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Srivathsa A, Ramachandran V, Saravanan P, Sureshbabu A, Ganguly D, Ramakrishnan U. Topcats and underdogs: intraguild interactions among three apex carnivores across Asia's forestscapes. Biol Rev Camb Philos Soc 2023; 98:2114-2135. [PMID: 37449566 DOI: 10.1111/brv.12998] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 06/26/2023] [Accepted: 07/04/2023] [Indexed: 07/18/2023]
Abstract
Intraguild interactions among carnivores have long held the fascination of ecologists. Ranging from competition to facilitation and coexistence, these interactions and their complex interplay influence everything from species persistence to ecosystem functioning. Yet, the patterns and pathways of such interactions are far from understood in tropical forest systems, particularly across countries in the Global South. Here, we examined the determinants and consequences of competitive interactions between dholes Cuon alpinus and the two large felids (leopards Panthera pardus and tigers Panthera tigris) with which they most commonly co-occur across Asia. Using a combination of traditional and novel data sources (N = 118), we integrate information from spatial, temporal, and dietary niche dimensions. These three species have faced catastrophic declines in their extent of co-occurrence over the past century; most of their source populations are now confined to Protected Areas. Analysis of dyadic interactions between species pairs showed a clear social hierarchy. Tigers were dominant over dholes, although pack strength in dholes helped ameliorate some of these effects; leopards were subordinate to dholes. Population-level spatio-temporal interactions assessed at 25 locations across Asia did not show a clear pattern of overlap or avoidance between species pairs. Diet-profile assessments indicated that wild ungulate biomass consumption by tigers was highest, while leopards consumed more primate and livestock prey as compared to their co-predators. In terms of prey offtake (ratio of wild prey biomass consumed to biomass available), the three species together harvested 0.4-30.2% of available prey, with the highest offtake recorded from the location where the carnivores reach very high densities. When re-examined in the context of prey availability and offtake, locations with low wild prey availability showed spatial avoidance and temporal overlap among the carnivore pairs, and locations with high wild prey availability showed spatial overlap and temporal segregation. Based on these observations, we make predictions for 40 Protected Areas in India where temporally synchronous estimates of predator and prey densities are available. We expect that low prey availability will lead to higher competition, and in extreme cases, to the complete exclusion of one or more species. In Protected Areas with high prey availability, we expect intraguild coexistence and conspecific competition among carnivores, with spill-over to forest-edge habitats and subsequent prey-switching to livestock. We stress that dhole-leopard-tiger co-occurrence across their range is facilitated through an intricate yet fragile balance between prey availability, and intraguild and conspecific competition. Data gaps and limitations notwithstanding, our study shows how insights from fundamental ecology can be of immense utility for applied aspects like large predator conservation and management of human-carnivore interactions. Our findings also highlight potential avenues for future research on tropical carnivores that can broaden current understanding of intraguild competition in forest systems of Asia and beyond.
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Affiliation(s)
- Arjun Srivathsa
- National Centre for Biological Sciences, TIFR, GKVK Campus, Bellary Road, Bengaluru, 560065, India
- Wildlife Conservation Society-India, 551, 7th Main Road, 2nd Stage Rajiv Gandhi Nagar, Kodigehalli, Bengaluru, 560097, India
| | - Vivek Ramachandran
- National Centre for Biological Sciences, TIFR, GKVK Campus, Bellary Road, Bengaluru, 560065, India
- Wildlife Biology and Conservation Program, National Centre for Biological Sciences, TIFR, GKVK Campus, Bellary Road, Bengaluru, 560065, India
| | - Pooja Saravanan
- National Centre for Biological Sciences, TIFR, GKVK Campus, Bellary Road, Bengaluru, 560065, India
| | - Abhijith Sureshbabu
- National Centre for Biological Sciences, TIFR, GKVK Campus, Bellary Road, Bengaluru, 560065, India
| | - Divyajyoti Ganguly
- National Centre for Biological Sciences, TIFR, GKVK Campus, Bellary Road, Bengaluru, 560065, India
- Wildlife Biology and Conservation Program, National Centre for Biological Sciences, TIFR, GKVK Campus, Bellary Road, Bengaluru, 560065, India
| | - Uma Ramakrishnan
- National Centre for Biological Sciences, TIFR, GKVK Campus, Bellary Road, Bengaluru, 560065, India
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Ansil BR, George CE, Chandrasingh S, Viswanathan A, Thattai M, Raghu P, Devadiga S, Harikumar AG, Harsha PK, Nair I, Ramakrishnan U, Mayor S. Validating saliva as a biological sample for cost-effective, rapid and routine screening for SARS-CoV-2. Indian J Med Microbiol 2023; 45:100384. [PMID: 37573057 PMCID: PMC10231307 DOI: 10.1016/j.ijmmb.2023.100384] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Revised: 11/12/2022] [Accepted: 05/11/2023] [Indexed: 08/14/2023]
Abstract
PURPOSE Compared to nasopharyngeal/oropharyngeal swabs (N/OPS-VTM), non-invasive saliva samples have enormous potential for scalability and routine population screening of SARS-CoV-2. In this study, we investigate the efficacy of saliva samples relative to N/OPS-VTM for use as a direct source for RT-PCR based SARS-CoV-2 detection. METHODS We collected paired nasopharyngeal/oropharyngeal swabs and saliva samples from suspected positive SARS-CoV-2 patients and tested using RT-PCR. We used generalized linear models to investigate factors that explain result agreement. Further, we used simulations to evaluate the effectiveness of saliva-based screening in restricting the spread of infection in a large campus such as an educational institution. RESULTS We observed a 75.4% agreement between saliva and N/OPS-VTM, that increased drastically to 83% in samples stored for less than three days. Such samples processed within two days of collection showed 74.5% test sensitivity. Our simulations suggest that a test with 75% sensitivity, but high daily capacity can be very effective in limiting the size of infection clusters in a workspace. Guided by these results, we successfully implemented a saliva-based screening in the Bangalore Life Sciences Cluster (BLiSC) campus. CONCLUSION These results suggest that saliva may be a viable alternate source for SARS-CoV-2 surveillance if samples are processed immediately. Although saliva shows slightly lower sensitivity levels when compared to N/OPS-VTM, saliva collection is logistically advantageous. We strongly recommend the implementation of saliva-based screening strategies for large workplaces and in schools, as well as for population-level screening and routine surveillance as we learn to live with the SARS-CoV-2 virus.
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Affiliation(s)
- B R Ansil
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, Karnataka, 560065, India.
| | - Carolin Elizabeth George
- Community Health and Research Division, Bangalore Baptist Hospital, Bangalore, Karnataka, 560024, India.
| | - Sindhulina Chandrasingh
- Department of Microbiology, Bangalore Baptist Hospital, Bangalore, Karnataka, 560024, India.
| | | | - Mukund Thattai
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, Karnataka, 560065, India.
| | - Padinjat Raghu
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, Karnataka, 560065, India.
| | - Santhosha Devadiga
- COVID-19 Testing Laboratory, Institute for Stem Cell Science and Regenerative Medicine, Bangalore Life Science Cluster, Bangalore, Karnataka, 560065, India.
| | - Arun Geetha Harikumar
- COVID-19 Testing Laboratory, Institute for Stem Cell Science and Regenerative Medicine, Bangalore Life Science Cluster, Bangalore, Karnataka, 560065, India.
| | - Pulleri Kandi Harsha
- COVID-19 Testing Laboratory, Institute for Stem Cell Science and Regenerative Medicine, Bangalore Life Science Cluster, Bangalore, Karnataka, 560065, India.
| | - Indu Nair
- Department of Medicine and Infectious Diseases, Bangalore Baptist Hospital, Bangalore, Karnataka, 560024, India.
| | - Uma Ramakrishnan
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, Karnataka, 560065, India.
| | - Satyajit Mayor
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, Karnataka, 560065, India.
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Dahal N, Romine MG, Khatiwara S, Ramakrishnan U, Lamichhaney S. Gene flow drives genomic diversity in Asian Pikas distributed along the core and range-edge habitats in the Himalayas. Ecol Evol 2023; 13:e10129. [PMID: 37250448 PMCID: PMC10208896 DOI: 10.1002/ece3.10129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 05/09/2023] [Accepted: 05/10/2023] [Indexed: 05/31/2023] Open
Abstract
Studying the genetic variation among different species distributed across their core and range-edge habitats can provide valuable insights into how genetic variation changes across the species' distribution range. This information can be important for understanding local adaptation, as well as for conservation and management efforts. In this study, we have carried out genomic characterization of six species of Asian Pikas distributed along their core and range-edge habitats in the Himalayas. We utilized a population genomics approach using ~28,000 genome-wide SNP markers obtained from restriction-site associated DNA sequencing. We identified low nucleotide diversity and high inbreeding coefficients in all six species across their core and range-edge habitats. We also identified evidence of gene flow among genetically diverse species. Our results provide evidence of reduced genetic diversity in Asian pikas distributed across the Himalayas and the neighboring regions and indicate that recurrent gene flow is possibly a key mechanism for maintaining genetic diversity and adaptive potential in these pikas. However, full-scale genomics studies that utilize whole-genome sequencing approaches will be needed to quantify the direction and timing of gene flow and functional changes associated with introgressed regions in the genome. Our results represent an important step toward understanding the patterns and consequences of gene flow in species, sampled at the least studied, yet climatically vulnerable part of their habitat that can be further used to inform conservation strategies that promote connectivity and gene flow between populations.
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Affiliation(s)
- Nishma Dahal
- Biotechnology DivisionCSIR‐Institute of Himalayan Bioresource TechnologyPalampurHimachal PradeshIndia
- National Centre for Biological Sciences, TIFRBangaloreIndia
| | - Melia G. Romine
- School of Biomedical SciencesKent State UniversityKentOhioUSA
| | - Sunita Khatiwara
- Forest and Environment Department, Government of SikkimGangtokIndia
| | | | - Sangeet Lamichhaney
- School of Biomedical SciencesKent State UniversityKentOhioUSA
- Department of Biological SciencesKent State UniversityKentUSA
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Tyagi A, Godbole M, Vanak AT, Ramakrishnan U. Citizen science facilitates first ever genetic detection of wolf-dog hybridization in Indian savannahs. Ecol Evol 2023; 13:e10100. [PMID: 37214618 PMCID: PMC10191802 DOI: 10.1002/ece3.10100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 05/03/2023] [Accepted: 05/04/2023] [Indexed: 05/24/2023] Open
Abstract
Human demographic expansion has confined wildlife to fragmented habitats, often in proximity to human-modified landscapes. Such interfaces facilitate increased interactions between feral or domesticated animals and wildlife, posing a high risk to wild species. This is especially relevant for free-ranging dogs (Canis lupus familiaris) and wild canids like gray wolves (Canis lupus) and golden jackals (Canis aureus). Wolf-dog hybridization may lead to a significant reduction of specific adaptations in wolves that could result in the decline of wolf populations. Detection and genetic discrimination of hybrids between dogs and wolves are challenging because of their complex demographic history and close ancestry. Citizen scientists identified two phenotypically different-looking individuals and subsequently collected non-invasive samples that were used by geneticists to test wolf-dog hybridization. Genomic data from shed hair samples of suspected hybrid individuals using double-digest restriction-site-associated DNA (ddRAD) sequencing resulted in 698 single nucleotide polymorphism (SNP) markers. We investigated the genetic origin of these two individuals analyzed with genetically known dogs, wolves, and other canid species including jackals and dholes (Cuon alpinus). Our results provide the first genetic evidence of one F2 hybrid and the other individual could be a complex hybrid between dogs and wolves. Our results re-iterate the power of next-generation sequencing (NGS) for non-invasive samples as an efficient tool for detecting hybrids. Our results suggest the need for more robust monitoring of wolf populations and highlight the tremendous potential for collaborative approaches between citizens and conservation scientists to detect and monitor threats to biodiversity.
