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1.
Nat Biotechnol ; 38(5): 586-599, 2020 05.
Article in English | MEDLINE | ID: mdl-32393914

ABSTRACT

Digital Spatial Profiling (DSP) is a method for highly multiplex spatial profiling of proteins or RNAs suitable for use on formalin-fixed, paraffin-embedded (FFPE) samples. The approach relies on (1) multiplexed readout of proteins or RNAs using oligonucleotide tags; (2) oligonucleotide tags attached to affinity reagents (antibodies or RNA probes) through a photocleavable (PC) linker; and (3) photocleaving light projected onto the tissue sample to release PC oligonucleotides in any spatial pattern across a region of interest (ROI) covering 1 to ~5,000 cells. DSP is capable of single-cell sensitivity within an ROI using the antibody readout, with RNA detection feasible down to ~600 individual mRNA transcripts. We show spatial profiling of up to 44 proteins and 96 genes (928 RNA probes) in lymphoid, colorectal tumor and autoimmune tissues by using the nCounter system and 1,412 genes (4,998 RNA probes) by using next-generation sequencing (NGS). DSP may be used to profile not only proteins and RNAs in biobanked samples but also immune markers in patient samples, with potential prognostic and predictive potential for clinical decision-making.


Subject(s)
Computational Biology/methods , Gene Expression Profiling/methods , Proteomics/methods , High-Throughput Nucleotide Sequencing , Humans , Sequence Analysis, RNA , Software , Spatial Analysis , Tissue Fixation
2.
J Biol Chem ; 288(33): 24164-72, 2013 Aug 16.
Article in English | MEDLINE | ID: mdl-23818525

ABSTRACT

The efficient catalytic conversion of biomass to bioenergy would meet a large portion of energy requirements in the near future. A crucial step in this process is the enzyme-catalyzed hydrolysis of cellulose to glucose that is then converted into fuel such as ethanol by fermentation. Here we use single-molecule fluorescence imaging to directly monitor the movement of individual Cel7A cellobiohydrolases from Trichoderma reesei (TrCel7A) on the surface of insoluble cellulose fibrils to elucidate molecular level details of cellulase activity. The motion of multiple, individual TrCel7A cellobiohydrolases was simultaneously recorded with ∼15-nm spatial resolution. Time-resolved localization microscopy provides insights on the activity of TrCel7A on cellulose and informs on nonproductive binding and diffusion. We measured single-molecule residency time distributions of TrCel7A bound to cellulose both in the presence of and absence of cellobiose the major product and a potent inhibitor of Cel7A activity. Combining these results with a kinetic model of TrCel7A binding provides microscopic insight into interactions between TrCel7A and the cellulose substrate.


Subject(s)
Cellulose 1,4-beta-Cellobiosidase/metabolism , Cellulose/metabolism , Optical Imaging/methods , Trichoderma/enzymology , Adsorption/drug effects , Cellulose 1,4-beta-Cellobiosidase/antagonists & inhibitors , Electrophoresis, Polyacrylamide Gel , Enzyme Inhibitors/pharmacology , Fluorescence , Hydrogen-Ion Concentration/drug effects , Microscopy, Atomic Force , Models, Biological , Protein Binding/drug effects , Protein Transport/drug effects , Solubility , Substrate Specificity/drug effects , Surface Properties , Time Factors
3.
J Biol Chem ; 288(32): 23436-45, 2013 Aug 09.
Article in English | MEDLINE | ID: mdl-23775070

ABSTRACT

SNARE proteins promote membrane fusion by forming a four-stranded parallel helical bundle that brings the membranes into close proximity. Post-fusion, the complex is disassembled by an AAA+ ATPase called N-ethylmaleimide-sensitive factor (NSF). We present evidence that NSF uses a processive unwinding mechanism to disassemble SNARE proteins. Using a real-time disassembly assay based on fluorescence dequenching, we correlate NSF-driven disassembly rates with the SNARE-activated ATPase activity of NSF. Neuronal SNAREs activate the ATPase rate of NSF by ∼26-fold. One SNARE complex takes an average of ∼5 s to disassemble in a process that consumes ∼50 ATP. Investigations of substrate requirements show that NSF is capable of disassembling a truncated SNARE substrate consisting of only the core SNARE domain, but not an unrelated four-stranded coiled-coil. NSF can also disassemble an engineered double-length SNARE complex, suggesting a processive unwinding mechanism. We further investigated processivity using single-turnover experiments, which show that SNAREs can be unwound in a single encounter with NSF. We propose a processive helicase-like mechanism for NSF in which ∼1 residue is unwound for every hydrolyzed ATP molecule.


