Skip to main content

Advertisement

Log in

Regional Comparison of Snow Leopard (Panthera uncia) Diet using DNA Metabarcoding

  • Original Paper
  • Published:
Biodiversity and Conservation Aims and scope Submit manuscript

Abstract

Application of next-generation sequencing (NGS) to DNA metabarcoding can greatly increase the understanding of predator–prey dynamics and the conflict between wildlife and humans, but remains underutilized for carnivores such as the threatened snow leopard (Panthera uncia). To date, this technique was hindered by the difficulty in discerning closely related caprines (Caprinae). We identified a segment of mitochondrial cytochrome c oxidase subunit 1 (MT-CO1) to differentiate these prey, and used this marker in tandem with a portion of mitochondrial 12S rRNA (MT-RNR1) to determine dietary items in 165 genetically confirmed snow leopard scats from four range countries. Identified prey species consisted of ten medium to large mammals, three small mammals, and two birds. The dominant prey consumed varied by country, with markhor (Capra falconeri) most prevalent in Pakistan, Siberian ibex (C. sibirica) in Mongolia and Kyrgyzstan, and blue sheep (Pseudois nayaur) in China. Livestock comprised 31% of diet occurrences from Pakistan and 15% from Mongolia. Domestic livestock included goat (C. aegagrus hircus), sheep (Ovis aries), bovids (Bos taurus, B. grunniens, and potentially hybrids), and horse (Equus caballus). Protection and management of regionally specific wild prey is crucial for sustaining snow leopard populations, although overall dietary breadth suggests that snow leopards may exploit other species if necessary, including livestock. Additional sampling efforts across seasons, years, regions, and areas with varying degrees of livestock depredation are needed. MT-CO1 in conjunction with MT-RNR1 can be applied to other carnivore diet studies, making it an important tool for conservation and research, particularly in ecosystems with pastoral communities.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+ Basic
EUR 32.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or Ebook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Data availability

The datasets generated and analyzed for the current study ae available in the Dryad repository (https://datadryad.org/stash).

References

  • Anwar MB, Jackson R, Nadeem MS, Janecka JE, Hussain S, Beg MA, Muhammad G, Qayyum M (2011) Food habits of the snow leopard Panthera uncia (Schreber, 1775) in Baltistan, northern Pakistan. Eur J Wildl Res 57:1077–1083

    Google Scholar 

  • Aryal A, Brunton D, Ji W, Barraclough RK, Raubenheimer D (2014) Human-carnivore conflict: ecological and economical sustainability of predation on livestock by snow leopard and other carnivores in the Himalaya. Sustain Sci 9:321–329

    Google Scholar 

  • Bagchi S, Sharma R, Bhatnagar Y (2020) Change in snow leopard predation on livestock after revival of wild prey in the Trans-Himalaya. Wildl Biol wlb.00583

  • Beaz-Hidalgo R, Hossain MJ, Liles MR, Figueras MJ (2015) Strategies to avoid wrongly labeled genomes using an example the detected wrong taxonomic affiliation for Aeromonas genomes in the GenBank database. PLoS ONE 10(1):e0115813

    PubMed  PubMed Central  Google Scholar 

  • Bibi F (2013) A multi-calibrated mitochondrial phylogeny of extant Bovidae (Artiodactyla, Ruminantia) and the importance of the fossil record to systematics. BMC Evol Biol 13:166

    PubMed  PubMed Central  Google Scholar 

  • Bohmann K, Monadjem A, Joer CL, Rasmussen M, Zeale MRK, Clare E, Jones G, Willerslev E, Gilbert MTP (2011) Molecular diet analysis of two African free-tailed bats (Molossidae) using high throughout put sequencing. PLoS ONE 6:e21441

    CAS  PubMed  PubMed Central  Google Scholar 

  • Bucklin A, Steinke D, Blanco-Bercial L (2011) DNA barcoding of marine metazoa. Annu Rev of Mar Sci 3:471–508

    Google Scholar 

  • Chen F, Wang J, Jin L, Zhang Q, Li J, Chen J (2009) Rapid warming in mid-latitude central Asia for the past 100 years. Front Earth Sci China 3:42–50

    CAS  Google Scholar 

  • Chetri M, Odden M, Wegge P (2017) Snow leopard and Himalayan wolf: food habits and prey selection in the central Himalayas, Nepal. PLoS ONE 12:e0170549

    PubMed  PubMed Central  Google Scholar 

  • Clayton E (2016) Marmota sibirica. The IUCN List of Threatened Species 2016: eT12832A22258643. https://dx.doi.org/https://doi.org/10.2305/IUCN.UK.2016-2.RLTS.T12832A22258643.en. Accessed 7 June 2020.

