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Eleiwa A, Nadal J, Vilaprinyo E, Marin-Sanguino A, Sorribas A, Basallo O, Lucido A, Richart C, Pena RN, Ros-Freixedes R, Usie A, Alves R. Hybrid assembly and comparative genomics unveil insights into the evolution and biology of the red-legged partridge. Sci Rep 2024; 14:19531. [PMID: 39174643 PMCID: PMC11341709 DOI: 10.1038/s41598-024-70018-0] [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: 06/13/2024] [Accepted: 08/12/2024] [Indexed: 08/24/2024] Open
Abstract
The red-legged partridge Alectoris rufa plays a crucial role in the ecosystem of southwestern Europe, and understanding its genetics is vital for conservation and management. Here we sequence, assemble, and annotate a highly contiguous and nearly complete version of its genome. This assembly encompasses 96.9% of the avian genes flagged as essential in the BUSCO aves_odb10 dataset. Moreover, we pinpointed RNA and protein-coding genes, 95% of which had functional annotations. Notably, we observed significant chromosome rearrangements in comparison to quail (Coturnix japonica) and chicken (Gallus gallus). In addition, a comparative phylogenetic analysis of these genomes suggests that A. rufa and C. japonica diverged roughly 20 million years ago and that their common ancestor diverged from G. gallus 35 million years ago. Our assembly represents a significant advancement towards a complete reference genome for A. rufa, facilitating comparative avian genomics, and providing a valuable resource for future research and conservation efforts for the red-legged partridge.
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Affiliation(s)
| | | | - Ester Vilaprinyo
- Institut de Recerca Biomédica (IRBLleida), Lleida, Spain
- Universitat de Lleida (UdL), Lleida, Spain
| | - Alberto Marin-Sanguino
- Institut de Recerca Biomédica (IRBLleida), Lleida, Spain
- Universitat de Lleida (UdL), Lleida, Spain
| | - Albert Sorribas
- Institut de Recerca Biomédica (IRBLleida), Lleida, Spain
- Universitat de Lleida (UdL), Lleida, Spain
| | - Oriol Basallo
- Institut de Recerca Biomédica (IRBLleida), Lleida, Spain
- Universitat de Lleida (UdL), Lleida, Spain
| | - Abel Lucido
- Institut de Recerca Biomédica (IRBLleida), Lleida, Spain
- Universitat de Lleida (UdL), Lleida, Spain
| | | | - Ramona N Pena
- Universitat de Lleida (UdL), Lleida, Spain
- AGROTECNIO CERCA Center, Lleida, Spain
| | - Roger Ros-Freixedes
- Universitat de Lleida (UdL), Lleida, Spain
- AGROTECNIO CERCA Center, Lleida, Spain
| | - Anabel Usie
- Universitat de Lleida (UdL), Lleida, Spain
- Centro de Biotecnologia Agrícola e Agro-Alimentar do Alentejo (CEBAL)/Instituto Politécnico de Beja (IPBeja), Beja, Portugal
- MED-Instituto Mediterrâneo para a Agricultura, Ambiente e Desenvolvimento & CHANGE-Global Change and Sustainability Institute, Évora, Portugal
| | - Rui Alves
- Institut de Recerca Biomédica (IRBLleida), Lleida, Spain.
- Universitat de Lleida (UdL), Lleida, Spain.
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Zhou H, Huang X, Liu J, Ding J, Xu K, Zhu W, He C, Yang L, Zhu J, Han C, Qin C, Luo H, Chen K, Jiang S, Shi Y, Zeng J, Weng Z, Xu Y, Wang Q, Zhong M, Du B, Song S, Meng H. De novo Phased Genome Assembly, Annotation and Population Genotyping of Alectoris Chukar. Sci Data 2024; 11:162. [PMID: 38307880 PMCID: PMC10837146 DOI: 10.1038/s41597-024-02991-0] [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: 09/25/2023] [Accepted: 01/22/2024] [Indexed: 02/04/2024] Open
Abstract
The Alectoris Chukar (chukar) is the most geographically widespread partridge species in the world, demonstrating exceptional adaptability to diverse ecological environments. However, the scarcity of genetic resources for chukar has hindered research into its adaptive evolution and molecular breeding. In this study, we have sequenced and assembled a high-quality, phased chukar genome that consists of 31 pairs of relatively complete diploid chromosomes. Our BUSCO analysis reported a high completeness score of 96.8% and 96.5%, with respect to universal single-copy orthologs and a low duplication rate (0.3% and 0.5%) for two assemblies. Through resequencing and population genomic analyses of six subspecies, we have curated invaluable genotype data that underscores the adaptive evolution of chukar in response to both arid and high-altitude environments. These data will significantly contribute to research on how chukars adaptively evolve to cope with desertification and alpine climates.