Subject(s)
Adenosine Triphosphate/chemistry , N-Ethylmaleimide-Sensitive Proteins/chemistry , SNARE Proteins/chemistry , Adenosine Triphosphate/genetics , Adenosine Triphosphate/metabolism , Humans , N-Ethylmaleimide-Sensitive Proteins/genetics , N-Ethylmaleimide-Sensitive Proteins/metabolism , Protein Structure, Tertiary , SNARE Proteins/genetics , SNARE Proteins/metabolism
4.
Vector Borne Zoonotic Dis ; 10(9): 927-30, 2010 Nov.
Article in English | MEDLINE | ID: mdl-20420532

ABSTRACT

This study evaluated profiles of immunoglobulin (Ig; IgA, IgG, IgG1, and IgG2a) response in experimental brucellosis induced with Brucella canis in BALB/c mice during an 8-week infection period. Six- to 8-week-old BALB/c mice (n = 36) were experimentally infected with 1 × 10(9) CFU of B. canis via the intraperitoneal route. Serial serum samples were collected from the mice at 0, 3, 7, 14, 21, 28, 35, 42, 49, and 56 days after inoculation. The sera were tested by the rapid slide agglutination test (RSAT) and 2-mercaptoethanol-RSAT and indirect enzyme-linked immunosorbent assay. Sera tested positive for B. canis by the RSAT and 2-mercaptoethanol-RSAT beginning from 7 days after inoculation until the end of the experiment. The IgA response was detected at 14 days after infection and reached peak levels at 21 days after infection. The IgG antibody responses were detected at 7 days after infection and reached the peak value at 35 days after infection. Data of our study demonstrated IgG2a-dominant responses over IgG1 during the course of infection (p > 0.05).


Subject(s)
Brucellosis/blood , Immunoglobulins/blood , Animals , Antibodies, Bacterial/blood , Brucella canis/immunology , Immunoglobulin A/blood , Immunoglobulin G/blood , Mice , Mice, Inbred BALB C , Time Factors
5.
J Phys Chem B ; 112(1): 127-33, 2008 Jan 10.
Article in English | MEDLINE | ID: mdl-18076153

ABSTRACT

The conformational fluctuations of dye-quencher labeled DNA hairpin molecules in aqueous solution were investigated using dual probe beam fluorescence fluctuation spectroscopy. The measurements revealed the flow and diffusion times of the DNA molecules through two spatially offset optical probe regions, the absolute and relative concentrations of each conformational substate of the DNA, and the kinetics of the DNA hairpin folding and unfolding reactions in the 1 micros to 10 ms time range. A DNA hairpin containing a 21-nucleotide polythymine loop and a 4-base pair stem exhibited double exponential relaxation kinetics, with time constants of 84 and 393 micros. This confirms that folding and melting of the DNA hairpin structure is not a two state process but proceeds by way of metastable intermediate states. The fast time constant corresponds to formation and unfolding of an intermediate, and the slow time constant is due to formation and disruption of the fully base-paired stem. This is consistent with a previous study of a similar DNA hairpin with a 5-base pair stem, in which the fast reaction was attributed to the fluctuations of an intermediate DNA conformation [J. Am. Chem. Soc. 2006, 128, 1240-1249]. In that case, reactions involving the native conformation could not be observed directly due to the limited observation time range of the fluorescence correlation spectroscopy experiment. The intermediate states of the DNA hairpins are suggested to be due to a collapsed ensemble of folded hairpins containing various partially folded or misfolded conformations.


Subject(s)
DNA/chemistry , Nucleic Acid Conformation , DNA/metabolism , Kinetics , Spectrometry, Fluorescence , Transition Temperature
6.
Biopolymers ; 89(1): 1-16, 2008 Jan.
Article in English | MEDLINE | ID: mdl-17696144

ABSTRACT

This article reviews the application of fluorescence correlation spectroscopy (FCS) and related techniques to the study of nucleic acid hairpin conformational fluctuations in free aqueous solutions. Complimentary results obtained using laser-induced temperature jump spectroscopy, single-molecule fluorescence spectroscopy, optical trapping, and biophysical theory are also discussed. The studies cited reveal that DNA and RNA hairpin folding occurs by way of a complicated reaction mechanism involving long- and short-lived reaction intermediates. Reactions occurring on the subnanoseconds to seconds time scale have been observed, pointing out the need for experimental techniques capable of probing a broad range of reaction times in the study of such complex, multistate reactions.


