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Abedin I, Mukherjee T, Abedin J, Kim HW, Kundu S. Habitat Loss in the IUCN Extent: Climate Change-Induced Threat on the Red Goral ( Naemorhedus baileyi) in the Temperate Mountains of South Asia. BIOLOGY 2024; 13:667. [PMID: 39336094 PMCID: PMC11428959 DOI: 10.3390/biology13090667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2024] [Revised: 08/24/2024] [Accepted: 08/26/2024] [Indexed: 09/30/2024]
Abstract
Climate change has severely impacted many species, causing rapid declines or extinctions within their essential ecological niches. This deterioration is expected to worsen, particularly in remote high-altitude regions like the Himalayas, which are home to diverse flora and fauna, including many mountainous ungulates. Unfortunately, many of these species lack adaptive strategies to cope with novel climatic conditions. The Red Goral (Naemorhedus baileyi) is a cliff-dwelling species classified as "Vulnerable" by the IUCN due to its small population and restricted range extent. This species has the most restricted range of all goral species, residing in the temperate mountains of northeastern India, northern Myanmar, and China. Given its restricted range and small population, this species is highly threatened by climate change and habitat disruptions, making habitat mapping and modeling crucial for effective conservation. This study employs an ensemble approach (BRT, GLM, MARS, and MaxEnt) in species distribution modeling to assess the distribution, habitat suitability, and connectivity of this species, addressing critical gaps in its understanding. The findings reveal deeply concerning trends, as the model identified only 21,363 km2 (13.01%) of the total IUCN extent as suitable habitat under current conditions. This limited extent is alarming, as it leaves the species with very little refuge to thrive. Furthermore, this situation is compounded by the fact that only around 22.29% of this identified suitable habitat falls within protected areas (PAs), further constraining the species' ability to survive in a protected landscape. The future projections paint even degraded scenarios, with a predicted decline of over 34% and excessive fragmentation in suitable habitat extent. In addition, the present study identifies precipitation seasonality and elevation as the primary contributing predictors to the distribution of this species. Furthermore, the study identifies nine designated transboundary PAs within the IUCN extent of the Red Goral and the connectivity among them to highlight the crucial role in supporting the species' survival over time. Moreover, the Dibang Wildlife Sanctuary (DWLS) and Hkakaborazi National Park are revealed as the PAs with the largest extent of suitable habitat in the present scenario. Furthermore, the highest mean connectivity was found between DWLS and Mehao Wildlife Sanctuary (0.0583), while the lowest connectivity was observed between Kamlang Wildlife Sanctuary and Namdapha National Park (0.0172). The study also suggests strategic management planning that is a vital foundation for future research and conservation initiatives, aiming to ensure the long-term survival of the species in its natural habitat.
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Affiliation(s)
- Imon Abedin
- Agricultural and Ecological Research Unit, Indian Statistical Institute, Kolkata 700108, India; (I.A.); (T.M.)
| | - Tanoy Mukherjee
- Agricultural and Ecological Research Unit, Indian Statistical Institute, Kolkata 700108, India; (I.A.); (T.M.)
| | - Joynal Abedin
- Dibru-Saikhowa Conservation Society, Tinsukia 786147, India;
| | - Hyun-Woo Kim
- Department of Marine Biology, Pukyong National University, Busan 48513, Republic of Korea
- Marine Integrated Biomedical Technology Center, National Key Research Institutes in Universities, Pukyong National University, Busan 48513, Republic of Korea
- Department of Biology, Faculty of Science and Technology, Airlangga University, Surabaya 60115, Indonesia
| | - Shantanu Kundu
- Institute of Fisheries Science, College of Fisheries Science, Pukyong National University, Busan 48513, Republic of Korea
- International Graduate Program of Fisheries Science, Pukyong National University, Busan 48513, Republic of Korea
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2
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Thatukan C, Patta C, Singchat W, Jaito W, Kumnan N, Chalermwong P, Panthum T, Wongloet W, Wattanadilokchatkun P, Thong T, Ahmad SF, Muangmai N, Han K, Koga A, Duengkae P, Patcharakulvorawat R, Srikulnath K. Small but Mighty: Genetic Diversity of the Thai Ridgeback Dog Population. Biochem Genet 2024:10.1007/s10528-024-10858-7. [PMID: 38864964 DOI: 10.1007/s10528-024-10858-7] [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: 12/19/2023] [Accepted: 06/03/2024] [Indexed: 06/13/2024]
Abstract
Originating in Thailand, the Thai Ridgeback dog is known for its unique fur ridge that grows in the opposite direction along its back. Selective breeding and a limited populations in Thailand have led to significant close inbreeding among related individuals. The current Thai Ridgeback population is assumed to have experienced a loss of genetic diversity and bottleneck events. Furthermore, studies on the genetic diversity and structure of Thai Ridgeback dogs are limited. Therefore, the aim of this study was to assess the genetic diversity in Thai Ridgeback dogs. Microsatellite genotyping and mitochondrial DNA D-loop sequences were used to assess genetic diversity in 105 Thai Ridgeback dogs from various farms throughout Thailand. Significant genetic diversity and minimal inbreeding were observed in the current Thai Ridgeback population. Signs of bottlenecks were not observed because the exchange of genetic material among Thai Ridgeback owners effectively preserved the genetic diversity. Moreover, the genetic parameters in this study supported owner-to-owner exchanges animals for mating programs. To sustain the genetic diversity of Thai Ridgeback dogs, the use of genetic parameters to manage genetic closeness while preserving breed characteristics is essential. These data are crucial for ensuring demographic stability, which is pivotal for long-term conservation and effective population management.
