Genetic Diversity and Phylogenetic Analysis of the Sumatran Rhino (Dicerorhinus Sumatrensis) Based on Environmental DNA

Emily Brown (1), Jaden Tan (2), Elena Roth (3)
(1) University of Melbourne, Australia,
(2) Singapore Institute of Technology, Singapore,
(3) University of Bern, Switzerland

Abstract

The Sumatran rhino (Dicerorhinus sumatrensis) remains one of the world’s most critically endangered mammals, and its rapid population decline has raised urgent concerns regarding the species’ genetic viability. Preserving its remaining genetic diversity is essential for designing effective conservation strategies, yet conventional sampling methods are invasive and logistically challenging. This study aims to investigate the genetic diversity and phylogenetic relationships of Sumatran rhinos using environmental DNA (eDNA) collected from peatland wallows and forest water sources across protected habitats. A combination of high-throughput sequencing, mitochondrial marker amplification, and Bayesian phylogenetic modeling was employed to reconstruct lineage structure and assess haplotype variability. The results reveal low overall genetic diversity but clear geographical clustering among northern and southern populations, suggesting historical isolation and limited gene flow. Several rare haplotypes were detected exclusively through eDNA, indicating that non-invasive molecular surveillance can uncover cryptic genetic signatures not captured by traditional methods. These findings highlight the species’ heightened risk of inbreeding and the need for genetically informed translocation or assisted reproduction programs. The study concludes that eDNA-based monitoring provides a robust, scalable tool for guiding long-term conservation management of D. sumatrensis

Full text article

Generated from XML file

References

Alhaboub, A., Deschenes, N. M., Li, X. X., Williams, V. R., Katz, K. C., Park, S. Y., Aftanas, P., Wong, H., Sjaarda, C., Tozer, K., Maguire, F., Leis, J., Sheth, P., & Kozak, R. (2025). Some assembly required: Comparison of bioinformatic pipelines for analysis of viral metagenomic sequencing from nosocomial respiratory virus outbreaks. Journal of Clinical Virology, 181, 105877. https://doi.org/https://doi.org/10.1016/j.jcv.2025.105877

Arnold, P., Döppes, D., Alberti, F., Füglistaler, A., Lindauer, S., Hoselmann, C., Friedrich, R., Hajdas, I., Dickinson, M., Menger, F., Paijmans, J. L. A., Dalén, L., Wegmann, D., Penkman, K. E. H., Barlow, A., Rosendahl, W., & Hofreiter, M. (2025). Ancient DNA and dating evidence for the dispersal of hippos into central Europe during the last glacial. Current Biology, 35(21), 5363-5371.e6. https://doi.org/https://doi.org/10.1016/j.cub.2025.09.035

Baxter, J. R., Kotze, A., de Bruyn, M., Matlou, K., Labuschagne, K., & Mwale, M. (2024). DNA barcoding of southern African mammal species and construction of a reference library for forensic application. Genome, 67(10), 378–391. https://doi.org/https://doi.org/10.1139/gen-2023-0050

Cabral-de-Mello, D. C., & Palacios-Gimenez, O. M. (2025). Repetitive DNAs: the ‘invisible’ regulators of insect adaptation and speciation. Current Opinion in Insect Science, 67, 101295. https://doi.org/https://doi.org/10.1016/j.cois.2024.101295

Cossu, C. A., Quan, M., Collins, N., Wentzel, J., de Klerk, L.-M., van Schalkwyk, L. O., Vorster, I., Oosthuizen, M. C., Neves, L., Bhoora, R. V., & van Heerden, H. (2025). Widespread infections with bacterial and protozoan tick-borne pathogens in 22 wildlife species across South African game reserves. Acta Tropica, 270, 107807. https://doi.org/https://doi.org/10.1016/j.actatropica.2025.107807

Dinh, T., & Gangestad, S. W. (2024). Mating fast and slow? Sociosexual orientations are not reflective of life history trajectories. Evolution and Human Behavior, 45(1), 27–40. https://doi.org/https://doi.org/10.1016/j.evolhumbehav.2023.08.002

Engels, I., Burnett, A., Robert, P., Pironneau, C., Abrams, G., Bouwmeester, R., Van der Plaetsen, P., Di Modica, K., Otte, M., Straus, L. G., Fischer, V., Bray, F., Mesuere, B., De Groote, I., Deforce, D., Daled, S., & Dhaenens, M. (2025). Classification of Collagens via Peptide Ambiguation, in a Paleoproteomic LC-MS/MS-Based Taxonomic Pipeline. Journal of Proteome Research, 24(4), 1907–1925. https://doi.org/https://doi.org/10.1021/acs.jproteome.4c00962

