Rapid seasonal evolution in innate immunity of wild <em>Drosophila melanogaster</em>
Abstract
Understanding the rate of evolutionary change and the genetic architecture that facilitates rapid adaptation is a current challenge in evolutionary biology. Comparative studies show that genes with immune function are among the most rapidly evolving genes across a range of taxa. Here, we use immune defence in natural populations of Drosophila melanogaster to understand the rate of evolution in natural populations and the genetics underlying rapid change. We probed the immune system using the natural pathogens Enterococcus faecalis and Providencia rettgeri to measure post-infection survival and bacterial load of wild D. melanogaster populations collected across seasonal time along a latitudinal transect along eastern North America (Massachusetts, Pennsylvania and Virginia). There are pronounced and repeatable changes in the immune response over the approximately 10 generations between spring and autumn collections, with a significant but less distinct difference observed among geographical locations. Genes with known immune function are not enriched among alleles that cycle with seasonal time, but the immune function of a subset of seasonally cycling alleles in immune genes was tested using reconstructed outbred populations. We find that flies containing seasonal alleles in Thioester-containing protein 3 (Tep3) have different functional responses to infection and that epistatic interactions among seasonal Tep3 and Drosomycin-like 6 (Dro6) alleles underlie the immune phenotypes observed in natural populations. This rapid, cyclic response to seasonal environmental pressure broadens our understanding of the complex ecological and genetic interactions determining the evolution of immune defence in natural populations.
Acknowledgements
We thank Robert Unckless and two anonymous reviewers for constructive feedback on the manuscript.
References
- 1. Darwin C. 1859 On the origin of species by means of natural selection, or, the preservation of favoured races in the struggle for life. London, UK: J Murray. [Google Scholar]
- 2. Grant PR, Grant BR. 2002 Unpredictable evolution in a 30-year study of Darwin's finches. Science296, 707–711. (10.1126/science.1070315) [] [[PubMed][Google Scholar]
- 3. Thompson JN. 2013 Relentless evolution. Chicago, IL: University of Chicago Press. [PubMed][Google Scholar]
- 4. Carroll SP, Hendry AP, Reznick DN, Fox CW. 2007 Evolution on ecological time-scales. Funct. Ecol.21, 387–393. (10.1111/j.1365-2435.2007.01289.x) [[PubMed][Google Scholar]
- 5. Messer PW, Ellner SP, Hairston NG Jr. 2016 Can population genetics adapt to rapid evolution?Trends Genet.32, 408–418. (10.1016/j.tig.2016.04.005) [] [[PubMed][Google Scholar]
- 6. Endler JA. 1977 Geographic variation, speciation, and clines. Princeton, NJ: Princeton University Press. [[PubMed][Google Scholar]
- 7. Sheldon BC, Verhulst S. 1996 Ecological immunology: costly parasite defenses and trade-offs in evolutionary ecology. Trends Ecol. Evol.11, 317–321. (10.1016/0169-5347(96)10039-2) [] [[PubMed][Google Scholar]
- 8. Lochmiller RL, Deerenberg C. 2000 Trade-offs in evolutionary immunology: just what is the cost of immunity?Oikos88, 87–98. (10.1034/j.1600-0706.2000.880110.x) [[PubMed][Google Scholar]
- 9. Schmid-Hempel P. 2003 Variation in immune defense as a question of evolutionary ecology. Proc. R. Soc. Lond. B270, 357–366. (10.1098/rspb.2002.2265) ] [[Google Scholar]
- 10. Moret Y, Schmid-Hempel P. 2000 Survival for immunity: the price of immune system activation for bumblebee workers. Science290, 1166–1168. (10.1126/science.290.5494.1166) [] [[PubMed][Google Scholar]
