Published October 14, 2025 | Version Published
Journal Article Open

Single-cell lysis patterns morphogenesis of eDNA in the matrix of Pseudomonas aeruginosa biofilms

  • 1. ROR icon California Institute of Technology

Abstract

When bacteria form a biofilm, complex behaviors emerge. Biofilm bacteria differ from their free-living counterparts, exhibiting heterogenous, spatiotemporally patterned behavior. Can we explain these patterns by defining the rules that govern single-cell behavior in biofilms? By understanding these rules, can we explain emergent functions at the biofilm scale? Here we reveal how the architecture of extracellular DNA (eDNA) in the biofilm matrix is controlled by single-cell lysis during Pseudomonas aeruginosa biofilm development. We extend single-cell imaging methods to capture complete biofilm development over 5+ d, characterizing the stages of biofilm development and visualizing eDNA matrix morphogenesis from start to finish. Mapping the spatiotemporal distribution of single-cell lysis events shows that cell lysis is spatiotemporally patterned, concentrated in a region 5 µm below the biofilm surface that moves with the biofilm as it grows. Using analytical modeling, we examined the consequences of patterning at the biofilm scale. Cell lysis patterning defines eDNA in the matrix: Patterned lysis is sufficient to explain the final eDNA distribution. Cell lysis and biofilm growth are coupled such that the amount of eDNA in the biofilm scales with its volume; this patterning results in a predominantly uniform eDNA matrix architecture, which could not occur without patterning. Finally, we find that patterning of cell lysis is self-organized by nutrient gradients, with maximal lysis occurring in regions where oxygen is present and carbon is limited. The ability of cells to use self-generated nutrient gradients as positioning cues to establish depth-based patterning is a striking feature of bacterial biofilm development.

Copyright and License

© 2025 the Author(s). Published by PNAS. This article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND).

Data Availability

Some study data available. All data and code except for raw image files are included in the manuscript and supporting information and on Github (71). Due to their large size, raw image files are available on request.

Acknowledgement

We thank Alice Cont, Alexander Persat, and Reinaldo Alcalde for microfluidic fabrication advice, and all members of the Newman lab for helpful discussions. We gratefully acknowledge the critical support and infrastructure provided for this work by the Kavli Nanoscience Institute at the California Institute of Technology, where microfluidic fabrication was conducted. This work was supported in part by the Resnick Sustainability Institute: Imaging was primarily performed at the Resnick Ecology and Biosphere Engineering Facility at the California Institute of Technology, and deep learning-based imaging segmentation was conducted using the Resnick High Performance Computing Center, a facility supported by Resnick Sustainability Institute at the California Institute of Technology. Supplemental imaging was conducted at the Caltech Biological Imaging Facility. G.R.S. is a National Mah Jongg League Fellow of the Damon Runyon Cancer Research Foundation (DRG 2439-21). This research was supported by NIH grant (2R01AI127850-06A1) to D.K.N.

Supplemental Material

Supporting Information:

  • Appendix 01 (PDF)
  • Movie S1. Biofilm growth by fluorescein exclusion imaging
  • Movie S2. The biofilm core lifts during dispersal
  • Movie S3. Patterning of cell lysis during biofilm growth
  • Movie S4. Cell lysis patterning is lost in the absence of nutrient gradients
  • Movie S5. Cell lysis moves deeper into the biofilm after carbon upshift
  • Movie S6. Cell lysis occurs in the biofilm core when oxygen is high
  • Movie S7. Introducing oxygen into the biofilm core causes cell lysis

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Additional details

Additional titles

Alternative title (English)
Real-time high-resolution microscopy reveals how single-cell lysis shapes biofilm matrix morphogenesis

Identifiers

Related works

Is new version of
Discussion Paper: 10.1101/2024.10.13.618105 (DOI)

Funding

Damon Runyon Cancer Research Foundation
DRG 2439-21
National Institutes of Health
2R01AI127850-06A1
Resnick Sustainability Institute
California Institute of Technology
Kavli Nanoscience Institute
California Institute of Technology

Dates

Available
2025-10-06
Published online

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