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Mehta TK, Man A, Ciezarek A, Ranson K, Penman D, Di-Palma F, Haerty W. Chromatin accessibility in gill tissue identifies candidate genes and loci associated with aquaculture relevant traits in tilapia. Genomics 2023; 115:110633. [PMID: 37121445 DOI: 10.1016/j.ygeno.2023.110633] [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: 02/17/2023] [Revised: 04/25/2023] [Accepted: 04/26/2023] [Indexed: 05/02/2023]
Abstract
The Nile tilapia (Oreochromis niloticus) accounts for ~9% of global freshwater finfish production however, extreme cold weather and decreasing freshwater resources has created the need to develop resilient strains. By determining the genetic bases of aquaculture relevant traits, we can genotype and breed desirable traits into farmed strains. We generated ATAC-seq and gene expression data from O. niloticus gill tissues, and through the integration of SNPs from 27 tilapia species, identified 1168 highly expressed genes (4% of all Nile tilapia genes) with highly accessible promoter regions with functional variation at transcription factor binding sites (TFBSs). Regulatory variation at these TFBSs is likely driving gene expression differences associated with tilapia gill adaptations, and differentially segregate in freshwater and euryhaline tilapia species. The generation of novel integrative data revealed candidate genes e.g., prolactin receptor 1 and claudin-h, genetic relationships, and loci associated with aquaculture relevant traits like salinity and osmotic stress acclimation.
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Affiliation(s)
| | | | | | - Keith Ranson
- Institute of Aquaculture, University of Stirling, Scotland, UK
| | - David Penman
- Institute of Aquaculture, University of Stirling, Scotland, UK
| | - Federica Di-Palma
- School of Biological Sciences, University of East Anglia, Norwich, UK; Genome British Columbia, Vancouver, Canada
| | - Wilfried Haerty
- Earlham Institute (EI), Norwich, UK; School of Biological Sciences, University of East Anglia, Norwich, UK
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Etherington GJ, Nash W, Ciezarek A, Mehta TK, Barria A, Peñaloza C, Khan MGQ, Durrant A, Forrester N, Fraser F, Irish N, Kaithakottil GG, Lipscombe J, Trong T, Watkins C, Swarbreck D, Angiolini E, Cnaani A, Gharbi K, Houston RD, Benzie JAH, Haerty W. Chromosome-level genome sequence of the Genetically Improved Farmed Tilapia (GIFT, Oreochromis niloticus) highlights regions of introgression with O. mossambicus. BMC Genomics 2022; 23:832. [PMID: 36522771 PMCID: PMC9756657 DOI: 10.1186/s12864-022-09065-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Accepted: 12/05/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND The Nile tilapia (Oreochromis niloticus) is the third most important freshwater fish for aquaculture. Its success is directly linked to continuous breeding efforts focusing on production traits such as growth rate and weight. Among those elite strains, the Genetically Improved Farmed Tilapia (GIFT) programme initiated by WorldFish is now distributed worldwide. To accelerate the development of the GIFT strain through genomic selection, a high-quality reference genome is necessary. RESULTS Using a combination of short (10X Genomics) and long read (PacBio HiFi, PacBio CLR) sequencing and a genetic map for the GIFT strain, we generated a chromosome level genome assembly for the GIFT. Using genomes of two closely related species (O. mossambicus, O. aureus), we characterised the extent of introgression between these species and O. niloticus that has occurred during the breeding process. Over 11 Mb of O. mossambicus genomic material could be identified within the GIFT genome, including genes associated with immunity but also with traits of interest such as growth rate. CONCLUSION Because of the breeding history of elite strains, current reference genomes might not be the most suitable to support further studies into the GIFT strain. We generated a chromosome level assembly of the GIFT strain, characterising its mixed origins, and the potential contributions of introgressed regions to selected traits.
