Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Review Article
  • Published:

Priority effects in microbiome assembly

An Author Correction to this article was published on 01 October 2021

This article has been updated

Abstract

Advances in next-generation sequencing have enabled the widespread measurement of microbiome composition across systems and over the course of microbiome assembly. Despite substantial progress in understanding the deterministic drivers of community composition, the role of historical contingency remains poorly understood. The establishment of new species in a community can depend on the order and/or timing of their arrival, a phenomenon known as a priority effect. Here, we review the mechanisms of priority effects and evidence for their importance in microbial communities inhabiting a range of environments, including the mammalian gut, the plant phyllosphere and rhizosphere, soil, freshwaters and oceans. We describe approaches for the direct testing and prediction of priority effects in complex microbial communities and illustrate these with re-analysis of publicly available plant and animal microbiome datasets. Finally, we discuss the shared principles that emerge across study systems, focusing on eco-evolutionary dynamics and the importance of scale. Overall, we argue that predicting when and how current community state impacts the success of newly arriving microbial taxa is crucial for the management of microbiomes to sustain ecological function and host health. We conclude by discussing outstanding conceptual and practical challenges that are faced when measuring priority effects in microbiomes.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Fig. 1: Priority effects between macroorganisms and between members of their microbiomes in a hypothetical terrestrial ecosystem.
Fig. 2: Examples of priority effects with varying impacts on function.
Fig. 3: Approaches for detecting candidate priority effects in time-series microbiome data.
Fig. 4: Identifying strains of interest in destructively sampled microbiome data.
Fig. 5: Priority effects act on a range of spatial and temporal scales.

Similar content being viewed by others

Change history

References

  1. Connell, J. H. & Slatyer, R. O. Mechanisms of succession in natural communities and their role in community stability and organization. Am. Naturalist 111, 1119–1144 (1977).

    Google Scholar 

  2. Shulman, M. J. et al. Priority effects in the recruitment of juvenile coral reef fishes. Ecology 64, 1508–1513 (1983).

    Google Scholar 

  3. Alford, R. A. & Wilbur, H. M. Priority effects in experimental pond communities: competition between Bufo and Rana. Ecology 66, 1097–1105 (1985).

    Google Scholar 

  4. Grman, E. & Suding, K. N. Within-year soil legacies contribute to strong priority effects of exotics on native California grassland communities. Restor. Ecol. 18, 664–670 (2010).

    Google Scholar 

  5. Almany, G. R. Priority effects in coral reef fish communities. Ecology 84, 1920–1935 (2003).

    Google Scholar 

  6. Fukami, T. Historical contingency in community assembly: integrating niches, species pools, and priority effects. Annu. Rev. Ecol. Evol. Syst. 46, 1–23 (2015). This study defines mechanisms by which early-arriving species affect late-arriving species (niche pre-emption and niche modification) and describes how and when they are expected to influence community assembly outcomes.

    Google Scholar 

  7. Mariotte, P. et al. Plant-soil feedback: bridging natural and agricultural sciences. Trends Ecol. Evol. 33, 129–142 (2018).

    PubMed  Google Scholar 

  8. Suding, K. N., Gross, K. L. & Houseman, G. R. Alternative states and positive feedbacks in restoration ecology. Trends Ecol. Evol. 19, 46–53 (2004).

    PubMed  Google Scholar 

  9. Sprockett, D., Fukami, T. & Relman, D. A. Role of priority effects in the early-life assembly of the gut microbiota. Nat. Rev. Gastroenterol. Hepatol. 15, 197–205 (2018).

    PubMed  PubMed Central  Google Scholar 

  10. Chng, K. R. et al. Metagenome-wide association analysis identifies microbial determinants of post-antibiotic ecological recovery in the gut. Nat. Ecol. Evol. 4, 1256–1267 (2020).

    PubMed  Google Scholar 

  11. Lee, S. M. et al. Bacterial colonization factors control specificity and stability of the gut microbiota. Nature 501, 426–429 (2013). Uncovered the molecular mechanism underlying priority effects between strains of Bacteroides in the mouse gut microbiota.

    CAS  PubMed  PubMed Central  Google Scholar 

  12. Martínez, I. et al. Experimental evaluation of the importance of colonization history in early-life gut microbiota assembly. eLife 7, e36521 (2018). Inoculated mice with donor communities at different time points; the mature communities most resembled whichever donor community was inoculated first.

    PubMed  PubMed Central  Google Scholar 

  13. Furman, O. et al. Stochasticity constrained by deterministic effects of diet and age drive rumen microbiome assembly dynamics. Nat. Commun. 11, 1904 (2020). This study showed that the effects of delivery mode on the assembly of the cow rumen microbiome extend beyond initial exposure to different microbiota and they continue to affect bacterial species that arrive throughout the first few years of life.

