ArticleThe ISME journal2021
Causes and consequences of pattern diversification in a spatially self-organizing microbial community.
Article in The ISME journal, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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Who cites it
20 citing papers in PubMed.
- Biosurfactants direct the evolutionary dynamics of surface-associated microbial systems.Science advances · 2026Article
- Spatial constraints determine the spread of plasmid-encoded antibiotic resistance between bacterial colonies.mSystems · 2026Article
- Sensitivity of microbial spatial self-organization to surface friction depends on metabolic interactions.The ISME journal · 2026Article
- Lives in a gram of soil: linking life cycle biology to soil ecology.The ISME journal · 2026Review
- Spatial structure: shaping the ecology and evolution of microbial communities.FEMS microbiology reviews · 2026Review
- Understanding the development of bacterial colony: Physiology, new technology, and modeling.Quantitative biology (Beijing, China) · 2025Review
- Disentangling the feedback loops driving spatial patterning in microbial communities.NPJ biofilms and microbiomes · 2025Review
- Fungal hyphae promote bacterial contact-dependent killing during surface-associated growth.The ISME journal · 2025Article
- Uptake and leakage rates differentially shape community arrangement and composition of microbial consortia.The ISME journal · 2025Article
- Higher-order microbial interactions revealed by comparative metabolic modeling of synthetic communities with varying species composition.ISME communications · 2025Article
- Deciphering microbial spatial organization: insights from synthetic and engineered communities.ISME communications · 2025Review
- Phage predation accelerates the spread of plasmid-encoded antibiotic resistance.Nature communications · 2024Article
- Timing of antibiotic administration determines the spread of plasmid-encoded antibiotic resistance during microbial range expansion.Nature communications · 2023Article
- The contrasting roles of nitric oxide drive microbial community organization as a function of oxygen presence.Current biology : CB · 2022Article
- Mechanisms driving spatial distribution of residents in colony biofilms: an interdisciplinary perspective.Open biology · 2022Review
- Founder cell configuration drives competitive outcome within colony biofilms.The ISME journal · 2022Article
- Information Hiding Based on Statistical Features of Self-Organizing Patterns.Entropy (Basel, Switzerland) · 2022Article
- Type IV Pilus Shapes a 'Bubble-Burst' Pattern Opposing Spatial Intermixing of Two Interacting Bacterial Populations.Microbiology spectrum · 2022Article
- Leveraging Experimental Strategies to Capture Different Dimensions of Microbial Interactions.Frontiers in microbiology · 2021Review
- Ecological Insights Into Community Interactions, Assembly Processes and Function in the Denitrifying Phosphorus Removal Activated Sludge Driven by Phosphorus Sources.Frontiers in microbiology · 2021Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Surface-attached microbial communities constitute a vast amount of life on our planet. They contribute to all major biogeochemical cycles, provide essential services to our society and environment, and have important effects on human health and disease. They typically consist of different interacting genotypes that arrange themselves non-randomly across space (referred to hereafter as spatial self-organization). While spatial self-organization is important for the functioning, ecology, and evolution of these communities, the underlying determinants of spatial self-organization remain unclear. Here, we performed a combination of experiments, statistical modeling, and mathematical simulations with a synthetic cross-feeding microbial community consisting of two isogenic strains. We found that two different patterns of spatial self-organization emerged at the same length and time scales, thus demonstrating pattern diversification. This pattern diversification was not caused by initial environmental heterogeneity or by genetic heterogeneity within populations. Instead, it was caused by nongenetic heterogeneity within populations, and we provide evidence that the source of this nongenetic heterogeneity is local differences in the initial spatial positionings of individuals. We further demonstrate that the different patterns exhibit different community-level properties; namely, they have different expansion speeds. Together, our results demonstrate that pattern diversification can emerge in the absence of initial environmental heterogeneity or genetic heterogeneity within populations and can affect community-level properties, thus providing novel insights into the causes and consequences of microbial spatial self-organization.
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