Ferreira, A. F. L., Osiro, K. O., de Oliveira, K. B. S., Cardoso, M. H., de Lima, L. R., Duque, H. M., Macedo, M. L. R., Landon, C., de la Fuente-Nunez, C., & Franco, O. L. (2024). Defensins identified through molecular de-extinction. Cell Reports Physical Science, 5(9), 102193. https://doi.org/https://doi.org/10.1016/j.xcrp.2024.102193

Hadfield, K. A., Chaisi, M. E., Cook, C. A., Netherlands, E. C., Lawton, S. P., Luus-Powell, W. J., Matthee, C. A., Penzhorn, B. L., van der Mescht, L., van Zyl, R. L., & Smit, N. J. (2025). The 5th International Congress on Parasites of Wildlife: parasitology talks in the African bush. Trends in Parasitology, 41(12), 1067–1079. https://doi.org/https://doi.org/10.1016/j.pt.2025.10.010

Hamad, M. H., Junsiri, W., Sumpanpae, T., Narapakdeesakul, D., & Taweethavonsawat, P. (2025). Metabarcoding characterization of gastrointestinal strongyle nematodes in captive Asian elephants (Elephas maximus) and white rhinoceroses (Ceratotherium simum) in a private zoo, Thailand. Infection, Genetics and Evolution, 134, 105817. https://doi.org/https://doi.org/10.1016/j.meegid.2025.105817

Han, Z., Zhu, H., Yang, Y., Wang, Y., Li, X., Zhu, J., Wu, Y., Fang, S., & Gu, S. (2026). Weizmannia coagulans BC99 alleviates pediatric allergic rhinitis via the gut microbiota-SCFAs- immunomodulatory axis: A randomized, double-blind, placebo-controlled trial. International Immunopharmacology, 168, 115787. https://doi.org/https://doi.org/10.1016/j.intimp.2025.115787

Hutchinson, A. M., Weberling, A., Endo, Y., & Bargaje, R. (2025). Outside the box: comparative stem cell insights for fertility biotechnology and conservation. F&S Reports, 6, 38–44. https://doi.org/https://doi.org/10.1016/j.xfre.2025.02.002

Irigoitia, M. M., Franzese, S., Alarcos, A. J., Arredondo, N. J., & Timi, J. T. (2025). An unusual new species at risk, parasite of a critically endangered guitarfish, Pseudobatos horkelii (Elasmobranchi: Rhinobatidae): insights into the phylogeny of Acanthobothrium (Cestoda: Onchoproteocephalidea). Zoologischer Anzeiger, 318, 120–131. https://doi.org/https://doi.org/10.1016/j.jcz.2025.07.008

Jiang, H., Jiang, M., & Zhang, Q. (2024). Coupled sulfur and nitrogen cycling at a catchment scale: insights from isotopic and molecular techniques. Water Research, 267, 122438. https://doi.org/https://doi.org/10.1016/j.watres.2024.122438

Jiang, J., Hu, D., & Pei, E. (2024). Integrated omics analysis reveals a correlation between gut microbiota and egg production in captive African penguins (Spheniscus demersus). Animal Reproduction Science, 263, 107448. https://doi.org/https://doi.org/10.1016/j.anireprosci.2024.107448

Khumalo, N., Ledwaba, M. B., Labuschagne, K., Voster, I., Oosthuizen, M., Mwale, M., & Chaisi, M. (2024). Identification of ticks and tick-borne pathogens of wildlife necropsy cases submitted to the SANBI National Zoological Gardens, South Africa. Veterinary Parasitology: Regional Studies and Reports, 55, 101105. https://doi.org/https://doi.org/10.1016/j.vprsr.2024.101105

Liu, X., Zhao, H., & Wong, A. (2024). Accounting for the health risk of probiotics. Heliyon, 10(6), e27908. https://doi.org/https://doi.org/10.1016/j.heliyon.2024.e27908

Majhi, B. K., Sarkar, M. S., Amonge, D. E., Momin, A. C., Dutta, S., Kumar, D., & Reddy, A. (2025). Conservation strategies for mammals in data-deficient regions: Analysing research trends and identifying conservation priority areas. Global Ecology and Conservation, 63, e03895. https://doi.org/https://doi.org/10.1016/j.gecco.2025.e03895

Mudavanhu, A., Goossens, E., Schols, R., Manyangadze, T., Nhiwatiwa, T., Lemmens, P., Huyse, T., & Brendonck, L. (2024). Ecosystem links: Anthropogenic activities, environmental variables, and macrophytes structure snail preferences in man-made waterbodies. Science of The Total Environment, 954, 176394. https://doi.org/https://doi.org/10.1016/j.scitotenv.2024.176394

