The DOI matches its Crossref record; 1 of the 1 references it cites were found in a registry or an index.
Fluorescent Biosensor-Guided Engineering of Enzyme Cascades for Electrochemical Applications
Open accessPreprint — published as 10.1021/acscatal.5c08170 · Paper page
Abstract
Substrate channeling is a strategy for enhancing flux and yield in enzymatic cascades and is increasingly relevant for applications in biocatalysis, biotechnology, and bioelectrochemical systems. However, efforts to engineer channeling are limited by the lack of high-throughput methods to evaluate and optimize channeling efficiency. Here, we present a fluorescence-based screening assay to rapidly assess substrate channeling in a model system involving fumarase and malate dehydrogenase, two sequential enzymes from the Krebs cycle. By expressing genetic fusions in E. coli , quantifying intermediate (malate) and product (NADH) formation in lysate using orthogonal fluorescent readouts, and comparing product-to-intermediate ratios, we screened a library of linker variants designed to promote electrostatic channeling. A top-performing construct was identified and validated through classical channeling assays. This hit demonstrated increased product yield and current output when immobilized on electrodes with a bilayer architecture, highlighting utility in bioelectrocatalysis. We further showed that the channeling linker could be applied to a de novo designed single-chain fumarase, which preserved channeling capability and exhibited improved thermal stability. These results establish a generalizable and scalable method for engineering and evolving substrate channeling, with broad implications for pathway optimization and enzyme design in synthetic biology, bioprocessing, and energy applications.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Highly accurate protein structure prediction with AlphaFold
Jumper, J., Evans, R., Pritzel, A., Green, T., Figurnov, M., Ronneberger, O., Tunyasuvunakool, K., Bates, R., Žídek, A., Potapenko, A., et al. (2021) · Nature · doi:10.1038/s41586-021-03819-2 · Cited by 43,764
Research works printed but not linked: 59
- 2024, Electrochemically-Driven Enzyme Cascades: Recent Developments in Design, Control, and Modelling, Curr. Opin. Electrochem, 47, 101565, 10.1016/j.coelec.2024.101565 · DOI
- 1976, Enzyme Electrode for Sucrose, Biotechnol. Bioeng, 18, 269, 10.1002/bit.260180211 · DOI
- 2020, Nitrogenase Bioelectrocatalysis: ATP-Independent Ammonia Production Using a Redox Polymer/MoFe Protein System, ACS Catal, 10, 6854, 10.1021/acscatal.0c01397 · DOI
- 1998, A Methanol/Dioxygen Biofuel Cell That Uses NAD+-Dependent Dehydrogenases as Catalysts: Application of an Electro-Enzymatic Method to Regenerate Nicotinamide Adenine Dinucleotide at Low Overpotentials, J. Electroanal. Chem, 443, 155, 10.1016/S0022-0728(97)00393-8 · DOI
- 2013, Complete Oxidation of Methanol in Biobattery Devices Using a Hydrogel Created from Three Modified Dehydrogenases, Angew. Chem., Int, 52, 1437, 10.1002/anie.201207423 · DOI
- 10.1042/bj0340460 · DOI
- 10.1111/j.1432-1033.1988.tb14307.x · DOI
- 10.1016/j.bios.2008.07.043 · DOI
- 2011, Utilization of Enzyme Cascades for Complete Oxidation of Lactate in an Enzymatic Biofuel Cell, Electrochim. Acta, 56, 10772, 10.1016/j.electacta.2011.01.050 · DOI
- 10.1149/1.3170904 · DOI
- 10.1149/1.3561690 · DOI
- 10.1016/j.bbabio.2015.08.008 · DOI
- 2023, Redox Mediators in Homogeneous Co-Electrocatalysis, J. Am. Chem. Soc, 145, 2013, 10.1021/jacs.2c10033 · DOI
- 2019, Redox Polymers in Electrochemical Systems: From Methods of Mediation to Energy Storage, Curr. Opin. Electrochem, 15, 1, 10.1016/j.coelec.2019.03.003 · DOI
- 2015, Simplifying Enzymatic Biofuel Cells: Immobilized Naphthoquinone as a Biocathodic Orientational Moiety and Bioanodic Electron Mediator, ACS Catal, 5, 1240, 10.1021/cs501940g · DOI
- 1999, Tethered Mediator Biosensor Mediated Electron Transfer between Redox Enzyme and Electrode via Ferrocene Anchored to Electrode Surface with Long Poly(Oxyethylene) Chain, Biosens. Bioelectron, 14, 229, 10.1016/S0956-5663(98)00113-4 · DOI
- 2019, Efficient NADH Regeneration by a Redox Polymer-Immobilized Enzymatic System, ACS Catal, 9, 5486, 10.1021/acscatal.9b00513 · DOI