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Affiliation(s)
- Chadaphon Thatukan
- Animal Genomics and Bioresources Research Unit (AGB Research Unit), Faculty of Science, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand
- Sciences for Industry, Faculty of Science, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand
- Mind Pets Animal Hospital, 169/10, Khlong Song Ton Nun, Lat Krabang, Bangkok, 10520, Thailand
| | - Chananya Patta
- Animal Genomics and Bioresources Research Unit (AGB Research Unit), Faculty of Science, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand
- Sciences for Industry, Faculty of Science, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand
- Mind Pets Animal Hospital, 169/10, Khlong Song Ton Nun, Lat Krabang, Bangkok, 10520, Thailand
| | - Worapong Singchat
- Animal Genomics and Bioresources Research Unit (AGB Research Unit), Faculty of Science, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand
- Special Research Unit for Wildlife Genomics (SRUWG), Department of Forest Biology, Faculty of Forestry, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand
| | - Wattanawan Jaito
- Animal Genomics and Bioresources Research Unit (AGB Research Unit), Faculty of Science, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand
- Sciences for Industry, Faculty of Science, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand
- Mind Pets Animal Hospital, 169/10, Khlong Song Ton Nun, Lat Krabang, Bangkok, 10520, Thailand
| | - Nichakorn Kumnan
- Animal Genomics and Bioresources Research Unit (AGB Research Unit), Faculty of Science, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand
- Sciences for Industry, Faculty of Science, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand
- Mind Pets Animal Hospital, 169/10, Khlong Song Ton Nun, Lat Krabang, Bangkok, 10520, Thailand
| | - Piangjai Chalermwong
- Animal Genomics and Bioresources Research Unit (AGB Research Unit), Faculty of Science, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand
- Sciences for Industry, Faculty of Science, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand
- Mind Pets Animal Hospital, 169/10, Khlong Song Ton Nun, Lat Krabang, Bangkok, 10520, Thailand
| | - Thitipong Panthum
- Animal Genomics and Bioresources Research Unit (AGB Research Unit), Faculty of Science, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand
- Special Research Unit for Wildlife Genomics (SRUWG), Department of Forest Biology, Faculty of Forestry, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand
| | - Wongsathit Wongloet
- Animal Genomics and Bioresources Research Unit (AGB Research Unit), Faculty of Science, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand
- Special Research Unit for Wildlife Genomics (SRUWG), Department of Forest Biology, Faculty of Forestry, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand
| | - Pish Wattanadilokchatkun
- Animal Genomics and Bioresources Research Unit (AGB Research Unit), Faculty of Science, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand
| | - Thanyapat Thong
- Animal Genomics and Bioresources Research Unit (AGB Research Unit), Faculty of Science, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand
| | - Syed Farhan Ahmad
- Animal Genomics and Bioresources Research Unit (AGB Research Unit), Faculty of Science, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand
- Special Research Unit for Wildlife Genomics (SRUWG), Department of Forest Biology, Faculty of Forestry, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand
| | - Narongrit Muangmai
- Animal Genomics and Bioresources Research Unit (AGB Research Unit), Faculty of Science, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand
- Department of Fishery Biology, Faculty of Fisheries, Kasetsart University, Bangkok, 10900, Thailand
| | - Kyudong Han
- Animal Genomics and Bioresources Research Unit (AGB Research Unit), Faculty of Science, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand
- Department of Microbiology, Dankook University, Cheonan, 31116, Korea
- Bio-Medical Engineering Core Facility Research Center, Dankook University, Cheonan, 31116, Korea
- Smart Animal Bio Institute, Dankook University, Cheonan, 31116, Republic of Korea
| | - Akihiko Koga
- Animal Genomics and Bioresources Research Unit (AGB Research Unit), Faculty of Science, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand
| | - Prateep Duengkae
- Animal Genomics and Bioresources Research Unit (AGB Research Unit), Faculty of Science, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand
- Special Research Unit for Wildlife Genomics (SRUWG), Department of Forest Biology, Faculty of Forestry, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand
| | | | - Kornsorn Srikulnath
- Animal Genomics and Bioresources Research Unit (AGB Research Unit), Faculty of Science, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand.
- Sciences for Industry, Faculty of Science, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand.
- Special Research Unit for Wildlife Genomics (SRUWG), Department of Forest Biology, Faculty of Forestry, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand.
- Department of Genetics, Faculty of Science, Kasetsart University, 50 Ngamwongwan, Chatuchak, Bangkok, 10900, Thailand.
- Center for Advanced Studies in Tropical Natural Resources, National Research University-Kasetsart University, Kasetsart University, Bangkok, 10900, Thailand.
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Luo J, Cai Y, Xie Y, Jin X, Yu J, Xu M, Liu X, Li J. Genetic assessment of eight zoo populations of golden snub-nosed monkey ( Rhinopithecus roxellana) implication to the conservation management of captive populations. Evol Appl 2024; 17:e13726. [PMID: 38832080 PMCID: PMC11146145 DOI: 10.1111/eva.13726] [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: 09/05/2023] [Revised: 03/06/2024] [Accepted: 05/17/2024] [Indexed: 06/05/2024] Open
Abstract
Captive breeding programs play an important role in preserving the genetic diversity of endangered species. It is of utmost importance to conduct genetic assessment for captive populations in order to develop scientific breeding plans and conservation management strategies. Here, we genotyped 10 microsatellite loci and sequenced 368 bp of mitochondrial DNA control region for the golden snub-nosed monkey (Rhinopithecus roxellana) from eight captive populations in China, and compared the genetic indices of captive populations with a wild population. Meanwhile, we performed paternity tests to verify the genealogical records and established genetic lineages. A total of 157 individuals were identified from 161 fecal samples, including 135 captive individuals (approximately 25% of captive individuals in China). Microsatellite analysis showed that the nine populations had moderate levels of genetic diversity, with polymorphism information content (PIC) ranging from 0.43 to 0.542; the genetic diversity of captive populations (average PIC: 0.503) was slightly higher than that of the wild population (PIC: 0.438). The Structure analysis indicated that individuals of the eight captive populations contained two different genetic components. We conducted either single-blind or double-blind paternity testing on 40 offspring of captive individuals and found that five offspring from two zoos (Nanjing Hongshan Forest Zoo and Shanghai Wild Animal Park) showed discrepant kinships from their pedigree records, probably due to the inaccuracies in pedigree records. By constructing genetic pedigrees, inbred offspring were found in Beijing Zoo, Shanghai Zoo, Hangzhou Zoo, and Chengdu Zoo. Analysis based on mitochondrial DNA showed a high level of genetic diversity in the eight captive populations (mean nucleotide diversity: 0.047). However, no nucleotide diversity was found in the wild population. This study conducted a genetic survey for captive golden snub-nosed monkeys and will significantly benefit the genetic conservation management for captive populations in the future.
