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1.
J Sep Sci ; 44(4): 895-902, 2021 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-34321981

RESUMO

The calcium signaling protein calmodulin regulates numerous intracellular processes. We introduce a sensitive microchip assay to separate and detect calmodulin binding proteins. The assay utilizes an optimized microchip electrophoresis protein separation platform with laser-induced fluorescence detection. Fluorescence-labeled calmodulin modified with a photoreactive diazirine crosslinker allowed selective detection of calmodulin binding proteins. We demonstrate successful in-vitro crosslinking of calmodulin with two calmodulin binding proteins, calcineurin and nitric oxide synthase. We compare the efficacy of commonly applied electrophoretic separation modes: microchip capillary zone electrophoresis, microchip micellar electrokinetic chromatography/gel electrophoresis, and nanoparticle colloidal arrays. Out of the methods tested, polydymethylsiloxane/glass chips with microchip zone electrophoresis gave the poorest separation, whereas sieving methods in which electro-osmotic flow was suppressed gave the best separation of photoproducts of calmodulin conjugated with calmodulin binding proteins.


Assuntos
Proteínas de Ligação a Calmodulina/análise , Eletroforese em Microchip
2.
J Sep Sci ; 44(3): 744-751, 2021 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-33226183

RESUMO

Separation of a set of model proteins was tested on a microchip electrophoresis analytical platform capable of sample injection by two different electrokinetic mechanisms. A range of separation modes-microchip capillary zone electrophoresis, microchip micellar electrokinetic chromatography, and nanoparticle-based sieving-was tested on glass and polydimethylsiloxane/glass microchips and with silica-nanoparticle colloidal arrays. The model proteins calmodulin (18 kiloDalton), bovine serum albumin (66 kDa), and concanavalin (106 kDa) were labeled with Alexa Fluor 647 for laser-induced fluorescence detection. The best separation and resolution were obtained in a silica-nanoparticle colloidal array chip.


Assuntos
Calmodulina/isolamento & purificação , Cromatografia Capilar Eletrocinética Micelar , Concanavalina A/isolamento & purificação , Análise Serial de Proteínas , Soroalbumina Bovina/isolamento & purificação , Animais , Calmodulina/química , Bovinos , Concanavalina A/química , Soroalbumina Bovina/química
3.
J Chem Phys ; 151(22): 225102, 2019 Dec 14.
Artigo em Inglês | MEDLINE | ID: mdl-31837693

RESUMO

Small peptides in solution adopt a specific morphology as they function. It is of fundamental interest to examine the structural properties of these small biomolecules in solution and observe how they transition from one conformation to another and form functional structures. In this study, we have examined the structural properties of a simple dipeptide and a five-residue peptide with the application of far-UV circular dichroism (CD) spectroscopy as a function of temperature, fluorescence anisotropy, and all-atom molecular dynamics simulation. Analysis of the temperature dependent CD spectra shows that the simplest dipeptide N-acetyl-tryptophan-amide (NATA) adopts helical, beta sheet, and random coil conformations. At room temperature, NATA is found to have 5% alpha-helical, 37% beta sheet, and 58% random coil conformations. To our knowledge, this type of structural content in a simplest dipeptide has not been observed earlier. The pentapeptide (WK5) is found to have four major secondary structural elements with 8% 310 helix, 14% poly-L-proline II, 8% beta sheet, and 14% turns. A 56% unordered structural population is also present for WK5. The presence of a significant population of 310 helix in a simple pentapeptide is rarely observed. Fluorescence anisotropy decay (FAD) measurements yielded reorientation times of 45 ps for NATA and 120 ps for WK5. The fluorescence anisotropy decay measurements reveal the size differences between the two peptides, NATA and WK5, with possible contributions from differences in shape, interactions with the environment, and conformational dynamics. All-atom molecular dynamics simulations were used to model the structures and motions of these two systems in solution. The predicted structures sampled by both peptides qualitatively agree with the experimental findings. Kinetic modeling with optimal dimensionality reduction suggests that the slowest dynamic processes in the dipeptide involve sidechain transitions occurring on a 1 ns timescale. The kinetics in the pentapeptide monitors the formation of a distorted helical structure from an extended conformation on a timescale of 10 ns. Modeling of the fluorescence anisotropy decay is found to be in good agreement with the measured data and correlates with the main contributions of the measured reorientation times to individual conformers, which we define as dynamic elements. In NATA, the FAD can be well represented as a sum of contributions from representative conformers. This is not the case in WK5, where our analysis suggests the existence of coupling between conformational dynamics and global tumbling. The current study involving detailed experimental measurements and atomically detailed modeling reveals the existence of specific secondary structural elements and novel dynamical features even in the simplest peptide systems.

