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Lost but not forgotten: MHC genotypes predict overwinter survival despite depauperate MHC diversity in a declining frog

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Abstract

The amphibian disease chytridiomycosis, caused by the fungus Batrachochytrium dendrobatidis (Bd), has contributed to the decline of Chiricahua leopard frogs (Rana chiricahuensis), a federally threatened species native to the Southwestern United States. We characterized immunogenetic variability in R. chiricahuensis by sequencing an expressed Major Histocompatibility Complex (MHC) class IIβ gene across 13 natural populations in Arizona, USA, as well as 283 individuals that were captive reared from two egg masses. We recovered a total of five class IIβ MHC alleles compared to 84 alleles previously characterized in eight natural populations of the Arizona congener R. yavapaiensis, demonstrating reduced MHC diversity in R. chiricahuensis. One allele was fixed in five populations but none of the R. chiricahuensis alleles were closely related to R. yavapaiensis allele Q, which is significantly associated with chytridiomycosis resistance in laboratory trials. Nine of 13 R. chiricahuensis population localities were Bd positive, and bearing allele RachDRB*04 was the best genetic predictor of an individual being infected with Bd. A total of three class IIβ alleles were recovered from captive reared individuals, which were released to two natural population localities followed by recapture surveys to assess MHC-based survival over winter, the time when chytridiomycosis outbreaks are most severe. At one site, all released animals were fixed for a single allele and MHC-based survival could not be assessed. At the second site, fewer than half of the released but all of the recaptured individuals were homozygous for RachDRB*05, indicating that MHC genotype is important in determining Bd survival under natural field conditions. We conclude that the limited MHC variation in R. chiricahuensis is likely the consequence rather than the cause of natural selection favoring alleles that promote survival in the face of Bd. Our study highlights that preserving even low levels of functional genetic variation may be essential for population persistence, and that local disease adaptation may present as a reduction in genetic diversity. These finding also suggest that for populations that have declined due to a specific infectious pathogen, MHC-based genetically-informed reintroduction approaches may enhance species recovery efforts.

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References

  • Altizer S, Harvell D, Friedle E (2003) Rapid evolutionary dynamics and disease threats to biodiversity. Trends Ecol Evol 18:589–596

    Article  Google Scholar 

  • Babik W, Durka W, Radwan J (2005) Sequence diversity of the MHC DRB gene in the Eurasian beaver (Castor fiber). Mol Ecol 14:4249–4257

    Article  CAS  PubMed  Google Scholar 

  • Babik W, Pabijan M, Radwan J (2008) Contrasting patterns of variation in MHC loci in the Alpine newt. Mol Ecol 17:2339–2355

    Article  CAS  PubMed  Google Scholar 

  • Bataille A, Cashins SD, Grogan L, Skerratt LF, Hunter D, McFadden M, Scheele B, Brannelly LA, Macris A, Harlow PS, Bell S, Berger L, Waldman B (2015) Susceptibility of amphibians tochytridiomycosis is associated with MHC class II conformation. Proc R Soc Lond B 282:20143127

    Article  Google Scholar 

  • Becker CG, Greenspan SE, Tracy KE, Dash JA, Lambertini C, Jenkinson TS, Leite DS, Toledo LF, Longcore JE, James TY, Zamudio KR (2017) Variation in phenotype and virulence among enzootic and panzootic amphibian chytrid lineages. Fungal Ecol 26:45–50

    Article  Google Scholar 

  • Berger L, Speare R, Daszak P, Green DE, Cunningham AA, Goggin CL, Slocombe R, Ragan MA, Hyatt AD, McDonald KR, Hines HB (1998) Chytridiomycosis causes amphibian mortality associated with population declines in the rain forests of Australia and Central America. Proc Natl Acad Sci 95:9031–9036

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Berger L, Roberts AA, Voyles J, Longcore JE, Murray KA, Skerratt LF (2016) History and recent progress on chytridiomycosis in amphibians. Fungal Ecol 19:89–99

    Article  Google Scholar 

  • Bernatchez L, Landry C (2003) MHC studies in nonmodel vertebrates: what have we learned about natural selection in 15 years? J Evol Biol 16:363–377