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Affiliation(s)
- G. J. Etherington
- grid.421605.40000 0004 0447 4123Earlham Institute, Norwich Research Park, Colney Ln, Norwich, NR4 7UZ UK
| | - W. Nash
- grid.421605.40000 0004 0447 4123Earlham Institute, Norwich Research Park, Colney Ln, Norwich, NR4 7UZ UK
| | - A. Ciezarek
- grid.421605.40000 0004 0447 4123Earlham Institute, Norwich Research Park, Colney Ln, Norwich, NR4 7UZ UK
| | - T. K. Mehta
- grid.421605.40000 0004 0447 4123Earlham Institute, Norwich Research Park, Colney Ln, Norwich, NR4 7UZ UK
| | - A. Barria
- grid.4305.20000 0004 1936 7988The Roslin Institute, The University of Edinburgh, Easter Bush Campus, Midlothian, EH25 9RG UK
| | - C. Peñaloza
- grid.4305.20000 0004 1936 7988The Roslin Institute, The University of Edinburgh, Easter Bush Campus, Midlothian, EH25 9RG UK
| | - M. G. Q. Khan
- grid.4305.20000 0004 1936 7988The Roslin Institute, The University of Edinburgh, Easter Bush Campus, Midlothian, EH25 9RG UK ,grid.411511.10000 0001 2179 3896Department of Fisheries Biology and Genetics, Bangladesh Agricultural University, Mymensingh, 2202 Bangladesh
| | - A. Durrant
- grid.421605.40000 0004 0447 4123Earlham Institute, Norwich Research Park, Colney Ln, Norwich, NR4 7UZ UK
| | - N. Forrester
- grid.421605.40000 0004 0447 4123Earlham Institute, Norwich Research Park, Colney Ln, Norwich, NR4 7UZ UK
| | - F. Fraser
- grid.421605.40000 0004 0447 4123Earlham Institute, Norwich Research Park, Colney Ln, Norwich, NR4 7UZ UK
| | - N. Irish
- grid.421605.40000 0004 0447 4123Earlham Institute, Norwich Research Park, Colney Ln, Norwich, NR4 7UZ UK
| | - G. G. Kaithakottil
- grid.421605.40000 0004 0447 4123Earlham Institute, Norwich Research Park, Colney Ln, Norwich, NR4 7UZ UK
| | - J. Lipscombe
- grid.421605.40000 0004 0447 4123Earlham Institute, Norwich Research Park, Colney Ln, Norwich, NR4 7UZ UK
| | - T. Trong
- grid.425190.bWorldFish, 10670 Penang, Malaysia
| | - C. Watkins
- grid.421605.40000 0004 0447 4123Earlham Institute, Norwich Research Park, Colney Ln, Norwich, NR4 7UZ UK
| | - D. Swarbreck
- grid.421605.40000 0004 0447 4123Earlham Institute, Norwich Research Park, Colney Ln, Norwich, NR4 7UZ UK
| | - E. Angiolini
- grid.421605.40000 0004 0447 4123Earlham Institute, Norwich Research Park, Colney Ln, Norwich, NR4 7UZ UK
| | - A. Cnaani
- grid.410498.00000 0001 0465 9329Department of Poultry and Aquaculture, Institute of Animal Science, Agricultural Research Organization - Volcani Institute, Rishon LeTsiyon, Israel
| | - K. Gharbi
- grid.421605.40000 0004 0447 4123Earlham Institute, Norwich Research Park, Colney Ln, Norwich, NR4 7UZ UK
| | - R. D. Houston
- grid.4305.20000 0004 1936 7988The Roslin Institute, The University of Edinburgh, Easter Bush Campus, Midlothian, EH25 9RG UK ,Benchmark Genetics, 1 Pioneer Building, Edinburgh Technopole, Penicuik, EH26 0GB UK
| | | | - W. Haerty
- grid.421605.40000 0004 0447 4123Earlham Institute, Norwich Research Park, Colney Ln, Norwich, NR4 7UZ UK ,grid.8273.e0000 0001 1092 7967School of Biological Sciences, University of East Anglia, Norwich, UK
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Etherington GJ, Ciezarek A, Shaw R, Michaux J, Croose E, Haerty W, Di Palma F. Extensive genome introgression between domestic ferret and European polecat during population recovery in Great Britain. J Hered 2022; 113:500-515. [PMID: 35932226 PMCID: PMC9584812 DOI: 10.1093/jhered/esac038] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [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: 02/16/2022] [Accepted: 08/03/2022] [Indexed: 11/20/2022] Open
Abstract
