Evidence map›Paper›PMID 42821096›Full record

ArticleBioprocess and biosystems engineering2026

Stabilization of microbial cell population for long-term plasmid production in continuous biomanufacturing.

Hannah Sehrt, Juan Andres Martinez, Mathéo Delvenne, Matteo Antognoli, Romain Kinet, Frank Delvigne

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Article in Bioprocess and biosystems engineering, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Hannah SehrtTerra Research and Teaching Center, Microbial Processes and Interactions (MiPI), Gembloux Agro-Bio Tech, University of Liège, Gembloux, Belgium.
Juan Andres MartinezTerra Research and Teaching Center, Microbial Processes and Interactions (MiPI), Gembloux Agro-Bio Tech, University of Liège, Gembloux, Belgium.
Mathéo DelvenneTerra Research and Teaching Center, Microbial Processes and Interactions (MiPI), Gembloux Agro-Bio Tech, University of Liège, Gembloux, Belgium.
Matteo AntognoliGSK, Siena, Italy.
Romain KinetGSK, Rixensart, Belgium.
Frank DelvigneTerra Research and Teaching Center, Microbial Processes and Interactions (MiPI), Gembloux Agro-Bio Tech, University of Liège, Gembloux, Belgium. F.Delvigne@uliege.be.ORCID https://orcid.org/0000-0002-1679-1914

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Bacterial cells such as Escherichia coli are generally considered insensitive to shear stress in stirred bioreactors, primarily because their small size is assumed to place them below the length scales at which mechanical forces become damaging. This assumption underlies the widespread use of high agitation rates in microbial bioprocesses. However, cellular physiology can strongly modulate this apparent robustness. Metabolic burden associated with high-copy plasmid maintenance and replication is known to alter cell morphology, including increases in cell size and changes in envelope integrity, potentially modifying the mechanical vulnerability of cells. In this study, we investigated the impact of agitation intensity on plasmid-bearing E. coli cultivated in continuous mode. Using automated flow cytometry coupled to fluorescent reporters, we observed a rapid and reproducible population collapse in continuous bioreactors operated at standard stirring rates in 1 L bioreactors i.e., 1000 rpm. This collapse occurred despite growth conditions that are classically considered safe for bacterial systems, highlighting that physiological state rather than nominal cell size alone determines sensitivity to mechanical stress. Our results demonstrate that metabolic burden can indirectly expose bacterial populations to shear-related instabilities, challenging standard assumptions in continuous cultivation. Importantly, by accounting for this effect, we developed a robust operating protocol that enables stable continuous cultivation of plasmid DNA-producing cells for more than 100 h. These findings have direct implications for the design and operation of future continuous biomanufacturing processes.

Indexed as

Cell filamentationCell population collapseFlow cytometry profilingMechanical stressPlasmid stabilityReplication stress

Identifiers

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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.