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Affiliation(s)
- Jinxia Luo
- Key Laboratory of Bio‐Resources and Eco‐Environment (Ministry of Education), College of Life SciencesSichuan UniversityChengduChina
| | - Yansen Cai
- Key Laboratory of Bio‐Resources and Eco‐Environment (Ministry of Education), College of Life SciencesSichuan UniversityChengduChina
- Department of Cell Biology and Genetic, School of Basic Medical SciencesSouthwest Medical UniversityLuzhouChina
| | - Yuchen Xie
- Key Laboratory of Bio‐Resources and Eco‐Environment (Ministry of Education), College of Life SciencesSichuan UniversityChengduChina
| | - Xianlin Jin
- Key Laboratory of Bio‐Resources and Eco‐Environment (Ministry of Education), College of Life SciencesSichuan UniversityChengduChina
| | - Jianqiu Yu
- Chengdu Zoo, Chengdu Research Institute of WildlifeChengduChina
| | - Mei Xu
- Chengdu Zoo, Chengdu Research Institute of WildlifeChengduChina
| | - Xuanzhen Liu
- Chengdu Zoo, Chengdu Research Institute of WildlifeChengduChina
| | - Jing Li
- Key Laboratory of Bio‐Resources and Eco‐Environment (Ministry of Education), College of Life SciencesSichuan UniversityChengduChina
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Wangmo LK, Jabin G, Ghosh A, Priyambada P, Dalui S, Joshi BD, Singh VK, Dolker S, Mohapatra RK, Nair MV, Sharma LK, Thakur M. Genetic assessment of captive breeding program of Indian Pangolin: implications for conservation and management. Mol Biol Rep 2024; 51:136. [PMID: 38236328 DOI: 10.1007/s11033-023-09090-0] [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: 07/20/2023] [Accepted: 11/30/2023] [Indexed: 01/19/2024]
Abstract
BACKGROUND Captive breeding programs play a vital role in conservation of threatened species, necessitating an understanding of genetic diversity among captive individuals to ensure long-term genetic viability, appropriate mate selection, and successful reintroduction to native habitats. METHODS AND RESULTS We did not observe any recent genetic bottleneck, and population showed moderate genetic diversity. The estimated effective population size, representing individuals capable of contributing genetically to future generations, was estimated as 18.6 individuals (11.4-35.1 at 95% CI). Based on the genetic make-up and allelic diversity, we found seventeen pangolins (11 females and 6 males) were genetically unrelated and relatively more potent than others. CONCLUSION In this study, we evaluated the captive breeding program of the Indian pangolin population at the Pangolin Conservation Breeding Centre in Nandankanan Zoological Park, Bhubaneswar, Odisha. We highlight the significance of genetic monitoring within the captive population of Indian pangolin for preserving genetic diversity and ensuring the long-term survival of the species. We established the genetic profiles of all 29 pangolins and identified 17 pangolins to be prioritized for enhanced breeding and future zoo exchange programs. We appreciate the zoo authorities for promoting genetic assessment of pangolin for better and more effective monitoring of the captive breeding of the endangered Indian pangolin.
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Affiliation(s)
- Lenrik Konchok Wangmo
- Zoological Survey of India, M-Block, New Alipore, Kolkata, West Bengal, 700053, India
- University of Calcutta, Ballygunge, Kolkata, West Bengal, 700019, India
| | - Gul Jabin
- Zoological Survey of India, M-Block, New Alipore, Kolkata, West Bengal, 700053, India
- University of Calcutta, Ballygunge, Kolkata, West Bengal, 700019, India
| | - Avijit Ghosh
- Zoological Survey of India, M-Block, New Alipore, Kolkata, West Bengal, 700053, India
- University of Calcutta, Ballygunge, Kolkata, West Bengal, 700019, India
| | - Prajnashree Priyambada
- Zoological Survey of India, M-Block, New Alipore, Kolkata, West Bengal, 700053, India
- University of Calcutta, Ballygunge, Kolkata, West Bengal, 700019, India
| | - Supriyo Dalui
- Zoological Survey of India, M-Block, New Alipore, Kolkata, West Bengal, 700053, India
- University of Calcutta, Ballygunge, Kolkata, West Bengal, 700019, India
| | - Bheem Dutt Joshi
- Zoological Survey of India, M-Block, New Alipore, Kolkata, West Bengal, 700053, India
| | - Vinaya Kumar Singh
- Zoological Survey of India, M-Block, New Alipore, Kolkata, West Bengal, 700053, India
| | - Stanzin Dolker
- Zoological Survey of India, M-Block, New Alipore, Kolkata, West Bengal, 700053, India
- University of Calcutta, Ballygunge, Kolkata, West Bengal, 700019, India
| | | | - Manoj V Nair
- Nandankanan Zoological Park, Bhubaneswar, Odisha, 754005, India
| | - Lalit Kumar Sharma
- Zoological Survey of India, M-Block, New Alipore, Kolkata, West Bengal, 700053, India
| | - Mukesh Thakur
- Zoological Survey of India, M-Block, New Alipore, Kolkata, West Bengal, 700053, India.