The European polecat (Mustela putorius) is a mammalian predator which occurs across much of Europe east to the Ural Mountains. In Great Britain, following years of persecution the range of the European polecat contracted and by the early 1900s was restricted to unmanaged forests of central Wales. The European polecat has recently undergone a population increase due to legal protection and its range now overlaps that of feral domestic ferrets (Mustela putorius furo). During this range expansion, European polecats hybridized with feral domestic ferrets producing viable offspring. Here, we carry out population-level whole-genome sequencing on 8 domestic ferrets, 19 British European polecats, and 15 European polecats from the European mainland. We used a range of population genomics methods to examine the data, including phylogenetics, phylogenetic graphs, model-based clustering, phylogenetic invariants, ABBA-BABA tests, topology weighting, and Fst. We found high degrees of genome introgression in British polecats outside their previous stronghold, even in those individuals phenotyped as “pure” polecats. These polecats ranged from presumed F1 hybrids (gamma = 0.53) to individuals that were much less introgressed (gamma = 0.2). We quantify this introgression and find introgressed genes containing Fst outliers associated with cognitive function and sight.
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Affiliation(s)
| | - Adam Ciezarek
- The Earlham Institute, Norwich Research Park, Norwich, UK
| | - Rebecca Shaw
- The Earlham Institute, Norwich Research Park, Norwich, UK
| | - Johan Michaux
- Department of Life Sciences, University of Liège, 4000 Liège, Belgium
| | | | | | - Federica Di Palma
- The Earlham Institute, Norwich Research Park, Norwich, UK.,Department of Biological Sciences, University of East Anglia, Norwich, UK.,Genome British Columbia, Vancouver, Canada
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Ciezarek A, Ford AG, Etherington GJ, Kasozi N, Malinsky M, Mehta TK, Penso-Dolfin L, Ngatunga BP, Shechonge A, Tamatamah R, Haerty W, Di Palma F, Genner MJ, Turner GF. Whole genome resequencing data enables a targeted SNP panel for conservation and aquaculture of Oreochromis cichlid fishes. Aquaculture 2022; 548:737637. [PMID: 35177872 PMCID: PMC8655616 DOI: 10.1016/j.aquaculture.2021.737637] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 10/21/2021] [Accepted: 10/22/2021] [Indexed: 06/14/2023]
Abstract
Cichlid fish of the genus Oreochromis form the basis of the global tilapia aquaculture and fisheries industries. Broodstocks for aquaculture are often collected from wild populations, which in Africa may be from locations containing multiple Oreochromis species. However, many species are difficult to distinguish morphologically, hampering efforts to maintain good quality farmed strains. Additionally, non-native farmed tilapia populations are known to be widely distributed across Africa and to hybridize with native Oreochromis species, which themselves are important for capture fisheries. The morphological identification of these hybrids is particularly unreliable. Here, we describe the development of a single nucleotide polymorphism (SNP) genotyping panel from whole-genome resequencing data that enables targeted species identification in Tanzania. We demonstrate that an optimized panel of 96 genome-wide SNPs based on FST outliers performs comparably to whole genome resequencing in distinguishing species and identifying hybrids. We also show this panel outperforms microsatellite-based and phenotype-based classification methods. Case studies indicate several locations where introduced aquaculture species have become established in the wild, threatening native Oreochromis species. The novel SNP markers identified here represent an important resource for assessing broodstock purity in hatcheries and helping to conserve unique endemic biodiversity.
