ArticleMicrobial cell factories2017
Droplet-based microfluidic high-throughput screening of heterologous enzymes secreted by the yeast Yarrowia lipolytica.
Article in Microbial cell factories, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
36 citing papers in PubMed, 130 citations in OpenAlex.
- Artificial intelligence and automation in enzyme engineering: evolution, advances, and future perspectives.Bioresources and bioprocessing · 2026Review
- Multiplexing antibiotic screening assay in droplet microfluidics.Scientific reports · 2026Article
- Advances in high-throughput mutation breeding systems integrating atmospheric and room-temperature plasma (ARTP) with droplet-based microfluidics.Microbial cell factories · 2025Review
- Droplet based microfluidic and miniaturization at high-throughput level to screening heterologous secondary metabolites in microbes: A critical review.Biotechnology letters · 2025Review
- Recent progress in the microbial production of Xylanase.World journal of microbiology & biotechnology · 2025Review
- Basidiomycete Yeasts of Wine Grapes and Their Potential Applications in Winemaking.Comprehensive reviews in food science and food safety · 2025Review
- Single-cell phenotyping of extracellular electron transfer via microdroplet encapsulation.Applied and environmental microbiology · 2025Article
- Droplet Microfluidics for High-Throughput Screening and Directed Evolution of Biomolecules.Micromachines · 2024Review
- 'Small volume-big problem': culturing Yarrowia lipolytica in high-throughput micro-formats.Microbial cell factories · 2024Review
- Single-Cell Phenotyping of Extracellular Electron Transfer via Microdroplet Encapsulation.bioRxiv : the preprint server for biology · 2024Article
- Enhancing high-efficiency breeding and microbial microdroplet cultivation techniques for Ganoderma lucidum.World journal of microbiology & biotechnology · 2024Article
- Ultrahigh-throughput screening-assisted in vivo directed evolution for enzyme engineering.Biotechnology for biofuels and bioproducts · 2024Article
- The use of droplet-based microfluidic technologies for accelerated selection ofBiology methods & protocols · 2024Review
- High-throughput droplet microfluidics screening and genome sequencing analysis for improved amylase-producing Aspergillus oryzae.Biotechnology for biofuels and bioproducts · 2023Article
- Ultrahigh-Throughput Enzyme Engineering and Discovery inChemical reviews · 2023Review
- Production of Rhizopus oryzae lipase using optimized Yarrowia lipolytica expression system.FEMS yeast research · 2023Article
- Emerging platforms for high-throughput enzymatic bioassays.Trends in biotechnology · 2023Review
- Ultrahigh-throughput screening of industrial enzyme-producing strains by droplet-based microfluidic system.Journal of industrial microbiology & biotechnology · 2022Article
- High-throughput screening, next generation sequencing and machine learning: advanced methods in enzyme engineering.Chemical communications (Cambridge, England) · 2022Review
- Droplet Microfluidics for Microbial Biotechnology.Advances in biochemical engineering/biotechnology · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDroplet-based microfluidics is becoming an increasingly attractive alternative to microtiter plate techniques for enzymatic high-throughput screening (HTS), especially for exploring large diversities with lower time and cost footprint. In this case, the assayed enzyme has to be accessible to the substrate within the water-in-oil droplet by being ideally extracellular or displayed at the cell surface. However, most of the enzymes screened to date are expressed within the cytoplasm of Escherichia coli cells, which means that a lysis step must take place inside the droplets for enzyme activity to be assayed. Here, we take advantage of the excellent secretion abilities of the yeast Yarrowia lipolytica to describe a highly efficient expression system particularly suitable for the droplet-based microfluidic HTS.
resultsFive hydrolytic genes from Aspergillus niger genome were chosen and the corresponding five Yarrowia lipolytica producing strains were constructed. Each enzyme (endo-β-1,4-xylanase B and C; 1,4-β-cellobiohydrolase A; endoglucanase A; aspartic protease) was successfully overexpressed and secreted in an active form in the crude supernatant. A droplet-based microfluidic HTS system was developed to (a) encapsulate single yeast cells; (b) grow yeast in droplets; (c) inject the relevant enzymatic substrate; (d) incubate droplets on chip; (e) detect enzymatic activity; and (f) sort droplets based on enzymatic activity. Combining this integrated microfluidic platform with gene expression in Y. lipolytica results in remarkably low variability in the enzymatic activity at the single cell level within a given monoclonal population (<5%). Xylanase, cellobiohydrolase and protease activities were successfully assayed using this system. We then used the system to screen for thermostable variants of endo-β-1,4-xylanase C in error-prone PCR libraries. Variants displaying higher thermostable xylanase activities compared to the wild-type were isolated (up to 4.7-fold improvement).
conclusionsYarrowia lipolytica was used to express fungal genes encoding hydrolytic enzymes of interest. We developed a successful droplet-based microfluidic platform for the high-throughput screening (10
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.