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1.
Nat Biotechnol ; 41(11): 1557-1566, 2023 Nov.
Article in English | MEDLINE | ID: mdl-36879006

ABSTRACT

Current single-cell RNA-sequencing approaches have limitations that stem from the microfluidic devices or fluid handling steps required for sample processing. We develop a method that does not require specialized microfluidic devices, expertise or hardware. Our approach is based on particle-templated emulsification, which allows single-cell encapsulation and barcoding of cDNA in uniform droplet emulsions with only a vortexer. Particle-templated instant partition sequencing (PIP-seq) accommodates a wide range of emulsification formats, including microwell plates and large-volume conical tubes, enabling thousands of samples or millions of cells to be processed in minutes. We demonstrate that PIP-seq produces high-purity transcriptomes in mouse-human mixing studies, is compatible with multiomics measurements and can accurately characterize cell types in human breast tissue compared to a commercial microfluidic platform. Single-cell transcriptional profiling of mixed phenotype acute leukemia using PIP-seq reveals the emergence of heterogeneity within chemotherapy-resistant cell subsets that were hidden by standard immunophenotyping. PIP-seq is a simple, flexible and scalable next-generation workflow that extends single-cell sequencing to new applications.


Subject(s)
High-Throughput Nucleotide Sequencing , Microfluidics , Humans , Animals , Mice , Microfluidics/methods , High-Throughput Nucleotide Sequencing/methods , Single-Cell Analysis/methods , Genomics/methods , Transcriptome/genetics
2.
Lab Chip ; 10(7): 843-51, 2010 Apr 07.
Article in English | MEDLINE | ID: mdl-20300670

ABSTRACT

Many applications in pharmaceutical development, clinical diagnostics, and biological research demand rapid detection of multiple analytes (multiplexed detection) in a minimal volume. This need has led to the development of several novel array-based sensors. The most successful of these so far have been suspension arrays based on polystyrene beads. However, the 5 microm beads used for these assays are incompatible with most microfluidic chip technologies, mostly due to clogging problems. The challenge, then, is to design a detection particle that has high information content (for multiplexed detection), is compatible with miniaturization, and can be manufactured easily at low cost. DNA is a solid molecular wire that is easily produced and manipulated, which makes it a useful material for nanoparticles. DNA molecules are very information-rich, readily deformable, and easily propagated. We exploit these attributes in a suspension array sensor built from specialized recombinant DNA, Digital DNA, that carries both specific analyte-recognition units, and a geometrically encoded identification pattern. Here we show that this sensor combines high multiplexing with high sensitivity, is biocompatible, and has sufficiently small particle size to be used within microfluidic chips that are only 1 microm deep. We expect this technology will be the foundation of a broadly applicable technique to identify and quantitate proteins, nucleic acids, viruses, and toxins simultaneously in a minimal volume.


Subject(s)
DNA/analysis , Microfluidics/methods , Proteins/analysis , Immunoassay
3.
Am J Physiol Cell Physiol ; 296(2): C372-84, 2009 Feb.
Article in English | MEDLINE | ID: mdl-19091960

ABSTRACT

Human acid-sensing ion channel 1b (hASIC1b) is a H(+)-gated amiloride-sensitive cation channel. We have previously shown that glioma cells exhibit an amiloride-sensitive cation conductance. Amiloride and the ASIC1 blocker psalmotoxin-1 decrease the migration and proliferation of glioma cells. PKC also abolishes the amiloride-sensitive conductance of glioma cells and inhibits hASIC1b open probability in planar lipid bilayers. In addition, hASIC1b's COOH terminus has been shown to interact with protein interacting with C kinase (PICK)1, which targets PKC to the plasma membrane. Therefore, we tested the hypothesis that PKC regulation of hASIC1b at specific PKC consensus sites inhibits hASIC1b function. We mutated three consensus PKC phosphorylation sites (T26, S40, and S499) in hASIC1b to alanine, to prevent phosphorylation, and to glutamic acid or aspartic acid, to mimic phosphorylation. Our data suggest that S40 and S499 are critical sites mediating the modulation of hASIC1b by PKC. We expressed mutant hASIC1b constructs in Xenopus oocytes and measured acid-activated currents by two-electrode voltage clamp. T26A and T26E did not exhibit acid-activated currents. S40A was indistinguishable from wild type (WT), whereas S40E, S499A, and S499D currents were decreased. The PKC activators PMA and phorbol 12,13-dibutyrate inhibited WT hASIC1b and S499A, and PMA had no effect on S40A or on WT hASIC1b in oocytes pretreated with the PKC inhibitor chelerythrine. Chelerythrine inhibited WT hASIC1b and S40A but had no effect on S499A or S40A/S499A. PKC activators or the inhibitor did not affect the surface expression of WT hASIC1b. These data show that the two PKC consensus sites S40 and S499 differentially regulate hASIC1b and mediate the effects of PKC activation or PKC inhibition on hASIC1b. This will result in a deeper understanding of PKC regulation of this channel in glioma cells, information that may help in designing potentially beneficial therapies in their treatment.