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Affiliation(s)
- Hao Zhou
- Shanghai Collaborative Innovation Center of Agri-Seeds/School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Xunhe Huang
- Jiaying University/Guangdong Provincial Key Laboratory of Conservation and Precision Utilization of Characteristic Agricultural Resources in Mountainous Areas, Meizhou, 514015, China
| | - Jiajia Liu
- Shanghai Collaborative Innovation Center of Agri-Seeds/School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Jinmei Ding
- Shanghai Collaborative Innovation Center of Agri-Seeds/School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Ke Xu
- Shanghai Collaborative Innovation Center of Agri-Seeds/School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Wenqi Zhu
- Shanghai Collaborative Innovation Center of Agri-Seeds/School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Chuan He
- Shanghai Collaborative Innovation Center of Agri-Seeds/School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Lingyu Yang
- Shanghai Collaborative Innovation Center of Agri-Seeds/School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Jianshen Zhu
- Shanghai Collaborative Innovation Center of Agri-Seeds/School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Chengxiao Han
- Shanghai Collaborative Innovation Center of Agri-Seeds/School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Chao Qin
- Shanghai Collaborative Innovation Center of Agri-Seeds/School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Huaixi Luo
- Shanghai Collaborative Innovation Center of Agri-Seeds/School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Kangchun Chen
- Shanghai Collaborative Innovation Center of Agri-Seeds/School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Shengyao Jiang
- Shanghai Collaborative Innovation Center of Agri-Seeds/School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Yurou Shi
- School of Life Sciences, Lanzhou University, Lanzhou, 730000, China
| | - Jinyuan Zeng
- School of Life Sciences, Lanzhou University, Lanzhou, 730000, China
| | - Zhuoxian Weng
- Jiaying University/Guangdong Provincial Key Laboratory of Conservation and Precision Utilization of Characteristic Agricultural Resources in Mountainous Areas, Meizhou, 514015, China
| | - Yongjie Xu
- Jiaying University/Guangdong Provincial Key Laboratory of Conservation and Precision Utilization of Characteristic Agricultural Resources in Mountainous Areas, Meizhou, 514015, China
| | - Qing Wang
- Jiaying University/Guangdong Provincial Key Laboratory of Conservation and Precision Utilization of Characteristic Agricultural Resources in Mountainous Areas, Meizhou, 514015, China
| | - Ming Zhong
- Jiaying University/Guangdong Provincial Key Laboratory of Conservation and Precision Utilization of Characteristic Agricultural Resources in Mountainous Areas, Meizhou, 514015, China
| | - Bingwang Du
- Jiaying University/Guangdong Provincial Key Laboratory of Conservation and Precision Utilization of Characteristic Agricultural Resources in Mountainous Areas, Meizhou, 514015, China.
- Department of Animal Science, Guangdong Ocean University, Huguangyan East, Zhanjiang, Guangdong, 524088, China.
| | - Sen Song
- School of Life Sciences, Lanzhou University, Lanzhou, 730000, China.
| | - He Meng
- Shanghai Collaborative Innovation Center of Agri-Seeds/School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China.
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Garg KM, Dovih P, Chattopadhyay B. Hybrid de novo genome assembly of the sexually dimorphic Lady Amherst's pheasant. DNA Res 2024; 31:dsae001. [PMID: 38168719 PMCID: PMC10799330 DOI: 10.1093/dnares/dsae001] [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: 09/04/2023] [Revised: 12/28/2023] [Accepted: 01/02/2024] [Indexed: 01/05/2024] Open
Abstract
Pheasants are an important group of birds, valued for their economic benefit as poultry birds, game birds, and as ornamental species for their plumage. Lady Amherst's pheasant Chrysolophus amherstiae is an ornamental species, valued for its elaborate and beautiful plumage. In this study, we present a high-quality de novo hybrid genome assembly of C. amherstiae. Previous attempts to sequence the genome of this species resulted in draft-level assemblies, which are not available in the public domain. Using a combination of Illumina short reads and Oxford Nanopore's long-reads, we assembled a high-quality genome of N50 ~3.9 Mb and near complete BUSCO assessment. We observed a correlation between effective population size and past climatic conditions, with an increase in population size during the warm interglacial periods. We further observed significant fluctuations in genes involved with the immune system and visual perception. C. amherstiae is a highly dimorphic species, and significant fluctuations in gene families involved in immune response, visual perception, among others, suggesting a role of mate choice and sexual selection in the evolution and maintenance of exaggerated traits in the males.
