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Goli RC, Mahar K, Manohar PS, Chishi KG, Prabhu IG, Choudhary S, Rathi P, Chinnareddyvari CS, Haritha P, Metta M, Shetkar M, Kumar A, N D CP, Vidyasagar, Sukhija N, Kanaka KK. Insights from homozygous signatures of cervus nippon revealed genetic architecture for components of fitness. Mamm Genome 2024; 35:657-672. [PMID: 39191871 DOI: 10.1007/s00335-024-10064-1] [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: 05/07/2024] [Accepted: 08/13/2024] [Indexed: 08/29/2024]
Abstract
This study investigates the genomic landscape of Sika deer populations, emphasizing the detection and characterization of runs of homozygosity (ROH) and their contribution towards components of fitness. Using 85,001 high-confidence SNPs, the investigation into ROH distribution unveiled nuanced patterns of autozygosity across individuals especially in 2 out of the 8 farms, exhibiting elevated ROH levels and mean genome coverage under ROH segments. The prevalence of shorter ROH segments (0.5-4 Mb) suggests historical relatedness and potential selective pressures within these populations. Intriguingly, despite observed variations in ROH profiles, the overall genomic inbreeding coefficient (FROH) remained relatively low across all farms, indicating a discernible degree of genetic exchange and effective mitigation of inbreeding within the studied Sika deer populations. Consensus ROH (cROH) were found to harbor genes for important functions viz., EGFLAM gene which is involved in the vision function of the eye, SKP2 gene which regulates cell cycle, CAPSL involved in adipogenesis, SPEF2 which is essential for sperm flagellar assembly, DCLK3 involved in the heat stress. This first ever study on ROH in Sika deer, to shed light on the adaptive role of genes in these homozygous regions. The insights garnered from this study have broader implications in the management of genetic diversity in this vulnerable species.
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Affiliation(s)
- Rangasai Chandra Goli
- ICAR-National Dairy Research Institute, Karnal, Haryana, India
- ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, India
| | - Karan Mahar
- ICAR-National Dairy Research Institute, Karnal, Haryana, India
| | - Peela Sai Manohar
- ICAR-Indian Veterinary Research Institute, Izatnagar, Uttar Pradesh, India
| | - Kiyevi G Chishi
- ICAR-National Dairy Research Institute, Karnal, Haryana, India
- ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, India
| | | | - Sonu Choudhary
- ICAR-National Dairy Research Institute, Karnal, Haryana, India
- ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, India
| | - Pallavi Rathi
- ICAR-National Dairy Research Institute, Karnal, Haryana, India
- ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, India
| | - Chandana Sree Chinnareddyvari
- ICAR-National Dairy Research Institute, Karnal, Haryana, India
- ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, India
| | - Pala Haritha
- ICAR-National Dairy Research Institute, Karnal, Haryana, India
| | - Muralidhar Metta
- College of Veterinary Science, SVVU, Garividi, Andhra Pradesh, India
| | - Mahantesh Shetkar
- College of Veterinary Sciences and Animal Husbandry, DUVASU, Mathura, Uttar Pradesh, India
| | - Amit Kumar
- ICAR- Indian Institute of Agricultural Biotechnology, Ranchi, Jharkhand, India
| | - Chethan Patil N D
- Department of Agricultural Economics & Extension, Lovely Professional University, Punjab, India
| | - Vidyasagar
- Veterinary College, KVAFSU, Bidar, Karnataka, India
| | - Nidhi Sukhija
- CSB-Central Tasar Research and Training Institute, Ranchi, Jharkhand, India.
