Evidence map›Paper›PMID 41251493›Full record

ArticleApplied and environmental microbiology2025

Real-time simultaneous monitoring of multiple analytes in bacterial cultures.

Maggie M Fink, Zahra Aljuboori, Maggie K Klaers, Morgan Underdue, Joseph Malkovsky, Shahir S Rizk

Abstract read
In one paragraph

Article in Applied and environmental microbiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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.

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. 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

6 authors.

Maggie M FinkDepartment of Chemistry and Biochemistry, Indiana University South Bend, South Bend, Indiana, USA.
Zahra AljubooriDepartment of Chemistry and Biochemistry, Indiana University South Bend, South Bend, Indiana, USA.
Maggie K KlaersDepartment of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, Minnesota, USA.
Morgan UnderdueDepartment of Chemistry and Biochemistry, Indiana University South Bend, South Bend, Indiana, USA.
Joseph MalkovskyDepartment of Chemistry and Biochemistry, Indiana University South Bend, South Bend, Indiana, USA.
Shahir S RizkDepartment of Chemistry and Biochemistry, Indiana University South Bend, South Bend, Indiana, USA.ORCID 0009-0009-6996-4098

Funding

National Science Foundation GRFP for 2020Research Corporation for Science Advancement 25865Wellcome Trust
6 · The paper itself

Abstract

Bacterial metabolites are essential for biological processes, influencing human health, ecosystems, and various industrial applications. Simultaneous real-time monitoring of these metabolites is critical in understanding microbial dynamics, particularly in bioreactors and food or drug manufacturing. Current approaches often rely on offline methods, which are labor-intensive and susceptible to contamination, or genetic engineering techniques limited to single-analyte monitoring. Here, we present a novel method utilizing engineered periplasmic binding proteins (PBPs) conjugated with fluorophores to track multiple metabolites simultaneously in bacterial cultures, including IMPORTANCE: Real-time monitoring of metabolites in bacterial cultures is crucial for advancing our understanding of microbial physiology, metabolic fluxes, and dynamic responses to environmental changes. This capability enables researchers to capture transient metabolic states that are often missed in endpoint measurements. The use of engineered periplasmic binding proteins as biosensors for this real-time metabolite monitoring represents a groundbreaking approach. By leveraging the natural specificity and high affinity of PBPs for small molecules, these biosensors can be engineered to detect a wide range of metabolites with exceptional sensitivity and temporal resolution. The integration of PBP-based biosensors into microbial research not only enhances our ability to study real-time metabolism but also provides a versatile tool for optimizing industrial bioprocesses and exploring bacterial infections and complex microbial ecosystems.

Indexed as

BacteriaBiosensing TechniquesPeriplasmic Binding ProteinsEscherichia coliPeriplasmic Binding Proteinsbacterial metabolismbacterial periplasmic binding proteinsbiosensorfluorescence biosensormulti-sensor array

Identifiers

PMID41251493
PMCPMC12724168

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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.