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1.
Nano Lett ; 24(3): 836-843, 2024 Jan 24.
Article in English | MEDLINE | ID: mdl-38193723

ABSTRACT

Tip-enhanced vibrational spectroscopy has advanced to routinely attain nanoscale spatial resolution, with tip-enhanced Raman spectroscopy even achieving atomic-scale and submolecular sensitivity. Tip-enhanced infrared spectroscopy techniques, such as nano-FTIR and AFM-IR spectroscopy, have also enabled the nanoscale chemical analysis of molecular monolayers, inorganic nanoparticles, and protein complexes. However, fundamental limits of infrared nanospectroscopy in terms of spatial resolution and sensitivity have remained elusive, calling for a quantitative understanding of the near-field interactions in infrared nanocavities. Here, we demonstrate the application of nano-FTIR spectroscopy to probe the amide-I vibration of a single protein consisting of ∼500 amino acid residues. Detection with higher tip tapping demodulation harmonics up to the seventh order leads to pronounced enhancement in the peak amplitude of the vibrational resonance, originating from sub-tip-radius geometrical effects beyond dipole approximations. This quantitative characterization of single-nanometer near-field interactions opens the path toward employing infrared vibrational spectroscopy at the subnanoscale and single-molecule levels.


Subject(s)
Radius , Vibration , Microscopy, Atomic Force , Nanotechnology/methods , Spectroscopy, Fourier Transform Infrared
2.
Article in English | MEDLINE | ID: mdl-38199247

ABSTRACT

Changes in expression levels of drug efflux pump genes, mexB and mexY, and porin gene oprD in Pseudomonas aeruginosa were investigated in this study. Fifty-five multidrug-resistant P. aeruginosa (MDRP) strains were compared with 26 drug-sensitive strains and 21 strains resistant to a single antibiotic. The effect of the efflux inhibitor Phe-Arg-ß-naphthylamide on drug susceptibility was determined, and gene expression was quantified using real-time quantitative real-time reverse transcription polymerase chain reaction. In addition, the levels of metallo-ß-lactamase (MBL) and 6'-N-aminoglycoside acetyltransferase [AAC(6')-Iae] were investigated. Efflux pump inhibitor treatment increased the sensitivity to ciprofloxacin, aztreonam, and imipenem in 71%, 73%, and 29% of MDRPs, respectively. MBL and AAC(6')-Iae were detected in 38 (69%) and 34 (62%) MDRP strains, respectively. Meanwhile, 76% of MDRP strains exhibited more than 8-fold higher mexY expression than the reference strain PAO1. Furthermore, 69% of MDRP strains expressed oprD at levels less than 0.01-fold of those in PAO1. These findings indicated that efflux pump inhibitors in combination with ciprofloxacin or aztreonam might aid in treating MDRP infections.


Subject(s)
Aztreonam , Pseudomonas aeruginosa , Pseudomonas aeruginosa/genetics , Aztreonam/pharmacology , Ciprofloxacin/pharmacology , Imipenem , Biological Transport
3.
Nat Chem ; 15(11): 1591-1598, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37414880

ABSTRACT

Allostery produces concerted functions of protein complexes by orchestrating the cooperative work between the constituent subunits. Here we describe an approach to create artificial allosteric sites in protein complexes. Certain protein complexes contain subunits with pseudo-active sites, which are believed to have lost functions during evolution. Our hypothesis is that allosteric sites in such protein complexes can be created by restoring the lost functions of pseudo-active sites. We used computational design to restore the lost ATP-binding ability of the pseudo-active site in the B subunit of a rotary molecular motor, V1-ATPase. Single-molecule experiments with X-ray crystallography analyses revealed that binding of ATP to the designed allosteric site boosts this V1's activity compared with the wild-type, and the rotation rate can be tuned by modulating ATP's binding affinity. Pseudo-active sites are widespread in nature, and our approach shows promise as a means of programming allosteric control over concerted functions of protein complexes.