| | - K K Kanaka
- ICAR- Indian Institute of Agricultural Biotechnology, Ranchi, Jharkhand, India
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2
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Lv FH, Wang DF, Zhao SY, Lv XY, Sun W, Nielsen R, Li MH. Deep Ancestral Introgressions between Ovine Species Shape Sheep Genomes via Argali-Mediated Gene Flow. Mol Biol Evol 2024; 41:msae212. [PMID: 39404100 PMCID: PMC11542629 DOI: 10.1093/molbev/msae212] [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: 03/10/2024] [Revised: 09/12/2024] [Accepted: 10/04/2024] [Indexed: 11/08/2024] Open
Abstract
Previous studies revealed extensive genetic introgression between Ovis species, which affects genetic adaptation and morphological traits. However, the exact evolutionary scenarios underlying the hybridization between sheep and allopatric wild relatives remain unknown. To address this problem, we here integrate the reference genomes of several ovine and caprine species: domestic sheep, argali, bighorn sheep, snow sheep, and domestic goats. Additionally, we use 856 whole genomes representing 169 domestic sheep populations and their six wild relatives: Asiatic mouflon, urial, argali, snow sheep, thinhorn sheep, and bighorn sheep. We implement a comprehensive set of analyses to test introgression among these species. We infer that the argali lineage originated ∼3.08 to 3.35 Mya and hybridized with the ancestor of Pachyceriforms (e.g. bighorn sheep and snow sheep) at ∼1.56 Mya. Previous studies showed apparent introgression from North American Pachyceriforms into the Bashibai sheep, a Chinese native sheep breed, despite of their wide geographic separation. We show here that, in fact, the apparent introgression from the Pachyceriforms into Bashibai can be explained by the old introgression from Pachyceriforms into argali and subsequent recent introgression from argali into Bashibai. Our results illustrate the challenges of estimating complex introgression histories and provide an example of how indirect and direct introgression can be distinguished.
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Affiliation(s)
- Feng-Hua Lv
- Frontiers Science Center for Molecular Design Breeding (MOE), State Key Laboratory of Animal Biotech Breeding, College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | - Dong-Feng Wang
- CAS Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences (CAS), Beijing, China
- College of Life Sciences, University of Chinese Academy of Sciences (UCAS), Beijing, China
| | - Si-Yi Zhao
- Frontiers Science Center for Molecular Design Breeding (MOE), State Key Laboratory of Animal Biotech Breeding, College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | - Xiao-Yang Lv
- International Joint Research Laboratory, Universities of Jiangsu Province of China for Domestic Animal Germplasm Resources and Genetic Improvement, Yangzhou 225001, China
| | - Wei Sun
- International Joint Research Laboratory, Universities of Jiangsu Province of China for Domestic Animal Germplasm Resources and Genetic Improvement, Yangzhou 225001, China
| | - Rasmus Nielsen
- Department of Integrative Biology, University of California at Berkeley, Berkeley, CA 94720, USA
- Department of Statistics, UC Berkeley, Berkeley, CA 94707, USA
- Globe Institute, University of Copenhagen, Copenhagen 1350, Denmark
| | - Meng-Hua Li
- Frontiers Science Center for Molecular Design Breeding (MOE), State Key Laboratory of Animal Biotech Breeding, College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
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3
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Foley NM, Harris AJ, Bredemeyer KR, Ruedi M, Puechmaille SJ, Teeling EC, Criscitiello MF, Murphy WJ. Karyotypic stasis and swarming influenced the evolution of viral tolerance in a species-rich bat radiation. CELL GENOMICS 2024; 4:100482. [PMID: 38237599 PMCID: PMC10879000 DOI: 10.1016/j.xgen.2023.100482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 09/17/2023] [Accepted: 12/10/2023] [Indexed: 02/17/2024]
Abstract
The emergence of COVID-19 and severe acute respiratory syndrome (SARS) has prioritized understanding bats' viral tolerance. Myotis bats are exceptionally species rich and have evolved viral tolerance. They also exhibit swarming, a cryptic behavior where large, multi-species assemblages gather for mating, which has been hypothesized to promote interspecific hybridization. To resolve the coevolution of genome architecture and their unusual antiviral tolerance, we undertook a phylogenomic analysis of 60 Old World Myotis genomes. We demonstrate an extensive history of introgressive hybridization that has replaced the species phylogeny across 17%-93% of the genome except for pericentromeric regions of macrochromosomes. Introgression tracts were enriched on microchromosome regions containing key antiviral pathway genes overexpressed during viral challenge experiments. Together, these results suggest that the unusual Myotis karyotype may have evolved to selectively position immune-related genes in high recombining genomic regions prone to introgression of divergent alleles, including a diversity of interleukin loci responsible for the release of pro-inflammatory cytokines.