4.
Front Biosci (Landmark Ed) ; 23(11): 2133-2145, 2018 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-29772550

RESUMO

Multi-domain oxidoreductases are a family of enzymes that catalyze oxidation-reduction reactions through a series of electron transfers. Efficient electron transfer requires a sequence of protein conformations that position electron donor and acceptor domains in close proximity to each other so that electron transfer can occur efficiently. An example is mammalian nitric oxide synthase (NOS), which consists of an N-terminal oxygenase domain containing heme and a C-terminal reductase domain containing NADPH/FAD and FMN subdomains. We describe the use of time-resolved and single-molecule fluorescence to detect and characterize the conformations and conformational dynamics of the neuronal and endothelial isoforms of NOS. Fluorescence signals are provided by a fluorescent dye attached to the Ca2+-signaling protein calmodulin (CaM), which regulates NOS activity. Time-resolved fluorescence decays reveal the presence of at least four underlying conformational states that are differentiated by the extent of fluorescence quenching. Single-molecule fluorescence displays transitions between conformational states on the time scales of milliseconds to seconds. This review describes the type of information available by analysis of time-resolved and single-molecule fluorescence experiments.


Assuntos
Calmodulina/química , Corantes Fluorescentes/química , Óxido Nítrico Sintase/química , Conformação Proteica , Animais , Cálcio/metabolismo , Calmodulina/metabolismo , Corantes Fluorescentes/metabolismo , Humanos , Isoenzimas/química , Isoenzimas/metabolismo , Óxido Nítrico/metabolismo , Óxido Nítrico Sintase/metabolismo , Ligação Proteica
5.
Microsc Res Tech ; 81(4): 413-418, 2018 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-29322588

RESUMO

To fully exploit the power of coherent Raman imaging, techniques are needed to image more than one vibrational frequency simultaneously. We describe a method for switching between two vibrational frequencies based on a single fiber-laser source. Stokes pulses were generated by soliton self-frequency shifting in a photonic crystal fiber. Pump and Stokes pulses were stretched to enhance vibrational resolution by spectral focusing. Stokes pulses were switched between two wavelengths on the millisecond time scale by a liquid-crystal retarder. Proof-of-principle is demonstrated by coherent anti-Stokes Raman imaging of polystyrene beads embedded in a poly(methyl methacrylate) (PMMA) matrix. The Stokes shift was switched between 3,050 cm-1 , where polystyrene has a Raman transition, and 2,950 cm-1 , where both polystyrene and PMMA have Raman resonances. The method can be extended to multiple vibrational modes.

6.
Biochim Biophys Acta ; 1863(8): 2017-26, 2016 08.
Artigo em Inglês | MEDLINE | ID: mdl-27113857

RESUMO

The calcium signaling protein calmodulin (CaM) interacts with many target proteins inside the cell to regulate a wide range of biological signals. CaM's availability to propagate signals depends on its mobility, which may be regulated by interactions with multiple target proteins. We detected single molecules of CaM labeled with a fluorescent dye and injected into living HEK 293 cells, and we used high-speed, wide-field, single-molecule imaging to track single CaM molecules. Single-molecule trajectories were analyzed to characterize the motions of individual CaM molecules. Single-molecule localization resolved CaM positions with a position accuracy of <100nm, permitting sub-diffraction imaging of features with localized CaM that form in response to increased free Ca(2+). Single-molecule tracking demonstrated the presence of a wide range of mobilities of individual calmodulin molecules in a cell, with diffusion coefficients ranging from <0.01µm(2)s(-1) to ~5µm(2) s(-1), whereas analysis by spatio-temporal image correlation spectroscopy revealed faster-moving components with diffusion coefficients of >10µm(2)s(-1). For molecules confined to small regions of the cell, super-resolved images of presumed signaling complexes were recovered. Individual trajectories were classified as normal diffusion, confined diffusion, or directed motion, and could suggest how the individual CaM molecules were bound in the cell. The results show that interactions of CaM with target proteins result in decreased translational mobilities of a significant fraction of CaM molecules inside cells. The work presented here illustrates methods that can characterize location, mobilities, and the availability of signaling molecules in live cells.


