A Microfluidics-Based Ultrahigh-Throughput Screening Unveils Diverse Ketoreductases Relevant to Pharmaceutical Synthesis

Ketoreductases (KREDs) have become increasingly valuable biocatalysts due to their ability to produce chiral alcohols with high enantioselectivity. Prior to our work, Thai et al. developed an efficient and easy assay for their discovery, but the throughput was limited. Based on their work, we developed an ultrahigh-throughput screening assay to discover KREDs. First, we optimized Thai's assay by adapting it to a droplet format and increased its throughput by combining droplet microfluidics and fluorescence-activated cell sorting (FACS). Then, we demonstrated that our new assay was reliable and sensitive by successfully screening a library of 1.5 million clones. This allowed us to discover KREDs with low identity with known enzymes or with a previously undescribed substrate scope, which could not have been predicted computationally. In conclusion, our assay was used to carry out the first metagenomic screening for KREDs in microdroplets, and it can be used to screen any large KRED library toward enzyme discovery or evolution, as well as to enable coupled ultrahigh-throughput screening assays for other enzyme activities.

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Publication Details

Journal
Analytical Chemistry
Published
2025-09-16
DOI
https://doi.org/10.1021/acs.analchem.5c01029
Citations
3
Primary Topic
Innovative Microfluidic and Catalytic Techniques Innovation
Type
article
Field-Weighted Citation Impact
2.02
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article

A Microfluidics-Based Ultrahigh-Throughput Screening Unveils Diverse Ketoreductases Relevant to Pharmaceutical Synthesis

Aurélio Hidalgo, Carmen Ortega, Jorge Díaz-Rullo, José Eduardo González‐Pastor et al.
3 citations
Analytical Chemistry
Innovative Microfluidic and Catalytic Techniques Innovation
2.02
article

A Microfluidics-Based Ultrahigh-Throughput Screening Unveils Diverse Ketoreductases Relevant to Pharmaceutical Synthesis

Aurélio Hidalgo, Carmen Ortega, Jorge Díaz-Rullo, José Eduardo González‐Pastor, Vanessa Rondón Berrio, James Finnigan, Alejandro H. Orrego, Simon J. Charnock, Wolf‐Dieter Fessner, Laura Blas-Muñoz, Michael Hofmeister, John Martínez-Salvador
article en
3 citations

Abstract

Ketoreductases (KREDs) have become increasingly valuable biocatalysts due to their ability to produce chiral alcohols with high enantioselectivity. Prior to our work, Thai et al. developed an efficient and easy assay for their discovery, but the throughput was limited. Based on their work, we developed an ultrahigh-throughput screening assay to discover KREDs. First, we optimized Thai's assay by adapting it to a droplet format and increased its throughput by combining droplet microfluidics and fluorescence-activated cell sorting (FACS). Then, we demonstrated that our new assay was reliable and sensitive by successfully screening a library of 1.5 million clones. This allowed us to discover KREDs with low identity with known enzymes or with a previously undescribed substrate scope, which could not have been predicted computationally. In conclusion, our assay was used to carry out the first metagenomic screening for KREDs in microdroplets, and it can be used to screen any large KRED library toward enzyme discovery or evolution, as well as to enable coupled ultrahigh-throughput screening assays for other enzyme activities.

Analytical ChemistryVol. 97(38)
Technische Universität Darmstadt (DE), Centro de Astrobiología (ES), Centro de Biología Molecular Severo Ochoa (ES), Prozomix (United Kingdom) (GB), Universidad Autónoma de Madrid (ES)
Openalex Percentile: Top 12%
Innovative Microfluidic and Catalytic Techniques Innovation
2.02
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