Evidence map›Paper›PMID 41519724›Full record

ArticleMicrobial cell factories2026

Turbid but accurate: automating lysostaphin quantification including uncertainty quantification.

Lisa Prigolovkin, Michael Osthege, Maximilian Siska, Josefin Sander, Anja Hoffzimmer, Wolfgang Wiechert, Christian K Desiderato, Christian U Riedel, Marco Oldiges

Abstract read
In one paragraph

Article in Microbial cell factories, 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

9 authors.

Lisa PrigolovkinInstitute of Bio- and Geosciences, IBG-1: Biotechnology, Forschungszentrum Jülich GmbH, Wilhelm-Johnen-Straße, 52428, Jülich, Germany.ORCID http://orcid.org/0009-0009-6066-374X
Michael OsthegeInstitute of Bio- and Geosciences, IBG-1: Biotechnology, Forschungszentrum Jülich GmbH, Wilhelm-Johnen-Straße, 52428, Jülich, Germany.ORCID http://orcid.org/0000-0002-2734-7624
Maximilian SiskaInstitute of Bio- and Geosciences, IBG-1: Biotechnology, Forschungszentrum Jülich GmbH, Wilhelm-Johnen-Straße, 52428, Jülich, Germany.ORCID http://orcid.org/0000-0002-1731-559X
Josefin SanderInstitute of Bio- and Geosciences, IBG-1: Biotechnology, Forschungszentrum Jülich GmbH, Wilhelm-Johnen-Straße, 52428, Jülich, Germany.
Anja HoffzimmerInstitute of Bio- and Geosciences, IBG-1: Biotechnology, Forschungszentrum Jülich GmbH, Wilhelm-Johnen-Straße, 52428, Jülich, Germany.
Wolfgang WiechertInstitute of Bio- and Geosciences, IBG-1: Biotechnology, Forschungszentrum Jülich GmbH, Wilhelm-Johnen-Straße, 52428, Jülich, Germany.ORCID http://orcid.org/0000-0001-8501-0694
Christian K DesideratoMicrobial Biotechnology, Biology Department, Ulm University, Albert-Einstein-Allee 11, 89069, Ulm, Germany.ORCID http://orcid.org/0000-0003-4911-3850
Christian U RiedelMicrobial Biotechnology, Biology Department, Ulm University, Albert-Einstein-Allee 11, 89069, Ulm, Germany.ORCID http://orcid.org/0000-0001-7134-7085
Marco OldigesInstitute of Bio- and Geosciences, IBG-1: Biotechnology, Forschungszentrum Jülich GmbH, Wilhelm-Johnen-Straße, 52428, Jülich, Germany. m.oldiges@fz-juelich.de.ORCID http://orcid.org/0000-0003-0704-5597

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Conventional methods for measuring antibacterial activity, such as disk-diffusion assays, have limitations in quantitative reliability and require long incubation times making them unsuitable for high-throughput applications. To address these limitations, we automated a turbidity-based assay using readily available equipment and Bayesian data analysis, enabling accurate and precise antibacterial quantification from high-throughput experiments. In this study, we demonstrate the method applied to lysostaphin, a potent anti-staphylococcal agent and promising candidate for therapeutic applications. The turbidity assay monitors optical density changes upon lysostaphin-induced lysis of a susceptible Staphylococcus strain. We validated the use of autoclaved Staphylococcus carnosus TM300 as suitable indicator strain and optimized assay conditions for dynamic range of 0.63-10 mg L

Indexed as

Anti-Bacterial AgentsLysostaphinNephelometry and TurbidimetryAutomationBayes TheoremHigh-Throughput Screening AssaysReproducibility of ResultsStaphylococcusAnti-Bacterial AgentsLysostaphin

Identifiers

PMID41519724
PMCPMC12836826

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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.