Assuntos
Calmodulina/análise , Imagem Individual de Molécula , Transporte Biológico , Sinalização do Cálcio , Carbocianinas , Difusão , Ácido Egtázico/análogos & derivados , Recuperação de Fluorescência Após Fotodegradação , Corantes Fluorescentes , Células HEK293 , Humanos , Microinjeções , Ligação Proteica , Frações Subcelulares/química
7.
J Phys Chem B ; 120(19): 4357-64, 2016 05 19.
Artigo em Inglês | MEDLINE | ID: mdl-27111039

RESUMO

We investigate the roles of measurement time scale and the nature of the fluorophores in the FRET states measured for calmodulin, a calcium signaling protein known to undergo pronounced conformational changes. The measured FRET distributions depend markedly on the measurement time scale (nanosecond or microsecond). Comparison of FRET distributions measured by donor fluorescence decay with FRET distributions recovered from single-molecule burst measurements binned over time scales of 90 µs to 1 ms reveals conformational averaging over the intervening time regimes. We find further that, particularly in the presence of saturating Ca(2+), the nature of the measured single-molecule FRET distribution depends markedly on the identity of the FRET pair. The results suggest interchange between conformational states on time scales of hundreds of microseconds or less. Interaction with a fluorophore such as the dye Texas Red alters both the nature of the measured FRET distributions and the dynamics of conformational interchange. The results further suggest that the fluorophore may not be merely a benign reporter of protein conformations in FRET studies, but may in fact alter the conformational landscape.


Assuntos
Calmodulina/química , Transferência Ressonante de Energia de Fluorescência , Corantes Fluorescentes/química , Cálcio/química , Cálcio/metabolismo , Calmodulina/metabolismo , Dicroísmo Circular , Conformação Proteica , Xantenos/química
8.
J Phys Chem B ; 120(12): 3089-99, 2016 Mar 31.
Artigo em Inglês | MEDLINE | ID: mdl-26967551

RESUMO

Fluorescence anisotropy decay measurements and all atom molecular dynamics simulations are used to characterize the orientational motion and preferential interaction of a peptide, N-acetyl-tryptophan-amide (NATA) containing two peptide bonds, in aqueous, urea, guanidinium chloride (GdmCl), and proline solution. Anisotropy decay measurements as a function of temperature and concentration showed moderate slowing of reorientations in urea and GdmCl and very strong slowing in proline solution, relative to water. These effects deviate significantly from simple proportionality of peptide tumbling time to solvent viscosity, leading to the investigation of microscopic preferential interaction behavior through molecular dynamics simulations. Examination of the interactions of denaturants and osmolyte with the peptide backbone uncovers the presence of strongest interaction with urea, intermediate with proline, and weakest with GdmCl. In contrast, the strongest preferential solvation of the peptide side chain is by the nonpolar part of the proline zwitterion, followed by urea, and GdmCl. Interestingly, the local density of urea around the side chain is higher, but the GdmCl distribution is more organized. Thus, the computed preferential solvation of the side chain by the denaturants and osmolyte can account for the trend in reorientation rates. Analysis of water structure and its dynamics uncovered underlying differences between urea, GdmCl, and proline. Urea exerted the smallest perturbation of water behavior. GdmCl had a larger effect on water, slowing kinetics and stabilizing interactions. Proline had the largest overall interactions, exhibiting a strong stabilizing effect on both water-water and water-peptide hydrogen bonds. The results for this elementary peptide system demonstrate significant differences in microscopic behavior of the examined solvent environments. For the commonly used denaturants, urea tends to form disorganized local aggregates around the peptide groups and has little influence on water, while GdmCl only forms specific interactions with the side chain and tends to destabilize water structure. The protective osmolyte proline has the strongest and most specific interactions with the tryptophan side chain, and also stabilizes both water-water and water-peptide hydrogen bonds. Our results strongly suggest protein or peptide denaturation triggered by urea occurs by direct interaction, whereas GdmCl interacts favorably with side chains and destabilizes peptide-water hydrogen bonds. The stabilization of biopolymers by an osmolyte such as proline is governed by favorable preferential interaction with the side chains and stabilization of water.