  • de Sousa LL, Silva SM, Xavier R (2019) DNA metabarcoding in diet studies: unveiling ecological aspects in aquatic and terrestrial ecosystems. Environ DNA 1:199–214

    Google Scholar 

  • Deagle BE, Tollit DJ, Jarman SN, Hindell MA, Trites AW, Gales NJ (2005) Molecular scatology as a tool to study diet, analysis of prey DNA in scats from captive Steller sea lions. Mol Ecol 14:1831–1842

    CAS  PubMed  Google Scholar 

  • Edgar RC (2004) MUSCLE: multiple sequence alignment with high accuracy and high throughput. Nucleic Acids Res 32:1792–1797

    CAS  PubMed  PubMed Central  Google Scholar 

  • Farrington JD (2016) Harvesting of caterpillar fungus and wood by local people. In: McCarthy T, Mallon D (eds) Snow Leopards: Biodiversity of the World: Conservation from Genes to Landscapes. Elsevier, Amsterdam, Netherlands, pp 127–131

    Google Scholar 

  • Farrington JD, Tsering D (2019) Human-snow leopard conflict in the Chang Tang region of Tibet, China. Biol Conserv 237:504–513

    Google Scholar 

  • Forrest JL, Wikramanayake E, Shrestha R, Areendran G, Gyeltshen K, Maheshwari A, Mazundar S, Naidoo R, Thapa GJ, Thapa K (2012) Conservation and climate change: assessing the vulnerability of snow leopard habitat to tree line shift in the Himalaya. Biol Conserv 150:129–135

    Google Scholar 

  • Harris RB (2014) Pseudois nayaur. The IUCN Red List of Threatened Species 2014. e.T61513537A64313015. http://dx.doi.org/https://doi.org/10.2305/IUCN.UK.2014-3.RLTS.T61513537A64313015.en. Accessed 7 April 2019.

  • Harris RB, Reading R (2008) Ovis ammon. The IUCN Red List of Threatened Species 2008: e.T15733A5074694. http://dx.doi.org/https://doi.org/10.2305/IUCN.UK.2008.RLTS.T15733A5074694.en. Accessed 7 April 2019.

  • Hebert PDN, Ratnasingham S, deWaard JR (2003) Barcoding animal life, cytochrome c oxidase subunit 1 divergences among closely related species. R Soc of Lond B, Biol Sci 270:S96–S99

    CAS  Google Scholar 

  • Heilmann M, Lkhagvasuren A, Adyasuren T, Khishgee B, Bold B, Ankhanbaatar U, Fusheng G, Raizman E, Dietze K (2020) African swine fever in Mongolia: course of the epidemic and applied control measures. Vet Sci. https://doi.org/10.3390/vetsci7010024

    Article  PubMed  PubMed Central  Google Scholar 

  • HGNC (2019) HUGO Gene Nomenclature Committee. https://www.genenames.org/. Accessed 6 Sep 2019.

  • Home C, Pal R, Sharma RK, Suryawanshi KR, Bhatnagar YV, Vanak AT (2017) Commensal in conflict: livestock depredation patterns by free-ranging domestic dogs in the Upper Spiti Landscape, Himachal Pradesh, India. Ambio 46:655–666

    PubMed  PubMed Central  Google Scholar 

  • Hussain S (2003) The status of the snow leopard in Pakistan and its conflict with local farmers. Oryx 37:26–33

    Google Scholar 

  • Jackson RM (1996) Home range, movements and habitat use of snow leopard (Uncia uncia) in Nepal. Dissertation, University of London

  • Jackson R, Wangchuk R (2001) Linking snow leopard conservation and people-wildlife conflict resolution: grassroots measures to protect the endangered snow leopard from herder retribution. Endanger Species UPDATE 18:138–141