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Affiliation(s)
- Abhinav Tyagi
- National Centre for Biological SciencesTata Institute of Fundamental ResearchBengaluruKarnatakaIndia
- SASTRA Deemed to be UniversityThanjavurTamilnaduIndia
| | | | - Abi Tamim Vanak
- Ashoka Trust for Research in Ecology and the EnvironmentBengaluruKarnatakaIndia
- School of Life SciencesUniversity of KwaZulu‐NatalDurbanSouth Africa
| | - Uma Ramakrishnan
- National Centre for Biological SciencesTata Institute of Fundamental ResearchBengaluruKarnatakaIndia
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Lamba S, Ganesan S, Daroch N, Paul K, Joshi SG, Sreenivas D, Nataraj A, Srikantaiah V, Mishra R, Ramakrishnan U, Ishtiaq F. SARS-CoV-2 infection dynamics and genomic surveillance to detect variants in wastewater - a longitudinal study in Bengaluru, India. Lancet Reg Health Southeast Asia 2023; 11:100151. [PMID: 36688230 PMCID: PMC9847225 DOI: 10.1016/j.lansea.2023.100151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/20/2022] [Revised: 11/01/2022] [Accepted: 01/06/2023] [Indexed: 01/19/2023]
Abstract
Background Environmental surveillance (ES) of a pathogen is crucial for understanding the community load of disease. As an early warning system, ES for SARS-CoV-2 has complemented routine diagnostic surveillance by capturing near real-time virus circulation at a population level. Methods In this longitudinal study conducted between January 2022 and June 2022 in 28 sewershed sites in Bengaluru city (∼11 million inhabitants), we quantified weekly SARS-CoV-2 RNA concentrations to track infection dynamics and provide evidence of change in the relative abundance of emerging variants. Findings We describe an early warning system using the exponentially weighted moving average control chart and demonstrate how SARS-CoV-2 RNA concentrations in wastewater correlated with clinically diagnosed new COVID-19 cases, with the trends appearing 8-14 days earlier in wastewater than in clinical data. This was further corroborated by showing that the estimated number of infections is strongly correlated with SARS-CoV-2 RNA copies detected in the wastewater. Using a deconvolution matrix, we detected emerging variants of concern up to two months earlier in wastewater samples. In addition, we found a huge diversity in variants detected in wastewater compared to clinical samples. The findings from this study have been discussed regularly with local authorities to inform policy-making decisions. Interpretation Our study highlights that quantifying viral titre, correlating it with a known number of cases in the area, and combined with genomic surveillance helps in tracking variants of concern (VOC) over time and space, enabling timely and making informed policy decisions. Funding This work has been supported by funding from the Rockefeller Foundation grant to National Centre for Biological Sciences, TIFR) and the Indian Council of Medical Research grant to (FI) Tata Institute for Genetics and Society and Tata Trusts.
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Affiliation(s)
- Sanjay Lamba
- Tata Institute for Genetics and Society, GKVK Post, Bellary Road, Bengaluru, 560065, India
| | - Sutharsan Ganesan
- Tata Institute for Genetics and Society, GKVK Post, Bellary Road, Bengaluru, 560065, India
| | - Namrta Daroch
- Tata Institute for Genetics and Society, GKVK Post, Bellary Road, Bengaluru, 560065, India
| | - Kiran Paul
- Tata Institute for Genetics and Society, GKVK Post, Bellary Road, Bengaluru, 560065, India
| | - Soumya Gopal Joshi
- Tata Institute for Genetics and Society, GKVK Post, Bellary Road, Bengaluru, 560065, India
| | - Darshan Sreenivas
- National Centre for Biological Sciences, TIFR, Bellary Road, Bengaluru, 560065, India
| | - Annamalai Nataraj
- Tata Institute for Genetics and Society, GKVK Post, Bellary Road, Bengaluru, 560065, India
| | | | - Rakesh Mishra
- Tata Institute for Genetics and Society, GKVK Post, Bellary Road, Bengaluru, 560065, India
| | - Uma Ramakrishnan
- National Centre for Biological Sciences, TIFR, Bellary Road, Bengaluru, 560065, India
| | - Farah Ishtiaq
- Tata Institute for Genetics and Society, GKVK Post, Bellary Road, Bengaluru, 560065, India,Corresponding author. Tata Institute for Genetics and Society, GKVK Post, Bellary Road, Bengaluru, 560065, India
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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; 12:6963323. [PMID: 36576130 PMCID: PMC9795480 DOI: 10.1093/gigascience/giac112] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 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)
| | | | | | - 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
- Correspondence address. Somasekar Seshagiri, Department of Research and Development SciGenom Research Foundation 3rd Floor, Narayana Nethralaya Building, Narayana Health City, #258/A, Bommasandra, Hosur Road, Bangalore 560099, India. E-mail:
| | - Uma Ramakrishnan
- Correspondence address. Uma Ramakrishnan, National Centre for Biological Sciences, TIFR Bellary Road, Bangalore 560065, India. E-mail:
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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: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [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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Sanyal A, Agarwal S, Ramakrishnan U, Garg KM, Chattopadhyay B. Using Environmental Sampling to Enable Zoonotic Pandemic Preparedness. J Indian Inst Sci 2022; 102:711-730. [PMID: 36093274 PMCID: PMC9449264 DOI: 10.1007/s41745-022-00322-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 06/27/2022] [Indexed: 11/28/2022]
Abstract
The current pandemic caused by the SARS CoV-2, tracing back its origin possibly to a coronavirus associated with bats, has ignited renewed interest in understanding zoonotic spillovers across the globe. While research is more directed towards solving the problem at hand by finding therapeutic strategies and novel vaccine techniques, it is important to address the environmental drivers of pathogen spillover and the complex biotic and abiotic drivers of zoonoses. The availability of cutting-edge genomic technologies has contributed enormously to preempt viral emergence from wildlife. However, there is still a dearth of studies from species-rich South Asian countries, especially from India. In this review, we outline the importance of studying disease dynamics through environmental sampling from wildlife in India and how ecological parameters of both the virus and the host community may play a role in mediating cross-species spillovers. Non-invasive sampling using feces, urine, shed hair, saliva, shed skin, and feathers has been instrumental in providing genetic information for both the host and their associated pathogens. Here, we discuss the advances made in environmental sampling protocols and strategies to generate genetic data from such samples towards the surveillance and characterization of potentially zoonotic pathogens. We primarily focus on bat-borne or small mammal-borne zoonoses and propose a conceptual framework for non-invasive strategies to tackle the threat of emerging zoonotic infections.
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Tyagi A, Khan A, Thatte P, Ramakrishnan U. Genome‐wide
SNP
markers from fecal samples reveal anthropogenic impacts on connectivity: case of a small carnivore in the central Indian landscape. Anim Conserv 2022. [DOI: 10.1111/acv.12770] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- A. Tyagi
- National Centre for Biological Sciences Tata Institute of Fundamental Research Bangalore India
- SASTRA Deemed to be University Thanjavur India
| | - A. Khan
- National Centre for Biological Sciences Tata Institute of Fundamental Research Bangalore India
| | - P. Thatte
- National Centre for Biological Sciences Tata Institute of Fundamental Research Bangalore India
- World Wide Fund for Nature‐India New Delhi India
| | - U. Ramakrishnan
- National Centre for Biological Sciences Tata Institute of Fundamental Research Bangalore India
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Schoen JM, Neelakantan A, Cushman SA, Dutta T, Habib B, Jhala YV, Mondal I, Ramakrishnan U, Reddy PA, Saini S, Sharma S, Thatte P, Yumnam B, DeFries R. Synthesizing habitat connectivity analyses of a globally important human-dominated tiger-conservation landscape. Conserv Biol 2022; 36:e13909. [PMID: 35288989 PMCID: PMC9545158 DOI: 10.1111/cobi.13909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Revised: 12/10/2021] [Accepted: 01/17/2022] [Indexed: 06/14/2023]
Abstract
As ecological data and associated analyses become more widely available, synthesizing results for effective communication with stakeholders is essential. In the case of wildlife corridors, managers in human-dominated landscapes need to identify both the locations of corridors and multiple stakeholders for effective oversight. We synthesized 5 independent studies of tiger (Panthera tigris) connectivity in central India, a global priority landscape for tiger conservation, to quantify agreement on landscape permeability for tiger movement and potential movement pathways. We used the latter analysis to identify connectivity areas on which studies agreed and stakeholders associated with these areas to determine relevant participants in corridor management. Three or more of the 5 studies' resistance layers agreed in 63% of the study area. Areas in which all studies agree on resistance were of primarily low (66%, e.g., forest) and high (24%, e.g., urban) resistance. Agreement was lower in intermediate resistance areas (e.g., agriculture). Despite these differences, the studies largely agreed on areas with high levels of potential movement: >40% of high average (top 20%) current-flow pixels were also in the top 20% of current-flow agreement pixels (measured by low variation), indicating consensus connectivity areas (CCAs) as conservation priorities. Roughly 70% of the CCAs fell within village administrative boundaries, and 100% overlapped forest department management boundaries, suggesting that people live and use forests within these priority areas. Over 16% of total CCAs' area was within 1 km of linear infrastructure (437 road, 170 railway, 179 transmission line, and 339 canal crossings; 105 mines within 1 km of CCAs). In 2019, 78% of forest land diversions for infrastructure and mining in Madhya Pradesh (which comprises most of the study region) took place in districts with CCAs. Acute competition for land in this landscape with globally important wildlife corridors calls for an effective comanagement strategy involving local communities, forest departments, Appendix 1 and infrastructure planners. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Jay M. Schoen
- Department of EcologyEvolution and Environmental BiologyColumbia UniversityNew YorkNew YorkUSA
| | | | | | - Trishna Dutta
- Wildlife Sciences, Faculty of Forest Sciences and Forest EcologyUniversity of GoettingenGöttingenGermany
| | | | | | | | - Uma Ramakrishnan
- The Biodiversity Collaborative, National Center for Biological SciencesTata Institute of Fundamental ResearchBangaloreIndia
| | | | | | - Sandeep Sharma
- German Centre for Integrative Biodiversity ResearchHalle‐Jena‐LeipzigLeipzigGermany
- Institute of BiologyMartin Luther University Halle‐WittenbergHalleGermany
| | | | | | - Ruth DeFries
- Department of EcologyEvolution and Environmental BiologyColumbia UniversityNew YorkNew YorkUSA
- Network for Conserving Central IndiaGurgaonIndia
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Agarwal I, Bauer AM, Gamble T, Giri VB, Jablonski D, Khandekar A, Mohapatra PP, Masroor R, Mishra A, Ramakrishnan U. The evolutionary history of an accidental model organism, the leopard gecko Eublepharis macularius (Squamata: Eublepharidae). Mol Phylogenet Evol 2022; 168:107414. [PMID: 35032646 DOI: 10.1016/j.ympev.2022.107414] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Revised: 01/03/2022] [Accepted: 01/04/2022] [Indexed: 12/22/2022]
Abstract
The leopard gecko, Eublepharis macularius, is a widely used model organism in laboratory and experimental studies. The high phenotypic diversity in the pet trade, the fact that the provenance of different breeding lines is unknown, and that distinct Eublepharis species are known to hybridize, implies that the continued use of E. macularius as a model requires clarity on the origin of the lineages in the pet trade. We combine multi-locus sequence data and the first range-wide sampling of the genus Eublepharis to reconstruct the evolutionary history of the Eublepharidae and Eublepharis, with an updated time-tree for the Eublepharidae. Our sampling includes five of the six recognized species and additional nominal taxa of uncertain status comprising 43 samples from 34 localities plus 48 pet-trade samples. The Eublepharidae began diversifying in the Cretaceous. Eublepharis split from its sister genera in Africa in the Palaeocene-Eocene, and began diversifying in the Oligocene-Miocene, with late Miocene-Pliocene cladogenesis giving rise to extant species. The current species diversity within this group is moderately underestimated. Our species delimitation suggests 10 species with four potentially unnamed divergent lineages in Iran, India and Pakistan. All 30 individuals of E. macularius that we sampled from the pet trade, which include diverse morphotypes, come from a few shallow E. macularius clades, confirming that lab and pet trade strains are part of a single taxon. One of the wild-caught haplotypes of E. macularius, from near Karachi, Pakistan, is identical to (10) pet-trade samples and all other captive populations are closely related to wild-caught animals from central/southern Pakistan (0.1-0.5 % minimum pairwise uncorrected ND2 sequence divergence).
