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Wang T, Ma X, Ma C, Wu X, ZhaXi T, Yin L, Li W, Li Y, Liang C, Yan P. Whole genome resequencing-based analysis of plateau adaptation in Meiren yak ( Bos grunniens). Anim Biotechnol 2024; 35:2298406. [PMID: 38193808 DOI: 10.1080/10495398.2023.2298406] [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] [Indexed: 01/10/2024]
Abstract
The Meiren yak is an important genetic resource in Gansu Province, China. In this study, we aimed to explore the evolutionary history and population structure of the genetic resource of Meiren yak and to mine the characteristic genes of Meiren yak. We analysed a total of 93 yaks of eight yak breeds based on whole genome resequencing combined with population genomics and used θπ ratio and Fst method to screen the selected sites in the genome region. The results proved that Meiren yak can be used as a potential genetic resource in Gansu Province. The genes in Meiren yak with positive selection in selection signal analysis were subjected to the Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) functional enrichment analyses, which indicated that the genes were related to the adaptability to high altitude and hypoxic environment. By analysing the genetic variation of Meiren yak at the genome-wide level, this study provided a theoretical basis for genetic improvement of Meiren yak and for the development of high-quality yak resources.
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Affiliation(s)
- Tong Wang
- Key Laboratory of Yak Breeding Engineering Gansu Province, Lanzhou Institute of Husbandry and Pharmaceutical Sciences, Chinese Academy of Agricultural Sciences, Lanzhou, China
- Key Laboratory of Animal Genetics and Breeding on Tibetan Plateau, Ministry of Agriculture and Rural Affairs, Lanzhou, China
- Life science and Engineering College, Northwest Minzu University, Lanzhou, China
| | - XiaoMing Ma
- Key Laboratory of Yak Breeding Engineering Gansu Province, Lanzhou Institute of Husbandry and Pharmaceutical Sciences, Chinese Academy of Agricultural Sciences, Lanzhou, China
- Key Laboratory of Animal Genetics and Breeding on Tibetan Plateau, Ministry of Agriculture and Rural Affairs, Lanzhou, China
| | - ChaoFan Ma
- Key Laboratory of Yak Breeding Engineering Gansu Province, Lanzhou Institute of Husbandry and Pharmaceutical Sciences, Chinese Academy of Agricultural Sciences, Lanzhou, China
- Key Laboratory of Animal Genetics and Breeding on Tibetan Plateau, Ministry of Agriculture and Rural Affairs, Lanzhou, China
- Life science and Engineering College, Northwest Minzu University, Lanzhou, China
| | - XiaoYun Wu
- Key Laboratory of Yak Breeding Engineering Gansu Province, Lanzhou Institute of Husbandry and Pharmaceutical Sciences, Chinese Academy of Agricultural Sciences, Lanzhou, China
- Key Laboratory of Animal Genetics and Breeding on Tibetan Plateau, Ministry of Agriculture and Rural Affairs, Lanzhou, China
| | - Ta ZhaXi
- Qilian County Veterinary Animal Husbandry Station, Qinghai, China
| | - LiXin Yin
- Huazhi Biotech Co. Ltd, Changsha, China
| | - WeiGuo Li
- Huazhi Biotech Co. Ltd, Changsha, China
| | - YuFei Li
- Huazhi Biotech Co. Ltd, Changsha, China
| | - ChunNian Liang
- Key Laboratory of Yak Breeding Engineering Gansu Province, Lanzhou Institute of Husbandry and Pharmaceutical Sciences, Chinese Academy of Agricultural Sciences, Lanzhou, China
- Key Laboratory of Animal Genetics and Breeding on Tibetan Plateau, Ministry of Agriculture and Rural Affairs, Lanzhou, China
| | - Ping Yan
- Key Laboratory of Yak Breeding Engineering Gansu Province, Lanzhou Institute of Husbandry and Pharmaceutical Sciences, Chinese Academy of Agricultural Sciences, Lanzhou, China
- Key Laboratory of Animal Genetics and Breeding on Tibetan Plateau, Ministry of Agriculture and Rural Affairs, Lanzhou, China
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2
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Hu C, Liu G, Zhang Z, Pan Q, Zhang X, Liu W, Li Z, Li M, Zhu P, Ji T, Garber PA, Zhou X. Genetic linkage disequilibrium of deleterious mutations in threatened mammals. EMBO Rep 2024:10.1038/s44319-024-00307-2. [PMID: 39487369 DOI: 10.1038/s44319-024-00307-2] [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: 09/28/2023] [Revised: 10/09/2024] [Accepted: 10/16/2024] [Indexed: 11/04/2024] Open
Abstract
The impact of negative selection against deleterious mutations in endangered species remains underexplored. Recent studies have measured mutation load by comparing the accumulation of deleterious mutations, however, this method is most effective when comparing within and between populations of phylogenetically closely related species. Here, we introduced new statistics, LDcor, and its standardized form nLDcor, which allows us to detect and compare global linkage disequilibrium of deleterious mutations across species using unphased genotypes. These statistics measure averaged pairwise standardized covariance and standardize mutation differences based on the standard deviation of alleles to reflect selection intensity. We then examined selection strength in the genomes of seven mammals. Tigers exhibited an over-dispersion of deleterious mutations, while gorillas, giant pandas, and golden snub-nosed monkeys displayed negative linkage disequilibrium. Furthermore, the distribution of deleterious mutations in threatened mammals did not reveal consistent trends. Our results indicate that these newly developed statistics could help us understand the genetic burden of threatened species.
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Affiliation(s)
- Chunyan Hu
- Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, 100101, Beijing, China
- University of Chinese Academy of Sciences, 100049, Beijing, China
| | - Gaoming Liu
- Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, 100101, Beijing, China
| | - Zhan Zhang
- Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, 100101, Beijing, China
- University of Chinese Academy of Sciences, 100049, Beijing, China
| | - Qi Pan
- Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, 100101, Beijing, China
- University of Chinese Academy of Sciences, 100049, Beijing, China
| | - Xiaoxiao Zhang
- Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, 100101, Beijing, China
- University of Chinese Academy of Sciences, 100049, Beijing, China
| | - Weiqiang Liu
- Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, 100101, Beijing, China
- University of Chinese Academy of Sciences, 100049, Beijing, China
| | - Zihao Li
- Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, 100101, Beijing, China
- University of Chinese Academy of Sciences, 100049, Beijing, China
| | - Meng Li
- Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, 100101, Beijing, China
| | - Pingfen Zhu
- Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, 100101, Beijing, China
| | - Ting Ji
- Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, 100101, Beijing, China
| | - Paul A Garber
- Department of Anthropology, Program in Ecology, Evolution, and Conservation Biology, University of Illinois, Urbana, IL, USA
- International Center of Boidiversity and Primate Conservation, Dali University, Dali, China
| | - Xuming Zhou
- Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, 100101, Beijing, China.
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3
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Tabin JA, Chiasson KA. Evolutionary insights into Felidae iris color through ancestral state reconstruction. iScience 2024; 27:110903. [PMID: 39391740 PMCID: PMC11465125 DOI: 10.1016/j.isci.2024.110903] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Revised: 12/20/2023] [Accepted: 09/04/2024] [Indexed: 10/12/2024] Open
Abstract
Few studies have explored eye (iris) color evolution beyond humans and domesticated animals. Felids exhibit significant eye color diversity, unlike their brown-eyed relatives, making them an ideal model to study the evolution of eye color in natural populations. Through machine learning analysis of public photographs, five felid eye colors were identified: brown, green, yellow, gray, and blue. The presence or absence of these colors was reconstructed on a phylogeny, as well as their specific quantitative shades. The ancestral felid population likely had brown-eyed and gray-eyed individuals, the latter color being pivotal for the diversification of eye color seen in modern felids. Additionally, yellow eyes are highly associated with and may be necessary for, the evolution of round pupils in felids. These findings enhance the understanding of eye color evolution, and the methods presented in this work are widely applicable and will facilitate future research into the phylogenetic reconstruction of color beyond irises.
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Affiliation(s)
- Julius A. Tabin
- Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA
| | - Katherine A. Chiasson
- Krieger School of Arts and Sciences, Johns Hopkins University, Baltimore, MD 21218, USA
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4
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Armstrong EE, Mooney JA, Solari KA, Kim BY, Barsh GS, Grant VB, Greenbaum G, Kaelin CB, Panchenko K, Pickrell JK, Rosenberg N, Ryder OA, Yokoyama T, Ramakrishnan U, Petrov DA, Hadly EA. Unraveling the genomic diversity and admixture history of captive tigers in the United States. Proc Natl Acad Sci U S A 2024; 121:e2402924121. [PMID: 39298482 PMCID: PMC11441546 DOI: 10.1073/pnas.2402924121] [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: 02/20/2024] [Accepted: 08/09/2024] [Indexed: 09/21/2024] Open
Abstract
Genomic studies of endangered species have primarily focused on describing diversity patterns and resolving phylogenetic relationships, with the overarching goal of informing conservation efforts. However, few studies have investigated genomic diversity housed in captive populations. For tigers (Panthera tigris), captive individuals vastly outnumber those in the wild, but their diversity remains largely unexplored. Privately owned captive tiger populations have remained an enigma in the conservation community, with some believing that these individuals are severely inbred, while others believe they may be a source of now-extinct diversity. Here, we present a large-scale genetic study of the private (non-zoo) captive tiger population in the United States, also known as "Generic" tigers. We find that the Generic tiger population has an admixture fingerprint comprising all six extant wild tiger subspecies. Of the 138 Generic individuals sequenced for the purpose of this study, no individual had ancestry from only one subspecies. We show that the Generic tiger population has a comparable amount of genetic diversity relative to most wild subspecies, few private variants, and fewer deleterious mutations. We observe inbreeding coefficients similar to wild populations, although there are some individuals within both the Generic and wild populations that are substantially inbred. Additionally, we develop a reference panel for tigers that can be used with imputation to accurately distinguish individuals and assign ancestry with ultralow coverage (0.25×) data. By providing a cost-effective alternative to whole-genome sequencing (WGS), the reference panel provides a resource to assist in tiger conservation efforts for both ex- and in situ populations.
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Affiliation(s)
| | - Jazlyn A Mooney
- Department of Biology, Stanford University, Stanford, CA 94305
- Department of Quantitative and Computational Biology, University of Southern California, Los Angeles, CA 90089
| | | | - Bernard Y Kim
- Department of Biology, Stanford University, Stanford, CA 94305
| | - Gregory S Barsh
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806
- Department of Genetics, School of Medine, Stanford University, Stanford, CA 94305
| | | | - Gili Greenbaum
- Department of Ecology, Evolution & Behavior, The Hebrew University of Jerusalem, Jerusalem 9190500, Israel
| | - Christopher B Kaelin
- Department of Genetics, School of Medine, Stanford University, Stanford, CA 94305
| | - Katya Panchenko
- Department of Biology, Stanford University, Stanford, CA 94305
| | | | - Noah Rosenberg
- Department of Biology, Stanford University, Stanford, CA 94305
| | | | - Tsuya Yokoyama
- Department of Biology, Stanford University, Stanford, CA 94305
| | - Uma Ramakrishnan
- National Centre for Biological Sciences, Tata Institute for Fundamental Research, Bangalore 560065, India
| | - Dmitri A Petrov
- Department of Biology, Stanford University, Stanford, CA 94305
- Chan Zuckerberg BioHub, San Francisco, CA 94158
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA 94305
| | - Elizabeth A Hadly
- Department of Biology, Stanford University, Stanford, CA 94305
- Department of Earth System Science, Stanford University, Stanford, CA 94305
- Woods Institute for the Environment, Stanford University, Stanford, CA 94305
- Center for Innovation in Global Health, Stanford University, Stanford, CA 94305
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5
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Ewart KM, Sitam FT, Giarat Ali NANB, Ogden R, Morgan KI, Tran HM, Bui TPT, Nguyen TQ, Nguyen SG, Rosli N, Penchart K, Ouitavon K, McEwing R. TigerBase: A DNA registration system to enhance enforcement and compliance testing of captive tiger facilities. Forensic Sci Int Genet 2024; 74:103149. [PMID: 39316956 DOI: 10.1016/j.fsigen.2024.103149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Revised: 08/22/2024] [Accepted: 09/18/2024] [Indexed: 09/26/2024]
Abstract
The illegal trade in tigers (Panthera tigris) and their derivatives, such as bones, teeth and pelts, is a major threat to the species' long-term persistence. As wild tiger populations have dwindled, a large proportion of trafficked tiger products now derive from captive breeding facilities found throughout Asia. Moreover, wild tigers have been poached and laundered into captive facilities, then falsely designated as captive-bred. The establishment of a DNA registration system is recognized as a key tool to monitor compliance of captive facilities, support tiger trade investigations and improve prosecution outcomes. Here, we present a standardised wildlife forensic DNA profiling system for captive tigers called TigerBase. TigerBase has been developed in four South-East Asia countries with captive tiger facilities: Malaysia, Vietnam, Thailand and Lao PDR. TigerBase DNA profile data is based on 60 single nucleotide polymorphism (SNP) markers, genotyped using two different TaqMan®-based approaches: OpenArray® chip (capable of genotyping 60 SNPs for 48 samples in a single chip), and singleplex TaqMan® assays (capable of genotyping one SNP for one sample per reaction). Of the 60 SNPs, 53 are autosomal nuclear markers, suitable for individualisation and parentage applications, two are sex-linked markers, suitable for sexing, and five are mtDNA markers, suitable for maternal subspecies identification. We conducted a series of validation experiments to investigate the reliability and limitations of these SNP genotyping platforms. We found that the OpenArray® chip platform is more appropriate for generating reference data given its greater throughput, while the singleplex TaqMan® assays are more appropriate for genotyping lower quality casework samples, given their higher sensitivity and throughput flexibility. Only 19 autosomal nuclear markers were validated as singleplex TaqMan® assays, which generally provides ample power for individualisation analysis (probability of identity among siblings was <6.9 ×10-4), but may lack power for specific parentage questions, such as determining parentage of an offspring when one of the parent's genotypes is missing. Further, we have developed pipelines to support standardised SNP calling and decrease the chance of genotyping errors through the use of analytical workflows and synthetic positive controls. We expect the implementation of TigerBase will enhance enforcement of tiger trafficking cases and encourage compliance among captive tiger facilities, together contributing to combatting the illegal tiger trade.
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Affiliation(s)
- Kyle M Ewart
- TRACE Wildlife Forensics Network, Edinburgh, United Kingdom; School of Life and Environmental Sciences, University of Sydney, Sydney, Australia.
| | - Frankie T Sitam
- National Wildlife Forensic Laboratory, Department of Wildlife and National Parks (PERHILITAN), Kuala Lumpur, Malaysia
| | | | - Rob Ogden
- TRACE Wildlife Forensics Network, Edinburgh, United Kingdom; Royal (Dick) School of Veterinary Studies and the Roslin Institute, Easter Bush Campus, University of Edinburgh, Edinburgh, UK
| | - Kelly I Morgan
- TRACE Wildlife Forensics Network, Edinburgh, United Kingdom
| | - Hieu M Tran
- TRACE Wildlife Forensics Network, Edinburgh, United Kingdom; Institute of Ecology and Biological Resources, Vietnam Academy of Science and Technology, Hanoi, Viet Nam
| | - Thanh P T Bui
- TRACE Wildlife Forensics Network, Edinburgh, United Kingdom; Institute of Ecology and Biological Resources, Vietnam Academy of Science and Technology, Hanoi, Viet Nam
| | - Truong Q Nguyen
- Institute of Ecology and Biological Resources, Vietnam Academy of Science and Technology, Hanoi, Viet Nam; Graduate University of Science and Technology, Vietnam Academy of Science and Technology, Hanoi, Viet Nam
| | - Son G Nguyen
- Institute of Ecology and Biological Resources, Vietnam Academy of Science and Technology, Hanoi, Viet Nam
| | - Norsyamimi Rosli
- National Wildlife Forensic Laboratory, Department of Wildlife and National Parks (PERHILITAN), Kuala Lumpur, Malaysia
| | | | - Kanita Ouitavon
- WIFOS Laboratory, Department of National Parks, Bangkok, Thailand
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6
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Das A, Suvo MSH, Shaha M, Gupta MD. Genome sequencing of captive white tigers from Bangladesh. BMC Genom Data 2024; 25:52. [PMID: 38844863 PMCID: PMC11155014 DOI: 10.1186/s12863-024-01239-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2024] [Accepted: 05/30/2024] [Indexed: 06/09/2024] Open
Abstract
OBJECTIVES The Bengal tiger Panthera tigris tigris, is an emblematic animal for Bangladesh. Despite being the apex predator in the wild, their number is decreasing due to anthropogenic activities such as hunting, urbanization, expansion of agriculture and deforestation. By contrast, captive tigers are flourishing due to practical conservation efforts. Breeding within the small captive population can produce inbreeding depression and genetic bottlenecks, which may limit the success of conservation efforts. Despite past decades of research, a comprehensive database on genetic variation in the captive and wild Bengal tigers in Bangladesh still needs to be included. Therefore, this research aimed to investigate the White Bengal tiger genome to create a resource for future studies to understand variation underlying important functional traits. DATA DESCRIPTION Blood samples from Chattogram Zoo were collected for three white Bengal tigers. Genomic DNA for all collected samples were extracted using a commercial DNA extraction kit. Whole genome sequencing was performed using a DNBseq platform. We generated 77 Gb of whole-genome sequencing (WGS) data for three white Bengal tigers (Average 11X coverage/sample). The data we generated will establish a paradigm for tiger research in Bangladesh by providing a genomic resource for future functional studies on the Bengal white tiger.