- 11. Ilmonen P, Taarna T, Hasselquist D. 2000 Experimentally activated immune defence in female pied flycatchers results in reduced breeding success. Proc. R. Soc. Lond. B267, 665–670. (10.1098/rspb.2000.1053) ] [[Google Scholar]
- 12. Svensson E, Råberg L, Koch C, Hasselquist D. 1998 Energetic stress, immunosuppression and the costs of an antibody response. Funct. Ecol.12, 912–919. (10.1046/j.1365-2435.1998.00271.x) [[PubMed][Google Scholar]
- 13. Zuk M, Stoehr AM. 2002 Immune defense and host life history. Am. Nat.160, S9–S22. (10.1086/342131) [] [[PubMed][Google Scholar]
- 14. Fumagalli M, Sironi M, Pozzoli U, Ferrer-Admettla A, Pattini L, Nielsen R. 2011 Signatures of environmental genetic adaptation pinpoint pathogens as the main selective pressure through human evolution. PLoS Genet.7, e1002355 (10.1371/journal.pgen.1002355) ] [[Google Scholar]
- 15. McTaggart SJ, Obbard DJ, Conlon C, Little TJ. 2012 Immune genes undergo more adaptive evolution than non-immune system genes in Daphnia pulex. BMC Evol. Biol.12, 63 (10.1186/1471-2148-12-63) ] [[Google Scholar]
- 16. Waterhouse RM, et al. 2007. Evolutionary dynamics of immune-related genes and pathways in disease-vector mosquitoes. Science316, 1738–1743. (10.1126/science.1139862) ] [
- 17. Crawford JE, Guelbeogo WM, Sanou A, Traoré A, Vernick KD, Sagnon N, Lazzaro BP. 2010 De novo transcriptome sequencing in Anopheles funestus using Illumina RNA-Seq technology. PLoS ONE5, e14202 (10.1371/journal.pone.0014202) ] [[Google Scholar]
- 18. Erler S, Lhomme P, Rasmont P, Lattorff HMG. 2014 Rapid evolution of antimicrobial peptide genes in an insect host–social parasite system. Infect. Genet. Evol.23, 129–137. (10.1016/j.meegid.2014.02.002) [] [[PubMed][Google Scholar]
- 19. Chávez Galarza J, Henriques D, Johnston JS, Azevedo JC, Patton JC, Muñoz I, la Rúa De P, Pinto MA. 2013 Signatures of selection in the Iberian honey bee (Apis mellifera iberiensis) revealed by a genome scan analysis of single nucleotide polymorphisms. Mol. Ecol.22, 5890–5907. (10.1111/mec.12537) [] [[PubMed][Google Scholar]
- 20. Juneja P, Lazzaro BP. 2010 Haplotype structure and expression divergence at the Drosophila cellular immune gene eater. Mol. Biol. Evol.27, 2284–2299. (10.1093/molbev/msq114) ] [[Google Scholar]
- 21. Fabian DK, Kapun M, Nolte V, Kofler R, Schmidt PS, Schlötterer C, Flatt T. 2012 Genome-wide patterns of latitudinal differentiation among populations of Drosophila melanogaster from North America. Mol. Ecol.21, 4748–4769. (10.1111/j.1365-294X.2012.05731.x) ] [[Google Scholar]
- 22. Hübner S, Rashkovetsky E, Kim YB, Oh JH, Michalak K, Weiner D, Korol AB, Nevo E, Michalak P. 2013 Genome differentiation of Drosophila melanogaster from a microclimate contrast in evolution canyon, Israel. Proc. Natl Acad. Sci. USA110, 21 059–21 064. (10.1073/pnas.1321533111) ] [[Google Scholar]
- 23. Kolaczkowski B, Kern AD, Holloway AK, Begun DJ. 2011 Genomic differentiation between temperate and tropical Australian populations of Drosophila melanogaster. Genetics187, 245–260. (10.1534/genetics.110.123059) ] [[Google Scholar]
- 24. Lazzaro BP, Flores HA, Lorigan JG, Yourth CP. 2008 Genotype-by-environment interactions and adaptation to local temperature affect immunity and fecundity in Drosophila melanogaster. PLoS Pathog.4, e1000025 (10.1371/journal.ppat.1000025) ] [[Google Scholar]
- 25. Corby-Harris V, Promislow DE. 2008 Host ecology shapes geographical variation for resistance to bacterial infection in Drosophila melanogaster. J. Anim. Ecol.77, 768–776. (10.1111/j.1365-2656.2008.01399.x) ] [[Google Scholar]