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Liang HM, Yang KT, Cheng YT, Chang SC, Lin CY, Tsai MY, Lin DY, Hung KH. Genetic Diversity and Population Structure in Captive Populations of Formosan Sambar Deer ( Rusa unicolor swinhoei). Animals (Basel) 2023; 13:3106. [PMID: 37835712 PMCID: PMC10571969 DOI: 10.3390/ani13193106] [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: 08/30/2023] [Revised: 10/01/2023] [Accepted: 10/03/2023] [Indexed: 10/15/2023] Open
Abstract
Formosan sambar deer (Rusa unicolor swinhoei) are of great economic significance in Taiwan, resulting in a substantial increase in deer farming to meet the high demand for velvet antlers. Inbreeding depression and reduced genetic variability can lead to the deterioration of captive populations. In this study, 239 Formosan sambar deer were genotyped using 13 microsatellites to analyze their genetic diversity and population genetic structure. Our results indicate a high-resolution power of these microsatellites in individual discrimination and parentage analysis. However, captive populations exhibit a low level of genetic diversity, likely because of inbreeding and bottleneck effects. Both principal coordinate analysis (PCoA) and STRUCTURE analyses revealed two distinct and segregated genetic groups within the captive populations and indicated no clear population genetic structure among the captive populations. Introducing new genetic material from the wild through translocation offers a potential solution for mitigating the impact of inbreeding and enhancing genetic diversity. The comprehensive information obtained from these genetic analyses is crucial for the development of effective breeding strategies aimed at preserving and enhancing Formosan sambar deer populations.
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Affiliation(s)
- Hsiao-Mei Liang
- Southern Region Branch, Livestock Research Institute, Ministry of Agriculture, Pingtung 912013, Taiwan; (H.-M.L.); (S.-C.C.)
| | - Kuo-Tai Yang
- Department of Animal Science, National Pingtung University of Science and Technology, Pingtung 912301, Taiwan;
| | - Yu-Tzu Cheng
- Department of Forestry, Pingtung University of Science and Technology, Pingtung 912301, Taiwan;
| | - Shen-Chang Chang
- Southern Region Branch, Livestock Research Institute, Ministry of Agriculture, Pingtung 912013, Taiwan; (H.-M.L.); (S.-C.C.)
| | - Cheng-Yung Lin
- Livestock Management Division, Livestock Research Institute, Ministry of Agriculture, Tainan 71246, Taiwan; (C.-Y.L.); (M.-Y.T.)
| | - Ming-Yang Tsai
- Livestock Management Division, Livestock Research Institute, Ministry of Agriculture, Tainan 71246, Taiwan; (C.-Y.L.); (M.-Y.T.)
| | - Der-Yuh Lin
- Genetics and Physiology Division, Livestock Research Institute, Ministry of Agriculture, Tainan 71246, Taiwan;
| | - Kuo-Hsiang Hung
- Graduate Institute of Bioresources, National Pingtung University of Science and Technology, Pingtung 912301, Taiwan
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Hrabina P, Pernerová L, Suchomel J, Robovský J. Utility of cytochrome c oxidase I for the deciphering of unstable phylogeny and taxonomy of gorals, genus Nemorhaedus Hamilton Smith, 1827 (Bovidae, Ovibovina). Zookeys 2023; 1181:81-110. [PMID: 38313159 PMCID: PMC10838175 DOI: 10.3897/zookeys.1181.108019] [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: 06/14/2023] [Accepted: 09/04/2023] [Indexed: 02/06/2024] Open
Abstract
Gorals represent ungulate mammals of the Palearctic and Indo-Malayan realms that face habitat destruction and intense hunting pressure. Their classification has been the subject of various (mainly genetic) assessments in the last decade, but some results are conflicting, hampering some conservation-based decisions. Genetic sampling of gorals has increased considerably in recent years, at least for mitochondrial (mt) DNA. Results based on two mt genes (cytochrome b and the D-loop) are currently available. Still, the utility of cytochrome oxidase subunit I remains unanalysed, even though it belongs among the gene markers that enable a correct species identification in mammals. This study examines phylogenetic relationships and species delimitation in gorals using all currently available cytochrome oxidase subunit I sequences, including the not yet analysed goral population from Pakistan. Our results of various phylogenetic approaches, such as maximum parsimony, likelihood and Bayesian inference, and exploration of species boundaries via species delimitation support the validity of six species of goral, namely N.baileyi, N.caudatus, N.cranbrooki, N.evansi, N.goral, and N.griseus. This result accords well with results based on other mt genes, especially the cytochrome b from the highly exhaustive data sampling. Our study also summarises common sources of errors in the assessment of goral phylogeny and taxonomy and highlights future priorities in understanding goral diversification.
