1
|
Sleigh JN, Mattedi F, Richter S, Annuario E, Ng K, Steinmark IE, Ivanova I, Darabán IL, Joshi PP, Rhymes ER, Awale S, Yahioglu G, Mitchell JC, Suhling K, Schiavo G, Vagnoni A. Age-specific and compartment-dependent changes in mitochondrial homeostasis and cytoplasmic viscosity in mouse peripheral neurons. Aging Cell 2024; 23:e14250. [PMID: 38881280 PMCID: PMC11464114 DOI: 10.1111/acel.14250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 04/26/2024] [Accepted: 05/20/2024] [Indexed: 06/18/2024] Open
Abstract
Mitochondria are dynamic bioenergetic hubs that become compromised with age. In neurons, declining mitochondrial axonal transport has been associated with reduced cellular health. However, it is still unclear to what extent the decline of mitochondrial transport and function observed during ageing are coupled, and if somal and axonal mitochondria display compartment-specific features that make them more susceptible to the ageing process. It is also not known whether the biophysical state of the cytoplasm, thought to affect many cellular functions, changes with age to impact mitochondrial trafficking and homeostasis. Focusing on the mouse peripheral nervous system, we show that age-dependent decline in mitochondrial trafficking is accompanied by reduction of mitochondrial membrane potential and intramitochondrial viscosity, but not calcium buffering, in both somal and axonal mitochondria. Intriguingly, we observe a specific increase in cytoplasmic viscosity in the neuronal cell body, where mitochondria are most polarised, which correlates with decreased cytoplasmic diffusiveness. Increasing cytoplasmic crowding in the somatic compartment of DRG neurons grown in microfluidic chambers reduces mitochondrial axonal trafficking, suggesting a mechanistic link between the regulation of cytoplasmic viscosity and mitochondrial dynamics. Our work provides a reference for studying the relationship between neuronal mitochondrial homeostasis and the viscoelasticity of the cytoplasm in a compartment-dependent manner during ageing.
Collapse
Affiliation(s)
- James N. Sleigh
- Department of Neuromuscular Diseases and UCL Queen Square Motor Neuron Disease CentreUCL Queen Square Institute of Neurology, University College LondonLondonUK
- UK Dementia Research Institute, University College LondonLondonUK
| | - Francesca Mattedi
- Department of Basic and Clinical NeurosciencesMaurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College LondonLondonUK
- Present address:
Department of Neuromuscular DiseasesUCL Queen Square Institute of Neurology, University College LondonLondonUK
| | - Sandy Richter
- Department of Basic and Clinical NeurosciencesMaurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College LondonLondonUK
- Present address:
Department of Biomedical SciencesUniversity of PadovaPadovaItaly
| | - Emily Annuario
- Department of Basic and Clinical NeurosciencesMaurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College LondonLondonUK
| | - Kristal Ng
- Department of Basic and Clinical NeurosciencesMaurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College LondonLondonUK
| | | | | | - István L. Darabán
- Department of Basic and Clinical NeurosciencesMaurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College LondonLondonUK
| | - Parth P. Joshi
- Department of Basic and Clinical NeurosciencesMaurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College LondonLondonUK
- Present address:
Sunderland Medical School, University of SunderlandSunderlandUK
| | - Elena R. Rhymes
- Department of Neuromuscular Diseases and UCL Queen Square Motor Neuron Disease CentreUCL Queen Square Institute of Neurology, University College LondonLondonUK
- UK Dementia Research Institute, University College LondonLondonUK
| | - Shirwa Awale
- Department of PhysicsKing's College LondonLondonUK
| | - Gokhan Yahioglu
- Antikor Biopharma Ltd, Stevenage Bioscience CatalystStevenageUK
| | - Jacqueline C. Mitchell
- Department of Basic and Clinical NeurosciencesMaurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College LondonLondonUK
| | | | - Giampietro Schiavo
- Department of Neuromuscular Diseases and UCL Queen Square Motor Neuron Disease CentreUCL Queen Square Institute of Neurology, University College LondonLondonUK
- UK Dementia Research Institute, University College LondonLondonUK
| | - Alessio Vagnoni
- Department of Basic and Clinical NeurosciencesMaurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College LondonLondonUK
- MIA‐PortugalMultidisciplinary Institute of Ageing, University of CoimbraCoimbraPortugal
| |
Collapse
|
2
|
Foreman K, Tran-Ba KH. Single-Particle Tracking in Poly(Ethylene Glycol) Diacrylate: Probe Size Effect on the Diffusion Behaviors of Nanoparticles in Unentangled Polymer Solutions. J Phys Chem B 2023; 127:7091-7102. [PMID: 37527454 DOI: 10.1021/acs.jpcb.3c03499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/03/2023]
Abstract
A thorough understanding of the relevant factors governing the transport of nanoparticles in poly(ethylene glycol) diacrylate (PEGDA) is crucial for many applications utilizing this polymer. Here, single-particle tracking (SPT) was used to systematically investigate the role of the probe size (3-200 nm) on the diffusion behaviors of individual fluorescent nanoparticles in semidilute and unentangled PEGDA solutions. The quantitative assessment of the SPT data via the recorded single-particle trajectories and diffusion coefficients (D) not only showed that the observed probe dynamics in PEGDA were temporally and spatially heterogeneous, but more importantly that the measured D were observed to be significantly reduced (vs in solvent) and strongly size-dependent. We explained these results based on a modified multiscale model for particle diffusion, built upon well-established hydrodynamics and obstruction theories. We furthermore showed that the presence of steric interactions and probe confinement effects in highly crowded, unentangled PEGDA microstructures can lead to deviations in the single-particle displacements from the expected Gaussian behavior, as revealed by the van Hove displacement distributions and the associated non-Gaussian parameters. This study has demonstrated the power of SPT methods in offering an advanced characterization of the transport characteristics in complex polymer structures, overcoming challenges posed by traditional characterization techniques.
