ArticleNature nanotechnology2024
Functional analysis of single enzymes combining programmable molecular circuits with droplet-based microfluidics.
Article in Nature nanotechnology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
What it found
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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.
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Who cites it
8 citing papers in PubMed.
- Programmable one-pot polymerase-mediated DNA synthesis via temperature control.Nature communications · 2026Article
- Functions and applications of enzymes in nucleic acid nanotechnology.Journal of nanobiotechnology · 2025Review
- Soft bioelectronics embedded with self-confined tetrahedral DNA circuit for high-fidelity chronic wound monitoring.Nature communications · 2025Article
- DNAzyme-driven dual-cycle coupled with pregnancy test strip signal transduction for monitoring of Dreissena polymorpha.Mikrochimica acta · 2025Article
- Single-Molecule Enzyme Activity Analysis for Illuminating Pathological Proteoforms.ACS central science · 2025Review
- Compartmentalized Suspension Array for the Isothermal, Digital, and Multiplex Detection of microRNAs.Journal of the American Chemical Society · 2025Article
- Data-Driven Theoretical Modeling of Centrifugal Step Emulsification and Its Application in Comprehensive Multiscale Analysis.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- All-in-one Biocomputing Nanoagents with Multilayered Transformable Architecture based on DNA Interfaces.Theranostics · 2025Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
The analysis of proteins at the single-molecule level reveals heterogeneous behaviours that are masked in ensemble-averaged techniques. The digital quantification of enzymes traditionally involves the observation and counting of single molecules partitioned into microcompartments via the conversion of a profluorescent substrate. This strategy, based on linear signal amplification, is limited to a few enzymes with sufficiently high turnover rate. Here we show that combining the sensitivity of an exponential molecular amplifier with the modularity of DNA-enzyme circuits and droplet readout makes it possible to specifically detect, at the single-molecule level, virtually any D(R)NA-related enzymatic activity. This strategy, denoted digital PUMA (Programmable Ultrasensitive Molecular Amplifier), is validated for more than a dozen different enzymes, including many with slow catalytic rate, and down to the extreme limit of apparent single turnover for Streptococcus pyogenes Cas9. Digital counting uniquely yields absolute molar quantification and reveals a large fraction of inactive catalysts in all tested commercial preparations. By monitoring the amplification reaction from single enzyme molecules in real time, we also extract the distribution of activity among the catalyst population, revealing alternative inactivation pathways under various stresses. Our approach dramatically expands the number of enzymes that can benefit from quantification and functional analysis at single-molecule resolution. We anticipate digital PUMA will serve as a versatile framework for accurate enzyme quantification in diagnosis or biotechnological applications. These digital assays may also be utilized to study the origin of protein functional heterogeneity.
Indexed as
Identifiers
38409552What Socratic 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 Socratic graph.