1
|
Kidd A, Casteriano A, Krockenberger MB, Higgins DP, Wright BR. Koala MHCII association with chlamydia infertility remains equivocal: a need for new research approaches. Sci Rep 2024; 14:31074. [PMID: 39730801 DOI: 10.1038/s41598-024-82217-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 12/03/2024] [Indexed: 12/29/2024] Open
Abstract
Chlamydiosis is a common infectious disease impacting koalas and is a major cause of population decline due to resulting mortality and infertility. Polymorphisms of major histocompatibility complex (MHC) genes influence chlamydial disease outcomes in several species but koala studies have produced variable results. We aimed to identify the MHC II DAB and DBB repertoire of koalas from Liverpool Plains, NSW, a population heavily impacted by chlamydiosis. We compared variants between two studies, age cohorts and chlamydial infertility groups. Four DBB and eight DAB alleles were identified. The mean number of DAB alleles per individual increased and allele frequencies differed relative to a previous study, however the mean number of DBB alleles per individual decreased generationally, between age cohorts. DAB allele frequencies differed among fertility groups but contributing alleles could not be identified. While there is a likely role of MHCII in the complex pathogenesis of chlamydiosis, this study suggests that single gene association studies are not appropriate for understanding the impact of host genetics on koala chlamydiosis. A shift to larger multivariate studies is required to yield functional information on complex immunological interactions, and to inform targeted koala conservation across its diverse range and host-pathogen-environment contexts.
Collapse
Affiliation(s)
- Alana Kidd
- Sydney School of Veterinary Science, University of Sydney, Camperdown, NSW, 2006, Australia
| | - Andrea Casteriano
- Sydney School of Veterinary Science, University of Sydney, Camperdown, NSW, 2006, Australia
| | - Mark B Krockenberger
- Sydney School of Veterinary Science, University of Sydney, Camperdown, NSW, 2006, Australia
| | - Damien P Higgins
- Sydney School of Veterinary Science, University of Sydney, Camperdown, NSW, 2006, Australia
| | - Belinda R Wright
- Sydney School of Veterinary Science, University of Sydney, Camperdown, NSW, 2006, Australia.
| |
Collapse
|
2
|
Silver LW, McLennan EA, Beaman J, da Silva KB, Timms P, Hogg CJ, Belov K. Using bioinformatics to investigate functional diversity: a case study of MHC diversity in koalas. Immunogenetics 2024; 76:381-395. [PMID: 39367971 PMCID: PMC11496358 DOI: 10.1007/s00251-024-01356-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2024] [Accepted: 09/15/2024] [Indexed: 10/07/2024]
Abstract
Conservation genomics can greatly improve conservation outcomes of threatened populations, including those impacted by disease. Understanding diversity within immune gene families, including the major histocompatibility complex (MHC) and toll-like receptors (TLR), is important due to the role they play in disease resilience and susceptibility. With recent advancements in sequencing technologies and bioinformatic tools, the cost of generating high-quality sequence data has significantly decreased and made it possible to investigate diversity across entire gene families in large numbers of individuals compared to investigating only a few genes or a few populations previously. Here, we use the koala as a case study for investigating functional diversity across populations. We utilised previous target enrichment data and 438 whole genomes to firstly, determine the level of sequencing depth required to investigate MHC diversity and, secondly, determine the current level of diversity in MHC genes in koala populations. We determined for low complexity, conserved genes such as TLR genes 10 × sequencing depth is sufficient to reliably genotype more than 90% of variants, whereas for complex genes such as the MHC greater than 20 × and preferably 30 × sequencing depth is required. We used whole genome data to identify 270 biallelic SNPs across 24 MHC genes as well as copy number variation (CNV) within class I and class II genes and conduct supertype analysis. Overall, we have provided a bioinformatic workflow for investigating variation in a complex immune gene family from whole genome sequencing data and determined current levels of diversity within koala MHC genes.