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Affiliation(s)
- Ashutosh Das
- Department of Genetics and Animal Breeding, Faculty of Veterinary Medicine, Chattogram Veterinary and Animal Sciences University, Khulshi, Chattogram-4225, Bangladesh.
| | | | - Mishuk Shaha
- Department of Genetics and Animal Breeding, Faculty of Veterinary Medicine, Chattogram Veterinary and Animal Sciences University, Khulshi, Chattogram-4225, Bangladesh
| | - Mukta Das Gupta
- Department of Microbiology and Veterinary Public Health, Faculty of Veterinary Medicine, Chattogram Veterinary and Animal Sciences University, Khulshi, Chattogram-4225, Bangladesh
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Ning Y, Liu D, Gu J, Zhang Y, Roberts NJ, Guskov VY, Sun J, Liu D, Gong M, Qi J, He Z, Shi C, Jiang G. The genetic status and rescue measure for a geographically isolated population of Amur tigers. Sci Rep 2024; 14:8088. [PMID: 38582794 PMCID: PMC10998829 DOI: 10.1038/s41598-024-58746-9] [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: 08/18/2023] [Accepted: 04/02/2024] [Indexed: 04/08/2024] Open
Abstract
The Amur tiger is currently confronted with challenges of anthropogenic development, leading to its population becoming fragmented into two geographically isolated groups: smaller and larger ones. Small and isolated populations frequently face a greater extinction risk, yet the small tiger population's genetic status and survival potential have not been assessed. Here, a total of 210 samples of suspected Amur tiger feces were collected from this small population, and the genetic background and population survival potentials were assessed by using 14 microsatellite loci. Our results demonstrated that the mean number of alleles in all loci was 3.7 and expected heterozygosity was 0.6, indicating a comparatively lower level of population genetic diversity compared to previously reported studies on other subspecies. The genetic estimates of effective population size (Ne) and the Ne/N ratio were merely 7.6 and 0.152, respectively, representing lower values in comparison to the Amur tiger population in Sikhote-Alin (the larger group). However, multiple methods have indicated the possibility of genetic divergence within our isolated population under study. Meanwhile, the maximum kinship recorded was 0.441, and the mean inbreeding coefficient stood at 0.0868, both of which are higher than those observed in other endangered species, such as the African lion and the grey wolf. Additionally, we have identified a significant risk of future extinction if the lethal equivalents were to reach 6.26, which is higher than that of other large carnivores. Further, our simulation results indicated that an increase in the number of breeding females would enhance the prospects of this population. In summary, our findings provide a critical theoretical basis for further bailout strategies concerning Amur tigers.
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Affiliation(s)
- Yao Ning
- College of Life Science, Jilin Agricultural University, 2888 Xincheng Street, Changchun, 130118, China
| | - Dongqi Liu
- Feline Research Center of National Forestry and Grassland Administration, College of Wildlife and Protected Area, Northeast Forestry University, Harbin, China
| | - Jiayin Gu
- Feline Research Center of National Forestry and Grassland Administration, College of Wildlife and Protected Area, Northeast Forestry University, Harbin, China
| | - Yifei Zhang
- College of Life Science, Jilin Agricultural University, 2888 Xincheng Street, Changchun, 130118, China
| | - Nathan James Roberts
- Feline Research Center of National Forestry and Grassland Administration, College of Wildlife and Protected Area, Northeast Forestry University, Harbin, China
| | - Valentin Yu Guskov
- Federal Scientific Center of the East Asia Terrestrial Biodiversity, Far Eastern Branch of Russian Academy of Sciences (FSCEATB FEB RAS), Vladivostok, Russian Federation
| | - Jiale Sun
- Feline Research Center of National Forestry and Grassland Administration, College of Wildlife and Protected Area, Northeast Forestry University, Harbin, China
| | - Dan Liu
- Siberian Tiger Park, Harbin, 150028, Heilongjiang, China
| | - Ming Gong
- Siberian Tiger Park, Harbin, 150028, Heilongjiang, China
| | - Jinzhe Qi
- Feline Research Center of National Forestry and Grassland Administration, College of Wildlife and Protected Area, Northeast Forestry University, Harbin, China
| | - Zhijian He
- Feline Research Center of National Forestry and Grassland Administration, College of Wildlife and Protected Area, Northeast Forestry University, Harbin, China
| | - Chunmei Shi
- College of Mathematics and Computer Science, Zhejiang Agriculture and Forestry University, Hangzhou, China
| | - Guangshun Jiang
- Feline Research Center of National Forestry and Grassland Administration, College of Wildlife and Protected Area, Northeast Forestry University, Harbin, China.
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8
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Zhang W, Lin K, Fu W, Xie J, Fan X, Zhang M, Luo H, Yin Y, Guo Q, Huang H, Chen T, Lin X, Yuan Y, Huang C, Du S. Insights for the Captive Management of South China Tigers Based on a Large-Scale Genetic Survey. Genes (Basel) 2024; 15:398. [PMID: 38674333 PMCID: PMC11049310 DOI: 10.3390/genes15040398] [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: 02/17/2024] [Revised: 03/17/2024] [Accepted: 03/22/2024] [Indexed: 04/28/2024] Open
Abstract
There is an urgent need to find a way to improve the genetic diversity of captive South China tiger (SCT, Panthera tigris amoyensis), the most critically endangered taxon of living tigers, facing inbreeding depression. The genomes showed that 13 hybrid SCTs from Meihuashan were divided into two groups; one group included three individuals who had a closer relationship with pureblood SCTs than another group. The three individuals shared more that 40% of their genome with pureblood SCTs and might be potential individuals for genetic rescuing in SCTs. A large-scale genetic survey based on 319 pureblood SCTs showed that the mean microsatellite inbreeding coefficient of pureblood SCTs decreased significantly from 0.1789 to 0.0600 (p = 0.000009) and the ratio of heterozygous loci increased significantly from 38.5% to 43.2% (p = 0.02) after one individual of the Chongqing line joined the Suzhou line and began to breed in the mid-1980s, which is a reason why the current SCTs keep a moderate level of microsatellite heterozygosity and nucleotide diversity. However, it is important to establish a back-up population based on the three individuals through introducing one pureblood SCT into the back-up population every year. The back-up population should be an important reserve in case the pureblood SCTs are in danger in the future.
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Affiliation(s)
- Wenping Zhang
- Key Laboratory of Monitoring Biological Diversity in Minshan Mountain of National Park of Giant Pandas, College of Life Science & Biotechnology, Mianyang Normal University, Mianyang 621000, China; (W.Z.)
| | - Kaixiong Lin
- Fujian Meihuashan Institute of South China Tiger Breeding, Longyan 364201, China; (K.L.); (H.L.)
| | - Wenyuan Fu
- Longyan Geopark Protection and Development Center, Longyan 364201, China
| | - Junjin Xie
- Chengdu Research Base of Giant Panda Breeding, Chengdu 610081, China
| | - Xueyang Fan
- Chengdu Research Base of Giant Panda Breeding, Chengdu 610081, China
| | - Mingchun Zhang
- China Conservation and Research Center for the Giant Panda, Chengdu 611830, China;
| | - Hongxing Luo
- Fujian Meihuashan Institute of South China Tiger Breeding, Longyan 364201, China; (K.L.); (H.L.)
| | | | - Qiang Guo
- Key Laboratory of Monitoring Biological Diversity in Minshan Mountain of National Park of Giant Pandas, College of Life Science & Biotechnology, Mianyang Normal University, Mianyang 621000, China; (W.Z.)
| | - He Huang
- Chengdu Research Base of Giant Panda Breeding, Chengdu 610081, China
| | - Tengteng Chen
- Fujian Meihuashan Institute of South China Tiger Breeding, Longyan 364201, China; (K.L.); (H.L.)
| | - Xipan Lin
- Fujian Meihuashan Institute of South China Tiger Breeding, Longyan 364201, China; (K.L.); (H.L.)
| | | | - Cheng Huang
- Fujian Meihuashan Institute of South China Tiger Breeding, Longyan 364201, China; (K.L.); (H.L.)
| | - Shizhang Du
- Key Laboratory of Monitoring Biological Diversity in Minshan Mountain of National Park of Giant Pandas, College of Life Science & Biotechnology, Mianyang Normal University, Mianyang 621000, China; (W.Z.)
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9
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Kyriazis CC, Robinson JA, Lohmueller KE. Using Computational Simulations to Model Deleterious Variation and Genetic Load in Natural Populations. Am Nat 2023; 202:737-752. [PMID: 38033186 PMCID: PMC10897732 DOI: 10.1086/726736] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2023]
Abstract
AbstractDeleterious genetic variation is abundant in wild populations, and understanding the ecological and conservation implications of such variation is an area of active research. Genomic methods are increasingly used to quantify the impacts of deleterious variation in natural populations; however, these approaches remain limited by an inability to accurately predict the selective and dominance effects of mutations. Computational simulations of deleterious variation offer a complementary tool that can help overcome these limitations, although such approaches have yet to be widely employed. In this perspective article, we aim to encourage ecological and conservation genomics researchers to adopt greater use of computational simulations to aid in deepening our understanding of deleterious variation in natural populations. We first provide an overview of the components of a simulation of deleterious variation, describing the key parameters involved in such models. Next, we discuss several approaches for validating simulation models. Finally, we compare and validate several recently proposed deleterious mutation models, demonstrating that models based on estimates of selection parameters from experimental systems are biased toward highly deleterious mutations. We describe a new model that is supported by multiple orthogonal lines of evidence and provide example scripts for implementing this model (https://github.com/ckyriazis/simulations_review).
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10
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Lescroart J, Bonilla-Sánchez A, Napolitano C, Buitrago-Torres DL, Ramírez-Chaves HE, Pulido-Santacruz P, Murphy WJ, Svardal H, Eizirik E. Extensive Phylogenomic Discordance and the Complex Evolutionary History of the Neotropical Cat Genus Leopardus. Mol Biol Evol 2023; 40:msad255. [PMID: 37987559 PMCID: PMC10701098 DOI: 10.1093/molbev/msad255] [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: 08/31/2023] [Revised: 11/07/2023] [Accepted: 11/13/2023] [Indexed: 11/22/2023] Open
Abstract
Even in the genomics era, the phylogeny of Neotropical small felids comprised in the genus Leopardus remains contentious. We used whole-genome resequencing data to construct a time-calibrated consensus phylogeny of this group, quantify phylogenomic discordance, test for interspecies introgression, and assess patterns of genetic diversity and demographic history. We infer that the Leopardus radiation started in the Early Pliocene as an initial speciation burst, followed by another in its subgenus Oncifelis during the Early Pleistocene. Our findings challenge the long-held notion that ocelot (Leopardus pardalis) and margay (L. wiedii) are sister species and instead indicate that margay is most closely related to the enigmatic Andean cat (L. jacobita), whose whole-genome data are reported here for the first time. In addition, we found that the newly sampled Andean tiger cat (L. tigrinus pardinoides) population from Colombia associates closely with Central American tiger cats (L. tigrinus oncilla). Genealogical discordance was largely attributable to incomplete lineage sorting, yet was augmented by strong gene flow between ocelot and the ancestral branch of Oncifelis, as well as between Geoffroy's cat (L. geoffroyi) and southern tiger cat (L. guttulus). Contrasting demographic trajectories have led to disparate levels of current genomic diversity, with a nearly tenfold difference in heterozygosity between Andean cat and ocelot, spanning the entire range of variability found in extant felids. Our analyses improved our understanding of the speciation history and diversity patterns in this felid radiation, and highlight the benefits to phylogenomic inference of embracing the many heterogeneous signals scattered across the genome.
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Affiliation(s)
- Jonas Lescroart
- Department of Biology, University of Antwerp, Antwerp, Belgium
- School of Health and Life Sciences, Pontifical Catholic University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Alejandra Bonilla-Sánchez
- School of Health and Life Sciences, Pontifical Catholic University of Rio Grande do Sul, Porto Alegre, Brazil
- Faculty of Exact and Natural Sciences, University of Antioquia, Medellín, Colombia
| | - Constanza Napolitano
- Department of Biological Sciences and Biodiversity, University of Los Lagos, Osorno, Chile
- Institute of Ecology and Biodiversity, Concepción, Chile
- Cape Horn International Center, Puerto Williams, Chile
- Andean Cat Alliance, Villa Carlos Paz, Argentina
| | - Diana L Buitrago-Torres
- School of Health and Life Sciences, Pontifical Catholic University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Héctor E Ramírez-Chaves
- Department of Biological Sciences, University of Caldas, Manizales, Colombia
- Centro de Museos, Museo de Historia Natural, University of Caldas, Manizales, Colombia
| | | | - 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
| | - Hannes Svardal
- Department of Biology, University of Antwerp, Antwerp, Belgium
- Naturalis Biodiversity Center, Leiden, Netherlands
| | - Eduardo Eizirik
- School of Health and Life Sciences, Pontifical Catholic University of Rio Grande do Sul, Porto Alegre, Brazil
- Instituto Pró-Carnívoros, Atibaia, Brazil
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11
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Sun X, Liu YC, Tiunov MP, Gimranov DO, Zhuang Y, Han Y, Driscoll CA, Pang Y, Li C, Pan Y, Velasco MS, Gopalakrishnan S, Yang RZ, Li BG, Jin K, Xu X, Uphyrkina O, Huang Y, Wu XH, Gilbert MTP, O'Brien SJ, Yamaguchi N, Luo SJ. Ancient DNA reveals genetic admixture in China during tiger evolution. Nat Ecol Evol 2023; 7:1914-1929. [PMID: 37652999 DOI: 10.1038/s41559-023-02185-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 08/02/2023] [Indexed: 09/02/2023]
Abstract
The tiger (Panthera tigris) is a charismatic megafauna species that originated and diversified in Asia and probably experienced population contraction and expansion during the Pleistocene, resulting in low genetic diversity of modern tigers. However, little is known about patterns of genomic diversity in ancient populations. Here we generated whole-genome sequences from ancient or historical (100-10,000 yr old) specimens collected across mainland Asia, including a 10,600-yr-old Russian Far East specimen (RUSA21, 8× coverage) plus six ancient mitogenomes, 14 South China tigers (0.1-12×) and three Caspian tigers (4-8×). Admixture analysis showed that RUSA21 clustered within modern Northeast Asian phylogroups and partially derived from an extinct Late Pleistocene lineage. While some of the 8,000-10,000-yr-old Russian Far East mitogenomes are basal to all tigers, one 2,000-yr-old specimen resembles present Amur tigers. Phylogenomic analyses suggested that the Caspian tiger probably dispersed from an ancestral Northeast Asian population and experienced gene flow from southern Bengal tigers. Lastly, genome-wide monophyly supported the South China tiger as a distinct subspecies, albeit with mitochondrial paraphyly, hence resolving its longstanding taxonomic controversy. The distribution of mitochondrial haplogroups corroborated by biogeographical modelling suggested that Southwest China was a Late Pleistocene refugium for a relic basal lineage. As suitable habitat returned, admixture between divergent lineages of South China tigers took place in Eastern China, promoting the evolution of other northern subspecies. Altogether, our analysis of ancient genomes sheds light on the evolutionary history of tigers and supports the existence of nine modern subspecies.