    CAS  PubMed  PubMed Central  Google Scholar 

  14. Cheong, J. Z. A. et al. Priority effects dictate community structure and alter virulence of fungal-bacterial biofilms. ISME J. https://doi.org/10.1038/s41396-021-00901-5 (2021).

    Article  PubMed  PubMed Central  Google Scholar 

  15. Seybold, H. et al. A fungal pathogen induces systemic susceptibility and systemic shifts in wheat metabolome and microbiome composition. Nat. Commun. 11, 1910 (2020).

    CAS  PubMed  PubMed Central  Google Scholar 

  16. Carlström, C. I. et al. Synthetic microbiota reveal priority effects and keystone strains in the Arabidopsis phyllosphere. Nat Ecol. Evol. 3, 1445–1454 (2019). This study experimentally manipulated the assembly sequence of strains in a complex synthetic community in the plant phyllosphere.

    PubMed  PubMed Central  Google Scholar 

  17. Halliday, F. W. et al. Facilitative priority effects drive parasite assembly under coinfection. Nat. Ecol. Evol. 4, 1510–1521 (2020).

    PubMed  Google Scholar 

  18. Peay, K. G., Belisle, M. & Fukami, T. Phylogenetic relatedness predicts priority effects in nectar yeast communities. Proc. Biol. Sci. 279, 749–758 (2012).

    PubMed  Google Scholar 

  19. Wei, Z. et al. Trophic network architecture of root-associated bacterial communities determines pathogen invasion and plant health. Nat. Commun. 6, 8413 (2015). Showed that priority effects between commensal and pathogenic bacteria in the plant rhizosphere can be predicted based on overlap in resource consumption in vitro.

    CAS  PubMed  Google Scholar 

  20. Kennedy, P. G., Peay, K. G. & Bruns, T. D. Root tip competition among ectomycorrhizal fungi: Are priority effects a rule or an exception? Ecology 90, 2098–2107 (2009).

    PubMed  Google Scholar 

  21. Fukami, T. et al. Assembly history dictates ecosystem functioning: evidence from wood decomposer communities. Ecol. Lett. 13, 675–684 (2010).

    PubMed  Google Scholar 

  22. Enke, T. N. et al. Modular assembly of polysaccharide-degrading marine microbial communities. Curr. Biol. 29, 1528–1535 (2019).

    CAS  PubMed  Google Scholar 

  23. Svoboda, P., Lindström, E. S., Ahmed Osman, O. & Langenheder, S. Dispersal timing determines the importance of priority effects in bacterial communities. ISME J. 12, 644–646 (2018). Demonstrated that the strength of priority effects in an aquatic community was a product of how well each community was adapted to the habitat and the amount of time between their dispersal events.

    PubMed  Google Scholar 

  24. Trivedi, P., Leach, J. E., Tringe, S. G., Sa, T. & Singh, B. K. Plant-microbiome interactions: from community assembly to plant health. Nat. Rev. Microbiol. 18, 607–621 (2020).

    CAS  PubMed  Google Scholar 

  25. Shreiner, A. B., Kao, J. Y. & Young, V. B. The gut microbiome in health and disease. Curr. Opin. Gastroenterol. 31, 69–75 (2015).

    CAS  PubMed  PubMed Central  Google Scholar 

  26. Long, Z. T. & Karel, I. Resource specialization determines whether history influences community structure. Oikos 96, 62–69 (2002).

    Google Scholar 

  27. Tan, J., Pu, Z., Ryberg, W. A. & Jiang, L. Species phylogenetic relatedness, priority effects, and ecosystem functioning. Ecology 93, 1164–1172 (2012).

    PubMed  Google Scholar 

  28. Maignien, L., DeForce, E. A., Chafee, M. E., Eren, A. M. & Simmons, S. L. Ecological succession and stochastic variation in the assembly of Arabidopsis thaliana phyllosphere communities. mBio 5, e00682–13 (2014).

    PubMed  PubMed Central  Google Scholar 

  29. Yassour, M. et al. Natural history of the infant gut microbiome and impact of antibiotic treatment on bacterial strain diversity and stability. Sci. Transl Med. 8, 343ra81 (2016).

    PubMed  PubMed Central  Google Scholar 

  30. Tilman, D. Resource competition between plankton algae: an experimental and theoretical approach. Ecology 58, 338–348 (1977).

    CAS  Google Scholar 

  31. Tucker, C. M. & Fukami, T. Environmental variability counteracts priority effects to facilitate species coexistence: evidence from nectar microbes. Proc. Biol. Sci. 281, 20132637 (2014).

    PubMed  PubMed Central  Google Scholar 

  32. Poza-Carrion, C., Suslow, T. & Lindow, S. Resident bacteria on leaves enhance survival of immigrant cells of Salmonella enterica. Phytopathology 103, 341–351 (2013).