    Google Scholar 

  • Janecka JE, Jackson R, Yuguang Z, Diqiang L, Munkhtsog B, Buckley-Beason V, Murphy WJ (2008) Population monitoring of snow leopards using noninvasive collection of scat samples: a pilot study. Anim Conserv 11:401–411

    Google Scholar 

  • Janecka JE, Munkhtsog B, Jackson RM, Naranbaatar G, Mallon DP, Murphy WJ (2011) Comparison of noninvasive genetic and camera-trapping techniques for surveying snow leopards. J Mamm 92:771–783

    Google Scholar 

  • Janecka JE, Jackson R, Munkhtsog B, Murphy WJ (2014) Characterization of 9 microsatellites and primers in snow leopards and a species-specific PCR assay for identifying noninvasive samples. Conserv Genet Resour 6:369–373

    Google Scholar 

  • Janecka JE, Hacker CE, Broderick J, Pulugulla S, Auron P, Ringling M, Nelson B, Munkhtsog B, Hussain S, Davis G, B, Jackson R, (2020) Noninvasive genetics and genomics sheds light on the status, phylogeography, and evolution of the elusive snow leopard. In: Ortega J, Maldonado JE (eds) Conservation Genetics in Mammals-Integrative Research Using Novel Approaches. Springer, Switzerland, pp 83–120

    Google Scholar 

  • Johansson Ö, McCarthy T, Samelius G, Andren H, Tumusukh L, Mishra C (2015) Snow leopard predation in a livestock dominated landscape in Mongolia. Biol Conserv 184:251–258

    Google Scholar 

  • Johansson Ö, Rauset GR, Samelius G, McCarthy T, Andrén H, Tumursukj L, Mishra C (2016) Land sharing is essential for snow leopard conservation. Biol Conserv 203:1–7

    Google Scholar 

  • Jumabay-Uulu K, Wegge P, Mishra C, Sharma K (2014) Large carnivores and low diversity of optimal prey: a comparison of the diets of snow leopards Panthera uncia and wolves Canis lupus in Sarychat-Ertash Reserve in Kyrgyzstan. Oryx 48:529–535

    Google Scholar 

  • Jumabay-Uulu K, Wegge P, Mishra C, Sharma K (2017) Large carnivores and low diversity of optimal prey: a comparison of diets of snow leopards Panthera uncia and wolves Canis lupus in Sarychat-Ertash Reserve in Kyrgyzstan. Oryx 48:529–535

    Google Scholar 

  • Keuling O, Leus K (2019) Sus scrofa. The IUCN Red List of Threatened Species 2019. E.T41775A44141833.https://dx.dox.org/https://doi.org/10.2305/IUCN.UK.2019-3.RLTS.T41775A44141833.en. Accessed 7 July 2020.

  • Khatoon R, Hussain I, Anwar M, Nawaz MA (2017) Diet selection of snow leopard (Panthera uncia) in Chitral, Pakistan. Turk J Zool 41:914–923

    Google Scholar 

  • King RA, Read DS, Traugott M, Symondson OC (2008) Molecular analysis of predation, a review of best practice for DNA-based approaches. Mol Ecol 17:947–963

    CAS  PubMed  Google Scholar 

  • King RA, Symondson WOC, Thomas RJ (2015) Molecular analysis of faecal samples from birds to identify potential crop pests and useful biocontrol agents in natural areas. Bull Entomol Res 105:261–171

    CAS  PubMed  Google Scholar 

  • Kumar S, Stecher G, Tamura K (2016) MEGA7: Molecular evolutionary genetic analysis version 7.0 for bigger datasets. Mol Biol and Evol 33:1870–1874

    CAS  Google Scholar 

  • Leray M, Meyer CP, Mills SC (2015) Metabarcoding dietary analysis of coral dwelling predatory fish demonstrates the minor contribution of coral mutualists to their highly partitioned, generalist diet. PeerJ 3:31047

    Google Scholar 

  • Lhagvasuren B, Munkhtsog B (2000) The yak population in Mongolia and its relation with snow leopards as a prey species. In: Jianlin H, Richard C, Hanotte O, McVeigh C, Rege JEO (ed) Yak production in central Asian highlands, Proceedings of the third international congress on yak held in Lhasa, P.R. China, 4–9 September 2000. International Livestock Research Institute, Nairobi, Kenya, pp 69–75