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Affiliation(s)
- Kritika M Garg
- Centre for Interdisciplinary Archaeological Research, Ashoka University, Sonipat, Haryana 131029, India
- Department of Biology, Ashoka University, Sonipat, Haryana 131029, India
| | - Pilot Dovih
- School of Chemistry and Biotechnology, Sastra University, Thanjavur, Tamil Nadu 613401, India
- Trivedi School of Biosciences, Ashoka University, Sonipat, Haryana 131029, India
| | - Balaji Chattopadhyay
- Department of Biology, Ashoka University, Sonipat, Haryana 131029, India
- Trivedi School of Biosciences, Ashoka University, Sonipat, Haryana 131029, India
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Rocos NIE, Coulter FJ, Tan TCJ, Kaufman J. The minor chicken class I gene BF1 is deleted between short imperfect direct repeats in the B14 and typical B15 major histocompatibility complex (MHC) haplotypes. Immunogenetics 2023; 75:455-464. [PMID: 37405420 PMCID: PMC10514180 DOI: 10.1007/s00251-023-01313-9] [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: 05/24/2023] [Accepted: 06/10/2023] [Indexed: 07/06/2023]
Abstract
The chicken major histocompatibility complex (MHC, also known as the BF-BL region of the B locus) is notably small and simple with few genes, most of which are involved in antigen processing and presentation. There are two classical class I genes, of which only BF2 is well and systemically expressed as the major ligand for cytotoxic T lymphocytes (CTLs). The other class I gene, BF1, is believed to be primarily a natural killer (NK) cell ligand. Among most standard chicken MHC haplotypes examined in detail, BF1 is expressed tenfold less than BF2 at the RNA level due to defects in the promoter or in a splice site. However, in the B14 and typical B15 haplotypes, BF1 RNA was not detected, and here, we show that a deletion between imperfect 32 nucleotide direct repeats has removed the BF1 gene entirely. The phenotypic effects of not having a BF1 gene (particularly on resistance to infectious pathogens) have not been systematically explored, but such deletions between short direct repeats are also found in some BF1 promoters and in the 5' untranslated region (5'UTR) of some BG genes found in the BG region of the B locus. Despite the opposite transcriptional orientation of homologous genes in the chicken MHC, which might prevent the loss of key genes from a minimal essential MHC, it appears that small direct repeats can still lead to deletion.
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Affiliation(s)
- Nicolas I. E. Rocos
- Institute of Immunology and Infection Research, University of Edinburgh, Charlotte Auerbach Road, Edinburgh, EH9 3FL UK
| | - Felicity J. Coulter
- Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge, CB2 1QP UK
- Current Address: Oregon Health and Science University, 3181 SW Sam Jackson Park Road, Portland, OR 97239 USA
| | - Thomas C. J. Tan
- Institute of Immunology and Infection Research, University of Edinburgh, Charlotte Auerbach Road, Edinburgh, EH9 3FL UK
- Current Address: Wellcome Centre for Cell Biology, Max Born Crescent, Edinburgh, EH9 3BF UK
| | - Jim Kaufman
- Institute of Immunology and Infection Research, University of Edinburgh, Charlotte Auerbach Road, Edinburgh, EH9 3FL UK
- Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge, CB2 1QP UK
- Department of Veterinary Medicine, University of Cambridge, Madingley Road, Cambridge, CB3 0ES UK
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He K, Zhu Y, Yang SC, Ye Q, Fang SG, Wan QH. Major histocompatibility complex genomic investigation of endangered Chinese alligator provides insights into the evolution of tetrapod major histocompatibility complex and survival of critically bottlenecked species. Front Ecol Evol 2022. [DOI: 10.3389/fevo.2022.1078058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