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Affiliation(s)
- Ishan Agarwal
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, 560065, India; Thackeray Wildlife Foundation, Vaibhav Chambers, Bandra, Mumbai, 400051, India; Department of Biology and Center for Biodiversity and Ecosystem Stewardship, Villanova University, 800 Lancaster Avenue, Villanova, Pennsylvania, 19085, USA.
| | - Aaron M Bauer
- Department of Biology and Center for Biodiversity and Ecosystem Stewardship, Villanova University, 800 Lancaster Avenue, Villanova, Pennsylvania, 19085, USA
| | - Tony Gamble
- Department of Biological Sciences, Marquette University, Milwaukee, WI, 53233, USA; Milwaukee Public Museum, 800 W. Wells St., Milwaukee, WI 53233, USA; Bell Museum of Natural History, University of Minnesota, 2088 Larpenteur Ave. W., St. Paul, MN, 55113, USA
| | - Varad B Giri
- NIDUS, A1903, Shubh Kalyan, Nanded City, Pune, 411041, India
| | - Daniel Jablonski
- Department of Zoology, Ilkovičova 6, Mlynská dolina, Comenius University in Bratislava, 842 15 Bratislava, Slovakia
| | - Akshay Khandekar
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, 560065, India; Thackeray Wildlife Foundation, Vaibhav Chambers, Bandra, Mumbai, 400051, India
| | - Pratyush P Mohapatra
- Zoological Survey of India, Central Zone Regional Centre, Jabalpur, Madhya Pradesh, 482002, India
| | - Rafaqat Masroor
- Pakistan Museum of Natural History, Garden Avenue, Shakarparian, Islamabad-44000, Pakistan
| | - Anurag Mishra
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, 560065, India
| | - Uma Ramakrishnan
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, 560065, India
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12
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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: 50] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [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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13
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Chattopadhyay B, Garg KM, Swami Doss DP, Vinothkumar A, Kandula S, Rheindt FE, Ramakrishnan U. Cryptic diversity of Rhinolophus lepidus in South Asia and differentiation across a biogeographic barrier. Frontiers of Biogeography 2021. [DOI: 10.21425/f5fbg49625] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
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14
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Dhar MS, Marwal R, Vs R, Ponnusamy K, Jolly B, Bhoyar RC, Sardana V, Naushin S, Rophina M, Mellan TA, Mishra S, Whittaker C, Fatihi S, Datta M, Singh P, Sharma U, Ujjainiya R, Bhatheja N, Divakar MK, Singh MK, Imran M, Senthivel V, Maurya R, Jha N, Mehta P, A V, Sharma P, Vr A, Chaudhary U, Soni N, Thukral L, Flaxman S, Bhatt S, Pandey R, Dash D, Faruq M, Lall H, Gogia H, Madan P, Kulkarni S, Chauhan H, Sengupta S, Kabra S, Gupta RK, Singh SK, Agrawal A, Rakshit P, Nandicoori V, Tallapaka KB, Sowpati DT, Thangaraj K, Bashyam MD, Dalal A, Sivasubbu S, Scaria V, Parida A, Raghav SK, Prasad P, Sarin A, Mayor S, Ramakrishnan U, Palakodeti D, Seshasayee ASN, Bhat M, Shouche Y, Pillai A, Dikid T, Das S, Maitra A, Chinnaswamy S, Biswas NK, Desai AS, Pattabiraman C, Manjunatha MV, Mani RS, Arunachal Udupi G, Abraham P, Atul PV, Cherian SS. Genomic characterization and epidemiology of an emerging SARS-CoV-2 variant in Delhi, India. Science 2021; 374:995-999. [PMID: 34648303 DOI: 10.1101/2021.06.02.21258076] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Delhi, the national capital of India, experienced multiple severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) outbreaks in 2020 and reached population seropositivity of >50% by 2021. During April 2021, the city became overwhelmed by COVID-19 cases and fatalities, as a new variant, B.1.617.2 (Delta), replaced B.1.1.7 (Alpha). A Bayesian model explains the growth advantage of Delta through a combination of increased transmissibility and reduced sensitivity to immune responses generated against earlier variants (median estimates: 1.5-fold greater transmissibility and 20% reduction in sensitivity). Seropositivity of an employee and family cohort increased from 42% to 87.5% between March and July 2021, with 27% reinfections, as judged by increased antibody concentration after a previous decline. The likely high transmissibility and partial evasion of immunity by the Delta variant contributed to an overwhelming surge in Delhi.
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Affiliation(s)
| | - Robin Marwal
- National Centre for Disease Control, Delhi, India
| | | | | | - Bani Jolly
- CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
- Academy for Scientific and Innovative Research, Ghaziabad, India
| | - Rahul C Bhoyar
- CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
| | - Viren Sardana
- CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
- Academy for Scientific and Innovative Research, Ghaziabad, India
| | - Salwa Naushin
- CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
- Academy for Scientific and Innovative Research, Ghaziabad, India
| | - Mercy Rophina
- CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
- Academy for Scientific and Innovative Research, Ghaziabad, India
| | - Thomas A Mellan
- Medical Research Council (MRC) Centre for Global Infectious Disease Analysis, Jameel Institute, School of Public Health, Imperial College London, London, UK
| | - Swapnil Mishra
- Medical Research Council (MRC) Centre for Global Infectious Disease Analysis, Jameel Institute, School of Public Health, Imperial College London, London, UK
| | - Charles Whittaker
- Medical Research Council (MRC) Centre for Global Infectious Disease Analysis, Jameel Institute, School of Public Health, Imperial College London, London, UK
| | - Saman Fatihi
- CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
- Academy for Scientific and Innovative Research, Ghaziabad, India
| | - Meena Datta
- National Centre for Disease Control, Delhi, India
| | | | - Uma Sharma
- National Centre for Disease Control, Delhi, India
| | - Rajat Ujjainiya
- CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
- Academy for Scientific and Innovative Research, Ghaziabad, India
| | - Nitin Bhatheja
- CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
| | - Mohit Kumar Divakar
- CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
- Academy for Scientific and Innovative Research, Ghaziabad, India
| | | | - Mohamed Imran
- CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
- Academy for Scientific and Innovative Research, Ghaziabad, India
| | - Vigneshwar Senthivel
- CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
- Academy for Scientific and Innovative Research, Ghaziabad, India
| | - Ranjeet Maurya
- CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
- Academy for Scientific and Innovative Research, Ghaziabad, India
| | - Neha Jha
- CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
| | - Priyanka Mehta
- CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
| | - Vivekanand A
- CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
- Academy for Scientific and Innovative Research, Ghaziabad, India
| | - Pooja Sharma
- CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
- Academy for Scientific and Innovative Research, Ghaziabad, India
| | - Arvinden Vr
- CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
- Academy for Scientific and Innovative Research, Ghaziabad, India
| | | | - Namita Soni
- National Centre for Disease Control, Delhi, India
| | - Lipi Thukral
- CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
- Academy for Scientific and Innovative Research, Ghaziabad, India
| | - Seth Flaxman
- Department of Mathematics, Imperial College London, London, UK
| | - Samir Bhatt
- Medical Research Council (MRC) Centre for Global Infectious Disease Analysis, Jameel Institute, School of Public Health, Imperial College London, London, UK
- Section of Epidemiology, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Rajesh Pandey
- CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
- Academy for Scientific and Innovative Research, Ghaziabad, India
| | - Debasis Dash
- CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
- Academy for Scientific and Innovative Research, Ghaziabad, India
| | - Mohammed Faruq
- CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
- Academy for Scientific and Innovative Research, Ghaziabad, India
| | - Hemlata Lall
- National Centre for Disease Control, Delhi, India
| | - Hema Gogia
- National Centre for Disease Control, Delhi, India
| | - Preeti Madan
- National Centre for Disease Control, Delhi, India
| | | | | | - Shantanu Sengupta
- CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
- Academy for Scientific and Innovative Research, Ghaziabad, India
| | | | - Ravindra K Gupta
- Department of Medicine, Cambridge Institute of Therapeutic Immunology and Infectious Disease (CITIID), University of Cambridge, Cambridge, UK
- Africa Health Research Institute, KwaZulu-Natal, South Africa
| | | | - Anurag Agrawal
- CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
- Academy for Scientific and Innovative Research, Ghaziabad, India
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15
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Dovih P, Laing ED, Chen Y, Low DHW, Ansil BR, Yang X, Shi Z, Broder CC, Smith GJD, Linster M, Ramakrishnan U, Mendenhall IH. Correction: Filovirus-reactive antibodies in humans and bats in Northeast India imply zoonotic spillover. PLoS Negl Trop Dis 2021; 15:e0009836. [PMID: 34784352 PMCID: PMC8594849 DOI: 10.1371/journal.pntd.0009836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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16
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Sagar V, Kaelin CB, Natesh M, Reddy PA, Mohapatra RK, Chhattani H, Thatte P, Vaidyanathan S, Biswas S, Bhatt S, Paul S, Jhala YV, Verma MM, Pandav B, Mondol S, Barsh GS, Swain D, Ramakrishnan U. High frequency of an otherwise rare phenotype in a small and isolated tiger population. Proc Natl Acad Sci U S A 2021; 118:e2025273118. [PMID: 34518374 PMCID: PMC8488692 DOI: 10.1073/pnas.2025273118] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/09/2021] [Indexed: 11/18/2022] Open
Abstract
Most endangered species exist today in small populations, many of which are isolated. Evolution in such populations is largely governed by genetic drift. Empirical evidence for drift affecting striking phenotypes based on substantial genetic data are rare. Approximately 37% of tigers (Panthera tigris) in the Similipal Tiger Reserve (in eastern India) are pseudomelanistic, characterized by wide, merged stripes. Camera trap data across the tiger range revealed the presence of pseudomelanistic tigers only in Similipal. We investigated the genetic basis for pseudomelanism and examined the role of drift in driving this phenotype's frequency. Whole-genome data and pedigree-based association analyses from captive tigers revealed that pseudomelanism cosegregates with a conserved and functionally important coding alteration in Transmembrane Aminopeptidase Q (Taqpep), a gene responsible for similar traits in other felid species. Noninvasive sampling of tigers revealed a high frequency of the Taqpep p.H454Y mutation in Similipal (12 individuals, allele frequency = 0.58) and absence from all other tiger populations (395 individuals). Population genetic analyses confirmed few (minimal number) tigers in Similipal, and its genetic isolation, with poor geneflow. Pairwise FST (0.33) at the mutation site was high but not an outlier. Similipal tigers had low diversity at 81 single nucleotide polymorphisms (mean heterozygosity = 0.28, SD = 0.27). Simulations were consistent with founding events and drift as possible drivers for the observed stark difference of allele frequency. Our results highlight the role of stochastic processes in the evolution of rare phenotypes. We highlight an unusual evolutionary trajectory in a small and isolated population of an endangered species.