  • Li J, McCarthy TM, Wang H, Weckworth BV, Schaller GB, Mishra C, Lu Z, Beissinger SR (2016) Climate refugia of snow leopards in High Asia. Biol Conserv 203:188–196

    Google Scholar 

  • Lovari S, Mishra C (2016) Living on the edge: depletion of wild prey and survival of the snow leopard. In: McCarthy T, Mallon D (ed) Snow Leopards: Biodiversity of the World: Conservation from Genes to Landscapes Elsevier, Amsterdam, Netherlands, pp 69–76

  • Lovari S, Ventimiglia M, Minder I (2013) Food habits of two leopard species, competition, climate change and upper treeline: a way to the decrease of an endangered species? Ethol Ecol & Evol 25:305–318

    Google Scholar 

  • Lyngdoh S, Shrotriya S, Goyal SP, Clements H, Hayward MW, Habib B (2014) Prey preferences of the snow leopard (Panthera uncia): Regional diet specificity holds global significance for conservation. PLoS ONE 9:e88349

    PubMed  PubMed Central  Google Scholar 

  • Murphy WJ, O’Brien SJ (2007) Designing and optimizing comparative anchor primers for comparative gene mapping and phylogenetic inference in mammals. Nat Protoc 2:3022–3030

    CAS  PubMed  Google Scholar 

  • National Statistics Office of Mongolia (NSO) (2019) www.en.nso.mn. Accessed 25 Nov 2019.

  • Nowell K, Li J, Paltsyn M, Sharma RK (2016) An ounce of prevention: snow leopard crime revisited. TRAFFIC, Cambridge, UK

    Google Scholar 

  • Pompanon F, Deagle BE, Symondson WO, Brown DS, Jarman SN, Taberlet P (2012) Who is eating what: diet assessment using next generation sequencing. Mol Ecol 21:1931–1950

    CAS  PubMed  Google Scholar 

  • Proutski V, Homes E (1998) SWAN: sliding window analysis of nucleotide sequence variability. Bioinform 14:467–468

    CAS  Google Scholar 

  • Reading R, Shank C (2008) Capra sibirica. The IUCN Red List of Threatened Species 2008: e.T42398A10695735. http://dx.doi.org/https://doi.org/10.2305/IUCN.UK.2008.RLTS.T42398A10695735.en. Accessed 7 April 2019.

  • Riaz T, Shehzad W, Viari A, Fo P, Taberlet P et al (2011) ecoPrimers: inference of new DNA barcode markers from whole genome sequence analysis. Nucleic Acid Res 39:11

    Google Scholar 

  • Robeson MS II, Khanipov K, Golovko G, Wisely SM, White MD, Kodenchuck M, Smyser TJ, Fofanov Y, Fierer N, Piaggio AJ (2017) Assessing the utility of metabarcoding for diet analyses of the omnivorous pig (Sus scrofa). Ecol Evol 8:185–196

    PubMed  PubMed Central  Google Scholar 

  • Schaller GB, Junrang R, Mingjiang Q (1988) Status of the snow leopard (Panthera uncia) in Qinghai and Gansu provinces, China. Biol Conserv 45:179–194

    Google Scholar 

  • Schreber JCD (1775) Felis uncia. Die Säugthiere in Abbildungen nach der Natur. Tafeln 100:1774–1855

    Google Scholar 

  • Shehzad W, McCarthy TM, Pompanon F, Purevjav L, Coissac E, Riaz T, Taberlet P (2012a) Prey preference of snow leopard (Panthera uncia) in south Gobi, Mongolia. PLoS ONE 2:e32104

    Google Scholar 

  • Shehzad W, Riaz T, Nawaz MA, Miquel C, Poillot C, Shah SA, Pompanon F, Coissac E, Taberlet P (2012b) Carnivore diet analysis based on next-generation sequencing: application to the leopard cat (Prionailurus bengalensis) in Pakistan. Mol Ecol 21:1951–1965

    CAS  PubMed  Google Scholar 

  • Shrestha B, Alhartza J, Kindlmann P (2018) Diet and prey selection by snow leopards in the Nepalese Himalayas. PLoS ONE 13(12):e026310

    Google Scholar 

  • Simpson EH (1949) Measurement of diversity. Nature 163:688

    Google Scholar 

  • Snow Leopard Network (2014) Snow leopard survival strategy – summary version. https://snowleopardconservancy.org/wpcontent/uploads/2014/10/Snow_Leopard_Survival_Strategy_2014.1-reduced-size.pdf. Accessed 7 July 2020.