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Affiliation(s)
- Xin Sun
- The State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences; Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China
- Center for Evolutionary Hologenomics, The GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
| | - Yue-Chen Liu
- The State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences; Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China
- Department of Genetics, Harvard Medical School, Boston, MA, USA
- Department of Human Evolutionary Biology, Harvard University, Cambridge, MA, USA
| | - Mikhail P Tiunov
- Federal Scientific Center of the East Asia Terrestrial Biodiversity, Far Eastern Branch of the Russian Academy of Sciences, Vladivostok, Russia
| | - Dmitry O Gimranov
- Institute of Plant and Animal Ecology, Ural Branch of the Russian Academy of Sciences, Yekaterinburg, Russia
- Ural Federal University, Yekaterinburg, Russia
| | - Yan Zhuang
- The State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences; Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China
| | - Yu Han
- The State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences; Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China
| | - Carlos A Driscoll
- Section of Comparative Behavioral Genomics, National Institute on Alcohol Abuse and Alcoholism, NIH, Rockville, MD, USA
| | - Yuhong Pang
- Beijing Advanced Innovation Center for Genomics (ICG), Biodynamic Optical Imaging Center (BIOPIC), School of Life Sciences, Peking University, Beijing, China
| | - Chunmei Li
- Beijing Advanced Innovation Center for Genomics (ICG), Biodynamic Optical Imaging Center (BIOPIC), School of Life Sciences, Peking University, Beijing, China
| | - Yan Pan
- School of Archaeology and Museology, Peking University, Beijing, China
| | - Marcela Sandoval Velasco
- Center for Evolutionary Hologenomics, The GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
| | - Shyam Gopalakrishnan
- Center for Evolutionary Hologenomics, The GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
| | - Rui-Zheng Yang
- The State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences; Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China
| | - Bao-Guo Li
- Shaanxi Key Laboratory for Animal Conservation, College of Life Sciences, Northwest University, Xi'an, China
| | - Kun Jin
- Ecology and Nature Conservation Institute, Chinese Academy of Forestry, Beijing, China
| | - Xiao Xu
- The State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences; Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China
| | - Olga Uphyrkina
- Federal Scientific Center of the East Asia Terrestrial Biodiversity, Far Eastern Branch of the Russian Academy of Sciences, Vladivostok, Russia
| | - Yanyi Huang
- Beijing Advanced Innovation Center for Genomics (ICG), Biodynamic Optical Imaging Center (BIOPIC), School of Life Sciences, Peking University, Beijing, China
- College of Chemistry and Molecular Engineering, Beijing National Laboratory for Molecular Sciences, Peking University, Beijing, China
- Institute for Cell Analysis, Shenzhen Bay Laboratory, Guangdong, China
| | - Xiao-Hong Wu
- School of Archaeology and Museology, Peking University, Beijing, China
| | - M Thomas P Gilbert
- Center for Evolutionary Hologenomics, The GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
- University Museum, Norwegian University of Science and Technology, Trondheim, Norway
| | - Stephen J O'Brien
- Guy Harvey Oceanographic Center, Halmos College of Arts and Sciences, Nova Southeastern University, Fort Lauderdale, FL, USA.
| | - Nobuyuki Yamaguchi
- Institute of Tropical Biodiversity and Sustainable Development, University of Malaysia Terengganu, Kuala Nerus, Terengganu, Malaysia.
| | - Shu-Jin Luo
- The State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences; Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China.
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12
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Doan K, Schnitzler A, Preston F, Griggo C, Lang G, Belhaoues F, Blaise E, Crégut-Bonnoure E, Frère S, Foucras S, Gardeisen A, Laurent A, Müller W, Picavet R, Puissant S, Yvinec JH, Pilot M. Evolutionary history of the extinct wolf population from France in the context of global phylogeographic changes throughout the Holocene. Mol Ecol 2023; 32:4627-4647. [PMID: 37337956 DOI: 10.1111/mec.17054] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 05/20/2023] [Accepted: 06/05/2023] [Indexed: 06/21/2023]
Abstract
Phylogeographic patterns in large mammals result from natural environmental factors and anthropogenic effects, which in some cases include domestication. The grey wolf was once widely distributed across the Holarctic, but experienced phylogeographic shifts and demographic declines during the Holocene. In the 19th-20th centuries, the species became extirpated from large parts of Europe due to direct extermination and habitat loss. We reconstructed the evolutionary history of the extinct Western European wolves based on the mitogenomic composition of 78 samples from France (Neolithic-20th century) in the context of other populations of wolves and dogs worldwide. We found a close genetic similarity of French wolves from ancient, medieval and recent populations, which suggests the long-term continuity of maternal lineages. MtDNA haplotypes of the French wolves showed large diversity and fell into two main haplogroups of modern Holarctic wolves. Our worldwide phylogeographic analysis indicated that haplogroup W1, which includes wolves from Eurasia and North America, originated in Northern Siberia. Haplogroup W2, which includes only European wolves, originated in Europe ~35 kya and its frequency was reduced during the Holocene due to an expansion of haplogroup W1 from the east. Moreover, we found that dog haplogroup D, currently restricted to Europe and the Middle East, was nested within the wolf haplogroup W2. This suggests European origin of haplogroup D, probably as a result of an ancient introgression from European wolves. Our results highlight the dynamic evolutionary history of European wolves during the Holocene, with a partial lineage replacement and introgressive hybridization with local dog populations.
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Affiliation(s)
- Karolina Doan
- Museum and Institute of Zoology, Polish Academy of Sciences, Warsaw, Poland
| | - Annik Schnitzler
- UMR 7194 HNHP CNRS/MNHN/UPVD, Equipe NOMADE, Muséum national d'histoire naturelle, Paris, France
| | | | - Christophe Griggo
- Université Grenoble Alpes, Laboratoire EDYTEM, URM 5204 Bâtiment "Pôle Montagne", 5 bd de la mer Caspienne, France
| | - Gérard Lang
- Espace Chasse et Nature Chemin de Strasbourg, France
| | - Fabien Belhaoues
- ASM - Archéologie des Sociétés Méditerranéennes, UMR 5140, Université Paul-Valéry, CNRS, MCC, Montpellier, France
- Labex ARCHIMEDE programme IA-ANR-11-LABX-0032-01, Montpellier, France
| | - Emilie Blaise
- ASM - Archéologie des Sociétés Méditerranéennes, UMR 5140, Université Paul-Valéry, CNRS, MCC, Montpellier, France
- Labex ARCHIMEDE programme IA-ANR-11-LABX-0032-01, Montpellier, France
| | - Evelyne Crégut-Bonnoure
- Muséum Requien, Avignon; Laboratoire TRACES-UMR 5608, Université Toulouse-Jean Jaurès, Toulouse, France
| | - Stéphane Frère
- Inrap, UMR 7209 AASPE, Muséum National d'Histoire Naturelle, La Courneuve, France
| | | | - Armelle Gardeisen
- ASM - Archéologie des Sociétés Méditerranéennes, UMR 5140, Université Paul-Valéry, CNRS, MCC, Montpellier, France
- Labex ARCHIMEDE programme IA-ANR-11-LABX-0032-01, Montpellier, France
| | | | - Werner Müller
- Laboratoire d'archéozoologie, Université de Neuchâtel, Avenue de Bellevaux 51, Neuchâtel, Switzerland
| | | | - Stéphane Puissant
- Muséum d'Histoire naturelle - Jardin de l'Arquebuse CS 73310 F-21033 Dijon Cedex, France
| | - Jean-Hervé Yvinec
- INRAP, UMR 7209 AASPE, Laboratoire d'archéozoologie de Compiègne, CRAVO, Compiègne, France
| | - Małgorzata Pilot
- Museum and Institute of Zoology, Polish Academy of Sciences, Warsaw, Poland
- School of Life Sciences, University of Lincoln, Lincoln, UK
- Faculty of Biology, University of Gdańsk, Gdańsk, Poland
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13
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Wang C, Wu DD, Yuan YH, Yao MC, Han JL, Wu YJ, Shan F, Li WP, Zhai JQ, Huang M, Peng SM, Cai QH, Yu JY, Liu QX, Liu ZY, Li LX, Teng MS, Huang W, Zhou JY, Zhang C, Chen W, Tu XL. Population genomic analysis provides evidence of the past success and future potential of South China tiger captive conservation. BMC Biol 2023; 21:64. [PMID: 37069598 PMCID: PMC10111772 DOI: 10.1186/s12915-023-01552-y] [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: 03/29/2022] [Accepted: 02/21/2023] [Indexed: 04/19/2023] Open
Abstract
BACKGROUND Among six extant tiger subspecies, the South China tiger (Panthera tigris amoyensis) once was widely distributed but is now the rarest one and extinct in the wild. All living South China tigers are descendants of only two male and four female wild-caught tigers and they survive solely in zoos after 60 years of effective conservation efforts. Inbreeding depression and hybridization with other tiger subspecies were believed to have occurred within the small, captive South China tiger population. It is therefore urgently needed to examine the genomic landscape of existing genetic variation among the South China tigers. RESULTS In this study, we assembled a high-quality chromosome-level genome using long-read sequences and re-sequenced 29 high-depth genomes of the South China tigers. By combining and comparing our data with the other 40 genomes of six tiger subspecies, we identified two significantly differentiated genomic lineages among the South China tigers, which harbored some rare genetic variants introgressed from other tiger subspecies and thus maintained a moderate genetic diversity. We noticed that the South China tiger had higher FROH values for longer runs of homozygosity (ROH > 1 Mb), an indication of recent inbreeding/founder events. We also observed that the South China tiger had the least frequent homozygous genotypes of both high- and moderate-impact deleterious mutations, and lower mutation loads than both Amur and Sumatran tigers. Altogether, our analyses indicated an effective genetic purging of deleterious mutations in homozygous states from the South China tiger, following its population contraction with a controlled increase in inbreeding based on its pedigree records. CONCLUSIONS The identification of two unique founder/genomic lineages coupled with active genetic purging of deleterious mutations in homozygous states and the genomic resources generated in our study pave the way for a genomics-informed conservation, following the real-time monitoring and rational exchange of reproductive South China tigers among zoos.
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Affiliation(s)
- Chen Wang
- Guangzhou Zoo & Guangzhou Wildlife Research Center, Guangzhou, 510070, China
| | - Dong-Dong Wu
- State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, 650201, China
- Kunming Natural History Museum of Zoology, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, 650223, Yunnan, China
- Kunming College of Life Science, University of the Chinese Academy of Sciences, Kunming, 650204, China
| | | | - Meng-Cheng Yao
- State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, 650201, China
- Kunming Natural History Museum of Zoology, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, 650223, Yunnan, China
- Kunming College of Life Science, University of the Chinese Academy of Sciences, Kunming, 650204, China
| | - Jian-Lin Han
- CAAS-ILRI Joint Laboratory on Livestock and Forage Genetic Resources, Institute of Animal Science, Chinese Academy of Agricultural Sciences (CAAS), Beijing, 100193, China
- International Livestock Research Institute (ILRI), Nairobi, 00100, Kenya
| | - Ya-Jiang Wu
- Guangzhou Zoo & Guangzhou Wildlife Research Center, Guangzhou, 510070, China
| | - Fen Shan
- Guangzhou Zoo & Guangzhou Wildlife Research Center, Guangzhou, 510070, China
| | - Wan-Ping Li
- Guangzhou Zoo & Guangzhou Wildlife Research Center, Guangzhou, 510070, China
| | - Jun-Qiong Zhai
- Guangzhou Zoo & Guangzhou Wildlife Research Center, Guangzhou, 510070, China
| | - Mian Huang
- Guangzhou Zoo & Guangzhou Wildlife Research Center, Guangzhou, 510070, China
| | - Shi-Ming Peng
- Guangzhou Zoo & Guangzhou Wildlife Research Center, Guangzhou, 510070, China
| | - Qin-Hui Cai
- Guangzhou Zoo & Guangzhou Wildlife Research Center, Guangzhou, 510070, China
| | | | | | | | - Lin-Xiang Li
- Suzhou Shangfangshan Forest Zoo, Suzhou, 215009, China
| | | | - Wei Huang
- Nanchang Zoo, Nanchang, 330025, China
| | - Jun-Ying Zhou
- Chinese Association of Zoological Gardens, Beijing, 100037, China
| | - Chi Zhang
- Qinghai Province Key Laboratory of Crop Molecular Breeding, Key Laboratory of Adaptation and Evolution of Plateau Biota, Northwest Institute of Plateau Biology, Chinese Academy of Sciences, Xining, 810008, Qinghai, China
| | - Wu Chen
- Guangzhou Zoo & Guangzhou Wildlife Research Center, Guangzhou, 510070, China.
| | - Xiao-Long Tu
- State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, 650201, China.
- Kunming Natural History Museum of Zoology, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, 650223, Yunnan, China.
- Kunming College of Life Science, University of the Chinese Academy of Sciences, Kunming, 650204, China.
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14
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Bergeron LA, Besenbacher S, Zheng J, Li P, Bertelsen MF, Quintard B, Hoffman JI, Li Z, St Leger J, Shao C, Stiller J, Gilbert MTP, Schierup MH, Zhang G. Evolution of the germline mutation rate across vertebrates. Nature 2023; 615:285-291. [PMID: 36859541 PMCID: PMC9995274 DOI: 10.1038/s41586-023-05752-y] [Citation(s) in RCA: 85] [Impact Index Per Article: 85.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Accepted: 01/23/2023] [Indexed: 03/03/2023]
Abstract
The germline mutation rate determines the pace of genome evolution and is an evolving parameter itself1. However, little is known about what determines its evolution, as most studies of mutation rates have focused on single species with different methodologies2. Here we quantify germline mutation rates across vertebrates by sequencing and comparing the high-coverage genomes of 151 parent-offspring trios from 68 species of mammals, fishes, birds and reptiles. We show that the per-generation mutation rate varies among species by a factor of 40, with mutation rates being higher for males than for females in mammals and birds, but not in reptiles and fishes. The generation time, age at maturity and species-level fecundity are the key life-history traits affecting this variation among species. Furthermore, species with higher long-term effective population sizes tend to have lower mutation rates per generation, providing support for the drift barrier hypothesis3. The exceptionally high yearly mutation rates of domesticated animals, which have been continually selected on fecundity traits including shorter generation times, further support the importance of generation time in the evolution of mutation rates. Overall, our comparative analysis of pedigree-based mutation rates provides ecological insights on the mutation rate evolution in vertebrates.
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Affiliation(s)
- Lucie A Bergeron
- Villum Centre for Biodiversity Genomics, Section for Ecology and Evolution, Department of Biology, University of Copenhagen, Copenhagen, Denmark.
| | - Søren Besenbacher
- Department of Molecular Medicine, Aarhus University, Aarhus, Denmark
| | - Jiao Zheng
- BGI-Shenzhen, Shenzhen, China
- BGI Education Center, University of Chinese Academy of Sciences, Shenzhen, China
| | | | | | | | - Joseph I Hoffman
- Department of Animal Behaviour, Bielefeld University, Bielefeld, Germany
- British Antarctic Survey, High Cross, Cambridge, UK
| | - Zhipeng Li
- College of Animal Science and Technology, Jilin Agricultural University, Changchun, China
| | - Judy St Leger
- Department of Biomedical Sciences, Cornell University, Ithaca, NY, USA
| | - Changwei Shao
- Key Lab of Sustainable Development of Marine Fisheries, Ministry of Agriculture and Rural Affairs, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao, China
| | - Josefin Stiller
- Villum Centre for Biodiversity Genomics, Section for Ecology and Evolution, Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - M Thomas P Gilbert
- Center for Evolutionary Hologenomics, The GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
- University Museum, NTNU, Trondheim, Norway
| | | | - Guojie Zhang
- Villum Centre for Biodiversity Genomics, Section for Ecology and Evolution, Department of Biology, University of Copenhagen, Copenhagen, Denmark.
- Centre for Evolutionary & Organismal Biology, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, China.
- Liangzhu Laboratory, Zhejiang University Medical Center, Hangzhou, China.
- State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, China.
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15
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Khan A. The year of the tiger and the year of tiger genomes! Mol Ecol Resour 2023; 23:327-329. [PMID: 36307962 PMCID: PMC10098588 DOI: 10.1111/1755-0998.13726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 10/06/2022] [Accepted: 10/19/2022] [Indexed: 01/04/2023]
Abstract
Tigers are endangered apex predators. They typify endangered species because they are elusive, rare, and face numerous threats across their range. Tigers also symbolize conservation. However, it is very difficult to study tigers because of their stated nature. Also, tiger conservation is a geopolitically sensitive topic, making it difficult to use the studies to propose evidence-based management that allows their recovery, especially in the context of conservation genetics. Zhang et al. (Mol. Ecol. Resour., 2022) have created very valuable and rare resources to aid the community in conserving tigers. First, they present chromosome level genome assemblies of a South China tiger and an Amur tiger. Second, they present whole genome sequences of 16 captive South China tigers. Additionally, by using the assemblies they model the demographic history of these populations, estimate inbreeding and the potential threats they face in captivity. This approach is particularly important because genetic management is now the only remaining option for South China tigers, because they are extinct in the wild. In other words, captive individuals are our only hope for some day restoring the wild populations of South China tigers.
