ArticlePloS one2010
Development of an in vitro compartmentalization screen for high-throughput directed evolution of [FeFe] hydrogenases.
Article in PloS one, 2010. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers.
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Who cites it
28 citing papers in PubMed, 91 citations in OpenAlex.
- Cell-Free Gene Expression: Methods and Applications.Chemical reviews · 2025Review
- Ultrahigh-Throughput Enzyme Engineering and Discovery inChemical reviews · 2023Review
- Second and Outer Coordination Sphere Effects in Nitrogenase, Hydrogenase, Formate Dehydrogenase, and CO Dehydrogenase.Chemical reviews · 2022Review
- Synthetic biology for improved hydrogen production in Chlamydomonas reinhardtii.Microbial biotechnology · 2022Review
- Split & mix assembly of DNA libraries for ultrahigh throughput on-bead screening of functional proteins.Nucleic acids research · 2020Article
- Bottom-Up Construction of Complex Biomolecular Systems With Cell-Free Synthetic Biology.Frontiers in bioengineering and biotechnology · 2020Review
- Single-pot glycoprotein biosynthesis using a cell-free transcription-translation system enriched with glycosylation machinery.Nature communications · 2018Article
- Hierarchical design of artificial proteins and complexes toward synthetic structural biology.Biophysical reviews · 2018Review
- High-throughput screening of biomolecules using cell-free gene expression systems.Synthetic biology (Oxford, England) · 2018Review
- Bacterial cell-free expression technology toSynthetic and systems biotechnology · 2017Review
- Challenges and opportunities for hydrogen production from microalgae.Plant biotechnology journal · 2016Review
- In vitro flow cytometry-based screening platform for cellulase engineering.Scientific reports · 2016Article
- Atypical effect of temperature tuning on the insertion of the catalytic iron-sulfur center in a recombinant [FeFe]-hydrogenase.Protein science : a publication of the Protein Society · 2015Article
- Implementation of photobiological H2 production: the O 2 sensitivity of hydrogenases.Photosynthesis research · 2015Article
- High Throughput Screening and Selection Methods for Directed Enzyme Evolution.Industrial & engineering chemistry research · 2015Review
- High-throughput preparation methods of crude extract for robust cell-free protein synthesis.Scientific reports · 2015Article
- Engineering photosynthetic organisms for the production of biohydrogen.Photosynthesis research · 2015Review
- Ultra-high-throughput screening of an in vitro-synthesized horseradish peroxidase displayed on microbeads using cell sorter.PloS one · 2015Article
- [FeFe]-hydrogenase abundance and diversity along a vertical redox gradient in Great Salt Lake, USA.International journal of molecular sciences · 2014Article
- Advances in the directed evolution of proteins.Current opinion in chemical biology · 2014Review
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Authors and funding
2 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
background[FeFe] hydrogenase enzymes catalyze the formation and dissociation of molecular hydrogen with the help of a complex prosthetic group composed of common elements. The development of energy conversion technologies based on these renewable catalysts has been hindered by their extreme oxygen sensitivity. Attempts to improve the enzymes by directed evolution have failed for want of a screening platform capable of throughputs high enough to adequately sample heavily mutated DNA libraries. In vitro compartmentalization (IVC) is a powerful method capable of screening for multiple-turnover enzymatic activity at very high throughputs. Recent advances have allowed [FeFe] hydrogenases to be expressed and activated in the cell-free protein synthesis reactions on which IVC is based; however, IVC is a demanding technique with which many enzymes have proven incompatible. METHODOLOGY/PRINCIPAL
findingsHere we describe an extremely high-throughput IVC screen for oxygen-tolerant [FeFe] hydrogenases. We demonstrate that the [FeFe] hydrogenase CpI can be expressed and activated within emulsion droplets, and identify a fluorogenic substrate that links activity after oxygen exposure to the generation of a fluorescent signal. We present a screening protocol in which attachment of mutant genes and the proteins they encode to the surfaces of microbeads is followed by three separate emulsion steps for amplification, expression, and evaluation of hydrogenase mutants. We show that beads displaying active hydrogenase can be isolated by fluorescence-activated cell-sorting, and we use the method to enrich such beads from a mock library. CONCLUSIONS/SIGNIFICANCE: [FeFe] hydrogenases are the most complex enzymes to be produced by cell-free protein synthesis, and the most challenging targets to which IVC has yet been applied. The technique described here is an enabling step towards the development of biocatalysts for a biological hydrogen economy.
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