Assuntos
Movimento (Física) , Peptídeos/química , Desnaturação Proteica , Polarização de Fluorescência , Guanidina/química , Simulação de Dinâmica Molecular , Concentração Osmolar , Prolina/química , Ureia/química , Água/química
9.
FEBS Lett ; 589(11): 1173-8, 2015 May 08.
Artigo em Inglês | MEDLINE | ID: mdl-25871521

RESUMO

Activation of endothelial nitric oxide synthase (eNOS) by calmodulin (CaM) facilitates formation of a sequence of conformational states that is not well understood. Fluorescence decays of fluorescently labeled CaM bound to eNOS reveal four distinct conformational states and single-molecule fluorescence trajectories show multiple fluorescence states with transitions between states occurring on time scales of milliseconds to seconds. A model is proposed relating fluorescence quenching states to enzyme conformations. Specifically, we propose that the most highly quenched state corresponds to CaM docked to an oxygenase domain of the enzyme. In single-molecule trajectories, this state occurs with time lags consistent with the oxygenase activity of the enzyme.


Assuntos
Calmodulina/química , Modelos Moleculares , Complexos Multiproteicos/química , Óxido Nítrico Sintase Tipo III/química , Animais , Bovinos , Recuperação de Fluorescência Após Fotodegradação , Fluorometria , Ligação Proteica , Estrutura Quaternária de Proteína , Estrutura Terciária de Proteína
10.
Biomed Opt Express ; 5(7): 2390-6, 2014 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-25071972

RESUMO

We demonstrate multi-mode microscopy based on a single femtosecond fiber laser. Coherent anti-Stokes Raman scattering (CARS), stimulated Raman scattering (SRS) and photothermal images can be obtained simultaneously with this simplified setup. Distributions of lipid and hemoglobin in sliced mouse brain samples and blood cells are imaged. The dependency of signal amplitude on the pump power and pump modulation frequency is characterized, which allows to isolate the impact from different contributions.

11.
J Phys Chem B ; 118(26): 7233-46, 2014 Jul 03.
Artigo em Inglês | MEDLINE | ID: mdl-24897620

RESUMO

We present a combined experimental and computational study of unfolding pathways of a model 21-residue α-helical heteropeptide (W1H5-21) and a 16-residue ß-hairpin (GB41-56). Experimentally, we measured fluorescence energy transfer efficiency as a function of temperature, employing natural tryptophans as donors and dansylated lysines as acceptors. Secondary structural analysis was performed with circular dichroism and Fourier transform infrared spectroscopy. Our studies present markedly different unfolding pathways of the two elementary secondary structural elements. During thermal denaturation, the helical peptide exhibits an initial decrease in length, followed by an increase, while the hairpin undergoes a systematic increase in length. In the complementary computational part of the project, we performed microsecond length replica-exchange molecular dynamics simulations of the peptides in explicit solvent, yielding a detailed microscopic picture of the unfolding processes. For the α-helical peptide, we found a large heterogeneous population of intermediates that are primarily frayed single helices or helix-turn-helix motifs. Unfolding starts at the termini and proceeds through a stable helical region in the interior of the peptide but shifted off-center toward the C-terminus. The simulations explain the experimentally observed non-monotonic variation of helix length with temperature as due primarily to the presence of frayed-end single-helix intermediate structures. For the ß-hairpin peptide, our simulations indicate that folding is initiated at the turn, followed by formation of the hairpin in zipper-like fashion, with Cα···Cα contacts propagating from the turn to termini and hairpin hydrogen bonds forming in parallel with these contacts. In the early stages of hairpin formation, the hydrophobic side-chain contacts are only partly populated. Intermediate structures with low numbers of ß-hairpin hydrogen bonds have very low populations. This is in accord with the "broken zipper" model of Scheraga. The monotonic increase in length with temperature may be explained by the zipper-like breaking of the hairpin hydrogen bonds and backbone contacts.


