4.6 Article

A High-Throughput Screening System Based on Droplet Microfluidics for Glucose Oxidase Gene Libraries

Journal

MOLECULES
Volume 25, Issue 10, Pages -

Publisher

MDPI
DOI: 10.3390/molecules25102418

Keywords

fluorescent label; sorting; protein engineering; enzyme optimization

Funding

  1. Fulbright Foundation
  2. Ministry of Education, Science and Technological Development of Republic of Serbia [451-03-68/2020-14/200168]
  3. National Science Foundation (NSF) [DMR-1310266]
  4. Harvard MRSEC [DMR-0820484]
  5. RWTH Aachen University
  6. Excellence Initiative by the German federal and state governments
  7. National Science Foundation [ECS-0335765]
  8. NSERC PGS D

Ask authors/readers for more resources

Glucose oxidase (GOx) is an important industrial enzyme that can be optimized for specific applications by mutagenesis and activity-based screening. To increase the efficiency of this approach, we have developed a new ultrahigh-throughput screening platform based on a microfluidic lab-on-chip device that allows the sorting of GOx mutants from a saturation mutagenesis library expressed on the surface of yeast cells. GOx activity was measured by monitoring the fluorescence of water microdroplets dispersed in perfluorinated oil. The signal was generated via a series of coupled enzyme reactions leading to the formation of fluorescein. Using this new method, we were able to enrich the yeast cell population by more than 35-fold for GOx mutants with higher than wild-type activity after two rounds of sorting, almost double the efficiency of our previously described flow cytometry platform. We identified and characterized novel GOx mutants, the most promising of which (M6) contained a combination of six point mutations that increased the catalytic constant k(cat) by 2.1-fold compared to wild-type GOx and by 1.4-fold compared to a parental GOx variant. The new microfluidic platform for GOx was therefore more sensitive than flow cytometry and supports comprehensive screens of gene libraries containing multiple mutations per gene.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.6
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Article Engineering, Environmental

Improved degradation of azo dyes by lignin peroxidase following mutagenesis at two sites near the catalytic pocket and the application of peroxidase-coated yeast cell walls

Karla Ilic Durdic, Raluca Ostafe, Olivera Prodanovic, Aleksandra Durdevic Delmas, Nikolina Popovic, Rainer Fischer, Stefan Schillberg, Radivoje Prodanovic

Summary: Enzymatic degradation of azo dyes is a promising alternative to traditional chemical and physical remediation methods. By conducting protein engineering on lignin peroxidase, mutants with improved efficiency in breaking down azo dyes were selected. Cell wall fragments coated with mutant LiP enzymes maintained high dye degradation activity in multiple reaction cycles.

FRONTIERS OF ENVIRONMENTAL SCIENCE & ENGINEERING (2021)

Article Biotechnology & Applied Microbiology

Optimization of phenol removal with horseradish peroxidase encapsulated within tyramine-alginate micro-beads

Nevena Pantic, Radivoje Prodanovic, Karla Ilic Durdic, Natalija Polovic, Milica Spasojevic, Olivera Prodanovic

Summary: Removal of phenolic compounds from water is a major concern, with horseradish peroxidase being a commonly studied biocatalyst for this purpose. Immobilization of HRP on tyramine-alginate microbeads showed promising results in terms of phenol removal efficiency and reusability. Internal generation of hydrogen peroxide using glucose and glucose oxidase enhanced the phenol removal process with immobilized HRP.

ENVIRONMENTAL TECHNOLOGY & INNOVATION (2021)

Article Biochemistry & Molecular Biology

Immobilization of yeast cell walls with surface displayed laccase from Streptomyces cyaneus within dopamine-alginate beads for dye decolorization

Nikolina Popovic, Dunja Przulj, Maja Mladenovic, Olivera Prodanovic, Selin Ece, Karla Ilic Durdic, Raluca Ostafe, Rainer Fischer, Radivoje Prodanovic

Summary: Researchers focused on removing toxic textile dyes from the environment and wastewaters by applying immobilized enzymes. Laccases, with their wide substrate specificity, were expressed on the surface of yeast cells for degradation of different dye types. By modifying alginate and dopamine, cell wall laccase was effectively immobilized within hydrogel beads, showing increased activity and efficiency in dye decolorization.

INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES (2021)

Article Chemistry, Multidisciplinary

Identification of SARS-CoV-2 Papain-like Protease (PLpro) Inhibitors Using Combined Computational Approach

Milan Sencanski, Vladimir Perovic, Jelena Milicevic, Tamara Todorovic, Radivoje Prodanovic, Veljko Veljkovic, Slobodan Paessler, Sanja Glisic

Summary: Finding effective drugs to prevent or treat COVID-19 is of highest priority in the current pandemic. In this study, we used in silico virtual screening to identify 44 potential SARS-CoV-2 PLpro inhibitors, which should be further tested experimentally.

CHEMISTRYOPEN (2022)

Article Engineering, Environmental

Immobilization of Horseradish Peroxidase on Macroporous Glycidyl-Based Copolymers with Different Surface Characteristics for the Removal of Phenol

Nevena Pantic, Milica Spasojevic, Zeljko Stojanovic, Dorde Veljovic, Jugoslav Krstic, Ana Marija Balaz, Radivoje Prodanovic, Olivera Prodanovic

Summary: Novel macroporous copolymers with mean pore size diameters ranging from 150 to 310 nm were synthesized and modified with ethylenediamine for horseradish peroxidase (HRP) immobilization. The activity and stability of immobilized HRP were greatly affected by the pore size of the carrier, and the highest specific activities were obtained for carriers with pore size diameters of 234 and 297 nm. HRP immobilized on the copolymer with a pore size of 234 nm showed higher activities than the native enzyme and exhibited good stability.

JOURNAL OF POLYMERS AND THE ENVIRONMENT (2022)

Article Chemistry, Physical

Production of fructose and gluconic acid from sucrose with cross-linked yeast cell walls expressing glucose oxidase on the surface

Gordana Kovacevic, Reyadh Gomah Amar Elgahwash, Marija Blazic, Nevena Pantic, Olivera Prodanovic, Ana Marija Balaz, Radivoje Prodanovic

Summary: This study focuses on utilizing Saccharomyces cerevisiae cell walls as a platform for creating biocatalyst cells for sucrose conversion. By crosslinking with invertase and catalase, and expressing glucose oxidase, high yield conversion of sucrose to gluconic acid can be achieved. The use of a mutant glucose oxidase showed higher productivity, and under optimized conditions, almost 100% conversion of glucose to gluconic acid was achieved.

MOLECULAR CATALYSIS (2022)

Article Biochemical Research Methods

Affinity-based isolation of extracellular vesicles by means of single-domain antibodies bound to macroporous methacrylate-based copolymer

Lidija Filipovic, Milica Spasojevic, Radivoje Prodanovic, Aleksandra Korac, Suzana Matijasevic, Goran Brajuskovic, Ario de Marco, Milica Popovic

Summary: The purification of extracellular vesicles (EV) is crucial for the study of physiological and pathological processes. Current methods are time-consuming and low-yield. This study presents an immuno-capture based chromatography system for efficient purification of EVs from different biological samples. The purified EVs were confirmed to be exosomes based on their morphological features and biomarker presence.

NEW BIOTECHNOLOGY (2022)

Article Biochemistry & Molecular Biology

Immobilization of ArRMut11 omega-transaminase for increased operational stability and reusability in the synthesis of 3α-amino-5α-androstan-17β-ol

Nevena Kalicanin, Gordana Kovacevic, Milica Spasojevic, Olivera Prodanovic, Suzana Jovanovic-Santa, Dusan Skoric, Dejan Opsenica, Radivoje Prodanovic

Summary: The aim of this research was to improve the operational stability and enable the reusability of omega-transaminase for synthesis of new enantiopure chiral amines of steroids. The enzyme was immobilized on a methacrylate-based carrier and showed higher stability compared to the soluble form in organic solvents. The immobilized enzyme also retained high activity after multiple synthesis cycles.