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Affiliation(s)
- Anubhab Khan
- SBOHVMUniversity of GlasgowGlasgowUK
- Department of BiologyPennsylvania State UniversityUniversity ParkPennsylvaniaUSA
- National Centre for Biological Sciences, TIFRBangaloreIndia
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16
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Zhang L, Lan T, Lin C, Fu W, Yuan Y, Lin K, Li H, Sahu SK, Liu Z, Chen D, Liu Q, Wang A, Wang X, Ma Y, Li S, Zhu Y, Wang X, Ren X, Lu H, Huang Y, Yu J, Liu B, Wang Q, Zhang S, Xu X, Yang H, Liu D, Liu H, Xu Y. Chromosome-scale genomes reveal genomic consequences of inbreeding in the South China tiger: A comparative study with the Amur tiger. Mol Ecol Resour 2023; 23:330-347. [PMID: 35723950 PMCID: PMC10084155 DOI: 10.1111/1755-0998.13669] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 05/29/2022] [Accepted: 06/10/2022] [Indexed: 01/09/2023]
Abstract
The South China tiger (Panthera tigris amoyensis, SCT) is the most critically endangered subspecies of tiger due to functional extinction in the wild. Inbreeding depression is observed among the captive population descended from six wild ancestors, resulting in high juvenile mortality and low reproduction. We assembled and characterized the first SCT genome and an improved Amur tiger (P. t. altaica, AT) genome named AmyTig1.0 and PanTig2.0. The two genomes are the most continuous and comprehensive among any tiger genomes yet reported at the chromosomal level. By using the two genomes and resequencing data of 15 SCT and 13 AT individuals, we investigated the genomic signature of inbreeding depression of the SCT. The results indicated that the effective population size of SCT experienced three phases of decline, ~5.0-1.0 thousand years ago, 100 years ago, and since captive breeding in 1963. We found 43 long runs of homozygosity fragments that were shared by all individuals in the SCT population and covered a total length of 20.63% in the SCT genome. We also detected a large proportion of identical-by-descent segments across the genome in the SCT population, especially on ChrB4. Deleterious nonsynonymous single nucleotide polymorphic sites and loss-of-function mutations were found across genomes with extensive potential influences, despite a proportion of these loads having been purged by inbreeding depression. Our research provides an invaluable resource for the formulation of genetic management policies for the South China tiger such as developing genome-based breeding and genetic rescue strategy.
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Affiliation(s)
- Le Zhang
- College of Wildlife and Protected Area, Northeast Forestry University, Harbin, China
| | - Tianming Lan
- State Key Laboratory of Agricultural Genomics, Shenzhen, China.,BGI Life Science Joint Research Center, Northeast Forestry University, Harbin, China
| | - Chuyu Lin
- Shenzhen Zhong Nong Jing Yue Biotech Company Limited, Shenzhen, China
| | - Wenyuan Fu
- Longyan Geopark Protection and Development Center, Longyan, China.,Fujian Meihuashan Institute of South China Tiger Breeding, Longyan, China
| | | | - Kaixiong Lin
- Fujian Meihuashan Institute of South China Tiger Breeding, Longyan, China
| | - Haimeng Li
- State Key Laboratory of Agricultural Genomics, Shenzhen, China.,College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | | | | | - Daqing Chen
- Suzhou Shangfangshan Forest Zoo, Suzhou, China
| | - Qunxiu Liu
- Shanghai Zoological Park, Shanghai, China
| | | | | | - Yue Ma
- College of Wildlife and Protected Area, Northeast Forestry University, Harbin, China
| | - Shizhou Li
- Shaoguan Research Base of South China Tiger, Shaoguan, China
| | - Yixin Zhu
- State Key Laboratory of Agricultural Genomics, Shenzhen, China.,College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | | | - Xiaotong Ren
- College of Wildlife and Protected Area, Northeast Forestry University, Harbin, China
| | - Haorong Lu
- China National GeneBank, Shenzhen, China.,Guangdong Provincial Key Laboratory of Genome Read and Write, Shenzhen, China
| | | | - Jieyao Yu
- China National GeneBank, Shenzhen, China
| | - Boyang Liu
- College of Wildlife and Protected Area, Northeast Forestry University, Harbin, China
| | - Qing Wang
- State Key Laboratory of Agricultural Genomics, Shenzhen, China.,College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | | | - Xun Xu
- Guangdong Provincial Key Laboratory of Genome Read and Write, Shenzhen, China
| | - Huanming Yang
- Guangdong Provincial Academician Workstation of BGI Synthetic Genomics, Shenzhen, China.,James D. Watson Institute of Genome Sciences, Hangzhou, China
| | - Dan Liu
- Heilongjiang Siberian Tiger Park, Harbin, China
| | - Huan Liu
- State Key Laboratory of Agricultural Genomics, Shenzhen, China.,BGI Life Science Joint Research Center, Northeast Forestry University, Harbin, China
| | - Yanchun Xu
- College of Wildlife and Protected Area, Northeast Forestry University, Harbin, China.,National Forestry and Grassland Administration Research Center of Engineering Technology for Wildlife Conservation and Utilization, Harbin, China
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17
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The potential and shortcomings of mitochondrial DNA analysis for cheetah conservation management. CONSERV GENET 2023; 24:125-136. [PMID: 36694805 PMCID: PMC9859914 DOI: 10.1007/s10592-022-01483-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 11/09/2022] [Indexed: 12/14/2022]
Abstract
There are only about 7,100 adolescent and adult cheetahs (Acinonyx jubatus) remaining in the wild. With the majority occurring outside protected areas, their numbers are rapidly declining. Evidence-based conservation measures are essential for the survival of this species. Genetic data is routinely used to inform conservation strategies, e.g., by establishing conservation units (CU). A commonly used marker in conservation genetics is mitochondrial DNA (mtDNA). Here, we investigated the cheetah's phylogeography using a large-scale mtDNA data set to refine subspecies distributions and better assign individuals to CUs. Our dataset mostly consisted of historic samples to cover the cheetah's whole range as the species has been extinct in most of its former distribution. While our genetic data largely agree with geography-based subspecies assignments, several geographic regions show conflicting mtDNA signals. Our analyses support previous findings that evolutionary forces such as incomplete lineage sorting or mitochondrial capture likely confound the mitochondrial phylogeography of this species, especially in East and, to some extent, in Northeast Africa. We caution that subspecies assignments solely based on mtDNA should be treated carefully and argue for an additional standardized nuclear single nucleotide polymorphism (SNP) marker set for subspecies identification and monitoring. However, the detection of the A. j. soemmeringii specific haplogroup by a newly designed Amplification-Refractory Mutation System (ARMS) can already provide support for conservation measures. Supplementary Information The online version contains supplementary material available at 10.1007/s10592-022-01483-1.
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18
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Shukla H, Suryamohan K, Khan A, Mohan K, Perumal RC, Mathew OK, Menon R, Dixon MD, Muraleedharan M, Kuriakose B, Michael S, Krishnankutty SP, Zachariah A, Seshagiri S, Ramakrishnan U. Near-chromosomal de novo assembly of Bengal tiger genome reveals genetic hallmarks of apex predation. Gigascience 2022; 12:giac112. [PMID: 36576130 PMCID: PMC9795480 DOI: 10.1093/gigascience/giac112] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 07/17/2022] [Accepted: 10/20/2022] [Indexed: 12/29/2022] Open
Abstract
The tiger, a poster child for conservation, remains an endangered apex predator. Continued survival and recovery will require a comprehensive understanding of genetic diversity and the use of such information for population management. A high-quality tiger genome assembly will be an important tool for conservation genetics, especially for the Indian tiger, the most abundant subspecies in the wild. Here, we present high-quality near-chromosomal genome assemblies of a female and a male wild Indian tiger (Panthera tigris tigris). Our assemblies had a scaffold N50 of >140 Mb, with 19 scaffolds corresponding to the 19 numbered chromosomes, containing 95% of the genome. Our assemblies also enabled detection of longer stretches of runs of homozygosity compared to previous assemblies, which will help improve estimates of genomic inbreeding. Comprehensive genome annotation identified 26,068 protein-coding genes, including several gene families involved in key morphological features such as the teeth, claws, vision, olfaction, taste, and body stripes. We also identified 301 microRNAs, 365 small nucleolar RNAs, 632 transfer RNAs, and other noncoding RNA elements, several of which are predicted to regulate key biological pathways that likely contribute to the tiger's apex predatory traits. We identify signatures of positive selection in the tiger genome that are consistent with the Panthera lineage. Our high-quality genome will enable use of noninvasive samples for comprehensive assessment of genetic diversity, thus supporting effective conservation and management of wild tiger populations.
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Affiliation(s)
- Harsh Shukla
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore 560065, India
| | - Kushal Suryamohan
- MedGenome Inc., Department of Research and Development, Foster City, CA 94404, USA
- SciGenom Research Foundation, Narayana Health City, Bangalore, Karnataka 560099, India
| | - Anubhab Khan
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore 560065, India
| | - Krishna Mohan
- Department of Research and Development, AgriGenome Labs Private Ltd, Kochi, Kerala 682030, India
| | - Rajadurai C Perumal
- Department of Research and Development, AgriGenome Labs Private Ltd, Kochi, Kerala 682030, India
| | - Oommen K Mathew
- Department of Research and Development, AgriGenome Labs Private Ltd, Kochi, Kerala 682030, India
| | - Ramesh Menon
- MedGenome Labs Ltd., Narayana Health City, Bangalore, Karnataka 560099, India
| | - Mandumpala Davis Dixon
- Department of Research and Development, AgriGenome Labs Private Ltd, Kochi, Kerala 682030, India
| | - Megha Muraleedharan
- Department of Research and Development, AgriGenome Labs Private Ltd, Kochi, Kerala 682030, India
| | - Boney Kuriakose
- Department of Research and Development, AgriGenome Labs Private Ltd, Kochi, Kerala 682030, India
| | - Saju Michael
- Department of Research and Development, AgriGenome Labs Private Ltd, Kochi, Kerala 682030, India
| | - Sajesh P Krishnankutty
- Department of Research and Development, AgriGenome Labs Private Ltd, Kochi, Kerala 682030, India
| | - Arun Zachariah
- SciGenom Research Foundation, Narayana Health City, Bangalore, Karnataka 560099, India
- Wayanad Wildlife Sanctuary, Sultan Bathery, Kerala 673592, India
| | - Somasekar Seshagiri
- SciGenom Research Foundation, Narayana Health City, Bangalore, Karnataka 560099, India
- MedGenome Labs Ltd., Narayana Health City, Bangalore, Karnataka 560099, India
| | - Uma Ramakrishnan
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore 560065, India
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19
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Baeza JA. Mitochondrial genomes assembled from non-invasive eDNA metagenomic scat samples in the endangered Amur tiger Panthera tigris altaica. PeerJ 2022; 10:e14428. [PMID: 36523460 PMCID: PMC9745948 DOI: 10.7717/peerj.14428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Accepted: 10/30/2022] [Indexed: 12/12/2022] Open
Abstract
The Amur or Siberian tiger Panthera tigris altaica (Temminck, 1844) is currently restricted to a small region of its original geographical range in northwestern Asia and is considered 'endangered' by the IUCN Red List of Threatened Species. This solitary, territorial, and large top predator is in major need of genomic resources to inform conservation management strategies. This study formally tested if complete mitochondrial genomes of P. tigris altaica can be assembled from non-enriched metagenomic libraries generated from scat eDNA samples using the Illumina sequencing platform and open-access bioinformatics pipelines. The mitogenome of P. tigris altaica was assembled and circularized using the pipeline GetOrganelle with a coverage ranging from 322.7x to 17.6x in four different scat eDNA samples. A nearly complete mitochondrial genome (101x) was retrieved from a fifth scat eDNA sample. The complete or nearly complete mitochondrial genomes of P. tigris altaica were AT-rich and composed of 13 protein coding genes (PCGs), 22 transfer RNA genes, two ribosomal RNA genes, and a putative control region. Synteny observed in all assembled mitogenomes was identical to that reported before for P. tigris altaica and other felids. A phylogenomic analysis based on all PCGs demonstrated that the mitochondrial genomes assembled from scat eDNA reliably identify the sequenced samples as belonging to P. tigris and distinguished the same samples from closely and distantly related congeneric species. This study demonstrates that it is viable to retrieve accurate whole and nearly complete mitochondrial genomes of P. tigris altaica (and probably other felids) from scat eDNA samples without library enrichment protocols and using open-access bioinformatics workflows. This new genomic resource represents a new tool to support conservation strategies (bio-prospecting and bio-monitoring) in this iconic cat.
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Affiliation(s)
- J. Antonio Baeza
- Department of Biological Sciences, Clemson University, Clemson, SC, United States,Smithsonian Marine Station at Fort Pierce, Fort Pierce, Florida, United States,Departamento de Biologia Marina, Universidad Catolica del Norte, Coquimbo, IV Region, Chile
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20
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O’Brien SJ, Luo SJ. Taxonomic species recognition should be consistent. Natl Sci Rev 2022; 9:nwad022. [PMID: 36788967 PMCID: PMC9923365 DOI: 10.1093/nsr/nwad022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/23/2023] [Indexed: 01/26/2023] Open
Affiliation(s)
- Stephen J O’Brien
- Guy Harvey Oceanographic Center, Halmos College of Arts and Sciences, Nova Southeastern University, USA
| | - Shu-Jin Luo
- The State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences and Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, China
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21
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Cooper DM, Yamaguchi N, Macdonald DW, Nanova OG, Yudin VG, Dugmore AJ, Kitchener AC. Phenotypic plasticity determines differences between the skulls of tigers from mainland Asia. ROYAL SOCIETY OPEN SCIENCE 2022; 9:220697. [PMID: 36465684 PMCID: PMC9709513 DOI: 10.1098/rsos.220697] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Accepted: 11/11/2022] [Indexed: 06/17/2023]
Abstract
Tiger subspecific taxonomy is controversial because of morphological and genetic variation found between now fragmented populations, yet the extent to which phenotypic plasticity or genetic variation affects phenotypes of putative tiger subspecies has not been explicitly addressed. In order to assess the role of phenotypic plasticity in determining skull variation, we compared skull morphology among continental tigers from zoos and the wild. In turn, we examine continental tiger skulls from across their wild range, to evaluate how the different environmental conditions experienced by individuals in the wild can influence morphological variation. Fifty-seven measurements from 172 specimens were used to analyse size and shape differences among wild and captive continental tiger skulls. Captive specimens have broader skulls, and shorter rostral depths and mandible heights than wild specimens. In addition, sagittal crest size is larger in wild Amur tigers compared with those from captivity, and it is larger in wild Amur tigers compared with other wild continental tigers. The degree of phenotypic plasticity shown by the sagittal crest, skull width and rostral height suggests that the distinctive shape of Amur tiger skulls compared with that of other continental tigers is mostly a phenotypically plastic response to differences in their environments.