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Affiliation(s)
- Vinay Sagar
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore 560065, India;
| | - Christopher B Kaelin
- Department of Genetics, Stanford University, Palo Alto, CA 94309
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806
| | - Meghana Natesh
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore 560065, India
- Biology Department, Indian Institute of Science Education and Research, Tirupati 411008, India
| | - P Anuradha Reddy
- Laboratory for Conservation of Endangered Species, Center for Cellular & Molecular Biology, Hyderabad 500048, India
| | | | - Himanshu Chhattani
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore 560065, India
| | - Prachi Thatte
- World Wide Fund for Nature - India, New Delhi 110003 India
| | - Srinivas Vaidyanathan
- Foundation for Ecological Research, Advocacy and Learning, Auroville Post, Tamil Nadu 605101 India
| | | | | | - Shashi Paul
- Odisha Forest Department, Bhubaneswar 751023, India
| | - Yadavendradev V Jhala
- Wildlife Institute of India, Dehradun 248001, India
- National Tiger Conservation Authority, Wildlife Institute of India Tiger Cell, Wildlife Institute of India, Dehradun 248001, India
| | | | | | | | - Gregory S Barsh
- Department of Genetics, Stanford University, Palo Alto, CA 94309
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806
| | - Debabrata Swain
- Former Member Secretary, National Tiger Conservation Authority, New Delhi 110003, India
- Former Principal Chief Conservator of Forest and Head of Forest Force, Indian Forest Service, Bhubaneswar 751023, India
| | - Uma Ramakrishnan
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore 560065, India;
- DBT - Wellcome Trust India Alliance, Hyderabad 500034, India
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17
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Hoban S, Bruford MW, Funk WC, Galbusera P, Griffith MP, Grueber CE, Heuertz M, Hunter ME, Hvilsom C, Stroil BK, Kershaw F, Khoury CK, Laikre L, Lopes-Fernandes M, MacDonald AJ, Mergeay J, Meek M, Mittan C, Mukassabi TA, O'Brien D, Ogden R, Palma-Silva C, Ramakrishnan U, Segelbacher G, Shaw RE, Sjögren-Gulve P, Veličković N, Vernesi C. Global Commitments to Conserving and Monitoring Genetic Diversity Are Now Necessary and Feasible. Bioscience 2021; 71:964-976. [PMID: 34475806 PMCID: PMC8407967 DOI: 10.1093/biosci/biab054] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Global conservation policy and action have largely neglected protecting and monitoring genetic diversity—one of the three main pillars of biodiversity. Genetic diversity (diversity within species) underlies species’ adaptation and survival, ecosystem resilience, and societal innovation. The low priority given to genetic diversity has largely been due to knowledge gaps in key areas, including the importance of genetic diversity and the trends in genetic diversity change; the perceived high expense and low availability and the scattered nature of genetic data; and complicated concepts and information that are inaccessible to policymakers. However, numerous recent advances in knowledge, technology, databases, practice, and capacity have now set the stage for better integration of genetic diversity in policy instruments and conservation efforts. We review these developments and explore how they can support improved consideration of genetic diversity in global conservation policy commitments and enable countries to monitor, report on, and take action to maintain or restore genetic diversity.
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Affiliation(s)
- Sean Hoban
- The Morton Arboretum, Center for Tree Science, Lisle, Illinois, United States
| | | | - W Chris Funk
- Department of Biology, Graduate Degree Program in Ecology, Colorado State University, Fort Collins, Colorado, United States
| | - Peter Galbusera
- Royal Zoological Society of Antwerp, Centre for Research and Conservation, Antwerp, Belgium
| | | | - Catherine E Grueber
- University of Sydney's School of Life and Environmental Sciences, Faculty of Science, Sydney, New South Wales, Australia
| | - Myriam Heuertz
- INRAE, and the University of Bordeaux, Biogeco, Cestas, France
| | - Margaret E Hunter
- US Geological Survey's Wetland and Aquatic Research Center, Gainesville, Florida, United States
| | | | - Belma Kalamujic Stroil
- University of Sarajevo Institute for Genetic Engineering and Biotechnology, Laboratory for Molecular Genetics of Natural Resources, Sarajevo, Bosnia and Herzegovina
| | - Francine Kershaw
- Natural Resources Defense Council, New York, New York, United States
| | - Colin K Khoury
- International Center for Tropical Agriculture, Cali, Colombia
| | - Linda Laikre
- Department of Zoology, Division of Population Genetics, Stockholm University, Stockholm, Sweden
| | | | - Anna J MacDonald
- Australian National University, John Curtin School of Medical Research and Research School of Biology, Canberra, Australia
| | - Joachim Mergeay
- Research Institute for Nature and Forest, Geraardsbergen, Belgium
| | - Mariah Meek
- Michigan State University Department of Integrative Biology, AgBio Research, Ecology, Evolution, and Behavior Program, East Lansing, Michigan, United States
| | - Cinnamon Mittan
- Cornell University's Department of Ecology and Evolutionary Biology, Ithaca, New York, United States
| | - Tarek A Mukassabi
- University of Benghazi Department of Botany, Faculty of Sciences, Benghazi, Libya
| | | | - Rob Ogden
- Royal (Dick) School of Veterinary Studies and with the Roslin Institute, University of Edinburgh, Easter Bush Campus, Edinburgh, Scotland, United Kingdom
| | | | - Uma Ramakrishnan
- Department of Ecology and Evolution, National Centre for Biological Sciences, Bangalore, India
| | - Gernot Segelbacher
- Chair of wildlife ecology and management, University Freiburg, Freiburg, Germany
| | - Robyn E Shaw
- Department of Environmental and Conservation Sciences, Murdoch University, Perth, Australia
| | - Per Sjögren-Gulve
- Wildlife Analysis Unit, Swedish Environmental Protection Agency, Stockholm, Sweden
| | - Nevena Veličković
- University of Novi Sad's Faculty of Sciences, Department of Biology and Ecology, Novi Sad, Serbia
| | - Cristiano Vernesi
- Forest Ecology and Biogeochemical Fluxes Unit, Research and Innovation Centre, Fondazione Edmund Mach, San Michele all' Adige, Italy
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18
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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] [What about the content of this article? (0)] [Affiliation(s)] [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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19
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Ramakrishnan U. At the crossroads: molecular ecology and wildlife conservation. J Indian Inst Sci 2021; 101:115-116. [PMID: 34248302 PMCID: PMC8256940 DOI: 10.1007/s41745-021-00246-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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20
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Norton AJ, Wiysonge CS, Habarugira JMV, White NJ, Tufet Bayona M, Hagen HE, Archer JE, Alobo MS, Carson GL, Garcia PJ, Maciel RM, Ramakrishnan U, Ryu CM, Rees H, Ntoumi F, Tshangela AN, Faiz MA, Snewin VA, Mburu SW, Miles REE, Okware BGA, Vaux R, Sowinski S, Atuire CA, Kaushic C. Priorities for COVID-19 research response and preparedness in low-resource settings. Lancet 2021; 397:1866-1868. [PMID: 33965071 PMCID: PMC8102035 DOI: 10.1016/s0140-6736(21)00980-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Accepted: 04/23/2021] [Indexed: 12/11/2022]
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21
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Ansil BR, Mendenhall IH, Ramakrishnan U. High prevalence and diversity of Bartonella in small mammals from the biodiverse Western Ghats. PLoS Negl Trop Dis 2021; 15:e0009178. [PMID: 33705398 PMCID: PMC7951854 DOI: 10.1371/journal.pntd.0009178] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Accepted: 01/25/2021] [Indexed: 12/26/2022] Open
Abstract
Bartonella species are recognized globally as emerging zoonotic pathogens. Small mammals such as rodents and shrews are implicated as major natural reservoirs for these microbial agents. Nevertheless, in several tropical countries, like India, the diversity of Bartonella in small mammals remain unexplored and limited information exists on the natural transmission cycles (reservoirs and vectors) of these bacteria. Using a multi-locus sequencing approach, we investigated the prevalence, haplotype diversity, and phylogenetic affinities of Bartonella in small mammals and their associated mites in a mixed-use landscape in the biodiverse Western Ghats in southern India. We sampled 141 individual small mammals belonging to eight species. Bartonella was detected in five of the eight species, including three previously unknown hosts. We observed high interspecies variability of Bartonella prevalence in the host community. However, the overall prevalence (52.5%) and haplotype diversity (0.9) was high for the individuals tested. Of the seven lineages of Bartonella identified in our samples, five lineages were phylogenetically related to putative zoonotic species–B. tribocorum, B. queenslandensis, and B. elizabethae. Haplotypes identified from mites were identical to those identified from their host species. This indicates that these Bartonella species may be zoonotic, but further work is necessary to confirm whether these are pathogenic and pose a threat to humans. Taken together, these results emphasize the presence of hitherto unexplored diversity of Bartonella in wild and synanthropic small mammals in mixed-use landscapes. The study also highlights the necessity to assess the risk of spillover to humans and other incidental hosts. Zoonotic bacterial infections cause both economic and health burdens to humans, especially in developing countries. Bartonella is a diverse group with several species that are infectious to humans. There is limited knowledge of Bartonella diversity and subsequent risk for spillover in several tropical countries, including India. This study, set in a biodiversity hotspot with high human density, reveals a high prevalence and diversity of Bartonella in the most common, and synanthropic small mammals. Several lineages identified are phylogenetically related to zoonotic species known to cause infections in humans. We suggest that there is unexplored diversity of Bartonella in small mammals that reside in human-modified landscapes in India, demonstrating an urgent need for further investigation. By identifying the natural reservoirs of pathogens, their ecology, and their relationship and proximity to humans, we will be able to proactively survey for these under-detected bacterial infections and minimize the burden.
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Affiliation(s)
- B. R. Ansil
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, Karnataka, India
- Manipal Academy of Higher Education, Manipal, Karnataka, India
- * E-mail: (BRA); (UR)
| | - Ian H. Mendenhall
- Duke-National University of Singapore Medical School, Programme in Emerging Infectious Diseases, Singapore
| | - Uma Ramakrishnan
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, Karnataka, India
- * E-mail: (BRA); (UR)
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22
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Dinesh AS, Mathur V, Ansil BR, Chandru V, Chellam R, Vanak AT, Ramakrishnan U, Rajagopal P. Health Heatmap of India: An Open Data Platform. J Indian Inst Sci 2020; 100:701-716. [PMID: 33100615 PMCID: PMC7568941 DOI: 10.1007/s41745-020-00196-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Accepted: 09/07/2020] [Indexed: 11/29/2022]
Abstract
Health Heatmap of India is an open data platform built for bringing together data from diverse sources and facilitating visualization, analysis, and insight building from such data. In this paper, we describe the context and need for such an open data platform and describe the technical aspects of building it. The beta site of the portal is available at https://healthheatmapindia.org.
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Affiliation(s)
- Akshay S Dinesh
- Metastring Foundation, #591/11, 3rd Main Road, Sadashivanagar, Bengaluru, Karnataka 560080 India
| | - Varnita Mathur
- Metastring Foundation, #591/11, 3rd Main Road, Sadashivanagar, Bengaluru, Karnataka 560080 India
| | - B R Ansil
- National Centre for Biological Sciences, Bengaluru, India
| | | | - Ravi Chellam
- Metastring Foundation, #591/11, 3rd Main Road, Sadashivanagar, Bengaluru, Karnataka 560080 India
| | - Abi Tamim Vanak
- ATREE, Bengaluru, India.,DBT/Wellcome Trust India Alliance, Hyderabad, India.,School of Life Sciences, University of KwaZulu-Natal, Durban, South Africa
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23
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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: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [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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24
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Bajaru SB, Lajmi A, Manakadan R, Kulavmode AR, Ramakrishnan U. Assessing the status of critically endangered Kondana soft-furred rat ( Millardia kondana) using integrative taxonomy: combining evidence from morphological, molecular and environmental niche modeling. MAMMALIA 2020. [DOI: 10.1515/mammalia-2019-0056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Abstract
Kondana soft-furred rat is a critically endangered (CR) species, known from a single locality – Sinhgad in the northern Western Ghats, India. However, the taxonomic status of this species is uncertain due to its close resemblance to the widely distributed soft-furred field rat Millardia meltada, which has serious implications on the conservation status of Millardia kondana. In this study, we assessed the current taxonomic status of M. kondana through an integrative approach combining morphological, molecular and environmental niche modeling analyses. We collected morphological data from the specimens around Sinhgad as well as preserved specimens in the museum. Both morphological and two-dimensional (2D) morphometrical analyses showed a significant difference between M. kondana and M. meltada. Molecular phylogeny based on cytochrome b gene revealed a sister relationship between M. kondana and M. meltada, and both species form distinct well-supported monophyletic clades. Niche modeling also predicted niche segregation between the two species: M. kondana preferred areas with a high elevation and precipitation seasonality while M. meltada favored regions with a low elevation and precipitation. We confirmed that M. kondana is taxonomically distinct from M. meltada, and based on our estimates of its occurrence and occupancy, M. kondana continues to be treated as CR until further detailed investigations.
