101
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Guzman I, Gelman H, Tai J, Gruebele M. The extracellular protein VlsE is destabilized inside cells. J Mol Biol 2013; 426:11-20. [PMID: 24013077 DOI: 10.1016/j.jmb.2013.08.024] [Citation(s) in RCA: 67] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2013] [Revised: 08/10/2013] [Accepted: 08/13/2013] [Indexed: 11/25/2022]
Abstract
We use U2OS cells as in vivo "test tubes" to study how the same cytoplasmic environment has opposite effects on the stability of two different proteins. Protein folding stability and kinetics were compared by fast relaxation imaging, which combines a temperature jump with fluorescence microscopy of FRET (Förster resonance energy transfer)-labeled proteins. While the stability of the cytoplasmic enzyme PGK (phosphoglycerate kinase) increases in cells, the stability of the cell surface antigen VlsE, which presumably did not evolve for stability inside cells, decreases. VlsE folding also slows down more than PGK folding in cells, relative to their respective aqueous buffer kinetics. Our FRET measurements provide evidence that VlsE is more compact inside cells than in aqueous buffer. Two kinetically distinct protein populations exist inside cells, making a connection with previous in vitro crowding studies. In addition, we confirm previous studies showing that VlsE is stabilized by 150mg/mL of the carbohydrate crowder Ficoll, even though it is destabilized in the cytoplasm relative to aqueous buffer. We propose two mechanisms for the observed destabilization of VlsE in U2OS cells: long-range interactions competing with crowding or shape-dependent crowding favoring more compact states inside the cell over the elongated aqueous buffer native state.
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Affiliation(s)
- Irisbel Guzman
- Department of Biochemistry, University of Illinois, Urbana, IL 61801, USA
| | - Hannah Gelman
- Department of Physics, University of Illinois, Urbana, IL 61801, USA
| | - Jonathan Tai
- Department of Biochemistry, University of Illinois, Urbana, IL 61801, USA
| | - Martin Gruebele
- Center for Biophysics and Computational Biology, University of Illinois, Urbana, IL 61801, USA; Department of Chemistry, University of Illinois, Urbana, IL 61801, USA; Department of Physics, University of Illinois, Urbana, IL 61801, USA.
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102
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Sotomayor-Pérez AC, Subrini O, Hessel A, Ladant D, Chenal A. Molecular Crowding Stabilizes Both the Intrinsically Disordered Calcium-Free State and the Folded Calcium-Bound State of a Repeat in Toxin (RTX) Protein. J Am Chem Soc 2013; 135:11929-34. [DOI: 10.1021/ja404790f] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Ana-Cristina Sotomayor-Pérez
- Unité
de Biochimie des Interactions Macromoléculaires, CNRS UMR 3528,
Département de Biologie Structurale et Chimie, Institut Pasteur, 28 rue du Dr Roux, 75724 Paris cedex
15, France
| | - Orso Subrini
- Unité
de Biochimie des Interactions Macromoléculaires, CNRS UMR 3528,
Département de Biologie Structurale et Chimie, Institut Pasteur, 28 rue du Dr Roux, 75724 Paris cedex
15, France
| | - Audrey Hessel
- Unité
de Biochimie des Interactions Macromoléculaires, CNRS UMR 3528,
Département de Biologie Structurale et Chimie, Institut Pasteur, 28 rue du Dr Roux, 75724 Paris cedex
15, France
| | - Daniel Ladant
- Unité
de Biochimie des Interactions Macromoléculaires, CNRS UMR 3528,
Département de Biologie Structurale et Chimie, Institut Pasteur, 28 rue du Dr Roux, 75724 Paris cedex
15, France
| | - Alexandre Chenal
- Unité
de Biochimie des Interactions Macromoléculaires, CNRS UMR 3528,
Département de Biologie Structurale et Chimie, Institut Pasteur, 28 rue du Dr Roux, 75724 Paris cedex
15, France
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103
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Abstract
To gain insight into the interplay of processes and species that maintain a correctly folded, functional proteome, we have developed a computational model called FoldEco. FoldEco models the cellular proteostasis network of the E. coli cytoplasm, including protein synthesis, degradation, aggregation, chaperone systems, and the folding characteristics of protein clients. We focused on E. coli because much of the needed input information--including mechanisms, rate parameters, and equilibrium coefficients--is available, largely from in vitro experiments; however, FoldEco will shed light on proteostasis in other organisms. FoldEco can generate hypotheses to guide the design of new experiments. Hypothesis generation leads to system-wide questions and shows how to convert these questions to experimentally measurable quantities, such as changes in protein concentrations with chaperone or protease levels, which can then be used to improve our current understanding of proteostasis and refine the model. A web version of FoldEco is available at http://foldeco.scripps.edu.
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104
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Abstract
Ever since the pioneering work of Minton, it has been recognized that the highly crowded interior of biological cells has the potential to cause dramatic changes to both the kinetics and thermodynamics of protein folding and association events relative to behavior that might be observed in dilute solution conditions. One very productive way to explore the effects of crowding on protein behavior has been to use macromolecular crowding agents that exclude volume without otherwise strongly interacting with the protein under study. An alternative, complementary approach to understanding the potential differences between behavior in vivo and in vitro is to develop simulation models that explicitly attempt to model intracellular environments at the molecular scale, and that thereby can be used to directly monitor biophysical behavior in conditions that accurately mimic those encountered in vivo. It is with studies of this type that the present review will be concerned. We review in detail four published studies that have attempted to simulate the structure and dynamics of the bacterial cytoplasm and that have each explored different biophysical aspects of the cellular interior. While each of these studies has yielded important new insights, there are important questions that remain to be resolved in terms of determining the relative contributions made by energetic and hydrodynamic interactions to the diffusive behavior of macromolecules and to the thermodynamics of protein folding and associations in vivo. Some possible new directions for future generation simulation models of the cytoplasm are outlined.
