ArticlePloS one2021
Biodiversity of marine microbes is safeguarded by phenotypic heterogeneity in ecological traits.
Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
- Emergent phenotypic heterogeneity in synthetic cross-feeding consortia driven by heterogeneous metabolite distribution.National science review · 2026Article
- More realistic plankton simulation models will improve projections of ocean ecosystem responses to global change.Nature ecology & evolution · 2025Review
- In-vitro and bioinformatic studies of bioactive compounds from Oceanimonas sp. JM-AZM31 and Lysinibacillus fusiformis JM-AZM37 of sponge-associated marine bacteria from a mangrove habitat in Southeast Sulawesi.Journal, genetic engineering & biotechnology · 2025Article
- An adaptive dynamics framework for microbial ecology and evolution.Scientific reports · 2025Article
- Active reconfiguration of cytoplasmic lipid droplets governs migration of nutrient-limited phytoplankton.Science advances · 2022Article
- Rapid evolution allows coexistence of highly divergent lineages within the same niche.Ecology letters · 2022Article
- Diversity strengthens competing teams.Royal Society open science · 2022Article
Corrections and comments
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Authors and funding
5 authors.
Funding
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Abstract
Why, contrary to theoretical predictions, do marine microbe communities harbor tremendous phenotypic heterogeneity? How can so many marine microbe species competing in the same niche coexist? We discovered a unifying explanation for both phenomena by investigating a non-cooperative game that interpolates between individual-level competitions and species-level outcomes. We identified all equilibrium strategies of the game. These strategies represent the probability distribution of competitive abilities (e.g. traits) and are characterized by maximal phenotypic heterogeneity. They are also neutral towards each other in the sense that an unlimited number of species can co-exist while competing according to the equilibrium strategies. Whereas prior theory predicts that natural selection would minimize trait variation around an optimum value, here we obtained a mathematical proof that species with maximally variable traits are those that endure. This discrepancy may reflect a disparity between predictions from models developed for larger organisms in contrast to our microbe-centric model. Rigorous mathematics proves that phenotypic heterogeneity is itself a mechanistic underpinning of microbial diversity. This discovery has fundamental ramifications for microbial ecology and may represent an adaptive reservoir sheltering biodiversity in changing environmental conditions.
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