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Reißmann M, Rajavel A, Kokov ZA, Schmitt AO. Identification of Differentially Expressed Genes after Endurance Runs in Karbadian Horses to Determine Candidates for Stress Indicators and Performance Capability. Genes (Basel) 2023; 14:1982. [PMID: 38002925 PMCID: PMC10671444 DOI: 10.3390/genes14111982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 10/13/2023] [Accepted: 10/18/2023] [Indexed: 11/26/2023] Open
Abstract
RNA sequencing makes it possible to uncover genetic mechanisms that underlie certain performance traits. In order to gain a deeper insight into the genetic background and biological processes involved in endurance performance in horses, the changes in the gene expression profiles induced by endurance runs over long (70 km) and short (15 km) distances in the blood of Kabardian horses (Equus caballus) were analyzed. For the long-distance runs, we identified 1484 up- and 691 downregulated genes, while after short-distance runs, only 13 up- and 8 downregulated genes (FC > |1.5|; p < 0.05) were found. These differentially expressed genes (DEGs) are involved in processes and pathways that are primarily related to stress response (interleukin production, activation of inflammatory system) but also to metabolism (carbohydrate catabolic process, lipid biosynthesis, NADP metabolic process). The most important genes involved in these processes therefore represent good candidates for the monitoring and evaluation of the performance of horses in order to avoid excessive demands when endurance performance is required, like ACOD1, CCL5, CD40LG, FOS, IL1R2, IL20RA, and IL22RA2, on the one hand, and, on the other hand, for assessing the suitability of a horse for endurance races, like GATA2, GYG1, HIF1A, MOGAT1, PFKFB3, PLIN5, SIK1, and STBD1.
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Affiliation(s)
- Monika Reißmann
- Thaer-Institute of Agricultural and Horticultural Sciences, Humboldt-Universität zu Berlin, Unter den Linden 6, 10099 Berlin, Germany;
| | - Abirami Rajavel
- Breeding Informatics Group, Department of Animal Sciences, Georg-August University, Margarethe von Wrangell-Weg 7, 37075 Göttingen, Germany
| | - Zaur A. Kokov
- Institute of Physics and Mathematics, Kabardino-Balkarian State University, Chernyshevsky 173, Nalchik 360004, Russia;
| | - Armin O. Schmitt
- Breeding Informatics Group, Department of Animal Sciences, Georg-August University, Margarethe von Wrangell-Weg 7, 37075 Göttingen, Germany
- Center for Integrated Breeding Research (CiBreed), Georg-August University, Carl-Sprengel-Weg 1, 37075 Göttingen, Germany
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Todd ET, Fromentier A, Sutcliffe R, Running Horse Collin Y, Perdereau A, Aury JM, Èche C, Bouchez O, Donnadieu C, Wincker P, Kalbfleisch T, Petersen JL, Orlando L. Imputed genomes of historical horses provide insights into modern breeding. iScience 2023; 26:107104. [PMID: 37416458 PMCID: PMC10319840 DOI: 10.1016/j.isci.2023.107104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Revised: 04/25/2023] [Accepted: 06/08/2023] [Indexed: 07/08/2023] Open
Abstract
Historical genomes can provide important insights into recent genomic changes in horses, especially the development of modern breeds. In this study, we characterized 8.7 million genomic variants from a panel of 430 horses from 73 breeds, including newly sequenced genomes from 20 Clydesdales and 10 Shire horses. We used this modern genomic variation to impute the genomes of four historically important horses, consisting of publicly available genomes from 2 Przewalski's horses, 1 Thoroughbred, and a newly sequenced Clydesdale. Using these historical genomes, we identified modern horses with higher genetic similarity to those in the past and unveiled increased inbreeding in recent times. We genotyped variants associated with appearance and behavior to uncover previously unknown characteristics of these important historical horses. Overall, we provide insights into the history of Thoroughbred and Clydesdale breeds and highlight genomic changes in the endangered Przewalski's horse following a century of captive breeding.