Subject(s)
Consensus Sequence , Ion Channel Gating , Nerve Tissue Proteins/metabolism , Protein Kinase C/metabolism , Protein Processing, Post-Translational , Sodium Channels/metabolism , Acid Sensing Ion Channels , Amino Acid Sequence , Animals , Benzophenanthridines/pharmacology , Enzyme Activation , Enzyme Activators/pharmacology , Humans , Kinetics , Membrane Potentials , Molecular Sequence Data , Mutation , Nerve Tissue Proteins/chemistry , Nerve Tissue Proteins/genetics , Oocytes , Phorbol 12,13-Dibutyrate/pharmacology , Phosphorylation , Protein Conformation , Protein Kinase C/antagonists & inhibitors , Protein Kinase Inhibitors/pharmacology , Sodium Channels/chemistry , Sodium Channels/genetics , Structure-Activity Relationship , Tetradecanoylphorbol Acetate/pharmacology , Xenopus laevis
4.
Lab Chip ; 14(19): 3881-93, 2014 Oct 07.
Article in English | MEDLINE | ID: mdl-25133764

ABSTRACT

Sequence-nonspecific staining of DNA with intercalating fluorophores is required for fluorescence-based length estimation of elongated DNA in optical mapping techniques. However, the observed length of a DNA molecule is affected by the relative concentrations of DNA and dye. In some applications, predetermination of DNA concentration may not be possible. Here we present a microfluidic approach in which individual DNA molecules are entrained by converging laminar sheath flows containing the intercalating dye PO-PRO-1. This provides uniform staining regardless of DNA concentration, and uniform elastic stretching of DNA in continuous elongational flow. On-chip intercalation provides a unique process for concentration-independent staining of long DNA fragments for the optical mapping method Genome Sequence Scanning (GSS), and normalizes intramolecular elasticity across a broad range of molecule lengths. These advances permit accurate mapping of observed molecules to sequence derived templates, thus improving detection of complex bacterial mixtures using GSS.


Subject(s)
DNA/analysis , DNA/chemistry , Microfluidic Analytical Techniques/instrumentation , Benzoxazoles/chemistry , Elasticity , Fluorescent Dyes/chemistry , Microfluidic Analytical Techniques/methods
5.
Lab Chip ; 13(2): 240-51, 2013 Jan 21.
Article in English | MEDLINE | ID: mdl-23202853

ABSTRACT

Genome Sequence Scanning (GSS) is a bacterial identification technology that detects sparse sequence-specific fluorescent tags on long DNA molecules linearized in a continuous-flow microfunnel. The efficiency and sensitivity of GSS depends on the detection throughput of well-stretched molecules. Previous studies have investigated the fundamental roles of elongational and shear flow on DNA stretching in continuous flow devices. Here, we present a novel compound funnel design that significantly improves effective molecule throughput over previously described devices. First, exploring the relationship between fluid strain rate and molecule tension allows for design of funnel geometries that accommodate high fluid velocities without compromising molecules due to overstretching under high tension. Second, a constant-strain detection channel is utilized to significantly reduce the number of molecules lost to further analysis due to shear-induced molecular tumbling and relaxation. Finally, application of the constant-strain detection channel allows for a priori prediction of spatial resolution bias due to accelerating flow. In all, the refined funnel geometries presented here yield over thirty-fold increase in effective molecule throughput due to increased fluid flow and improved retention of stretched molecules, compared to previously described devices.