Subject(s)
DNA/chemistry , Spectrometry, Fluorescence/methods , Kinetics , Nucleic Acid Conformation , RNA/chemistry , Time Factors
7.
J Am Chem Soc ; 128(4): 1240-9, 2006 Feb 01.
Article in English | MEDLINE | ID: mdl-16433541

ABSTRACT

The folding of a dye-quencher labeled DNA hairpin molecule was investigated using fluorescence autocorrelation and cross-correlation spectroscopy (FCS) and photon counting histogram analysis (PCH). The autocorrelation and cross-correlation measurements revealed the flow and diffusion times of the DNA molecules through two spatially offset detection volumes, the relaxation time of the folding reaction, and the total concentration of DNA molecules participating in the reaction. The PCH measurements revealed the equilibrium distribution of DNA molecules in folded and unfolded conformations and the specific brightnesses of the fluorophore in each conformational state. These measurements were carried out over a range of NaCl concentrations, from those that favored the open form of the DNA hairpin to those that favored the closed form. DNA melting curves obtained from each sample were also analyzed for comparison. It was found that the reactant concentrations were depleted as the reaction progressed and that the equilibrium distributions measured by FCS and PCH deviated from those obtained from the melting curve analyses. These observations suggest a three-state mechanism for the DNA hairpin folding reaction that involves a stable intermediate form of the DNA hairpin. The reaction being probed by FCS and PCH is suggested to be a rapid equilibrium between open and intermediate conformations. Formation of the fully closed DNA hairpin is suggested to occur on a much longer time scale than the FCS and PCH measurement time. The closed form of the hairpin thus serves as a sink into which the reactants are depleted as the reaction progresses.


Subject(s)
DNA/chemistry , Nucleic Acid Conformation , Kinetics , Models, Chemical , Spectrometry, Fluorescence/methods
8.
Anal Bioanal Chem ; 384(3): 564-71, 2006 Feb.
Article in English | MEDLINE | ID: mdl-16440194

ABSTRACT

Nanoscale sensors can be created when an expected energetic pathway is created and then that pathway is either initiated or disrupted by a specific binding event. Constructing the sensor on the nanoscale could lead to greater sensitivity and lower limits of detection. To this end, quantum dots (QDs) can be considered prime candidates for the active components. Relative to organic chromophores, QDs have tunable spectral properties, show less susceptibility to photobleaching, have similar brightness, and have been shown to display electro-optical properties. In this review, we discuss recent articles that incorporate QDs into directed energy flow systems, some with the goal of building new and more powerful sensors and others that could lead to more powerful sensors.

9.
J Phys Chem B ; 109(8): 3648-57, 2005 Mar 03.
Article in English | MEDLINE | ID: mdl-16851403

ABSTRACT

Dynamic equilibrium between the folded and unfolded conformations of single stranded DNA hairpin molecules containing polythymine hairpin loops was investigated using simultaneous two-beam fluorescence cross-correlation spectroscopy and single beam autocorrelation spectroscopy. The hairpins were end-labeled with a fluorescent dye and a quencher, such that folding and unfolding of the DNA hairpin primary structure caused the dye fluorescence to fluctuate on the same characteristic time scale as the folding and unfolding reaction. These fluctuations were observed as the molecules flowed sequentially between two spatially offset, microscopic detection volumes. Cross-correlation analysis of fluorescence from the two detection volumes revealed the translational diffusion and flow properties of the hairpins, as well as the average molecular occupancy of the two volumes. Autocorrelation analysis of the fluorescence from the individual detection volumes revealed the kinetics of hairpin folding and unfolding, with the parameters relating to diffusion, flow, and molecular occupancy constrained to the values determined from the cross-correlation analysis. This allowed unambiguous characterization of the folding and unfolding kinetics, without the need to determine the hydrodynamic properties by analyzing a separate control sample. The analysis revealed nonexponential relaxation kinetics and DNA size-dependent folding times characteristic of dynamic heterogeneity in the DNA hairpin-forming mechanism.


Subject(s)
Chemistry, Physical/methods , DNA/chemistry , Spectrometry, Fluorescence/methods , DNA, Single-Stranded/chemistry , Fluorescent Dyes/pharmacology , Kinetics , Models, Statistical , Molecular Conformation , Normal Distribution , Nucleic Acid Conformation , Temperature , Time Factors
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