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Affiliation(s)
- Evelyn T. Todd
- Centre d’Anthropobiologie et de Génomique de Toulouse (CAGT), CNRS UMR 5288, Université Paul Sabatier, 37 Allées Jules Guesde, Bâtiment A, 31000 Toulouse, France
| | - Aurore Fromentier
- Centre d’Anthropobiologie et de Génomique de Toulouse (CAGT), CNRS UMR 5288, Université Paul Sabatier, 37 Allées Jules Guesde, Bâtiment A, 31000 Toulouse, France
| | - Richard Sutcliffe
- Glasgow Museums Resource Centre, 200 Woodhead Road, Nitshill, G53 7NN Glasgow, UK
| | - Yvette Running Horse Collin
- Centre d’Anthropobiologie et de Génomique de Toulouse (CAGT), CNRS UMR 5288, Université Paul Sabatier, 37 Allées Jules Guesde, Bâtiment A, 31000 Toulouse, France
| | - Aude Perdereau
- Genoscope, Institut de biologie François Jacob, CEA, Université d’Evry, Université Paris-Saclay, 91042 Evry, France
| | - Jean-Marc Aury
- Genoscope, Institut de biologie François Jacob, CEA, Université d’Evry, Université Paris-Saclay, 91042 Evry, France
| | - Camille Èche
- GeT-PlaGe - Génome et Transcriptome - Plateforme Génomique, GET - Plateforme Génome & Transcriptome, Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement, 31326 Castanet-Tolosan Cedex, France
| | - Olivier Bouchez
- GeT-PlaGe - Génome et Transcriptome - Plateforme Génomique, GET - Plateforme Génome & Transcriptome, Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement, 31326 Castanet-Tolosan Cedex, France
| | - Cécile Donnadieu
- GeT-PlaGe - Génome et Transcriptome - Plateforme Génomique, GET - Plateforme Génome & Transcriptome, Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement, 31326 Castanet-Tolosan Cedex, France
| | - Patrick Wincker
- Genoscope, Institut de biologie François Jacob, CEA, Université d’Evry, Université Paris-Saclay, 91042 Evry, France
| | - Ted Kalbfleisch
- MH Gluck Equine Research Center, University of Kentucky, Lexington, KY 40546-0091, USA
| | - Jessica L. Petersen
- Department of Animal Science, University of Nebraska-Lincoln, 3940 Fair St, Lincoln, NE 68583-0908, USA
| | - Ludovic Orlando
- Centre d’Anthropobiologie et de Génomique de Toulouse (CAGT), CNRS UMR 5288, Université Paul Sabatier, 37 Allées Jules Guesde, Bâtiment A, 31000 Toulouse, France
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Criscione A, Mastrangelo S, D'Alessandro E, Tumino S, Di Gerlando R, Zumbo A, Marletta D, Bordonaro S. Genome-wide survey on three local horse populations with a focus on runs of homozygosity pattern. J Anim Breed Genet 2022; 139:540-555. [PMID: 35445758 PMCID: PMC9541879 DOI: 10.1111/jbg.12680] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 02/04/2022] [Accepted: 04/04/2022] [Indexed: 11/26/2022]
Abstract
Purosangue Orientale Siciliano, Sanfratellano and Siciliano represent the Sicilian equine genetic resource. This study aimed to investigate the genetic diversity, population structure and the pattern of autozygosity of Sicilian horse populations using genome‐wide single‐nucleotide polymorphism (SNP) data generated with the Illumina Equine SNP70 array. The genotyping data of 17 European and Middle East populations were also included in the study. The patterns of genetic differentiation, model‐based clustering and Neighbour‐Net showed the expected positioning of Sicilian populations within the wide analysed framework and the close connections between the Purosangue Orientale Siciliano and the Arab as well as between Sanfratellano, Siciliano and Maremmano. The highest expected heterozygosity (He) and contemporary effective population size (cNe) were reported in Siciliano (He = 0.323, cNe = 397), and the lowest were reported in Purosangue Orientale Siciliano (He = 0.277, cNe = 10). The analysis of the runs of homozygosity and the relative derived inbreeding revealed high internal homogeneity in Purosangue Orientale Siciliano and Arab horses, intermediate values in Maremmano and Sanfratellano and high heterogeneity in the Siciliano population. The genome‐wide SNP analysis showed the selective pressure on Purosangue Orientale Siciliano towards traits related to endurance performance. Our results underline the importance of planning adequate conservation and exploitation programmes to reduce the level of inbreeding and, therefore, the loss of genetic diversity.