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Affiliation(s)
- Nicole M Foley
- Veterinary Integrative Biosciences, Texas A&M University, College Station, TX, USA.
| | - Andrew J Harris
- Veterinary Integrative Biosciences, Texas A&M University, College Station, TX, USA; Interdisciplinary Program in Genetics & Genomics, Texas A&M University, College Station, TX, USA
| | - Kevin R Bredemeyer
- Veterinary Integrative Biosciences, Texas A&M University, College Station, TX, USA; Interdisciplinary Program in Genetics & Genomics, Texas A&M University, College Station, TX, USA
| | - Manuel Ruedi
- Department of Mammalogy and Ornithology, Natural History Museum of Geneva, Route de Malagnou 1, BP 6434, 1211 Geneva 6, Switzerland
| | - Sebastien J Puechmaille
- Institut des Sciences de l'Évolution, Montpellier (ISEM), Université de Montpellier, CNRS, EPHE, IRD, Montpellier, France; Institut Universitaire de France, Paris, France
| | - Emma C Teeling
- School of Biology and Environmental, Science, Science Centre West, University College Dublin, Belfield, Ireland
| | - Michael F Criscitiello
- Interdisciplinary Program in Genetics & Genomics, Texas A&M University, College Station, TX, USA; Department of Veterinary Pathobiology, Texas A&M University, College Station, TX 77843, USA
| | - William J Murphy
- Veterinary Integrative Biosciences, Texas A&M University, College Station, TX, USA; Interdisciplinary Program in Genetics & Genomics, Texas A&M University, College Station, TX, USA.
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4
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Bergman J, Pedersen RØ, Lundgren EJ, Lemoine RT, Monsarrat S, Pearce EA, Schierup MH, Svenning JC. Worldwide Late Pleistocene and Early Holocene population declines in extant megafauna are associated with Homo sapiens expansion rather than climate change. Nat Commun 2023; 14:7679. [PMID: 37996436 PMCID: PMC10667484 DOI: 10.1038/s41467-023-43426-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 11/09/2023] [Indexed: 11/25/2023] Open
Abstract
The worldwide extinction of megafauna during the Late Pleistocene and Early Holocene is evident from the fossil record, with dominant theories suggesting a climate, human or combined impact cause. Consequently, two disparate scenarios are possible for the surviving megafauna during this time period - they could have declined due to similar pressures, or increased in population size due to reductions in competition or other biotic pressures. We therefore infer population histories of 139 extant megafauna species using genomic data which reveal population declines in 91% of species throughout the Quaternary period, with larger species experiencing the strongest decreases. Declines become ubiquitous 32-76 kya across all landmasses, a pattern better explained by worldwide Homo sapiens expansion than by changes in climate. We estimate that, in consequence, total megafauna abundance, biomass, and energy turnover decreased by 92-95% over the past 50,000 years, implying major human-driven ecosystem restructuring at a global scale.
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Affiliation(s)
- Juraj Bergman
- Center for Ecological Dynamics in a Novel Biosphere (ECONOVO), Department of Biology, Aarhus University, DK-8000, Aarhus C, Denmark.
- Center for Biodiversity Dynamics in a Changing World (BIOCHANGE), Department of Biology, Aarhus University, DK-8000, Aarhus C, Denmark.