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Affiliation(s)
- Sameer B. Bajaru
- Natural History Collection Department , Bombay Natural History Society , Hornbill House, S. B. S. Road, Fort , Mumbai 400001 , India
| | - Aparna Lajmi
- Institute of Evolution, Department of Evolutionary and Environmental Biology , University of Haifa , Haifa , Israel
- National Centre for Biological Sciences, Tata Institute of Fundamental Research , Bellary Road , Bangalore 560065 , India
| | - Ranjit Manakadan
- Bombay Natural History Society , Hornbill House, S. B. S. Road, Fort , Mumbai 400001 , India
| | - Amol R. Kulavmode
- Bombay Natural History Society , Hornbill House, S. B. S. Road, Fort , Mumbai 400001 , India
| | - Uma Ramakrishnan
- National Centre for Biological Sciences, Tata Institute of Fundamental Research , Bellary Road , Bangalore 560065 , India
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25
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Dahal N, Kumar S, Noon BR, Nayak R, Lama RP, Ramakrishnan U. The role of geography, environment, and genetic divergence on the distribution of pikas in the Himalaya. Ecol Evol 2020; 10:1539-1551. [PMID: 32076532 PMCID: PMC7029102 DOI: 10.1002/ece3.6007] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2019] [Revised: 12/12/2019] [Accepted: 12/19/2019] [Indexed: 12/04/2022] Open
Abstract
Pikas (Ochotona Link, 1795) are high-altitude specialist species making them a useful bioindicator species to warming in high-altitude ecosystem. The Himalayan Mountains are an important part of their range, supporting approximately 23%-25% of total pika species worldwide, yet we lack basic information on the distribution patterns. We combine field-based surveys with genetics-based identification and phylogeny to identify differences in species-environment relationships. Further, we suggest putative evolutionary causes for the observed niche patterns. LOCATION Himalayan high-altitude region. METHODS We sampled 11 altitudinal transects (ranging from ~2,000 to 5,000 m) in the Himalaya to establish occurrence records. We collected 223 species records using genetic analyses to confirm species' identity (based on some invasive and mostly noninvasive biological samples). Niche and geographic overlap were estimated using kernel density estimates. RESULTS Most pikas in the Himalaya span wide elevation ranges and exhibit extensive spatial overlap with other species. However, even in areas of high species diversity, we found species to have a distinct environmental niche. Despite apparent overlapping distributions at broad spatial scales, in our field surveys, we encountered few cases of co-occurrence of species in the sampled transects. Deeply diverged sister-species pair had the least environmental niche overlap despite having the highest geographic range overlap. In contrast, sister-species pair with shallow genetic divergence had a higher environmental niche overlap but was geographically isolated. We hypothesize that the extent of environmental niche divergence in pikas is a function of divergence time within the species complex. We assessed vulnerability of species to future climate change using environmental niche and geographic breadth sizes as a proxies. Our findings suggest that O. sikimaria may be the most vulnerable species. Ochotona roylii appears to have the most unique environmental niche space, with least niche overlap with other pika species from the study area.
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Affiliation(s)
- Nishma Dahal
- National Centre for Biological SciencesTIFR, GKVK campusBangaloreIndia
- Nature Conservation FoundationMysoreIndia
- Manipal Academy of Higher EducationManipalIndia
| | - Sunil Kumar
- Natural Resource Ecology LaboratoryColorado State UniversityFort CollinsCOUSA
| | - Barry R. Noon
- Natural Resource Ecology LaboratoryColorado State UniversityFort CollinsCOUSA
| | - Rajat Nayak
- Foundation for Ecological Research, Advocacy and LearningMorattandiTamil NaduIndia
| | | | - Uma Ramakrishnan
- National Centre for Biological SciencesTIFR, GKVK campusBangaloreIndia
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26
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Thatte P, Chandramouli A, Tyagi A, Patel K, Baro P, Chhattani H, Ramakrishnan U. Human footprint differentially impacts genetic connectivity of four wide‐ranging mammals in a fragmented landscape. DIVERS DISTRIB 2019. [DOI: 10.1111/ddi.13022] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Affiliation(s)
- Prachi Thatte
- National Center for Biological Sciences Tata Institute of Fundamental Research Bangalore India
| | - Anuradha Chandramouli
- National Center for Biological Sciences Tata Institute of Fundamental Research Bangalore India
| | - Abhinav Tyagi
- National Center for Biological Sciences Tata Institute of Fundamental Research Bangalore India
| | - Kaushal Patel
- National Center for Biological Sciences Tata Institute of Fundamental Research Bangalore India
| | - Phulmani Baro
- National Center for Biological Sciences Tata Institute of Fundamental Research Bangalore India
| | - Himanshu Chhattani
- National Center for Biological Sciences Tata Institute of Fundamental Research Bangalore India
| | - Uma Ramakrishnan
- National Center for Biological Sciences Tata Institute of Fundamental Research Bangalore India
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27
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Gurung PD, Upadhyay AK, Bhardwaj PK, Sowdhamini R, Ramakrishnan U. Transcriptome analysis reveals plasticity in gene regulation due to environmental cues in Primula sikkimensis, a high altitude plant species. BMC Genomics 2019; 20:989. [PMID: 31847812 PMCID: PMC6916092 DOI: 10.1186/s12864-019-6354-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2018] [Accepted: 11/29/2019] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Studying plasticity in gene expression in natural systems is crucial, for predicting and managing the effects of climate change on plant species. To understand the contribution of gene expression level variations to abiotic stress compensation in a Himalaya plant (Primula sikkimensis), we carried out a transplant experiment within (Ambient), and beyond (Below Ambient and Above Ambient) the altitudinal range limit of species. We sequenced nine transcriptomes (three each from each altitudinal range condition) using Illumina sequencing technology. We compared the fitness variation of transplants among three transplant conditions. RESULTS A large number of significantly differentially expressed genes (DEGs) between below ambient versus ambient (109) and above ambient versus ambient (85) were identified. Transcripts involved in plant growth and development were mostly up-regulated in below ambient conditions. Transcripts involved in signalling, defence, and membrane transport were mostly up-regulated in above ambient condition. Pathway analysis revealed that most of the genes involved in metabolic processes, secondary metabolism, and flavonoid biosynthesis were differentially expressed in below ambient conditions, whereas most of the genes involved in photosynthesis and plant hormone signalling were differentially expressed in above ambient conditions. In addition, we observed higher reproductive fitness in transplant individuals at below ambient condition compared to above ambient conditions; contrary to what we expect from the cold adaptive P. sikkimensis plants. CONCLUSIONS We reveal P. sikkimensis's capacity for rapid adaptation to climate change through transcriptome variation, which may facilitate the phenotypic plasticity observed in morphological and life history traits. The genes and pathways identified provide a genetic resource for understanding the temperature stress (both the hot and cold stress) tolerance mechanism of P. sikkimensis in their natural environment.
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Affiliation(s)
- Priya Darshini Gurung
- National Center for Biological Sciences (NCBS), Tata Institute of Fundamental Research, GKVK Campus, Bellary Road, Bengaluru, Karnataka 560065 India
- Manipal University, Manipal, India
| | - Atul Kumar Upadhyay
- National Center for Biological Sciences (NCBS), Tata Institute of Fundamental Research, GKVK Campus, Bellary Road, Bengaluru, Karnataka 560065 India
- Present Address: Thapar Institute of Engineering & Technology, Department of Biotechnology, Patiala, Punjab 147004 India
| | - Pardeep Kumar Bhardwaj
- Institute of Bioresource & Sustainable Development, A National Institute under Department of Biotechnology, Ministry of Science & Technology, Government of India, Gangtok, Sikkim 737102 India
- Present address: Institute of Bioresources and Sustainable Development, Meghalaya, 6th Mile, Upper Shillong, Meghalaya 793009 India
| | - Ramanathan Sowdhamini
- National Center for Biological Sciences (NCBS), Tata Institute of Fundamental Research, GKVK Campus, Bellary Road, Bengaluru, Karnataka 560065 India
| | - Uma Ramakrishnan
- National Center for Biological Sciences (NCBS), Tata Institute of Fundamental Research, GKVK Campus, Bellary Road, Bengaluru, Karnataka 560065 India
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28
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Dovih P, Laing ED, Chen Y, Low DHW, Ansil BR, Yang X, Shi Z, Broder CC, Smith GJD, Linster M, Ramakrishnan U, Mendenhall IH. Filovirus-reactive antibodies in humans and bats in Northeast India imply zoonotic spillover. PLoS Negl Trop Dis 2019; 13:e0007733. [PMID: 31671094 PMCID: PMC6822707 DOI: 10.1371/journal.pntd.0007733] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2019] [Accepted: 08/26/2019] [Indexed: 11/26/2022] Open
Abstract
Bats are reservoirs for several zoonotic pathogens, including filoviruses. Recent work highlights the diversity of bat borne filoviruses in Asia. High risk activities at the bat-human interface pose the threat of zoonotic virus transmission. We present evidence for prior exposure of bat harvesters and two resident fruit bat species to filovirus surface glycoproteins by screening sera in a multiplexed serological assay. Antibodies reactive to two antigenically distinct filoviruses were detected in human sera and to three individual filoviruses in bats in remote Northeast India. Sera obtained from Eonycteris spelaea bats showed similar patterns of cross-reactivity as human samples, suggesting them as the species responsible for the spillover. In contrast, sera from Rousettus leschenaultii bats reacted to two different virus glycoproteins. Our results indicate circulation of several filoviruses in bats and the possibility for filovirus transmission from bats to humans. Focused virus surveillance at human-wildlife interfaces enables proactive detection of potentially epidemic pathogens. Filoviruses, including ebolaviruses and marburgviruses, are pathogens with epidemic potential. They were previously detected in bats and have caused disease outbreaks in humans with a high case fatality rate. Here, we tested sera obtained from bats and humans at a high-risk interface for the presence of filovirus reactive antibodies. Human participants were engaged in annual bat hunts, possibly exposing them to bat-borne viruses. We report the exposure of humans to filoviruses that were likely derived from the two sampled bat species. The bats contain antibodies raised to presumably three distinct filoviruses. Our findings suggest bats in South Asia act as a reservoir host of a diverse range of filoviruses and filovirus spillover occurs through human exposure to these bats.
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Affiliation(s)
- Pilot Dovih
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, India
- Sastra University, School of Chemistry and Biotechnology, Thanjavur, Tamil Nadu, India
| | - Eric D. Laing
- Uniformed Services University of the Health Sciences, Department of Microbiology and Immunology, Bethesda, Maryland, United States of America
| | - Yihui Chen
- Duke-National University of Singapore Medical School, Programme in Emerging Infectious Diseases, Singapore
| | - Dolyce H. W. Low
- Duke-National University of Singapore Medical School, Programme in Emerging Infectious Diseases, Singapore
- National University of Singapore, Graduate School for Integrative Sciences and Engineering, Singapore
| | - B. R. Ansil
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, India
- Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Xinglou Yang
- Wuhan Institute of Virology, Department of Emerging Infectious Diseases, Wuhan, China
| | - Zhengli Shi
- Wuhan Institute of Virology, Department of Emerging Infectious Diseases, Wuhan, China
| | - Christopher C. Broder
- Uniformed Services University of the Health Sciences, Department of Microbiology and Immunology, Bethesda, Maryland, United States of America
| | - Gavin J. D. Smith
- Duke-National University of Singapore Medical School, Programme in Emerging Infectious Diseases, Singapore
| | - Martin Linster
- Duke-National University of Singapore Medical School, Programme in Emerging Infectious Diseases, Singapore
| | - Uma Ramakrishnan
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, India
| | - Ian H. Mendenhall
- Duke-National University of Singapore Medical School, Programme in Emerging Infectious Diseases, Singapore
- * E-mail:
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29
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Abstract
Natural populations display a variety of spatial arrangements, each potentially with a distinctive impact on genetic diversity and genetic differentiation among subpopulations. Although the spatial arrangement of populations can lead to intricate migration networks, theoretical developments have focused mainly on a small subset of such networks, emphasizing the island-migration and stepping-stone models. In this study, we investigate all small network motifs: the set of all possible migration networks among populations subdivided into at most four subpopulations. For each motif, we use coalescent theory to derive expectations for three quantities that describe genetic variation: nucleotide diversity, FST, and half-time to equilibrium diversity. We describe the impact of network properties on these quantities, finding that motifs with a high mean node degree have the largest nucleotide diversity and the longest time to equilibrium, whereas motifs with low density have the largest FST. In addition, we show that the motifs whose pattern of variation is most strongly influenced by loss of a connection or a subpopulation are those that can be split easily into disconnected components. We illustrate our results using two example data sets—sky island birds of genus Sholicola and Indian tigers—identifying disturbance scenarios that produce the greatest reduction in genetic diversity; for tigers, we also compare the benefits of two assisted gene flow scenarios. Our results have consequences for understanding the effect of geography on genetic diversity, and they can assist in designing strategies to alter population migration networks toward maximizing genetic variation in the context of conservation of endangered species.