    Article  CAS  PubMed  Google Scholar 

  • Bollmer JL, Vargas FH, Parker PG (2007) Low MHC variation in the endangered Galapagos penguin (Spheniscus mendiculus). Immunogenetics 59:593–602

    Article  CAS  PubMed  Google Scholar 

  • Borghans JAM, Beltman JB, De Boer RJ (2004) MHC polymorphism under host-pathogen coevolution. Immunogenetics 55:732–739

    Article  CAS  PubMed  Google Scholar 

  • Boyle DG, Boyle DB, Olsen V, Morgan JAT, Hyatt AD (2004) Rapid quantitative detection of chytridiomycosis (Batrachochytrium dendrobatidis) in amphibian samples using real-time Taqman PCR assay. Dis Aquat Org 60:141–148

    Article  CAS  PubMed  Google Scholar 

  • Bradley GA, Rosen PC, Sredl MJ, Jones TR, Longcore JE (2002) Chytridiomycosis in native Arizona frogs. J Wildl Dis 38:206–212

    Article  PubMed  Google Scholar 

  • Brown JH, Jardetzky TS, Gorga JC, Stern LJ, Urban RG, Strominger JL, Wiley DC (1993) Three-dimensional structure of the human class II histocompatibility antigen HLA-DR1. Nature 364:33–39

    Article  CAS  PubMed  Google Scholar 

  • Cassinello J, Gomendio M, Roldan ERS (2001) Relationship between coefficient of inbreeding and parasite burden in endangered gazelles. Conserv Biol 15:1171–1174

    Article  Google Scholar 

  • Clement M, Posada D, Crandall KA (2000) TCS: a computer program to estimate gene genealogies. Mol Ecol 9:1657–1660

    Article  CAS  PubMed  Google Scholar 

  • Coltman DW, Pilkington JG, Smith JA, Pemberton JM (1999) Parasite-mediated selection against inbred Soay sheep in a free-living, island population. Evol Int J Org Evol 53:1259–1267

    Google Scholar 

  • Crawford NG (2010) SMOGD: software for the measurement of genetic diversity. Mol Ecol Resour 10:556–557

    Article  PubMed  Google Scholar 

  • Didinger C, Eimes JA, Lillie M, Waldman B (2017) Multiple major histocompatibility complex class I genes in Asian anurans: ontogeny and phylogeny. Dev Comp Immunol 70:69–79

    Article  CAS  PubMed  Google Scholar 

  • Doherty PC, Zinkernagel RM (1975) Enhanced immunological surveillance in mice heterozygous at H-2 gene complex. Nature 256:50–52

    Article  CAS  PubMed  Google Scholar 

  • dos Santos AM, Cabezas MP, Tavares AI, Xavier R, Branco M (2015) TcsBU: a tool to extend TCS network layout and visualization. Bioinformatics 32:627–628

    Article  Google Scholar 

  • Eimes JA, Bollmer JL, Whittingham LA, Johnson JA, Van Oosterhout C, Dunn PO (2011) Rapid loss of MHC class II variation in a bottlenecked population is explained by drift and loss of copy number variation. J Evol Biol 24:1847–1856

    Article  CAS  PubMed  Google Scholar 

  • Eizaguirre C, Lenz TL, Kalbe M, Milinski M (2012) Rapid and adaptive evolution of MHC genes under parasite selection in experimental vertebrate populations. Nat Commun 3:621

    Article  PubMed  PubMed Central  Google Scholar 

  • Ejsmond MJ, Radwan J (2011) MHC diversity in bottlenecked populations: a simulation model. Conserv Genet 12:129–137

    Article  Google Scholar 

  • Ellegren H, Hartman G, Johansson M, Andersson L (1993) Major histocompatibility complex monomorphism and low-levels of DNA-fingerprinting variability in a reintroduced and rapidly expanding population of beavers. Proc Natl Acad Sci USA 90:8150–8153

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • ESRI 2011. ArcGIS Desktop: Release 10. Environmental Systems Research Institute, Redlands

    Google Scholar 

  • Faircloth BC, Glenn TC (2012) Not all sequence tags are created equal: designing and validating sequence identification tags robust to indels. PLoS One 7:e42543

