Evidence map›Paper›PMID 42873138›Full record

ArticleJournal of mass spectrometry : JMS2026

Validation of a MALDI Intact Cell Mass Spectrometry Workflow for Routine Application in Monitoring Industrial E. coli Fermentations.

Cristian Zanetti, Christopher Stephan, Rudolf Bednar, Alexandra Foettinger-Vacha, Martina Marchetti-Deschmann

Abstract readValidation Study
In one paragraph

Article in Journal of mass spectrometry : JMS, 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

5 authors.

Cristian ZanettiInstitute of Chemical Technologies and Analytics, TU Wien, Vienna, Austria.ORCID https://orcid.org/0000-0001-5019-2408
Christopher StephanBoehringer Ingelheim RCV GmbH & Co KG, Vienna, Austria.
Rudolf BednarInstitute of Chemical Technologies and Analytics, TU Wien, Vienna, Austria.
Alexandra Foettinger-VachaBoehringer Ingelheim RCV GmbH & Co KG, Vienna, Austria.
Martina Marchetti-DeschmannInstitute of Chemical Technologies and Analytics, TU Wien, Vienna, Austria.ORCID https://orcid.org/0000-0002-8060-7851

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Today, matrix-assisted laser desorption/ionization-intact cell mass spectrometry (MALDI-ICMS) is used in clinical environments for rapid pathogen identification, referred to as MALDI biotyping. This method relies on the generation of characteristic mass spectrometric profiles of intact microorganisms. Single-celled organisms are often used for pharmaceutical production, while this allows for the production of complex products, close monitoring and control of these processes is essential. In this study, we propose the use of MALDI-ICMS as a potential at-line approach for fast monitoring of the progress of a biotechnologically relevant fermentation process employing E. coli as a host. We demonstrate the reproducibility of the method, thereby indicating its potential to predict the progress of antibody fragment production in E. coli in an industrial setting. We evaluated various aspects of sample preparation, including the choice of matrix and solvent concentration, sample loading, and sample-to-matrix ratios. Our workflow allowed monitoring of over 100 signals across a 32-h span of E. coli fermentation. To control instrumental variability, we performed eight technical replicates and achieved excellent repeatability, with 9% median relative standard deviation of peak intensities. Principal component analysis revealed strong time-related differences of the mass spectra, allowing to differentiate the data based on fermentation phases. Furthermore, to assess direct monitoring of product expression, we adapted acquisition parameters to enable product detection via MALDI-ICMS. The presented MALDI-ICMS workflow allowed reliable monitoring of cellular changes during fermentation, thereby expanding the applications of MALDI-ICMS to process analytical technologies (PAT).

Indexed as

Escherichia coliIndustrial MicrobiologySpectrometry, Mass, Matrix-Assisted Laser Desorption-IonizationFermentationPrincipal Component AnalysisReproducibility of ResultsWorkflow

Identifiers

PMID42873138
PMCPMC13665605

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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.