- 26. Schmidt PS, Conde DR. 2006 Environmental heterogeneity and the maintenance of genetic variation for reproductive diapause in Drosophila melanogaster. Evolution60, 1602–1611. (10.1111/j.0014-3820.2006.tb00505.x) [] [[PubMed][Google Scholar]
- 27. Behrman EL, Watson SS, O'Brien KR, Heschel MS, Schmidt PS. 2015 Seasonal variation in life history traits in two Drosophila species. J. Evol. Biol.28, 1691–1704. (10.1111/jeb.12690) ] [[Google Scholar]
- 28. Cogni R, Kuczynski C, Koury S, Lavington E, Behrman EL, O'Brien KR, Schmidt PS, Eanes WF. 2013 The intensity of selection acting on the couch potato gene-spatial-temporal variation in a diapause cline. Evolution68, 538–548. (10.1111/evo.12291) [] [[PubMed][Google Scholar]
- 29. Bergland AO, Behrman EL, O'Brien KR, Schmidt PS, Petrov DA. 2014 Genomic evidence of rapid and stable adaptive oscillations over seasonal time scales in Drosophila. PLoS Genet.10, e1004775 (10.1371/journal.pgen.1004775) ] [[Google Scholar]
- 30. Tinsley MC, Blanford S, Jiggins FM. 2006 Genetic variation in Drosophila melanogaster pathogen susceptibility. Parasitology132, 767–773. [Google Scholar]
- 31. Møller AP, Martín-Vivaldi M, Merino S, Soler JJ. 2006 Density-dependent and geographical variation in bird immune response. Oikos115, 463–474. (10.1111/j.2006.0030-1299.15312.x) [[PubMed][Google Scholar]
- 32. Møller AP, Moller AP. 1998 Evidence of larger impact of parasites on hosts in the tropics: investment in immune function within and outside the tropics. Oikos82, 265 (10.2307/3546966) [[PubMed][Google Scholar]
- 33. Paparazzo F, Tellier A, Stephan W, Hutter S. 2015 Survival rate and transcriptional response upon infection with the generalist parasite Beauveria bassiana in a world-wide sample of Drosophila melanogaster. PLoS ONE10, e0132129 (10.1371/journal.pone.0132129) ] [[Google Scholar]
- 34. Guernier V, Hochberg ME, Guégan J-F. 2004 Ecology drives the worldwide distribution of human diseases. PLoS Biol.2, e141 (10.1371/journal.pbio.0020141) ] [[Google Scholar]
- 35. Schemske DW, Mittelbach GG, Cornell HV, Sobel JM, Roy K. 2009 Is there a latitudinal gradient in the importance of biotic interactions?Annu. Rev. Ecol. Evol. Syst.40, 245–269. (10.1146/annurev.ecolsys.39.110707.173430) [[PubMed][Google Scholar]
- 36. Nunn CL, Altizer SM, Sechrest W, Cunningham AA. 2005 Latitudinal gradients of parasite species richness in primates. Divers. Distrib.11, 249–256. (10.1111/j.1366-9516.2005.00160.x) [[PubMed][Google Scholar]
- 37. Gilbert JA, Field D, Swift P, Newbold L, Oliver A, Smyth T, Somerfield PJ, Huse S, Joint I. 2009 The seasonal structure of microbial communities in the western english channel. Environ. Microbiol.11, 3132–3139. (10.1111/j.1462-2920.2009.02017.x) [] [[PubMed][Google Scholar]
- 38. Runckel C, Flenniken ML, Engel JC, Ruby JG, Ganem D, Andino R, DeRisi JL. 2011 Temporal analysis of the honey bee microbiome reveals four novel viruses and seasonal prevalence of known viruses, Nosema, and Crithidia. PLoS ONE6, e20656 (10.1371/journal.pone.0020656) ] [[Google Scholar]
- 39. Maurice CF, Knowles SC, Ladau J, Pollard KS, Fenton A, Pedersen AB, Turnbaugh PJ. 2015 Marked seasonal variation in the wild mouse gut microbiota. ISME J.9, 2423–2434. (10.1038/ismej.2015.53) ] [[Google Scholar]
- 40. Smits SA, et al. 2017. Seasonal cycling in the gut microbiome of the Hadza hunter–gatherers of Tanzania. Science357, 802–806. (10.1126/science.aan4834) ] [
- 41. Hoffmann JA, Reichhart J-M. 2002 Drosophila innate immunity: an evolutionary perspective. Nat. Immunol.3, 121–126. (10.1038/ni0202-121) [] [[PubMed][Google Scholar]
- 42. Leigh J, Bryant D, Steel M. 2015 PopART (Population Analysis with Reticulate Trees).