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Flajnik MF, Kasahara M (2001) Comparative genomics of the MHC: glimpses into the evolution of the adaptive immune system. Immunity 15:351–362

    Article  CAS  PubMed  Google Scholar 

  • Forrest MJ, Schlaepfer MA (2011) Nothing a hot bath won’t cure: infection rates of amphibian chytrid fungus correlate negatively with water temperature under natural field settings. PLoS ONE 6:e28444

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Frankham R, Ralls K (1998) Inbreeding leads to extinction. Nature 392:441–442

    Article  CAS  Google Scholar 

  • Germain RN (1994) MHC-dependent antigen processing and peptide presentation: providing ligands for T lymphocyte activation. Cell 76:287–299

    Article  CAS  PubMed  Google Scholar 

  • Hale SF, Rosen PC, Jarchow JL, Bradley GA (2005) Effects of the chytrid fungus on the Tarahumara frog (Rana tarahumarae) in Arizona and Sonora, Mexico. USDA Forest Service Proceedings, RMRS-P-36, 407–411

  • Hansson B, Richardson DS (2005) Genetic variation in two endangered Acrocephalus species compared to a widespread congener: estimates based on functional and random loci. Anim Conserv 8:83–90

    Article  Google Scholar 

  • Hedrick PW (2002) Pathogen resistance and genetic variation at MHC loci. Evol Int J org Evol 56:1902–1908

    Article  Google Scholar 

  • Hedrick PW, Kim TJ (1999) Genetics of complex polymorphisms: parasites and maintenance of MHC variation. In: Singh RH, Krimbas CK (eds) Evolutionary genetics from molecules to morphology. Cambridge University Press, New York

    Google Scholar 

  • Höglund J, Wengström Å, Rogell B, Meyer-Lucht Y (2015) Low MHC variation in isolated island populations of the Natterjack toad (Bufo calamita). Conserv Genet 16:1007–1010

    Article  Google Scholar 

  • Hughes AL, Nei M (1992) Maintenance of MHC polymorphism. Nature 355:402–403

    Article  CAS  PubMed  Google Scholar 

  • Hurvich CM, Tsai C-L (1993) A corrected Akaike information criterion for vector autoregressive model selection. J Time Ser Anal 14:271–279

    Article  Google Scholar 

  • Jennions MD, Petrie M (1997) Variation in mate choice and mating preferences: a review of causes and consequences. Biol Rev 72:283–327

    Article  CAS  PubMed  Google Scholar 

  • Jensen JL, Bohonak AJ, Kelley ST (2005) Isolation by distance, web service. BMC Genet, 6(13):v.3.23. http://ibdws.sdsu.edu/

  • Jombart T, Ahmed I (2011) Adegenet 1.3–1: new tools for the analysis of genome-wide SNP data. Bioinformatics 27:3070–3071

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Jombart T, Devillard S, Balloux F (2010) Discriminant analysis of principal components: a new method for the analysis of genetically structured populations. BMC Genet 11:94

    Article  PubMed  PubMed Central  Google Scholar 

  • Jones EY, Fugger L, Strominger JL, Siebold C (2006) MHC class II proteins and disease: a structural perspective. Nat Rev Immunol 6:271–282

    Article  CAS  PubMed  Google Scholar 

  • Jost LOU (2008) GST and its relatives do not measure differentiation. Mol Ecol 17:4015–4026

    Article  PubMed  Google Scholar 

  • Kearse M, Moir R, Wilson A, Stones-Havas S, Cheung M, Sturrock S, Buxton S, Cooper A, Markowitz S, Duran C, Thierer T (2012) Geneious basic: an integrated and extendable desktop software platform for the organization and analysis of sequence data. Bioinformatics 28:1647–1649

    Article  PubMed  PubMed Central  Google Scholar 

  • Kiemnec-Tyburczy KM, Richmond JQ, Savage AE, Zamudio KR (2010) Selection, trans-species polymorphism and locus identification of major histocompatibility complex class IIB alleles of New World ranid frogs. Immunogenetics 62:741–751

