ArticleProceedings of the National Academy of Sciences of the United States of America2026
Molecular kinetics dictate population dynamics in CRISPR-based plasmid defense.
Article in Proceedings of the National Academy of Sciences of the United States of America, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
2 citing papers in PubMed.
- Molecular kinetics dictate population dynamics in CRISPR-based plasmid defense.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- CRISPR-Cas is beneficial in plasmid competition, but limited by competitor toxin-antitoxin activity when horizontally transferred.PLoS biology · 2026Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
Understanding and manipulating the spread of mobile genetic elements represents a great challenge with potential benefits across synthetic biology, agriculture, and medicine. A key part of this challenge is the multiple scales in play, from the molecular kinetics of defense systems such as CRISPR-Cas, to single-cell variability in immunity levels, to spatial structure in bacterial populations. In this work, we use a time-lapse, imaging-based approach to characterize conjugative plasmid dynamics at the molecular, single-cell, and population levels. By fluorescently tagging the conjugative plasmid RP4 and CRISPR-Cascade complexes, we quantify population dynamics as a function of spacer target number, Cascade expression level, and the presence of plasmid addiction modules. Using single-cell tracking, we report conjugation rate per neighboring donor cell, estimate the latent period between plasmid uptake and subsequent onward transmission, and quantify the effect of Cascade expression variability on plasmid clearance kinetics. Finally, using a spatially resolved, agent-based model, we show that plasmid population dynamics can be successfully predicted using these single-cell biophysical parameters as inputs. This synthesis of population and single-cell measurements suggests that plasmids are the subject of a dynamic tug-of-war between defense expression, spacer distribution, neighboring cell identity, and plasmid cost-benefit tradeoffs. The imaging and analysis techniques used here will facilitate the disentanglement of how these factors coordinate to realize community-wide plasmid dynamics in diverse contexts.
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Registered trials
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