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Patti S, Magrini Alunno I, Pedroni S, Riva S, Ferrandi EE, Monti D. Advances and Challenges in the Development of Immobilized Enzymes for Batch and Flow Biocatalyzed Processes. CHEMSUSCHEM 2025; 18:e202402007. [PMID: 39585729 PMCID: PMC11997919 DOI: 10.1002/cssc.202402007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/13/2024] [Revised: 11/25/2024] [Accepted: 11/25/2024] [Indexed: 11/26/2024]
Abstract
The development of immobilized enzymes both for batch and continuous flow biocatalytic processes has gained significant traction in recent years, driven by the need for cost-effective and sustainable production methods in the fine chemicals and pharmaceutical industries. Enzyme immobilization not only enables the recycling of biocatalysts but also streamlines downstream processing, significantly reducing the cost and environmental impact of biotransformations. This review explores recent advancements in enzyme immobilization techniques, covering both carrier-free methods, entrapment strategies and support-based approaches. At this regard, the selection of suitable materials for enzyme immobilization is examined, highlighting the advantages and challenges associated with inorganic, natural, and synthetic organic carriers. Novel opportunities coming from innovative binding strategies, such as genetic fusion technologies, for the preparation of heterogeneous biocatalysts with enhanced activity and stability will be discussed as well. This review underscores the need for ongoing research to address current limitations and optimize immobilization strategies for industrial applications.
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Affiliation(s)
- Stefania Patti
- Istituto di Scienze e Tecnologie Chimiche “G. Natta” (SCITEC)CNRVia Bianco 920131MilanoItaly
- Department of Pharmaceutical SciencesUniversity ofMilanVia Mangiagalli 2520133MilanoItaly
| | - Ilaria Magrini Alunno
- Istituto di Scienze e Tecnologie Chimiche “G. Natta” (SCITEC)CNRVia Bianco 920131MilanoItaly
| | - Sara Pedroni
- Istituto di Scienze e Tecnologie Chimiche “G. Natta” (SCITEC)CNRVia Bianco 920131MilanoItaly
| | - Sergio Riva
- Istituto di Scienze e Tecnologie Chimiche “G. Natta” (SCITEC)CNRVia Bianco 920131MilanoItaly
| | - Erica Elisa Ferrandi
- Istituto di Scienze e Tecnologie Chimiche “G. Natta” (SCITEC)CNRVia Bianco 920131MilanoItaly
| | - Daniela Monti
- Istituto di Scienze e Tecnologie Chimiche “G. Natta” (SCITEC)CNRVia Bianco 920131MilanoItaly
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Penner M, Klein OJ, Gantz M, Nintzel FEH, Prowald AC, Boss S, Barker P, Dupree P, Hollfelder F. Fluorogenic, Subsingle-Turnover Monitoring of Enzymatic Reactions Involving NAD(P)H Provides a Generalized Platform for Directed Ultrahigh-Throughput Evolution of Biocatalysts in Microdroplets. J Am Chem Soc 2025; 147:10903-10915. [PMID: 40127491 PMCID: PMC11969528 DOI: 10.1021/jacs.4c11804] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2024] [Revised: 03/04/2025] [Accepted: 03/10/2025] [Indexed: 03/26/2025]
Abstract
Enzyme engineering and discovery are crucial for a sustainable future bioeconomy. Harvesting new biocatalysts from large libraries through directed evolution or functional metagenomics requires accessible, rapid assays. Ultrahigh-throughput screening formats often require optical readouts, leading to the use of model substrates that may misreport target activity and necessitate bespoke synthesis. This is a particular challenge when screening glycosyl hydrolases, which leverage molecular recognition beyond the target glycosidic bond, so that complex chemical synthesis would have to be deployed to build a fluoro- or chromogenic substrate. In contrast, coupled assays represent a modular "plug-and-play" system: any enzyme-substrate pairing can be investigated, provided the reaction can produce a common intermediate which links the catalytic reaction to a detection cascade readout. Here, we establish a detection cascade producing a fluorescent readout in response to NAD(P)H via glutathione reductase and a subsequent thiol-mediated uncaging reaction, with a low nanomolar detection limit in plates. Further scaling down to microfluidic droplet screening is possible: the fluorophore is leakage-free and we report 3 orders of magnitude-improved sensitivity compared to absorbance-based systems, with a resolution of 361,000 product molecules per droplet. Our approach enables the use of nonfluorogenic substrates in droplet-based enrichments, with applicability in screening for glycosyl hydrolases and imine reductases (IREDs). To demonstrate the assay's readiness for combinatorial experiments, one round of directed evolution was performed to select a glycosidase processing a natural substrate, beechwood xylan, with improved kinetic parameters from a pool of >106 mutagenized sequences.
