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Angelakopoulos R, Tsipourlianos A, Giannoulis T, Mamuris Z, Moutou KA. MassArray Genotyping as a Selection Tool for Extending the Shelf-Life of Fresh Gilthead Sea Bream and European Seabass. Animals (Basel) 2024; 14:205. [PMID: 38254374 PMCID: PMC10812826 DOI: 10.3390/ani14020205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 12/12/2023] [Accepted: 01/06/2024] [Indexed: 01/24/2024] Open
Abstract
In modern aquaculture, genomics-driven breeding programs have emerged as powerful tools for optimizing fish quality. This study focused on two emblematic Mediterranean fish species, the European seabass (Dicentrarchus labrax) and the gilthead sea bream (Sparus aurata), with a primary aim of exploring the genetic basis of white muscle/fillet degradation in fresh fish following harvest. We identified 57 and 44 missense SNPs in gilthead sea bream and European seabass, respectively, located within genes encoding for endogenous proteases responsible for fillet quality. These SNPs were cherry-picked based on their strategic location within the catalytic/regulatory domains of endogenous proteases that are expressed in the white muscle. Using MassArray technology, we successfully associated differentiated enzymatic activity of those endogenous proteases post-harvest as a phenotypic trait with genetic polymorphism of six SNPs in gilthead sea bream and nine in European seabass. These findings can be valuable attributes in selective breeding programs toward the extension of freshness and shelf life of these species. The integration of MassArray technology into breeding programs offers a cost-effective strategy for harnessing the potential of these genetic variants to enhance the overall quality of the final product. Recognizing that fresh fish perishability is a challenge, extending shelf-life is pivotal in reducing losses and production costs.
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Affiliation(s)
- Rafael Angelakopoulos
- Laboratory of Genetics, Comparative and Evolutionary Biology, Department of Biochemistry and Biotechnology, School of Medical Sciences, University of Thessaly, Viopolis, Mezourlo, 41500 Larissa, Greece; (R.A.); (A.T.); (Z.M.)
| | - Andreas Tsipourlianos
- Laboratory of Genetics, Comparative and Evolutionary Biology, Department of Biochemistry and Biotechnology, School of Medical Sciences, University of Thessaly, Viopolis, Mezourlo, 41500 Larissa, Greece; (R.A.); (A.T.); (Z.M.)
| | - Themistoklis Giannoulis
- Laboratory of Biology, Genetics and Bioinformatics, Department of Animal Science, University of Thessaly, Greece Gaiopolis, 41334 Larissa, Greece;
| | - Zissis Mamuris
- Laboratory of Genetics, Comparative and Evolutionary Biology, Department of Biochemistry and Biotechnology, School of Medical Sciences, University of Thessaly, Viopolis, Mezourlo, 41500 Larissa, Greece; (R.A.); (A.T.); (Z.M.)
| | - Katerina A. Moutou
- Laboratory of Genetics, Comparative and Evolutionary Biology, Department of Biochemistry and Biotechnology, School of Medical Sciences, University of Thessaly, Viopolis, Mezourlo, 41500 Larissa, Greece; (R.A.); (A.T.); (Z.M.)
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Kalemkeridou M, Nanas I, Moutou K, Amiridis GS, Tsipourlianos A, Dovolou E, Mamuris Z, Giannoulis T. Genetic diversity and thermotolerance in Holstein cows: Pathway analysis and marker development using whole-genome sequencing. Reprod Domest Anim 2023; 58:146-157. [PMID: 36196498 DOI: 10.1111/rda.14274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 10/02/2022] [Indexed: 01/07/2023]
Abstract
Heat stress causes extensive losses in the dairy sector, due to negative effects on milk production and reproduction. Cows have evolved a series of protective mechanisms, (physiological, biochemical, behavioural) to cope with the thermostressing environments, which have allowed the preservation of productive and reproductive potential of specific animals during summer; these animals are considered thermotolerant and could be used to design programs of selective breeding. These programs, targeting the generations of a population of heat-resistant animals, would increase the frequency of the desired phenotypes, tackling the financial losses on one hand and reducing the carbon footprints of the dairy sector on the other. The development of genomics techniques has enabled genome wide variant calling, to detect SNPs associated with the desired phenotypes. In this study, we used a comparative genomics approach to detect genetic variation associated with thermotolerance and to design molecular markers for characterizing the animals as tolerant/sensitive. A total of 40 cows from each group were split in four sequencing pools and a whole-genome sequencing approach was used. Results and conclusion: Genome-wide genetic variation between groups was characterized and enrichment analysis revealed specific pathways which participate in the adaptive mechanisms of thermotolerance, implicated into systemic and cellular responses, including the immune system functionality, Heat Stress and Unfolded Protein Response. The markers made a promising set of results, as specific SNPs in five genes encoding for Heat Shock Proteins were significantly associated with thermotolerance.