BackgroundThe major histocompatibility complex (MHC) gene family, a vital immune gene family in vertebrates, helps animals defend against pathogens. The polymorphism of MHC genes is important for a species and is considered to be caused by the numerous alleles of MHC antigen-presenting genes. However, the mechanism of this process is unclear due to the lack of data on the MHC structure. The evolutionary trajectories of the tetrapod MHC are also unclear because of insufficient studies on the reptile MHC architecture. Here, we studied the Chinese alligator (Alligator sinensis), which experienced a population bottleneck, but the population increased rapidly in the past 30 years and is proposed to have a unique MHC system to face pathogenic challenges.ResultsWe successfully constructed a 2 Mb MHC region using bacterial artificial chromosome (BAC) library and genome data of the Chinese alligator and checked the antigen-presenting genes using transcriptome data and the rapid amplification of cDNA ends (RACE) technique. The MHC architecture reported here uncovers adjacent Class I and Class II subregions and a unique CD1 subregion. This newly added information suggested that the Class I-II structure pattern was more ancient in tetrapods and helped reconstruct the evolution of the MHC region architecture. We also found multiple groups of MHC class I (MHC-I) (12 duplicated loci, belonging to three groups, two of which were novel) and MHC class II (MHC-II) (11 duplicated loci, belonging to two groups) inside the 2 Mb MHC region, and there were three more duplicated MHC-I loci outside it. These highly duplicated antigen-presenting loci had differences in expression, amino acid length of antigen-presenting exons, and splice signal of exon and intron, which together promoted the polymorphism of duplicated genes. Although the MHC antigen-presenting genes were identified as monomorphic or oligomorphic in our previous population study, the loci with high copy numbers and many differences can make up for this loss, presenting another mechanism for polymorphism in antigen presentation. These MHC-I and MHC-IIB loci with low polymorphism for each locus, but high numbers in all, may also contribute to MHC antigen-presenting binding variability in a population.ConclusionTo summarize, the fine MHC region architecture of reptiles presented in this study completes the evolutionary trajectories of the MHC structure in tetrapods, and these distinctive MHC gene groups in the Chinese alligator may have helped this species to expand rapidly in the past recent years.
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Liu S, Chen H, Ouyang J, Huang M, Zhang H, Zheng S, Xi S, Tang H, Gao Y, Xiong Y, Cheng D, Chen K, Liu B, Li W, Ren J, Yan X, Mao H. A high-quality assembly reveals genomic characteristics, phylogenetic status, and causal genes for leucism plumage of Indian peafowl. Gigascience 2022; 11:giac018. [PMID: 35383847 PMCID: PMC8985102 DOI: 10.1093/gigascience/giac018] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 11/15/2021] [Accepted: 02/09/2022] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND The dazzling phenotypic characteristics of male Indian peafowl (Pavo cristatus) are attractive both to the female of the species and to humans. However, little is known about the evolution of the phenotype and phylogeny of these birds at the whole-genome level. So far, there are no reports regarding the genetic mechanism of the formation of leucism plumage in this variant of Indian peafowl. RESULTS A draft genome of Indian peafowl was assembled, with a genome size of 1.05 Gb (the sequencing depth is 362×), and contig and scaffold N50 were up to 6.2 and 11.4 Mb, respectively. Compared with other birds, Indian peafowl showed changes in terms of metabolism, immunity, and skeletal and feather development, which provided a novel insight into the phenotypic evolution of peafowl, such as the large body size and feather morphologies. Moreover, we determined that the phylogeny of Indian peafowl was more closely linked to turkey than chicken. Specifically, we first identified that PMEL was a potential causal gene leading to the formation of the leucism plumage variant in Indian peafowl. CONCLUSIONS This study provides an Indian peafowl genome of high quality, as well as a novel understanding of phenotypic evolution and phylogeny of Indian peafowl. These results provide a valuable reference for the study of avian genome evolution. Furthermore, the discovery of the genetic mechanism for the development of leucism plumage is both a breakthrough in the exploration of peafowl plumage and also offers clues and directions for further investigations of the avian plumage coloration and artificial breeding in peafowl.
