Evidence map›Paper›PMID 34581603›Full record

ArticlemSystems2021

Periodically Disturbing the Spatial Structure of Biofilms Can Affect the Production of an Essential Virulence Factor in

Rebecca J Quinn, Ivana Barraza, Laura García-Diéguez, Camryn Pajon, Lauren E Krausfeldt, Kerollos Ibrahim, Laura A Enzinna, Morgan E Thorn, Omar Tonsi Eldakar, Travis J A Craddock and 1 more

Open access · goldAbstract read
In one paragraph

Article in mSystems, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
0.8field-weighted citation impact, top 29% 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

9 citing papers in PubMed, 12 citations in OpenAlex.

  1. Host-mimicking conditions promoteFrontiers in microbiology · 2025
    Article
  2. FTY720 Reduces the Biomass of Biofilms inAntibiotics (Basel, Switzerland) · 2024
    Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Review
  8. Phillygenin InhibitsFrontiers in microbiology · 2022
    Article
  9. Review
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

11 authors at 1 institution in 1 country.

Rebecca J QuinnDepartment of Biological Sciences, Halmos College of Arts and Science, Nova Southeastern Universitygrid.261241.2, Fort Lauderdale, Florida, USA.
Ivana BarrazaDepartment of Biological Sciences, Halmos College of Arts and Science, Nova Southeastern Universitygrid.261241.2, Fort Lauderdale, Florida, USA.
Laura García-DiéguezDepartment of Biological Sciences, Halmos College of Arts and Science, Nova Southeastern Universitygrid.261241.2, Fort Lauderdale, Florida, USA.
Camryn PajonDepartment of Biological Sciences, Halmos College of Arts and Science, Nova Southeastern Universitygrid.261241.2, Fort Lauderdale, Florida, USA.
Lauren E KrausfeldtDepartment of Biological Sciences, Halmos College of Arts and Science, Nova Southeastern Universitygrid.261241.2, Fort Lauderdale, Florida, USA.ORCID 0000-0001-7405-427X
Kerollos IbrahimDepartment of Biological Sciences, Halmos College of Arts and Science, Nova Southeastern Universitygrid.261241.2, Fort Lauderdale, Florida, USA.
Laura A EnzinnaDepartment of Biological Sciences, Halmos College of Arts and Science, Nova Southeastern Universitygrid.261241.2, Fort Lauderdale, Florida, USA.
Morgan E ThornDepartment of Biological Sciences, Halmos College of Arts and Science, Nova Southeastern Universitygrid.261241.2, Fort Lauderdale, Florida, USA.
Omar Tonsi EldakarDepartment of Biological Sciences, Halmos College of Arts and Science, Nova Southeastern Universitygrid.261241.2, Fort Lauderdale, Florida, USA.
Travis J A CraddockClinical Systems Biology Group, Institute for Neuro-Immune Medicine, Nova Southeastern Universitygrid.261241.2, Fort Lauderdale, Florida, USA.
Robert P SmithDepartment of Biological Sciences, Halmos College of Arts and Science, Nova Southeastern Universitygrid.261241.2, Fort Lauderdale, Florida, USA.ORCID 0000-0003-2744-7390
Nova Southeastern University · US

Funding

DOD | United States Army | RDECOM | ARO | Life Sciences Division, Army Research Office (Life Sciences Division ARO) W911NF-18-1-0443
6 · The paper itself

Abstract

Understanding the environmental factors that affect the production of virulence factors has major implications in evolution and medicine. While spatial structure is important in virulence factor production, observations of this relationship have occurred in undisturbed or continuously disturbed environments. However, natural environments are subject to periodic fluctuations, including changes in physical forces, which could alter the spatial structure of bacterial populations and impact virulence factor production. Using Pseudomonas aeruginosa PA14, we periodically applied a physical force to biofilms and examined production of pyoverdine. Intermediate frequencies of disturbance reduced the amount of pyoverdine produced compared to undisturbed or frequently disturbed conditions. To explore the generality of this finding, we examined how an intermediate disturbance frequency affected pyoverdine production in 21 different strains of P. aeruginosa. Periodic disturbance increased, decreased, or did not change the amount of pyoverdine produced relative to undisturbed populations. Mathematical modeling predicts that interactions between pyoverdine synthesis rate and biofilm density determine the amount of pyoverdine synthesized. When the pyoverdine synthesis rates are high, depletion of the biofilm due to disturbance reduces the accumulation of pyoverdine. At intermediate synthesis rates, production of pyoverdine increases during disturbance as bacteria dispersed into the planktonic state enjoy increased growth and pyoverdine production rates. At low synthesis rates, disturbance does not alter the amount of pyoverdine produced since disturbance-driven access to nutrients does not augment pyoverdine synthesis. Our results suggest that environmental conditions shape robustness in the production of virulence factors and may lead to novel approaches to treat infections.

Indexed as

biofilmsdisturbancemathematical modelingPseudomonas aeruginosapyoverdinevirulence factors

Identifiers

PMID34581603
PMCPMC8547473
OpenAlexW3201991056

What OpenQuestion 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 OpenQuestion graph.