Subject(s)
Bacteria/genetics , DNA, Bacterial/physiology , Genome/physiology , Microfluidic Analytical Techniques/methods , DNA Probes/metabolism , DNA, Bacterial/chemistry , Equipment Design , Escherichia coli/genetics , Microfluidic Analytical Techniques/instrumentation , Peptide Nucleic Acids/metabolism
6.
Lab Chip ; 11(5): 863-73, 2011 Mar 07.
Article in English | MEDLINE | ID: mdl-21249264

ABSTRACT

Rapid, specific, and sensitive detection of airborne bacteria, viruses, and toxins is critical for biodefense, yet the diverse nature of the threats poses a challenge for integrated surveillance, as each class of pathogens typically requires different detection strategies. Here, we present a laboratory-on-a-chip microfluidic device (LOC-DLA) that integrates two unique assays for the detection of airborne pathogens: direct linear analysis (DLA) with unsurpassed specificity for bacterial threats and Digital DNA for toxins and viruses. The LOC-DLA device also prepares samples for analysis, incorporating upstream functions for concentrating and fractionating DNA. Both DLA and Digital DNA assays are single molecule detection technologies, therefore the assay sensitivities depend on the throughput of individual molecules. The microfluidic device and its accompanying operation protocols have been heavily optimized to maximize throughput and minimize the loss of analyzable DNA. We present here the design and operation of the LOC-DLA device, demonstrate multiplex detection of rare bacterial targets in the presence of 100-fold excess complex bacterial mixture, and demonstrate detection of picogram quantities of botulinum toxoid.


Subject(s)
Biological Warfare Agents , DNA/analysis , Microfluidic Analytical Techniques/methods , Bacteria/genetics , Bacteria/isolation & purification , Bacterial Toxins/analysis , DNA/immunology , Equipment Design , Genomics , Immunoassay , Microfluidic Analytical Techniques/instrumentation , Polymers/chemistry , Systems Integration , Viruses/genetics , Viruses/isolation & purification
7.
J Biol Chem ; 282(35): 25548-59, 2007 Aug 31.
Article in English | MEDLINE | ID: mdl-17613525

ABSTRACT

Amiloride-sensitive ion channels are formed from homo- or heteromeric combinations of subunits from the epithelial Na+ channel (ENaC)/degenerin superfamily, which also includes the acid-sensitive ion channel (ASIC) family. These channel subunits share sequence homology and topology. In this study, we have demonstrated, using confocal fluorescence resonance energy transfer microscopy and co-immunoprecipitation, that ASIC and ENaC subunits are capable of forming cross-clade intermolecular interactions. We have also shown that combinations of ASIC1 with ENaC subunits exhibit novel electrophysiological characteristics compared with ASIC1 alone. The results of this study suggest that heteromeric complexes of ASIC and ENaC subunits may underlie the diversity of amiloride-sensitive cation conductances observed in a wide variety of tissues and cell types where co-expression of ASIC and ENaC subunits has been observed.


Subject(s)
Epithelial Sodium Channels/metabolism , Membrane Proteins/metabolism , Nerve Tissue Proteins/metabolism , Protein Subunits/metabolism , Sodium Channels/metabolism , Acid Sensing Ion Channels , Animals , CHO Cells , Cations/metabolism , Cricetinae , Cricetulus , Epithelial Sodium Channels/genetics , Fluorescence Resonance Energy Transfer , Gene Expression , Humans , Membrane Proteins/genetics , Microscopy, Confocal , Nerve Tissue Proteins/genetics , Organ Specificity/physiology , Protein Subunits/genetics , Sequence Homology, Amino Acid , Sodium Channels/genetics
8.
Biophys J ; 91(4): 1325-35, 2006 Aug 15.
Article in English | MEDLINE | ID: mdl-16751248

ABSTRACT

Electrostatic surface potentials in the vestibule of the nicotinic acetylcholine receptor (nAChR) were computed from structural models using the University of Houston Brownian Dynamics program to determine their effect on ion conduction and ionic selectivity. To further determine whether computed potentials accurately reflect the electrostatic environment of the channel, the potentials were used to predict the rate constants for diffusion-enhanced fluorescence energy transfer; the calculated energy transfer rates are directly comparable with those determined experimentally (see companion article by Meltzer et al. in this issue). To include any effects on the local potentials by the bound acceptor fluorophore crystal violet, its binding site was first localized within the pore by fluorescence energy transfer measurements from dansyl-C6-choline bound to the agonist sites and also by simulations of binding using Autodock. To compare the computed potentials with those determined experimentally, we used the predicted energy transfer rates from Tb3+ chelates of varying charge to calculate an expected potential using the Boltzmann relationship. This expected potential (from -20 to -40 mV) overestimates the values determined experimentally (from -10 to -25 mV) by two- to fourfold at similar conditions of ionic strength. Although the results indicate a basic discrepancy between experimental and computed surface potentials, both methods demonstrate that the vestibular potential has a relatively small effect on conduction and selectivity.