    PubMed  Google Scholar 

  33. Monier, J.-M. & Lindow, S. E. Aggregates of resident bacteria facilitate survival of immigrant bacteria on leaf surfaces. Microb. Ecol. 49, 343–352 (2005).

    PubMed  Google Scholar 

  34. Piccardi, P., Vessman, B. & Mitri, S. Toxicity drives facilitation between 4 bacterial species. Proc. Natl Acad. Sci. USA 116, 15979–15984 (2019).

    CAS  PubMed  PubMed Central  Google Scholar 

  35. Potnis, N. et al. Xanthomonas perforans colonization influences Salmonella enterica in the tomato phyllosphere. Appl. Environ. Microbiol. 80, 3173–3180 (2014).

    PubMed  PubMed Central  Google Scholar 

  36. Zhang, Y., Kastman, E. K., Guasto, J. S. & Wolfe, B. E. Fungal networks shape dynamics of bacterial dispersal and community assembly in cheese rind microbiomes. Nat. Commun. 9, 336 (2018).

    PubMed  PubMed Central  Google Scholar 

  37. Chang, P. V. Chemical mechanisms of colonization resistance by the gut microbial metabolome. ACS Chem. Biol. 15, 1119–1126 (2020).

    CAS  PubMed  PubMed Central  Google Scholar 

  38. Borton, M. A. et al. Chemical and pathogen-induced inflammation disrupt the murine intestinal microbiome. Microbiome 5, 47 (2017).

    PubMed  PubMed Central  Google Scholar 

  39. Snelders, N. C. et al. Microbiome manipulation by a soil-borne fungal plant pathogen using effector proteins. Nat. Plants 6, 1365–1374 (2020).

    CAS  PubMed  Google Scholar 

  40. Foster, J. L. & Fogleman, J. C. Bacterial succession in necrotic tissue of agria cactus (Stenocereus gummosus). Appl. Environ. Microbiol. 60, 619–625 (1994).

    CAS  PubMed  PubMed Central  Google Scholar 

  41. O’Keeffe, K. R., Halliday, F. W., Jones, C. D., Carbone, I. & Mitchell, C. E. Parasites, niche modification, and the host microbiome: a field survey of multiple parasites. Mol. Ecol. 30, 2404–2416 (2021).

    PubMed  Google Scholar 

  42. Joo, J. et al. Bacteriophage-mediated competition in Bordetella bacteria. Proc. Biol. Sci. 273, 1843–1848 (2006).

    PubMed  PubMed Central  Google Scholar 

  43. Fernández, L., Rodríguez, A. & García, P. Phage or foe: an insight into the impact of viral predation on microbial communities. ISME J. 12, 1171–1179 (2018).

    PubMed  PubMed Central  Google Scholar 

  44. Sweere, J. M. et al. Bacteriophage trigger antiviral immunity and prevent clearance of bacterial infection. Science 363, eaat9691 (2019).

    CAS  PubMed  PubMed Central  Google Scholar 

  45. Veiga, P. et al. Bifidobacterium animalis subsp. lactis fermented milk product reduces inflammation by altering a niche for colitogenic microbes. Proc. Natl Acad. Sci. USA 107, 18132–18137 (2010).

    CAS  PubMed  PubMed Central  Google Scholar 

  46. Topisirovic, L. et al. Potential of lactic acid bacteria isolated from specific natural niches in food production and preservation. Int. J. Food Microbiol. 112, 230–235 (2006).

    CAS  PubMed  Google Scholar 

  47. De Vuyst, L. & Leroy, F. Bacteriocins from lactic acid bacteria: production, purification, and food applications. J. Mol. Microbiol. Biotechnol. 13, 194–199 (2007).

    PubMed  Google Scholar 

  48. ten Cate, J. M. Biofilms, a new approach to the microbiology of dental plaque. Odontology 94, 1–9 (2006).

    PubMed  Google Scholar 

  49. Gibbons, S. M., Kearney, S. M., Smillie, C. S. & Alm, E. J. Two dynamic regimes in the human gut microbiome. PLoS Comput. Biol. 13, e1005364 (2017).

    PubMed  PubMed Central  Google Scholar 

  50. Mouillot, D. et al. Functional over-redundancy and high functional vulnerability in global fish faunas on tropical reefs. Proc. Natl Acad. Sci. USA 111, 13757–13762 (2014).

    CAS  PubMed  PubMed Central  Google Scholar 

  51. Louca, S. et al. Function and functional redundancy in microbial systems. Nat. Ecol. Evol. 2, 936–943 (2018).

    PubMed  Google Scholar 

  52. The Human Microbiome Project Consortium. Structure, function and diversity of the healthy human microbiome. Nature 486, 207–214 (2012).