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Affiliation(s)
- Petr Hrabina
- Department of Zoology, Fisheries, Hydrobiology and Apiculture, Mendel University in Brno, Zemědělská 1, Brno, 61300, Czech Republic Mendel University in Brno Brno Czech Republic
| | - Ludmila Pernerová
- Department of Zoology, Faculty of Science, University of South Bohemia, Branišovská 1760, České Budějovice, 37005, Czech Republic University of South Bohemia České Budějovice Czech Republic
| | - Josef Suchomel
- Department of Zoology, Fisheries, Hydrobiology and Apiculture, Mendel University in Brno, Zemědělská 1, Brno, 61300, Czech Republic Mendel University in Brno Brno Czech Republic
| | - Jan Robovský
- Department of Zoology, Faculty of Science, University of South Bohemia, Branišovská 1760, České Budějovice, 37005, Czech Republic University of South Bohemia České Budějovice Czech Republic
- Liberec Zoo, Lidové sady 425/1, Liberec, 46001, Czech Republic Liberec Zoo Liberec Czech Republic
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7
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Rasoarahona R, Wattanadilokchatkun P, Panthum T, Thong T, Singchat W, Ahmad SF, Chaiyes A, Han K, Kraichak E, Muangmai N, Koga A, Duengkae P, Antunes A, Srikulnath K. Optimizing Microsatellite Marker Panels for Genetic Diversity and Population Genetic Studies: An Ant Colony Algorithm Approach with Polymorphic Information Content. BIOLOGY 2023; 12:1280. [PMID: 37886990 PMCID: PMC10604496 DOI: 10.3390/biology12101280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/19/2023] [Revised: 09/22/2023] [Accepted: 09/23/2023] [Indexed: 10/28/2023]
Abstract
Microsatellites are polymorphic and cost-effective. Optimizing reduced microsatellite panels using heuristic algorithms eases budget constraints in genetic diversity and population genetic assessments. Microsatellite marker efficiency is strongly associated with its polymorphism and is quantified as the polymorphic information content (PIC). Nevertheless, marker selection cannot rely solely on PIC. In this study, the ant colony optimization (ACO) algorithm, a widely recognized optimization method, was adopted to create an enhanced selection scheme for refining microsatellite marker panels, called the PIC-ACO selection scheme. The algorithm was fine-tuned and validated using extensive datasets of chicken (Gallus gallus) and Chinese gorals (Naemorhedus griseus) from our previous studies. In contrast to basic optimization algorithms that stochastically initialize potential outputs, our selection algorithm utilizes the PIC values of markers to prime the ACO process. This increases the global solution discovery speed while reducing the likelihood of becoming trapped in local solutions. This process facilitated the acquisition of a cost-efficient and optimized microsatellite marker panel for studying genetic diversity and population genetic datasets. The established microsatellite efficiency metrics such as PIC, allele richness, and heterozygosity were correlated with the actual effectiveness of the microsatellite marker panel. This approach could substantially reduce budgetary barriers to population genetic assessments, breeding, and conservation programs.
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Affiliation(s)
- Ryan Rasoarahona
- Animal Genomics and Bioresource Research Unit, Faculty of Science, Kasetsart University, 50 Ngamwongwan, Bangkok 10900, Thailand; (R.R.); (P.W.); (T.P.); (T.T.); (W.S.); (S.F.A.); (K.H.); (E.K.); (N.M.); (A.K.); (P.D.)
- Sciences for Industry, Faculty of Science, Kasetsart University, 50 Ngamwongwan, Bangkok 10900, Thailand
| | - Pish Wattanadilokchatkun
- Animal Genomics and Bioresource Research Unit, Faculty of Science, Kasetsart University, 50 Ngamwongwan, Bangkok 10900, Thailand; (R.R.); (P.W.); (T.P.); (T.T.); (W.S.); (S.F.A.); (K.H.); (E.K.); (N.M.); (A.K.); (P.D.)
| | - Thitipong Panthum
- Animal Genomics and Bioresource Research Unit, Faculty of Science, Kasetsart University, 50 Ngamwongwan, Bangkok 10900, Thailand; (R.R.); (P.W.); (T.P.); (T.T.); (W.S.); (S.F.A.); (K.H.); (E.K.); (N.M.); (A.K.); (P.D.)
- Special Research Unit for Wildlife Genomics, Department of Forest Biology, Faculty of Forestry, Kasetsart University, 50 Ngamwongwan, Bangkok 10900, Thailand
| | - Thanyapat Thong
- Animal Genomics and Bioresource Research Unit, Faculty of Science, Kasetsart University, 50 Ngamwongwan, Bangkok 10900, Thailand; (R.R.); (P.W.); (T.P.); (T.T.); (W.S.); (S.F.A.); (K.H.); (E.K.); (N.M.); (A.K.); (P.D.)
| | - Worapong Singchat
- Animal Genomics and Bioresource Research Unit, Faculty of Science, Kasetsart University, 50 Ngamwongwan, Bangkok 10900, Thailand; (R.R.); (P.W.); (T.P.); (T.T.); (W.S.); (S.F.A.); (K.H.); (E.K.); (N.M.); (A.K.); (P.D.)
- Special Research Unit for Wildlife Genomics, Department of Forest Biology, Faculty of Forestry, Kasetsart University, 50 Ngamwongwan, Bangkok 10900, Thailand
| | - Syed Farhan Ahmad
- Animal Genomics and Bioresource Research Unit, Faculty of Science, Kasetsart University, 50 Ngamwongwan, Bangkok 10900, Thailand; (R.R.); (P.W.); (T.P.); (T.T.); (W.S.); (S.F.A.); (K.H.); (E.K.); (N.M.); (A.K.); (P.D.)
- Special Research Unit for Wildlife Genomics, Department of Forest Biology, Faculty of Forestry, Kasetsart University, 50 Ngamwongwan, Bangkok 10900, Thailand
| | - Aingorn Chaiyes
- School of Agriculture and Cooperatives, Sukhothai Thammathirat Open University, Pakkret Nonthaburi 11120, Thailand;
| | - Kyudong Han
- Animal Genomics and Bioresource Research Unit, Faculty of Science, Kasetsart University, 50 Ngamwongwan, Bangkok 10900, Thailand; (R.R.); (P.W.); (T.P.); (T.T.); (W.S.); (S.F.A.); (K.H.); (E.K.); (N.M.); (A.K.); (P.D.)
- Department of Microbiology, College of Science & Technology, Dankook University, Cheonan 31116, Republic of Korea
- Center for Bio-Medical Engineering Core Facility, Dankook University, Cheonan 31116, Republic of Korea
| | - Ekaphan Kraichak
- Animal Genomics and Bioresource Research Unit, Faculty of Science, Kasetsart University, 50 Ngamwongwan, Bangkok 10900, Thailand; (R.R.); (P.W.); (T.P.); (T.T.); (W.S.); (S.F.A.); (K.H.); (E.K.); (N.M.); (A.K.); (P.D.)
