Evidence map›Paper›PMID 39817515›Full record

ArticleNucleic acids research2025

Nonlinear regulatory dynamics of bacterial restriction-modification systems modulates horizontal gene transfer susceptibility.

Magdalena Djordjevic, Lidija Zivkovic, Hong-Yu Ou, Marko Djordjevic

Abstract read
In one paragraph

Article in Nucleic acids research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Review
  2. Bacterial immune systems.Antonie van Leeuwenhoek · 2026
    Review
  3. Review
  4. Article
  5. Review
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

4 authors.

Magdalena DjordjevicInstitute of Physics Belgrade, University of Belgrade, Pregrevica 118, Belgrade11080, Serbia.
Lidija ZivkovicInstitute of Physics Belgrade, University of Belgrade, Pregrevica 118, Belgrade11080, Serbia.
Hong-Yu OuState Key Laboratory of Microbial Metabolism, Joint International Laboratory on Metabolic & Developmental Sciences, School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, Shanghai200240, China.ORCID 0000-0001-9439-1660
Marko DjordjevicQuantitative Biology Group, University of Belgrade - Faculty of Biology, Studentski trg 16, Belgrade11000, Serbia.ORCID 0000-0002-2903-3119

Funding

Ministry of Science and Technological Development of the Republic of SerbiaNational Natural Science Foundation of China 32370186Science Fund of the Republic of Serbia 7750294
6 · The paper itself

Abstract

Type II restriction-modification (R-M) systems play a pivotal role in bacterial defense against invading DNA, influencing the spread of pathogenic traits. These systems often involve coordinated expression of a regulatory protein (C) with restriction (R) enzymes, employing complex feedback loops for regulation. Recent studies highlight the crucial balance between R and M enzymes in controlling horizontal gene transfer (HGT). This manuscript introduces a mathematical model reflecting R-M system dynamics, informed by biophysical evidence, to minimize reliance on arbitrary parameters. Our analysis clarifies the observed variations in M-to-R ratios, emphasizing the regulatory role of the C protein. We analytically derived a stability diagram for C-regulated R-M systems, offering a more straightforward analysis method over traditional numerical approaches. Our findings reveal conditions leading to both monostability and bistability, linking changes in the M-to-R ratio to factors like cell division timing and plasmid replication rates. These variations may link adjusting defense against phage infection, or the acquisition of new genes such as antibiotic resistance determinants, to changing physiological conditions. We also performed stochastic simulations to show that system regulation may significantly increase M-to-R ratio variability, providing an additional mechanism to generate heterogeneity in bacterial population.

Indexed as

BacteriaDNA Restriction-Modification EnzymesGene Transfer, HorizontalBacterial ProteinsGene Expression Regulation, BacterialModels, GeneticNonlinear DynamicsPlasmidsBacterial ProteinsDNA Restriction-Modification Enzymes

Identifiers

PMID39817515
PMCPMC11736437

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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.