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Affiliation(s)
- Matthew Penner
- Department
of Biochemistry, University of Cambridge, 80 Tennis Court Rd, Cambridge CB2 1GA, U.K.
| | - Oskar James Klein
- Department
of Biochemistry, University of Cambridge, 80 Tennis Court Rd, Cambridge CB2 1GA, U.K.
- Department
of Chemistry, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, U.K.
| | - Maximilian Gantz
- Department
of Biochemistry, University of Cambridge, 80 Tennis Court Rd, Cambridge CB2 1GA, U.K.
| | - Friederike E. H. Nintzel
- Department
of Biochemistry, University of Cambridge, 80 Tennis Court Rd, Cambridge CB2 1GA, U.K.
| | - Anne-Cathrin Prowald
- Department
of Biochemistry, University of Cambridge, 80 Tennis Court Rd, Cambridge CB2 1GA, U.K.
| | - Sally Boss
- Department
of Chemistry, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, U.K.
| | - Paul Barker
- Department
of Chemistry, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, U.K.
| | - Paul Dupree
- Department
of Biochemistry, University of Cambridge, 80 Tennis Court Rd, Cambridge CB2 1GA, U.K.
| | - Florian Hollfelder
- Department
of Biochemistry, University of Cambridge, 80 Tennis Court Rd, Cambridge CB2 1GA, U.K.
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Borg KN, Shetty A, Cheng G, Zhu S, Wang T, Yuan W, Ho HP, Knudsen BR, Tesauro C, Ho YP. Hydrogel bead-based isothermal detection (BEAD-ID) for assessing the activity of DNA-modifying enzymes. iScience 2024; 27:111332. [PMID: 39640584 PMCID: PMC11617385 DOI: 10.1016/j.isci.2024.111332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Revised: 09/25/2024] [Accepted: 11/04/2024] [Indexed: 12/07/2024] Open
Abstract
DNA-modifying enzymes are crucial in biological processes and have significant clinical implications. Traditional quantification methods often overlook enzymatic activity, the true determinants of enzymes' functions. We present hydrogel Bead-based Isothermal Detection (BEAD-ID), utilizing uniform hydrogel bead-based microreactors to evaluate DNA-modifying enzyme activity on-bead. We fabricated homogeneous oligo-conjugated polyacrylamide (oligo-PAA) beads via droplet microfluidics, optimized for capturing and amplifying enzyme-modified nanosensors. By incorporating DNA oligos within the hydrogel network, BEAD-ID retains isothermally amplified products, facilitating in situ detection of enzyme activities on-bead. We validate BEAD-ID by quantifying human topoisomerase I (TOP1) and restriction endonuclease EcoRI, showing a direct correlation between enzyme concentration and fluorescence intensity, demonstrating the platform's sensitivity (6.25 nM TOP1, 6.25 U/μL EcoRI) and reliability in food matrix (25 U/μL EcoRI). Additionally, a customized flow cytometry-mimicking setup allows high-throughput detection at 352 Hz with objective assessment. BEAD-ID, offering flexibility and scalability, is a promising tool for studying DNA-modifying enzymes.
