Evidence map›Paper›PMID 40748957›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2025

A minimal model of panimmunity maintenance by horizontal gene transfer in the ecological dynamics of bacteria and phages.

Wenping Cui, Jemma M Fendley, Sriram Srikant, Boris I Shraiman

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Article
  3. Why do bacteria accumulate antiphage defence systems?Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2025
    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.

Wenping CuiKavli Institute for Theoretical Physics, University of California, Santa Barbara, CA 93106.ORCID 0000-0002-9900-5092
Jemma M FendleyDepartment of Physics, University of California, Santa Barbara, CA 93106.ORCID 0009-0002-3740-0908
Sriram SrikantDepartment of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139.
Boris I ShraimanDepartment of Physics, University of California, Santa Barbara, CA 93106.

Funding

Gordon and Betty Moore Foundation (GBMF) 2919.02Howard Hughes Medical Institute (HHMI) Life Sciences Research FoundationNational Science Foundation (NSF) NSF PHY:1707973National Science Foundation (NSF) PHY:1748958National Science Foundation (NSF) PHY:2210612Simons Foundation (SF) KTIP
6 · The paper itself

Abstract

Bacteria and phages have been in an ongoing arms race for billions of years. To resist phages bacteria have evolved numerous defense systems, which nevertheless are still overcome by counterdefense mechanisms of specific phages. These defense/counterdefense systems are a major element of microbial genetic diversity and have been demonstrated to propagate between strains by horizontal gene transfer (HGT). It has been proposed that the totality of defense systems found in microbial communities collectively form a distributed "pan-immune" system with individual elements moving between strains via ubiquitous HGT. Here, we formulate a Lotka-Volterra type model of a bacteria/phage community interacting via a combinatorial variety of defense/counterdefense systems and show that HGT enables stable maintenance of diverse defense/counterdefense genes in the microbial pan-genome even when individual microbial strains inevitably undergo extinction. This stability requires the HGT rate to be sufficiently high to ensure that some descendant of a "dying" strain survives, thanks to the immunity acquired through HGT from the community at large, thus establishing a new strain. This mechanism of persistence for the pan-immune gene pool is fundamentally similar to the "island migration" model of ecological diversity, with genes moving between genomes instead of species migrating between islands.

Indexed as

BacteriaBacteriophagesGene Transfer, Horizontalecoevolutionary dynamicshorizontal gene transferpanimmunity

Identifiers

PMID40748957
PMCPMC12337353

What OpenQuestion holds

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Registered trials

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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.