Collapse
Affiliation(s)
- Luke W Silver
- School of Life and Environmental Sciences, The University of Sydney, Camperdown, NSW, 2006, Australia
- Australian Research Council Centre of Excellence for Innovations in Peptide and Protein Science, University of Sydney, Camperdown, NSW, 2006, Australia
| | - Elspeth A McLennan
- School of Life and Environmental Sciences, The University of Sydney, Camperdown, NSW, 2006, Australia
| | - Julian Beaman
- College of Science and Engineering, Flinders University, Bedford Park, South Australia, 5001, Australia
| | - Karen Burke da Silva
- College of Science and Engineering, Flinders University, Bedford Park, South Australia, 5001, Australia
| | - Peter Timms
- Genecology Research Centre, University of the Sunshine Coast, Sippy Downs, QLD, 4556, Australia
| | - Carolyn J Hogg
- School of Life and Environmental Sciences, The University of Sydney, Camperdown, NSW, 2006, Australia.
- Australian Research Council Centre of Excellence for Innovations in Peptide and Protein Science, University of Sydney, Camperdown, NSW, 2006, Australia.
| | - Katherine Belov
- School of Life and Environmental Sciences, The University of Sydney, Camperdown, NSW, 2006, Australia
- Australian Research Council Centre of Excellence for Innovations in Peptide and Protein Science, University of Sydney, Camperdown, NSW, 2006, Australia
| |
Collapse
|
3
|
Cui J, Batley KC, Silver LW, McLennan EA, Hogg CJ, Belov K. Spatial variation in toll-like receptor diversity in koala populations across their geographic distribution. Immunogenetics 2024; 77:5. [PMID: 39614880 PMCID: PMC11608166 DOI: 10.1007/s00251-024-01365-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2024] [Accepted: 11/25/2024] [Indexed: 01/29/2025]
Abstract
The koala (Phascolarctos cinereus) is an iconic Australian species that is listed as endangered in the northern parts of its range due to loss of habitat, disease, and road deaths. Diseases contribute significantly to the decline of koala populations, primarily Chlamydia and koala retrovirus. The distribution of these diseases across the species' range, however, is not even. Toll-like receptors (TLRs) play a crucial role in innate immunity by recognising and responding to various pathogens. Variations in TLR genes can influence an individual's susceptibility or resistance to infectious diseases. The aim of this study was to identify koala TLR diversity across the east coast of Australia using 413 re-sequenced genomes at 30 × coverage. We identified 45 single-nucleotide polymorphisms (SNP) leading to 51 alleles within ten TLR genes. Our results show that the diversity of TLR genes in the koala forms four distinct genetic groups, which are consistent with the diversity of the koala major histocompatibility complex (MHC), another key immune gene family. The bioinformatics approach presented here has broad applicability to other threatened species with existing genomic resources.
Collapse
Affiliation(s)
- Jian Cui
- School of Life and Environmental Sciences, The University of Sydney, Sydney, NSW, 2006, Australia
| | - Kimberley C Batley
- School of Life and Environmental Sciences, The University of Sydney, Sydney, NSW, 2006, Australia
| | - Luke W Silver
- School of Life and Environmental Sciences, The University of Sydney, Sydney, NSW, 2006, Australia
- ARC Centre of Excellence for Innovations in Peptide and Protein Science, The University of Sydney, Sydney, NSW, Australia
| | - Elspeth A McLennan
- School of Life and Environmental Sciences, The University of Sydney, Sydney, NSW, 2006, Australia
| | - Carolyn J Hogg
- School of Life and Environmental Sciences, The University of Sydney, Sydney, NSW, 2006, Australia.
- ARC Centre of Excellence for Innovations in Peptide and Protein Science, The University of Sydney, Sydney, NSW, Australia.