- Department of Botany, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand
| | - Narongrit Muangmai
- Animal Genomics and Bioresource Research Unit, Faculty of Science, Kasetsart University, 50 Ngamwongwan, Bangkok 10900, Thailand; (R.R.); (P.W.); (T.P.); (T.T.); (W.S.); (S.F.A.); (K.H.); (E.K.); (N.M.); (A.K.); (P.D.)
- Department of Fishery Biology, Faculty of Fisheries, Kasetsart University, Bangkok 10900, Thailand
| | - Akihiko Koga
- Animal Genomics and Bioresource Research Unit, Faculty of Science, Kasetsart University, 50 Ngamwongwan, Bangkok 10900, Thailand; (R.R.); (P.W.); (T.P.); (T.T.); (W.S.); (S.F.A.); (K.H.); (E.K.); (N.M.); (A.K.); (P.D.)
| | - Prateep Duengkae
- Animal Genomics and Bioresource Research Unit, Faculty of Science, Kasetsart University, 50 Ngamwongwan, Bangkok 10900, Thailand; (R.R.); (P.W.); (T.P.); (T.T.); (W.S.); (S.F.A.); (K.H.); (E.K.); (N.M.); (A.K.); (P.D.)
- Special Research Unit for Wildlife Genomics, Department of Forest Biology, Faculty of Forestry, Kasetsart University, 50 Ngamwongwan, Bangkok 10900, Thailand
| | - Agostinho Antunes
- Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Terminal de Cruzeiros do Porto de Leixões, Av. General Norton de Matos, s/n, 4450-208 Porto, Portugal;
- Department of Biology, Faculty of Sciences, University of Porto, Rua do Campo Alegre, s/n, 4169-007 Porto, Portugal
| | - Kornsorn Srikulnath
- Animal Genomics and Bioresource Research Unit, Faculty of Science, Kasetsart University, 50 Ngamwongwan, Bangkok 10900, Thailand; (R.R.); (P.W.); (T.P.); (T.T.); (W.S.); (S.F.A.); (K.H.); (E.K.); (N.M.); (A.K.); (P.D.)
- Sciences for Industry, Faculty of Science, Kasetsart University, 50 Ngamwongwan, Bangkok 10900, Thailand
- Special Research Unit for Wildlife Genomics, Department of Forest Biology, Faculty of Forestry, Kasetsart University, 50 Ngamwongwan, Bangkok 10900, Thailand
- Center for Advanced Studies in Tropical Natural Resources, National Research University, Bangkok 10900, Thailand
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8
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Isarankura Na Ayudhya J, Merceron G, Wannaprasert T, Jaeger JJ, Chaimanee Y, Shoocongdej R, Suraprasit K. Dental mesowear and microwear for the dietary reconstruction of Quaternary Southeast Asian serows and gorals. Front Ecol Evol 2022. [DOI: 10.3389/fevo.2022.1000168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Serows and gorals (Bovidae, Caprinae) are emblematic antelopes distributed in Southeast Asia. They all are nearly threaten or vulnerable species nowadays despite having a more widespread distribution during the Pleistocene. Fossils of three native caprine species, i.e., a Sumatran serow Capricornis sumatraensis, Chinese goral Naemorhedus griseus, and Himalayan goral Naemorhedus goral, were recovered from four Pleistocene paleontological and archeological sites in Thailand, namely Pha Bong, Khok Sung, Tham Wiman Nakin, and Tham Lod Rockshelter. To investigate dietary changes of these Southeast Asian serows and gorals through the Quaternary, differences in feeding habits and habitat preferences between the Pleistocene and extant populations were examined using the hypsodonty index (HI) together with the mesowear II method and the dental microwear texture analysis (DMTA). The HI and mesowear-II results showed that Pleistocene and extant caprines were mixed feeders. For the Pleistocene caprine populations, the DMTA results suggested more browsing signals for C. sumatraensis than both Naemorhedus species that were mixed feeders similar to their extant populations. The DMTA demonstrated a considerable dietary overlap among the Pleistocene sympatric caprine populations. The dental microwear results also revealed that the extant C. sumatraensis is a leaf-dominant browser, while the extant N. griseus possibly feeds on seeds or tough food items. These data combined with previous stable carbon isotope analyses reinforce the idea that the restricted ranges of habitats for these extant serow and goral populations have possibly been driven by the Holocene climatic and environmental changes as well as the negative effects of human activities.
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9
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Red Junglefowl Resource Management Guide: Bioresource Reintroduction for Sustainable Food Security in Thailand. SUSTAINABILITY 2022. [DOI: 10.3390/su14137895] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
The domestication of wild animals represents a major milestone for human civilization. Chicken is the largest domesticated livestock species and used for both eggs and meat. Chicken originate from the red junglefowl (Gallus gallus). Its adaptability to diverse environments and ease of selective breeding provides a unique genetic resource to address the challenges of food security in a world impacted by climatic change and human population growth. Habitat loss has caused population declines of red junglefowl in Thailand. However, genetic diversity is likely to remain in captive stocks. We determine the genetic diversity using microsatellite genotyping and the mitochondrial D-loop sequencing of wild red junglefowl. We identified potential distribution areas in Thailand using maximum entropy models. Protected areas in the central and upper southern regions of Thailand are highly suitable habitats. The Bayesian clustering analysis of the microsatellite markers revealed high genetic diversity in red junglefowl populations in Thailand. Our model predicted that forest ranges are a highly suitable habitat that has enabled the persistence of a large gene pool with a nationwide natural distribution. Understanding the red junglefowl allows us to implement improved resource management, species reintroduction, and sustainable development to support food security objectives for local people.