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Affiliation(s)
- Nicolas Alcala
- Department of Biology, Stanford University, Stanford, CA
| | - Amy Goldberg
- Department of Biology, Stanford University, Stanford, CA.,Department of Evolutionary Anthropology, Duke University, Durham, NC
| | - Uma Ramakrishnan
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, India
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30
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Ramachandran V, Joshi M, Ambekar M, Charoo SA, Ramakrishnan U. The desert hamster Phodopus roborovskii (Satunin, 1903) (Rodentia, Cricetidae) from north-western Tibetan plateau, Ladakh, India: an addition to the mammalian fauna of the Indian subcontinent. MAMMALIA 2019. [DOI: 10.1515/mammalia-2018-0199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Abstract
During a systematic survey of the small mammals in the relatively unexplored north-western regions of the Tibetan plateau in India, we captured and identified the desert hamster Phodopus roborovskii using molecular phylogenetic methods. We also provide revised distributional estimates for this species using niche modelling (Maxent and 19 bioclimatic variables), taking into account sampling bias. We evaluated suitable habitats for the species, identifying regions in the Trans-Himalayas that may harbour this species. This study improves the knowledge of the desert hamster’s range and is a new record and an addition to the Indian sub-continental mammalian fauna, ~750 km southward extension from its known range.
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Affiliation(s)
- Vivek Ramachandran
- National Centre for Biological Sciences, Tata Institute for Fundamental Research , GKVK Campus, Bellary Road , Bangalore 560065 , India , e-mail:
| | - Mukta Joshi
- National Centre for Biological Sciences, Tata Institute for Fundamental Research , GKVK Campus, Bellary Road , Bangalore 560065 , India
- Indian Institute of Science Education and Research (IISER) , Dr. Homi Bhabha Road, Pashan , Pune 411008 , India
| | - Mayuresh Ambekar
- National Centre for Biological Sciences, Tata Institute for Fundamental Research , GKVK Campus, Bellary Road , Bangalore 560065 , India
- Department of Biological Sciences , Middlesex University , The Burroughs, Hendon , London NW4 4BT , UK
| | - Samina Amin Charoo
- Department of Wildlife Protection , Jammu and Kashmir Forest Department , Srinagar 190001 , India
| | - Uma Ramakrishnan
- National Centre for Biological Sciences, Tata Institute for Fundamental Research , GKVK Campus, Bellary Road , Bangalore 560065 , India
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31
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Gupta P, Vishnudas CK, Ramakrishnan U, Robin VV, Dharmarajan G. Geographical and host species barriers differentially affect generalist and specialist parasite community structure in a tropical sky-island archipelago. Proc Biol Sci 2019; 286:20190439. [PMID: 31161909 DOI: 10.1098/rspb.2019.0439] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Understanding why some parasites emerge in novel host communities while others do not has broad implications for human and wildlife health. In the case of haemosporidian blood parasites, epidemic wild bird mortalities on oceanic islands have been linked to Plasmodium spp., but not genera like Haemoproteus. Indeed, Haemoproteus is absent from many oceanic islands. By contrast, birds on continental islands share long coevolutionary histories with both Plasmodium and Haemoproteus, and are thus ideal model systems to elucidate eco-evolutionary endpoints associated with these parasites in oceanic islands. Here, we examine eco-evolutionary dynamics of avian haemosporidian in the Shola sky-island archipelago of the Western Ghats, India. Our analyses reveal that compared to Plasmodium, Haemoproteus lineages were highly host-specific and diversified via co-speciation with their hosts. We show that community structure of host-generalist Plasmodium was primarily driven by geographical factors (e.g. biogeographic barriers), while that of host-specialist Haemoproteus was driven by host species barriers (e.g. phylogenetic distance). Consequently, a few host species can harbour a high diversity of Plasmodium lineages which, in turn, are capable of infecting multiple host species. These two mechanisms can act in concert to increase the risk of introduction, establishment, and emergence of novel Plasmodium lineages in island systems.
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Affiliation(s)
- Pooja Gupta
- 1 Savannah River Ecology Laboratory, University of Georgia , Aiken, SC , USA.,2 Warnell School of Forestry and Natural Resources, University of Georgia , Athens, GA 30602 , USA
| | - C K Vishnudas
- 3 Indian Institute of Science Education and Research Tirupati , Mangalam, Tirupati 517507 , India
| | - Uma Ramakrishnan
- 4 National Centre for Biological Sciences, TIFR , Bangalore 560065 , India
| | - V V Robin
- 3 Indian Institute of Science Education and Research Tirupati , Mangalam, Tirupati 517507 , India
| | - Guha Dharmarajan
- 1 Savannah River Ecology Laboratory, University of Georgia , Aiken, SC , USA
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Natesh M, Taylor RW, Truelove NK, Hadly EA, Palumbi SR, Petrov DA, Ramakrishnan U. Empowering conservation practice with efficient and economical genotyping from poor quality samples. Methods Ecol Evol 2019; 10:853-859. [PMID: 31511786 PMCID: PMC6738957 DOI: 10.1111/2041-210x.13173] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2018] [Accepted: 02/21/2019] [Indexed: 01/09/2023]
Abstract
Moderate- to high-density genotyping (100 + SNPs) is widely used to determine and measure individual identity, relatedness, fitness, population structure and migration in wild populations.However, these important tools are difficult to apply when high-quality genetic material is unavailable. Most genomic tools are developed for high-quality DNA sources from laboratory or medical settings. As a result, most genetic data from market or field settings is limited to easily amplified mitochondrial DNA or a few microsatellites.To enable genotyping in conservation contexts, we used next-generation sequencing of multiplex PCR products from very low-quality DNA extracted from faeces, hair and cooked samples. We demonstrated utility and wide-ranging potential application in endangered wild tigers and tracking commercial trade in Caribbean queen conch.We genotyped 100 SNPs from degraded tiger samples to identify individuals, discern close relatives and detect population differentiation. Co-occurring carnivores do not amplify (e.g. Indian wild dog/dhole) or are monomorphic (e.g. leopard). Sixty-two SNPs from conch fritters and field-collected samples were used to test relatedness and detect population structure.We provide proof of concept for a rapid, simple, cost-effective and scalable method (for both samples and number of loci), a framework that can be applied to other conservation scenarios previously limited by low-quality DNA samples. These approaches provide a critical advance for wildlife monitoring and forensics, open the door to field-ready testing, and will strengthen the use of science in policy decisions and wildlife trade.
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Affiliation(s)
- Meghana Natesh
- National Centre for Biological Sciences, TIFR, Bangalore, India
- Sastra University, Tirumalaisamudram, Thanjavur, India
| | - Ryan W. Taylor
- Department of Biology, Stanford University, Stanford, California
- End2End Genomics LLC, Davis, California
| | | | | | - Stephen R. Palumbi
- Department of Biology, Stanford University, Stanford, California
- Hopkins Marine Station, Stanford University, Pacific Grove, California
| | - Dmitri A. Petrov
- Department of Biology, Stanford University, Stanford, California
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Mukherjee S, Singh P, Silva AP, Ri C, Kakati K, Borah B, Tapi T, Kadur S, Choudhary P, Srikant S, Nadig S, Navya R, Björklund M, Ramakrishnan U. Activity patterns of the small and medium felid (Mammalia: Carnivora: Felidae) guild in northeastern India. J Threat Taxa 2019. [DOI: 10.11609/jott.4662.11.4.13432-13447] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
Fifteen extant species of cats inhabit India, and the northeastern region of the country is among the richest with nine species. Among these are the “standard four”, an assemblage of Clouded Leopard Neofelis nebulosa, Asiatic Golden Cat Catopuma temminckii, Marbled Cat Pardofelis marmorata, and Leopard Cat Prionailurus bengalensis, which also occur across southeastern Asia. Within India, despite several surveys in this region, very little information exists on the ecology of this assemblage to explain their co-occurrence. In this paper, we put together data from several independent camera trapping studies over 10 sites across northeastern India to examine and interpret diel activity patterns of this group. While we present results for all the four species, we focus on two species, the Marbled Cat and Leopard Cat, which are of very similar body size and are potential competitors. We used kernel density estimates to measure diel activity patterns of all four species and overlap in activity between Marbled Cat and Leopard Cat at the regional scale as well as the point scale. We obtained 783 captures of the standard four from >27,500 trap nights. The Asiatic Golden Cat and Marbled Cat were strongly diurnal, Clouded Leopard largely crepuscular and nocturnal, and Leopard Cat largely nocturnal. The degree of overlap between Marbled Cat and Leopard Cat activity was low and in consensus with other studies across southeastern Asia. We interpret this as the differing niche spaces of the two cats due to their specific pre-existing adaptations, not restricted to the effects of competition. The point scale analysis when both cats are captured at the same location and separately show no shift in activity pattern, supporting our hypothesis of pre-existing differences in resources, such as food, playing a major role in facilitating co-existence. Our study, however, is preliminary and additional information with robust analysis is required to test this finding.
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Agarwal I, Khandekar A, Giri VB, Ramakrishnan U, Karanth KP. The hills are alive with geckos! A radiation of a dozen species on sky islands across peninsular India (Squamata: Gekkonidae, Hemiphyllodactylus) with the description of three new species. ORG DIVERS EVOL 2019. [DOI: 10.1007/s13127-019-00392-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Br A, Dovih P, Ramakrishnan U, Liang E, Mendenhall I, Hong DW, Smith G. Evidence of filovirus and henipavirus in bats and bat harvesters, India. Int J Infect Dis 2019. [DOI: 10.1016/j.ijid.2018.11.156] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
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Solari KA, Ramakrishnan U, Hadly EA. Gene expression is implicated in the ability of pikas to occupy Himalayan elevational gradient. PLoS One 2018; 13:e0207936. [PMID: 30540800 PMCID: PMC6291101 DOI: 10.1371/journal.pone.0207936] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2018] [Accepted: 11/08/2018] [Indexed: 01/25/2023] Open
Abstract
Species are shifting their ranges due to climate change, many moving to cooler and higher locations. However, with elevation increase comes oxygen decline, potentially limiting a species’ ability to track its environment depending on what mechanisms it has available to compensate for hypoxic stress. Pikas (Family Ochotonidae), cold-specialist small mammal species, are already undergoing elevational range shifts. We collected RNA samples from one population of Ochotona roylei in the western Himalaya at three sites– 3,600, 4,000, and 5,000 meters–and found no evidence of significant population genetic structure nor positive selection among sites. However, out of over 10,000 expressed transcripts, 26 were significantly upregulated at the 5,000 m site and were significantly enriched for pathways consistent with physiological compensation for limited oxygen. These results suggest that differences in gene expression may play a key role in enabling hypoxia tolerance on this local scale, indicating elevational flexibility that may facilitate successful range shifts in response to climate change.
