ArticleBiomicrofluidics2014
A highly parallel microfluidic droplet method enabling single-molecule counting for digital enzyme detection.
Article in Biomicrofluidics, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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Who cites it
16 citing papers in PubMed, 57 citations in OpenAlex.
- Single-Molecule Enzyme Activity Analysis for Illuminating Pathological Proteoforms.ACS central science · 2025Review
- Functional analysis of single enzymes combining programmable molecular circuits with droplet-based microfluidics.Nature nanotechnology · 2024Article
- Homogeneous, heterogeneous, and enzyme catalysis in microfluidics droplets.Smart molecules : open access · 2023Review
- Recent Advances in Digital Biosensing Technology.Biosensors · 2022Review
- Nanomaterial-assisted microfluidics for multiplex assays.Mikrochimica acta · 2022Review
- Counting of enzymatically amplified affinity reactions in hydrogel particle-templated drops.Lab on a chip · 2021Article
- A method for the detection of hCG β in spent embryo culture medium based on multicolor fluorescence detection from microfluidic droplets.Biomicrofluidics · 2020Article
- A spherical poly(acrylic acid) brush-enzyme block with high catalytic capacity for signal amplification in digital biological assays.RSC advances · 2019Article
- Article
- A Facile Strategy for Visualizing and Modulating Droplet-Based Microfluidics.Micromachines · 2019Article
- Mobile platform for rapid sub-picogram-per-milliliter, multiplexed, digital droplet detection of proteins.Proceedings of the National Academy of Sciences of the United States of America · 2019Article
- Integrating Immunology and Microfluidics for Single Immune Cell Analysis.Frontiers in immunology · 2018Review
- Magnetophoretic sorting of microdroplets with different microalgal cell densities for rapid isolation of fast growing strains.Scientific reports · 2017Article
- Melting analysis on microbeads in rapid temperature-gradient inside microchannels for single nucleotide polymorphisms detection.Biomicrofluidics · 2014Article
- Integration of programmable microfluidics and on-chip fluorescence detection for biosensing applications.Biomicrofluidics · 2014Article
- Design, modeling, and performance analysis of a new dispensing system based on compliant mechanism.Science progressArticle
Corrections and comments
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Authors and funding
9 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Although digital detection of nucleic acids has been achieved by amplification of single templates in uniform microfluidic droplets and widely used for genetic analysis, droplet-based digital detection of proteins has rarely been reported, largely due to the lack of an efficient target amplification method for protein in droplets. Here, we report a key step towards digital detection of proteins using a highly parallel microfluidic droplet approach for single enzyme molecule detection in picoliter droplets via enzyme catalyzed signal amplification. An integrated microfluidic chip was designed for high throughput uniform droplet generation, monolayer droplet collection, incubation, detection, and release. Single β-galatosidase (β-Gal) molecules and the fluorogenic substrate fluorescein di-β-D-galactopyranoside were injected from two separated inlets to form uniform 20 μm droplets in fluorinated oil at a frequency of 6.6 kHz. About 200 000 droplets were captured as a monolayer in a capture well on-chip for subsequent imaging detection. A series of β-Gal solutions at different concentrations were analyzed at the single-molecule level. With no enzyme present, no droplets were found to fluoresce, while brightly fluorescent droplets were observed under single-enzyme molecule conditions. Droplet fluorescence intensity distribution analysis showed that the distribution of enzyme molecules under single-molecule conditions matched well with theoretical prediction, further proving the feasibility of detecting single enzyme molecules in emulsion droplets. Moreover, the population of fluorescent droplets increased as the β-Gal concentration increased. Based on a digital counting method, the measured concentrations of the enzyme were found to match well with input enzyme concentration, establishing the accuracy of the digital detection method for the quantification of β-Gal enzyme molecules. The capability of highly parallel detection of single enzyme molecules in uniform picoliter droplets paves the way to microdroplet based digital detection of proteins.
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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.