| | - Rasmus Ø Pedersen
- Center for Ecological Dynamics in a Novel Biosphere (ECONOVO), Department of Biology, Aarhus University, DK-8000, Aarhus C, Denmark
- Center for Biodiversity Dynamics in a Changing World (BIOCHANGE), Department of Biology, Aarhus University, DK-8000, Aarhus C, Denmark
| | - Erick J Lundgren
- Center for Ecological Dynamics in a Novel Biosphere (ECONOVO), Department of Biology, Aarhus University, DK-8000, Aarhus C, Denmark
- Center for Biodiversity Dynamics in a Changing World (BIOCHANGE), Department of Biology, Aarhus University, DK-8000, Aarhus C, Denmark
- School of Biology and Environmental Science, Faculty of Science, Queensland University of Technology, Brisbane, QLD, Australia
| | - Rhys T Lemoine
- Center for Ecological Dynamics in a Novel Biosphere (ECONOVO), Department of Biology, Aarhus University, DK-8000, Aarhus C, Denmark
- Center for Biodiversity Dynamics in a Changing World (BIOCHANGE), Department of Biology, Aarhus University, DK-8000, Aarhus C, Denmark
| | - Sophie Monsarrat
- Center for Ecological Dynamics in a Novel Biosphere (ECONOVO), Department of Biology, Aarhus University, DK-8000, Aarhus C, Denmark
- Center for Biodiversity Dynamics in a Changing World (BIOCHANGE), Department of Biology, Aarhus University, DK-8000, Aarhus C, Denmark
- Rewilding Europe, Toernooiveld 1, 6525 ED, Nijmegen, The Netherlands
| | - Elena A Pearce
- Center for Ecological Dynamics in a Novel Biosphere (ECONOVO), Department of Biology, Aarhus University, DK-8000, Aarhus C, Denmark
- Center for Biodiversity Dynamics in a Changing World (BIOCHANGE), Department of Biology, Aarhus University, DK-8000, Aarhus C, Denmark
| | - Mikkel H Schierup
- Bioinformatics Research Centre, Aarhus University, DK-8000, Aarhus C, Denmark
| | - Jens-Christian Svenning
- Center for Ecological Dynamics in a Novel Biosphere (ECONOVO), Department of Biology, Aarhus University, DK-8000, Aarhus C, Denmark
- Center for Biodiversity Dynamics in a Changing World (BIOCHANGE), Department of Biology, Aarhus University, DK-8000, Aarhus C, Denmark
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5
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Wang D, Salehian-Dehkordi H, Suo L, Lv F. Impacts of Population Size and Domestication Process on Genetic Diversity and Genetic Load in Genus Ovis. Genes (Basel) 2023; 14:1977. [PMID: 37895326 PMCID: PMC10606048 DOI: 10.3390/genes14101977] [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: 09/26/2023] [Revised: 10/19/2023] [Accepted: 10/20/2023] [Indexed: 10/29/2023] Open
Abstract
In theoretical biology, a prevailing hypothesis posits a profound interconnection between effective population size (Ne), genetic diversity, inbreeding, and genetic load. The domestication and improvement processes are believed to be pivotal in diminishing genetic diversity while elevating levels of inbreeding and increasing genetic load. In this study, we performed a whole genome analysis to quantity genetic diversity, inbreeding, and genetic load across seven wild Ovis species and five domesticated sheep breeds. Our research demonstrates that the genetic load and diversity of species in the genus Ovis have no discernible impact on recent Ne, and three species within the subgenus Pachyceros tend to carry a higher genetic load and lower genetic diversity patterns. The results coincide with these species' dramatic decline in population sizes within the subgenus Pachyceros ~80-250 thousand years ago. European mouflon presented with the lowest Ne, lower genetic diversity, and higher individual inbreeding coefficient but a lower genetic load (missense and LoF). This suggests that the small Ne of European mouflon could reduce harmful mutations compared to other species within the genus Ovis. We showed lower genetic diversity in domesticated sheep than in Asiatic mouflon, but counterintuitive patterns of genetic load, i.e., lower weak genetic load (missense mutation) and no significant difference in strong genetic load (LoF mutation) between domestic sheep and Asiatic mouflon. These findings reveal that the "cost of domestication" during domestication and improvement processes reduced genetic diversity and purified weak genetic load more efficiently than wild species.