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Affiliation(s)
- David M. Cooper
- Department of Natural Sciences, National Museums Scotland, Edinburgh EH1 1JF, UK
- Institute of Geography, School of Geosciences, University of Edinburgh, Edinburgh EH8 9YL, UK
| | - Nobuyuki Yamaguchi
- Institute of Tropical Biodiversity and Sustainable Development, University Malaysia Terengganu, Kuala Nerus, Terengganu 21030, Malaysia
| | - David W. Macdonald
- Wildlife Conservation Research Unit, Department of Zoology, University of Oxford, The Recanti-Kaplan Centre, Tubney House, Abingdon Road, Abingdon, Oxfordshire OX13 5QL, UK
| | - Olga G. Nanova
- Zoological Museum, M.V. Lomonosov Moscow State University, Bolshaya Nikitskaya 2, Moscow 119991, Russia
| | - Viktor G. Yudin
- Federal Scientific Centre for the Biodiversity of Terrestrial Biota of East Asia, Far Eastern Branch, Russian Academy of Sciences, Vladivostok, Primorskij kraj, Russia
| | - Andrew J. Dugmore
- Institute of Geography, School of Geosciences, University of Edinburgh, Edinburgh EH8 9YL, UK
- Human Ecodynamics Research Centerand Doctoral Program in Anthropology, City University of New York (CUNY), NY 10017, USA
| | - Andrew C. Kitchener
- Department of Natural Sciences, National Museums Scotland, Edinburgh EH1 1JF, UK
- Institute of Geography, School of Geosciences, University of Edinburgh, Edinburgh EH8 9YL, UK
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22
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Wang Q, Lan T, Li H, Sahu SK, Shi M, Zhu Y, Han L, Yang S, Li Q, Zhang L, Deng Z, Liu H, Hua Y. Whole-genome resequencing of Chinese pangolins reveals a population structure and provides insights into their conservation. Commun Biol 2022; 5:821. [PMID: 36008681 PMCID: PMC9411537 DOI: 10.1038/s42003-022-03757-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 07/22/2022] [Indexed: 11/18/2022] Open
Abstract
Poaching and trafficking have a substantial negative impact on the population growth and range expansion of the Chinese pangolin (Manis pentadactyla). However, recently reported activities of Chinese pangolins in several sites of Guangdong province in China indicate a promising sign for the recovery of this threatened species. Here, we re-sequence genomes of 15 individuals and perform comprehensive population genomics analyses with previously published 22 individuals. These Chinese pangolins are found to be divided into three distinct populations. Multiple lines of evidence indicate the existence of a newly discovered population (CPA) comprises entirely of individuals from Guangdong province. The other two populations (CPB and CPC) have previously been documented. The genetic differentiation of the CPA and CPC is extremely large (FST = 0.541), which is larger than many subspecies-level differentiations. Even for the closer CPA and CPB, their differentiation (FST = 0.101) is still comparable with the population-level differentiation of many endangered species. Further analysis reveals that the CPA and CPB populations separate 2.5-4.0 thousand years ago (kya), and on the other hand, CPA and CPC diverge around 25-40 kya. The CPA population harbors more runs of homozygosity (ROHs) than the CPB and CPC populations, indicating that inbreeding is more prevalent in the CPA population. Although the CPC population has less mutational load than CPA and CPB populations, we predict that several Loss of Function (LoF) mutations will be translocated into the CPA or CPB populations by using the CPC as a donor population for genetic rescue. Our findings imply that the conservation of Chinese pangolins is challenging, and implementing genetic rescue among the three groups should be done with extreme caution.
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Affiliation(s)
- Qing Wang
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen, Shenzhen, China
| | - Tianming Lan
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen, Shenzhen, China.
- BGI Life Science Joint Research Center, Northeast Forestry University, Harbin, China.
- Guangdong Provincial Key Laboratory of Genome Read and Write, BGI-Shenzhen, Shenzhen, China.
| | - Haimeng Li
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen, Shenzhen, China
| | - Sunil Kumar Sahu
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen, Shenzhen, China
| | - Minhui Shi
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen, Shenzhen, China
| | - Yixin Zhu
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen, Shenzhen, China
| | - Lei Han
- College of Wildlife and Protected Area, Northeast Forestry University, Harbin, China
| | - Shangchen Yang
- College of Life Sciences, Zhejiang University, Hangzhou, China
| | - Qian Li
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen, Shenzhen, China
| | - Le Zhang
- College of Wildlife and Protected Area, Northeast Forestry University, Harbin, China
| | - Zhangwen Deng
- Guangxi Forest Inventory and Planning Institute, Nanning, China
| | - Huan Liu
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen, Shenzhen, China.
- BGI Life Science Joint Research Center, Northeast Forestry University, Harbin, China.
- Guangdong Provincial Key Laboratory of Genome Read and Write, BGI-Shenzhen, Shenzhen, China.
| | - Yan Hua
- Guangdong Provincial Key Laboratory of Silviculture, Protection and Utilization, Guangdong Academy of Forestry, Guangzhou, China.
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23
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Prost S, Machado AP, Zumbroich J, Preier L, Mahtani‐Williams S, Meissner R, Guschanski K, Brealey JC, Fernandes CR, Vercammen P, Hunter LTB, Abramov AV, Plasil M, Horin P, Godsall‐Bottriell L, Bottriell P, Dalton DL, Kotze A, Burger PA. Genomic analyses show extremely perilous conservation status of African and Asiatic cheetahs (Acinonyx jubatus). Mol Ecol 2022; 31:4208-4223. [PMID: 35748392 PMCID: PMC9540975 DOI: 10.1111/mec.16577] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 06/01/2022] [Accepted: 06/09/2022] [Indexed: 11/29/2022]
Abstract
We live in a world characterized by biodiversity loss and global environmental change. The extinction of large carnivores can have ramifying effects on ecosystems like an uncontrolled increase in wild herbivores, which in turn can have knock-on impacts on vegetation regeneration and communities. Cheetahs (Acinonyx jubatus) serve important ecosystem functions as apex predators; yet, they are quickly heading towards an uncertain future. Threatened by habitat loss, human-wildlife conflict and illegal trafficking, there are only approximately 7100 individuals remaining in nature. We present the most comprehensive genome-wide analysis of cheetah phylogeography and conservation genomics to date, assembling samples from nearly the entire current and past species' range. We show that their phylogeography is more complex than previously thought, and that East African cheetahs (A. j. raineyi) are genetically distinct from Southern African individuals (A. j. jubatus), warranting their recognition as a distinct subspecies. We found strong genetic differentiation between all classically recognized subspecies, thus refuting earlier findings that cheetahs show only little differentiation. The strongest differentiation was observed between the Asiatic and all the African subspecies. We detected high inbreeding in the Critically Endangered Iranian (A. j. venaticus) and North-western (A. j. hecki) subspecies, and show that overall cheetahs, along with snow leopards, have the lowest genome-wide heterozygosity of all the big cats. This further emphasizes the cheetah's perilous conservation status. Our results provide novel and important information on cheetah phylogeography that can support evidence-based conservation policy decisions to help protect this species. This is especially relevant in light of ongoing and proposed translocations across subspecies boundaries, and the increasing threats of illegal trafficking.
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Affiliation(s)
- Stefan Prost
- Research Institute of Wildlife EcologyVetmeduni ViennaViennaAustria
- LOEWE‐Center for Translational Biodiversity Genomics, Senckenberg MuseumFrankfurtGermany
- South African National Biodiversity InstitutePretoriaSouth Africa
| | - Ana Paula Machado
- Department of Ecology and EvolutionUniversity of LausanneLausanneSwitzerland
| | - Julia Zumbroich
- Research Institute of Wildlife EcologyVetmeduni ViennaViennaAustria
| | - Lisa Preier
- Research Institute of Wildlife EcologyVetmeduni ViennaViennaAustria
| | | | - Rene Meissner
- Research Institute of Wildlife EcologyVetmeduni ViennaViennaAustria
- LOEWE‐Center for Translational Biodiversity Genomics, Senckenberg MuseumFrankfurtGermany
- Institute for Ecology, Evolution and DiversityGoethe UniversityFrankfurtGermany
| | - Katerina Guschanski
- Animal Ecology, Department of Ecology and Genetics, Evolutionary Biology Centre, Science for Life LaboratoryUppsala UniversitetUppsalaSweden
- Institute of Evolutionary Biology, School of Biological SciencesUniversity of EdinburghEdinburghUK
| | - Jaelle C. Brealey
- Animal Ecology, Department of Ecology and Genetics, Evolutionary Biology Centre, Science for Life LaboratoryUppsala UniversitetUppsalaSweden
- Department of Natural HistoryNTNU University Museum, Norwegian University of Science and Technology (NTNU)TrondheimNorway
| | - Carlos Rodríguez Fernandes
- CE3C ‐ Centre for Ecology, Evolution and Environmental Changes & CHANGE ‐ Global Change and Sustainability Institute, Departamento de Biologia Animal, Faculdade de CiênciasUniversidade de LisboaLisbonPortugal
- Faculdade de PsicologiaUniversidade de Lisboa, Alameda da UniversidadeLisbonPortugal
| | - Paul Vercammen
- Breeding Centre for Endangered Arabian WildlifeSharjahUnited Arab Emirates
| | - Luke T. B. Hunter
- Wildlife Conservation SocietyNew YorkNew YorkUSA
- School of Life SciencesUniversity of KwaZulu‐NatalDurbanSouth Africa
| | - Alexei V. Abramov
- Zoological InstituteRussian Academy of SciencesSaint PetersburgRussia
| | - Martin Plasil
- Department of Animal GeneticsUniversity of Veterinary SciencesBrnoCzech Republic
- Central European Institute of TechnologyUniversity of Veterinary Sciences Brno (CEITEC Vetuni)BrnoCzech Republic
| | - Petr Horin
- Department of Animal GeneticsUniversity of Veterinary SciencesBrnoCzech Republic
- Central European Institute of TechnologyUniversity of Veterinary Sciences Brno (CEITEC Vetuni)BrnoCzech Republic
| | | | | | | | - Antoinette Kotze
- South African National Biodiversity InstitutePretoriaSouth Africa
- Genetics DepartmentUniversity of the Free StateBloemfonteinSouth Africa
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24
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Hu J, Westbury MV, Yuan J, Wang C, Xiao B, Chen S, Song S, Wang L, Lin H, Lai X, Sheng G. An extinct and deeply divergent tiger lineage from northeastern China recognized through palaeogenomics. Proc Biol Sci 2022; 289:20220617. [PMID: 35892215 PMCID: PMC9326283 DOI: 10.1098/rspb.2022.0617] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Tigers (Panthera tigris) are flagship big cats and attract extensive public attention due to their charismatic features and endangered status. Despite this, little is known about their prehistoric lineages and detailed evolutionary histories. Through palaeogenomic analyses, we identified a Pleistocene tiger from northeastern China, dated to beyond the limits of radiocarbon dating (greater than 43 500 years ago). We used a simulated dataset and different reads processing pipelines to test the validity of our results and confirmed that, in both mitochondrial and nuclear phylogenies, this ancient individual belongs to a previously unknown lineage that diverged prior to modern tiger diversification. Based on the mitochondrial genome, the divergence time of this ancient lineage was estimated to be approximately 268 ka (95% CI: 187-353 ka), doubling the known age of tigers' maternal ancestor to around 125 ka (95% CI: 88-168 ka). Furthermore, by combining our findings with putative mechanisms underlying the discordant mito-nuclear phylogenetic placement for the South China tigers, we proposed a more complex scenario of tiger evolution that would otherwise be missed using data from modern tigers only. Our study provides the first glimpses of the genetic antiquity of tigers and demonstrates the utility of aDNA-based investigation for further understanding tiger evolution.
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Affiliation(s)
- Jiaming Hu
- State Key Laboratory of Biogeology and Environmental Geology, China University of Geosciences, Wuhan 430078, People's Republic of China,School of Earth Sciences, China University of Geosciences, Wuhan 430074, People's Republic of China
| | - Michael V. Westbury
- Globe Institute, University of Copenhagen, Øster Voldgade 5-7, Copenhagen, Denmark
| | - Junxia Yuan
- Faculty of Materials Science and Chemistry, China University of Geosciences, Wuhan 430078, People's Republic of China
| | - Chunxue Wang
- School of Archaeology, Jilin University, Changchun 130012, People's Republic of China
| | - Bo Xiao
- State Key Laboratory of Biogeology and Environmental Geology, China University of Geosciences, Wuhan 430078, People's Republic of China,School of Earth Sciences, China University of Geosciences, Wuhan 430074, People's Republic of China
| | - Shungang Chen
- Faculty of Materials Science and Chemistry, China University of Geosciences, Wuhan 430078, People's Republic of China
| | - Shiwen Song
- School of Environmental Studies, China University of Geosciences, Wuhan 430078, People's Republic of China
| | - Linying Wang
- Faculty of Materials Science and Chemistry, China University of Geosciences, Wuhan 430078, People's Republic of China
| | - Haifeng Lin
- School of Environmental Studies, China University of Geosciences, Wuhan 430078, People's Republic of China
| | - Xulong Lai
- State Key Laboratory of Biogeology and Environmental Geology, China University of Geosciences, Wuhan 430078, People's Republic of China,School of Earth Sciences, China University of Geosciences, Wuhan 430074, People's Republic of China
| | - Guilian Sheng
- State Key Laboratory of Biogeology and Environmental Geology, China University of Geosciences, Wuhan 430078, People's Republic of China,School of Environmental Studies, China University of Geosciences, Wuhan 430078, People's Republic of China
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25
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O'Brien SJ. A decade of GigaScience: A perspective on conservation genetics. Gigascience 2022; 11:6608501. [PMID: 35701371 PMCID: PMC9197679 DOI: 10.1093/gigascience/giac055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2022] [Accepted: 06/09/2022] [Indexed: 11/13/2022] Open
Abstract
Wide interest in species conservation is young. To many it began early in 1903 when Teddy Roosevelt and John Muir set up a camp under the Grizzly Giant in the Mariposa Grove of California's Yosemite Valley. Over three days they decided to broaden the US National Park footprint across the USA. Conservationists were inspired in the coming decades by the writings of wildlife conservation pioneers-Osa Johnson (I Married Adventure), Karen Blixen (Out of Africa) and Rachel Carson (The Silent Spring). Countless crusaders developed a passion for preserving dwindling species in those early days, yet none of these conservation advocates mentioned the word genetics, let alone genomics. The genome sequencing projects that have followed on from these have brought in an enormous amount of data, including whole genome sequences for thousands of non-human species, both individual and population wide. This huge resource has revolutionized conservation genetics, bringing in ways to assess the health of at-risk populations, devise genetic-driven breeding strategies, and other means to attempt to preserve the over 1 million species (and growing) under threat today.
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Affiliation(s)
- Stephen J O'Brien
- Halmos College of Arts and Sciences, Nova Southeastern University, Ft. Lauderdale, Florida 33004, USA
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26
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Aylward M, Sagar V, Natesh M, Ramakrishnan U. How methodological changes have influenced our understanding of population structure in threatened species: insights from tiger populations across India. Philos Trans R Soc Lond B Biol Sci 2022; 377:20200418. [PMID: 35430878 PMCID: PMC9014192 DOI: 10.1098/rstb.2020.0418] [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: 10/11/2021] [Accepted: 03/14/2022] [Indexed: 12/26/2022] Open
Abstract
Unprecedented advances in sequencing technology in the past decade allow a better understanding of genetic variation and its partitioning in natural populations. Such inference is critical to conservation: to understand species biology and identify isolated populations. We review empirical population genetics studies of Endangered Bengal tigers within India, where 60-70% of wild tigers live. We assess how changes in marker type and sampling strategy have impacted inferences by reviewing past studies, and presenting three novel analyses including a single-nucleotide polymorphism (SNP) panel, genome-wide SNP markers, and a whole-mitochondrial genome network. At a broad spatial scale, less than 100 SNPs revealed the same patterns of population clustering as whole genomes (with the exception of one additional population sampled only in the SNP panel). Mitochondrial DNA indicates a strong structure between the northeast and other regions. Two studies with more populations sampled revealed further substructure within Central India. Overall, the comparison of studies with varied marker types and sample sets allows more rigorous inference of population structure. Yet sampling of some populations is limited across all studies, and these should be the focus of future sampling efforts. We discuss challenges in our understanding of population structure, and how to further address relevant questions in conservation genetics. This article is part of the theme issue 'Celebrating 50 years since Lewontin's apportionment of human diversity'.
