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1.
medRxiv ; 2023 Jun 04.
Article in English | MEDLINE | ID: mdl-37398235

ABSTRACT

The emergence of a highly contagious novel coronavirus in 2019 led to an unprecedented need for large scale diagnostic testing. The associated challenges including reagent shortages, cost, deployment delays, and turnaround time have all highlighted the need for an alternative suite of low-cost tests. Here, we demonstrate a diagnostic test for SARS-CoV-2 RNA that provides direct detection of viral RNA and eliminates the need for costly enzymes. We employ DNA nanoswitches that respond to segments of the viral RNA by a change in shape that is readable by gel electrophoresis. A new multi-targeting approach samples 120 different viral regions to improve the limit of detection and provide robust detection of viral variants. We apply our approach to a cohort of clinical samples, positively identifying a subset of samples with high viral loads. Since our method directly detects multiple regions of viral RNA without amplification, it eliminates the risk of amplicon contamination and renders the method less susceptible to false positives. This new tool can benefit the COVID-19 pandemic and future emerging outbreaks, providing a third option between amplification-based RNA detection and protein antigen detection. Ultimately, we believe this tool can be adapted both for low-resource onsite testing as well as for monitoring viral loads in recovering patients.

2.
Biosens Bioelectron ; 189: 113307, 2021 Oct 01.
Article in English | MEDLINE | ID: mdl-34062334

ABSTRACT

MicroRNAs are short, non-coding RNA sequences involved in gene expression regulation. Quantification of miRNAs in biological fluids involves time consuming and laborious methods such as Northern blotting or PCR-based techniques. Molecular beacons (MB) are an attractive means for rapid detection of miRNAs, although the need for sophisticated readout methods limits their use in research and clinical settings. Here, we introduce a novel method based on delayed electrophoretic mobility, as a quantitative means for detection of miRNAs-MB hybridization. Upon hybridization with the target miRNAs, MB form a fluorescent duplex with reduced electrophoretic mobility, thus bypassing the need for additional staining. In addition to emission of light, the location of the fluorescent band on the gel acts as an orthogonal validation of the target identity, further confirming the specificity of binding. The limit of detection of this approach is approximately 100 pM, depending on the MB sequence. The method is sensitive enough to detect specific red blood cell miRNAs molecules in total RNA, with single nucleotide specificity. Altogether, we describe a rapid and affordable method that offers sensitive detection of single-stranded small DNA and RNA sequences.


Subject(s)
Biosensing Techniques , MicroRNAs , Gene Expression Regulation , MicroRNAs/genetics , Nucleic Acid Hybridization
3.
Nano Lett ; 21(1): 469-475, 2021 01 13.
Article in English | MEDLINE | ID: mdl-33395311

ABSTRACT

Molecular biomarkers play a key role in the clinic, aiding in diagnostics and prognostics, and in the research laboratory, contributing to our basic understanding of diseases. Detecting multiple and diverse molecular biomarkers within a single accessible assay would have great utility, providing a more comprehensive picture for clinical evaluation and research, but is a challenge with standard methods. Here, we report programmable DNA nanoswitches for multiplexed detection of up to 6 biomarkers at once with each combination of biomarkers producing a unique barcode signature among 64 possibilities. As a defining feature of our method, we show "mixed multiplexing" for simultaneous barcoded detection of different types of biomolecules, for example, DNA, RNA, antibody, and protein in a single assay. To demonstrate clinical potential, we show multiplexed detection of a prostate cancer biomarker panel in serum that includes two microRNA sequences and prostate specific antigen.


Subject(s)
DNA , MicroRNAs , Biomarkers, Tumor/genetics , DNA/genetics , MicroRNAs/genetics
4.
Proc Natl Acad Sci U S A ; 114(39): 10367-10372, 2017 09 26.
Article in English | MEDLINE | ID: mdl-28893984