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10
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Genetic monitoring of Himalayan goral (Naemorhedus goral) from Western Himalayas, India. Mol Biol Rep 2021; 48:7609-7615. [PMID: 34599485 DOI: 10.1007/s11033-021-06716-z] [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] [Received: 07/15/2021] [Accepted: 09/27/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Himalayan goral (Naemorhedus goral), solitary cliff-dwelling species and are distributed throughout the Indian Himalayan region. Its populations across the range are facing severe threats due to habitat loss, fragmentation and changes in the land-use patterns by various anthropogenic activities. METHODS AND RESULTS We carried out genetic analyses of Himalayan goral using the mitochondrial control regions and microsatellite loci (n = 10) in the Uttarkashi district of Uttarakhand. We reported a moderate genetic diversity at nuclear (Ho 0.602 ± 0.057) and mitochondrial markers (Hd-0.6931 ± 0.053; π-0.0048 ± 001). Bayesian skyline plot indicates a sharp decline in the goral population in the last 100 years. CONCLUSIONS Our results indicate the population of Himalayan goral in Uttarkashi is under panmictic condition, plausibly due to long-ranging behaviour. The present study laid the foundation for future non-invasive genetics monitoring and detailed population genetic assessment of goral from the entire range in the Western Himalayas.
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11
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Thintip J, Singchat W, Ahmad SF, Ariyaraphong N, Muangmai N, Chamchumroon W, Pitiwong K, Suksavate W, Duangjai S, Duengkae P, Srikulnath K. Reduced genetic variability in a captive-bred population of the endangered Hume's pheasant (Syrmaticus humiae, Hume 1881) revealed by microsatellite genotyping and D-loop sequencing. PLoS One 2021; 16:e0256573. [PMID: 34449789 PMCID: PMC8396778 DOI: 10.1371/journal.pone.0256573] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Accepted: 08/09/2021] [Indexed: 11/18/2022] Open
Abstract
Captive breeding programs are crucial to ensure the survival of endangered species and ultimately to reintroduce individuals into the wild. However, captive-bred populations can also deteriorate due to inbreeding depression and reduction of genetic variability. We genotyped a captive population of 82 individuals of the endangered Hume's pheasant (Syrmaticus humiae, Hume 1881) at the Doi Tung Wildlife Breeding Center to assess the genetic consequences associated with captive breeding. Analysis of microsatellite loci and mitochondrial D-loop sequences reveal significantly reduced genetic differentiation and a shallow population structure. Despite the low genetic variability, no bottleneck was observed but 12 microsatellite loci were informative in reflecting probable inbreeding. These findings provide a valuable source of knowledge to maximize genetic variability and enhance the success of future conservation plans for captive and wild populations of Hume's pheasant.
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Affiliation(s)
- Jitmat Thintip
- Faculty of Forestry, Department of Forest Biology, Special Research Unit for Wildlife Genomics (SRUWG), Kasetsart University, Bangkok, Thailand
- Faculty of Science, Laboratory of Animal Cytogenetics and Comparative Genomics (ACCG), Department of Genetics, Kasetsart University, Bangkok, Thailand
| | - Worapong Singchat
- Faculty of Forestry, Department of Forest Biology, Special Research Unit for Wildlife Genomics (SRUWG), Kasetsart University, Bangkok, Thailand
- Faculty of Science, Laboratory of Animal Cytogenetics and Comparative Genomics (ACCG), Department of Genetics, Kasetsart University, Bangkok, Thailand
- Faculty of Science, Animal Genomics and Bioresource Research Center (AGB), Kasetsart University, Bangkok, Thailand
| | - Syed Farhan Ahmad
- Faculty of Forestry, Department of Forest Biology, Special Research Unit for Wildlife Genomics (SRUWG), Kasetsart University, Bangkok, Thailand
- Faculty of Science, Laboratory of Animal Cytogenetics and Comparative Genomics (ACCG), Department of Genetics, Kasetsart University, Bangkok, Thailand
- Faculty of Science, Animal Genomics and Bioresource Research Center (AGB), Kasetsart University, Bangkok, Thailand
| | - Nattakan Ariyaraphong
- Faculty of Forestry, Department of Forest Biology, Special Research Unit for Wildlife Genomics (SRUWG), Kasetsart University, Bangkok, Thailand
- Faculty of Science, Laboratory of Animal Cytogenetics and Comparative Genomics (ACCG), Department of Genetics, Kasetsart University, Bangkok, Thailand
- Faculty of Science, Animal Genomics and Bioresource Research Center (AGB), Kasetsart University, Bangkok, Thailand
| | - Narongrit Muangmai
- Faculty of Science, Animal Genomics and Bioresource Research Center (AGB), Kasetsart University, Bangkok, Thailand
- Faculty of Fisheries, Department of Fishery Biology, Kasetsart University, Bangkok, Thailand
| | - Wiyada Chamchumroon
- Department of National Park, Wildlife and Plant Conservation, Ministry of Natural Resources and Environment, Bangkok, Thailand
| | - Klinsak Pitiwong
- Department of National Park, Wildlife and Plant Conservation, Ministry of Natural Resources and Environment, Bangkok, Thailand
| | - Warong Suksavate
- Faculty of Forestry, Department of Forest Biology, Special Research Unit for Wildlife Genomics (SRUWG), Kasetsart University, Bangkok, Thailand
| | - Sutee Duangjai
- Faculty of Forestry, Department of Forest Biology, Special Research Unit for Wildlife Genomics (SRUWG), Kasetsart University, Bangkok, Thailand