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Affiliation(s)
- Megan Aylward
- National Centre for Biological Sciences, TIFR, Bangalore, India, 560065
| | - Vinay Sagar
- National Centre for Biological Sciences, TIFR, Bangalore, India, 560065
| | - Meghana Natesh
- Indian Institute of Science Education and Research, Tirupati, India, 517507
| | - Uma Ramakrishnan
- National Centre for Biological Sciences, TIFR, Bangalore, India, 560065
- Senior Fellow, DBT Wellcome Trust India Alliance, Hyderabad, Telangana, India, 500034
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27
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Khanwilkar S, Sosnowski M, Guynup S. Patterns of illegal and legal tiger parts entering the United States over a decade (2003–2012). CONSERVATION SCIENCE AND PRACTICE 2022. [DOI: 10.1111/csp2.622] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Affiliation(s)
- Sarika Khanwilkar
- Wild Tiger San Antonio Texas USA
- Department of Ecology, Evolution, and Environmental Biology Columbia University New York New York USA
| | - Monique Sosnowski
- John Jay College of Criminal Justice City University of New York New York New York USA
| | - Sharon Guynup
- Environmental Change and Security and China Environment Programs Woodrow Wilson International Center for Scholars Washington District of Columbia USA
- National Geographic Washington District of Columbia USA
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28
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Bertola LD, Miller SM, Williams VL, Naude VN, Coals P, Dures SG, Henschel P, Chege M, Sogbohossou EA, Ndiaye A, Kiki M, Gaylard A, Ikanda DK, Becker MS, Lindsey P. Genetic guidelines for translocations: Maintaining intraspecific diversity in the lion ( Panthera leo). Evol Appl 2022; 15:22-39. [PMID: 35126646 PMCID: PMC8792481 DOI: 10.1111/eva.13318] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 10/05/2021] [Accepted: 10/06/2021] [Indexed: 11/26/2022] Open
Abstract
Conservation translocations have become an important management tool, particularly for large wildlife species such as the lion (Panthera leo). When planning translocations, the genetic background of populations needs to be taken into account; failure to do so risks disrupting existing patterns of genetic variation, ultimately leading to genetic homogenization, and thereby reducing resilience and adaptability of the species. We urge wildlife managers to include knowledge of the genetic background of source/target populations, as well as species-wide patterns, in any management intervention. We present a hierarchical decision-making tool in which we list 132 lion populations/lion conservation units and provide information on genetic assignment, uncertainty and suitability for translocation for each source/target combination. By including four levels of suitability, from 'first choice' to 'no option', we provide managers with a range of options. To illustrate the extent of international trade of lions, and the potential disruption of natural patterns of intraspecific diversity, we mined the CITES Trade Database for estimated trade quantities of live individuals imported into lion range states during the past 4 decades. We identified 1056 recorded individuals with a potential risk of interbreeding with wild lions, 772 being captive-sourced. Scoring each of the records with our decision-making tool illustrates that only 7% of the translocated individuals were 'first choice' and 73% were 'no option'. We acknowledge that other, nongenetic factors are important in the decision-making process, and hence a pragmatic approach is needed. A framework in which source/target populations are scored based on suitability is not only relevant to lion, but also to other species of wildlife that are frequently translocated. We hope that the presented overview supports managers to include genetics in future management decisions and contributes towards conservation of the lion in its full diversity.
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Affiliation(s)
- Laura D. Bertola
- Department of BiologyUniversity of CopenhagenCopenhagenDenmark
- City College of New YorkNew YorkNew YorkUSA
| | - Susan M. Miller
- FitzPatrick Institute of African OrnithologyDSI‐NRF Centre of ExcellenceUniversity of Cape TownCape TownSouth Africa
- Institute for Communities and Wildlife in AfricaUniversity of Cape TownCape TownSouth Africa
| | - Vivienne L. Williams
- School of Animal, Plant and Environmental SciencesUniversity of the WitwatersrandJohannesburgSouth Africa
| | - Vincent N. Naude
- Institute for Communities and Wildlife in AfricaUniversity of Cape TownCape TownSouth Africa
| | - Peter Coals
- School of Animal, Plant and Environmental SciencesUniversity of the WitwatersrandJohannesburgSouth Africa
- Wildlife Conservation Research UnitUniversity of OxfordOxfordUK
| | | | | | - Monica Chege
- Institute of Environmental Sciences (CML)Leiden UniversityLeidenThe Netherlands
- Kenya Wildlife ServiceNairobiKenya
| | | | | | - Martial Kiki
- Département de Génie de l’EnvironnementUniversité d’Abomey‐CalaviCotonouBenin
| | - Angela Gaylard
- Conservation Development & Assurance DepartmentAfrican Parks NetworkJohannesburgSouth Africa
| | | | | | - Peter Lindsey
- Department of Zoology and EntomologyMammal Research InstituteUniversity of PretoriaPretoriaSouth Africa
- Environmental Futures Research InstituteGriffith UniversityNathanQueenslandAustralia
- Wildlife Conservation NetworkSan FranciscoCaliforniaUSA
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29
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Khan A, Patel K, Shukla H, Viswanathan A, van der Valk T, Borthakur U, Nigam P, Zachariah A, Jhala YV, Kardos M, Ramakrishnan U. Genomic evidence for inbreeding depression and purging of deleterious genetic variation in Indian tigers. Proc Natl Acad Sci U S A 2021; 118:e2023018118. [PMID: 34848534 PMCID: PMC8670471 DOI: 10.1073/pnas.2023018118] [Citation(s) in RCA: 72] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/11/2021] [Indexed: 01/03/2023] Open
Abstract
Increasing habitat fragmentation leads to wild populations becoming small, isolated, and threatened by inbreeding depression. However, small populations may be able to purge recessive deleterious alleles as they become expressed in homozygotes, thus reducing inbreeding depression and increasing population viability. We used whole-genome sequences from 57 tigers to estimate individual inbreeding and mutation load in a small-isolated and two large-connected populations in India. As expected, the small-isolated population had substantially higher average genomic inbreeding (FROH = 0.57) than the large-connected (FROH = 0.35 and FROH = 0.46) populations. The small-isolated population had the lowest loss-of-function mutation load, likely due to purging of highly deleterious recessive mutations. The large populations had lower missense mutation loads than the small-isolated population, but were not identical, possibly due to different demographic histories. While the number of the loss-of-function alleles in the small-isolated population was lower, these alleles were at higher frequencies and homozygosity than in the large populations. Together, our data and analyses provide evidence of 1) high mutation load, 2) purging, and 3) the highest predicted inbreeding depression, despite purging, in the small-isolated population. Frequency distributions of damaging and neutral alleles uncover genomic evidence that purifying selection has removed part of the mutation load across Indian tiger populations. These results provide genomic evidence for purifying selection in both small and large populations, but also suggest that the remaining deleterious alleles may have inbreeding-associated fitness costs. We suggest that genetic rescue from sources selected based on genome-wide differentiation could offset any possible impacts of inbreeding depression.
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Affiliation(s)
- Anubhab Khan
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore 560065, India;
| | - Kaushalkumar Patel
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore 560065, India
| | - Harsh Shukla
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore 560065, India
| | - Ashwin Viswanathan
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore 560065, India
- Nature Conservation Foundation, Mysore 570017, India
| | | | | | - Parag Nigam
- Wildlife Institute of India, Dehradun 248001, India
| | | | | | - Marty Kardos
- Northwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Seattle, WA 98112;
| | - Uma Ramakrishnan
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore 560065, India;
- Department of Biotechnology-Wellcome Trust India Alliance, Hyderabad 500034, India
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30
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Using Keeper Questionnaires to Capture Zoo-Housed Tiger (Panthera tigris) Personality: Considerations for Animal Management. JOURNAL OF ZOOLOGICAL AND BOTANICAL GARDENS 2021. [DOI: 10.3390/jzbg2040047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Individual personalities affect animal experiences of zoo environments, impact on an animal’s coping ability and have potential implications for welfare. Keeper assessments have been identified as a quick and reliable way of capturing data on personality in a range of species and have practical application in improving animal welfare on an individual level. Despite widespread recognition of the importance of animal personality within a zoo environment, there is a paucity of research into tiger personality and the potential impact of this on tiger experiences within zoos. This research investigated the personality of 34 tigers (19 Amur and 15 Sumatran) across 14 facilities in the UK using keeper ratings and identified changes keepers made in animal husbandry to support tiger welfare. Reliability across keepers (n = 49) was established for nine adjectives and a principal component analysis identified three personality components: ‘anxious’, ‘quiet’ and ‘sociable’. When subspecies were combined, there was no relationship between tiger scores on the personality components and age or sex of tigers (p > 0.05). Subspecies of tiger was not related to scores on the ‘quiet’ or ‘sociable’ components (p > 0.05). Sumatran tigers scored more highly than Amur tigers on the ‘anxious’ component (mean ± SD, Sumatran: 3.0 ± 1.7, Amur: 1.8 ± 0.6, p < 0.05). Analysis within subspecies found that male Amur tigers were more sociable than females (mean ± SD, males: 5.5 ± 0.707; females: 4.15 ± 0.55). Amur tiger age was also negatively correlated with scores on the sociable personality component (R = −0.742, p < 0.05). No significant differences were seen in Sumatran tigers. Keepers reported a number of changes to husbandry routines based on their perceptions of their tigers’ personality/needs. However, there was no significant relationship between these changes and tiger personality scores (p > 0.05). Despite significant evolutionary differences between Amur and Sumatran tigers, there are no subspecies specific guidelines for zoo tigers. This research has highlighted the potential for these two subspecies to display personality differences and we advocate further research into this area. Specifically, we highlight a need to validate the relationship between tiger personality, management protocols and behavioural and physiological metrics of welfare. This will enable a fuller understanding of the impact of personality on zoo tiger experiences and will enable identification of evidence-based best practice guidelines.
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Lorenzana GP, Figueiró HV, Kaelin CB, Barsh GS, Johnson J, Karlsson E, Morato RG, Sana DA, Cullen L, May JA, Moraes EA, Kantek DLZ, Silveira L, Murphy WJ, Ryder OA, Eizirik E. Whole-genome sequences shed light onto the demographic history and contemporary genetic erosion of free-ranging jaguar (Panthera onca) populations. J Genet Genomics 2021; 49:77-80. [PMID: 34767971 DOI: 10.1016/j.jgg.2021.10.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Revised: 10/20/2021] [Accepted: 10/21/2021] [Indexed: 10/19/2022]
Affiliation(s)
- Gustavo P Lorenzana
- Pontifical Catholic University of Rio Grande do Sul, PUCRS. School of Health and Life Sciences, Porto Alegre, RS, 90619, Brazil
| | - Henrique V Figueiró
- Pontifical Catholic University of Rio Grande do Sul, PUCRS. School of Health and Life Sciences, Porto Alegre, RS, 90619, Brazil
| | | | - Gregory S Barsh
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA
| | - Jeremy Johnson
- Vertebrate Genome Biology, Broad Institute, Cambridge, MA, 02142, USA
| | - Elinor Karlsson
- Vertebrate Genome Biology, Broad Institute, Cambridge, MA, 02142, USA
| | | | - Dênis A Sana
- PPG Biologia Animal, Instituto de Biociências, UFRGS, Porto Alegre, RS, 90650, Brazil
| | - Laury Cullen
- Instituto de Pesquisas Ecológicas, Teodoro Sampaio, SP, 19280, Brazil
| | - Joares A May
- UniSul, Tubarão, SC, 88704, Brazil; Instituto Pró-Carnívoros, Atibaia, SP, 12945, Brazil
| | | | | | - Leandro Silveira
- Instituto Onça-pintada - Jaguar Conservation Fund, Mineiros, GO, 75830, Brazil
| | | | - Oliver A Ryder
- San Diego Zoo Institute for Conservation Research, San Diego, CA, 92027, USA
| | - Eduardo Eizirik
- Pontifical Catholic University of Rio Grande do Sul, PUCRS. School of Health and Life Sciences, Porto Alegre, RS, 90619, Brazil; Instituto Pró-Carnívoros, Atibaia, SP, 12945, Brazil.
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32
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Herrando‐Pérez S, Tobler R, Huber CD. smartsnp
, an
r
package for fast multivariate analyses of big genomic data. Methods Ecol Evol 2021. [DOI: 10.1111/2041-210x.13684] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Affiliation(s)
- Salvador Herrando‐Pérez
- Australian Centre for Ancient DNA School of Biological Sciences The University of Adelaide Adelaide SA Australia
- Department of Biogeography and Global Change Museo Nacional de Ciencias NaturalesSpanish National Research Council (CSIC) Madrid Spain
| | - Raymond Tobler
- Australian Centre for Ancient DNA School of Biological Sciences The University of Adelaide Adelaide SA Australia
- Evolution of Cultural Diversity Initiative Australian National University Canberra ACT Australia
| | - Christian D. Huber
- Australian Centre for Ancient DNA School of Biological Sciences The University of Adelaide Adelaide SA Australia
- Department of Biology The Pennsylvania State University University Park PA USA
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33
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Taylor RS, Manseau M, Klütsch CFC, Polfus JL, Steedman A, Hervieux D, Kelly A, Larter NC, Gamberg M, Schwantje H, Wilson PJ. Population dynamics of caribou shaped by glacial cycles before the last glacial maximum. Mol Ecol 2021; 30:6121-6143. [PMID: 34482596 PMCID: PMC9293238 DOI: 10.1111/mec.16166] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 08/18/2021] [Accepted: 08/23/2021] [Indexed: 12/04/2022]
Abstract
Pleistocene glacial cycles influenced the diversification of high‐latitude wildlife species through recurrent periods of range contraction, isolation, divergence, and expansion from refugia and subsequent admixture of refugial populations. We investigate population size changes and the introgressive history of caribou (Rangifer tarandus) in western Canada using 33 whole genome sequences coupled with larger‐scale mitochondrial data. We found that a major population expansion of caribou occurred starting around 110,000 years ago (kya), the start of the last glacial period. Additionally, we found effective population sizes of some caribou reaching ~700,000 to 1,000,000 individuals, one of the highest recorded historical effective population sizes for any mammal species thus far. Mitochondrial analyses dated introgression events prior to the LGM dating to 20–30 kya and even more ancient at 60 kya, coinciding with colder periods with extensive ice coverage, further demonstrating the importance of glacial cycles and events prior to the LGM in shaping demographic history. Reconstructing the origins and differential introgressive history has implications for predictions on species responses under climate change. Our results have implications for other whole genome analyses using pairwise sequentially Markovian coalescent (PSMC) analyses, as well as highlighting the need to investigate pre‐LGM demographic patterns to fully reconstruct the origin of species diversity, especially for high‐latitude species.
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Affiliation(s)
- Rebecca S Taylor
- Biology Department, Trent University, Peterborough, Ontario, Canada
| | - Micheline Manseau
- Biology Department, Trent University, Peterborough, Ontario, Canada.,Landscape Science and Technology, Environment and Climate Change Canada, Ottawa, Ontario, Canada
| | | | - Jean L Polfus
- Biology Department, Trent University, Peterborough, Ontario, Canada
| | - Audrey Steedman
- Parks Canada, Government of Canada, Winnipeg, Manitoba, Canada
| | - Dave Hervieux
- Department of Environment and Parks, Government of Alberta, Grande Prairie, Alberta, Canada
| | - Allicia Kelly
- Department of Environment and Natural Resources, Government of the Northwest Territories, Fort Smith, Northwest Territories, Canada
| | - Nicholas C Larter
- Department of Environment and Natural Resources, Government of the Northwest Territories, Fort Simpson, Northwest Territories, Canada
| | | | - Helen Schwantje
- BC Ministry of Forest, Lands, Natural Resource Operations, and Rural Development, Nanaimo, British Columbia, Canada
| | - Paul J Wilson
- Biology Department, Trent University, Peterborough, Ontario, Canada
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34
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Sympatric and independently evolving lineages in the Thoropa miliaris - T. taophora species complex (Anura: Cycloramphidae). Mol Phylogenet Evol 2021; 166:107220. [PMID: 34481948 DOI: 10.1016/j.ympev.2021.107220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Revised: 04/28/2021] [Accepted: 06/01/2021] [Indexed: 11/20/2022]
Abstract
Species delimitation can be challenging and affected by subjectivity. Sibling lineages that occur in sympatry constitute good candidates for species delimitation regardless of the adopted species concept. The Thoropa miliaris + T. taophora species complex exhibits high genetic diversity distributed in several lineages that occur sympatrically in the southeastern Atlantic Forest of Brazil. We used 414 loci obtained by anchored hybrid enrichment to characterize genetic variation in the Thoropa miliaris species group (T. saxatilis, T megatympanum, T. miliaris, and T. taophora), combining assignment analyses with traditional and coalescent phylogeny reconstruction. We also investigated evolutionary independence in co-occurring lineages by estimating gene flow, and validated lineages under the multispecies coalescent. We recovered most previously described lineages as unique populations in assignment analyses; exceptions include two lineages within T. miliaris that are further substructured, and the merging of all T. taophora lineages. We found very low probabilities of gene flow between sympatric lineages, suggesting independent evolution. Species tree inferences and species delimitation yielded resolved relationships and indicate that all lineages constitute putative species that diverged during the Pliocene and Pleistocene, later than previously estimated.
