Evidence map›Paper›PMID 29872053›Full record

ArticleNature communications2018

Spatial self-organization resolves conflicts between individuality and collective migration.

X Fu, S Kato, J Long, H H Mattingly, C He, D C Vural, S W Zucker, T Emonet

Abstract read
In one paragraph

Article in Nature communications, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 63 papers.

0numbers the graph read from it
0cells of the map it votes in
63citing 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

63 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Growth-dependent sensory bet-hedging enhances collective navigation.bioRxiv : the preprint server for biology · 2026
    Article
  5. Review
  6. Collective bacterial condensation is fundamentally constrained by the emergence of active turbulence.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  7. bioRxiv : the preprint server for biology · 2026
    Article
  8. Nature physics · 2026
    Article
  9. Article
  10. Spatial self-organization of confined bacterial suspensions.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  11. Article
  12. ChemotaxingArXiv · 2025
    Article
  13. ChemotaxingbioRxiv : the preprint server for biology · 2025
    Article
  14. Self-generated chemotaxis of mixed cell populations.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  15. Review
  16. Review
  17. Role of a single MCP in evolutionary adaptation ofApplied and environmental microbiology · 2025
    Article
  18. Article
  19. Nongenetic adaptation by collective migration.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  20. Multiorifice acoustic microrobot for boundary-free multimodal 3D swimming.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article

3 more citing papers are in PubMed but not listed here.

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

8 authors.

X FuDepartment of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT, 06520, USA.ORCID http://orcid.org/0000-0003-3657-8296
S KatoDepartment of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT, 06520, USA.
J LongDepartment of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT, 06520, USA.
H H MattinglyDepartment of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT, 06520, USA.
C HeInstitute of Synthetic Biology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, China.
D C VuralDepartment of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT, 06520, USA.ORCID http://orcid.org/0000-0002-0495-8086
S W ZuckerDepartment of Computer Science, Yale University, New Haven, CT, 06520, USA.
T EmonetDepartment of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT, 06520, USA. thierry.emonet@yale.edu.ORCID http://orcid.org/0000-0002-6746-6564

Funding

The contribution of phenotypic variability to chemotactic performanceR01GM106189 · NIGMS · YALE UNIVERSITY · PI EMONET, THIERRY · 2013 to 2022
$2.6M
NIGMS NIH HHS R01 GM106189
6 · The paper itself

Abstract

Collective behavior can spontaneously emerge when individuals follow common rules of interaction. However, the behavior of each individual differs due to existing genetic and non-genetic variation within the population. It remains unclear how this individuality is managed to achieve collective behavior. We quantify individuality in bands of clonal Escherichia coli cells that migrate collectively along a channel by following a self-generated gradient of attractant. We discover that despite substantial differences in individual chemotactic abilities, the cells are able to migrate as a coherent group by spontaneously sorting themselves within the moving band. This sorting mechanism ensures that differences between individual chemotactic abilities are compensated by differences in the local steepness of the traveling gradient each individual must navigate, and determines the minimum performance required to travel with the band. By resolving conflicts between individuality and collective migration, this mechanism enables populations to maintain advantageous diversity while on the move.

Indexed as

AlgorithmsModels, BiologicalChemotaxisEscherichia coliGenetic VariationMovementOxygenPopulation DynamicsTime-Lapse ImagingOxygen

Identifiers

PMID29872053
PMCPMC5988668

What OpenQuestion holds

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LicenceCC BY
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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.