Evidence map›Paper›PMID 36256809›Full record

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

Morphological instability and roughening of growing 3D bacterial colonies.

Alejandro Martínez-Calvo, Tapomoy Bhattacharjee, R Kōnane Bay, Hao Nghi Luu, Anna M Hancock, Ned S Wingreen, Sujit S Datta

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 45 papers.

0numbers the graph read from it
0cells of the map it votes in
45citing papers in PubMed
35.3field-weighted citation impact, top 1% 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

45 citing papers in PubMed, 97 citations in OpenAlex.

  1. Article
  2. Morphogenesis of bacterial colonies in liquid crystalline environments.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  3. Physical encounters impose a consistency-amount trade-off on bacterial group formation in marine environments.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  4. Article
  5. Geometric ordering in bacterial communities.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  6. Review
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. bioRxiv : the preprint server for biology · 2026
    Article
  13. Review
  14. Review
  15. Spatial self-organization of confined bacterial suspensions.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  16. Article
  17. Article
  18. Article
  19. Dissecting the physics of bacterial biofilms with agent-based simulations.Current opinion in solid state & materials science · 2025
    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

7 authors at 1 institution in 1 country.

Alejandro Martínez-CalvoPrinceton Center for Theoretical Science, Princeton University, Princeton, NJ 08544.ORCID 0000-0002-2109-8145
Tapomoy BhattacharjeeThe Andlinger Center for Energy and the Environment, Princeton University, Princeton, NJ 08544.
R Kōnane BayDepartment of Chemical and Biological Engineering, Princeton University, Princeton, NJ 08544.ORCID 0000-0002-3980-8491
Hao Nghi LuuDepartment of Chemical and Biological Engineering, Princeton University, Princeton, NJ 08544.
Anna M HancockDepartment of Chemical and Biological Engineering, Princeton University, Princeton, NJ 08544.ORCID 0000-0003-1717-9978
Ned S WingreenPrinceton Center for Theoretical Science, Princeton University, Princeton, NJ 08544.ORCID 0000-0001-7384-2821
Sujit S DattaDepartment of Chemical and Biological Engineering, Princeton University, Princeton, NJ 08544.ORCID 0000-0003-2400-1561
Princeton University · US

Funding

Thermally robust chemotaxis and thermotaxis in Escherichia coliR01GM082938 · NIGMS · PRINCETON UNIVERSITY · PI WINGREEN, NED S · 2008 to 2025
$5.5M
NIGMS NIH HHS R01 GM082938
6 · The paper itself

Abstract

How do growing bacterial colonies get their shapes? While colony morphogenesis is well studied in two dimensions, many bacteria grow as large colonies in three-dimensional (3D) environments, such as gels and tissues in the body or subsurface soils and sediments. Here, we describe the morphodynamics of large colonies of bacteria growing in three dimensions. Using experiments in transparent 3D granular hydrogel matrices, we show that dense colonies of four different species of bacteria generically become morphologically unstable and roughen as they consume nutrients and grow beyond a critical size-eventually adopting a characteristic branched, broccoli-like morphology independent of variations in the cell type and environmental conditions. This behavior reflects a key difference between two-dimensional (2D) and 3D colonies; while a 2D colony may access the nutrients needed for growth from the third dimension, a 3D colony inevitably becomes nutrient limited in its interior, driving a transition to unstable growth at its surface. We elucidate the onset of the instability using linear stability analysis and numerical simulations of a continuum model that treats the colony as an "active fluid" whose dynamics are driven by nutrient-dependent cellular growth. We find that when all dimensions of the colony substantially exceed the nutrient penetration length, nutrient-limited growth drives a 3D morphological instability that recapitulates essential features of the experimental observations. Our work thus provides a framework to predict and control the organization of growing colonies-as well as other forms of growing active matter, such as tumors and engineered living materials-in 3D environments.

Indexed as

BacteriaModels, BiologicalHydrogelsMorphogenesisSoilHydrogelsSoilbacteriagrowth instabilityliving mattermorphogenesis

Identifiers

PMID36256809
PMCPMC9618147
OpenAlexW4306751275

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.