- 43. Paaby AB, Bergland AO, Behrman EL, Schmidt PS. 2014 A highly pleiotropic amino acid polymorphism in the Drosophila insulin receptor contributes to life-history adaptation. Evolution68, 3395–3409. (10.1111/evo.12546) ] [[Google Scholar]
- 44. Mackay TFC, et al. 2012. The Drosophila melanogaster genetic reference panel. Nature482, 173–178. (10.1038/nature10811) ] [
- 45. Khalil S, Jacobson E, Chambers MC, Lazzaro BP. 2015 Systemic bacterial infection and immune defense phenotypes in Drosophila melanogaster. J. Vis. Exp.99, e52613 (10.3791/52613) ] [[Google Scholar]
- 46. Juneja P, Lazzaro BP. 2009 Providencia sneebia sp. nov. and Providencia burhodogranariea sp. nov., isolated from wild Drosophila melanogaster. Int. J. Syst. Evol. Microbiol.59, 1108–1111. (10.1099/ijs.0.000117-0) [] [[PubMed][Google Scholar]
- 47. Lazzaro BP, Sackton TB, Clark AG. 2006 Genetic variation in Drosophila melanogaster resistance to infection: a comparison across bacteria. Genetics174, 1539–1554. (10.1534/genetics.105.054593) ] [[Google Scholar]
- 48. Huang W, Carbone MA, Magwire MM, Peiffer JA, Lyman RF, Stone EA, Anholt RRH, Mackay TFC. 2015 Genetic basis of transcriptome diversity in Drosophila melanogaster. Proc. Natl Acad. Sci. USA112, E6010–E6019. (10.1073/pnas.1519159112) ] [[Google Scholar]
- 49. Early AM, Clark AG. 2013 Monophyly of Wolbachia pipientis genomes within Drosophila melanogaster: geographic structuring, titre variation and host effects across five populations. Mol. Ecol.22, 5765–5778. (10.1111/mec.12530) ] [[Google Scholar]
- 50. Kapun M, Fabian DK, Goudet J, Flatt T. 2016 Genomic evidence for adaptive inversion clines in Drosophila melanogaster. Mol. Biol. Evol.33, 1317–1336. (10.1093/molbev/msw016) [] [[PubMed][Google Scholar]
- 51. Unckless RL, Rottschaefer SM, Lazzaro BP. 2015 The complex contributions of genetics and nutrition to immunity in Drosophila melanogaster. PLoS Genet.11, e1005030 (10.1371/journal.pgen.1005030) ] [[Google Scholar]
- 52. Shin JH, Blay S, McNeney B, Graham J. 2006 LDheatmap: an R function for graphical display of pairwise linkage disequilibria between single nucleotide polymorphisms. J. Stat. Softw.16, 1–9. (10.18637/jss.v016.c03) [[PubMed][Google Scholar]
- 53. Sheppard SK, , Meric G.2014 Campylobacter ecology and evolution. Poole, UK: Caister Academic Press.
- 54. Early AM, Arguello JR, Cardoso-Moreira M, Gottipati S, Grenier JK, Clark AG. 2016 Survey of global genetic diversity within the Drosophila immune system. Genetics205, 353–366. (10.1534/genetics.116.195016) ] [[Google Scholar]
- 55. Corby-Harris V, Pontaroli AC, Shimkets LJ, Bennetzen JL, Habel KE, Promislow DE. 2007 Geographical distribution and diversity of bacteria associated with natural populations of Drosophila melanogaster. Appl. Environ. Microbiol.73, 3470–3479. (10.1128/AEM.02120-06) ] [[Google Scholar]
- 56. Dionne M, Miller KM, Dodson JJ, Caron F, Bernatchez L. 2007 Clinal variation in MHC diversity with temperature: evidence for teh role of host-pathogen interaction on local adpatation in atlantic salmon. Evolution61, 2154–2164. (10.1111/j.1558-5646.2007.00178.x) [] [[PubMed][Google Scholar]
- 57. Williams GC. 1957 Pleiotropy, natural-selection, and the evolution of senescence. Evolution11, 398–411. (10.1111/j.1558-5646.1957.tb02911.x) [[PubMed][Google Scholar]