| | - Katherine Belov
- School of Life and Environmental Sciences, The University of Sydney, Sydney, NSW, 2006, Australia
- ARC Centre of Excellence for Innovations in Peptide and Protein Science, The University of Sydney, Sydney, NSW, Australia
| |
Collapse
|
4
|
Kayesh MEH, Hashem MA, Tsukiyama-Kohara K. Epidemiology, Transmission Mode, and Pathogenesis of Chlamydia pecorum Infection in Koalas ( Phascolarctos cinereus): An Overview. Animals (Basel) 2024; 14:2686. [PMID: 39335275 PMCID: PMC11440102 DOI: 10.3390/ani14182686] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Revised: 09/10/2024] [Accepted: 09/11/2024] [Indexed: 09/30/2024] Open
Abstract
Chlamydial infections pose a significant threat to koala populations. Chlamydia pecorum (C. pecorum) remains the major chlamydial species affecting koala health, both in the wild and in captivity, and chlamydial infections are considered important factors affecting the long-term survival of koalas. A clear understanding of chlamydial infections, including the epidemiology, transmission mode, pathogenesis, immune response, control, and prevention thereof, is essential for improving the management of chlamydial infections in koalas. In this study, we discuss the important advances made in our understanding of C. pecorum infection in koalas, focusing on the epidemiology of chlamydial infections, and the transmission, pathogenesis, immune response, and control strategies for chlamydial infection, with the aim of improving koala health and achieving effective conservation strategies.
Collapse
Affiliation(s)
- Mohammad Enamul Hoque Kayesh
- Department of Microbiology and Public Health, Faculty of Animal Science and Veterinary Medicine, Patuakhali Science and Technology University, Barishal 8210, Bangladesh
| | - Md Abul Hashem
- Department of Cell and Developmental Biology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Kyoko Tsukiyama-Kohara
- Transboundary Animal Diseases Centre, Joint Faculty of Veterinary Medicine, Kagoshima University, Kagoshima 890-0065, Japan
| |
Collapse
|
5
|
Silver LW, Hogg CJ, Belov K. Plethora of New Marsupial Genomes Informs Our Knowledge of Marsupial MHC Class II. Genome Biol Evol 2024; 16:evae156. [PMID: 39031605 PMCID: PMC11305139 DOI: 10.1093/gbe/evae156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 05/22/2024] [Accepted: 06/24/2024] [Indexed: 07/22/2024] Open
Abstract
The major histocompatibility complex (MHC) plays a vital role in the vertebrate immune system due to its role in infection, disease and autoimmunity, or recognition of "self". The marsupial MHC class II genes show divergence from eutherian MHC class II genes and are a unique taxon of therian mammals that give birth to altricial and immunologically naive young providing an opportune study system for investigating evolution of the immune system. Additionally, the MHC in marsupials has been implicated in disease associations, including susceptibility to Chlamydia pecorum infection in koalas. Due to the complexity of the gene family, automated annotation is not possible so here we manually annotate 384 class II MHC genes in 29 marsupial species. We find losses of key components of the marsupial MHC repertoire in the Dasyuromorphia order and the Pseudochiridae family. We perform PGLS analysis to show the gene losses we find are true gene losses and not artifacts of unresolved genome assembly. We investigate the associations between the number of loci and life history traits, including lifespan and reproductive output in lineages of marsupials and hypothesize that gene loss may be linked to the energetic cost and tradeoffs associated with pregnancy and reproduction. We found support for litter size being a significant predictor of the number of DBA and DBB loci, indicating a tradeoff between the energetic requirements of immunity and reproduction. Additionally, we highlight the increased susceptibility of Dasyuridae species to neoplasia and a potential link to MHC gene loss. Finally, these annotations provide a valuable resource to the immunogenetics research community to move forward and further investigate diversity in MHC genes in marsupials.
