Evidence map›Paper›PMID 40419492›Full record

ArticleNature communications2025

Spatiotemporal development of expanding bacterial colonies driven by emergent mechanical constraints and nutrient gradients.

Harish Kannan, Hui Sun, Mya Warren, Tolga Çağlar, Pantong Yao, Brian R Taylor, Kinshuk Sahu, Daotong Ge, Matteo Mori, David Kleinfeld and 3 more

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

12 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Review
  7. Article
  8. Single-cell lysis patterns morphogenesis of eDNA in the matrix ofProceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  9. Spatial self-organization of confined bacterial suspensions.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  10. Dissecting the physics of bacterial biofilms with agent-based simulations.Current opinion in solid state & materials science · 2025
    Article
  11. Article
  12. 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

13 authors.

Harish Kannan *Department of Mathematics, University of California, San Diego, La Jolla, CA, USA.ORCID http://orcid.org/0009-0001-3908-0584
Hui Sun *Department of Mathematics and Statistics, California State University, Long Beach, CA, USA. paul.sun@csulb.edu.ORCID http://orcid.org/0000-0002-1635-8053
Mya WarrenDepartment of Physics, University of California, San Diego, La Jolla, CA, USA.
Tolga ÇağlarDepartment of Physics, University of California, San Diego, La Jolla, CA, USA.
Pantong YaoNeurosciences Graduate Program, University of California, San Diego, La Jolla, CA, USA.
Brian R TaylorDepartment of Physics, University of California, San Diego, La Jolla, CA, USA.ORCID http://orcid.org/0000-0002-4557-1048
Kinshuk SahuDepartment of Bioengineering, University of California, San Diego, La Jolla, CA, USA.
Daotong GeDepartment of Mathematics, University of California, San Diego, La Jolla, CA, USA.
Matteo MoriDepartment of Physics, University of California, San Diego, La Jolla, CA, USA.
David KleinfeldDepartment of Physics, University of California, San Diego, La Jolla, CA, USA.ORCID http://orcid.org/0000-0001-9797-4722
JiaJia DongDepartment of Physics & Astronomy, Bucknell University, Lewisburg, PA, USA. jiajia.dong@bucknell.edu.ORCID http://orcid.org/0000-0001-9908-2699
Bo LiDepartment of Mathematics and Ph.D. Program in Quantitative Biology, University of California, San Diego, La Jolla, CA, USA. bli@ucsd.edu.ORCID http://orcid.org/0000-0002-9183-4654
Terence HwaDepartment of Physics, University of California, San Diego, La Jolla, CA, USA. hwa@ucsd.edu.ORCID http://orcid.org/0000-0003-1837-6842

Funding

Quantitative Systemic Studies of Bacterial PhysiologyR35GM152133 · NIGMS · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI TERENCE HWA · 2024 to 2026
$1.8M
Imaging the molecular constituents of the brain vasculature and lymphatic connectomeU24EB028942 · NIBIB · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI KLEINFELD, DAVID · 2019 to 2024
$1.8M
National Science Foundation (NSF) DMR-1702321National Science Foundation (NSF) DMS- 757 2208465National Science Foundation (NSF) MCB-2029480National Science Foundation (NSF) MCB-2029574National Science Foundation (NSF) MCB- 756 2029580National Science Foundation (NSF) PHY-153264NIBIB NIH HHS U24 EB028942NIGMS NIH HHS R35 GM152133
6 · The paper itself

Abstract

Bacterial colonies growing on solid surfaces can exhibit robust expansion kinetics, with constant radial growth and saturating vertical expansion, suggesting a common developmental program. Here, we study this process for Escherichia coli cells using a combination of modeling and experiments. We show that linear radial colony expansion is set by the verticalization of interior cells due to mechanical constraints rather than radial nutrient gradients as commonly assumed. In contrast, vertical expansion slows down from an initial linear regime even while radial expansion continues linearly. This vertical slowdown is due to limitation of cell growth caused by vertical nutrient gradients, exacerbated by concurrent oxygen depletion. Starvation in the colony interior results in a distinct death zone which sets in as vertical expansion slows down, with the death zone increasing in size along with the expanding colony. Thus, our study reveals complex heterogeneity within simple monoclonal bacterial colonies, especially along the vertical dimension. The intricate dynamics of such emergent behavior can be understood quantitatively from an interplay of mechanical constraints and nutrient gradients arising from obligatory metabolic processes.

Indexed as

Escherichia coliNutrientsKineticsModels, BiologicalOxygenNutrientsOxygen

Identifiers

PMID40419492
PMCPMC12106844

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.