Collapse
Affiliation(s)
- Kathryn Foreman
- Department of Chemistry, Towson University, Towson, Maryland 21252, United States
| | - Khanh-Hoa Tran-Ba
- Department of Chemistry, Towson University, Towson, Maryland 21252, United States
| |
Collapse
|
3
|
Rahmaninejad H, Pace T, Chun BJ, Kekenes-Huskey PM. Crowding within synaptic junctions influences the degradation of nucleotides by CD39 and CD73 ectonucleotidases. Biophys J 2022; 121:309-318. [PMID: 34922916 PMCID: PMC8790186 DOI: 10.1016/j.bpj.2021.12.013] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Revised: 11/01/2021] [Accepted: 12/07/2021] [Indexed: 01/21/2023] Open
Abstract
Synapsed cells can communicate using exocytosed nucleotides like adenosine triphosphate (ATP). Ectonucleotidases localized to synaptic junctions degrade nucleotides into metabolites like adenosine monophosphate (AMP) or adenosine. Oftentimes nucleotide degradation occurs in a sequential manner, of which ATP degradation by CD39 and CD73 is a representative example. Here, CD39 first converts ATP and adenosine diphosphate (ADP) into AMP, after which AMP is dephosphorylated into adenosine by CD73. Hence, the concerted activity of CD39 and CD73 can help shape cellular responses to extracellular ATP. In a previous study, we demonstrated that coupled CD39 and CD73 activity within synapse-like junctions is strongly controlled by the enzymes' co-localization, their surface charge densities, and the electrostatic potential of the surrounding cell membranes. In this study, we demonstrate that crowders within synaptic junctions, which can include globular proteins like cytokines and membrane-bound proteins, impact coupled CD39 and CD73 ectonucleotidase activity and, in turn, the availability of intrasynapse ATP. Specifically, we developed a spatially explicit, reaction-diffusion model for the coupled conversion of ATP → AMP and AMP → adenosine in a model synaptic junction with crowders that is solved via the finite element method. Our modeling results suggest that the association rate for ATP to CD39 is strongly influenced by the density of intrasynaptic protein crowders, as increasing crowder density generally suppressed ATP association kinetics. Much of this suppression can be rationalized based on a loss of configurational entropy. The surface charges of crowders can further influence the association rate, with the surprising result that favorable crowder-nucleotide electrostatic interactions can yield CD39 association rates that are faster than crowder-free configurations. However, attractive crowder-nucleotide interactions decrease the rate and efficiency of adenosine production, which in turn increases the availability of ATP and AMP within the synapse relative to crowder-free configurations. These findings highlight how CD39 and CD73 ectonucleotidase activity, electrostatics, and crowding within synapses influence the availability of nucleotides for intercellular communication.
Collapse
Affiliation(s)
- Hadi Rahmaninejad
- Department of Physics, Virginia Tech, Blacksburg,Corresponding author
| | - Tom Pace
- Department of Cell & Molecular Physiology, Loyola University Chicago, Chicago,Corresponding author
| | - Byeong Jae Chun
- Department of Cell & Molecular Physiology, Loyola University Chicago, Chicago
| | | |
Collapse
|
4
|
Molecular diffusion in ternary poly(vinyl alcohol) solutions. Front Chem Sci Eng 2021. [DOI: 10.1007/s11705-021-2121-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
AbstractThe diffusion kinetics of a molecular probe—rhodamine B—in ternary aqueous solutions containing poly(vinyl alcohol), glycerol, and surfactants was investigated using fluorescence correlation spectroscopy and dynamic light scattering. We show that the diffusion characteristics of rhodamine B in such complex systems is determined by a synergistic effect of molecular crowding and intermolecular interactions between chemical species. The presence of glycerol has no noticeable impact on rhodamine B diffusion at low concentration, but significantly slows down the diffusion of rhodamine B above 3.9% (w/v) due to a dominating steric inhibition effect. Furthermore, introducing surfactants (cationic/nonionic/anionic) to the system results in a decreased diffusion coefficient of the molecular probe. In solutions containing nonionic surfactant, this can be explained by an increased crowding effect. For ternary poly(vinyl alcohol) solutions containing cationic or anionic surfactant, surfactant—polymer and surfactant—rhodamine B interactions alongside the crowding effect of the molecules slow down the overall diffusivity of rhodamine B. The results advance our insight of molecular migration in a broad range of industrial complex formulations that incorporate multiple compounds, and highlight the importance of selecting the appropriate additives and surfactants in formulated products.
Collapse
|
5
|
Stealey ST, Gaharwar AK, Pozzi N, Zustiak SP. Development of Nanosilicate-Hydrogel Composites for Sustained Delivery of Charged Biopharmaceutics. ACS APPLIED MATERIALS & INTERFACES 2021; 13:27880-27894. [PMID: 34106676 PMCID: PMC8483607 DOI: 10.1021/acsami.1c05576] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Nanocomposite hydrogels containing two-dimensional nanosilicates (NS) have emerged as a new technology for the prolonged delivery of biopharmaceuticals. However, little is known about the physical-chemical properties governing the interaction between NS and proteins and the release profiles of NS-protein complexes in comparison to traditional poly(ethylene glycol) (PEG) hydrogel technologies. To fill this gap in knowledge, we fabricated a nanocomposite hydrogel composed of PEG and laponite and identified simple but effective experimental conditions to obtain sustained protein release, up to 23 times slower as compared to traditional PEG hydrogels, as determined by bulk release experiments and fluorescence correlation spectroscopy. Slowed protein release was attributed to the formation of NS-protein complexes, as NS-protein complex size was inversely correlated with protein diffusivity and release rates. While protein electrostatics, protein concentration, and incubation time were important variables to control protein-NS complex formation, we found that one of the most significant and less appreciated variable to obtain a sustained release of bioactive proteins was the buffer chosen for preparing the initial suspension of NS particles. The buffer was found to control the size of nanoparticles, the absorption potential, morphology, and stiffness of hydrogels. From these studies, we conclude that the PEG-laponite composite fabricated is a promising new platform for sustained delivery of positively charged protein therapeutics.
Collapse
Affiliation(s)
- Samuel T Stealey
- Biomedical Engineering Program, School of Engineering, Saint Louis University, Saint Louis, Missouri 63103, United States
| | - Akhilesh K Gaharwar
- Biomedical Engineering, Dwight Look College of Engineering, Texas A&M University, College Station, Texas 77843, United States
| | - Nicola Pozzi
- Department of Biochemistry and Molecular Biology, Saint Louis University School of Medicine, Saint Louis, Missouri 63103, United States
| | - Silviya Petrova Zustiak
- Biomedical Engineering Program, School of Engineering, Saint Louis University, Saint Louis, Missouri 63103, United States
| |
Collapse
|
6
|
Abstract
Fluorescence in situ hybridization (FISH) is a molecular biology technique that enables the localization, quantification, and identification of microorganisms in a sample. This technique has found applications in several areas, most notably the environmental, for quantification and diversity assessment of microorganisms and, the clinical, for the rapid diagnostics of infectious agents. The FISH method is based on the hybridization of a fluorescently labeled nucleic acid probe with a complementary sequence that is present inside the microbial cell, typically in the form of ribosomal RNA (rRNA). In fact, an hybridized cell is typically only detectable because a large number of multiple fluorescent particles (as many as the number of target sequences available) are present inside the cell. Here, we will review the major steps involved in a standard FISH protocol, namely, fixation/permeabilization, hybridization, washing, and visualization/detection. For each step, the major variables/parameters are identified and, subsequently, their impact on the overall hybridization performance is assessed in detail.
Collapse
Affiliation(s)
- Carina Almeida
- INIAV - National Institute for Agrarian and Veterinarian Research, Rua dos Lagidos, Lugar da Madalena, Vairão, Vila do Conde, Portugal.
- LEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Porto, Portugal.