    PubMed Central  Google Scholar 

  53. Zhang, Q.-G. & Zhang, D.-Y. Colonization sequence influences selection and complementarity effects on biomass production in experimental algal microcosms. Oikos 116, 1748–1758 (2007).

    Google Scholar 

  54. Dickie, I. A., Fukami, T., Wilkie, J. P., Allen, R. B. & Buchanan, P. K. Do assembly history effects attenuate from species to ecosystem properties? A field test with wood-inhabiting fungi. Ecol. Lett. 15, 133–141 (2012).

    PubMed  Google Scholar 

  55. Bittleston, L. S., Gralka, M., Leventhal, G. E., Mizrahi, I. & Cordero, O. X. Context-dependent dynamics lead to the assembly of functionally distinct microbial communities. Nat. Commun. 11, 1440 (2020).

    CAS  PubMed  PubMed Central  Google Scholar 

  56. Boyle, J. A., Simonsen, A. K., Frederickson, M. E. & Stinchcombe, J. R. Priority effects alter interaction outcomes in a legume-rhizobium mutualism. Proc. Biol. Sci. 288, 20202753 (2021).

    PubMed  PubMed Central  Google Scholar 

  57. Fukami, T. & Morin, P. J. Productivity–biodiversity relationships depend on the history of community assembly. Nature 424, 423–426 (2003).

    CAS  PubMed  Google Scholar 

  58. Medini, D., Donati, C., Tettelin, H., Masignani, V. & Rappuoli, R. The microbial pan-genome. Curr. Opin. Genet. Dev. 15, 589–594 (2005).

    CAS  PubMed  Google Scholar 

  59. Wagg, C., Schlaeppi, K., Banerjee, S., Juramae, E. E. & van der Heijden, M. G. A. Fungal-bacterial diversity and microbiome complexity predict ecosystem functioning. Nat. Commun. 10, 4841 (2019).

    PubMed  PubMed Central  Google Scholar 

  60. Rummens, K., De Meester, L. & Souffreau, C. Inoculation history affects community composition in experimental freshwater bacterioplankton communities. Environ. Microbiol. 20, 1120–1133 (2018).

    PubMed  Google Scholar 

  61. Steen, A. D. et al. High proportions of bacteria and archaea across most biomes remain uncultured. ISME J. 13, 3126–3130 (2019).

    PubMed  PubMed Central  Google Scholar 

  62. Imachi, H. et al. Isolation of an archaeon at the prokaryote–eukaryote interface. Nature 577, 519–525 (2020).

    CAS  PubMed  PubMed Central  Google Scholar 

  63. D’Onofrio, A. et al. Siderophores from neighboring organisms promote the growth of uncultured bacteria. Chem. Biol. 17, 254–264 (2010).

    PubMed  PubMed Central  Google Scholar 

  64. Maldonado-Gómez, M. X. et al. Stable engraftment of Bifidobacterium longum AH1206 in the human gut depends on individualized features of the resident microbiome. Cell Host Microbe 20, 515–526 (2016). This study identified features of the resident microbiome (bacterial taxa and genes) that predicted variation in the persistence of a probiotic among subjects in a clinical trial.

    PubMed  Google Scholar 

  65. Christian, N., Herre, E. A., Mejia, L. C. & Clay, K. Exposure to the leaf litter microbiome of healthy adults protects seedlings from pathogen damage. Proc. Biol. Sci. 284, 20170641 (2017).

    PubMed  PubMed Central  Google Scholar 

  66. Alavi, S. et al. Interpersonal gut microbiome variation drives susceptibility and resistance to cholera infection. Cell 181, 1533–1546 (2020).

    CAS  PubMed  PubMed Central  Google Scholar 

  67. Hiscox, J. et al. Priority effects during fungal community establishment in beech wood. ISME J. 9, 2246–2260 (2015).

    PubMed  PubMed Central  Google Scholar 

  68. Losos, J. B. Contingency and determinism in replicated adaptive radiations of island lizards. Science 279, 2115–2118 (1998).

    CAS  PubMed  Google Scholar 

  69. Glitzenstein, J. S., Harcombe, P. A. & Streng, D. R. Disturbance, succession, and maintenance of species diversity in an east texas forest. Ecol. Monogr. 56, 243–258 (1986).

    Google Scholar 

  70. Dominguez-Bello, M. G. et al. Delivery mode shapes the acquisition and structure of the initial microbiota across multiple body habitats in newborns. Proc. Natl Acad. Sci. USA 107, 11971–11975 (2010).

    PubMed  PubMed Central  Google Scholar 

  71. Bäckhed, F. et al. Dynamics and stabilization of the human gut microbiome during the first year of life. Cell Host Microbe 17, 852 (2015).