Assuntos
Simulação de Dinâmica Molecular , Peptídeos/química , Sequência de Aminoácidos , Dicroísmo Circular , Análise por Conglomerados , Ligação de Hidrogênio , Dados de Sequência Molecular , Peptídeos/metabolismo , Desnaturação Proteica , Estrutura Secundária de Proteína , Espectroscopia de Infravermelho com Transformada de Fourier , Temperatura , Termodinâmica
12.
Chem Phys ; 4222013 Aug 30.
Artigo em Inglês | MEDLINE | ID: mdl-24223465

RESUMO

We analyze single molecule FRET burst measurements using Bayesian nested sampling. The MultiNest algorithm produces accurate FRET efficiency distributions from single-molecule data. FRET efficiency distributions recovered by MultiNest and classic maximum entropy are compared for simulated data and for calmodulin labeled at residues 44 and 117. MultiNest compares favorably with maximum entropy analysis for simulated data, judged by the Bayesian evidence. FRET efficiency distributions recovered for calmodulin labeled with two different FRET dye pairs depended on the dye pair and changed upon Ca2+ binding. We also looked at the FRET efficiency distributions of calmodulin bound to the calcium/calmodulin dependent protein kinase II (CaMKII) binding domain. For both dye pairs, the FRET efficiency distribution collapsed to a single peak in the case of calmodulin bound to the CaMKII peptide. These measurements strongly suggest that consideration of dye-protein interactions is crucial in forming an accurate picture of protein conformations from FRET data.

13.
J Opt Soc Am B ; 30(6): 1671-1682, 2013 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-23950620

RESUMO

We demonstrate coherent Raman spectroscopy (CRS) using a tunable excitation source based on a single femtosecond fiber laser. The frequency difference between the pump and the Stokes pulses was generated by soliton self-frequency shifting (SSFS) in a nonlinear optical fiber. Spectra of C-H stretches of cyclohexane were measured simultaneously by stimulated Raman gain (SRG) and coherent anti-Stokes Raman scattering (CARS) and compared. We demonstrate the use of spectral focusing through pulse chirping to improve CRS spectral resolution. We analyze the impact of pulse stretching on the reduction of power efficiency for CARS and SRG. Due to chromatic dispersion in the fiber-optic system, the differential pulse delay is a function of Stokes wavelength. This differential delay has to be accounted for when performing spectroscopy in which the Stokes wavelength needs to be scanned. CARS and SRG signals were collected and displayed in two dimensions as a function of both the time delay between chirped pulses and the Stokes wavelength, and we demonstrate how to find the stimulated Raman spectrum from the two-dimensional plots. Strategies of system optimization consideration are discussed in terms of practical applications.

14.
J Biomol Struct Dyn ; 29(6): 671-90, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-22545998

RESUMO

We present a study of structural analysis and reorientational dynamics of Angiotensin I (AngI) and Angiotensin II (AngII) in aqueous solution. AngI is a decapeptide that acts as a precursor to the octapeptide AngII in the Renin-Angiotensin-Aldosterone system for blood pressure regulation. Experimental structural characterization of these peptides, carried out with circular dichroism and infrared spectroscopy, showed that the angiotensins are mostly disordered but exhibit a measurable population of ordered structures at room temperature. Interestingly, these change from the unordered polyproline-like conformation for AngI to a more compact and ordered conformation for AngII as the length of the peptide is decreased. Anisotropy decay measurements with picosecond time resolution indicate slower overall tumbling and a greater amplitude of internal motion in AngI compared to AngII, consistent with more compact and less flexible structure of the active form of the peptide. To model the microscopic behavior of the peptides, 2-µs molecular dynamics simulation trajectories were generated for AngI and AngII, at 300 K using the OPLS-AA potential and SPC water. The structures sampled in the simulations mostly agree with the experimental results, showing the prevalence of disordered structures, turns, and polyproline helices. Additionally, the computational results predict fewer sampled conformations, tighter side-chain packing and marked increase of Phe8 solvent accessibility upon AngI truncation to AngII. Our combined approach of experiment and extensive computer simulation thus yields new information on the conformational dynamics of the angiotensins, helping provide insight into the structural basis for the potency of AngI relative to AngII.