- CEB - Centre of Biological Engineering, Universidade do Minho, Campus de Gualtar, Braga, Portugal.
| | - Nuno F Azevedo
- LEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Porto, Portugal
| |
Collapse
|
7
|
Single-molecule displacement mapping unveils nanoscale heterogeneities in intracellular diffusivity. Nat Methods 2020; 17:524-530. [PMID: 32203387 PMCID: PMC7205592 DOI: 10.1038/s41592-020-0793-0] [Citation(s) in RCA: 68] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2019] [Accepted: 02/14/2020] [Indexed: 11/08/2022]
Abstract
Intracellular diffusion underlies vital cellular processes. However, it remains difficult to elucidate how an unbound protein diffuses inside the cell with good spatial resolution and sensitivity. Here we introduce single-molecule displacement/diffusivity mapping (SMdM), a super-resolution strategy that enables the nanoscale mapping of intracellular diffusivity through local statistics of the instantaneous displacements of freely diffusing single molecules. We thus show that the diffusion of an average-sized protein in the mammalian cytoplasm and nucleus is spatially heterogeneous at the nanoscale, and that variations in local diffusivity correlate with the ultrastructure of the actin cytoskeleton and the organization of the genome, respectively. SMdM of differently charged proteins further unveils that the possession of positive, but not negative, net charges drastically impedes diffusion, and that the rate is determined by the specific subcellular environments. We thus unveil rich heterogeneities and charge effects in intracellular diffusion at the nanoscale.
Collapse
|
8
|
Sheth S, Barnard E, Hyatt B, Rathinam M, Zustiak SP. Predicting Drug Release From Degradable Hydrogels Using Fluorescence Correlation Spectroscopy and Mathematical Modeling. Front Bioeng Biotechnol 2019; 7:410. [PMID: 31956651 PMCID: PMC6951421 DOI: 10.3389/fbioe.2019.00410] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2019] [Accepted: 11/27/2019] [Indexed: 12/27/2022] Open
Abstract
Predicting release from degradable hydrogels is challenging but highly valuable in a multitude of applications such as drug delivery and tissue engineering. In this study, we developed a simple mathematical and computational model that accounts for time-varying diffusivity and geometry to predict solute release profiles from degradable hydrogels. Our approach was to use time snapshots of diffusivity and hydrogel geometry data measured experimentally as inputs to a computational model which predicts release profile. We used two model proteins of varying molecular weights: bovine serum albumin (BSA; 66 kDa) and immunoglobulin G (IgG; 150 kDa). We used fluorescence correlation spectroscopy (FCS) to determine protein diffusivity as a function of hydrogel degradation. We tracked changes in gel geometry over the same time period. Curve fits to the diffusivity and geometry data were used as inputs to the computational model to predict the protein release profiles from the degradable hydrogels. We validated the model using conventional bulk release experiments. Because we approached the hydrogel as a black box, the model is particularly valuable for hydrogel systems whose degradation mechanisms are not known or cannot be accurately modeled.
Collapse
Affiliation(s)
- Saahil Sheth
- Biomedical Engineering, Saint Louis University, St. Louis, MO, United States
| | - Emily Barnard
- Mathematics and Statistics, University of Maryland Baltimore County, Baltimore, MD, United States
| | - Ben Hyatt
- Mathematics and Statistics, University of Maryland Baltimore County, Baltimore, MD, United States
| | - Muruhan Rathinam
- Mathematics and Statistics, University of Maryland Baltimore County, Baltimore, MD, United States
| | | |
Collapse
|
9
|
Furlan A, Gonzalez-Pisfil M, Leray A, Champelovier D, Henry M, Le Nézet C, Bensaude O, Lefranc M, Wohland T, Vandenbunder B, Bidaux G, Héliot L. HEXIM1 Diffusion in the Nucleus Is Regulated by Its Interactions with Both 7SK and P-TEFb. Biophys J 2019; 117:1615-1625. [PMID: 31590891 PMCID: PMC6838758 DOI: 10.1016/j.bpj.2019.09.019] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Revised: 09/05/2019] [Accepted: 09/09/2019] [Indexed: 11/16/2022] Open
Abstract
How nuclear proteins diffuse and find their targets remains a key question in the transcription field. Dynamic proteins in the nucleus are classically subdiffusive and undergo anomalous diffusion, yet the underlying physical mechanisms are still debated. In this study, we explore the contribution of interactions to the generation of anomalous diffusion by the means of fluorescence spectroscopy and simulation. Using interaction-deficient mutants, our study indicates that HEXIM1 interactions with both 7SK RNA and positive transcription elongation factor b are critical for HEXIM1 subdiffusion and thus provides evidence of the effects of protein-RNA interaction on molecular diffusion. Numerical simulations allowed us to establish that the proportions of distinct oligomeric HEXIM1 subpopulations define the apparent anomaly parameter of the whole population. Slight changes in the proportions of these oligomers can lead to significant shifts in the diffusive features and recapitulate the modifications observed in cells with the various interaction-deficient mutants. By combining simulations and experiments, our work opens new prospects in which the anomaly α coefficient in diffusion becomes a helpful tool to infer alterations in molecular interactions.
Collapse
Affiliation(s)
- Alessandro Furlan
- University of Lille, CNRS, UMR 8523, PhLAM Laboratoire de Physique des Lasers, Atomes et Molécules, Lille, France.
| | - Mariano Gonzalez-Pisfil
- University of Lille, CNRS, UMR 8523, PhLAM Laboratoire de Physique des Lasers, Atomes et Molécules, Lille, France
| | - Aymeric Leray
- Laboratoire Interdisciplinaire Carnot de Bourgogne, UMR 6303 CNRS, Université de Bourgogne Franche Comté, Dijon, France
| | - Dorian Champelovier
- University of Lille, CNRS, UMR 8523, PhLAM Laboratoire de Physique des Lasers, Atomes et Molécules, Lille, France
| | - Mélanie Henry
- University of Lille, CNRS, UMR 8523, PhLAM Laboratoire de Physique des Lasers, Atomes et Molécules, Lille, France
| | - Corentin Le Nézet
- University of Lille, CNRS, UMR 8523, PhLAM Laboratoire de Physique des Lasers, Atomes et Molécules, Lille, France
| | - Oliver Bensaude
- Institut de biologie de l'Ecole normale supérieure (IBENS), Ecole normale supérieure, CNRS, INSERM, PSL Research University, Paris, France
| | - Marc Lefranc
- University of Lille, CNRS, UMR 8523, PhLAM Laboratoire de Physique des Lasers, Atomes et Molécules, Lille, France
| | - Thorsten Wohland
- Departments of Biological Sciences and Chemistry, Center for Bioimaging Sciences, National University of Singapore, Singapore, Singapore
| | - Bernard Vandenbunder
- University of Lille, CNRS, UMR 8523, PhLAM Laboratoire de Physique des Lasers, Atomes et Molécules, Lille, France
| | - Gabriel Bidaux
- University of Lille, CNRS, UMR 8523, PhLAM Laboratoire de Physique des Lasers, Atomes et Molécules, Lille, France; INSERM UMR 1060, CarMeN laboratory, Univ Lyon1, IHU OPERA, Hôpital Louis Pradel, Hospices Civils de Lyon, Lyon, France
| | - Laurent Héliot
- University of Lille, CNRS, UMR 8523, PhLAM Laboratoire de Physique des Lasers, Atomes et Molécules, Lille, France.