- 58. Moret Y, Schmid-Hempel P. 2001 Entomology: immune defence in bumble-bee offspring. Nature414, 506 (10.1038/35107138) [] [[PubMed][Google Scholar]
- 59. Wilfert L, Gadau J, Schmid-Hempel P. 2007 The genetic architecture of immune defense and reproduction in male Bombus terrestris bumblebees. Evolution61, 804–815. (10.1111/j.1558-5646.2007.00079.x) [] [[PubMed][Google Scholar]
- 60. Freitak D, Wheat CW, Heckel DG, Vogel H. 2007 Immune system responses and fitness costs associated with consumption of bacteria in larvae of Trichoplusia ni. BMC Biol.5, 56 (10.1186/1741-7007-5-56) ] [[Google Scholar]
- 61. Fenton A, Lamb T, Graham AL. 2008 Optimality analysis of Th1/Th2 immune responses during microparasite-macroparasite co-infection, with epidemiological feedbacks. Parasitology135, 841–853. (10.1017/S0031182008000310) [] [[PubMed][Google Scholar]
- 62. Blandin S. 2004 Thioester-containing proteins and insect immunity. Mol. Immunol.40, 903–908. (10.1016/j.molimm.2003.10.010) [] [[PubMed][Google Scholar]
- 63. Shokal U, Kopydlowski H, Eleftherianos I. 2017 The distinct function of Tep2 and Tep6 in the immune defense of Drosophila melanogaster against the pathogen Photorhabdus. Virulence265, 1–15. (10.1080/21505594.2017.1330240) ] [[Google Scholar]
- 64. Shokal U, Eleftherianos I. 2017 Thioester-Containing Protein-4 regulates the Drosophila immune signaling and function against the pathogen Photorhabdus. J. Innate Immun.9, 83–93. (10.1159/000450610) ] [[Google Scholar]
- 65. Lagueux M, Perrodou E, Levashina EA, Capovilla M, Hoffmann JA. 2000 Constitutive expression of a complement-like protein in Toll and JAK gain-of-function mutants of Drosophila. Proc. Natl Acad. Sci. USA97, 11 427–11 432. (10.1073/pnas.97.21.11427) ] [[Google Scholar]
- 66. Troha K, Im JH, Revah J, Lazzaro BP, Buchon N. Submitted Comparative transcriptomics reveals CrebA as a novel regulator of infection tolerance in D. melanogaster. PLoS Pathog.
- 67. Kunte K, Zhang W, Tenger-Trolander A, Palmer DH, Martin A, Reed RD, Mullen SP, Kronforst MR. 2014 Doublesex is a mimicry supergene. Nature507, 229–232. (10.1038/nature13112) [] [[PubMed][Google Scholar]
- 68. Nishikawa H, et al. 2015. A genetic mechanism for female-limited Batesian mimicry in Papilio butterfly. Nat. Genet.47, 405–409. (10.1038/ng.3241) [] [[PubMed]
- 69. Chae E, et al. 2014. Species-wide genetic incompatibility analysis identifies immune genes as hot spots of deleterious epistasis. Cell159, 1341–1351. (10.1016/j.cell.2014.10.049) ] [
- 70. Natarajan C, Inoguchi N, Weber RE, Fago A, Moriyama H, Storz JF. 2013 Epistasis among adaptive mutations in deer mouse hemoglobin. Science340, 1324–1327. (10.1126/science.1236862) ] [[Google Scholar]
- 71. Tufts DM, Natarajan C, Revsbech IG, Projecto-Garcia J, Hoffmann FG, Weber RE, Fago A, Moriyama H, Storz JF. 2014 Epistasis constrains mutational pathways of hemoglobin adaptation in high-altitude pikas. Mol. Biol. Evol.32, 287–298. (10.1093/molbev/msu311) ] [[Google Scholar]
- 72. Hanifin CT, Gilly WF. 2015 Evolutionary history of a complex adaptation: tetrodotoxin resistance in salamanders. Evolution69, 232–244. (10.1111/evo.12552/pdf) ] [[Google Scholar]
- 73. Behrman EL, Howick VM, Kapun M, Staubach F, Bergland AO, Petrov DA, Lazzaro BP, Schmidt PS. 2018 Data from: Rapid seasonal evolution in innate immunity of wild Drosophila melanogasterDryad Digital Repository. (10.5061/dryad.qf5m8) [[PubMed]