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Affiliation(s)
- Shaojuan Liu
- College of Animal Science, South China Agricultural University, Guangzhou 510642, China
| | - Hao Chen
- College of Life Science, Jiangxi Science & Technology Normal University, Nanchang 330013, China
| | - Jing Ouyang
- College of Life Science, Jiangxi Science & Technology Normal University, Nanchang 330013, China
| | - Min Huang
- College of Animal Science, South China Agricultural University, Guangzhou 510642, China
| | - Hui Zhang
- College of Animal Science, South China Agricultural University, Guangzhou 510642, China
| | - Sumei Zheng
- College of Animal Science, South China Agricultural University, Guangzhou 510642, China
| | - Suwang Xi
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, China
| | - Hongbo Tang
- College of Life Science, Jiangxi Science & Technology Normal University, Nanchang 330013, China
| | - Yuren Gao
- College of Life Science, Jiangxi Science & Technology Normal University, Nanchang 330013, China
| | - Yanpeng Xiong
- College of Life Science, Jiangxi Science & Technology Normal University, Nanchang 330013, China
| | - Di Cheng
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, China
| | - Kaifeng Chen
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, China
| | - Bingbing Liu
- College of Animal Science, South China Agricultural University, Guangzhou 510642, China
| | - Wanbo Li
- Key Laboratory of Healthy Mariculture for the East China Sea, Ministry of Agriculture and Rural Affairs, Jimei University, Xiamen 361021, China
| | - Jun Ren
- College of Animal Science, South China Agricultural University, Guangzhou 510642, China
| | - Xueming Yan
- College of Life Science, Jiangxi Science & Technology Normal University, Nanchang 330013, China
| | - Huirong Mao
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, China
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7
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Immunity and lifespan: answering long-standing questions with comparative genomics. Trends Genet 2022; 38:650-661. [DOI: 10.1016/j.tig.2022.02.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Revised: 01/14/2022] [Accepted: 02/28/2022] [Indexed: 10/18/2022]
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He K, Liang CH, Zhu Y, Dunn P, Zhao A, Minias P. Reconstructing Macroevolutionary Patterns in Avian MHC Architecture With Genomic Data. Front Genet 2022; 13:823686. [PMID: 35251132 PMCID: PMC8893315 DOI: 10.3389/fgene.2022.823686] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2021] [Accepted: 01/25/2022] [Indexed: 12/28/2022] Open
Abstract
The Major Histocompatibility Complex (MHC) is a hyper-polymorphic genomic region, which forms a part of the vertebrate adaptive immune system and is crucial for intra- and extra-cellular pathogen recognition (MHC-I and MHC-IIA/B, respectively). Although recent advancements in high-throughput sequencing methods sparked research on the MHC in non-model species, the evolutionary history of MHC gene structure is still poorly understood in birds. Here, to explore macroevolutionary patterns in the avian MHC architecture, we retrieved contigs with antigen-presenting MHC and MHC-related genes from available genomes based on third-generation sequencing. We identified: 1) an ancestral avian MHC architecture with compact size and tight linkage between MHC-I, MHC-IIA/IIB and MHC-related genes; 2) three major patterns of MHC-IIA/IIB unit organization in different avian lineages; and 3) lineage-specific gene translocation events (e.g., separation of the antigen-processing TAP genes from the MHC-I region in passerines), and 4) the presence of a single MHC-IIA gene copy in most taxa, showing evidence of strong purifying selection (low dN/dS ratio and low number of positively selected sites). Our study reveals long-term macroevolutionary patterns in the avian MHC architecture and provides the first evidence of important transitions in the genomic arrangement of the MHC region over the last 100 million years of bird evolution.
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Affiliation(s)
- Ke He
- College of Animal Science and Technology, College of Veterinary Medicine, Zhejiang Agriculture and Forestry University, Key Laboratory of Applied Technology on Green-Eco-Healthy Animal Husbandry of Zhejiang Province, Hangzhou, China
- *Correspondence: Ke He, ; Piotr Minias,
| | - Chun-hong Liang
- College of Animal Science and Technology, College of Veterinary Medicine, Zhejiang Agriculture and Forestry University, Key Laboratory of Applied Technology on Green-Eco-Healthy Animal Husbandry of Zhejiang Province, Hangzhou, China
| | - Ying Zhu
- Institute of Qinghai-Tibetan Plateau, Southwest Minzu University, Chengdu, China
| | - Peter Dunn
- Behavioral and Molecular Ecology Group, Department of Biological Sciences, University of Wisconsin-Milwaukee, Milwaukee, WI, United States
| | - Ayong Zhao
- College of Animal Science and Technology, College of Veterinary Medicine, Zhejiang Agriculture and Forestry University, Key Laboratory of Applied Technology on Green-Eco-Healthy Animal Husbandry of Zhejiang Province, Hangzhou, China
| | - Piotr Minias
- Department of Biodiversity Studies and Bioeducation, Faculty of Biology and Environmental Protection, University of Łodz, Łódź, Poland
- *Correspondence: Ke He, ; Piotr Minias,
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