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Affiliation(s)
- Maria Kalemkeridou
- Laboratory of Genetics, Comparative and Evolutionary Biology, Department of Biochemistry and Biotechnology, University of Thessaly, Larissa, Greece
| | - Ioannis Nanas
- Department of Obstetrics and Reproduction, Veterinary Faculty, University of Thessaly, Karditsa, Greece
| | - Katerina Moutou
- Laboratory of Genetics, Comparative and Evolutionary Biology, Department of Biochemistry and Biotechnology, University of Thessaly, Larissa, Greece
| | - Georgios S Amiridis
- Department of Obstetrics and Reproduction, Veterinary Faculty, University of Thessaly, Karditsa, Greece
| | - Andreas Tsipourlianos
- Laboratory of Genetics, Comparative and Evolutionary Biology, Department of Biochemistry and Biotechnology, University of Thessaly, Larissa, Greece
| | - Eleni Dovolou
- Department of Obstetrics and Reproduction, Veterinary Faculty, University of Thessaly, Karditsa, Greece.,Department of Animal Sciences, University of Thessaly, Larissa, Greece
| | - Zissis Mamuris
- Laboratory of Genetics, Comparative and Evolutionary Biology, Department of Biochemistry and Biotechnology, University of Thessaly, Larissa, Greece
| | - Themistoklis Giannoulis
- Department of Animal Sciences, University of Thessaly, Larissa, Greece.,Laboratory of Biology, Genetics and Bioinformatics, Department of Animal Science, University of Thessaly, Larissa, Greece
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Giannoulis T, Plageras D, Stamatis C, Chatzivagia E, Tsipourlianos A, Birtsas P, Billinis C, Suchentrunk F, Mamuris Z. Islands and hybrid zones: combining the knowledge from "Natural Laboratories" to explain phylogeographic patterns of the European brown hare. BMC Evol Biol 2019; 19:17. [PMID: 30630408 PMCID: PMC6329171 DOI: 10.1186/s12862-019-1354-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2018] [Accepted: 01/02/2019] [Indexed: 12/30/2022] Open
Abstract
Background The aim of the study was to use hybrid populations as well as island populations of the European brown hare (Lepus europaeus) to explore the effect of evolutionary events, such as the post-deglaciation translocations, spontaneous and human-mediated, local adaptation and the genetic drift in the shaping of the phylogeographic patterns of the species. For this purpose, we used molecular markers, both nuclear and mitochondrial, that are indicative for local adaptation as well as neutral markers to elucidate the patterns of population differentiation based on geographic isolation and the clade of origin. To broaden our analysis, we included data from our previous studies concerning mainland populations, to explore the genetic differentiation in the base of the geographic origin (mainland/island) of the populations. Results Our results suggest that local adaptation shapes the differentiation in both genomes, favoring specific alleles in nuclear genes (e.g. DQA) or haplotypes in mtDNA (e.g. Control Region, CR). mtDNA variation was found to be in a higher level and was able to give a phylogeographic signal for the populations. Furthermore, the degree of variation was influenced not only by the geographic origin, but also by the clade of origin, since specific island populations of Anatolian origin showed a greater degree of variation compared to specific mainland populations of the European clade. Concerning the hybrid population, we confirmed the existence of both clades in the territory and we provided a possible explanation for the lack of introgression between the clades. Conclusion Our results indicate that the Quaternary’s climatic oscillations played a major role in the shaping of the phylogeographic patterns of the species, by isolating populations in the distinct refugia, where they adapted and differentiate in allopatry, leading to genome incompatibilities observed nowadays. Electronic supplementary material The online version of this article (10.1186/s12862-019-1354-y) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Themistoklis Giannoulis
- Laboratory of Genetics, Comparative and Evolutionary Biology, University of Thessaly, Viopolis, Mezourlo, Larissa, Greece
| | - Dimitrios Plageras
- Laboratory of Genetics, Comparative and Evolutionary Biology, University of Thessaly, Viopolis, Mezourlo, Larissa, Greece
| | - Costas Stamatis
- Laboratory of Genetics, Comparative and Evolutionary Biology, University of Thessaly, Viopolis, Mezourlo, Larissa, Greece
| | - Eleni Chatzivagia
- Laboratory of Genetics, Comparative and Evolutionary Biology, University of Thessaly, Viopolis, Mezourlo, Larissa, Greece
| | - Andreas Tsipourlianos
- Laboratory of Genetics, Comparative and Evolutionary Biology, University of Thessaly, Viopolis, Mezourlo, Larissa, Greece
| | - Periklis Birtsas
- Department of Forestry and Natural Environment Administration, TEI of Thessaly, Larissa, Greece
| | | | - Franz Suchentrunk
- Research Institute of Wildlife Ecology, University of Veterinary Medicine Vienna, Vienna, Austria
| | - Zissis Mamuris
- Laboratory of Genetics, Comparative and Evolutionary Biology, University of Thessaly, Viopolis, Mezourlo, Larissa, Greece.