    Article  CAS  PubMed  Google Scholar 

  • Klein J, Bontrop RE, Dawkins RL, Erlich HA, Gyllensten UB, Heise ER, Jones PP, Parham P, Wakeland EK, Watkins DI (1990) Nomenclature for the major histocompatibility complexes of different species: a proposal. Immunogenetics 3:217–219

    Google Scholar 

  • Kosakovsky Pond SL, Posada D, Gravenor MB et al (2006b) GARD: a genetic algorithm for recombination detection. Bioinformatics 22:3096–3098

    Article  PubMed  Google Scholar 

  • Kosch TA, Bataille A, Didinger C, Eimes JA, Rodríguez-Brenes S, Ryan MJ, Waldman B (2016) Major histocompatibility complex selection dynamics in pathogen-infected túngara frog (Physalaemus pustulosus) populations. Biol Lett 12:20160345

    Article  PubMed  PubMed Central  Google Scholar 

  • Krebs CJ (1989) Ecological methodology. Harper Collins, New York, pp 16–29

    Google Scholar 

  • Lacy RC (1997) Importance of genetic variation to the viability of mammalian populations. J Mammal 78:320–335

    Article  Google Scholar 

  • Lande R (1988) Genetics and demography in biological conservation. Science 241:1455–1460

    Article  CAS  PubMed  Google Scholar 

  • Lanfear R, Calcott B, Ho SYW, Guindon S (2012) PartitionFinder: combined selection of partitioning schemes and substitution models for phylogenetic analyses. Mol Biol Evol 29:1695–1701

    Article  CAS  PubMed  Google Scholar 

  • Langmead B, Salzberg SL (2012) Fast gapped-read alignment with Bowtie 2. Nat Methods 9:357–359

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Little TJ (2002) The evolutionary significance of parasitism: do parasite-driven genetic dynamics occur ex silico? J Evol Biol 15:1–9

    Article  Google Scholar 

  • Mainguy J, Worley K, Côté SD, Coltman DW (2007) Low MHC DRB class II diversity in the mountain goat: past bottlenecks and possible role of pathogens and parasites. Conserv Genet 8:885–891

    Article  CAS  Google Scholar 

  • Martin M (2011) Cutadapt removes adapter sequences from high-throughput sequencing reads. EMBnet J 17:10–12

    Article  Google Scholar 

  • Mattila HR, Seeley TD (2007) Genetic diversity in honey bee colonies enhances productivity and fitness. Science 317:362–364

    Article  CAS  PubMed  Google Scholar 

  • Meagher S (1999) Genetic diversity and Capillaria hepatica (Nematoda) prevalence in Michigan deer mouse populations. Evol Int J Org Evol 53:1318–1324

    Article  Google Scholar 

  • Mulder KP, Harris J, Cortazar M, Grant EHC, Fleisher RC, Savage AE (2017) Evolutionary dynamics of an expressed MHC class IIβ locus in the Ranidae (Anura) uncovered by genome walking and development of amplicon multiplexing primers for 17 species. Developmental and Comparative Immunology, under review

  • O’Brien SJ, Roelke ME, Marker L, Newman A, Winkler CA, Meltzer D, Colly L, Evermann JF, Bush M, Wildt DE (1985) Genetic basis for species vulnerability in the cheetah. Science 227:1428–1434

    Article  PubMed  Google Scholar 

  • Oliver MK, Piertney SB (2012) Selection maintains MHC diversity through a natural population bottleneck. Mol Biol Evolut 29:1713–1720

    Article  CAS  Google Scholar 

  • Perry W, Lugo R, Hathaway SA, Vandergast AG (2011a) Genetic Landscapes GIS Toolbox: Tools to create genetic divergence and diversity landscapes in ArcGIS. U.S. Geological Survey.