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Affiliation(s)
- A. Ciezarek
- Earlham Institute, Norwich Research Park, Norwich NR4 7UZ, UK
| | - Antonia G.P. Ford
- Department of Life Sciences, Roehampton University, London SW15 4JD, UK
| | | | - Nasser Kasozi
- National Agricultural Research Organisation, Abi Zonal Agricultural Research and Development Institute, P.O. Box 219, Arua, Uganda
| | - Milan Malinsky
- Zoological Institute, Department of Environmental Sciences, University of Basel, 4051 Basel, Switzerland
| | - Tarang K. Mehta
- Earlham Institute, Norwich Research Park, Norwich NR4 7UZ, UK
| | - Luca Penso-Dolfin
- Silence Therapeutics GmbH, Robert-Rössle-Straße 10, 13125 Berlin, Germany
| | - Benjamin P. Ngatunga
- Tanzania Fisheries Research Institute (TAFIRI), PO. Box 9750, Dar es Salaam. Tanzania
| | - Asilatu Shechonge
- Tanzania Fisheries Research Institute (TAFIRI), PO. Box 9750, Dar es Salaam. Tanzania
| | - Rashid Tamatamah
- Tanzania Fisheries Research Institute (TAFIRI), PO. Box 9750, Dar es Salaam. Tanzania
| | - Wilfried Haerty
- Earlham Institute, Norwich Research Park, Norwich NR4 7UZ, UK
| | - Federica Di Palma
- School of Biological Sciences, University of East Anglia, Norwich NR4 7TU, UK
| | - Martin J. Genner
- School of Biological Sciences, University of Bristol, Bristol BS8 1TQ, UK
| | - George F. Turner
- School of Natural Sciences, Bangor University, Bangor LL57 2UW, UK
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Ciezarek A, Gardner L, Savolainen V, Block B. Skeletal muscle and cardiac transcriptomics of a regionally endothermic fish, the Pacific bluefin tuna, Thunnus orientalis. BMC Genomics 2020; 21:642. [PMID: 32942994 PMCID: PMC7499911 DOI: 10.1186/s12864-020-07058-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [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: 09/26/2019] [Accepted: 09/08/2020] [Indexed: 11/29/2022] Open
Abstract
Background The Pacific bluefin tuna (Thunnus orientalis) is a regionally endothermic fish that maintains temperatures in their swimming musculature, eyes, brain and viscera above that of the ambient water. Within their skeletal muscle, a thermal gradient exists, with deep muscles, close to the backbone, operating at elevated temperatures compared to superficial muscles near the skin. Their heart, by contrast, operates at ambient temperature, which in bluefin tunas can range widely. Cardiac function in tunas reduces in cold waters, yet the heart must continue to supply blood for metabolically demanding endothermic tissues. Physiological studies indicate Pacific bluefin tuna have an elevated cardiac capacity and increased cold-tolerance compared to warm-water tuna species, primarily enabled by increased capacity for sarcoplasmic reticulum calcium cycling within the cardiac muscles. Results Here, we compare tissue-specific gene-expression profiles of different cardiac and skeletal muscle tissues in Pacific bluefin tuna. There was little difference in the overall expression of calcium-cycling and cardiac contraction pathways between atrium and ventricle. However, expression of a key sarcoplasmic reticulum calcium-cycling gene, SERCA2b, which plays a key role maintaining intracellular calcium stores, was higher in atrium than ventricle. Expression of genes involved in aerobic metabolism and cardiac contraction were higher in the ventricle than atrium. The two morphologically distinct tissues that derive the ventricle, spongy and compact myocardium, had near-identical levels of gene expression. More genes had higher expression in the cool, superficial muscle than in the warm, deep muscle in both the aerobic red muscle (slow-twitch) and anaerobic white muscle (fast-twitch), suggesting thermal compensation. Conclusions We find evidence of widespread transcriptomic differences between the Pacific tuna ventricle and atrium, with potentially higher rates of calcium cycling in the atrium associated with the higher expression of SERCA2b compared to the ventricle. We find no evidence that genes associated with thermogenesis are upregulated in the deep, warm muscle compared to superficial, cool muscle. Heat generation may be enabled by by the high aerobic capacity of bluefin tuna red muscle.