Nardelli, F., & Heißig, K. (2025). A taxonomic review of the genus Rhinoceros with emphasis on the distinction of Eurhinoceros (Perissodactyla, Rhinocerotidae). ZooKeys, 1230, 303–333. https://doi.org/https://doi.org/10.3897/zookeys.1230.127858

Nguyen, V. T. H., Le-Huynh, T.-L., Gadola, S., Nguyen, Q., Walters, G., & Owuor, M. A. (2025). Local-global linkages in biodiversity governance: The regime complex of the convention on biological diversity agenda for nature pledges. Environmental Science & Policy, 173, 104246. https://doi.org/https://doi.org/10.1016/j.envsci.2025.104246

Potapova, O., & Potapov, E. (2025). Late Pleistocene mummified mammals (S. B. T.-E. of Q. S. (Third edition) Elias (ed.); pp. 541–568). Elsevier. https://doi.org/https://doi.org/10.1016/B978-0-323-99931-1.00275-0

Sebola, R. J., & Willis, C. K. (2025). The South African National Biodiversity Institute (SANBI) and its national botanical gardens: a historical review. South African Journal of Botany, 184, 1292–1312. https://doi.org/https://doi.org/10.1016/j.sajb.2025.06.046

Sharma, S., & Bangwal, B. (2026). Chapter 15 - Advancements in wildlife forensics (H. R. B. T.-I. and P. D. N. A. T. Dash (ed.); pp. 221–240). Academic Press. https://doi.org/https://doi.org/10.1016/B978-0-443-30128-5.00034-5

Smaoui, F., Taktak, A., Gargouri, S., Chtourou, A., Kharrat, R., Rebai, A., Feki-Berrajah, L., & Karray-Hakim, H. (2025). Impact of the COVID-19 pandemic on the molecular epidemiology of respiratory rhinoviruses and enteroviruses in Tunisia. Virology, 610, 110624. https://doi.org/https://doi.org/10.1016/j.virol.2025.110624

Wang, L., Huang, G., Li, G., Yuan, S., & Wei, F. (2025). Updating conservation metagenomics on the gut microbiome of threatened mammals. IScience, 28(7), 113000. https://doi.org/https://doi.org/10.1016/j.isci.2025.113000

Ward, C. T., Crowley, B. E., & Secord, R. (2024). Home on the range: A multi-isotope investigation of ungulate resource partitioning at Ashfall Fossil Beds, Nebraska, USA. Palaeogeography, Palaeoclimatology, Palaeoecology, 650, 112375. https://doi.org/https://doi.org/10.1016/j.palaeo.2024.112375

Watts, I. (2024). Blood symbolism at the root of symbolic culture? African hunter-gatherer perspectives. Journal of Anthropological Archaeology, 76, 101627. https://doi.org/https://doi.org/10.1016/j.jaa.2024.101627

Zhang, R.-D., Gao, F.-Z., Shi, Y.-J., Zhao, J.-L., Liu, Y.-S., He, L.-Y., & Ying, G.-G. (2024). Metagenomic investigation of antibiotic resistance genes and resistant bacteria contamination in pharmaceutical plant sites in China. Environmental Pollution, 357, 124482. https://doi.org/https://doi.org/10.1016/j.envpol.2024.124482

Zieritz, A., Gibbins, C., Cai, Y., Diba, F., Gan, L. X., Lopes-Lima, M., Mendoza, J. C. E., Morse, J., Ng, T. H., Toh, E. X. P., Pfeiffer, J., Low, B. W., Marwoto, R., Rahim, K. A. A., Shellman, B., Sulaiman, Z., Tan, Z. W., Wowor, D., Yusuf, N. S., & Yeo, D. C. J. (2024). Prioritising challenges and actions for freshwater conservation in a tropical biodiversity hotspot. Biological Conservation, 299, 110839. https://doi.org/https://doi.org/10.1016/j.biocon.2024.110839

Zilhão, J., d’Errico, F., Banks, W. E., & Teyssandier, N. (2024). A Data?Driven Paradigm Shift for the Middle?to?Upper Palaeolithic Transition and the Neandertal Debate. Quaternary Environments and Humans, 2(6), 100037. https://doi.org/https://doi.org/10.1016/j.qeh.2024.100037

Authors

Emily Brown
emilybrown@gmail.com (Primary Contact)
Jaden Tan
Elena Roth
Brown, E., Tan, J., & Roth, E. (2025). Genetic Diversity and Phylogenetic Analysis of the Sumatran Rhino (Dicerorhinus Sumatrensis) Based on Environmental DNA. Research of Scientia Naturalis, 2(6), 388–400. https://doi.org/10.70177/scientia.v2i6.2887

Article Details