  • Perry G, Wallace MC, Perry D, Curzer H, Muhlberger P (2011b) Toe clipping of amphibians and reptiles: science, ethics, and the law. J Herpetol 45:547–555

    Article  Google Scholar 

  • Pfeifer B, Wittelsbürger U, Onsins SE, Lercher MJ (2014) PopGenome: an efficient Swiss army knife for population genomic analyses in R. Mol Biol Evol 31:1929–1936

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Platz JE, Mecham JS (1979) Rana chiricahuensis, a new species of leopard frog (Rana pipiens Complex) from Arizona. Copeia 1979:383–390

    Article  Google Scholar 

  • Pond SLK, Frost SDW, Muse SV (2005) HyPhy: hypothesis testing using phylogenies. Bioinformatics 21:676–679

    Article  CAS  PubMed  Google Scholar 

  • R Development Core Team (2008) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0, http://www.R-project.org.

  • Radwan J, Kawalko A, Wojcik JM, Babik W (2007) MHC-DRB3 variation in a free-living population of the European bison, Bison bonasus. Mol Ecol 16:531–540

    Article  CAS  PubMed  Google Scholar 

  • Reed DH, Frankham R (2003) Correlation between fitness and genetic diversity. Conserv Biol 17:230–237

    Article  Google Scholar 

  • Reid NM, Proestou DA, Clark BW, Warren WC, Colbourne JK, Shaw JR, Karchner SI, Hahn ME, Nacci D, Oleksiak MF, Crawford DL (2016) The genomic landscape of rapid repeated evolutionary adaptation to toxic pollution in wild fish. Science 354:1305–1308

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Ronquist F, Teslenko M, van der Mark P, Ayres DL, Darling A, Höhna S, Larget B, Liu L, Suchard MA, Huelsenbeck JP (2012) MrBayes 3.2: Efficient Bayesian phylogenetic inference and model choice across a large model space. Syst Biol 61:539–542

    Article  PubMed  PubMed Central  Google Scholar 

  • Savage AE, Zamudio KR (2011) MHC genotypes associate with resistance to a frog-killing fungus. Proc Natl Acad Sci USA 108:16705–16710

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Savage AE, Zamudio KR (2016) Adaptive tolerance to a pathogenic fungus drives major histocompatibility complex evolution in natural amphibian populations. Proc R Soc Lond B 283:20153115

    Article  Google Scholar 

  • Savage AE, Sredl MJ, Zamudio KR (2011) Disease dynamics vary spatially and temporally in a North American amphibian. Biol Conserv 144:1910–1915

    Article  Google Scholar 

  • Savage AE, Becker CG, Zamudio KR (2015) Linking genetic and environmental factors in amphibian disease risk. Evol Appl 8:560–572

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Schlaepfer MA, Sredl MJ, Rosen PC, Ryan MJ (2007) High prevalence of Batrachochytrium dendrobatidis in wild populations of lowland leopard frogs Rana yavapaiensis in Arizona. EcoHealth 4:421

    Article  Google Scholar 

  • Scott NJ (1993) Postmetamorphic death syndrome. Froglog 7:1–2

    Google Scholar 

  • Simone-Finstrom M, Walz M, Tarpy DR (2016) Genetic diversity confers colony-level benefits due to individual immunity. Biol Lett 12:20151007

    Article  PubMed  PubMed Central  Google Scholar 

  • Simpson E (1988) Function of the MHC. Immunology 64:27–30

    PubMed Central  Google Scholar 

  • Spielman D, Brook BW, Briscoe DA, Frankham R (2004) Does inbreeding and loss of genetic diversity decrease disease resistance? Conserv Genet 5:439–448

    Article  Google Scholar 

  • Spurgin LG, Richardson DS (2010) How pathogens drive genetic diversity: MHC, mechanisms and misunderstandings. Proc R Soc Lond B 277:979–988

    Article  CAS  Google Scholar 

  • Sredl MJ, Jennings RD (2005) Rana chiricahuensis: Platz and Mecham, 1979, Chiricahua leopard frogs. Pages 546–549 In: Lanoo M.J. (ed), Amphibian declines: the conservation status of United States Amphibians. University of California Press, Berkeley, pp 1094

    Google Scholar 

  • Stuart SN, Chanson JS, Cox NA, Young BE, Rodrigues AS, Fischman DL, Waller RW (2004) Status and trends of amphibian declines and extinctions worldwide. Science 306:1783–1786

    Article  CAS  PubMed  Google Scholar 

  • Stuglik MT, Radwan J, Babik W (2011) jMHC: software assistant for multilocus genotyping of gene families using next-generation amplicon sequencing. Mol Ecol Resour 11:739–742