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Affiliation(s)
- Adam Ciezarek
- Department of Life Sciences, Silwood Park Campus, Imperial College London, Ascot, UK. .,Earlham Institute, Norwich Research Park, Norwich, UK.
| | - Luke Gardner
- Department of Biology, Hopkins Marine Station, Stanford University, Pacific Grove, CA, USA
| | - Vincent Savolainen
- Department of Life Sciences, Silwood Park Campus, Imperial College London, Ascot, UK
| | - Barbara Block
- Department of Biology, Hopkins Marine Station, Stanford University, Pacific Grove, CA, USA
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Swift DG, Dunning LT, Igea J, Brooks EJ, Jones CS, Noble LR, Ciezarek A, Humble E, Savolainen V. Evidence of positive selection associated with placental loss in tiger sharks. BMC Evol Biol 2016; 16:126. [PMID: 27296413 PMCID: PMC4906603 DOI: 10.1186/s12862-016-0696-y] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [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: 03/16/2016] [Accepted: 06/02/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND All vertebrates initially feed their offspring using yolk reserves. In some live-bearing species these yolk reserves may be supplemented with extra nutrition via a placenta. Sharks belonging to the Carcharhinidae family are all live-bearing, and with the exception of the tiger shark (Galeocerdo cuvier), develop placental connections after exhausting yolk reserves. Phylogenetic relationships suggest the lack of placenta in tiger sharks is due to secondary loss. This represents a dramatic shift in reproductive strategy, and is likely to have left a molecular footprint of positive selection within the genome. RESULTS We sequenced the transcriptome of the tiger shark and eight other live-bearing shark species. From this data we constructed a time-calibrated phylogenetic tree estimating the tiger shark lineage diverged from the placental carcharhinids approximately 94 million years ago. Along the tiger shark lineage, we identified five genes exhibiting a signature of positive selection. Four of these genes have functions likely associated with brain development (YWHAE and ARL6IP5) and sexual reproduction (VAMP4 and TCTEX1D2). CONCLUSIONS Our results indicate the loss of placenta in tiger sharks may be associated with subsequent adaptive changes in brain development and sperm production.
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Affiliation(s)
- Dominic G Swift
- Department of Life Sciences, Imperial College London, Silwood Park Campus, Buckhurst Road, Berkshire, SL5 7PY, UK.
| | - Luke T Dunning
- Department of Animal and Plant Sciences, University of Sheffield, Sheffield, S10 2TN, UK
| | - Javier Igea
- Department of Plant Sciences, University of Cambridge, Downing Street, Cambridge, CB2 3EQ, UK
| | - Edward J Brooks
- Shark Research & Conservation Program, Cape Eleuthera Institute, PO Box EL - 26029, Eleuthera, the Bahamas
| | - Catherine S Jones
- Institute of Biological and Environmental Sciences, School of Biological Sciences, University of Aberdeen, Zoology Building, Tillydrone Avenue, Aberdeen, AB24 2TZ, Scotland, UK
| | - Leslie R Noble
- Institute of Biological and Environmental Sciences, School of Biological Sciences, University of Aberdeen, Zoology Building, Tillydrone Avenue, Aberdeen, AB24 2TZ, Scotland, UK
| | - Adam Ciezarek
- Department of Life Sciences, Imperial College London, Silwood Park Campus, Buckhurst Road, Berkshire, SL5 7PY, UK
| | - Emily Humble
- Department of Animal Behaviour, University of Bielefeld, Postfach 100131, 33501, Bielefeld, Germany
| | - Vincent Savolainen
- Department of Life Sciences, Imperial College London, Silwood Park Campus, Buckhurst Road, Berkshire, SL5 7PY, UK.
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