| |
Collapse
|
10
|
Collins M, Mohajerani F, Ghosh S, Guha R, Lee TH, Butler PJ, Sen A, Velegol D. Nonuniform Crowding Enhances Transport. ACS NANO 2019; 13:8946-8956. [PMID: 31291087 DOI: 10.1021/acsnano.9b02811] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
The cellular cytoplasm is crowded with macromolecules and other species that occupy up to 40% of the available volume. Previous studies have reported that for high crowder molecule concentrations, colloidal tracer particles have a dampened diffusion due to the higher solution viscosity. However, these studies employed uniform distributions of crowder molecules. We report a scenario, previously unexplored experimentally, of increased tracer transport driven by a nonuniform concentration of crowder macromolecules. In gradients of a polymeric crowder, tracer particles undergo transport several times higher than that of their bulk diffusion rate. The direction of the transport is toward regions of lower crowder concentration. Mechanistically, hard-sphere interactions and the resulting volume exclusion between the tracer and crowder increase the effective diffusion by inducing a convective motion of tracers, which we explain through modeling. Strikingly, soft deformable particles show even greater enhancement in transport in crowder gradients compared to similarly sized hard particles. Overall, this demonstration of enhanced transport in nonuniform distributions of crowders is anticipated to clarify aspects of multicomponent intracellular transport.
Collapse
|
11
|
Khandai S, Jena SS. Transition from double to single diffusive behavior with increase in polymer concentration for oppositely charged guest - host systems of green fluorescent protein diffusing inside poly-l-lysine solutions. J Colloid Interface Sci 2017; 505:196-205. [PMID: 28578282 DOI: 10.1016/j.jcis.2017.05.085] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2017] [Revised: 05/21/2017] [Accepted: 05/24/2017] [Indexed: 11/19/2022]
Abstract
The effect of crowding, background and probe charges and chain flexibility on probe dynamics of Green Fluorescent Protein in polyelectrolyte solutions of poly-l-lysine was investigated using Fluorescence Recovery After Photobleaching (FRAP). An interesting double diffusive behavior in FRAP recovery curve was observed at low polymer concentration resulting in two relaxation modes, which disappears with rise in polymer concentration. The fast relaxation mode attributes to diffusion of free protein molecules alone, where as slow mode is credited to polymer adsorbed protein molecules. Absence of double diffusive behavior at higher polymer concentration is argued in terms of varying host chain conformation and the only relaxation mode present is due to movement of free probes alone rather than that of adsorbed proteins. We noticed only a marginal decrease in diffusion coefficient with rise in salt concentration and the trend is reversed when variation in sample viscosity with salt is taken into account. In addition a small but systematic decrease in diffusion coefficient is seen with increase in magnitude of probe charge. Comparison of results with ideal Stoke - Einstein relation brings out the importance of polyelectrolyte effect and indicates ∼200 - fold positive deviations from predicted value for both variation in ionic strength and solution pH.
Collapse
Affiliation(s)
- Santripti Khandai
- Department of Physics and Astronomy, National Institute of Technology Rourkela, Rourkela 769008, Odisha, India
| | - Sidhartha S Jena
- Department of Physics and Astronomy, National Institute of Technology Rourkela, Rourkela 769008, Odisha, India.
| |
Collapse
|
12
|
|
13
|
Kyne C, Jordon K, Filoti DI, Laue TM, Crowley PB. Protein charge determination and implications for interactions in cell extracts. Protein Sci 2017; 26:258-267. [PMID: 27813264 PMCID: PMC5275725 DOI: 10.1002/pro.3077] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2016] [Revised: 10/24/2016] [Accepted: 10/27/2016] [Indexed: 01/30/2023]
Abstract
Decades of dilute-solution studies have revealed the influence of charged residues on protein stability, solubility and stickiness. Similar characterizations are now required in physiological solutions to understand the effect of charge on protein behavior under native conditions. Toward this end, we used free boundary and native gel electrophoresis to explore the charge of cytochrome c in buffer and in Escherichia coli extracts. We find that the charge of cytochrome c was ∼2-fold lower than predicted from primary structure analysis. Cytochrome c charge was tuned by sulfate binding and was rendered anionic in E. coli extracts due to interactions with macroanions. Mutants in which three or four cationic residues were replaced with glutamate were charge-neutral and "inert" in extracts. A comparison of the interaction propensities of cytochrome c and the mutants emphasizes the role of negative charge in stabilizing physiological environments. Charge-charge repulsion and preferential hydration appear to prevent aggregation. The implications for molecular organization in vivo are discussed.
Collapse
Affiliation(s)
- Ciara Kyne
- School of ChemistryNational University of IrelandGalway, University RoadGalwayIreland
| | - Kiara Jordon
- Spin Analytical468 Portland StreetBerwickMaine03901
| | - Dana I. Filoti
- Centre to Advance Macromolecular Interaction Sciences University of New HampshireDurhamNew Hampshire03824
| | - Thomas M. Laue
- Spin Analytical468 Portland StreetBerwickMaine03901
- Centre to Advance Macromolecular Interaction Sciences University of New HampshireDurhamNew Hampshire03824
| | - Peter B. Crowley
- School of ChemistryNational University of IrelandGalway, University RoadGalwayIreland
| |
Collapse
|
14
|
Stocke NA, Zhang X, Hilt JZ, DeRouchey JE. Transport in PEG-Based Hydrogels: Role of Water Content at Synthesis and Crosslinker Molecular Weight. MACROMOL CHEM PHYS 2016. [DOI: 10.1002/macp.201600340] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Nathanael A. Stocke
- Department of Chemical and Materials Engineering; University of Kentucky; Lexington KY 40506 USA
| | - Xiaolu Zhang
- Department of Chemistry; University of Kentucky; Lexington KY 40506 USA
| | - J. Zach Hilt
- Department of Chemical and Materials Engineering; University of Kentucky; Lexington KY 40506 USA
| | | |
Collapse
|
15
|
Study of polyethylene glycol-fluorophore complex formation by fluorescence correlation spectroscopy. Macromol Res 2016. [DOI: 10.1007/s13233-016-4142-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
|
16
|
Motion of Molecular Probes and Viscosity Scaling in Polyelectrolyte Solutions at Physiological Ionic Strength. PLoS One 2016; 11:e0161409. [PMID: 27536866 PMCID: PMC4990340 DOI: 10.1371/journal.pone.0161409] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2016] [Accepted: 08/04/2016] [Indexed: 11/19/2022] Open
Abstract
We investigate transport properties of model polyelectrolyte systems at physiological ionic strength (0.154 M). Covering a broad range of flow length scales-from diffusion of molecular probes to macroscopic viscous flow-we establish a single, continuous function describing the scale dependent viscosity of high-salt polyelectrolyte solutions. The data are consistent with the model developed previously for electrically neutral polymers in a good solvent. The presented approach merges the power-law scaling concepts of de Gennes with the idea of exponential length scale dependence of effective viscosity in complex liquids. The result is a simple and applicable description of transport properties of high-salt polyelectrolyte solutions at all length scales, valid for motion of single molecules as well as macroscopic flow of the complex liquid.
