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Dynamics of immune memory and learning in bacterial communities
Madeleine Bonsma-Fisher1, Sidhartha Goyal1,2
1Department of Physics, University of Toronto, Toronto, Canada.
A new model of microbial CRISPR immunity reveals coupled immune diversity in bacteria and phages. This research shows CRISPR systems offer a tractable model for understanding general adaptive immunity features across species.
Area of Science:
- Microbiology
- Immunology
- Theoretical Biology
Background:
- Adaptive immunity, found in organisms from bacteria to humans, provides memory of past infections.
- Despite differences, adaptive immunity across species shares features like emergent diversity and host-pathogen coevolution.
- A unifying conceptual model for these shared features is currently lacking.
Purpose of the Study:
- To propose and solve a phenomenological model for CRISPR-based adaptive immunity in microbes.
- To investigate the dynamics of immune diversity, host-pathogen coevolution, and fitness pressures within microbial populations.
Main Methods:
- Development of a simple phenomenological model for microbial CRISPR adaptive immunity.
- Analysis of coexisting bacteria and phage populations using the model.
- Definition and application of 'average immunity' as a summary parameter.
- Synthetic time-shift analyses on experimental data to study coevolutionary modalities.
Main Results:
- Immune diversity in bacteria and phages is coupled and emerges spontaneously.
- Bacteria exhibit a context-dependent lag in tracking phage evolution.
- Paradoxically, high immune diversity correlates with low overall CRISPR immunity.
- Immune cross-reactivity leads to distinct evolutionary dynamics, including an influenza-like traveling wave regime.
Conclusions:
- CRISPR adaptive immunity in microbes serves as a tractable model for understanding general adaptive immunity principles.
- The model elucidates coupled immune diversity, coevolutionary lags, and the relationship between diversity and immunity levels.
- Findings suggest parallels between microbial and vertebrate adaptive immune system dynamics.
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