    Article  CAS  PubMed  Google Scholar 

  • Sutton JT, Nakagawa S, Robertson BC, Jamieson IG (2011) Disentangling the roles of natural selection and genetic drift in shaping variation at MHC immunity genes. Mol Ecol 20:4408–4420

    Article  PubMed  Google Scholar 

  • Sutton JT, Robertson BC, Jamieson IG (2015) MHC variation reflects the bottleneck histories of New Zealand passerines. Mol Ecol 24:362–373

    Article  PubMed  Google Scholar 

  • Takahata N, Nei M (1990) Allelic genealogy under overdominant and frequency-dependent selection and polymorphism of major histocompatibility complex loci. Genetics 124:967–978

    CAS  PubMed  PubMed Central  Google Scholar 

  • Trowsdale J (2011) The MHC, disease and selection. Immunol Lett 137:1–8

    Article  CAS  PubMed  Google Scholar 

  • U.S. Fish and Wildlife Service (USFWS) (2007) Chiricahua leopard frog (Rana chiricahuensis) recovery plan. Region 2, U.S. Fish and Wildlife Service, Albuquerque, p 429

    Google Scholar 

  • U.S. Fish and Wildlife Service (USFWS) (2009) Spotlight Species Action Plan for the Chiricahua leopard frog (Rana chiricahuensis). Region 2, U.S. Fish and Wildlife Service, Albuquerque

    Google Scholar 

  • Venables WN, Ripley BD (2002) Modern applied statistics with S-Plus, 4th edn. Springer, New York. ISBN 0-387-95457-0

    Book  Google Scholar 

  • Waldman B, Tocher M (1998) Behavioral ecology, genetic diversity, and declining amphibian populations. In: Caro T (ed) Behavioral ecology and conservation biology, pp 394–436. Oxford University Press, New York

    Google Scholar 

  • Wells S, Poynter B, Sprankle T, King AD (2001) The Phoenix Zoo Conservation and Science Department Head-starting and Husbandry Manual for the Chiricahua leopard frog (Rana chiricahuensis). The Phoenix Zoo Conservation and Science Department, Phoenix

    Google Scholar 

  • Wenink PW, Groen AF, Roelke-Parker ME, Prins HHT (1998) African buffalo maintain high genetic diversity in the major histocompatibility complex in spite of historically known population bottlenecks. Mol Ecol 7:1315–1322

    Article  CAS  PubMed  Google Scholar 

  • Yuan ZY, Zhou WW, Chen X, Poyarkov NA, Chen HM, Jang-Liaw NH, Chou WH, Matzke NJ, Iizuka K, Min MS, Kuzmin SL (2016) Spatiotemporal diversification of the true frogs (Genus Rana): a historical framework for a widely studied group of model organisms. Syst Biol 65:824–842

    Article  PubMed  Google Scholar 

  • Zhu L, Ruan XD, Ge YF, Wan QH, Fang SG (2007) Low major histocompatibility complex class II DQA diversity in the Giant Panda (Ailuropoda melanoleuca). BMC Genet 8:29

    Article  PubMed  PubMed Central  Google Scholar 

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Acknowledgements

We thank Ruth Allard, Shaula Hedwall, David Hall, Bradley Poynter, Christina Akins and Michael Sredl for their assistance in planning and implementing this project in Arizona. We also thank Nancy McInerney and Rob Fleischer for supporting data generation at the Smithsonian’s Center for Conservation Genomics. This study was funded by an Association of Zoos and Aquariums Conservation Grant Fund award (12-1111) to AES and SW and an Arizona Game and Fish Department award (Central Arizona Project) to AES and SW. KPM was supported by a doctoral student grant (PD/BD/52604/2014) from the Portuguese ‘‘Fundaçao para a Ciencia e a Tecnologia”.

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Savage, A.E., Mulder, K.P., Torres, T. et al. Lost but not forgotten: MHC genotypes predict overwinter survival despite depauperate MHC diversity in a declining frog. Conserv Genet 19, 309–322 (2018). https://doi.org/10.1007/s10592-017-1001-3

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