Collapse
Affiliation(s)
- Luke W Silver
- School of Life and Environmental Sciences, The University of Sydney, Sydney, New South Wales 2006, Australia
| | - Carolyn J Hogg
- School of Life and Environmental Sciences, The University of Sydney, Sydney, New South Wales 2006, Australia
- Australian Research Council Centre of Excellence for Innovations in Peptide and Protein Science, University of Sydney, Sydney, New South Wales 2006, Australia
| | - Katherine Belov
- School of Life and Environmental Sciences, The University of Sydney, Sydney, New South Wales 2006, Australia
- Australian Research Council Centre of Excellence for Innovations in Peptide and Protein Science, University of Sydney, Sydney, New South Wales 2006, Australia
| |
Collapse
|
6
|
Hogg CJ, Silver L, McLennan EA, Belov K. Koala Genome Survey: An Open Data Resource to Improve Conservation Planning. Genes (Basel) 2023; 14:genes14030546. [PMID: 36980819 PMCID: PMC10048327 DOI: 10.3390/genes14030546] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 02/15/2023] [Accepted: 02/20/2023] [Indexed: 02/24/2023] Open
Abstract
Genome sequencing is a powerful tool that can inform the management of threatened species. Koalas (Phascolarctos cinereus) are a globally recognized species that captured the hearts and minds of the world during the 2019/2020 Australian megafires. In 2022, koalas were listed as ‘Endangered’ in Queensland, New South Wales, and the Australian Capital Territory. Populations have declined because of various threats such as land clearing, habitat fragmentation, and disease, all of which are exacerbated by climate change. Here, we present the Koala Genome Survey, an open data resource that was developed after the Australian megafires. A systematic review conducted in 2020 demonstrated that our understanding of genomic diversity within koala populations was scant, with only a handful of SNP studies conducted. Interrogating data showed that only 6 of 49 New South Wales areas of regional koala significance had meaningful genome-wide data, with only 7 locations in Queensland with SNP data and 4 locations in Victoria. In 2021, we launched the Koala Genome Survey to generate resequenced genomes across the Australian east coast. We have publicly released 430 koala genomes (average coverage: 32.25X, range: 11.3–66.8X) on the Amazon Web Services Open Data platform to accelerate research that can inform current and future conservation planning.
Collapse
|
7
|
Tkaczynski A, Rundle‐Thiele S. Koala conservation in South East Queensland: A grey literature review analysis. CONSERVATION SCIENCE AND PRACTICE 2023. [DOI: 10.1111/csp2.12874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Affiliation(s)
- Aaron Tkaczynski
- Faculty of Business, Economics and Law University of Queensland St Lucia Queensland Australia
| | | |
Collapse
|
8
|
Cristescu RH, Strickland K, Schultz AJ, Kruuk LEB, de Villiers D, Frère CH. Susceptibility to a sexually transmitted disease in a wild koala population shows heritable genetic variance but no inbreeding depression. Mol Ecol 2022; 31:5455-5467. [PMID: 36043238 PMCID: PMC9826501 DOI: 10.1111/mec.16676] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Revised: 08/19/2022] [Accepted: 08/23/2022] [Indexed: 01/11/2023]
Abstract
The koala, one of the most iconic Australian wildlife species, is facing several concomitant threats that are driving population declines. Some threats are well known and have clear methods of prevention (e.g., habitat loss can be reduced with stronger land-clearing control), whereas others are less easily addressed. One of the major current threats to koalas is chlamydial disease, which can have major impacts on individual survival and reproduction rates and can translate into population declines. Effective management strategies for the disease in the wild are currently lacking, and, to date, we know little about the determinants of individual susceptibility to disease. Here, we investigated the genetic basis of variation in susceptibility to chlamydia using one of the most intensively studied wild koala populations. We combined data from veterinary examinations, chlamydia testing, genetic sampling and movement monitoring. Out of our sample of 342 wild koalas, 60 were found to have chlamydia. Using genotype information on 5007 SNPs to investigate the role of genetic variation in determining disease status, we found no evidence of inbreeding depression, but a heritability of 0.11 (95% CI: 0.06-0.23) for the probability that koalas had chlamydia. Heritability of susceptibility to chlamydia could be relevant for future disease management, as it suggests adaptive potential for the population.
Collapse
Affiliation(s)
- Romane H. Cristescu
- Global Change Ecology Research GroupUniversity of the Sunshine CoastSippy DownsQueenslandAustralia
| | - Kasha Strickland
- Institute of Ecology and EvolutionUniversity of EdinburghEdinburghUK
| | - Anthony J. Schultz
- Global Change Ecology Research GroupUniversity of the Sunshine CoastSippy DownsQueenslandAustralia,Icelandic Museum of Natural History (Náttúruminjasafn Íslands)ReykjavikIceland
| | - Loeske E. B. Kruuk
- Institute of Ecology and EvolutionUniversity of EdinburghEdinburghUK,Research School of BiologyAustralian National UniversityCanberraAustralian Capital TerritoryAustralia
| | | | - Céline H. Frère
- School of Biological SciencesUniversity of QueenslandSt LuciaQueenslandAustralia
| |
Collapse
|