- 10.1074/jbc.274.18.12193 · DOI
- 10.1038/nchem.2459 · DOI
- 10.1016/S0021-9258(19)77913-7 · DOI
- 10.1146/annurev.biochem.69.1.961 · DOI
- 10.1021/bi971709u · DOI
- 2017, The Advantage of Channeling Nucleotides for Very Processive Functions, F1000Res, 6, 724, 10.12688/f1000research.11561.2 · DOI · Paper page
- 2009, Substrate Channelling in an Engineered Bifunctional Aldolase/Kinase Enzyme Confers Catalytic Advantage for C–C Bond Formation, Chem. Commun, 13, 1721
- 10.1021/ja300897h · DOI
- 10.1021/bi00489a015 · DOI
- 10.1038/nsb0394-186 · DOI
- 1996, Heterologous Expression and Characterization of the Bifunctional Dihydrofolate Reductase−Thymidylate Synthase Enzyme of Toxoplasma Gondii, Biochemistry, 35, 6366, 10.1021/bi952923q · DOI
- 2021, Substrate Channeling by a Rationally Designed Fusion Protein in a Biocatalytic Cascade, JACS Au, 1, 1187, 10.1021/jacsau.1c00180 · DOI
- 10.1093/nar/gkr888 · DOI
- 2015, Spatially Programmed Assembling of Oxidoreductases with Single-Stranded DNA for Cofactor-Required Reactions, Appl. Microbiol. Biotechnol, 99, 3469, 10.1007/s00253-014-6172-y · DOI
- 2010, Use of Modular, Synthetic Scaffolds for Improved Production of Glucaric Acid in Engineered E, Coli. Metab. Eng, 12, 298, 10.1016/j.ymben.2010.01.003 · DOI
- 2011, In Methods in Enzymology, 497, 447
- 10.1002/bit.25322 · DOI
- 10.1016/j.ymben.2016.02.007 · DOI
- 1994, Preparation and Kinetic Characterization of a Fusion Protein of Yeast Mitochondrial Citrate Synthase and Malate Dehydrogenase, Biochemistry, 33, 11692, 10.1021/bi00205a004 · DOI
- 10.1038/nsb0895-654 · DOI
- 10.1371/journal.pone.0055549 · DOI
- 10.1111/j.1365-2958.2006.05028.x · DOI
- Eun, C. ; Kekenes-Huskey, P. M. ; Metzger, V. T. ; McCammon, J. A. A Model Study of Sequential Enzyme Reactions and Electrostatic Channeling. J. Chem. Phys. 2014, 140 (10). · DOI
- 2010, Channeling by Proximity: The Catalytic Advantages of Active Site Colocalization Using Brownian Dynamics, J. Phys. Chem. Lett, 1, 1332, 10.1021/jz1002007 · DOI
- 10.1016/j.addr.2012.09.039 · DOI
- 2002, Malate Dehydrogenases-Structure and Function, Gen. Physiol. Biophys, 21, 257
- 10.1002/pro.5560031115 · DOI
- 10.1038/nprot.2007.72 · DOI
- 2024, Development of Malate Biosensor-Containing Hydrogels and Living Cell-Based Sensors, Int J Mol Sci, 25, 11098, 10.3390/ijms252011098 · DOI
- 2024, Insights into the Regulation of Malate Dehydrogenase: Inhibitors, Activators, and Allosteric Modulation by Small Molecules, Essays in Biochem, 68, 173, 10.1042/EBC20230087 · DOI
- 10.1016/j.febslet.2012.04.034 · DOI
- 10.1021/jp054783s · DOI
- 10.1016/j.febslet.2012.04.034 · DOI
- 10.1038/s41586-023-06415-8 · DOI · Paper page
- 10.1126/science.add2187 · DOI · Paper page
- 10.1021/acscatal.4c07181 · DOI
- 10.1038/s41580-019-0163-x · DOI · Paper page
- 10.1149/2754-2734/ace203 · DOI
- 10.1038/msb4100050 · DOI · Paper page
- 10.1042/bj2050631 · DOI
- 10.1016/S0021-9258(19)43346-2 · DOI
- 10.1042/bj0540078 · DOI
Metadata
- Authors
- Ricks, N. J., Brachi, M., Arun, F., Baiarashov, E., Minteer, S. D., & Hammond, M. C.
- Affiliations
- University of Utah (US)
- Missouri University of Science and Technology (US)
- Corresponding author
- Minteer, Shelley D.
- Hammond, Ming C.
- Venue
- ACS Catalysis
- Publisher
- openRxiv
- Published
- 2025-11-23
- Volume
- 16
- Issue
- 5
- Pages
- 4729-4748
- ISSN
- 2155-5435 (ISSN-L)
- OpenAlex
- W7131368284
- Cited by
- 2
- References
- 1
- Citations by year
- 2026: 2
- FWCI
- 4.18
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- ACS Catalysis (publishedVersion)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by)
- Funders
- Office of Naval Research (N00014-21-1-2188)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Enzyme Catalysis and Immobilization
- Physical Sciences › Chemistry › Analytical Chemistry › Electrochemical sensors and biosensors
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Microbial Metabolic Engineering and Bioproduction
- Keywords
- substrate channeling, enzyme cascade, fluorescent biosensor, fumarase, malate dehydrogenase, TCA cycle, linker engineering, bioelectrocatalysis, enzyme immobilization, NADH production, high-throughput screening, enzyme design
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review