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Giannoulis T, Stamatis C, Tsipourlianos A, Mamuris Z. Mitogenomic analysis in European brown hare (Lepus europaeus) proposes genetic and functional differentiation between the distinct lineages. Mitochondrial DNA A DNA Mapp Seq Anal 2017; 29:353-360. [PMID: 28129721 DOI: 10.1080/24701394.2016.1278540] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
European brown hare is a small game species spreading across Europe to Asia Minor, with important economic traits. Population genetics studies using mitochondrial DNA markers have revealed the existence of two major phylogeographic lineages, the European and the Anatolian. European lineage is further divided in the European type halpogroup and south-eastern European type halpogroup, while Anatolian consists only by the Anatolian/Middle Eastern type halpogroup. All three haplogroups show a discrete geographical distribution, with an overlapping zone forming in North-East Greece and Bulgaria, forming a contact zone. Despite the existence of a contact zone, European haplotype was never detected in Anatolia and vice versa, proposing the presence of genetic barriers responsible for this phenomenon. In this study, we analyzed the whole mitochondrial genomes of specimens originating from both lineages, aiming to detect the genetic and functional differentiation of the oxidative phosphorylation complexes that are encoded by mtDNA that could lead gradually to the reproductive isolation of the lineages.
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Affiliation(s)
| | - Costas Stamatis
- a Department of Biochemistry and Biotechnology , University of Thessaly , Larissa , Greece
| | - Andreas Tsipourlianos
- a Department of Biochemistry and Biotechnology , University of Thessaly , Larissa , Greece
| | - Zissis Mamuris
- a Department of Biochemistry and Biotechnology , University of Thessaly , Larissa , Greece
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Amoutzias GD, Giannoulis T, Moutou KA, Psarra AMG, Stamatis C, Tsipourlianos A, Mamuris Z. SNP Identification through Transcriptome Analysis of the European Brown Hare (Lepus europaeus): Cellular Energetics and Mother's Curse. PLoS One 2016; 11:e0159939. [PMID: 27459096 PMCID: PMC4961287 DOI: 10.1371/journal.pone.0159939] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Accepted: 07/11/2016] [Indexed: 12/30/2022] Open
Abstract
The European brown hare (Lepus europaeus, Pallas 1778) is an important small game species in Europe. Due to its size and position in the food chain, as well as its life history, phenotypic variation and the relatively recent speciation events, brown hare plays an important role in the structure of various ecosystems and has emerged as an important species for population management and evolutionary studies. In order to identify informative SNPs for such studies, heart and liver tissues of three samples from the European lineage and a three-sample pool from the Anatolian lineage were subjected to RNA-Sequencing analysis. This effort resulted in 9496 well-assembled protein-coding sequences with close homology to human. After applying very stringent filtering criteria, 66185 polymorphic sites were identified in 7665 genes/cds and 2050 of those polymorphic sites are potentially capable of distinguishing the European from the Anatolian lineage. From these distinguishing mutations we focused on those in genes that are involved in cellular energy production, namely the glycolysis, Krebs cycle and the OXPHOS machinery. A selected set of SNPs was also validated by Sanger sequencing. By simulating the three European individuals as one pool, no substantial informative-SNP identification was lost, making it a cost-efficient approach. To our knowledge this is the first attempt to correlate the differentiation in both nuclear and mitochondrial genome between the two different lineages of L. europaeus with the observed spatial partitioning of the lineages of the species, proposing a possible mechanism that is maintaining the reproductive isolation of the lineages.
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Affiliation(s)
- Grigoris D. Amoutzias
- Department of Biochemistry and Biotechnology, University of Thessaly, 41221, Larissa, Greece
| | - Themistoklis Giannoulis
- Department of Biochemistry and Biotechnology, University of Thessaly, 41221, Larissa, Greece
| | - Katerina A. Moutou
- Department of Biochemistry and Biotechnology, University of Thessaly, 41221, Larissa, Greece
| | - Anna-Maria G. Psarra
- Department of Biochemistry and Biotechnology, University of Thessaly, 41221, Larissa, Greece
| | - Costas Stamatis
- Department of Biochemistry and Biotechnology, University of Thessaly, 41221, Larissa, Greece
| | - Andreas Tsipourlianos
- Department of Biochemistry and Biotechnology, University of Thessaly, 41221, Larissa, Greece
| | - Zissis Mamuris
- Department of Biochemistry and Biotechnology, University of Thessaly, 41221, Larissa, Greece
- * E-mail:
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