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Affiliation(s)
- Kathrine Nygaard Borg
- Department of Biomedical Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong SAR 00000, China
| | - Ayush Shetty
- Department of Biomedical Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong SAR 00000, China
| | - Guangyao Cheng
- Department of Biomedical Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong SAR 00000, China
| | - Shaodi Zhu
- Department of Biomedical Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong SAR 00000, China
| | - Tianle Wang
- Department of Biomedical Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong SAR 00000, China
| | - Wu Yuan
- Department of Biomedical Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong SAR 00000, China
| | - Ho Pui Ho
- Department of Biomedical Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong SAR 00000, China
| | - Birgitta Ruth Knudsen
- Department of Molecular Biology and Genetics, Aarhus University, 8000 Aarhus C, Denmark
| | - Cinzia Tesauro
- Department of Molecular Biology and Genetics, Aarhus University, 8000 Aarhus C, Denmark
| | - Yi-Ping Ho
- Department of Biomedical Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong SAR 00000, China
- Centre for Biomaterials, The Chinese University of Hong Kong, Hong Kong SAR, China
- Hong Kong Branch of CAS Center for Excellence in Animal Evolution and Genetics, Hong Kong SAR, China
- State Key Laboratory of Marine Pollution, City University of Hong Kong, Hong Kong SAR, China
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Gharios R, Francis RM, DeForest CA. Chemical and Biological Engineering Strategies to Make and Modify Next-Generation Hydrogel Biomaterials. MATTER 2023; 6:4195-4244. [PMID: 38313360 PMCID: PMC10836217 DOI: 10.1016/j.matt.2023.10.012] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2024]
Abstract
There is a growing interest in the development of technologies to probe and direct in vitro cellular function for fundamental organoid and stem cell biology, functional tissue and metabolic engineering, and biotherapeutic formulation. Recapitulating many critical aspects of the native cellular niche, hydrogel biomaterials have proven to be a defining platform technology in this space, catapulting biological investigation from traditional two-dimensional (2D) culture into the 3D world. Seeking to better emulate the dynamic heterogeneity characteristic of all living tissues, global efforts over the last several years have centered around upgrading hydrogel design from relatively simple and static architectures into stimuli-responsive and spatiotemporally evolvable niches. Towards this end, advances from traditionally disparate fields including bioorthogonal click chemistry, chemoenzymatic synthesis, and DNA nanotechnology have been co-opted and integrated to construct 4D-tunable systems that undergo preprogrammed functional changes in response to user-defined inputs. In this Review, we highlight how advances in synthetic, semisynthetic, and bio-based chemistries have played a critical role in the triggered creation and customization of next-generation hydrogel biomaterials. We also chart how these advances stand to energize the translational pipeline of hydrogels from bench to market and close with an outlook on outstanding opportunities and challenges that lay ahead.
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Affiliation(s)
- Ryan Gharios
- Department of Chemical Engineering, University of Washington, Seattle WA 98105, USA
| | - Ryan M. Francis
- Department of Chemical Engineering, University of Washington, Seattle WA 98105, USA
| | - Cole A. DeForest
- Department of Chemical Engineering, University of Washington, Seattle WA 98105, USA
- Department of Bioengineering, University of Washington, Seattle WA 98105, USA
- Department of Chemistry, University of Washington, Seattle WA 98105, USA
- Institute of Stem Cell & Regenerative Medicine, University of Washington, Seattle WA 98109, USA
- Molecular Engineering & Sciences Institute, University of Washington, Seattle WA 98105, USA
- Institute for Protein Design, University of Washington, Seattle WA 98105, USA
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Eng YJ, Nguyen TM, Luo HK, Chan JMW. Antifouling polymers for nanomedicine and surfaces: recent advances. NANOSCALE 2023; 15:15472-15512. [PMID: 37740391 DOI: 10.1039/d3nr03164k] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/24/2023]
Abstract
Antifouling polymers are materials that can resist nonspecific interactions with cells, proteins, and other biomolecules. Typically, they are hydrophilic polymers with polar or charged moieties that are capable of strong nonbonding interactions with water molecules. This propensity to bind water generates a surface hydration layer that reduces nonspecific interactions with other molecules and is paramount to the antifouling behavior. This property is especially useful for nanoscale applications such as nanomedicine and surface modifications at the molecular level. In nanomedicine, antifouling polymers such as poly(ethylene glycol) and its alternatives play a key role in shielding drug molecules and therapeutic proteins/genes from the immune system within nanoassemblies, thereby enabling effective delivery to target tissues. For coatings, antifouling polymers help to prevent adhesion of cells and molecules to surfaces and are thus valued in marine and biomedical device applications. In this Review, we survey recent advances in antifouling polymers in the context of nanomedicine and coatings, while shining the spotlight on the major polymer classes such as PEG, polyzwitterions, poly(oxazoline)s, and other nonionic hydrophilic polymers.
