Evidence map›Paper›PMID 39890649›Full record

ArticleMikrochimica acta2025

A scalable and autoclavable oxygen nanosensor platform for metabolic monitoring of Saccharomyces cerevisiae in a bioreactor and other in situ systems.

Samuel C Saccomano, John M Branning, Ty J Samo, Erin E Nuccio, Tyler Z Sodia, Adrian A Mendonsa, Peter K Weber, Kevin J Cash

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Article in Mikrochimica acta, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
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4 · The record

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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

8 authors.

Samuel C SaccomanoChemical and Biological Engineering, Colorado School of Mines, Golden, CO, 80401, USA.
John M BranningQuantitative Biosciences and Engineering, Colorado School of Mines, Golden, CO, 80401, USA.
Ty J SamoPhysical and Life Sciences, Lawrence Livermore National Laboratory, Livermore, CA, 94550, USA.
Erin E NuccioPhysical and Life Sciences, Lawrence Livermore National Laboratory, Livermore, CA, 94550, USA.
Tyler Z SodiaQuantitative Biosciences and Engineering, Colorado School of Mines, Golden, CO, 80401, USA.
Adrian A MendonsaChemical and Biological Engineering, Colorado School of Mines, Golden, CO, 80401, USA.
Peter K WeberPhysical and Life Sciences, Lawrence Livermore National Laboratory, Livermore, CA, 94550, USA.
Kevin J CashChemical and Biological Engineering, Colorado School of Mines, Golden, CO, 80401, USA. kcash@mines.edu.

Funding

Colorado Office of Economic Development and International Trade CTGG1 2023-3947Lawrence Livermore National Laboratory B643823Mines Applied Technology Transfer Inc. 23-0424The Mitre Corporation Advance Graduate Degree ProgramU.S. Department of Energy DE-AC52-07NA27344U.S. Department of Energy; Office of Science; Biological and Environmental Research SCW1713
6 · The paper itself

Abstract

Polymer-encapsulated dye nanoparticle sensors are a valuable approach to achieving in situ analyte measurements with luminescence; however, typical emulsion-based nanosensors are poorly suited for large-scale biological samples due to limitations of synthesis scalability and stability. Branched polyethylenimine (PEI) is a versatile polymer scaffold ideal for constructing nanoparticles with various covalently conjugated moieties due to their high density of reactive primary amines, high water solubility, and biological stability. In this work, we used branched polyethylenimine as a scaffold-based approach for making a stable and scalable ratiometric oxygen sensor. Pt (II) tetracarboxyporphine was used as an oxygen-sensing dye and coumarin 343 as a reference dye, all covalently linked to the PEI scaffold producing a product that could withstand sterilization procedures and easily be scaled. To minimize toxicity from the PEI scaffold, we conjugated it with 2000 MW PEG. The applicability of the sensors was demonstrated in a 200 mL Saccharomyces cerevisiae yeast culture, using orthogonal luminescent and electrochemical oxygen measurements to validate sensor response and measure the metabolic activity of the yeast in our culture. This approach was able to match the sensitivity of our electrochemical measurements while improving upon drawbacks of other luminescent methods of oxygen detection, demonstrating effective monitoring for at least 20 h. Our scaffold-based approach is a modular and easily translatable technology that could be useful in various biotechnological applications.

Indexed as

BioreactorsBiosensing TechniquesOxygenSaccharomyces cerevisiaeCoumarinsElectrochemical TechniquesNanoparticlesPolyethyleneimineCoumarinsOxygenPolyethyleneimineBioconjugationBiological stabilityBioreactorOxygen monitoringPolyethylenimineScalable nanosensor platform

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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.