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35
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Armstrong EE, Khan A, Taylor RW, Gouy A, Greenbaum G, Thiéry A, Kang JT, Redondo SA, Prost S, Barsh G, Kaelin C, Phalke S, Chugani A, Gilbert M, Miquelle D, Zachariah A, Borthakur U, Reddy A, Louis E, Ryder OA, Jhala YV, Petrov D, Excoffier L, Hadly E, Ramakrishnan U. Recent Evolutionary History of Tigers Highlights Contrasting Roles of Genetic Drift and Selection. Mol Biol Evol 2021; 38:2366-2379. [PMID: 33592092 PMCID: PMC8136513 DOI: 10.1093/molbev/msab032] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Species conservation can be improved by knowledge of evolutionary and genetic history. Tigers are among the most charismatic of endangered species and garner significant conservation attention. However, their evolutionary history and genomic variation remain poorly known, especially for Indian tigers. With 70% of the world’s wild tigers living in India, such knowledge is critical. We re-sequenced 65 individual tiger genomes representing most extant subspecies with a specific focus on tigers from India. As suggested by earlier studies, we found strong genetic differentiation between the putative tiger subspecies. Despite high total genomic diversity in India, individual tigers host longer runs of homozygosity, potentially suggesting recent inbreeding or founding events, possibly due to small and fragmented protected areas. We suggest the impacts of ongoing connectivity loss on inbreeding and persistence of Indian tigers be closely monitored. Surprisingly, demographic models suggest recent divergence (within the last 20,000 years) between subspecies and strong population bottlenecks. Amur tiger genomes revealed the strongest signals of selection related to metabolic adaptation to cold, whereas Sumatran tigers show evidence of weak selection for genes involved in body size regulation. We recommend detailed investigation of local adaptation in Amur and Sumatran tigers prior to initiating genetic rescue.
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Affiliation(s)
| | - Anubhab Khan
- National Centre for Biological Sciences, TIFR, Bangalore, India
| | - Ryan W Taylor
- Department of Biology, Stanford University, Stanford, CA, USA.,End2End Genomics, LLC, Davis, CA, USA
| | - Alexandre Gouy
- Institute of Ecology and Evolution, University of Bern, Bern, Switzerland.,Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Gili Greenbaum
- Department of Biology, Stanford University, Stanford, CA, USA.,Department of Ecology, Evolution & Behavior, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Alexandre Thiéry
- Institute of Ecology and Evolution, University of Bern, Bern, Switzerland.,Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Jonathan T Kang
- Department of Biology, Stanford University, Stanford, CA, USA.,Genome Institute of Singapore, A*STAR, Singapore
| | | | - Stefan Prost
- Department of Biology, Stanford University, Stanford, CA, USA
| | - Gregory Barsh
- Hudsonalpha Institute, Hunstville, AL, USA.,Department of Genetics, Stanford University, Stanford, CA, USA
| | | | | | | | - Martin Gilbert
- Wildlife Conservation Society, Russia Program, New York, NY, USA.,College of Veterinary Medicine, Cornell University, Ithaca, NY, USA
| | - Dale Miquelle
- Wildlife Conservation Society, Russia Program, New York, NY, USA
| | | | | | - Anuradha Reddy
- Laboratory for Conservation of Endangered Species, CCMB, Hyderabad, India
| | - Edward Louis
- Department of Genetics, Omaha Zoo, Omaha, NE, USA
| | - Oliver A Ryder
- San Diego Zoo, Institute for Conservation Research, Escondido, CA, USA
| | | | - Dmitri Petrov
- Department of Biology, Stanford University, Stanford, CA, USA
| | - Laurent Excoffier
- Institute of Ecology and Evolution, University of Bern, Bern, Switzerland.,Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Elizabeth Hadly
- Wildlife Conservation Society, Russia Program, New York, NY, USA
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36
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Samaha G, Wade CM, Mazrier H, Grueber CE, Haase B. Exploiting genomic synteny in Felidae: cross-species genome alignments and SNV discovery can aid conservation management. BMC Genomics 2021; 22:601. [PMID: 34362297 PMCID: PMC8348863 DOI: 10.1186/s12864-021-07899-2] [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: 09/30/2020] [Accepted: 07/14/2021] [Indexed: 11/10/2022] Open
Abstract
Background While recent advances in genomics has enabled vast improvements in the quantification of genome-wide diversity and the identification of adaptive and deleterious alleles in model species, wildlife and non-model species have largely not reaped the same benefits. This has been attributed to the resources and infrastructure required to develop essential genomic datasets such as reference genomes. In the absence of a high-quality reference genome, cross-species alignments can provide reliable, cost-effective methods for single nucleotide variant (SNV) discovery. Here, we demonstrated the utility of cross-species genome alignment methods in gaining insights into population structure and functional genomic features in cheetah (Acinonyx jubatas), snow leopard (Panthera uncia) and Sumatran tiger (Panthera tigris sumatrae), relative to the domestic cat (Felis catus). Results Alignment of big cats to the domestic cat reference assembly yielded nearly complete sequence coverage of the reference genome. From this, 38,839,061 variants in cheetah, 15,504,143 in snow leopard and 13,414,953 in Sumatran tiger were discovered and annotated. This method was able to delineate population structure but limited in its ability to adequately detect rare variants. Enrichment analysis of fixed and species-specific SNVs revealed insights into adaptive traits, evolutionary history and the pathogenesis of heritable diseases. Conclusions The high degree of synteny among felid genomes enabled the successful application of the domestic cat reference in high-quality SNV detection. The datasets presented here provide a useful resource for future studies into population dynamics, evolutionary history and genetic and disease management of big cats. This cross-species method of variant discovery provides genomic context for identifying annotated gene regions essential to understanding adaptive and deleterious variants that can improve conservation outcomes. Supplementary Information The online version contains supplementary material available at 10.1186/s12864-021-07899-2.
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Affiliation(s)
- Georgina Samaha
- Sydney School of Veterinary Science, Faculty of Science, The University of Sydney, Sydney, NSW, Australia.
| | - Claire M Wade
- School of Life and Environmental Sciences, The University of Sydney, Sydney, NSW, Australia
| | - Hamutal Mazrier
- Sydney School of Veterinary Science, Faculty of Science, The University of Sydney, Sydney, NSW, Australia
| | - Catherine E Grueber
- School of Life and Environmental Sciences, The University of Sydney, Sydney, NSW, Australia
| | - Bianca Haase
- Sydney School of Veterinary Science, Faculty of Science, The University of Sydney, Sydney, NSW, Australia
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37
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Considerations for Initiating a Wildlife Genomics Research Project in South and South-East Asia. J Indian Inst Sci 2021. [DOI: 10.1007/s41745-021-00243-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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38
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Abstract
Ecotourism can fuel an important source of financial income for African countries and can therefore help biodiversity policies in the continent. Translocations can be a powerful tool to spread economic benefits among countries and communities; yet, to be positive for biodiversity conservation, they require a basic knowledge of conservation units through appropriate taxonomic research. This is not always the case, as taxonomy was considered an outdated discipline for almost a century, and some plurality in taxonomic approaches is incorrectly considered as a disadvantage for conservation work. As an example, diversity of the genus Giraffa and its recent taxonomic history illustrate the importance of such knowledge for a sound conservation policy that includes translocations. We argue that a fine-grained conservation perspective that prioritizes all remaining populations along the Nile Basin is needed. Translocations are important tools for giraffe diversity conservation, but more discussion is needed, especially for moving new giraffes to regions where the autochthonous taxa/populations are no longer existent. As the current discussion about the giraffe taxonomy is too focused on the number of giraffe species, we argue that the plurality of taxonomic and conservation approaches might be beneficial, i.e., for defining the number of units requiring separate management using a (majority) consensus across different concepts (e.g., MU—management unit, ESU—evolutionary significant unit, and ECU—elemental conservation unit). The taxonomically sensitive translocation policy/strategy would be important for the preservation of current diversity, while also supporting the ecological restoration of some regions within rewilding. A summary table of the main translocation operations of African mammals that have underlying problems is included. Therefore, we call for increased attention toward the taxonomy of African mammals not only as the basis for sound conservation but also as a further opportunity to enlarge the geographic scope of ecotourism in Africa.
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Tidière M, Douay G, Müller P, Siberchicot A, Sliwa A, Whipple M, Douhard M. Lifespan decreases with proportion of sons in males but not females of zoo-housed tigers and lemurs. J Evol Biol 2021; 34:1061-1070. [PMID: 33914999 DOI: 10.1111/jeb.13793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 03/30/2021] [Accepted: 04/16/2021] [Indexed: 11/29/2022]
Abstract
Several studies have shown higher costs of rearing sons than daughters in mammals where males are larger than females. These studies typically focus on females by examining how the offspring sex ratio during a single reproductive event affected mothers' subsequent reproduction or survival probability. Here, we examine relationships between offspring sex ratio during single or multiple reproductive events and several survival metrics in mothers and fathers, using data from zoo-housed tigers (Panthera tigris) and ruffed lemurs (Varecia sp.). Our analyses failed to reveal an overall cost of reproduction or a higher cost of sons to mothers. In male ruffed lemurs, the proportion of sons produced during early life (before 10 years old) was negatively correlated with lifespan later in life. In tigers, males with a higher proportion of sons during their lifetime had shorter lifespans. One likely mechanism is the difference in testosterone levels between males: a high concentration of testosterone can increase the proportion of sons and compromise immune function. Our results suggest studies in wild populations should address the outstanding challenge of understanding consequences of sex allocation for males, and open an opportunity to predict lifespan in an applied conservation context.
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Affiliation(s)
- Morgane Tidière
- Université de Lyon, Laboratoire de Biométrie et Biologie Evolutive UMR5558 CNRS, Université Claude Bernard Lyon 1, Villeurbanne, France
| | - Guillaume Douay
- Wildlife Reserves Singapore, Conservation, Research and Veterinary Department, Singapore
| | | | - Aurélie Siberchicot
- Université de Lyon, Laboratoire de Biométrie et Biologie Evolutive UMR5558 CNRS, Université Claude Bernard Lyon 1, Villeurbanne, France
| | | | | | - Mathieu Douhard
- Université de Lyon, Laboratoire de Biométrie et Biologie Evolutive UMR5558 CNRS, Université Claude Bernard Lyon 1, Villeurbanne, France
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40
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Tidière M, Müller P, Sliwa A, Siberchicot A, Douay G. Sex-specific actuarial and reproductive senescence in zoo-housed tiger (Panthera tigris): The importance of sub-species for conservation. Zoo Biol 2021; 40:320-329. [PMID: 33861886 DOI: 10.1002/zoo.21610] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Revised: 02/25/2021] [Accepted: 03/24/2021] [Indexed: 11/07/2022]
Abstract
A fifth of all known species are currently classified as threatened in the wild: the rate of biodiversity loss is rapid, continuous, and mostly due to anthropogenic activities. To slow down this decline, the accurate estimation of demographic parameters for threatened species is critical. With this aim, zoo institutions play an important role, giving access to data on zoo-housed animals, which aids researchers working on species life-history traits and intrinsic factors influencing the fitness of both sexes, such as age. While tigers (Panthera tigris) are particularly threatened in their natural environment, few of their demographic parameters have been determined because of their solitary and elusive nature as well as low population density. Using individual-based information for more than 9200 tigers (from 1938 to 2018) recorded in the International Tiger Studbook 2018, we aimed to determine sub-species and sex-specific variability of survival and reproductive parameters with age. No significant sex-difference in actuarial senescence (i.e., decline of survival probabilities with age) was observed but males tended to have a higher juvenile mortality and a faster senescence than females. Reproductive senescence (i.e., decline of reproductive parameters with age) was more pronounced in females than males. Moreover, we observed sub-species-specific variation in mortality and reproductive patterns, pointing out the necessity to consider them independently for conservation goals. Our findings can provide meaningful improvements to the husbandry of zoo-housed tigers, emphasizing the importance of adult breeding females of 7-9 years-old to control zoo-housed population size, but also providing accurate demographic estimates, crucial to set up effective conservation plans.
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Affiliation(s)
- Morgane Tidière
- Conservation Science Alliance, Species360, Minneapolis, Minnesota, 55425, USA.,Interdisciplinary Center on Population Dynamics, Department of Biology, University of Southern Denmark, Odense, Denmark
| | | | | | - Aurélie Siberchicot
- Laboratoire de Biométrie et Biologie Evolutive UMR5558 CNRS, Université de Lyon, Villeurbanne, France
| | - Guillaume Douay
- Conservation, Research, and Veterinary Department, Wildlife Reserves Singapore, Singapore, Singapore
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Chen L, Sun J, Jin P, Hoffmann AA, Bing X, Zhao D, Xue X, Hong X. Population genomic data in spider mites point to a role for local adaptation in shaping range shifts. Evol Appl 2020; 13:2821-2835. [PMID: 33294025 PMCID: PMC7691463 DOI: 10.1111/eva.13086] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Revised: 07/11/2020] [Accepted: 07/31/2020] [Indexed: 01/25/2023] Open
Abstract
Local adaptation is particularly likely in invertebrate pests that typically have short generation times and large population sizes, but there are few studies on pest species investigating local adaptation and separating this process from contemporaneous and historical gene flow. Here, we use a population genomic approach to investigate evolutionary processes in the two most dominant spider mites in China, Tetranychus truncatus Ehara and Tetranychus pueraricola Ehara et Gotoh, which have wide distributions, short generation times, and large population sizes. We generated genome resequencing of 246 spider mites mostly from China, as well as Japan and Canada at a combined total depth of 3,133×. Based on demographic reconstruction, we found that both mite species likely originated from refugia in southwestern China and then spread to other regions, with the dominant T. truncatus spreading ~3,000 years later than T. pueraricola. Estimated changes in population sizes of the pests matched known periods of glaciation and reinforce the recent expansion of the dominant spider mites. T. truncatus showed a greater extent of local adaptation with more genes (76 vs. 17) associated with precipitation, including candidates involved in regulation of homeostasis of water and ions, signal transduction, and motor skills. In both species, many genes (135 in T. truncatus and 95 in T. pueraricola) also showed signatures of selection related to elevation, including G-protein-coupled receptors, cytochrome P450s, and ABC-transporters. Our results point to historical expansion processes and climatic adaptation in these pests which could have contributed to their growing importance, particularly in the case of T. truncatus.
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Affiliation(s)
- Lei Chen
- Department of EntomologyNanjing Agricultural UniversityNanjingChina
| | - Jing‐Tao Sun
- Department of EntomologyNanjing Agricultural UniversityNanjingChina
| | - Peng‐Yu Jin
- Department of EntomologyNanjing Agricultural UniversityNanjingChina
| | - Ary A. Hoffmann
- Bio21 InstituteSchool of BioSciencesThe University of MelbourneMelbourneVictoriaAustralia
| | - Xiao‐Li Bing
- Department of EntomologyNanjing Agricultural UniversityNanjingChina
| | - Dian‐Shu Zhao
- Department of EntomologyNanjing Agricultural UniversityNanjingChina
| | - Xiao‐Feng Xue
- Department of EntomologyNanjing Agricultural UniversityNanjingChina
| | - Xiao‐Yue Hong
- Department of EntomologyNanjing Agricultural UniversityNanjingChina
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Veasey JS. Can Zoos Ever Be Big Enough for Large Wild Animals? A Review Using an Expert Panel Assessment of the Psychological Priorities of the Amur Tiger ( Panthera tigris altaica) as a Model Species. Animals (Basel) 2020; 10:ani10091536. [PMID: 32878205 PMCID: PMC7552275 DOI: 10.3390/ani10091536] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 08/24/2020] [Accepted: 08/24/2020] [Indexed: 12/04/2022] Open
Abstract
Simple Summary The reduction in space available to wild animals in zoos and aquariums is widely perceived to be detrimental to their welfare by scientists and the general public alike. Evidence suggests that naturally wide-ranging carnivores are more likely to suffer in captivity than those that travel less widely. Using the Amur tiger as a representative for wide-ranging species frequently held in zoos, an expert panel assessment was undertaken to identify psychological priorities in order to see how the negative welfare impacts of reduced ranging opportunities might be most effectively overcome. This assessment highlights that whilst reduced access to space may be central to compromised welfare for many species, there may be more effective strategies in safeguarding welfare than simply making captive habitats marginally bigger. Central to this for Amur tigers is providing appropriate mental stimulation rather than focusing only on behaviours linked to hunting. Various strategies intended to safeguard welfare are discussed for Amur tigers, which can also be considered for other wide-ranging species. Abstract The ecology of large, wide-ranging carnivores appears to make them vulnerable to conservation challenges in the wild and welfare challenges in captivity. This poses an ethical dilemma for the zoo community and supports the case that there is a need to reconsider prevailing management paradigms for these species in captivity. Whilst the welfare challenges wide ranging carnivores face have been attributed to reduced ranging opportunities associated with the decreased size of captive habitats, attempts to augment wild carnivore welfare in captivity typically focus on behaviours linked to hunting. Thus far, this has yet to result in the systematic elimination of signs of compromised welfare amongst captive carnivores. Here an assessment is carried out to identify the likely welfare priorities for Amur tigers, which, as one of the widest ranging terrestrial carnivores, serves as an excellent exemplar for species experiencing extreme compression of their ranging opportunities in captivity. These priorities are then used to consider novel strategies to address the welfare challenges associated with existing management paradigms, and in particular, attempt to overcome the issue of restricted space. The insights generated here have wider implications for other species experiencing substantive habitat compression in captivity. It is proposed here that the impact of habitat compression on captive carnivore welfare may not be a consequence of the reduction in habitat size per se, but rather the reduction in cognitive opportunities that likely covary with size, and that this should inform strategies to augment welfare.