Collapse
|
17
|
Rothe M, Gruber T, Gröger S, Balbach J, Saalwächter K, Roos M. Transient binding accounts for apparent violation of the generalized Stokes-Einstein relation in crowded protein solutions. Phys Chem Chem Phys 2016; 18:18006-14. [PMID: 27326536 DOI: 10.1039/c6cp01056c] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The effect of high concentration, also referred to as crowding conditions, on Brownian motion is of central relevance for the understanding of the physical, chemical and biological properties of proteins in their native environment. Specifically, the simple inverse relationship between the translational diffusion coefficient and the macroscopic solution viscosity as predicted by the generalized Stokes-Einstein (GSE) relation has been the subject of many studies, yet a consensus on its applicability has not been reached. Here, we use isotope-filtered pulsed-field gradient NMR to separately assess the μm-scale diffusivity of two proteins, BSA and an SH3 domain, in mixtures as well as single-protein solutions, and demonstrate that transient binding can account for an apparent violation of the GSE relation. Whereas GSE behavior applies for the single-protein solutions, it does not hold for the protein mixtures. Transient binding behavior in the concentrated mixtures is evidenced by calorimetric experiments and by a significantly increased apparent activation energy of diffusion. In contrast, the temperature dependence of the viscosity, as well as of the diffusivity in single-component solutions, is always dominated by the flow activation energy of pure water. As a practically relevant second result, we further show that, for high protein concentrations, the diffusion of small molecules such as dioxane or water is not generally a suitable probe for the viscosity experienced by the diffusing proteins.
Collapse
Affiliation(s)
- M Rothe
- Martin-Luther-Universität Halle-Wittenberg, Institut für Physik, 06120 Halle (Saale), Germany.
| | | | | | | | | | | |
Collapse
|
18
|
Kubečka J, Uhlík F, Košovan P. Mean squared displacement from fluorescence correlation spectroscopy. SOFT MATTER 2016; 12:3760-3769. [PMID: 26996953 DOI: 10.1039/c6sm00296j] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Under certain conditions, the mean squared displacement (MSD) can be retrieved from fluorescence correlation spectroscopy (FCS) measurements. However, in the general case this procedure is not valid, and the apparent MSD obtained from FCS data may substantially differ from the true one. In this work we discuss under which conditions this procedure can be applied. Furthermore, we use computer simulations to obtain the MSD and the apparent MSD for the diffusion of a single polymer chain under various approximations. Based on the simulation results we discuss the reliability of the apparent MSD obtained from FCS, showing that it systematically deviates from the true MSD. We also propose a general procedure to verify the reliability of the apparent MSD by measurements at various focal spot sizes.
Collapse
Affiliation(s)
- Jakub Kubečka
- Department of Physical and Macromolecular Chemistry, Faculty of Science, Charles University in Prague, Hlavova 8, 128 00 Praha 2, Czech Republic.
| | - Filip Uhlík
- Department of Physical and Macromolecular Chemistry, Faculty of Science, Charles University in Prague, Hlavova 8, 128 00 Praha 2, Czech Republic.
| | - Peter Košovan
- Department of Physical and Macromolecular Chemistry, Faculty of Science, Charles University in Prague, Hlavova 8, 128 00 Praha 2, Czech Republic.
| |
Collapse
|
19
|
Rocha R, Santos RS, Madureira P, Almeida C, Azevedo NF. Optimization of peptide nucleic acid fluorescence in situ hybridization (PNA-FISH) for the detection of bacteria: The effect of pH, dextran sulfate and probe concentration. J Biotechnol 2016; 226:1-7. [PMID: 27021959 DOI: 10.1016/j.jbiotec.2016.03.047] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2015] [Revised: 03/23/2016] [Accepted: 03/24/2016] [Indexed: 01/17/2023]
Abstract
Fluorescence in situ hybridization (FISH) is a molecular technique widely used for the detection and characterization of microbial populations. FISH is affected by a wide variety of abiotic and biotic variables and the way they interact with each other. This is translated into a wide variability of FISH procedures found in the literature. The aim of this work is to systematically study the effects of pH, dextran sulfate and probe concentration in the FISH protocol, using a general peptide nucleic acid (PNA) probe for the Eubacteria domain. For this, response surface methodology was used to optimize these 3 PNA-FISH parameters for Gram-negative (Escherichia coli and Pseudomonas fluorescens) and Gram-positive species (Listeria innocua, Staphylococcus epidermidis and Bacillus cereus). The obtained results show that a probe concentration higher than 300nM is favorable for both groups. Interestingly, a clear distinction between the two groups regarding the optimal pH and dextran sulfate concentration was found: a high pH (approx. 10), combined with lower dextran sulfate concentration (approx. 2% [w/v]) for Gram-negative species and near-neutral pH (approx. 8), together with higher dextran sulfate concentrations (approx. 10% [w/v]) for Gram-positive species. This behavior seems to result from an interplay between pH and dextran sulfate and their ability to influence probe concentration and diffusion towards the rRNA target. This study shows that, for an optimum hybridization protocol, dextran sulfate and pH should be adjusted according to the target bacteria.