| | - Prateep Duengkae
- Faculty of Forestry, Department of Forest Biology, Special Research Unit for Wildlife Genomics (SRUWG), Kasetsart University, Bangkok, Thailand
- Faculty of Science, Animal Genomics and Bioresource Research Center (AGB), Kasetsart University, Bangkok, Thailand
| | - Kornsorn Srikulnath
- Faculty of Forestry, Department of Forest Biology, Special Research Unit for Wildlife Genomics (SRUWG), Kasetsart University, Bangkok, Thailand
- Faculty of Science, Laboratory of Animal Cytogenetics and Comparative Genomics (ACCG), Department of Genetics, Kasetsart University, Bangkok, Thailand
- Faculty of Science, Animal Genomics and Bioresource Research Center (AGB), Kasetsart University, Bangkok, Thailand
- Center of Excellence on Agricultural Biotechnology (AG-BIO/PERDO-CHE), Bangkok, Thailand
- Amphibian Research Center, Hiroshima University, Higashihiroshima, Japan
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12
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Ariyaraphong N, Pansrikaew T, Jangtarwan K, Thintip J, Singchat W, Laopichienpong N, Pongsanarm T, Panthum T, Suntronpong A, Ahmad SF, Muangmai N, Kongphoemph A, Wongsodchuen A, Intapan S, Chamchumroon W, Safoowong M, Duengkae P, Srikulnath K. Introduction of wild Chinese gorals into a captive population requires careful genetic breeding plan monitoring for successful long-term conservation. Glob Ecol Conserv 2021. [DOI: 10.1016/j.gecco.2021.e01675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022] Open
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13
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Wongtienchai P, Lapbenjakul S, Jangtarwan K, Areesirisuk P, Mahaprom R, Subpayakom N, Singchat W, Sillapaprayoon S, Muangmai N, Songchan R, Baicharoen S, Duengkae P, Peyachoknagul S, Srikulnath K. Genetic management of a water monitor lizard (
Varanus salvator macromaculatus
) population at Bang Kachao Peninsula as a consequence of urbanization with Varanus Farm Kamphaeng Saen as the first captive research establishment. J ZOOL SYST EVOL RES 2020. [DOI: 10.1111/jzs.12436] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- Parinya Wongtienchai
- Laboratory of Animal Cytogenetics and Comparative Genomics (ACCG) Department of Genetics Faculty of Science Kasetsart University Bangkok Thailand
| | - Sorravis Lapbenjakul
- Laboratory of Animal Cytogenetics and Comparative Genomics (ACCG) Department of Genetics Faculty of Science Kasetsart University Bangkok Thailand
| | - Kornsuang Jangtarwan
- Laboratory of Animal Cytogenetics and Comparative Genomics (ACCG) Department of Genetics Faculty of Science Kasetsart University Bangkok Thailand
- Special Research Unit for Wildlife Genomics (SRUWG) Department of Forest Biology Faculty of Forestry Kasetsart University Bangkok Thailand
| | - Prapatsorn Areesirisuk
- Laboratory of Animal Cytogenetics and Comparative Genomics (ACCG) Department of Genetics Faculty of Science Kasetsart University Bangkok Thailand
| | - Rujira Mahaprom
- Bureau of Conservation and Research Zoological Park Organization under the Royal Patronage of His Majesty the King Bangkok Thailand
| | - Navapong Subpayakom
- Laboratory of Animal Cytogenetics and Comparative Genomics (ACCG) Department of Genetics Faculty of Science Kasetsart University Bangkok Thailand
- Special Research Unit for Wildlife Genomics (SRUWG) Department of Forest Biology Faculty of Forestry Kasetsart University Bangkok Thailand
| | - Worapong Singchat
- Laboratory of Animal Cytogenetics and Comparative Genomics (ACCG) Department of Genetics Faculty of Science Kasetsart University Bangkok Thailand
- Special Research Unit for Wildlife Genomics (SRUWG) Department of Forest Biology Faculty of Forestry Kasetsart University Bangkok Thailand
| | - Siwapech Sillapaprayoon
- Laboratory of Animal Cytogenetics and Comparative Genomics (ACCG) Department of Genetics Faculty of Science Kasetsart University Bangkok Thailand
- Special Research Unit for Wildlife Genomics (SRUWG) Department of Forest Biology Faculty of Forestry Kasetsart University Bangkok Thailand
| | - Narongrit Muangmai
- Department of Fishery Biology Faculty of Fisheries Kasetsart University Bangkok Thailand
| | - Ruthairat Songchan
- Wildlife Research Division National Park, Wildlife and Plant Conservation Department Bangkok Thailand
| | - Sudarath Baicharoen
- Bureau of Conservation and Research Zoological Park Organization under the Royal Patronage of His Majesty the King Bangkok Thailand
| | - Prateep Duengkae
- Special Research Unit for Wildlife Genomics (SRUWG) Department of Forest Biology Faculty of Forestry Kasetsart University Bangkok Thailand
- Center for Advanced Studies in Tropical Natural Resources National Research University‐Kasetsart University (CASTNAR, NRU‐KU) Kasetsart University Bangkok Thailand
| | - Surin Peyachoknagul
- Laboratory of Animal Cytogenetics and Comparative Genomics (ACCG) Department of Genetics Faculty of Science Kasetsart University Bangkok Thailand
| | - Kornsorn Srikulnath
- Laboratory of Animal Cytogenetics and Comparative Genomics (ACCG) Department of Genetics Faculty of Science Kasetsart University Bangkok Thailand
- Special Research Unit for Wildlife Genomics (SRUWG) Department of Forest Biology Faculty of Forestry Kasetsart University Bangkok Thailand
- Center for Advanced Studies in Tropical Natural Resources National Research University‐Kasetsart University (CASTNAR, NRU‐KU) Kasetsart University Bangkok Thailand
- Center of Excellence on Agricultural Biotechnology: (AG‐BIO/PERDO‐CHE) Bangkok Thailand
- Amphibian Research Center Hiroshima University Higashihiroshima Japan
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