ABSTRACT

Protein detection and quantification play critical roles in both basic research and clinical practice. Current detection platforms range from the widely used ELISA to more sophisticated, and more expensive, approaches such as digital ELISA. Despite advances, there remains a need for a method that combines the simplicity and cost-effectiveness of ELISA with the sensitivity and speed of modern approaches in a format suitable for both laboratory and rapid, point-of-care applications. Building on recent developments in DNA structural nanotechnology, we introduce the nanoswitch-linked immunosorbent assay (NLISA), a detection platform based on easily constructed DNA nanodevices that change conformation upon binding to a target protein with the results read out by gel electrophoresis. NLISA is surface-free and includes a kinetic-proofreading step for purification, enabling both enhanced sensitivity and reduced cross-reactivity. We demonstrate femtomolar-level detection of prostate-specific antigen in biological fluids, as well as reduced cross-reactivity between different serotypes of dengue and also between a single-mutation and wild-type protein. NLISA is less expensive, uses less sample volume, is more rapid, and, with no washes, includes fewer hands-on steps than ELISA, while also achieving superior sensitivity. Our approach also has the potential to enable rapid point-of-care assays, as we demonstrate by performing NLISA with an iPad/iPhone camera for imaging.


Subject(s)
Immunosorbent Techniques , Nanotechnology/methods , Prostate-Specific Antigen/analysis , Proto-Oncogene Proteins B-raf/analysis , Streptavidin/analysis , Viral Nonstructural Proteins/analysis , Biological Assay/methods , DNA/chemistry , Dengue Virus/chemistry , Dengue Virus/genetics , Enzyme-Linked Immunosorbent Assay/methods , Humans , Point-of-Care Systems
5.
Nat Methods ; 10(9): 869-71, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23934076

ABSTRACT

We describe a method for fluorescence in situ identification of individual mRNA molecules, allowing quantitative and accurate measurement, in single cells, of allele-specific transcripts that differ by only a few nucleotides. By using a combination of allele-specific and non-allele-specific probe libraries, we achieve >95% detection accuracy. We investigate the allele-specific stochastic expression of Nanog, which encodes a pluripotency factor, in murine embryonic stem cells.


Subject(s)
Alleles , RNA, Messenger/analysis , Single-Cell Analysis/methods , Algorithms , Animals , Carbocyanines/analysis , Chimera , Embryonic Stem Cells/physiology , Fluorescent Dyes/analysis , Homeodomain Proteins/genetics , Image Processing, Computer-Assisted , In Situ Hybridization, Fluorescence/methods , Mice , Mice, Inbred Strains , Molecular Probes , Nanog Homeobox Protein , Organic Chemicals/analysis , Polymorphism, Single Nucleotide , Stochastic Processes
6.
EMBO J ; 29(20): 3484-95, 2010 Oct 20.
Article in English | MEDLINE | ID: mdl-20834231

ABSTRACT

In chemotaxis of Escherichia coli and other bacteria, extracellular stimuli are perceived by transmembrane receptors that bind their ligands either directly, or indirectly through periplasmic-binding proteins (BPs). As BPs are also involved in ligand uptake, they provide a link between chemotaxis and nutrient utilization by cells. However, signalling by indirectly binding ligands remains much less understood than signalling by directly binding ligands. Here, we compared intracellular responses mediated by both types of ligands and developed a new mathematical model for signalling by indirectly binding ligands. We show that indirect binding allows cells to better control sensitivity to specific ligands in response to their nutrient environment and to coordinate chemotaxis with ligand transport, but at the cost of the dynamic range being much narrower than for directly binding ligands. We further demonstrate that signal integration by the chemosensory complexes does not depend on the type of ligand. Overall, our data suggest that the distinction between signalling by directly and indirectly binding ligands is more physiologically important than the traditional distinction between high- and low-abundance receptors.


Subject(s)
Bacterial Proteins/metabolism , Chemotaxis/physiology , Escherichia coli Proteins/metabolism , Escherichia coli/physiology , Ligands , Membrane Proteins/metabolism , Signal Transduction/physiology , Bacterial Proteins/genetics , Chemotactic Factors/pharmacology , Chemotaxis/drug effects , Dose-Response Relationship, Drug , Escherichia coli/drug effects , Escherichia coli Proteins/genetics , Humans , Membrane Proteins/genetics , Methyl-Accepting Chemotaxis Proteins , Models, Theoretical , Signal Transduction/drug effects
7.
Proc Natl Acad Sci U S A ; 107(40): 17170-5, 2010 Oct 05.
Article in English | MEDLINE | ID: mdl-20855582