Subject(s)
Vacuolar Proton-Translocating ATPases , Catalytic Domain , Allosteric Site , Models, Molecular , Vacuolar Proton-Translocating ATPases/chemistry , Adenosine Triphosphate/chemistry , Binding Sites
4.
Commun Biol ; 6(1): 755, 2023 07 28.
Article in English | MEDLINE | ID: mdl-37507515

ABSTRACT

The vacuolar-type ATPase from Enterococcus hirae (EhV-ATPase) is a thus-far unique adaptation of V-ATPases, as it performs Na+ transport and demonstrates an off-axis rotor assembly. Recent single molecule studies of the isolated V1 domain have indicated that there are subpauses within the three major states of the pseudo three-fold symmetric rotary enzyme. However, there was no structural evidence for these. Herein we activate the EhV-ATPase complex with ATP and identified multiple structures consisting of a total of six states of this complex by using cryo-electron microscopy. The orientations of the rotor complex during turnover, especially in the intermediates, are not as perfectly uniform as expected. The densities in the nucleotide binding pockets in the V1 domain indicate the different catalytic conditions for the six conformations. The off-axis rotor and its' interactions with the stator a-subunit during rotation suggests that this non-uniform rotor rotation is performed through the entire complex.


Subject(s)
Vacuolar Proton-Translocating ATPases , Vacuolar Proton-Translocating ATPases/metabolism , Enterococcus hirae/metabolism , Cryoelectron Microscopy , Rotation , Catalysis
5.
Proc Natl Acad Sci U S A ; 119(42): e2210204119, 2022 10 18.
Article in English | MEDLINE | ID: mdl-36215468

ABSTRACT

V-ATPases are rotary motor proteins that convert the chemical energy of ATP into the electrochemical potential of ions across cell membranes. V-ATPases consist of two rotary motors, Vo and V1, and Enterococcus hirae V-ATPase (EhVoV1) actively transports Na+ in Vo (EhVo) by using torque generated by ATP hydrolysis in V1 (EhV1). Here, we observed ATP-driven stepping rotation of detergent-solubilized EhVoV1 wild-type, aE634A, and BR350K mutants under various Na+ and ATP concentrations ([Na+] and [ATP], respectively) by using a 40-nm gold nanoparticle as a low-load probe. When [Na+] was low and [ATP] was high, under the condition that only Na+ binding to EhVo is rate limiting, wild-type and aE634A exhibited 10 pausing positions reflecting 10-fold symmetry of the EhVo rotor and almost no backward steps. Duration time before the forward steps was inversely proportional to [Na+], confirming that Na+ binding triggers the steps. When both [ATP] and [Na+] were low, under the condition that both Na+ and ATP bindings are rate limiting, aE634A exhibited 13 pausing positions reflecting 10- and 3-fold symmetries of EhVo and EhV1, respectively. The distribution of duration time before the forward step was fitted well by the sum of two exponential decay functions with distinct time constants. Furthermore, occasional backward steps smaller than 36° were observed. Small backward steps were also observed during three long ATP cleavage pauses of BR350K. These results indicate that EhVo and EhV1 do not share pausing positions, Na+ and ATP bindings occur at different angles, and the coupling between EhVo and EhV1 has a rigid component.


Subject(s)
Metal Nanoparticles , Vacuolar Proton-Translocating ATPases , Adenosine Triphosphate/metabolism , Detergents , Gold/metabolism , Models, Molecular , Proton-Translocating ATPases/metabolism , Rotation , Vacuolar Proton-Translocating ATPases/metabolism
6.
Methods Mol Biol ; 2430: 121-131, 2022.
Article in English | MEDLINE | ID: mdl-35476329

ABSTRACT

Single-molecule fluorescence microscopy is a key tool to investigate the chemo-mechanical coupling of microtubule-associated motor proteins, such as kinesin. However, a major limitation of the implementation of single-molecule observation is the concentration of fluorescently labeled molecules. For example, in total internal reflection fluorescence microscopy, the available concentration is of the order of 10 nM. This concentration is much lower than the concentration of adenosine triphosphate (ATP) in vivo, hindering the single-molecule observation of fluorescently labeled ATP hydrolyzed by motor proteins under the physiologically relevant conditions. Here, we provide a method for the use of single-molecule fluorescence microscopy in the presence of ~500 nM of fluorescently labeled ATP. To achieve this, a device equipped with nano-slits is used to confine excitation light into its slits as an expansion of zero-mode waveguides (ZMWs). Conventional ZMWs equip apertures with a diameter smaller than the wavelength of light to suppress background noise from the labeled molecules diffusing outside of the apertures. While they are not compatible with filamentous objects, our linear-ZMWs enable the usage of filamentous objects, such as microtubules. An experiment using linear-ZMWs demonstrated the successful exploration of the interaction between kinesin and ATP using single-molecule fluorescence microscopy.


