetic diversity of the Zulu sheep populations in the different area of KwaZulu Natal where they are reared. The study investigated genetic variation and genetic structure within and among eight Zulu sheep populations using 26 microsatellite markers. In addition, Damara, Dorper and South African Merino breeds were included to assess the genetic relationship between these breeds and the Zulu sheep. The results showed that there is considerable genetic diversity among the Zulu sheep populations (expected heterozygosity ranging from 0.57 to 0.69) and the level of inbreeding was not remarkable. The structure analysis results revealed that Makhathini Research Station and UNIZULU research station share common genetic structure, while three populations (Nongoma, Ulundi and Nquthu) had some admixture with the exotic Dorper breed. Thus, there is a need for sustainable breeding and conservation programmes to control the gene flow, in order to stop possible genetic dilution of the Zulu sheep.
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Affiliation(s)
| | - Simone Ceccobelli
- Department of Agricultural, Food and Environmental Sciences, University of Perugia, Perugia, Italy
| | - Emiliano Lasagna
- Department of Agricultural, Food and Environmental Sciences, University of Perugia, Perugia, Italy
- * E-mail:
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Genomic diversity and population structure of three autochthonous Greek sheep breeds assessed with genome-wide DNA arrays. Mol Genet Genomics 2018; 293:753-768. [PMID: 29372305 DOI: 10.1007/s00438-018-1421-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2017] [Accepted: 01/17/2018] [Indexed: 12/13/2022]
Abstract
In the present study, genome-wide genotyping was applied to characterize the genetic diversity and population structure of three autochthonous Greek breeds: Boutsko, Karagouniko and Chios. Dairy sheep are among the most significant livestock species in Greece numbering approximately 9 million animals which are characterized by large phenotypic variation and reared under various farming systems. A total of 96 animals were genotyped with the Illumina's OvineSNP50K microarray beadchip, to study the population structure of the breeds and develop a specialized panel of single-nucleotide polymorphisms (SNPs), which could distinguish one breed from the others. Quality control on the dataset resulted in 46,125 SNPs, which were used to evaluate the genetic structure of the breeds. Population structure was assessed through principal component analysis (PCA) and admixture analysis, whereas inbreeding was estimated based on runs of homozygosity (ROHs) coefficients, genomic relationship matrix inbreeding coefficients (FGRM) and patterns of linkage disequilibrium (LD). Associations between SNPs and breeds were analyzed with different inheritance models, to identify SNPs that distinguish among the breeds. Results showed high levels of genetic heterogeneity in the three breeds. Genetic distances among breeds were modest, despite their different ancestries. Chios and Karagouniko breeds were more genetically related to each other compared to Boutsko. Analysis revealed 3802 candidate SNPs that can be used to identify two-breed crosses and purebred animals. The present study provides, for the first time, data on the genetic background of three Greek indigenous dairy sheep breeds as well as a specialized marker panel that can be applied for traceability purposes as well as targeted genetic improvement schemes and conservation programs.
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Stamatis C, Giannoulis T, Galliopoulou E, Billinis C, Mamuris Z. Genetic analysis of melanocortin 1 receptor gene in endangered Greek sheep breeds. Small Rumin Res 2017. [DOI: 10.1016/j.smallrumres.2017.09.018] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Abdelkader AA, Ata N, Benyoucef MT, Djaout A, Azzi N, Yilmaz O, Cemal İ, Gaouar SBS. New genetic identification and characterisation of 12 Algerian sheep breeds by microsatellite markers. ITALIAN JOURNAL OF ANIMAL SCIENCE 2017. [DOI: 10.1080/1828051x.2017.1335182] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Ameur Ameur Abdelkader
- National High School of Agronomical Sciences, Alger, Algeria
- Department of Agronomical Sciences, University of Akly Muhand Oulhadj, Bouira, Algeria
| | - Nezih Ata
- Department of Animal Science, Adnan Menderes University, Aydın, Turkey
| | | | - Amel Djaout
- Algeria’s National Institute for Agricultural Research, Setif, Algeria
- Institute of Agro Veterinary Sciences, Mohamed Cherif Messaadia University, Souk Ahras, Algeria
| | - Noureddine Azzi
- Department of Biology, Earth and Universe, University of Abou Bakr Belkaid, Tlemcen, Algeria
| | - Onur Yilmaz
- Department of Animal Science, Adnan Menderes University, Aydın, Turkey
| | - İbrahim Cemal
- Department of Animal Science, Adnan Menderes University, Aydın, Turkey
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Naqvi A, Mahmood S, Vahidi S, Abbas S, Utsunomiya Y, Garcia J, Periasamy K. Assessment of genetic diversity and structure of major sheep breeds from Pakistan. Small Rumin Res 2017. [DOI: 10.1016/j.smallrumres.2016.12.032] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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