ABSTRACT

The chemotaxis system of Escherichia coli is sensitive to small relative changes in ambient chemoattractant concentrations over a broad range. Interactions among receptors are crucial to this sensitivity, as is precise adaptation, the return of chemoreceptor activity to prestimulus levels in a constant chemoeffector environment through methylation and demethylation of receptors. Signal integration and cooperativity have been attributed to strongly coupled, mixed teams of receptors, but receptors become individually methylated according to their ligand occupancy states. Here, we present a model of dynamic signaling teams that reconciles strong coupling among receptors with receptor-specific methylation. Receptor trimers of dimers couple to form a honeycomb lattice, consistent with cryo-electron microscopy (cryoEM) tomography, within which the boundaries of signaling teams change rapidly. Our model helps explain the inferred increase in signaling team size with receptor modification, and indicates that active trimers couple more strongly than inactive trimers.


Subject(s)
Chemotactic Factors/metabolism , Chemotaxis/physiology , Escherichia coli Proteins/metabolism , Escherichia coli/metabolism , Receptors, Cell Surface/metabolism , Signal Transduction/physiology , Algorithms , Chemotactic Factors/chemistry , Escherichia coli Proteins/chemistry , Models, Biological , Protein Conformation , Receptors, Cell Surface/chemistry
8.
Mol Syst Biol ; 4: 211, 2008.
Article in English | MEDLINE | ID: mdl-18682701

ABSTRACT

Like many sensory receptors, bacterial chemotaxis receptors form clusters. In bacteria, large-scale clusters are subdivided into signaling teams that act as 'antennas' allowing detection of ligands with remarkable sensitivity. The range of sensitivity is greatly extended by adaptation of receptors to changes in concentrations through covalent modification. However, surprisingly little is known about the sizes of receptor signaling teams. Here, we combine measurements of the signaling response, obtained from in vivo fluorescence resonance energy transfer, with the statistical method of principal component analysis, to quantify the size of signaling teams within the framework of the previously successful Monod-Wyman-Changeux model. We find that size of signaling teams increases 2- to 3-fold with receptor modification, indicating an additional, previously unrecognized level of adaptation of the chemotaxis network. This variation of signaling-team size shows that receptor cooperativity is dynamic and likely optimized for sensing noisy ligand concentrations.


Subject(s)
Aspartic Acid/metabolism , Chemoreceptor Cells/metabolism , Chemotaxis , Escherichia coli Proteins/metabolism , Escherichia coli/metabolism , Signal Transduction , Bacterial Proteins/metabolism , Computer Simulation , Escherichia coli/enzymology , Escherichia coli/genetics , Escherichia coli Proteins/genetics , Fluorescence Resonance Energy Transfer , Ligands , Membrane Proteins/metabolism , Methyl-Accepting Chemotaxis Proteins , Methyltransferases/metabolism , Models, Biological , Principal Component Analysis , Receptors, Cell Surface , Recombinant Fusion Proteins/metabolism , Reproducibility of Results
9.
PLoS Comput Biol ; 4(1): e1, 2008 Jan.
Article in English | MEDLINE | ID: mdl-18179279

ABSTRACT

The chemotaxis system in the bacterium Escherichia coli is remarkably sensitive to small relative changes in the concentrations of multiple chemical signals over a broad range of ambient concentrations. Interactions among receptors are crucial to this sensitivity as is precise adaptation, the return of chemoreceptor activity to prestimulus levels in a constant chemoeffector environment. Precise adaptation relies on methylation and demethylation of chemoreceptors by the enzymes CheR and CheB, respectively. Experiments indicate that when transiently bound to one receptor, these enzymes act on small assistance neighborhoods (AN) of five to seven receptor homodimers. In this paper, we model a strongly coupled complex of receptors including dynamic CheR and CheB acting on ANs. The model yields sensitive response and precise adaptation over several orders of magnitude of attractant concentrations and accounts for different responses to aspartate and serine. Within the model, we explore how the precision of adaptation is limited by small AN size as well as by CheR and CheB kinetics (including dwell times, saturation, and kinetic differences among modification sites) and how these kinetics contribute to noise in complex activity. The robustness of our dynamic model for precise adaptation is demonstrated by randomly varying biochemical parameters.


Subject(s)
Adaptation, Physiological/physiology , Bacterial Proteins/metabolism , Chemotaxis/physiology , Escherichia coli Proteins/metabolism , Escherichia coli/physiology , Methyltransferases/metabolism , Models, Biological , Computer Simulation
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