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Affiliation(s)
- Jake Stuart Veasey
- School of Animal, Rural and Environmental Sciences, Nottingham Trent University, Southwell NG25 0QF, UK
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Zhang W, Xu X, Yue B, Hou R, Xie J, Zou ZT, Han Y, Shen F, Zhang L, Xie Z, Yuan Y, Yin Y, Fu W, Chen D, Huang W, Liu Z, Tang Y, Zhao B, Zhang Q, Chen W, Zhang R, Chen J, Luo SJ, Zhang Z. Sorting Out the Genetic Background of the Last Surviving South China Tigers. J Hered 2020; 110:641-650. [PMID: 31102441 DOI: 10.1093/jhered/esz034] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2018] [Accepted: 05/16/2019] [Indexed: 11/13/2022] Open
Abstract
The South China tiger (Panthera tigris amoyensis) is endemic to China and also the most critically endangered subspecies of living tigers. It is considered extinct in the wild and only about 150 individuals survive in captivity to date, whose genetic heritage, however, is ambiguous and controversial. Here, we conducted an explicit genetic assessment of 92 studbook-registered South China tigers from 14 captive facilities using a subspecies-diagnostic system in the context of comparison with other voucher specimens to evaluate the genetic ancestry and level of distinctiveness of the last surviving P. t. amoyensis. Three mtDNA haplotypes were identified from South China tigers sampled in this study, including a unique P. t. amoyensis AMO1 haplotype not found in other subspecies, a COR1 haplotype that is widespread in Indochinese tigers (P. t. corbetti), and an ALT haplotype that is characteristic of Amur tigers (P. t. altaica). Bayesian STRUCTURE analysis and parentage verification confirmed the verified subspecies ancestry (VSA) as the South China tiger in 74 individuals. Genetic introgression from other tigers was detected in 18 tigers, and subsequent exclusion of these and their offspring from the breeding program is recommended. Both STRUCTURE clustering and microsatellite-based phylogenetic analyses demonstrated a close genetic association of the VSA South China tigers to Indochinese tigers, an issue that could only be elucidated by analysis of historical South China tiger specimens with wild origin. Our results also indicated a moderate level of genetic diversity in the captive South China tiger population, suggesting a potential for genetic restoration.
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Affiliation(s)
- Wenping Zhang
- The Sichuan Key Laboratory of Conservation Biology on Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, Sichuan, China
| | - Xiao Xu
- The State Key Laboratory of Protein and Plant Gene Research, Peking-Tsinghua Center for Life Sciences, School of Life Sciences, Peking University, Beijing, China
| | - Bisong Yue
- College of Life Science, Sichuan University, Chengdu, Sichuan, China
| | - Rong Hou
- The Sichuan Key Laboratory of Conservation Biology on Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, Sichuan, China
| | - Junjin Xie
- The Sichuan Key Laboratory of Conservation Biology on Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, Sichuan, China
| | - Zheng-Ting Zou
- The State Key Laboratory of Protein and Plant Gene Research, Peking-Tsinghua Center for Life Sciences, School of Life Sciences, Peking University, Beijing, China
| | - Yu Han
- The State Key Laboratory of Protein and Plant Gene Research, Peking-Tsinghua Center for Life Sciences, School of Life Sciences, Peking University, Beijing, China
| | - Fujun Shen
- The Sichuan Key Laboratory of Conservation Biology on Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, Sichuan, China
| | - Liang Zhang
- The Sichuan Key Laboratory of Conservation Biology on Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, Sichuan, China
| | - Zhong Xie
- Chinese Association of Zoological Gardens, Beijing, China
| | | | | | - Wenyuan Fu
- Fujian Meihuashan Institute of South China Tiger Breeding, Shanghang County, Fujian, China
| | | | - Wei Huang
- Nanchang Zoo, Nanchang, Jiangxi, China
| | - Zaoyang Liu
- Luoyang Wangcheng Garden, Luoyang, Henan, China
| | - Yao Tang
- Fuzhou Zoo, Fuzhou, Fujian, China
| | - Bo Zhao
- Chengdu Zoo, Chengdu, Sichuan, China
| | | | - Wu Chen
- Guangzhou Zoo, Guangzhou, Guangdong, China
| | | | - Jun Chen
- Safari Park Guiyang, Guiyang, Guizhou, China
| | - Shu-Jin Luo
- The State Key Laboratory of Protein and Plant Gene Research, Peking-Tsinghua Center for Life Sciences, School of Life Sciences, Peking University, Beijing, China
| | - Zhihe Zhang
- The Sichuan Key Laboratory of Conservation Biology on Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, Sichuan, China
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Khan A, Patel K, Bhattacharjee S, Sharma S, Chugani AN, Sivaraman K, Hosawad V, Sahu YK, Reddy GV, Ramakrishnan U. Are shed hair genomes the most effective noninvasive resource for estimating relationships in the wild? Ecol Evol 2020; 10:4583-4594. [PMID: 32551045 PMCID: PMC7297754 DOI: 10.1002/ece3.6157] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2019] [Revised: 02/10/2020] [Accepted: 02/17/2020] [Indexed: 01/01/2023] Open
Abstract
Knowledge of relationships in wild populations is critical for better understanding mating systems and inbreeding scenarios to inform conservation strategies for endangered species. To delineate pedigrees in wild populations, study genetic connectivity, study genotype-phenotype associations, trace individuals, or track wildlife trade, many identified individuals need to be genotyped at thousands of loci, mostly from noninvasive samples. This requires us to (a) identify the most common noninvasive sample available from identified individuals, (b) assess the ability to acquire genome-wide data from such samples, and (c) evaluate the quality of such genome-wide data, and its ability to reconstruct relationships between animals within a population.We followed identified individuals from a wild endangered tiger population and found that shed hair samples were the most common compared to scat samples, opportunistically found carcasses, and opportunistic invasive samples. We extracted DNA from these samples, prepared whole genome sequencing libraries, and sequenced genomes from these.Whole genome sequencing methods resulted in between 25%-98% of the genome sequenced for five such samples. Exploratory population genetic analyses revealed that these data were free of holistic biases and could recover expected population structure and relatedness. Mitochondrial genomes recovered matrilineages in accordance with long-term monitoring data. Even with just five samples, we were able to uncover the matrilineage for three individuals with unknown ancestry.In summary, we demonstrated that noninvasive shed hair samples yield adequate quality and quantity of DNA in conjunction with sensitive library preparation methods, and provide reliable data from hundreds of thousands of SNPs across the genome. This makes shed hair an ideal noninvasive resource for studying individual-based genetics of elusive endangered species in the wild.
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Affiliation(s)
- Anubhab Khan
- National Centre for Biological SciencesTIFRBangaloreIndia
| | | | - Subhadeep Bhattacharjee
- Rajasthan Forest DepartmentJaipurIndia
- Department of GEMESUniversity of JohannesburgJohannesburgSouth Africa
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Abstract
Of all the big cats, or perhaps of all the endangered wildlife, the tiger may be both the most charismatic and most well-recognized flagship species in the world. The rapidly changing field of molecular genetics, particularly advances in genome sequencing technologies, has provided new tools to reconstruct what characterizes a tiger. Here we review how applications of molecular genomic tools have been used to depict the tiger's ancestral roots, phylogenetic hierarchy, demographic history, morphological diversity, and genetic patterns of diversification on both temporal and geographical scales. Tiger conservation, stabilization, and management are important areas that benefit from use of these genome resources for developing survival strategies for this charismatic megafauna both in situ and ex situ.
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Affiliation(s)
- Shu-Jin Luo
- The State Key Laboratory of Protein and Plant Gene Research, Peking-Tsinghua Center for Life Sciences, School of Life Sciences, Peking University, Beijing 100871, China;
| | - Yue-Chen Liu
- The State Key Laboratory of Protein and Plant Gene Research, Peking-Tsinghua Center for Life Sciences, School of Life Sciences, Peking University, Beijing 100871, China;
| | - Xiao Xu
- The State Key Laboratory of Protein and Plant Gene Research, Peking-Tsinghua Center for Life Sciences, School of Life Sciences, Peking University, Beijing 100871, China;
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Li J, Milne RI, Ru D, Miao J, Tao W, Zhang L, Xu J, Liu J, Mao K. Allopatric divergence and hybridization withinCupressus chengiana(Cupressaceae), a threatened conifer in the northern Hengduan Mountains of western China. Mol Ecol 2020; 29:1250-1266. [DOI: 10.1111/mec.15407] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Revised: 02/21/2020] [Accepted: 02/26/2020] [Indexed: 12/25/2022]
Affiliation(s)
- Jialiang Li
- Key Laboratory of Bio‐Resource and Eco‐Environment of Ministry of Education College of Life Sciences State Key Laboratory of Hydraulics and Mountain River Engineering Sichuan University Chengdu China
| | - Richard I. Milne
- Institute of Molecular Plant Sciences The University of Edinburgh Edinburgh UK
| | - Dafu Ru
- State Key Laboratory of Grassland Agro‐Ecosystem Institute of Innovation Ecology Lanzhou University Lanzhou China
| | - Jibin Miao
- Key Laboratory of Bio‐Resource and Eco‐Environment of Ministry of Education College of Life Sciences State Key Laboratory of Hydraulics and Mountain River Engineering Sichuan University Chengdu China
| | - Wenjing Tao
- Key Laboratory of Bio‐Resource and Eco‐Environment of Ministry of Education College of Life Sciences State Key Laboratory of Hydraulics and Mountain River Engineering Sichuan University Chengdu China
| | - Lei Zhang
- Key Laboratory of Bio‐Resource and Eco‐Environment of Ministry of Education College of Life Sciences State Key Laboratory of Hydraulics and Mountain River Engineering Sichuan University Chengdu China
| | - Jingjing Xu
- Key Laboratory of Bio‐Resource and Eco‐Environment of Ministry of Education College of Life Sciences State Key Laboratory of Hydraulics and Mountain River Engineering Sichuan University Chengdu China
| | - Jianquan Liu
- Key Laboratory of Bio‐Resource and Eco‐Environment of Ministry of Education College of Life Sciences State Key Laboratory of Hydraulics and Mountain River Engineering Sichuan University Chengdu China
| | - Kangshan Mao
- Key Laboratory of Bio‐Resource and Eco‐Environment of Ministry of Education College of Life Sciences State Key Laboratory of Hydraulics and Mountain River Engineering Sichuan University Chengdu China
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O'Brien SJ. A Beautiful Life: High Risk-High Payoff in Genetic Science. Annu Rev Anim Biosci 2020; 8:1-24. [PMID: 31743063 DOI: 10.1146/annurev-animal-021419-083944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
This narrative is a personal view of adventures in genetic science and society that have blessed my life and career across five decades. The advances I enjoyed and the lessons I learned derive from educational training, substantial collaboration, and growing up in the genomics age. I parse the stories into six research disciplines my students, fellows, and colleagues have entered and, in some cases, made an important difference. The first is comparative genetics, where evolutionary inference is applied to genome organization, from building gene maps in the 1970s to building whole genome sequences today. The second area tracks the progression of molecular evolutionary advances and applications to resolve the hierarchical relationship among living species in the silence of prehistory. The third endeavor outlines the birth and maturation of genetic studies and application to species conservation. The fourth theme discusses how emerging viruses studied in a genomic sense opened our eyes to host-pathogen interaction and interdependence. The fifth research emphasis outlines the population genetic-based search and discovery of human restriction genes that influence the epidemiological outcome of abrupt outbreaks, notably HIV-AIDS and several cancers. Finally, the last arena explored illustrates how genetic individualization in human and animals has improved forensic evidence in capital crimes. Each discipline has intuitive and technological overlaps, and each has benefitted from the contribution of genetic and genomic principles I learned so long ago from Drosophila. The journey continues.
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Affiliation(s)
- Stephen J O'Brien
- Theodosius Dobzhansky Center for Genome Bioinformatics, St. Petersburg State University, St. Petersburg, Russia 199004; .,Guy Harvey Oceanographic Center, Halmos College of Natural Sciences and Oceanography, Nova Southeastern University, Fort Lauderdale, Florida 33004, USA
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Genetic structure of tigers (Panthera tigris tigris) in India and its implications for conservation. Glob Ecol Conserv 2019. [DOI: 10.1016/j.gecco.2019.e00710] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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49
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Geraldes A, Askelson KK, Nikelski E, Doyle FI, Harrower WL, Winker K, Irwin DE. Population genomic analyses reveal a highly differentiated and endangered genetic cluster of northern goshawks ( Accipiter gentilis laingi) in Haida Gwaii. Evol Appl 2019; 12:757-772. [PMID: 30976308 PMCID: PMC6439496 DOI: 10.1111/eva.12754] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2018] [Revised: 12/11/2018] [Accepted: 12/12/2018] [Indexed: 01/10/2023] Open
Abstract
Accurate knowledge of geographic ranges and genetic relationships among populations is important when managing a species or population of conservation concern. Along the western coast of Canada, a subspecies of the northern goshawk (Accipiter gentilis laingi) is legally designated as Threatened. The range and distinctness of this form, in comparison with the broadly distributed North American subspecies (Accipiter gentilis atricapillus), is unclear. Given this morphological uncertainty, we analyzed genomic relationships in thousands of single nucleotide polymorphisms identified using genotyping-by-sequencing of high-quality genetic samples. Results revealed a genetically distinct population of northern goshawks on the archipelago of Haida Gwaii and subtle structuring among other North American sampling regions. We then developed genotyping assays for ten loci that are highly differentiated between the two main genetic clusters, allowing inclusion of hundreds of low-quality samples and confirming that the distinct genetic cluster is restricted to Haida Gwaii. As the laingi form was originally described as being based on Haida Gwaii (where the type specimen is from), further morphological analysis may result in this name being restricted to the Haida Gwaii genetic cluster. Regardless of taxonomic treatment, the distinct Haida Gwaii genetic cluster along with the small and declining population size of the Haida Gwaii population suggests a high risk of extinction of an ecologically and genetically distinct form of northern goshawk. Outside of Haida Gwaii, sampling regions along the coast of BC and southeast Alaska (often considered regions inhabited by laingi) show some subtle differentiation from other North American regions. These results will increase the effectiveness of conservation management of northern goshawks in northwestern North America. More broadly, other conservation-related studies of genetic variation may benefit from the two-step approach we employed that first surveys genomic variation using high-quality samples and then genotypes low-quality samples at particularly informative loci.
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Affiliation(s)
- Armando Geraldes
- Biodiversity Research CentreUniversity of British ColumbiaVancouverBritish ColumbiaCanada
- Department of ZoologyUniversity of British ColumbiaVancouverBritish ColumbiaCanada
| | - Kenneth K. Askelson
- Biodiversity Research CentreUniversity of British ColumbiaVancouverBritish ColumbiaCanada
- Department of ZoologyUniversity of British ColumbiaVancouverBritish ColumbiaCanada
| | - Ellen Nikelski
- Biodiversity Research CentreUniversity of British ColumbiaVancouverBritish ColumbiaCanada
- Department of ZoologyUniversity of British ColumbiaVancouverBritish ColumbiaCanada
| | - Frank I. Doyle
- Wildlife Dynamics ConsultingTerraceBritish ColumbiaCanada
| | - William L. Harrower
- Biodiversity Research CentreUniversity of British ColumbiaVancouverBritish ColumbiaCanada
- Department of ZoologyUniversity of British ColumbiaVancouverBritish ColumbiaCanada
- Department of Forest and Conservation SciencesUniversity of British ColumbiaVancouverBritish ColumbiaCanada
- Department of BiologyUniversity of VictoriaVictoriaBritish ColumbiaCanada
| | | | - Darren E. Irwin
- Biodiversity Research CentreUniversity of British ColumbiaVancouverBritish ColumbiaCanada
- Department of ZoologyUniversity of British ColumbiaVancouverBritish ColumbiaCanada
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