Assuntos
Angiotensina II/química , Angiotensina I/química , Simulação de Dinâmica Molecular , Angiotensina I/metabolismo , Angiotensina II/metabolismo , Dicroísmo Circular , Polarização de Fluorescência , Peptídeos/química , Peptídeos/metabolismo , Conformação Proteica , Espectroscopia de Infravermelho com Transformada de Fourier , Relação Estrutura-Atividade , Água/química
15.
J Phys Chem B ; 116(13): 4006-15, 2012 Apr 05.
Artigo em Inglês | MEDLINE | ID: mdl-22338694

RESUMO

We describe a method for analysis of single-molecule Förster resonance energy transfer (FRET) burst measurements using classic maximum entropy. Classic maximum entropy determines the Bayesian inference for the joint probability describing the total fluorescence photons and the apparent FRET efficiency. The method was tested with simulated data and then with DNA labeled with fluorescent dyes. The most probable joint distribution can be marginalized to obtain both the overall distribution of fluorescence photons and the apparent FRET efficiency distribution. This method proves to be ideal for determining the distance distribution of FRET-labeled biomolecules, and it successfully predicts the shape of the recovered distributions.


Assuntos
DNA/química , Entropia , Transferência Ressonante de Energia de Fluorescência , Fluorescência , Fótons
16.
Microsc Res Tech ; 75(6): 837-43, 2012 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-22213386

RESUMO

The speed and accuracy of Förster resonance energy transfer (FRET) measurements can be improved by rapidly alternating excitation wavelengths between the donor and acceptor fluorophore. We demonstrate FRET efficiency measurements based on a fiber laser and photonic crystal fiber as the source for two-photon excitation (TPE). This system offers the potential for rapid wavelength switching with the benefits of axial optical sectioning and improved penetration depth provided by TPE. Correction of FRET signals for cross excitation and cross emission was achieved by switching the excitation wavelength with an electrically controlled modulator. Measurement speed was primarily limited by integration times required to measure fluorescence. Using this system, we measured the FRET efficiency of calmodulin labeled with Alexa Fluor 488 and Texas Red dyes. In addition, we measured two-photon induced FRET in an E(0)GFP-mCherry protein construct. Results from one-photon and two-photon excitation are compared to validate the rapid wavelength switched two-photon measurements.


Assuntos
Transferência Ressonante de Energia de Fluorescência/métodos , Microscopia de Fluorescência/métodos , Calmodulina/análise , Genes Reporter , Proteínas de Fluorescência Verde/análise , Proteínas de Fluorescência Verde/genética , Proteínas Luminescentes/análise , Proteínas Luminescentes/genética , Proteínas Recombinantes de Fusão/análise , Proteínas Recombinantes de Fusão/genética , Proteína Vermelha Fluorescente
17.
Appl Phys Lett ; 99(18): 181112-1811123, 2011 Oct 31.
Artigo em Inglês | MEDLINE | ID: mdl-22121254

RESUMO

We demonstrate a wavelength tunable optical excitation source for coherent Raman scattering (CRS) spectroscopy based on a single femtosecond fiber laser. Electrically controlled wavelength tuning of Stokes optical pulses was achieved with soliton self frequency shift in an optical fiber, and linear frequency chirping was applied to both the pump and the Stokes waves to significantly improve the spectral resolution. The coherent anti-Stokes Raman scattering (CARS) spectrum of cyclohexane was measured and vibrational resonant Raman peaks separated by 70 cm(-1) were clearly resolved. Single laser-based tunable excitation may greatly simplify CRS measurements and extend the practicality of CRS microscopy.