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Affiliation(s)
- Dongfeng Wang
- CAS Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences (CAS), Beijing 100101, China;
- College of Life Sciences, University of Chinese Academy of Sciences (UCAS), Beijing 100049, China
- College of Animal Science and Technology, China Agricultural University, Beijing 100193, China;
| | | | - Langda Suo
- Institute of Animal Science, Tibet Academy of Agricultural and Animal Husbandry Sciences, Lhasa 850009, China;
| | - Fenghua Lv
- College of Animal Science and Technology, China Agricultural University, Beijing 100193, China;
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Zhang Z, Xia T, Zhou S, Yang X, Lyu T, Wang L, Fang J, Wang Q, Dou H, Zhang H. High-Quality Chromosome-Level Genome Assembly of the Corsac Fox ( Vulpes corsac) Reveals Adaptation to Semiarid and Harsh Environments. Int J Mol Sci 2023; 24:ijms24119599. [PMID: 37298549 DOI: 10.3390/ijms24119599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 05/24/2023] [Accepted: 05/29/2023] [Indexed: 06/12/2023] Open
Abstract
The Corsac fox (Vulpes corsac) is a species of fox distributed in the arid prairie regions of Central and Northern Asia, with distinct adaptations to dry environments. Here, we applied Oxford-Nanopore sequencing and a chromosome structure capture technique to assemble the first Corsac fox genome, which was then assembled into chromosome fragments. The genome assembly has a total length of 2.2 Gb with a contig N50 of 41.62 Mb and a scaffold N50 of 132.2 Mb over 18 pseudo-chromosomal scaffolds. The genome contained approximately 32.67% of repeat sequences. A total of 20,511 protein-coding genes were predicted, of which 88.9% were functionally annotated. Phylogenetic analyses indicated a close relation to the Red fox (Vulpes vulpes) with an estimated divergence time of ~3.7 million years ago (MYA). We performed separate enrichment analyses of species-unique genes, the expanded and contracted gene families, and positively selected genes. The results suggest an enrichment of pathways related to protein synthesis and response and an evolutionary mechanism by which cells respond to protein denaturation in response to heat stress. The enrichment of pathways related to lipid and glucose metabolism, potentially preventing stress from dehydration, and positive selection of genes related to vision, as well as stress responses in harsh environments, may reveal adaptive evolutionary mechanisms in the Corsac fox under harsh drought conditions. Additional detection of positive selection for genes associated with gustatory receptors may reveal a unique desert diet strategy for the species. This high-quality genome provides a valuable resource for studying mammalian drought adaptation and evolution in the genus Vulpes.
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Affiliation(s)
- Zhihao Zhang
- School of Life Science, Qufu Normal University, Qufu 273165, China
| | - Tian Xia
- School of Life Science, Qufu Normal University, Qufu 273165, China
| | - Shengyang Zhou
- School of Life Science, Qufu Normal University, Qufu 273165, China
| | - Xiufeng Yang
- School of Life Science, Qufu Normal University, Qufu 273165, China
| | - Tianshu Lyu
- School of Life Science, Qufu Normal University, Qufu 273165, China
| | - Lidong Wang
- School of Life Science, Qufu Normal University, Qufu 273165, China
| | - Jiaohui Fang
- School of Life Science, Qufu Normal University, Qufu 273165, China
| | - Qi Wang
- Hulunbuir Academy of Inland Lakes in Northern Cold & Arid Areas, Hulunbuir 021000, China
| | - Huashan Dou
- Hulunbuir Academy of Inland Lakes in Northern Cold & Arid Areas, Hulunbuir 021000, China
| | - Honghai Zhang
- School of Life Science, Qufu Normal University, Qufu 273165, China
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7
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Buswell VG, Ellis JS, Huml JV, Wragg D, Barnett MW, Brown A, Knight ME. When One's Not Enough: Colony Pool-Seq Outperforms Individual-Based Methods for Assessing Introgression in Apis mellifera mellifera. INSECTS 2023; 14:insects14050421. [PMID: 37233049 DOI: 10.3390/insects14050421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 04/22/2023] [Accepted: 04/24/2023] [Indexed: 05/27/2023]
Abstract
The human management of honey bees (Apis mellifera) has resulted in the widespread introduction of subspecies outside of their native ranges. One well known example of this is Apis mellifera mellifera, native to Northern Europe, which has now been significantly introgressed by the introduction of C lineage honey bees. Introgression has consequences for species in terms of future adaptive potential and long-term viability. However, estimating introgression in colony-living haplodiploid species is challenging. Previous studies have estimated introgression using individual workers, individual drones, multiple drones, and pooled workers. Here, we compare introgression estimates via three genetic approaches: SNP array, individual RAD-seq, and pooled colony RAD-seq. We also compare two statistical approaches: a maximum likelihood cluster program (ADMIXTURE) and an incomplete lineage sorting model (ABBA BABA). Overall, individual approaches resulted in lower introgression estimates than pooled colonies when using ADMIXTURE. However, the pooled colony ABBA BABA approach resulted in generally lower introgression estimates than all three ADMIXTURE estimates. These results highlight that sometimes one individual is not enough to assess colony-level introgression, and future studies that do use colony pools should not be solely dependent on clustering programs for introgression estimates.