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Affiliation(s)
- Katherine A. Solari
- Department of Biology, Stanford University, Stanford, California, United States of America
- Woods Institute for the Environment, Stanford University, Stanford, California, United States of America
- * E-mail:
| | - Uma Ramakrishnan
- National Centre for Biological Sciences, TIFR, Bangalore, India
- Program for Conservation Genomics, Stanford University, Stanford, California, United States of America
| | - Elizabeth A. Hadly
- Department of Biology, Stanford University, Stanford, California, United States of America
- Woods Institute for the Environment, Stanford University, Stanford, California, United States of America
- Program for Conservation Genomics, Stanford University, Stanford, California, United States of America
- Center for Innovation in Global Health, Stanford University, Stanford, California, United States of America
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Affiliation(s)
- Prachi Thatte
- National Centre for Biological Sciences, Bellary Road, Bangalore, India 560065
| | - Kaushal Patel
- National Centre for Biological Sciences, Bellary Road, Bangalore, India 560065
| | - Uma Ramakrishnan
- National Centre for Biological Sciences, Bellary Road, Bangalore, India 560065
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Varudkar A, Ramakrishnan U. Gut microflora may facilitate adaptation to anthropic habitat: A comparative study in Rattus. Ecol Evol 2018; 8:6463-6472. [PMID: 30038748 PMCID: PMC6053588 DOI: 10.1002/ece3.4040] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2017] [Revised: 02/14/2018] [Accepted: 02/17/2018] [Indexed: 01/14/2023] Open
Abstract
Anthropophilic species ("commensal" species) that are completely dependent upon anthropic habitats experience different selective pressures particularly in terms of food than their noncommensal counterparts. Using a next-generation sequencing approach, we characterized and compared the gut microflora community of 53 commensal Rattus rattus and 59 noncommensal Rattus satarae captured in 10 locations in the Western Ghats, India. We observed that, while species identity was important in characterizing the microflora communities of the two Rattus hosts, environmental factors also had a significant effect. While there was significant geographic variation in the microflora of the noncommensal R. satarae, there was no effect of geographic distance on gut microflora of the commensal R. rattus. Interestingly, host genetic distance did not significantly influence the community in either Rattus hosts. Collectively, these results indicate that a shift in habitat is likely to result in a change in the gut microflora community and imply that the gut microflora is a complex trait, influenced by various parameters in different habitats.
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Chakravarty R, Chattopadhyay B, Ramakrishnan U, Sivasundar A. Comparative Population Structure in Species of Bats Differing in Ecology and Morphology in the Andaman Islands, India. Acta Chiropterologica 2018. [DOI: 10.3161/15081109acc2018.20.1.006] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Rohit Chakravarty
- Post-Graduate Program in Wildlife Biology and Conservation, Wildlife Conservation Society-India, Bangalore 560097, India and National Centre for Biological Sciences, Bangalore 560065, India
| | - Balaji Chattopadhyay
- Department of Biological Sciences, National University of Singapore, 16 Science Drive 4, Singapore 117558
| | - Uma Ramakrishnan
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bellary Road, Bangalore 560065, India
| | - Arjun Sivasundar
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bellary Road, Bangalore 560065, India
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Nair JV, Shanmugam PV, Karpe SD, Ramakrishnan U, Olsson S. An optimized protocol for large-scale in situsampling and analysis of volatile organic compounds. Ecol Evol 2018. [DOI: 10.1002/ece3.4138] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Affiliation(s)
- Jyothi V. Nair
- National Centre for Biological Sciences; Tata Institute of Fundamental Research; Bangalore India
| | - Pragadheesh V. Shanmugam
- National Centre for Biological Sciences; Tata Institute of Fundamental Research; Bangalore India
| | - Snehal D. Karpe
- National Centre for Biological Sciences; Tata Institute of Fundamental Research; Bangalore India
| | - Uma Ramakrishnan
- National Centre for Biological Sciences; Tata Institute of Fundamental Research; Bangalore India
| | - Shannon Olsson
- National Centre for Biological Sciences; Tata Institute of Fundamental Research; Bangalore India
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Gutiérrez-Delgado RI, Barraza-Villarreal A, Escamilla-Núñez C, Hernández-Cadena L, Garcia-Feregrino R, Shackleton C, Ramakrishnan U, Sly PD, Romieu I. Effect of omega-3 fatty acids supplementation during pregnancy on lung function in preschoolers: a clinical trial. J Asthma 2018; 56:296-302. [PMID: 29617210 DOI: 10.1080/02770903.2018.1452934] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
RATIONALE Prenatal omega-3 fatty acids improve alveolarization, diminish inflammation, and improve pulmonary growth, but it is unclear whether these outcomes translate into improved postnatal lung function. OBJECTIVE We assessed the effect of prenatal supplementation with docosahexaenoic acid (DHA) on offspring lung function through 60 months of age. METHODS We included a cohort of 772 Mexican preschoolers whose mothers participated in a clinical trial (NCT00646360) of supplementation with DHA or a placebo from week 18-22 of gestation through delivery. MEASUREMENTS The children were followed after birth and anthropometric measurements and forced oscillation tests were performed at 36, 48, and 60 months of age. The effect of DHA was tested using a longitudinal mixed effect models. RESULTS Overall, mean (Standard Deviation) of the measurements of respiratory system resistance and respiratory system reactance at 6, 8, and 10 Hz during follow up period were 11.3 (2.4), 11.1 (2.4), 10.3 (2.2) and -5.2 (1.6), -4.8 (1.7), -4.6 (1.6), respectively. There were no significant differences in pulmonary function by treatment group. DHA did not affect the average lung function or the trajectories through 60 months. CONCLUSIONS Prenatal DHA supplementation did not influence pulmonary function in this cohort of Mexican preschoolers.
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Affiliation(s)
- R I Gutiérrez-Delgado
- a Instituto Nacional de Salud Pública (INSP) , Centro de Investigaciones en Salud Poblacional, Cuernavaca , Morelos , Mexico
| | - A Barraza-Villarreal
- a Instituto Nacional de Salud Pública (INSP) , Centro de Investigaciones en Salud Poblacional, Cuernavaca , Morelos , Mexico
| | - C Escamilla-Núñez
- a Instituto Nacional de Salud Pública (INSP) , Centro de Investigaciones en Salud Poblacional, Cuernavaca , Morelos , Mexico
| | - L Hernández-Cadena
- a Instituto Nacional de Salud Pública (INSP) , Centro de Investigaciones en Salud Poblacional, Cuernavaca , Morelos , Mexico
| | - R Garcia-Feregrino
- a Instituto Nacional de Salud Pública (INSP) , Centro de Investigaciones en Salud Poblacional, Cuernavaca , Morelos , Mexico
| | - C Shackleton
- b Department of Children's Health and Environment , the University of Queensland , Brisbane , QLD , Australia
| | - U Ramakrishnan
- c Nutrition and Health Sciences Program and Hubert Department of Global Health , Rollins School of Public Health, Emory University , Atlanta , GA , USA
| | - P D Sly
- b Department of Children's Health and Environment , the University of Queensland , Brisbane , QLD , Australia.,d World Healh Organization (WHO) , WHO Collaborating Centre for Children's Health and Environment , Brisbane , Australia
| | - I Romieu
- a Instituto Nacional de Salud Pública (INSP) , Centro de Investigaciones en Salud Poblacional, Cuernavaca , Morelos , Mexico
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Agarwal I, Khandekar A, Ramakrishnan U, Vyas R, Giri VB. Two new species of the Ophisops microlepis (Squamata: Lacertidae) complex from northwestern India with a key to Indian Ophisops. J NAT HIST 2018. [DOI: 10.1080/00222933.2018.1436203] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Affiliation(s)
- Ishan Agarwal
- Department of Biology, Villanova University, Villanova, PA, USA
- Ecology and Evolution, National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, India
| | - Akshay Khandekar
- Ecology and Evolution, National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, India
| | - Uma Ramakrishnan
- Ecology and Evolution, National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, India
| | - Raju Vyas
- 505, Krishnadeep Tower, Vadodara, India
| | - Varad B. Giri
- Ecology and Evolution, National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, India
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Koparde P, Mehta P, Reddy S, Ramakrishnan U, Mukherjee S, Robin VV. The critically endangered forest owlet Heteroglaux blewitti is nested within the currently recognized Athene clade: A century-old debate addressed. PLoS One 2018; 13:e0192359. [PMID: 29401484 PMCID: PMC5798823 DOI: 10.1371/journal.pone.0192359] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2017] [Accepted: 01/21/2018] [Indexed: 11/23/2022] Open
Abstract
Range-restricted species generally have specific niche requirements and may often have unique evolutionary histories. Unfortunately, many of these species severely lack basic research, resulting in poor conservation strategies. The phylogenetic relationship of the Critically Endangered Forest Owlet Heteroglaux blewitti has been the subject of a century-old debate. The current classifications based on non-phylogenetic comparisons of morphology place the small owls of Asia into three genera, namely, Athene, Glaucidium, and Heteroglaux. Based on morphological and anatomical data, H. blewitti has been alternatively hypothesized to belong within Athene, Glaucidium, or its own monotypic genus Heteroglaux. To test these competing hypotheses, we sequenced six loci (~4300 bp data) and performed phylogenetic analyses of owlets. Mitochondrial and nuclear trees were not congruent in their placement of H. blewitti. However, both mitochondrial and nuclear combined datasets showed strong statistical support with high maximum likelihood bootstrap (>/ = 90) and Bayesian posterior probability values (>/ = 0.98) for H. blewitti being nested in the currently recognized Athene group, but not sister to Indian A. brama. The divergence of H. blewitti from its sister taxa was between 4.3 and 5.7 Ma coinciding with a period of drastic climatic changes in the Indian subcontinent. This study presented the first genetic analysis of H. blewitti, a Critically Endangered species, and addressed the long debate on the relationships of the Athene-Heteroglaux-Glaucidium complex. We recommend further studies with more data and complete taxon sampling to understand the biogeography of Indian Athene species.
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Affiliation(s)
- Pankaj Koparde
- Division of Conservation Biology, Sálim Ali Centre for Ornithology & Natural History, Coimbatore, Tamil Nadu, India
- Manipal Academy of Higher Education, Madhav Nagar, Manipal, Karnataka, India
- Indian Institute of Science Education and Research, Tirupati, Andhra Pradesh, India
- * E-mail:
| | - Prachi Mehta
- Wildlife Research and Conservation Society, Pune, Maharashtra, India
| | - Sushma Reddy
- Loyola University, Chicago, Illinois, United States of America
| | - Uma Ramakrishnan
- National Centre for Biological Science, TIFR, Bangalore, Karnataka, India
| | - Shomita Mukherjee
- Division of Conservation Biology, Sálim Ali Centre for Ornithology & Natural History, Coimbatore, Tamil Nadu, India
| | - V. V. Robin
- Indian Institute of Science Education and Research, Tirupati, Andhra Pradesh, India
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Garg KM, Chattopadhyay B, Ramakrishnan U. Social structure of the harem-forming promiscuous fruit bat, Cynopterus sphinx, is the harem truly important? R Soc Open Sci 2018; 5:172024. [PMID: 29515899 PMCID: PMC5830788 DOI: 10.1098/rsos.172024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/01/2017] [Accepted: 01/04/2018] [Indexed: 03/14/2024]
Abstract
Bats are social animals and display a diverse variety of mating and social systems, with most species exhibiting some form of polygyny. Their social organization is fluid and individuals frequently switch partners and roosting sites. While harem-like social organization is observed in multiple tropical species, its importance is contested in many of them. In this study, we investigated the role of harems in the social organization of the old world fruit bat Cynopterus sphinx. Based on regular behavioural observations over a period of 20 months and genetic data from microsatellite markers, we observed that the social organization is flexible, individuals regularly shift between roosts and the social organization resembles a fission-fusion society. Behavioural and genetic analyses suggest that the harems are not strict units of social structure, and the colony does not show signatures of subdivision with harems as behavioural units. We also observed that there was no correlation between individuals with high association index and pairwise relatedness. Our findings indicate that similar to the mating system, the social organization of C. sphinx can also be categorized as a fission-fusion society, and hence the term 'harem' is a misnomer. We conclude that the social system of C. sphinx is flexible, with multi-male multi-female organization, and individuals tend to be loyal to a given area rather than a roost.