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Affiliation(s)
- Andrea Criscione
- Dipartimento di Agricoltura, Alimentazione e Ambiente, Università di Catania, Catania, Italy
| | - Salvatore Mastrangelo
- Dipartimento Scienze Agrarie, Alimentari e Forestali, Università di Palermo, Palermo, Italy
| | | | - Serena Tumino
- Dipartimento di Agricoltura, Alimentazione e Ambiente, Università di Catania, Catania, Italy
| | - Rosalia Di Gerlando
- Dipartimento Scienze Agrarie, Alimentari e Forestali, Università di Palermo, Palermo, Italy
| | - Alessandro Zumbo
- Dipartimento di Scienze Veterinarie, Università di Messina, Messina, Italy
| | - Donata Marletta
- Dipartimento di Agricoltura, Alimentazione e Ambiente, Università di Catania, Catania, Italy
| | - Salvatore Bordonaro
- Dipartimento di Agricoltura, Alimentazione e Ambiente, Università di Catania, Catania, Italy
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Nazari F, Seyedabadi HR, Noshary A, Emamjomeh-Kashan N, Banabazi MH. A genome-wide scan for signatures of selection in Kurdish horse breed. J Equine Vet Sci 2022; 113:103916. [PMID: 35218903 DOI: 10.1016/j.jevs.2022.103916] [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] [Received: 11/10/2021] [Revised: 02/20/2022] [Accepted: 02/21/2022] [Indexed: 11/17/2022]
Abstract
The genetic diversity and genomic regions being under putative natural selection in Kurdish horse population were studied. The samples from 72 horses were genotyped by using GGP Equine 70K SNP arrays. The Ne Slope (NeS) analyses revealed that a sharp decline in Ne has probably occurred around four generations ago, and high frequency of ROH with 2-4 Mbp in length suggested that the inbreeding has probably occurred around 20 generations ago. The effective population size (Ne) was 104 horses up to three generations ago and the average inbreeding (FROH) was 0.047(±0.045). Using de-correlated composite of multiple selection signals (DCMS) and runs of homozygosity (ROH) analyses the genomic regions being under putative selection were detected. By using DCMS, a total of 148 significant SNP (FDR < 0.05) were identified, 40% of which were located on ECA9, where the greatest peak was observed. This genomic region harbors several known QTL which are associated with withers height (body size). Also significant genomic regions (FDR<0.05), harboring QTL associated with insect bite hypersensitivity (IBH), hair density and coat texture, alternate gaits, guttural pouch tympany and temperament were identified. By using outputs of ROH analyses, two hotspot regions (i.e. 30% of individuals was considered as threshold), were identified on ECA7 (50.11-54.36 Mbp) and ECA11 (26.10-29.07 Mbp) harboring QTL associated with withers height, alternate gait and IBH. In summary, the genomic regions being under putative natural selection which harbors known QTL associated with body size and IBH, among others, were introduced. Nevertheless, additional functional and comparative studies are necessary to corroborate their effect on the observed genetic and phenotypic diversity of the Kurdish horses.
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Affiliation(s)
- Faezeh Nazari
- Department of Animal Science, Science and Research Branch, Islamic Azad University, Tehran, Iran
| | - Hamid-Reza Seyedabadi
- Animal Science Research Institute of Iran (ASRI), Agricultural Research, Education and Extension Organization (AREEO), Karaj, Iran.
