Evidence map›Paper›PMID 35727978›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2022

Collective behavior and nongenetic inheritance allow bacterial populations to adapt to changing environments.

Henry H Mattingly, Thierry Emonet

Open access · greenAbstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.

0numbers the graph read from it
0cells of the map it votes in
25citing papers in PubMed
5.9field-weighted citation impact, top 2% of its field
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

25 citing papers in PubMed, 46 citations in OpenAlex.

  1. Growth-dependent sensory bet-hedging enhances collective navigation.bioRxiv : the preprint server for biology · 2026
    Article
  2. Review
  3. Nature physics · 2026
    Article
  4. Article
  5. ChemotaxingArXiv · 2025
    Article
  6. ChemotaxingbioRxiv : the preprint server for biology · 2025
    Article
  7. Self-generated chemotaxis of mixed cell populations.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  8. Article
  9. Article
  10. Intermediate light adaptation induces oscillatory phototaxis switching and pattern formation inProceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  11. Article
  12. Review
  13. Article
  14. Coarse-graining bacterial diffusion in disordered media to surface states.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  15. Nongenetic adaptation by collective migration.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  16. Navigated range expansion promotes migratory culling.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
  17. Reassessing the Standard Chemotaxis Framework for Understanding Biased Migration inAnnual review of chemical and biomolecular engineering · 2024
    Review
  18. Review
  19. Article
  20. 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

2 authors at 1 institution in 1 country.

Henry H MattinglyDepartment of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT 06511.ORCID 0000-0001-7143-0276
Thierry EmonetDepartment of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT 06511.ORCID 0000-0002-6746-6564
Yale University · US

Funding

The contribution of phenotypic variability to chemotactic performanceR01GM106189 · NIGMS · YALE UNIVERSITY · PI EMONET, THIERRY · 2013 to 2022
$2.6M
Spontaneous Organization of Phenotypes during Collective MigrationR01GM138533 · NIGMS · YALE UNIVERSITY · PI EMONET, THIERRY · 2020 to 2023
$1.3M
Resolving the Conflicts between Phenotypic Diversity and Collective Migration in Bacterial PopulationsF32GM131583 · NIGMS · YALE UNIVERSITY · PI MATTINGLY, HENRY H · 2019 to 2020
$127k
NIGMS NIH HHS F32 GM131583NIGMS NIH HHS R01 GM106189NIGMS NIH HHS R01 GM138533
6 · The paper itself

Abstract

Collective behaviors require coordination among a group of individuals. As a result, individuals that are too phenotypically different from the rest of the group can be left out, reducing heterogeneity, but increasing coordination. If individuals also reproduce, the offspring can have different phenotypes from their parent(s). This raises the question of how these two opposing processes-loss of diversity by collective behaviors and generation of it through growth and inheritance-dynamically shape the phenotypic composition of an isogenic population. We examine this question theoretically using collective migration of chemotactic bacteria as a model system, where cells of different swimming phenotypes are better suited to navigate in different environments. We find that the differential loss of phenotypes caused by collective migration is environment-dependent. With cell growth, this differential loss enables migrating populations to dynamically adapt their phenotype compositions to the environment, enhancing migration through multiple environments. Which phenotypes are produced upon cell division depends on the level of nongenetic inheritance, and higher inheritance leads to larger composition adaptation and faster migration at steady state. However, this comes at the cost of slower responses to new environments. Due to this trade-off, there is an optimal level of inheritance that maximizes migration speed through changing environments, which enables a diverse population to outperform a nondiverse one. Growing populations might generally leverage the selection-like effects provided by collective behaviors to dynamically shape their own phenotype compositions, without mutations.

Indexed as

BacteriaBiological EvolutionChemotaxisAdaptation, PhysiologicalPhenotypebacterial chemotaxisbet-hedgingcollective behaviornongenetic diversitynongenetic inheritance

Identifiers

PMID35727978
PMCPMC9245662
OpenAlexW4283221289

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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.