Subject(s)
Kinesins , Nucleotides , Adenosine Triphosphate/metabolism , Microtubules/metabolism , Nanotechnology , Nucleotides/metabolism
7.
Analyst ; 146(12): 4087-4094, 2021 Jun 14.
Article in English | MEDLINE | ID: mdl-34060547

ABSTRACT

We demonstrate a method for label-free monitoring of hydrolytic activity of crystalline-chitin-degrading enzyme, chitinase, by means of Raman spectroscopy. We found that crystalline chitin exhibited a characteristic Raman peak at 2995 cm-1, which did not appear in the reaction product, N,N'-diacetylchitobiose. We used this Raman peak as a marker of crystalline chitin degradation to monitor the hydrolytic activity of chitinase. When the crystalline chitin suspension and chitinase were mixed together, the peak intensity of crystalline chitin at 2995 cm-1 was linearly decreased depending on incubation time. The decrease in peak intensity was inversely correlated with the increase in the amount of released N,N'-diacetylchitobiose, which was measured by conventional colorimetric assay with alkaline ferricyanide. Our result, presented here, provides a new method for simple, in situ, and label-free monitoring of enzymatic activity of chitinase.


Subject(s)
Chitinases , Chitin , Hydrolysis , Spectrum Analysis, Raman , Suspensions
8.
Biophys Physicobiol ; 17: 51-58, 2020.
Article in English | MEDLINE | ID: mdl-33173714

ABSTRACT

Motor proteins are essential units of life and are well-designed nanomachines working under thermal fluctuations. These proteins control moving direction by consuming chemical energy or by dissipating electrochemical potentials. Chitinase A from bacterium Serratia marcescens (SmChiA) processively moves along crystalline chitin by hydrolysis of a single polymer chain to soluble chitobiose. Recently, we directly observed the stepping motions of SmChiA labeled with a gold nanoparticle by dark-field scattering imaging to investigate the moving mechanism. Time constants analysis revealed that SmChiA moves back and forth along the chain freely, because forward and backward states have a similar free energy level. The similar probabilities of forward-step events (83.5%=69.3%+14.2%) from distributions of step sizes and chain-hydrolysis (86.3%=(1/2.9)/(1/2.9+1/18.3)×100) calculated from the ratios of time constants of hydrolysis and the backward step indicated that SmChiA moves forward as a result of shortening of the chain by a chitobiose unit, which stabilizes the backward state. Furthermore, X-ray crystal structures of sliding intermediate and molecular dynamics simulations showed that SmChiA slides forward and backward under thermal fluctuation without large conformational changes of the protein. Our results demonstrate that SmChiA is a burnt-bridge Brownian ratchet motor.

9.
ACS Omega ; 5(41): 26807-26816, 2020 Oct 20.
Article in English | MEDLINE | ID: mdl-33111007

ABSTRACT

Serratia marcescens chitinase A (SmChiA) processively hydrolyzes recalcitrant biomass crystalline chitin under mild conditions. Here, we combined multiple sequence alignment, site-saturation mutagenesis, and automated protein purification and activity measurement with liquid-handling robot to reduce the number of mutation trials and shorten the screening time for hydrolytic activity improvement of SmChiA. The amino acid residues, which are not conserved in the alignment and are close to the aromatic residues along the substrate-binding sites in the crystal structure, were selected for site-saturation mutagenesis. Using the previously identified highly active F232W/F396W mutant as a template, we identified the F232W/F396W/S538V mutant, which shows further improved hydrolytic activity just by trying eight different sites. Importantly, valine was not found in the multiple sequence alignment at Ser538 site of SmChiA. Our combined approach allows engineering of highly active enzyme mutants, which cannot be identified only by the introduction of predominant amino acid residues in the multiple sequence alignment.