| | - Alireza Noshary
- Department of Animal Science, Faculty of Agriculture, Karaj Branch, Islamic Azad University, Karaj, Iran
| | - Nasser Emamjomeh-Kashan
- Department of Animal Science, Science and Research Branch, Islamic Azad University, Tehran, Iran
| | - Mohamad-Hosein Banabazi
- Animal Science Research Institute of Iran (ASRI), Agricultural Research, Education and Extension Organization (AREEO), Karaj, Iran; Department of animal breeding and genetics (HGEN), Centre for Veterinary Medicine and Animal Science (VHC), Swedish University of Agricultural Sciences (SLU), Uppsala 75007, Sweden
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Abstract
High-quality genomic tools have been integral in understanding genomic architecture and function in the modern-day horse. The equine genetics community has a long tradition of pooling resources to develop genomic tools. Since the equine genome was sequenced in 2006, several iterations of high throughput genotyping arrays have been developed and released, enabling rapid and cost-effective genotyping. This review highlights the design considerations of each iteration, focusing on data available during development and outlining considerations in selecting the genetic variants included on each array. Additionally, we outline recent applications of equine genotyping arrays as well as future prospects and applications.
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Affiliation(s)
- Robert J Schaefer
- Department of Veterinary Population Medicine, College of Veterinary Medicine, University of Minnesota, 1365 Gortner Avenue, St Paul, MN 55108, USA.
| | - Molly E McCue
- Department of Veterinary Population Medicine, College of Veterinary Medicine, University of Minnesota, 1365 Gortner Avenue, St Paul, MN 55108, USA. https://twitter.com/Molly_McCue_DVM
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Mach N, Ruet A, Clark A, Bars-Cortina D, Ramayo-Caldas Y, Crisci E, Pennarun S, Dhorne-Pollet S, Foury A, Moisan MP, Lansade L. Priming for welfare: gut microbiota is associated with equitation conditions and behavior in horse athletes. Sci Rep 2020; 10:8311. [PMID: 32433513 PMCID: PMC7239938 DOI: 10.1038/s41598-020-65444-9] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Accepted: 05/04/2020] [Indexed: 12/17/2022] Open
Abstract
We simultaneously measured the fecal microbiota and multiple environmental and host-related variables in a cohort of 185 healthy horses reared in similar conditions during a period of eight months. The pattern of rare bacteria varied from host to host and was largely different between two time points. Among a suite of variables examined, equitation factors were highly associated with the gut microbiota variability, evoking a relationship between gut microbiota and high levels of physical and mental stressors. Behavioral indicators that pointed toward a compromised welfare state (e.g. stereotypies, hypervigilance and aggressiveness) were also associated with the gut microbiota, reinforcing the notion for the existence of the microbiota-gut-brain axis. These observations were consistent with the microbiability of behaviour traits (> 15%), illustrating the importance of gut microbial composition to animal behaviour. As more elite athletes suffer from stress, targeting the microbiota offers a new opportunity to investigate the bidirectional interactions within the brain gut microbiota axis.
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Affiliation(s)
- Núria Mach
- Animal Genetic and Integrative Biology, INRAE, University of Paris-Saclay, AgroParisTech, 78350, Jouy-en-Josas, France.
| | - Alice Ruet
- PRC, INRAE, CNRS, IFCE, University of Tours, 37380, Nouzilly, France
| | - Allison Clark
- Health Science Department, Open University of Catalonia, 08018, Barcelona, Spain
| | | | - Yuliaxis Ramayo-Caldas
- Animal Genetic and Integrative Biology, INRAE, University of Paris-Saclay, AgroParisTech, 78350, Jouy-en-Josas, France
- Animal Breeding and Genetics Program, Institute for Research and Technology in Food and Agriculture (IRTA), Torre Marimon, 08140, Caldes de Montbui, Spain
| | - Elisa Crisci
- Animal Genetic and Integrative Biology, INRAE, University of Paris-Saclay, AgroParisTech, 78350, Jouy-en-Josas, France
- Department of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, NC, 27607, USA
| | - Samuel Pennarun
- US UMR 1426, INRAE, Genomic platform, 31326, Castanet-Tolosan, France
| | - Sophie Dhorne-Pollet
- Animal Genetic and Integrative Biology, INRAE, University of Paris-Saclay, AgroParisTech, 78350, Jouy-en-Josas, France
| | - Aline Foury
- University of Bordeaux, INRAE, NutriNeuro UMR 1286, 33076, Bordeaux, France
| | | | - Léa Lansade
- PRC, INRAE, CNRS, IFCE, University of Tours, 37380, Nouzilly, France
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