Evidence map›Paper›PMID 40216844›Full record

ArticleScientific reports2025

Modulation of biofilm growth by shear and fluctuations in turbulent environments.

Federico Pizzi, Francesc Peters, Elena Sorribes, Isabel Marín-Beltrán, Cristina Romera-Castillo, Joan Grau, Mona Rahmani, Lluís Jofre, Francesco Capuano

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. A Predictive Computational Framework forPathogens (Basel, Switzerland) · 2026
    Article
  3. 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

9 authors.

Federico PizziDepartment of Fluid Mechanics, Universitat Politècnica de Catalunya ⋅ BarcelonaTech (UPC), Barcelona, 08019, Spain.
Francesc PetersDepartment of Marine Biology & Oceanography, Institut de Ciències del Mar - CSIC, Barcelona, 08003, Spain.
Elena SorribesUniversitat de Barcelona, Barcelona, 08007, Spain.
Isabel Marín-BeltránCentro de Ciências do Mar do Algarve, Universidade do Algarve, Faro, 8005-139, Portugal.
Cristina Romera-CastilloDepartment of Marine Biology & Oceanography, Institut de Ciències del Mar - CSIC, Barcelona, 08003, Spain.
Joan GrauDepartment of Fluid Mechanics, Universitat Politècnica de Catalunya ⋅ BarcelonaTech (UPC), Barcelona, 08019, Spain.
Mona RahmaniDepartment of Chemical and Biological Engineering, The University of British Columbia, Vancouver, BC, V6T 1Z3, Canada.
Lluís JofreDepartment of Fluid Mechanics, Universitat Politècnica de Catalunya ⋅ BarcelonaTech (UPC), Barcelona, 08019, Spain.
Francesco CapuanoDepartment of Fluid Mechanics, Universitat Politècnica de Catalunya ⋅ BarcelonaTech (UPC), Barcelona, 08019, Spain. francesco.capuano@upc.edu.

Funding

Agencia Estatal de Investigación TED2021-132623A-I00
6 · The paper itself

Abstract

This work investigates the role of shear and turbulent fluctuations on multi-species biofilm growth. The study is mostly motivated by understanding biofouling on microplastics (MPs) in oceanic environments. By increasing particle stickiness, biofilms promote MP aggregation and sinking; therefore, a thorough understanding of this multi-scale process is crucial to improve predictions of the MPs fate. We conducted a series of laboratory experiments using an oscillating-grid system to promote biofilm growth on small plastic surfaces under homogeneous isotropic turbulence with grid Reynolds numbers between 305 and 2220. Two configurations were analyzed: one where plastic samples move along with the grid (shear-dominated) and another one where the samples are kept fixed downstream the grid, thus experiencing turbulence but no mean flow (shear-free). Biofilm formed in all cases in a time scale of days, then the biomass formed on the plastic pieces was carefully measured and analyzed as a function of the turbulence level. The shear-free results were further interpreted using a parsimonious physical model, coupling the nutrient uptake rate within the biofilm (Monod kinetics) with the turbulent diffusion of the surrounding bulk liquid. Results show that: (i) under shear-dominated conditions, the biofilm mass initially grows with turbulence intensity before decaying, presumably due to shear-induced erosion; (ii) in the shear-free experiments, the mass increases monotonically following an enhanced availability of nutrients, and then saturates due to uptake-limited kinetics. This latter behavior is well reproduced by the physical model. Furthermore, a subset of plastic pieces were analyzed with a scanning electron microscope, revealing that turbulence also affects the microscopic configuration of biofilm clusters, increasing their compactness as the amplitude of turbulent fluctuations increases. These results contribute not only to our fundamental understanding of biofilms under flow, but can also inform global models of MP transport in marine environments.

Indexed as

BiofilmsBiofoulingBiomassMicroplasticsMicroplastics

Identifiers

PMID40216844
PMCPMC11992147

What OpenQuestion holds

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Registered trials

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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.