10.
J Biol Chem ; 295(43): 14606-14617, 2020 10 23.
Article in English | MEDLINE | ID: mdl-32816991

ABSTRACT

Cellobiohydrolases directly convert crystalline cellulose into cellobiose and are of biotechnological interest to achieve efficient biomass utilization. As a result, much research in the field has focused on identifying cellobiohydrolases that are very fast. Cellobiohydrolase A from the bacterium Cellulomonas fimi (CfCel6B) and cellobiohydrolase II from the fungus Trichoderma reesei (TrCel6A) have similar catalytic domains (CDs) and show similar hydrolytic activity. However, TrCel6A and CfCel6B have different cellulose-binding domains (CBDs) and linkers: TrCel6A has a glycosylated peptide linker, whereas CfCel6B's linker consists of three fibronectin type 3 domains. We previously found that TrCel6A's linker plays an important role in increasing the binding rate constant to crystalline cellulose. However, it was not clear whether CfCel6B's linker has similar function. Here we analyze kinetic parameters of CfCel6B using single-molecule fluorescence imaging to compare CfCel6B and TrCel6A. We find that CBD is important for initial binding of CfCel6B, but the contribution of the linker to the binding rate constant or to the dissociation rate constant is minor. The crystal structure of the CfCel6B CD showed longer loops at the entrance and exit of the substrate-binding tunnel compared with TrCel6A CD, which results in higher processivity. Furthermore, CfCel6B CD showed not only fast surface diffusion but also slow processive movement, which is not observed in TrCel6A CD. Combined with the results of a phylogenetic tree analysis, we propose that bacterial cellobiohydrolases are designed to degrade crystalline cellulose using high-affinity CBD and high-processivity CD.


Subject(s)
Bacterial Proteins/chemistry , Cellulomonas/enzymology , Cellulose 1,4-beta-Cellobiosidase/chemistry , Fungal Proteins/chemistry , Hypocreales/enzymology , Bacterial Proteins/metabolism , Binding Sites , Catalytic Domain , Cellulomonas/chemistry , Cellulomonas/metabolism , Cellulose/metabolism , Cellulose 1,4-beta-Cellobiosidase/metabolism , Crystallography, X-Ray , Fungal Proteins/metabolism , Hypocreales/chemistry , Hypocreales/metabolism , Models, Molecular , Protein Binding , Protein Conformation , Protein Domains , Substrate Specificity
11.
J Phys Chem B ; 124(30): 6475-6487, 2020 07 30.
Article in English | MEDLINE | ID: mdl-32628485

ABSTRACT

The mechanism of biomolecular motors has been elucidated using single-molecule experiments for visualizing motor motion. However, it remains elusive that how changes in the chemical state during the catalytic cycle of motors lead to unidirectional motions. In this study, we use single-molecule trajectories to estimate an underlying diffusion model with chemical-state-dependent free energy profile. To consider nonequilibrium trajectories driven by the chemical energy consumed by biomolecular motors, we develop a novel framework based on a hidden Markov model, wherein switching among multiple energy profiles occurs reflecting the chemical state changes in motors. The method is tested using simulation trajectories and applied to single-molecule trajectories of processive chitinase, a linear motor that is driven by the hydrolysis energy of a single chitin chain. The chemical-state-dependent free energy profile underlying the burnt-bridge Brownian ratchet mechanism of processive chitinase is determined. The novel framework allows us to connect the chemical state changes to the unidirectional motion of biomolecular motors.


Subject(s)
Chitinases , Molecular Motor Proteins , Diffusion , Kinetics , Molecular Motor Proteins/metabolism , Motion
12.
Sci Rep ; 10(1): 1080, 2020 01 23.
Article in English | MEDLINE | ID: mdl-31974448