    PubMed  Google Scholar 

  72. Edwards, J. A. et al. Compositional shifts in root-associated bacterial and archaeal microbiota track the plant life cycle in field-grown rice. PLoS Biol. 16, e2003862 (2018).

    PubMed  PubMed Central  Google Scholar 

  73. Chappell, C. R. & Fukami, T. Nectar yeasts: a natural microcosm for ecology. Yeast 35, 417–423 (2018).

    CAS  PubMed  Google Scholar 

  74. Loeuille, N. & Leibold, M. A. Evolution in metacommunities: on the relative importance of species sorting and monopolization in structuring communities. Am. Nat. 171, 788–799 (2008).

    PubMed  Google Scholar 

  75. Vallespir Lowery, N. & Ursell, T. Structured environments fundamentally alter dynamics and stability of ecological communities. Proc. Natl Acad. Sci. USA 116, 379–388 (2019).

    PubMed  Google Scholar 

  76. Wittmann, M. J. & Fukami, T. Eco-evolutionary buffering: rapid evolution facilitates regional species coexistence despite local priority effects. Am. Nat. 191, E171–E184 (2018).

    PubMed  Google Scholar 

  77. Eitam, A., Blaustein, L. & Mangel, M. Density and intercohort priority effects on larval Salamandra salamandra in temporary pools. Oecologia 146, 36–42 (2005).

    PubMed  Google Scholar 

  78. Woody, S. T., Ives, A. R., Nordheim, E. V. & Andrews, J. H. Dispersal, density dependence, and population dynamics of a fungal microbe on leaf surfaces. Ecology 88, 1513–1524 (2007).

    PubMed  Google Scholar 

  79. Wein, T. et al. Carrying capacity and colonization dynamics of Curvibacter in the hydra host habitat. Front. Microbiol. 9, 443 (2018).

    PubMed  PubMed Central  Google Scholar 

  80. Remus-Emsermann, M. N. P. et al. Spatial distribution analyses of natural phyllosphere-colonizing bacteria on Arabidopsis thaliana revealed by fluorescence in situ hybridization. Environ. Microbiol. 16, 2329–2340 (2014).

    CAS  PubMed  Google Scholar 

  81. Tewksbury, J. J. & Lloyd, J. D. Positive interactions under nurse-plants: spatial scale, stress gradients and benefactor size. Oecologia 127, 425–434 (2001).

    PubMed  Google Scholar 

  82. Monier, J.-M. & Lindow, S. E. Differential survival of solitary and aggregated bacterial cells promotes aggregate formation on leaf surfaces. Proc. Natl Acad. Sci. USA 100, 15977–15982 (2003).

    CAS  PubMed  PubMed Central  Google Scholar 

  83. LaSarre, B., McCully, A. L., Lennon, J. T. & McKinlay, J. B. Microbial mutualism dynamics governed by dose-dependent toxicity of cross-fed nutrients. ISME J. 11, 337–348 (2017).

    CAS  PubMed  Google Scholar 

  84. McCully, A. L., LaSarre, B. & McKinlay, J. B. Growth-independent cross-feeding modifies boundaries for coexistence in a bacterial mutualism. Environ. Microbiol. 19, 3538–3550 (2017).

    CAS  PubMed  Google Scholar 

  85. Nuñez, M. A., Horton, T. R. & Simberloff, D. Lack of belowground mutualisms hinders Pinaceae invasions. Ecology 90, 2352–2359 (2009).

    PubMed  Google Scholar 

  86. Fürst, U. et al. Perception of Agrobacterium tumefaciens flagellin by FLS2XL confers resistance to crown gall disease. Nat. Plants 6, 22–27 (2020).

    PubMed  Google Scholar 

  87. Lu, P., Bian, G., Pan, X. & Xi, Z. Wolbachia induces density-dependent inhibition to dengue virus in mosquito cells. PLoS Negl. Trop. Dis. 6, e1754 (2012).

    PubMed  PubMed Central  Google Scholar 

  88. Vannette, R. L. & Fukami, T. Historical contingency in species interactions: towards niche-based predictions. Ecol. Lett. 17, 115–124 (2014).

    PubMed  Google Scholar 

  89. Onoda, Y. et al. Trade-off between light interception efficiency and light use efficiency: implications for species coexistence in one-sided light competition. J. Ecol. 102, 167–175 (2014).

    Google Scholar 

  90. Burson, A., Stomp, M., Greenwell, E., Grosse, J. & Huisman, J. Competition for nutrients and light: testing advances in resource competition with a natural phytoplankton community. Ecology 99, 1108–1118 (2018).

    PubMed  Google Scholar 

  91. Malerba, M. E., Palacios, M. M., Palacios Delgado, Y. M., Beardall, J. & Marshall, D. J. Cell size, photosynthesis and the package effect: an artificial selection approach. N. Phytol. 219, 449–461 (2018).

