Microbiome interactions shape host fitness.

Alison L Gould, Vivian Zhang, Lisa Lamberti, Eric W Jones, Benjamin Obadia, Nikolaos Korasidis, Alex Gavryushkin, Jean M Carlson, Niko Beerenwinkel, William B Ludington
Author Information
  1. Alison L Gould: Division of Genetics, Genomics & Development, Department of Molecular & Cell Biology, University of California, Berkeley, CA 94720. ORCID
  2. Vivian Zhang: Division of Genetics, Genomics & Development, Department of Molecular & Cell Biology, University of California, Berkeley, CA 94720.
  3. Lisa Lamberti: Department of Biosystems Science & Engineering, ETH Zurich, Zurich 8092, Switzerland.
  4. Eric W Jones: Complex Systems Group, Department of Physics, University of California, Santa Barbara, CA 93106.
  5. Benjamin Obadia: Division of Genetics, Genomics & Development, Department of Molecular & Cell Biology, University of California, Berkeley, CA 94720. ORCID
  6. Nikolaos Korasidis: Department of Biosystems Science & Engineering, ETH Zurich, Zurich 8092, Switzerland.
  7. Alex Gavryushkin: Department of Biosystems Science & Engineering, ETH Zurich, Zurich 8092, Switzerland.
  8. Jean M Carlson: Complex Systems Group, Department of Physics, University of California, Santa Barbara, CA 93106.
  9. Niko Beerenwinkel: Department of Biosystems Science & Engineering, ETH Zurich, Zurich 8092, Switzerland.
  10. William B Ludington: Division of Genetics, Genomics & Development, Department of Molecular & Cell Biology, University of California, Berkeley, CA 94720; ludington@carnegiescience.edu. ORCID

Abstract

Gut bacteria can affect key aspects of host fitness, such as development, fecundity, and lifespan, while the host, in turn, shapes the gut microbiome. However, it is unclear to what extent individual species versus community interactions within the microbiome are linked to host fitness. Here, we combinatorially dissect the natural microbiome of and reveal that interactions between bacteria shape host fitness through life history tradeoffs. Empirically, we made germ-free flies colonized with each possible combination of the five core species of fly gut bacteria. We measured the resulting bacterial community abundances and fly fitness traits, including development, reproduction, and lifespan. The fly gut promoted bacterial diversity, which, in turn, accelerated development, reproduction, and aging: Flies that reproduced more died sooner. From these measurements, we calculated the impact of bacterial interactions on fly fitness by adapting the mathematics of genetic epistasis to the microbiome. Development and fecundity converged with higher diversity, suggesting minimal dependence on interactions. However, host lifespan and microbiome abundances were highly dependent on interactions between bacterial species. Higher-order interactions (involving three, four, and five species) occurred in 13-44% of possible cases depending on the trait, with the same interactions affecting multiple traits, a reflection of the life history tradeoff. Overall, we found these interactions were frequently context-dependent and often had the same magnitude as individual species themselves, indicating that the interactions can be as important as the individual species in gut microbiomes.

Keywords

Associated Data

Dryad | 10.5061/dryad.2sr6316

References

  1. Proc Natl Acad Sci U S A. 2004 Aug 31;101(35):12974-9 [PMID: 15322271]
  2. Science. 2006 Apr 21;312(5772):431-3 [PMID: 16627742]
  3. J Evol Biol. 2007 Mar;20(2):433-47 [PMID: 17305809]
  4. Science. 2008 Feb 8;319(5864):777-82 [PMID: 18218863]
  5. Protein Sci. 2009 Nov;18(11):2203-8 [PMID: 19672878]
  6. Biometrika. 1945 Nov;33:183-212 [PMID: 21006835]
  7. Environ Microbiol. 2011 Jul;13(7):1889-900 [PMID: 21631690]
  8. PLoS Genet. 2011 Sep;7(9):e1002272 [PMID: 21966276]
  9. Cell. 2011 Oct 28;147(3):603-14 [PMID: 22036568]
  10. Nat Rev Genet. 2012 Mar 13;13(4):260-70 [PMID: 22411464]
  11. ISME J. 2013 Oct;7(10):1922-32 [PMID: 23719154]
  12. PLoS One. 2013 Aug 13;8(8):e70749 [PMID: 23967097]
  13. MBio. 2013 Nov 05;4(6):e00860-13 [PMID: 24194543]
  14. Appl Environ Microbiol. 2014 Jan;80(2):788-96 [PMID: 24242251]
  15. Front Microbiol. 2014 Jul 08;5:350 [PMID: 25071756]
  16. Cell Metab. 2014 Nov 4;20(5):769-778 [PMID: 25440056]
  17. Cell Rep. 2015 Feb 12;:null [PMID: 25683709]
  18. PLoS Biol. 2015 Aug 18;13(8):e1002226 [PMID: 26284777]
  19. Cell Rep. 2015 Sep 8;12(10):1656-67 [PMID: 26321641]
  20. Sci Rep. 2015 Oct 20;5:15469 [PMID: 26482533]
  21. Cell Host Microbe. 2015 Nov 11;18(5):613-20 [PMID: 26567512]
  22. Nat Commun. 2016 Apr 12;7:11180 [PMID: 27068000]
  23. Elife. 2017 Jan 09;6: [PMID: 28068220]
  24. Curr Biol. 2017 Jul 10;27(13):1999-2006.e8 [PMID: 28625783]
  25. Nature. 2017 Aug 10;548(7666):210-213 [PMID: 28746307]
  26. Elife. 2017 Aug 22;6: [PMID: 28826469]
  27. MBio. 2018 Jan 9;9(1): [PMID: 29317508]
  28. ISME J. 2018 Apr;12(4):959-972 [PMID: 29358735]
  29. Proc Natl Acad Sci U S A. 2018 May 15;115(20):E4547-E4548 [PMID: 29735646]
  30. Proc Natl Acad Sci U S A. 2018 Jul 3;115(27):7099-7104 [PMID: 29915049]
  31. PLoS Biol. 2018 Jul 5;16(7):e2005710 [PMID: 29975680]

Grants

  1. DP5 OD017851/NIH HHS

MeSH Term

Animals
Bacteria
Biodiversity
Drosophila melanogaster
Epistasis, Genetic
Fertility
Gastrointestinal Microbiome
Gastrointestinal Tract
Germ-Free Life
Host Microbial Interactions
Longevity
Microbial Interactions
Microbiota
Phenotype
Reproduction

Word Cloud

Created with Highcharts 10.0.0interactionsfitnesshostmicrobiomespeciesgutflybacterialbacteriadevelopmentlifespanindividuallifehistorycanfecundityturnHowevercommunityshapetradeoffspossiblefiveabundancestraitsreproductiondiversityGutaffectkeyaspectsshapesunclearextentversuswithinlinkedcombinatoriallydissectnaturalrevealEmpiricallymadegerm-freefliescolonizedcombinationcoremeasuredresultingincludingpromotedacceleratedaging:FliesreproduceddiedsoonermeasurementscalculatedimpactadaptingmathematicsgeneticepistasisDevelopmentconvergedhighersuggestingminimaldependencehighlydependentHigher-orderinvolvingthreefouroccurred13-44%casesdependingtraitaffectingmultiplereflectiontradeoffOverallfoundfrequentlycontext-dependentoftenmagnitudeindicatingimportantmicrobiomesMicrobiomeDrosophilalandscapehigher-order

Similar Articles

Cited By