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Affiliation(s)
- Victoria G Buswell
- School of Biological and Marine Sciences, University of Plymouth, Drake Circus, Plymouth PL4 8AA, UK
- Information and Computational Sciences, The James Hutton Institute, Dundee DD2 5DA, UK
| | - Jonathan S Ellis
- School of Biological and Marine Sciences, University of Plymouth, Drake Circus, Plymouth PL4 8AA, UK
| | - J Vanessa Huml
- School of Biological and Marine Sciences, University of Plymouth, Drake Circus, Plymouth PL4 8AA, UK
| | - David Wragg
- The Roslin Institute and Royal (Dick) School of Veterinary Studies, University of Edinburgh, Easter Bush Campus, Roslin EH25 9RG, UK
- Beebytes Analytics CIC, Roslin Innovation Centre, Easter Bush Campus, Roslin EH25 9RG, UK
| | - Mark W Barnett
- Beebytes Analytics CIC, Roslin Innovation Centre, Easter Bush Campus, Roslin EH25 9RG, UK
| | - Andrew Brown
- B4, Newton Farm Metherell, Cornwall, Callington PL17 8DQ, UK
| | - Mairi E Knight
- School of Biological and Marine Sciences, University of Plymouth, Drake Circus, Plymouth PL4 8AA, UK
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Stegemiller MR, Redden RR, Notter DR, Taylor T, Taylor JB, Cockett NE, Heaton MP, Kalbfleisch TS, Murdoch BM. Using whole genome sequence to compare variant callers and breed differences of US sheep. Front Genet 2023; 13:1060882. [PMID: 36685812 PMCID: PMC9846548 DOI: 10.3389/fgene.2022.1060882] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Accepted: 11/22/2022] [Indexed: 01/06/2023] Open
Abstract
As whole genome sequence (WGS) data sets have become abundant and widely available, so has the need for variant detection and scoring. The aim of this study was to compare the accuracy of commonly used variant calling programs, Freebayes and GATK HaplotypeCaller (GATK-HC), and to use U.S. sheep WGS data sets to identify novel breed-associated SNPs. Sequence data from 145 sheep consisting of 14 U.S. breeds were filtered and biallelic single nucleotide polymorphisms (SNPs) were retained for genotyping analyses. Genotypes from both programs were compared to each other and to genotypes from bead arrays. The SNPs from WGS were compared to the bead array data with breed heterozygosity, principal component analysis and identifying breed associated SNPs to analyze genetic diversity. The average sequence read depth was 2.78 reads greater with 6.11% more SNPs being identified in Freebayes compared to GATK-HC. The genotype concordance of the variant callers to bead array data was 96.0% and 95.5% for Freebayes and GATK-HC, respectively. Genotyping with WGS identified 10.5 million SNPs from all 145 sheep. This resulted in an 8% increase in measured heterozygosity and greater breed separation in the principal component analysis compared to the bead array analysis. There were 1,849 SNPs identified in only the Romanov sheep where all 10 rams were homozygous for one allele and the remaining 135 sheep from 13 breeds were homozygous for the opposite allele. Both variant calling programs had greater than 95% concordance of SNPs with bead array data, and either was suitably accurate for ovine WGS data sets. The use of WGS SNPs improved the resolution of PCA analysis and was critical for identifying Romanov breed-associated SNPs. Subsets of such SNPs could be used to estimate germplasm composition in animals without pedigree information.
