Evidence map›Paper›PMID 41911458›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2026

Molecular kinetics dictate population dynamics in CRISPR-based plasmid defense.

Luke Richards, Danna Lee, Jakub Wiktor, Axel Truedson, Johanna Cederblad, Daniel Jones

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Molecular kinetics dictate population dynamics in CRISPR-based plasmid defense.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Luke Richards *Department of Cell and Molecular Biology, Uppsala University, Uppsala 75124, Sweden.ORCID 0000-0002-6449-9555
Danna Lee *Department of Cell and Molecular Biology, Uppsala University, Uppsala 75124, Sweden.ORCID 0009-0004-4111-9195
Jakub WiktorDepartment of Cell and Molecular Biology, Uppsala University, Uppsala 75124, Sweden.ORCID 0000-0002-5654-5240
Axel TruedsonDepartment of Cell and Molecular Biology, Uppsala University, Uppsala 75124, Sweden.ORCID 0009-0005-8024-5933
Johanna CederbladDepartment of Cell and Molecular Biology, Uppsala University, Uppsala 75124, Sweden.
Daniel JonesDepartment of Cell and Molecular Biology, Uppsala University, Uppsala 75124, Sweden.ORCID 0000-0002-7902-996X

Funding

Carl Tryggers Foundation CTS 21:1334Swedish Research Council 2020-05137
6 · The paper itself

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.

Indexed as

Clustered Regularly Interspaced Short Palindromic RepeatsCRISPR-Cas SystemsEscherichia coliPlasmidsConjugation, GeneticKineticscell-to-cell variabilityconjugative plasmidsCRISPR-Cashorizontal gene transferpopulation dynamics

Identifiers

PMID41911458
PMCPMC13056103

What OpenQuestion holds

Textmetadata
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.