ABSTRACT

Cytoplasmic dynein is a dimeric motor protein which processively moves along microtubule. Its motor domain (head) hydrolyzes ATP and induces conformational changes of linker, stalk, and microtubule binding domain (MTBD) to trigger stepping motion. Here we applied scattering imaging of gold nanoparticle (AuNP) to visualize load-free stepping motion of processive dynein. We observed artificially-dimerized chimeric dynein, which has the head, linker, and stalk from Dictyostelium discoideum cytoplasmic dynein and the MTBD from human axonemal dynein, whose structure has been well-studied by cryo-electron microscopy. One head of a dimer was labeled with 30 nm AuNP, and stepping motions were observed with 100 µs time resolution and sub-nanometer localization precision at physiologically-relevant 1 mM ATP. We found 8 nm forward and backward steps and 5 nm side steps, consistent with on- and off-axes pitches of binding cleft between αß-tubulin dimers on the microtubule. Probability of the forward step was 1.8 times higher than that of the backward step, and similar to those of the side steps. One-head bound states were not clearly observed, and the steps were limited by a single rate constant. Our results indicate dynein mainly moves with biased small stepping motion in which only backward steps are slightly suppressed.


Subject(s)
Axonemal Dyneins/chemistry , Cytoplasmic Dyneins/chemistry , Dictyostelium/chemistry , Protozoan Proteins/chemistry , Axonemal Dyneins/metabolism , Biochemical Phenomena , Cryoelectron Microscopy , Dictyostelium/metabolism , Gold/chemistry , Humans , Metal Nanoparticles/chemistry , Microtubules/chemistry , Microtubules/metabolism , Protein Binding , Protozoan Proteins/metabolism , Tubulin/chemistry , Tubulin/metabolism
14.
J Biol Chem ; 295(7): 1915-1925, 2020 02 14.
Article in English | MEDLINE | ID: mdl-31924658

ABSTRACT

Chitin degradation is important for biomass conversion and has potential applications for agriculture, biotechnology, and the pharmaceutical industry. Chitinase A from the Gram-negative bacterium Serratia marcescens (SmChiA) is a processive enzyme that hydrolyzes crystalline chitin as it moves linearly along the substrate surface. In a previous study, the catalytic activity of SmChiA against crystalline chitin was found to increase after the tryptophan substitution of two phenylalanine residues (F232W and F396W), located at the entrance and exit of the substrate binding cleft of the catalytic domain, respectively. However, the mechanism underlying this high catalytic activity remains elusive. In this study, single-molecule fluorescence imaging and high-speed atomic force microscopy were applied to understand the mechanism of this high-catalytic-activity mutant. A reaction scheme including processive catalysis was used to reproduce the properties of SmChiA WT and F232W/F396W, in which all of the kinetic parameters were experimentally determined. High activity of F232W/F396W mutant was caused by a high processivity and a low dissociation rate constant after productive binding. The turnover numbers for both WT and F232W/F396W, determined by the biochemical analysis, were well-replicated using the kinetic parameters obtained from single-molecule imaging analysis, indicating the validity of the reaction scheme. Furthermore, alignment of amino acid sequences of 258 SmChiA-like proteins revealed that tryptophan, not phenylalanine, is the predominant amino acid at the corresponding positions (Phe-232 and Phe-396 for SmChiA). Our study will be helpful for understanding the kinetic mechanisms and further improvement of crystalline chitin hydrolytic activity of SmChiA mutants.


Subject(s)
Bacterial Proteins/ultrastructure , Chitinases/ultrastructure , Molecular Imaging , Mutant Proteins/ultrastructure , Bacterial Proteins/chemistry , Bacterial Proteins/genetics , Catalysis , Catalytic Domain/genetics , Chitin/chemistry , Chitin/metabolism , Chitinases/chemistry , Chitinases/genetics , Hydrolysis , Kinetics , Mutant Proteins/chemistry , Mutant Proteins/genetics , Phenylalanine/metabolism , Single Molecule Imaging , Substrate Specificity , Surface Properties , Tryptophan/metabolism
15.
ACS Appl Bio Mater ; 3(9): 5887-5895, 2020 Sep 21.
Article in English | MEDLINE | ID: mdl-35021817