Collapse
Affiliation(s)
- Rui Rocha
- LEPABE, Department of Chemical Engineering, Faculty of Engineering of the University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal; Centre of Biological Engineering, University of Minho, Campus of Gualtar, 4710-057 Braga, Portugal; Biomode, Ed. GNRATION, Praça Conde Agrolongo no 123, 4700-312 Braga, Portugal.
| | - Rita S Santos
- LEPABE, Department of Chemical Engineering, Faculty of Engineering of the University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal; Laboratory of General Biochemistry and Physical Pharmacy, Ghent University, Gent, Belgium; i3S, Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal; IPATIMUP, Institute of Molecular Pathology and Immunology of the University of Porto, Porto, Portugal
| | - Pedro Madureira
- IBMC-Instituto de Biologia Molecular e Celular, Universidade do Porto, Rua do Campo Alegre n.° 823, 4150-180 Porto, Portugal; ICBAS-Instituto de Ciências Biomédicas Abel Salazar, Universidade do Porto, Rua de Jorge Viterbo Ferreira n.° 228, 4050-313 Porto, Portugal; i3S, Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal
| | - Carina Almeida
- LEPABE, Department of Chemical Engineering, Faculty of Engineering of the University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal; Centre of Biological Engineering, University of Minho, Campus of Gualtar, 4710-057 Braga, Portugal; Biomode, Ed. GNRATION, Praça Conde Agrolongo no 123, 4700-312 Braga, Portugal
| | - Nuno F Azevedo
- LEPABE, Department of Chemical Engineering, Faculty of Engineering of the University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal
| |
Collapse
|
20
|
Donovan P, Chehreghanianzabi Y, Rathinam M, Zustiak SP. Homogenization Theory for the Prediction of Obstructed Solute Diffusivity in Macromolecular Solutions. PLoS One 2016; 11:e0146093. [PMID: 26731550 PMCID: PMC4701423 DOI: 10.1371/journal.pone.0146093] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2015] [Accepted: 12/14/2015] [Indexed: 11/23/2022] Open
Abstract
The study of diffusion in macromolecular solutions is important in many biomedical applications such as separations, drug delivery, and cell encapsulation, and key for many biological processes such as protein assembly and interstitial transport. Not surprisingly, multiple models for the a-priori prediction of diffusion in macromolecular environments have been proposed. However, most models include parameters that are not readily measurable, are specific to the polymer-solute-solvent system, or are fitted and do not have a physical meaning. Here, for the first time, we develop a homogenization theory framework for the prediction of effective solute diffusivity in macromolecular environments based on physical parameters that are easily measurable and not specific to the macromolecule-solute-solvent system. Homogenization theory is useful for situations where knowledge of fine-scale parameters is used to predict bulk system behavior. As a first approximation, we focus on a model where the solute is subjected to obstructed diffusion via stationary spherical obstacles. We find that the homogenization theory results agree well with computationally more expensive Monte Carlo simulations. Moreover, the homogenization theory agrees with effective diffusivities of a solute in dilute and semi-dilute polymer solutions measured using fluorescence correlation spectroscopy. Lastly, we provide a mathematical formula for the effective diffusivity in terms of a non-dimensional and easily measurable geometric system parameter.
Collapse
Affiliation(s)
- Preston Donovan
- Department of Mathematics and Statistics, University of Maryland, Baltimore County, Baltimore, Maryland, United States of America
| | - Yasaman Chehreghanianzabi
- Department of Biomedical Engineering, Saint Louis University, St. Louis, Missouri, United States of America
| | - Muruhan Rathinam
- Department of Mathematics and Statistics, University of Maryland, Baltimore County, Baltimore, Maryland, United States of America
| | - Silviya Petrova Zustiak
- Department of Biomedical Engineering, Saint Louis University, St. Louis, Missouri, United States of America
| |
Collapse
|
21
|
Zhang X, Hansing J, Netz RR, DeRouchey JE. Particle transport through hydrogels is charge asymmetric. Biophys J 2015; 108:530-9. [PMID: 25650921 PMCID: PMC4317548 DOI: 10.1016/j.bpj.2014.12.009] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2014] [Revised: 12/03/2014] [Accepted: 12/08/2014] [Indexed: 01/19/2023] Open
Abstract
Transport processes within biological polymer networks, including mucus and the extracellular matrix, play an important role in the human body, where they serve as a filter for the exchange of molecules and nanoparticles. Such polymer networks are complex and heterogeneous hydrogel environments that regulate diffusive processes through finely tuned particle-network interactions. In this work, we present experimental and theoretical studies to examine the role of electrostatics on the basic mechanisms governing the diffusion of charged probe molecules inside model polymer networks. Translational diffusion coefficients are determined by fluorescence correlation spectroscopy measurements for probe molecules in uncharged as well as cationic and anionic polymer solutions. We show that particle transport in the charged hydrogels is highly asymmetric, with diffusion slowed down much more by electrostatic attraction than by repulsion, and that the filtering capability of the gel is sensitive to the solution ionic strength. Brownian dynamics simulations of a simple model are used to examine key parameters, including interaction strength and interaction range within the model networks. Simulations, which are in quantitative agreement with our experiments, reveal the charge asymmetry to be due to the sticking of particles at the vertices of the oppositely charged polymer networks.
Collapse
Affiliation(s)
- Xiaolu Zhang
- Department of Chemistry, University of Kentucky, Lexington, Kentucky
| | - Johann Hansing
- Fachbereich für Physik, Freie Universität Berlin, Berlin, Germany
| | - Roland R Netz
- Fachbereich für Physik, Freie Universität Berlin, Berlin, Germany
| | - Jason E DeRouchey
- Department of Chemistry, University of Kentucky, Lexington, Kentucky.
| |
Collapse
|
22
|
Lehmann S, Seiffert S, Richtering W. Refractive Index Mismatch Can Misindicate Anomalous Diffusion in Single-Focus Fluorescence Correlation Spectroscopy. MACROMOL CHEM PHYS 2014. [DOI: 10.1002/macp.201400349] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Swen Lehmann
- Institute of Physical Chemistry; RWTH Aachen University; Landoltweg 2 D-52074 Aachen Germany
| | - Sebastian Seiffert
- F-ISFM Soft Matter and Functional Materials; Helmholtz-Zentrum Berlin; Hahn-Meitner-Platz 1 D-14109 Berlin Germany
- Institute of Chemistry and Biochemistry; Freie Universität Berlin; Takustr. 3 D-14195 Berlin Germany
| | - Walter Richtering
- Institute of Physical Chemistry; RWTH Aachen University; Landoltweg 2 D-52074 Aachen Germany
| |
Collapse
|
23
|