PROCESS BIOCHEMISTRY (2022)

Article Biochemistry & Molecular Biology

In Silico and In Vitro Inhibition of SARS-CoV-2 PLpro with Gramicidin D

Sara Protic, Nevena Kalicanin, Milan Sencanski, Olivera Prodanovic, Jelena Milicevic, Vladimir Perovic, Slobodan Paessler, Radivoje Prodanovic, Sanja Glisic

Summary: Finding an effective drug to prevent or treat COVID-19 is crucial. This study used a virtual screening protocol and identified gramicidin D as a potential PLpro inhibitor. It was found to be active against the target protein in vitro. These findings are important for discovering efficient and affordable therapies for COVID-19.

INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES (2023)

Article Polymer Science

The Influence of Isoenzyme Composition and Chemical Modification on Horseradish Peroxidase@ZIF-8 Biocomposite Performance

Marija D. Stanisic, Nikolina Popovic Kokar, Predrag Ristic, Ana Marija Balaz, Milos Ognjanovic, Veljko R. Dokic, Radivoje Prodanovic, Tamara R. Todorovic

Summary: This article investigates the isoenzyme composition of commercial HRP and the influence of the carbohydrate component of the protein molecule on biomineralization. The findings suggest that purified HRP yields enzyme@ZIF-8 biocomposites with higher activity, while oxidation of the carbohydrate component of both commercial HRP and purified HRP-C produces biocomposites with very high activity in acetate buffer, without degradation of the ZIF-8 structure. Therefore, the impact of isoenzyme composition and carbohydrate component of the protein molecule should be considered when studying the biomineralization process.

POLYMERS (2022)

Article Chemistry, Multidisciplinary

Controlled Continuous Evolution of Enzymatic Activity Screened at Ultrahigh Throughput Using Drop-Based Microfluidics

R. G. Rosenthal, X. Diana Zhang, K. Ilic Durdic, J. J. Collins, D. A. Weitz

Summary: Enzymes are catalysts that have high specificity and are used to improve drugs and industrial processes. Optimizing naturally occurring enzymes usually involves a labor- and capital-intensive process called directed evolution. We introduce a continuous evolution platform that enables the controlled exploration of fitness landscapes to evolve enzymes at a high throughput. This platform relies on direct measurement of enzymatic activity and uses drop-based microfluidics technology, reducing the need for human intervention.

ANGEWANDTE CHEMIE-INTERNATIONAL EDITION (2023)

Article Biochemistry & Molecular Biology

Lactobionic acid production via mutant cellobiose dehydrogenase/laccase continuous enzymatic regeneration of electron acceptors

Reyadh Gomah Amar Elgahwash, Marija Blazic, Ana Marija Balaz, Radivoje Prodanovic

Summary: This study used CDH mutants derived from Phanerochaete chrysosporium produced in Pichia pastoris to determine the production rate of LBA with varying number of redox mediators. The highest specific productivity was observed for the triple mutant CDH, with hydroquinone showing the highest specific productivity.

BIOCATALYSIS AND BIOTRANSFORMATION (2023)

Article Polymer Science

Selective Adsorption of Ionic Species Using Macroporous Monodispersed Polyethylene Glycol Diacrylate/Acrylic Acid Microgels with Tunable Negative Charge

Minjun Chen, Conner Thacker, Ksenija R. Kumric, Radivoje Prodanovic, Guido Bolognesi, Goran T. Vladisavljevic

Summary: Monodispersed PEGDA/AA microgels with a controllable negative charge and macroporous internal structure were produced using a Lego-inspired droplet microfluidic device. The microgels exhibited tunable surface charge and macroporosity, thereby showing improved adsorption properties towards organic dyes and high removal capacity of Cu(II) ions.
Article Chemistry, Multidisciplinary

Non-conventional expression of recombinant chitinase A originating from Bacillus licheniformis DSM8785, in Saccharomyces cerevisiae INVSc1

Gheorghita Menghiu, Radivoje Prodanovic, Marija Blazic, Manuela Mincea, Cristina Moraru, Vasile Ostafe

Summary: Chitinases are important enzymes that can be used to extract valuable derivatives from chitin wastes. In this study, the chiA gene was successfully cloned and expressed in Saccharomyces cerevisiae INVSc1, confirming the production of recombinant enzyme. The optimal expression time was identified as 24 hours, and the purified enzyme showed a heterogeneous diffuse band on SDS-PAGE.

JOURNAL OF THE SERBIAN CHEMICAL SOCIETY (2022)

No Data Available