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Affiliation(s)
- Yi Jie Eng
- Institute of Sustainability for Chemicals, Energy and Environment (ISCE2), Agency for Science, Technology and Research (A*STAR), 1 Pesek Road, Jurong Island, Singapore 627833, Republic of Singapore.
| | - Tuan Minh Nguyen
- Institute of Sustainability for Chemicals, Energy and Environment (ISCE2), Agency for Science, Technology and Research (A*STAR), 1 Pesek Road, Jurong Island, Singapore 627833, Republic of Singapore.
| | - He-Kuan Luo
- Institute of Sustainability for Chemicals, Energy and Environment (ISCE2), Agency for Science, Technology and Research (A*STAR), 1 Pesek Road, Jurong Island, Singapore 627833, Republic of Singapore.
| | - Julian M W Chan
- Institute of Sustainability for Chemicals, Energy and Environment (ISCE2), Agency for Science, Technology and Research (A*STAR), 1 Pesek Road, Jurong Island, Singapore 627833, Republic of Singapore.
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Cavett V, Chan AI, Cunningham CN, Paegel BM. Hydrogel-Encapsulated Beads Enable Proximity-Driven Encoded Library Synthesis and Screening. ACS CENTRAL SCIENCE 2023; 9:1603-1610. [PMID: 37637732 PMCID: PMC10451030 DOI: 10.1021/acscentsci.3c00316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Indexed: 08/29/2023]
Abstract
Encoded combinatorial library technologies have dramatically expanded the chemical space for screening but are usually only analyzed by affinity selection binding. It would be highly advantageous to reformat selection outputs to "one-bead-one-compound" solid-phase libraries, unlocking activity-based and cellular screening capabilities. Here, we describe hydrogel-encapsulated magnetic beads that enable such a transformation. Bulk emulsion polymerization of polyacrylamide hydrogel shells around magnetic microbeads yielded uniform particles (7 ± 2 μm diameter) that are compatible with diverse in-gel functionalization (amine, alkyne, oligonucleotides) and transformations associated with DNA-encoded library synthesis (acylation, enzymatic DNA ligation). In a case study of reformatting mRNA display libraries, transcription from DNA-templated magnetic beads encapsulated in gel particles colocalized both RNA synthesis via hybridization with copolymerized complementary DNA and translation via puromycin labeling. Two control epitope templates (V5, HA) were successfully enriched (50- and 99-fold, respectively) from an NNK5 library bead screen via FACS. Proximity-driven library synthesis in concert with magnetic sample manipulation provides a plausible means for reformatting encoded combinatorial libraries at scale.
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Affiliation(s)
- Valerie Cavett
- Department
of Pharmaceutical Sciences, University of
California, Irvine, California 92697, United States
| | - Alix I Chan
- Department
of Peptide Therapeutics, Genentech, South San Francisco, California 94080, United States
| | - Christian N. Cunningham
- Department
of Peptide Therapeutics, Genentech, South San Francisco, California 94080, United States
| | - Brian M. Paegel
- Department
of Pharmaceutical Sciences, University of
California, Irvine, California 92697, United States
- Departments
of Chemistry & Biomedical Engineering, University of California, Irvine, California 92697, United States
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Brown W, Albright S, Tsang M, Deiters A. Optogenetic Protein Cleavage in Zebrafish Embryos. Chembiochem 2022; 23:e202200297. [PMID: 36196665 DOI: 10.1002/cbic.202200297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Revised: 10/01/2022] [Indexed: 01/25/2023]
Abstract
A wide array of optogenetic tools are available that allow for precise spatiotemporal control over cellular processes. These tools are particularly important to zebrafish researchers who take advantage of the embryo's transparency. However, photocleavable optogenetic proteins have not been utilized in zebrafish. We demonstrate successful optical control of protein cleavage in embryos using PhoCl, a photocleavable fluorescent protein. This optogenetic tool offers temporal and spatial control over protein cleavage events, which we demonstrate in light-triggered protein translocation and light-triggered apoptosis.
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Affiliation(s)
- Wes Brown
- Department of Chemistry, University of Pittsburgh, Pittsburgh, PA 15260, USA
| | - Savannah Albright
- Department of Chemistry, University of Pittsburgh, Pittsburgh, PA 15260, USA
| | - Michael Tsang
- Department of Developmental Biology, University of Pittsburgh, Pittsburgh, PA 15260, USA
| | - Alexander Deiters
- Department of Chemistry, University of Pittsburgh, Pittsburgh, PA 15260, USA
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