    CAS  Google Scholar 

  92. Hajishengallis, G. et al. Low-abundance biofilm species orchestrates inflammatory periodontal disease through the commensal microbiota and complement. Cell Host Microbe 10, 497–506 (2011).

    CAS  PubMed  PubMed Central  Google Scholar 

  93. Herren, C. M. & McMahon, K. D. Keystone taxa predict compositional change in microbial communities. Environ. Microbiol. 20, 2207–2217 (2018).

    PubMed  Google Scholar 

  94. Battin, T. J., Kaplan, L. A., Newbold, J. D., Cheng, X. & Hansen, C. Effects of current velocity on the nascent architecture of stream microbial biofilms. Appl. Environ. Microbiol. 69, 5443–5452 (2003).

    CAS  PubMed  PubMed Central  Google Scholar 

  95. Tecon, R., Ebrahimi, A., Kleyer, H., Erev Levi, S. & Or, D. Cell-to-cell bacterial interactions promoted by drier conditions on soil surfaces. Proc. Natl Acad. Sci. USA 115, 9791–9796 (2018).

    CAS  PubMed  PubMed Central  Google Scholar 

  96. van der Wal, A., Tecon, R., Kreft, J.-U., Mooij, W. M. & Leveau, J. H. J. Explaining bacterial dispersion on leaf surfaces with an individual-based model (PHYLLOSIM). PLoS ONE 8, e75633 (2013).

    PubMed  PubMed Central  Google Scholar 

  97. Pande, S. et al. Privatization of cooperative benefits stabilizes mutualistic cross-feeding interactions in spatially structured environments. ISME J. 10, 1413–1423 (2016).

    PubMed  Google Scholar 

  98. Momeni, B., Waite, A. J. & Shou, W. Spatial self-organization favors heterotypic cooperation over cheating. eLife 2, e00960 (2013).

    PubMed  PubMed Central  Google Scholar 

  99. Hol, F. J. H., Galajda, P., Woolthuis, R. G., Dekker, C. & Keymer, J. E. The idiosyncrasy of spatial structure in bacterial competition. BMC Res. Notes 8, 245 (2015).

    PubMed  PubMed Central  Google Scholar 

  100. Dal Co, A., van Vliet, S., Kiviet, D. J., Schlegel, S. & Ackermann, M. Short-range interactions govern the dynamics and functions of microbial communities. Nat. Ecol. Evol. 4, 366–375 (2020).

    PubMed  Google Scholar 

  101. Dang, A. T. & Marsland, B. J. Microbes, metabolites, and the gut–lung axis. Mucosal Immunol. 12, 843–850 (2019).

    CAS  PubMed  Google Scholar 

  102. Morella, N. M., Zhang, X. & Koskella, B. Tomato seed-associated bacteria confer protection of seedlings against foliar disease caused by Pseudomonas syringae. Phytobiomes J. 3, 177–190 (2019).

    Google Scholar 

  103. Scharschmidt, T. C. et al. A wave of regulatory t cells into neonatal skin mediates tolerance to commensal microbes. Immunity 43, 1011–1021 (2015).

    CAS  PubMed  PubMed Central  Google Scholar 

  104. Sadd, B. M., Kleinlogel, Y., Schmid-Hempel, R. & Schmid-Hempel, P. Trans-generational immune priming in a social insect. Biol. Lett. 1, 386–388 (2005).

    PubMed  PubMed Central  Google Scholar 

  105. Zhou, J. & Ning, D. Stochastic community assembly: does it matter in microbial ecology? Microbiol. Mol. Biol. Rev. https://doi.org/10.1128/MMBR.00002-17 (2017).

    Article  PubMed  PubMed Central  Google Scholar 

  106. Rillig, M. C. et al. Interchange of entire communities: microbial community coalescence. Trends Ecol. Evol. 30, 470–476 (2015).

    PubMed  Google Scholar 

  107. Meadow, J. F., Bateman, A. C., Herkert, K. M., O’Connor, T. K. & Green, J. L. Significant changes in the skin microbiome mediated by the sport of roller derby. PeerJ 1, e53 (2013).

    PubMed  PubMed Central  Google Scholar 

  108. Vannette, R. L. The floral microbiome: plant, pollinator, and microbial perspectives. Annu. Rev. Ecol. Evol. Syst. 51, 363–386 (2020).

    Google Scholar 

  109. Pachiadaki, M. G. et al. Charting the complexity of the marine microbiome through single-cell genomics. Cell 179, 1623–1635 (2019).

    CAS  PubMed  PubMed Central  Google Scholar 

  110. Watrous, J. D. & Dorrestein, P. C. Imaging mass spectrometry in microbiology. Nat. Rev. Microbiol. 9, 683–694 (2011).