Subject(s)
Cell Membrane/chemistry , Ion Channel Gating , Membrane Potentials , Models, Chemical , Models, Molecular , Receptors, Nicotinic/chemistry , Computer Simulation , Fluorescence Resonance Energy Transfer , Porosity , Static Electricity
9.
Biophys J ; 91(4): 1315-24, 2006 Aug 15.
Article in English | MEDLINE | ID: mdl-16751249

ABSTRACT

The electrostatic potentials within the pore of the nicotinic acetylcholine receptor (nAChR) were determined using lanthanide-based diffusion-enhanced fluorescence energy transfer experiments. Freely diffusing Tb3+ -chelates of varying charge constituted a set of energy transfer donors to the acceptor, crystal violet, a noncompetitive antagonist of the nAChR. Energy transfer from a neutral Tb3+ -chelate to nAChR-bound crystal violet was reduced 95% relative to the energy transfer to free crystal violet. This result indicated that crystal violet was strongly shielded from solvent when bound to the nAChR. Comparison of energy transfer from positively and negatively charged chelates indicate negative electrostatic potentials of -25 mV in the channel, measured in low ionic strength, and -10 mV measured in physiological ionic strength. Debye-Hückel analyses of potentials determined at various ionic strengths were consistent with 1-2 negative charges within 8 A of the crystal violet binding site. To complement the energy transfer experiments, the influence of pH and ionic strength on the binding of [3H]phencyclidine were determined. The ionic strength dependence of binding affinity was consistent with -3.3 charges within 8 A of the binding site, according to Debye-Hückel analysis. The pH dependence of binding had an apparent pKa of 7.2, a value indicative of a potential near -170 mV if the titratable residues are constituted of aspartates and glutamates. It is concluded that long-range potentials are small and likely contribute little to selectivity or conductance whereas close interactions are more likely to contribute to electrostatic stabilization of ions and binding of noncompetitive antagonists within the channel.


Subject(s)
Cell Membrane/chemistry , Ion Channel Gating , Membrane Potentials , Models, Chemical , Models, Molecular , Receptors, Nicotinic/chemistry , Binding Sites , Computer Simulation , Diffusion , Fluorescence Resonance Energy Transfer/methods , Luminescent Measurements/methods , Porosity , Protein Binding , Static Electricity
10.
Biophys J ; 91(4): 1302-14, 2006 Aug 15.
Article in English | MEDLINE | ID: mdl-16751247

ABSTRACT

The electrostatic environments near the acetylcholine binding sites on the nicotinic acetylcholine receptor (nAChR) and acetylcholinesterase were measured by diffusion-enhanced fluorescence energy transfer (DEFET) to determine the influence of long-range electrostatic interactions on ligand binding kinetics and net binding energy. Changes in DEFET from variously charged Tb3+ -chelates revealed net potentials of -20 mV at the nAChR agonist sites and -14 mV at the entrance to the AChE active site, in physiological ionic strength conditions. The potential at the alphadelta-binding site of the nAChR was determined independently in the presence of d-tubocurarine to be -14 mV; the calculated potential at the alphagamma-site was approximately threefold stronger than at the alphadelta-site. By determining the local potential in increasing ionic strength, Debye-Hückel theory predicted that the potentials near the nAChR agonist binding sites are constituted by one to three charges in close proximity to the binding site. Examination of the binding kinetics of the fluorescent acetylcholine analog dansyl-C6-choline at ionic strengths from 12.5 to 400 mM revealed a twofold decrease in association rate. Debye-Hückel analysis of the kinetics revealed a similar charge distribution as seen by changes in the potentials. To determine whether the experimentally determined potentials are reflected by continuum electrostatics calculations, solutions to the nonlinear Poisson-Boltzmann equation were used to compute the potentials expected from DEFET measurements from high-resolution models of the nAChR and AChE. These calculations are in good agreement with the DEFET measurements for AChE and for the alphagamma-site of the nAChR. We conclude that long-range electrostatic interactions contribute -0.3 and -1 kcal/mol to the binding energy at the nAChR alphadelta- and alphagamma-sites due to an increase in association rates.


Subject(s)
Acetylcholine/chemistry , Acetylcholinesterase/chemistry , Cell Membrane/chemistry , Membrane Potentials , Models, Chemical , Models, Molecular , Receptors, Nicotinic/chemistry , Binding Sites , Computer Simulation , Fluorescence Resonance Energy Transfer , Protein Binding , Static Electricity
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