ABSTRACT

Single cell arrays provide an accurate classification of analyte cells through an image-based analysis of cellular phenotypes. Light-guided cell retrieval from a single cell array is a promising approach for the rapid and simple sorting of difficult to distinguish cells. In this study, we developed a single cell array enclosed with a photodegradable hydrogel in microwells to enable both comprehensive image-based single cell analysis and light-guided cell retrieval. In this system, individual cells became trapped in the microwells together with the photodegradable hydrogel at a high cell density on a chip regardless of cell type, adhesiveness, and motility. Fluorescence-stained model cells and vaccinated dendritic cells were identified by microscopic imaging and then selectively released through the light-induced degradation of the cell-embedding hydrogels. The target cells were selectively retrieved with a purity of >95% from the cell mixture through rapid photorelease, and the retrieved cells were confirmed to grow normally. Our results provide proof-of-principle that the photoresponsive microwell array serves as a versatile tool for image-based cell sorting in cellular researches and the manufacturing processes of high-performance cells.

16.
Biochim Biophys Acta Gen Subj ; 1864(2): 129325, 2020 02.
Article in English | MEDLINE | ID: mdl-30890438

ABSTRACT

BACKGROUND: High-speed atomic force microscopy (HS-AFM) has successfully visualized a variety of protein molecules during their functional activity. However, it cannot visualize small molecules interacting with proteins and even protein molecules when they are encapsulated. Thus, it has been desired to achieve techniques enabling simultaneous optical/AFM imaging at high spatiotemporal resolution with high correlation accuracy. METHODS: Scanning near-field optical microscopy (SNOM) is a candidate for the combination with HS-AFM. However, the imaging rate of SNOM has been far below that of HS-AFM. We here developed HS-SNOM and metal tip-enhanced total internal reflection fluorescence microscopy (TIRFM) by exploiting tip-scan HS-AFM and exploring methods to fabricate a metallic tip on a tiny HS-AFM cantilever. RESULTS: In tip-enhanced TIRFM/HS-AFM, simultaneous video recording of the two modalities of images was demonstrated in the presence of fluorescent molecules in the bulk solution at relatively high concentration. By using fabricated metal-tip cantilevers together with our tip-scan HS-AFM setup equipped with SNOM optics, we could perform simultaneous HS-SNOM/HS-AFM imaging, with correlation analysis between the two overlaid images being facilitated. CONCLUSIONS: This study materialized simultaneous tip-enhanced TIRFM/HS-AFM and HS-SNOM/HS-AFM imaging at high spatiotemporal resolution. Although some issues remain to be solved in the future, these correlative microscopy methods have a potential to increase the versatility of HS-AFM in biological research. GENERAL SIGNIFICANCE: We achieved an imaging rate of ~3 s/frame for SNOM imaging, more than 100-times higher than the typical SNOM imaging rate. We also demonstrated ~39 nm resolution in HS-SNOM imaging of fluorescently labeled DNA in solution.


Subject(s)
DNA/chemistry , Microscopy, Atomic Force/methods , Microscopy, Fluorescence/methods , Proteins/chemistry , Chaperonin 10/chemistry , Chaperonin 60/chemistry , Fluorescent Dyes , Metal Nanoparticles/chemistry , Microscopy
17.
J Biol Chem ; 294(45): 17017-17030, 2019 11 08.
Article in English | MEDLINE | ID: mdl-31519751

ABSTRACT

V1-ATPase (V1), the catalytic domain of an ion-pumping V-ATPase, is a molecular motor that converts ATP hydrolysis-derived chemical energy into rotation. Here, using a gold nanoparticle probe, we directly observed rotation of V1 from the pathogen Enterococcus hirae (EhV1). We found that 120° steps in each ATP hydrolysis event are divided into 40 and 80° substeps. In the main pause before the 40° substep and at low ATP concentration ([ATP]), the time constant was inversely proportional to [ATP], indicating that ATP binds during the main pause with a rate constant of 1.0 × 107 m-1 s-1 At high [ATP], we observed two [ATP]-independent time constants (0.5 and 0.7 ms). One of two time constants was prolonged (144 ms) in a rotation driven by slowly hydrolyzable ATPγS, indicating that ATP is cleaved during the main pause. In another subpause before the 80° substep, we noted an [ATP]-independent time constant (2.5 ms). Furthermore, in an ATP-driven rotation of an arginine-finger mutant in the presence of ADP, -80 and -40° backward steps were observed. The time constants of the pauses before -80° backward and +40° recovery steps were inversely proportional to [ADP] and [ATP], respectively, indicating that ADP- and ATP-binding events trigger these steps. Assuming that backward steps are reverse reactions, we conclude that 40 and 80° substeps are triggered by ATP binding and ADP release, respectively, and that the remaining time constant in the main pause represents phosphate release. We propose a chemo-mechanical coupling scheme of EhV1, including substeps largely different from those of F1-ATPases.