    CAS  PubMed  PubMed Central  Google Scholar 

  111. Hungate, B. A. et al. Quantitative microbial ecology through stable isotope probing. Appl. Environ. Microbiol. 81, 7570–7581 (2015).

    CAS  PubMed  PubMed Central  Google Scholar 

  112. Tropini, C., Earle, K. A., Huang, K. C. & Sonnenburg, J. L. The gut microbiome: connecting spatial organization to function. Cell Host Microbe 21, 433–442 (2017).

    CAS  PubMed  PubMed Central  Google Scholar 

  113. Garud, N. R., Good, B. H., Hallatschek, O. & Pollard, K. S. Evolutionary dynamics of bacteria in the gut microbiome within and across hosts. PLoS Biol. 17, e3000102 (2019).

    PubMed  PubMed Central  Google Scholar 

  114. Braga, L. P. P. et al. Impact of phages on soil bacterial communities and nitrogen availability under different assembly scenarios. Microbiome 8, 52 (2020).

    PubMed  PubMed Central  Google Scholar 

  115. Rao, C. et al. Multi-kingdom ecological drivers of microbiota assembly in preterm infants. Nature 591, 633–638 (2021).

    CAS  PubMed  PubMed Central  Google Scholar 

  116. Schluter, D., Price, T. D. & Grant, P. R. Ecological character displacement in Darwin’s finches. Science 227, 1056–1059 (1985).

    CAS  PubMed  Google Scholar 

  117. Zee, P. C. & Fukami, T. Priority effects are weakened by a short, but not long, history of sympatric evolution. Proc. R. Soc. Lond. B Biol. Sci. 285, 20171722 (2018).

    Google Scholar 

  118. Gensollen, T., Iyer, S. S., Kasper, D. L. & Blumberg, R. S. How colonization by microbiota in early life shapes the immune system. Science 352, 539–544 (2016).

    CAS  PubMed  PubMed Central  Google Scholar 

  119. Suez, J. et al. Post-antibiotic gut mucosal microbiome reconstitution is impaired by probiotics and improved by autologous FMT. Cell 174, 1406–1423 (2018).

    CAS  PubMed  Google Scholar 

  120. Urban, M. C. & De Meester, L. Community monopolization: local adaptation enhances priority effects in an evolving metacommunity. Proc. R. Soc. Lond. B Biol. Sci. 276, 4129–4138 (2009).

    Google Scholar 

  121. De Meester, L., Vanoverbeke, J., Kilsdonk, L. J. & Urban, M. C. Evolving perspectives on monopolization and priority effects. Trends Ecol. Evol. 31, 136–146 (2016). This study describes how evolutionary changes in early-arriving strains or species can limit colonization by later-arriving strains or species.

    PubMed  Google Scholar 

  122. Madi, N., Vos, M., Murall, C. L., Legendre, P. & Shapiro, B. J. Does diversity beget diversity in microbiomes? eLife 9, e58999 (2020).

    CAS  PubMed  PubMed Central  Google Scholar 

  123. Castledine, M., Padfield, D. & Buckling, A. Experimental (co)evolution in a multi-species microbial community results in local maladaptation. Ecol. Lett. 23, 1673–1681 (2020).

    PubMed  Google Scholar 

  124. von Gillhaussen, P. et al. Priority effects of time of arrival of plant functional groups override sowing interval or density effects: a grassland experiment. PLoS ONE 9, e86906 (2014).

    Google Scholar 

  125. Ferrero, A. F. Effect of compaction simulating cattle trampling on soil physical characteristics in woodland. Soil. Tillage Res. 19, 319–329 (1991).

    Google Scholar 

  126. Maron, J. L. & Jefferies, R. L. Bush lupine mortality, altered resource availability, and alternative vegetation states. Ecology 80, 443–454 (1999).

    Google Scholar 

  127. Eng, T. et al. Iron supplementation eliminates antagonistic interactions between root-associated bacteria. Front. Microbiol. 11, 1742 (2020).

    PubMed  PubMed Central  Google Scholar 

  128. Gong, B.-Q. et al. Cross-microbial protection via priming a conserved immune co-receptor through juxtamembrane phosphorylation in plants. Cell Host Microbe 26, 810–822 (2019).

    CAS  PubMed  Google Scholar 

  129. Goldford, J. E. et al. Emergent simplicity in microbial community assembly. Science 361, 469–474 (2018).

    CAS  PubMed  PubMed Central  Google Scholar 

  130. Lindemann, J. Competition between ice nucleation-active wild type and ice nucleation-deficient deletion mutant strains of Pseudomonas syringae and P. fluorescens biovar I and biological control of frost injury on strawberry blossoms. Phytopathology 77, 882 (1987).