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Affiliation(s)
- Morgan R. Stegemiller
- Department of Animal, Veterinary and Food Sciences, University of Idaho, Moscow, ID, United States
| | - Reid R. Redden
- Texas A&M AgriLife Research and Extension, Texas A&M University, San Angelo, TX, United States
| | - David R. Notter
- School of Animal Sciences, Virginia Tech, Blacksburg, VA, United States
| | - Todd Taylor
- Department of Animal and Dairy Sciences, University of Wisconsin-Madison, Madison, WI, United States
| | - J. Bret Taylor
- United States Sheep Experiment Station, United States Department of Agriculture, Agricultural Research Service, Dubois, ID, United States
| | - Noelle E. Cockett
- Department of Animal, Dairy and Veterinary Sciences, Utah State University, Logan, UT, United States
| | - Michael P. Heaton
- USDA, ARS, U.S. Meat Animal Research Center, Clay Center, NE, United States
| | - Theodore S. Kalbfleisch
- Gluck Equine Research Center, College of Agriculture, Food, and Environment, University of Kentucky, Lexington, KY, United States,*Correspondence: Theodore S. Kalbfleisch, ; Brenda M. Murdoch,
| | - Brenda M. Murdoch
- Department of Animal, Veterinary and Food Sciences, University of Idaho, Moscow, ID, United States,*Correspondence: Theodore S. Kalbfleisch, ; Brenda M. Murdoch,
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Khalkhali-Evrigh R, Hedayat N, Ming L, Jirimutu. Identification of selection signatures in Iranian dromedary and Bactrian camels using whole genome sequencing data. Sci Rep 2022; 12:9653. [PMID: 35688969 PMCID: PMC9187634 DOI: 10.1038/s41598-022-14376-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 06/06/2022] [Indexed: 11/20/2022] Open
Abstract
The Old World camels play an important role as one of the main food sources in large parts of Asia and Africa. Natural selection combined with artificial selection by human has affected parts of the domestic animal genome for adapting them to their habitats and meeting human needs. Here, we used whole genome sequencing data of 34 camels (including 14 dromedaries and 20 Bactrian camels) to identify the genomic signature of selection in the Iranian dromedary (ID) and Bactrian camels (IB). To detect the mentioned regions, we used two methods including population differentiation index (Fst) and cross-population extended haplotype homozygosity (XP-EHH) with 50 kb sliding window and 25 kb step size. Based on gene ontology analysis on the candidate genes identified for IB camels, we found GO terms associated with lung development, nervous system development, immune system and behavior. Also, we identified several genes related to body thermoregulation (ZNF516), meat quality (ANK1 and HSPA13), and high-altitude adaptation (OPA1) for IB camels. In the list of detected candidate genes under selection in ID camels, the genes related to energy metabolism (BDH1), reproduction (DLG1, IMMP2L and FRASI), long-term memory (GRIA1), kidney (SLC12A1), lung development (EMILIN2 and FBN1) and immunity (SOCS2, JAK1, NRROS and SENP1) were found. Our findings, along with further studies in this field, will strengthen our knowledge about the effect of selection on the camelid genome under different geographical, climatic and even cultural conditions.
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Affiliation(s)
- Reza Khalkhali-Evrigh
- Department of Animal Science, Faculty of Agriculture and Natural Recourses, University of Mohaghegh Ardabili, Ardabil, Iran
| | - Nemat Hedayat
- Department of Animal Science, Faculty of Agriculture and Natural Recourses, University of Mohaghegh Ardabili, Ardabil, Iran.
| | - Liang Ming
- College of Food Science and Engineering, Inner Mongolia Agricultural University, Huhhot, China
| | - Jirimutu
- College of Food Science and Engineering, Inner Mongolia Agricultural University, Huhhot, China
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