  • Suryawanshi KR, Bhatnagar YV, Redpath S, Mishra C (2013) People, predators and perceptions: patterns of livestock depredation by snow leopards and wolves. J Appl Ecol 50:550–560

    Google Scholar 

  • Suryawanshi KR, Redpath SM, Bhatnagar YV, Ramakrishnan U, Chaturvedi V, Smout SC, Mishra C (2017) Impact of wild prey availability on livestock predation by snow leopards. Royal Soc Open Sci 4:170026

    Google Scholar 

  • Symondson WOC (2002) Molecular identification of prey in predator diets. Mol Ecol 11:627–641

    CAS  PubMed  Google Scholar 

  • Untergasser A, Cutcutache I, Koressaar T, Ye J, Faircloth BC, Remm M, Rozen SG (2012) Primer3 - new capabilities and interfaces. Nucleic Acids Res 40:e115

    CAS  PubMed  PubMed Central  Google Scholar 

  • Valentini A, Pompanon R, Taberlet P (2008) DNA barcoding for ecologists. Trends Ecol and Evol 24:110–117

    Google Scholar 

  • Wegge P, Shrestha R, Flagstad Ø (2012) Snow leopard Panthera uncia predation on livestock and wild prey in a mountain valley in northern Nepal: implications for conservation management. Wildl Biol 18:131–141

    Google Scholar 

  • Winkler D (2009) Caterpillar fungus (Ophiocordyceps sinensis) production and sustainability on the Tibetan Plateau and in the Himalayas. Asian Med 5:291–316

    Google Scholar 

  • Xiong M, Wang DBuH, Zhang SX, D, Li S, Wang R, Yao M, (2017) Molecular dietary analysis of two sympatric felids in the Mountains of Southwest China biodiversity hotspot and conservation implications. Sci Rep 7:41909

    CAS  PubMed  PubMed Central  Google Scholar 

  • Zhiryakov YK, Baidavletov RZ (2002) Ecology and behavior of the snow leopard in Kazakhstan. Selevinia 1–4:184–199

    Google Scholar 

Download references

Acknowledgements

We would like to thank the following for assistance: Dr. William Horne, Al Muatasim Al Zadjali, Colton Ames, and Nickolas Walker. We would also like to thank the two anonymous reviewers who assisted in improving this manuscript.

Funding

This project was funded by the Snow Leopard Conservancy (G1900014, G2000019), Cleveland Metroparks Zoo (G1800082), World Wildlife Fund (G1700034), Panthera & The Andrew Sabin Family Foundation (G1900011, G2000017), and the Chicago Zoological Society Chicago Board of Trade Endangered Species Fund (G1900014).

Author information

Authors and Affiliations

Authors

Contributions

CEH, MJ, and JEJ contributed to study concept and design and acquired funding for the study. SH and GM coordinated and collected the scat samples from Pakistan. BM, BM, CB, and GB coordinated and collected scat samples from Mongolia. YZ, DL, YL, XL, and XB coordinated and collected scat samples from China. JDF, FB, AA, and OK coordinated and collected scat samples from Kyrgyzstan. All co-authors from snow leopard range countries served as local experts for their respective countries. CEH and JEJ performed sequencing laboratory work and data analysis. MJ performed preliminary analyses for the study. CEH wrote the manuscript. JEJ, BW, RJ, and JDF edited the manuscript and provided additional expertise.

Corresponding author

Correspondence to Jan E. Janecka.

Ethics declarations

Conflicts of interest

The author declares that they have no conflict of interest.

Consent for publication

All authors consent to publication.

Additional information

Communicated by Karen E. Hodges.

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 213 KB)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Hacker, C.E., Jevit, M., Hussain, S. et al. Regional Comparison of Snow Leopard (Panthera uncia) Diet using DNA Metabarcoding. Biodivers Conserv 30, 797–817 (2021). https://doi.org/10.1007/s10531-021-02118-6

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10531-021-02118-6

Keywords

Navigation