    Google Scholar 

  131. Guittar, J., Shade, A. & Litchman, E. Trait-based community assembly and succession of the infant gut microbiome. Nat. Commun. 10, 512 (2019).

    CAS  PubMed  PubMed Central  Google Scholar 

  132. Love, M. I., Huber, W. & Anders, S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 15, 550 (2014).

    PubMed  PubMed Central  Google Scholar 

  133. Kozich, J. J., Westcott, S. L., Baxter, N. T., Highlander, S. K. & Schloss, P. D. Development of a dual-index sequencing strategy and curation pipeline for analyzing amplicon sequence data on the MiSeq Illumina sequencing platform. Appl. Environ. Microbiol. 79, 5112–5120 (2013).

    CAS  PubMed  PubMed Central  Google Scholar 

  134. Nyholm, S. V. & McFall-Ngai, M. The winnowing: establishing the squid-Vibrio symbiosis. Nat. Rev. Microbiol. 2, 632–642 (2004).

    CAS  PubMed  Google Scholar 

  135. O’Hanlon, D. E., Moench, T. R. & Cone, R. A. Vaginal pH and microbicidal lactic acid when lactobacilli dominate the microbiota. PLoS ONE 8, e80074 (2013).

    PubMed  PubMed Central  Google Scholar 

  136. Pantel, J. H., Duvivier, C. & Meester, L. D. Rapid local adaptation mediates zooplankton community assembly in experimental mesocosms. Ecol. Lett. 18, 992–1000 (2015).

    PubMed  Google Scholar 

  137. Fukami, T., Beaumont, H. J. E., Zhang, X.-X. & Rainey, P. B. Immigration history controls diversification in experimental adaptive radiation. Nature 446, 436–439 (2007).

    CAS  PubMed  Google Scholar 

  138. Rigby, M. C., Hechinger, R. F. & Stevens, L. Why should parasite resistance be costly? Trends Parasitol. 18, 116–120 (2002).

    PubMed  Google Scholar 

  139. Koskella, B. Phage-mediated selection on microbiota of a long-lived host. Curr. Biol. 23, 1256–1260 (2013).

    CAS  PubMed  Google Scholar 

Download references

Acknowledgements

R.D. was supported by the National Science Foundation Graduate Research Fellowship (grant no. 1650114). The authors thank members of the graduate seminar ‘Microbiomes in and as Food Webs’ for helpful discussion.

Author information

Authors and Affiliations

Authors

Contributions

R.D., R.A.H., A.L.J. and A.C.-C. researched data for the article and wrote the article. All authors contributed substantially to discussion of the content and reviewed and edited the manuscript before submission.

Corresponding authors

Correspondence to Reena Debray or Robin A. Herbert.

Ethics declarations

Competing interests

The authors declare no competing interests.

Additional information

Peer review information

Nature Reviews Microbiology thanks H. Bernstein, M. van der Heijden and the other, anonymous, reviewer(s) for their contribution to the peer review of this work.

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Related links

microbiomepriorityeffects: https://github.com/alexcritschristoph/microbiomepriorityeffects/

Supplementary information

Glossary

Priority effects

Refers, in the narrowest sense, to instances in which the outcomes of species interactions vary according to the order of arrival but is often broadened (including here) to include instances in which arrival timing and/or the abundances of resident species affect the ability of new species to establish.

Perturbation

A change in the biotic or abiotic environment that affects organisms in an ecological community; considered a pulse perturbation (or disturbance) when it is brief compared with the population timescales of relevant organisms or a press perturbation (stress, regime shift) if it is more prolonged.

Trophic resources

Any resource that can be metabolized for biomass production.

Non-trophic resources

Any resource that aids the growth or survival of an organism without being consumed for biomass or energy.

Exploitative competition

An adverse indirect interaction between consumers caused by depleting a shared limiting resource.

Interference competition

An adverse direct interaction between species, generally mediated by harmful behaviours or chemicals.

Apparent competition

An adverse indirect interaction between species that increases the abundance or impact of a common enemy (pathogen, consumer, antibody or predator).

Keystone taxa

A species or strain whose effect is large and disproportionate to its abundance in a community.

Metacommunity

A set of interacting communities that are linked by dispersal.

Community coalescence

The mixing of multiple ecological communities.

Ecological character displacement

Evolutionary divergence of species with overlapping ranges to lessen resource competition.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Debray, R., Herbert, R.A., Jaffe, A.L. et al. Priority effects in microbiome assembly. Nat Rev Microbiol 20, 109–121 (2022). https://doi.org/10.1038/s41579-021-00604-w

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/s41579-021-00604-w

This article is cited by

Search

Quick links

Nature Briefing

Sign up for the Nature Briefing newsletter — what matters in science, free to your inbox daily.

Get the most important science stories of the day, free in your inbox. Sign up for Nature Briefing