Babaye Khorasani F, Poling-Skutvik R, Krishnamoorti R, Conrad JC. Mobility of Nanoparticles in Semidilute Polyelectrolyte Solutions. Macromolecules 2014. [DOI: 10.1021/ma501248u] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Firoozeh Babaye Khorasani
- Department of Chemical and
Biomolecular Engineering, University of Houston, Houston, Texas 77204-4004, United States
| | - Ryan Poling-Skutvik
- Department of Chemical and
Biomolecular Engineering, University of Houston, Houston, Texas 77204-4004, United States
| | - Ramanan Krishnamoorti
- Department of Chemical and
Biomolecular Engineering, University of Houston, Houston, Texas 77204-4004, United States
| | - Jacinta C. Conrad
- Department of Chemical and
Biomolecular Engineering, University of Houston, Houston, Texas 77204-4004, United States
| |
Collapse
|
24
|
Theillet FX, Binolfi A, Frembgen-Kesner T, Hingorani K, Sarkar M, Kyne C, Li C, Crowley PB, Gierasch L, Pielak GJ, Elcock AH, Gershenson A, Selenko P. Physicochemical properties of cells and their effects on intrinsically disordered proteins (IDPs). Chem Rev 2014; 114:6661-714. [PMID: 24901537 PMCID: PMC4095937 DOI: 10.1021/cr400695p] [Citation(s) in RCA: 348] [Impact Index Per Article: 34.8] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2013] [Indexed: 02/07/2023]
Affiliation(s)
- Francois-Xavier Theillet
- Department
of NMR-supported Structural Biology, In-cell NMR Laboratory, Leibniz Institute of Molecular Pharmacology (FMP Berlin), Robert-Roessle Strasse 10, 13125 Berlin, Germany
| | - Andres Binolfi
- Department
of NMR-supported Structural Biology, In-cell NMR Laboratory, Leibniz Institute of Molecular Pharmacology (FMP Berlin), Robert-Roessle Strasse 10, 13125 Berlin, Germany
| | - Tamara Frembgen-Kesner
- Department
of Biochemistry, University of Iowa, Bowen Science Building, 51 Newton
Road, Iowa City, Iowa 52242, United States
| | - Karan Hingorani
- Departments
of Biochemistry & Molecular Biology and Chemistry, Program in
Molecular & Cellular Biology, University
of Massachusetts, Amherst, 240 Thatcher Way, Amherst, Massachusetts 01003, United States
| | - Mohona Sarkar
- Department
of Chemistry, Department of Biochemistry and Biophysics and Lineberger
Comprehensive Cancer Center, University
of North Carolina, Chapel Hill, Chapel Hill, North Carolina 27599-3290, United States
| | - Ciara Kyne
- School
of Chemistry, National University of Ireland,
Galway, University Road, Galway, Ireland
| | - Conggang Li
- Key Laboratory
of Magnetic Resonance in Biological Systems, State Key Laboratory
of Magnetic Resonance and Atomic and Molecular Physics, Wuhan Center
for Magnetic Resonance, Wuhan Institute of Physics and Mathematics, Chinese Academy of Sciences, Wuhan, 430071, P.R. China
| | - Peter B. Crowley
- School
of Chemistry, National University of Ireland,
Galway, University Road, Galway, Ireland
| | - Lila Gierasch
- Departments
of Biochemistry & Molecular Biology and Chemistry, Program in
Molecular & Cellular Biology, University
of Massachusetts, Amherst, 240 Thatcher Way, Amherst, Massachusetts 01003, United States
| | - Gary J. Pielak
- Department
of Chemistry, Department of Biochemistry and Biophysics and Lineberger
Comprehensive Cancer Center, University
of North Carolina, Chapel Hill, Chapel Hill, North Carolina 27599-3290, United States
| | - Adrian H. Elcock
- Department
of Biochemistry, University of Iowa, Bowen Science Building, 51 Newton
Road, Iowa City, Iowa 52242, United States
| | - Anne Gershenson
- Departments
of Biochemistry & Molecular Biology and Chemistry, Program in
Molecular & Cellular Biology, University
of Massachusetts, Amherst, 240 Thatcher Way, Amherst, Massachusetts 01003, United States
| | - Philipp Selenko
- Department
of NMR-supported Structural Biology, In-cell NMR Laboratory, Leibniz Institute of Molecular Pharmacology (FMP Berlin), Robert-Roessle Strasse 10, 13125 Berlin, Germany
| |
Collapse
|
25
|
|
26
|
Balbo J, Mereghetti P, Herten DP, Wade RC. The shape of protein crowders is a major determinant of protein diffusion. Biophys J 2013; 104:1576-84. [PMID: 23561534 DOI: 10.1016/j.bpj.2013.02.041] [Citation(s) in RCA: 63] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2012] [Revised: 01/29/2013] [Accepted: 02/19/2013] [Indexed: 11/15/2022] Open
Abstract
As a model for understanding how molecular crowding influences diffusion and transport of proteins in cellular environments, we combined experimental and theoretical approaches to study the diffusion of proteins in highly concentrated protein solutions. Bovine serum albumin and γ-Globulin were chosen as molecular crowders and as tracers. These two proteins are representatives of the main types of plasma protein and have different shapes and sizes. Solutions consisting of one or both proteins were studied. The self-diffusion coefficients of the fluorescently labeled tracer proteins were measured by means of fluorescence correlation spectroscopy at a total protein concentration of up to 400 g/L. γ-Globulin is found to have a stronger influence as a crowder on the tracer self-diffusion coefficient than Bovine serum albumin. Brownian dynamics simulations show that the excluded volume and the shape of the crowding protein have a significantly stronger influence on translational and rotational diffusion coefficients, as well as transient oligomerization, than hydrodynamic or direct interactions. Anomalous subdiffusion, which is not observed at the experimental fluorescence correlation spectroscopy timescales (>100 μs), appears only at very short timescales (<1 μs) in the simulations due to steric effects of the proteins. We envision that the combined experimental and computational approach employed here can be developed to unravel the different biophysical contributions to protein motion and interaction in cellular environments by systematically varying protein properties such as molecular weight, size, shape, and electrostatic interactions.
Collapse
Affiliation(s)
- Jessica Balbo
- CellNetworks Cluster and Physikalisch-Chemisches Institut, Heidelberg University, Heidelberg, Germany
| | | | | | | |
Collapse
|
27
|
Vagias A, Raccis R, Koynov K, Jonas U, Butt HJ, Fytas G, Košovan P, Lenz O, Holm C. Complex tracer diffusion dynamics in polymer solutions. PHYSICAL REVIEW LETTERS 2013; 111:088301. [PMID: 24010481 DOI: 10.1103/physrevlett.111.088301] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2013] [Indexed: 06/02/2023]
Abstract
We employ fluorescence correlation spectroscopy (FCS) and coarse-grained molecular dynamics simulations to study the mobility of tracers in polymer solutions. Excluded volume interactions result in crowding-induced slowdown, depending only on the polymer concentration. With specific tracer-polymer attractions, the tracer is slowed down at much lower concentrations, and a second diffusion component appears that is sensitive to the polymer chain length. The two components can be resolved by FCS, only if the distance traveled by the tracer in the polymer-bound state is greater than the FCS focal spot size. The tracer dynamics can be used as a sensitive probe of the nature and strength of interactions, which-despite their local character-emphasize the role of chain connectivity.