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Affiliation(s)
- Kritika M Garg
- Ecology and Evolution, National Centre for Biological Sciences, TIFR, Bellary Road, Bangalore 560065, India
- Department of Biological Sciences, National University of Singapore, Singapore
| | - Balaji Chattopadhyay
- Ecology and Evolution, National Centre for Biological Sciences, TIFR, Bellary Road, Bangalore 560065, India
- Department of Biological Sciences, National University of Singapore, Singapore
| | - Uma Ramakrishnan
- Ecology and Evolution, National Centre for Biological Sciences, TIFR, Bellary Road, Bangalore 560065, India
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45
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Khan A, Vinekar R, Thatte P, Ramakrishnan U. Genome - wide variation and demographic history of small cats with a focus on Felis species. Can J Biotech 2017. [DOI: 10.24870/cjb.2017-a3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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46
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Natesh M, Taylor R, Prost S, Hadly E, Petrov D, Ramakrishnan U. SNP genotyping to monitor wild tigers for conservation. Can J Biotech 2017. [DOI: 10.24870/cjb.2017-a7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Patel RP, Wutke S, Lenz D, Mukherjee S, Ramakrishnan U, Veron G, Fickel J, Wilting A, Förster DW. Genetic Structure and Phylogeography of the Leopard Cat (Prionailurus bengalensis) Inferred from Mitochondrial Genomes. J Hered 2017; 108:349-360. [PMID: 28498987 DOI: 10.1093/jhered/esx017] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2016] [Accepted: 02/21/2017] [Indexed: 01/02/2023] Open
Abstract
The Leopard cat Prionailurus bengalensis is a habitat generalist that is widely distributed across Southeast Asia. Based on morphological traits, this species has been subdivided into 12 subspecies. Thus far, there have been few molecular studies investigating intraspecific variation, and those had been limited in geographic scope. For this reason, we aimed to study the genetic structure and evolutionary history of this species across its very large distribution range in Asia. We employed both PCR-based (short mtDNA fragments, 94 samples) and high throughput sequencing based methods (whole mitochondrial genomes, 52 samples) on archival, noninvasively collected and fresh samples to investigate the distribution of intraspecific genetic variation. Our comprehensive sampling coupled with the improved resolution of a mitochondrial genome analyses provided strong support for a deep split between Mainland and Sundaic Leopard cats. Although we identified multiple haplogroups within the species' distribution, we found no matrilineal evidence for the distinction of 12 subspecies. In the context of Leopard cat biogeography, we cautiously recommend a revision of the Prionailurus bengalensis subspecific taxonomy: namely, a reduction to 4 subspecies (2 mainland and 2 Sundaic forms).
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Affiliation(s)
- Riddhi P Patel
- Department of Evolutionary Genetics, Leibniz Institute for Zoo and Wildlife Research (IZW), Alfred-Kowalke Str.17, 10315 Berlin, Germany.,Freie Universität Berlin, Berlin, Germany
| | - Saskia Wutke
- Department of Evolutionary Genetics, Leibniz Institute for Zoo and Wildlife Research (IZW), Alfred-Kowalke Str.17, 10315 Berlin, Germany
| | - Dorina Lenz
- Department of Evolutionary Genetics, Leibniz Institute for Zoo and Wildlife Research (IZW), Alfred-Kowalke Str.17, 10315 Berlin, Germany
| | - Shomita Mukherjee
- Salim Ali Centre for Ornithology and Natural History, Coimbatore, India.,);National Centre for Biological Sciences, GKVK Campus, Bangalore, India
| | - Uma Ramakrishnan
- );National Centre for Biological Sciences, GKVK Campus, Bangalore, India
| | - Géraldine Veron
- Institut de Systématique, Evolution, Biodiversité, UMR 7205 CNRS MNHN UPMC EPHE, Muséum National d'Histoire Naturelle, Sorbonne Universités, CP 51, Paris, France
| | - Jörns Fickel
- Department of Evolutionary Genetics, Leibniz Institute for Zoo and Wildlife Research (IZW), Alfred-Kowalke Str.17, 10315 Berlin, Germany.,Institute for Biochemistry and Biology, University of Potsdam, Potsdam, Germany
| | - Andreas Wilting
- Department of Evolutionary Genetics, Leibniz Institute for Zoo and Wildlife Research (IZW), Alfred-Kowalke Str.17, 10315 Berlin, Germany
| | - Daniel W Förster
- Department of Evolutionary Genetics, Leibniz Institute for Zoo and Wildlife Research (IZW), Alfred-Kowalke Str.17, 10315 Berlin, Germany
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Natesh M, Atla G, Nigam P, Jhala YV, Zachariah A, Borthakur U, Ramakrishnan U. Conservation priorities for endangered Indian tigers through a genomic lens. Sci Rep 2017; 7:9614. [PMID: 28851952 PMCID: PMC5575265 DOI: 10.1038/s41598-017-09748-3] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2016] [Accepted: 07/31/2017] [Indexed: 11/21/2022] Open
Abstract
Tigers have lost 93% of their historical range worldwide. India plays a vital role in the conservation of tigers since nearly 60% of all wild tigers are currently found here. However, as protected areas are small (<300 km2 on average), with only a few individuals in each, many of them may not be independently viable. It is thus important to identify and conserve genetically connected populations, as well as to maintain connectivity within them. We collected samples from wild tigers (Panthera tigris tigris) across India and used genome-wide SNPs to infer genetic connectivity. We genotyped 10,184 SNPs from 38 individuals across 17 protected areas and identified three genetically distinct clusters (corresponding to northwest, southern and central India). The northwest cluster was isolated with low variation and high relatedness. The geographically large central cluster included tigers from central, northeastern and northern India, and had the highest variation. Most genetic diversity (62%) was shared among clusters, while unique variation was highest in the central cluster (8.5%) and lowest in the northwestern one (2%). We did not detect signatures of differential selection or local adaptation. We highlight that the northwest population requires conservation attention to ensure persistence of these tigers.
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Affiliation(s)
- Meghana Natesh
- National Center for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, 560065, India. .,Shanmugha Arts, Science, Technology and Research Academy (SASTRA) University, Tirumalaisamudram, Thanjavur, 613401, Tamil Nadu, India.
| | - Goutham Atla
- National Center for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, 560065, India
| | - Parag Nigam
- Wildlife Institute of India, Chandrabani, Dehradun, 248001, India
| | | | - Arun Zachariah
- Kerala Veterinary and Animal Sciences University, Lakkidi Post, Pookode, Kerala, 673576, India
| | - Udayan Borthakur
- Aaranyak, 12 Kanaklata Path in Lachit Path, Ajanta Path, Survey, Beltola, Guwahati, 781028, Assam, India
| | - Uma Ramakrishnan
- National Center for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, 560065, India.
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Wickramasinghe N, Robin VV, Ramakrishnan U, Reddy S, Seneviratne SS. Non-sister Sri Lankan white-eyes (genus Zosterops) are a result of independent colonizations. PLoS One 2017; 12:e0181441. [PMID: 28792950 PMCID: PMC5549887 DOI: 10.1371/journal.pone.0181441] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2016] [Accepted: 07/02/2017] [Indexed: 11/18/2022] Open
Abstract
Co-occurrence of closely related taxa on islands could be attributed to sympatric speciation or multiple colonization. Sympatric speciation is considered to be rare in small islands, however multiple colonizations are known to be common in both oceanic and continental islands. In this study we investigated the phylogenetic relatedness and means of origin of the two sympatrically co-occurring Zosterops white-eyes, the endemic Zosterops ceylonensis and its widespread regional congener Z. palpebrosus, in the island of Sri Lanka. Sri Lanka is a continental island in the Indian continental shelf of the Northern Indian Ocean. Our multivariate morphometric analyses confirmed the phenotypic distinctness of the two species. Maximum Likelihood and Bayesian phylogenetic analyses with ~2000bp from two mitochondrial (ND2 and ND3) and one nuclear (TGF) gene indicated that they are phylogenetically distinct, and not sister to each other. The two subspecies of the peninsula India; Z. p. egregius of Sri Lanka and India and Z. p. nilgiriensis of Western Ghats (India) clustered within the Z. palpebrosus clade having a common ancestor. In contrast, the divergence of the endemic Z. ceylonensis appears to be much deeper and is basal to the other Zosterops white-eyes. Therefore we conclude that the two Zosterops species originated in the island through independent colonizations from different ancestral lineages, and not through island speciation or multiple colonization from the same continental ancestral population. Despite high endemism, Sri Lankan biodiversity is long considered to be a subset of southern India. This study on a speciose group with high dispersal ability and rapid diversification rate provide evidence for the contribution of multiple colonizations in shaping Sri Lanka’s biodiversity. It also highlights the complex biogeographic patterns of the South Asian region, reflected even in highly vagile groups such as birds.
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Affiliation(s)
- Nelum Wickramasinghe
- Avian Evolution Node, Department of Zoology and Environment Sciences, Faculty of Science, University of Colombo, Colombo, Sri Lanka
- National Center for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, India
| | - V. V. Robin
- National Center for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, India
| | - Uma Ramakrishnan
- National Center for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, India
| | - Sushma Reddy
- Biology Department, Loyola University Chicago, Chicago, Illinois, United States of America
| | - Sampath S. Seneviratne
- Avian Evolution Node, Department of Zoology and Environment Sciences, Faculty of Science, University of Colombo, Colombo, Sri Lanka
- * E-mail:
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Suryawanshi KR, Redpath SM, Bhatnagar YV, Ramakrishnan U, Chaturvedi V, Smout SC, Mishra C. Impact of wild prey availability on livestock predation by snow leopards. R Soc Open Sci 2017; 4:170026. [PMID: 28680665 PMCID: PMC5493907 DOI: 10.1098/rsos.170026] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2017] [Accepted: 05/09/2017] [Indexed: 05/09/2023]
Abstract
An increasing proportion of the world's poor is rearing livestock today, and the global livestock population is growing. Livestock predation by large carnivores and their retaliatory killing is becoming an economic and conservation concern. A common recommendation for carnivore conservation and for reducing predation on livestock is to increase wild prey populations based on the assumption that the carnivores will consume this alternative food. Livestock predation, however, could either reduce or intensify with increases in wild prey depending on prey choice and trends in carnivore abundance. We show that the extent of livestock predation by the endangered snow leopard Panthera uncia intensifies with increases in the density of wild ungulate prey, and subsequently stabilizes. We found that snow leopard density, estimated at seven sites, was a positive linear function of the density of wild ungulates-the preferred prey-and showed no discernible relationship with livestock density. We also found that modelled livestock predation increased with livestock density. Our results suggest that snow leopard conservation would benefit from an increase in wild ungulates, but that would intensify the problem of livestock predation for pastoralists. The potential benefits of increased wild prey abundance in reducing livestock predation can be overwhelmed by a resultant increase in snow leopard populations. Snow leopard conservation efforts aimed at facilitating increases in wild prey must be accompanied by greater assistance for better livestock protection and offsetting the economic damage caused by carnivores.
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Affiliation(s)
- Kulbhushansingh R. Suryawanshi
- Nature Conservation Foundation, 3076/5, IV Cross Gokulam Park, Mysore 570002, India
- Snow Leopard Trust, 4649 Sunnyside Av. North, Suite 325, Seattle, WA 98103, USA
- Author for correspondence: Kulbhushansingh R. Suryawanshi e-mail:
| | - Stephen M. Redpath
- Institute of Biological and Environmental Sciences, The University of Aberdeen, 23 St Machar Drive, Aberdeen AB24 2TZ, UK
| | - Yash Veer Bhatnagar
- Nature Conservation Foundation, 3076/5, IV Cross Gokulam Park, Mysore 570002, India
- Snow Leopard Trust, 4649 Sunnyside Av. North, Suite 325, Seattle, WA 98103, USA
| | - Uma Ramakrishnan
- National Centre for Biological Sciences, TIFR Bangalore 560065, India
| | | | - Sophie C. Smout
- SMRU, University of St Andrews, St Andrews, Fife KY16 8LB, UK
| | - Charudutt Mishra
- Nature Conservation Foundation, 3076/5, IV Cross Gokulam Park, Mysore 570002, India
- Snow Leopard Trust, 4649 Sunnyside Av. North, Suite 325, Seattle, WA 98103, USA
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