Subject(s)
Enterococcus hirae/enzymology , Mechanical Phenomena , Rotation , Single Molecule Imaging , Vacuolar Proton-Translocating ATPases/chemistry , Vacuolar Proton-Translocating ATPases/metabolism , Adenosine Diphosphate/metabolism , Adenosine Triphosphate/metabolism , Biomechanical Phenomena , Models, Molecular , Protein Conformation
18.
Sci Adv ; 5(8): eaav8185, 2019 08.
Article in English | MEDLINE | ID: mdl-31457078

ABSTRACT

We report a general strategy based on digital counting principle that enables an efficient acquisition of enzyme mutants with desired activities from just a few clones within a day. We prepared a high-density femtoliter droplet array, consisting of 1 million uniform droplets per 1 cm2 to carry out high-throughput protein synthesis and screening. Single DNA molecules were randomly distributed into each droplet following a Poisson process to initiate the protein synthesis with coupled cell-free transcription and translation reactions and then recovered by a microcapillary. The protein yield in each droplet was proportional to the number of DNA molecules, meaning that droplets with apparent intensities higher than the Poisson distribution-predicted maximum can be readily identified as the exact hits exhibiting the desired increased activity. We improved the activity of an alkaline phosphatase up to near 20-fold by using less than 10 nl of reagents.


Subject(s)
Biosensing Techniques , High-Throughput Screening Assays , Microfluidic Analytical Techniques , Algorithms , DNA, Single-Stranded/analysis , Models, Theoretical , Proteins/analysis , Reproducibility of Results
19.
Nat Commun ; 10(1): 3079, 2019 Jul 12.
Article in English | MEDLINE | ID: mdl-31300654

ABSTRACT

An amendment to this paper has been published and can be accessed via a link at the top of the paper.

20.
Biophys J ; 115(12): 2413-2427, 2018 12 18.
Article in English | MEDLINE | ID: mdl-30527446

ABSTRACT

Gold nanoparticles (AuNPs) have been used as a contrast agent for optical imaging of various single biomolecules. Because AuNPs have high scattering efficiency without photobleaching, biomolecular dynamics have been observed with nanometer localization precision and sub-millisecond time resolution. To understand the working principle of biomolecular motors in greater detail, further improvement of the localization precision and time resolution is necessary. Here, we investigated the lower limit of localization precision achievable with AuNPs and the fundamental law, which determines the localization precision. We first used objective-lens-type total internal reflection dark-field microscopy to obtain a scattering signal from an isolated AuNP. The localization precision was inversely proportional to the square root of the photon number, which is consistent with theoretical estimation. The lower limit of precision for a 40 nm AuNP was ∼0.3 nm with 1 ms time resolution and was restricted by detector saturation. To achieve higher localization precision, we designed and constructed an annular illumination total internal reflection dark-field microscopy system with an axicon lens, which can illuminate the AuNPs at high laser intensity without damaging the objective lens. In addition, we used high image magnification to avoid detector saturation. Consequently, we achieved 1.3 Å localization precision for 40 nm AuNPs and 1.9 Å localization precision for 30 nm AuNPs at 1 ms time resolution. Furthermore, even at 33 µs time resolution, localization precisions at 5.4 Å for 40 nm AuNPs and at 1.7 nm for 30 nm AuNPs were achieved. We then observed motion of head of kinesin-1 labeled with AuNP at microsecond time resolution. Transition cycles of bound/unbound states and tethered diffusion of unbound head during stepping motion on microtubule were clearly captured with higher time resolution or smaller AuNP than those used in previous studies, indicating applicability to single-molecule imaging of biomolecular motors.


Subject(s)
Gold/chemistry , Metal Nanoparticles , Microscopy , Kinesins/chemistry , Kinesins/metabolism , Movement , Time Factors
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