Collapse
Affiliation(s)
- Apostolos Vagias
- Max Planck Institute for Polymer Research, Ackermannweg 10, 55128 Mainz, Germany
| | | | | | | | | | | | | | | | | |
Collapse
|
28
|
Höfling F, Franosch T. Anomalous transport in the crowded world of biological cells. REPORTS ON PROGRESS IN PHYSICS. PHYSICAL SOCIETY (GREAT BRITAIN) 2013; 76:046602. [PMID: 23481518 DOI: 10.1088/0034-4885/76/4/046602] [Citation(s) in RCA: 596] [Impact Index Per Article: 54.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
A ubiquitous observation in cell biology is that the diffusive motion of macromolecules and organelles is anomalous, and a description simply based on the conventional diffusion equation with diffusion constants measured in dilute solution fails. This is commonly attributed to macromolecular crowding in the interior of cells and in cellular membranes, summarizing their densely packed and heterogeneous structures. The most familiar phenomenon is a sublinear, power-law increase of the mean-square displacement (MSD) as a function of the lag time, but there are other manifestations like strongly reduced and time-dependent diffusion coefficients, persistent correlations in time, non-Gaussian distributions of spatial displacements, heterogeneous diffusion and a fraction of immobile particles. After a general introduction to the statistical description of slow, anomalous transport, we summarize some widely used theoretical models: Gaussian models like fractional Brownian motion and Langevin equations for visco-elastic media, the continuous-time random walk model, and the Lorentz model describing obstructed transport in a heterogeneous environment. Particular emphasis is put on the spatio-temporal properties of the transport in terms of two-point correlation functions, dynamic scaling behaviour, and how the models are distinguished by their propagators even if the MSDs are identical. Then, we review the theory underlying commonly applied experimental techniques in the presence of anomalous transport like single-particle tracking, fluorescence correlation spectroscopy (FCS) and fluorescence recovery after photobleaching (FRAP). We report on the large body of recent experimental evidence for anomalous transport in crowded biological media: in cyto- and nucleoplasm as well as in cellular membranes, complemented by in vitro experiments where a variety of model systems mimic physiological crowding conditions. Finally, computer simulations are discussed which play an important role in testing the theoretical models and corroborating the experimental findings. The review is completed by a synthesis of the theoretical and experimental progress identifying open questions for future investigation.
Collapse
Affiliation(s)
- Felix Höfling
- Max-Planck-Institut für Intelligente Systeme, Heisenbergstraße 3, 70569 Stuttgart, and Institut für Theoretische Physik IV, Universität Stuttgart, Pfaffenwaldring 57, 70569 Stuttgart, Germany
| | | |
Collapse
|
29
|
Salamon K, Aumiler D, Pabst G, Vuletić T. Probing the Mesh Formed by the Semirigid Polyelectrolytes. Macromolecules 2013. [DOI: 10.1021/ma3021486] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- K. Salamon
- Institut za fiziku, Bijenička 46, 10000 Zagreb, Croatia
| | - D. Aumiler
- Institut za fiziku, Bijenička 46, 10000 Zagreb, Croatia
| | - G. Pabst
- University of Graz, Institute of Molecular Biosciences, Biophysics Division, Schmiedlstr. 6, 8042 Graz, Austria
| | - T. Vuletić
- Institut za fiziku, Bijenička 46, 10000 Zagreb, Croatia
| |
Collapse
|
30
|
Zustiak S, Riley J, Boukari H, Gandjbakhche A, Nossal R. Effects of multiple scattering on fluorescence correlation spectroscopy measurements of particles moving within optically dense media. JOURNAL OF BIOMEDICAL OPTICS 2012; 17:125004. [PMID: 23208294 PMCID: PMC3519398 DOI: 10.1117/1.jbo.17.12.125004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2012] [Revised: 11/10/2012] [Accepted: 11/13/2012] [Indexed: 05/23/2023]
Abstract
Fluorescence correlation spectroscopy (FCS) is increasingly being used to assess the movement of particles diffusing in complex, optically dense surroundings, in which case measurement conditions may complicate data interpretation. It is considered how a single-photon FCS measurement can be affected if the sample properties result in scattering of the incident light. FCS autocorrelation functions of Atto 488 dye molecules diffusing in solutions of polystyrene beads are measured, which acted as scatterers. Data indicated that a scattering-linked increase in the illuminated volume, as much as two fold, resulted in minimal increase in diffusivity. To analyze the illuminated beam profile, Monte-Carlo simulations were employed, which indicated a larger broadening of the beam along the axial than the radial directions, and a reduction of the incident intensity at the focal point. The broadening of the volume in the axial direction has only negligible effect on the measured diffusion time, since intensity fluctuations due to diffusion events in the radial direction are dominant in FCS measurements. Collectively, results indicate that multiple scattering does not result in FCS measurement artifacts and thus, when sufficient signal intensity is attainable, single-photon FCS can be a useful technique for measuring probe diffusivity in optically dense media.
Collapse
Affiliation(s)
- Silviya Zustiak
- Eunice Shriver National Institute of Child Health & Human Development, National Institutes of Health, Programs on Physical Biology, Bethesda, Maryland 20892, USA.
| | | | | | | | | |
Collapse
|
31
|
Vogt C, Ball V, Mutterer J, Schaaf P, Voegel JC, Senger B, Lavalle P. Mobility of Proteins in Highly Hydrated Polyelectrolyte Multilayer Films. J Phys Chem B 2012; 116:5269-78. [DOI: 10.1021/jp300028v] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Affiliation(s)
- Cédric Vogt
- Institut National de la Santé et de la Recherche Médicale, Unité 977, 11 rue Humann, 67085 Strasbourg Cedex, France
- Faculté de Chirurgie
Dentaire, Université de Strasbourg, 1 place de l’Hôpital, 67000 Strasbourg, France
| | - Vincent Ball
- Institut National de la Santé et de la Recherche Médicale, Unité 977, 11 rue Humann, 67085 Strasbourg Cedex, France
- Faculté de Chirurgie
Dentaire, Université de Strasbourg, 1 place de l’Hôpital, 67000 Strasbourg, France
| | - Jérôme Mutterer
- Centre National de la Recherche
Scientifique, UPR 2357, Institut de Biologie Moléculaire des Plantes, 12 rue du Général Zimmer,
67084 Strasbourg Cedex, France
| | - Pierre Schaaf
- Centre National de la Recherche
Scientifique, UPR 22, Institut Charles Sadron, 23 rue du Loess, BP 84047, 67034 Strasbourg Cedex 2, France
| | - Jean-Claude Voegel
- Institut National de la Santé et de la Recherche Médicale, Unité 977, 11 rue Humann, 67085 Strasbourg Cedex, France
- Faculté de Chirurgie
Dentaire, Université de Strasbourg, 1 place de l’Hôpital, 67000 Strasbourg, France
| | - Bernard Senger
- Institut National de la Santé et de la Recherche Médicale, Unité 977, 11 rue Humann, 67085 Strasbourg Cedex, France
- Faculté de Chirurgie
Dentaire, Université de Strasbourg, 1 place de l’Hôpital, 67000 Strasbourg, France
| | - Philippe Lavalle
- Institut National de la Santé et de la Recherche Médicale, Unité 977, 11 rue Humann, 67085 Strasbourg Cedex, France
- Faculté de Chirurgie
Dentaire, Université de Strasbourg, 1 place de l’Hôpital, 67000 Strasbourg, France
- Hôpitaux Universitaires de Strasbourg, 1 place de l’Hôpital,
67000 Strasbourg, France
| |
Collapse
|