18.
J Phys Chem B ; 115(29): 9320-6, 2011 Jul 28.
Artigo em Inglês | MEDLINE | ID: mdl-21688835

RESUMO

Fluorescence correlation spectroscopy (FCS) can be coupled with Förster resonance energy transfer (FRET) to detect intramolecular dynamics of proteins on the microsecond time scale. Here we describe application of FRET-FCS to detect fluctuations within the N-terminal and C-terminal domains of the Ca(2+)-signaling protein calmodulin. Intramolecular fluctuations were resolved by global fitting of the two fluorescence autocorrelation functions (green-green and red-red) together with the two cross-correlation functions (green-red and red-green). To match the Förster radius for FRET to the dimensions of the N-terminal and C-terminal domains, a near-infrared acceptor fluorophore (Atto 740) was coupled with a green-emitting donor (Alexa Fluor 488). Fluctuations were detected in both domains on the time scale of 30 to 40 µs. In the N-terminal domain, the amplitude of the fluctuations was dependent on occupancy of Ca(2+) binding sites. A high amplitude of dynamics in apo-calmodulin (in the absence of Ca(2+)) was nearly abolished at a high Ca(2+) concentration. For the C-terminal domain, the dynamic amplitude changed little with Ca(2+) concentration. The Ca(2+) dependence of dynamics for the N-terminal domain suggests that the fluctuations detected by FCS in the N-terminal domain are coupled to the opening and closing of the EF-hand Ca(2+)-binding loops.


Assuntos
Calmodulina/química , Transferência Ressonante de Energia de Fluorescência , Modelos Moleculares , Peptídeos/química , Conformação Proteica , Fatores de Tempo
19.
J Chem Phys ; 134(14): 145101, 2011 Apr 14.
Artigo em Inglês | MEDLINE | ID: mdl-21495770

RESUMO

We introduce a new approach to analyze single-molecule Förster resonance energy transfer (FRET) data. The method recognizes that FRET efficiencies assumed by traditional ensemble methods are unobservable for single molecules. We propose instead a method to predict distributions of FRET parameters obtained directly from the data. Distributions of FRET rates, given the data, are precisely defined using Bayesian methods and increase the information derived from the data. Benchmark comparisons find that the response time of the new method outperforms traditional methods of averaging. Our approach makes no assumption about the number or distribution of underlying FRET states. The new method also yields information about joint parameter distributions going beyond the standard framework of FRET analysis. For example, the running distribution of FRET means contains more information than any conceivable single measure of FRET efficiency. The method is tested against simulated data and then applied to a pilot-study sample of calmodulin molecules immobilized in lipid vesicles, revealing evidence for multiple dynamical states.


Assuntos
Algoritmos , Teorema de Bayes , Calmodulina/química , Transferência Ressonante de Energia de Fluorescência/métodos , Simulação por Computador , Lipossomos/química , Modelos Teóricos
20.
J Phys Chem B ; 114(17): 5895-902, 2010 May 06.
Artigo em Inglês | MEDLINE | ID: mdl-20392129

RESUMO

Fluorescence correlation spectroscopy (FCS) is a robust method for the detection of intramolecular dynamics in proteins but is also susceptible to interference from other dynamic processes such as triplet kinetics and photobleaching. We describe an approach for the detection of intramolecular dynamics in proteins labeled with a FRET dye pair based on global fitting to the two autocorrelation functions (green-green and red-red) and the two cross-correlation functions (green-red and red-green). We applied the method to detect intramolecular dynamics in the Ca(2+) signaling protein calmodulin. Dynamics were detected on the 100 mus time scale in Ca(2+)-activated calmodulin, whereas in apocalmodulin dynamics were not detected on this time scale. Control measurements on a polyproline FRET construct (Gly-Pro(15)-Cys) demonstrate the reliability of the method for isolating intramolecular dynamics from other dynamic processes on the microsecond time scale and confirm the absence of intramolecular dynamics of polyproline. We further show the sensitivity of the initial amplitudes of the FCS auto- and cross-correlation functions to the presence of multiple FRET states, static or dynamic. The FCS measurements also show that the diffusion of Ca(2+)-calmodulin is slower than that of apocalmodulin, indicating either a larger average hydrodynamic radius or shape effects resulting in a slower translational diffusion.


Assuntos
Calmodulina/química , Transferência Ressonante de Energia de Fluorescência , Espectrometria de Fluorescência , Cálcio/química , Difusão , Peptídeos/química
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