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105
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Sarkar M, Li C, Pielak GJ. Soft interactions and crowding. Biophys Rev 2013; 5:187-194. [PMID: 28510157 DOI: 10.1007/s12551-013-0104-4] [Citation(s) in RCA: 188] [Impact Index Per Article: 17.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2012] [Accepted: 01/22/2013] [Indexed: 10/27/2022] Open
Abstract
The intracellular milieu is complex, heterogeneous and crowded-an environment vastly different from dilute solutions in which most biophysical studies are performed. The crowded cytoplasm excludes about a third of the volume available to macromolecules in dilute solution. This excluded volume is the sum of two parts: steric repulsions and chemical interactions, also called soft interactions. Until recently, most efforts to understand crowding have focused on steric repulsions. Here, we summarize the results and conclusions from recent studies on macromolecular crowding, emphasizing the contribution of soft interactions to the equilibrium thermodynamics of protein stability. Despite their non-specific and weak nature, the large number of soft interactions present under many crowded conditions can sometimes overcome the stabilizing steric, excluded volume effect.
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Affiliation(s)
- Mohona Sarkar
- Department of Chemistry, University of North Carolina-Chapel Hill, Chapel Hill, NC, 27599-3290, USA
| | - Conggang Li
- Key Laboratory of Magnetic Resonance in Biological Systems, State Key Laboratory of Magnetic Resonance and Molecular and Atomic Physics, Wuhan Center for Magnetic Resonance, Wuhan Institute of Physics and Mathematics, Chinese Academy of Sciences, Wuhan, 430071, People's Republic of China
| | - Gary J Pielak
- Department of Chemistry, University of North Carolina-Chapel Hill, Chapel Hill, NC, 27599-3290, USA. .,Department of Biochemistry and Biophysics, University of North Carolina-Chapel Hill, Chapel Hill, NC, 27599-3290, USA. .,UNC Lineberger Comprehensive Cancer Center, University of North Carolina-Chapel Hill, Chapel Hill, NC, 27599-3290, USA.
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106
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Christiansen A, Wang Q, Cheung MS, Wittung-Stafshede P. Effects of macromolecular crowding agents on protein folding in vitro and in silico. Biophys Rev 2013; 5:137-145. [PMID: 28510156 DOI: 10.1007/s12551-013-0108-0] [Citation(s) in RCA: 62] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2012] [Accepted: 01/31/2013] [Indexed: 01/24/2023] Open
Abstract
Proteins fold and function inside cells which are environments very different from that of dilute buffer solutions most often used in traditional experiments. The crowded milieu results in excluded-volume effects, increased bulk viscosity and amplified chances for inter-molecular interactions. These environmental factors have not been accounted for in most mechanistic studies of protein folding executed during the last decades. The question thus arises as to how these effects-present when polypeptides normally fold in vivo-modulate protein biophysics. To address excluded volume effects, we use synthetic macromolecular crowding agents, which take up significant volume but do not interact with proteins, in combination with strategically selected proteins and a range of equilibrium and time-resolved biophysical (spectroscopic and computational) methods. In this review, we describe key observations on macromolecular crowding effects on protein stability, folding and structure drawn from combined in vitro and in silico studies. As expected based on Minton's early predictions, many proteins (apoflavodoxin, VlsE, cytochrome c, and S16) became more thermodynamically stable (magnitude depends inversely on protein stability in buffer) and, unexpectedly, for apoflavodoxin and VlsE, the folded states changed both secondary structure content and, for VlsE, overall shape in the presence of macromolecular crowding. For apoflavodoxin and cytochrome c, which have complex kinetic folding mechanisms, excluded volume effects made the folding energy landscapes smoother (i.e., less misfolding and/or kinetic heterogeneity) than in buffer.
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Affiliation(s)
| | - Qian Wang
- Department of Physics, University of Houston, Houston, TX, 77204, USA
| | - Margaret S Cheung
- Department of Physics, University of Houston, Houston, TX, 77204, USA
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107
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Zhou HX. Influence of crowded cellular environments on protein folding, binding, and oligomerization: biological consequences and potentials of atomistic modeling. FEBS Lett 2013; 587:1053-61. [PMID: 23395796 DOI: 10.1016/j.febslet.2013.01.064] [Citation(s) in RCA: 122] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2013] [Accepted: 01/28/2013] [Indexed: 02/05/2023]
Abstract
Recent experiments inside cells and in cytomimetic conditions have demonstrated that the crowded environments found therein can significantly reshape the energy landscapes of individual protein molecules and their oligomers. The resulting shifts in populations of conformational and oligomeric states have numerous biological consequences, e.g., concerning the efficiency of replication and transcription, the development of aggregation-related diseases, and the efficacy of small-molecule drugs. Some of the effects of crowding can be anticipated from hard-particle theoretical models, but the in vitro and in vivo measurements indicate that these effects are often subtle and complex. These observations, coupled with recent computational studies at the atomistic level, suggest that the latter detailed modeling may be required to yield a quantitative understanding on the influence of crowded cellular environments.
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Affiliation(s)
- Huan-Xiang Zhou
- Department of Physics and Institute of Molecular Biophysics, Florida State University, Tallahassee, FL 32306, USA.
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108
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Phillip Y, Schreiber G. Formation of protein complexes in crowded environments--from in vitro to in vivo. FEBS Lett 2013; 587:1046-52. [PMID: 23337873 PMCID: PMC7094571 DOI: 10.1016/j.febslet.2013.01.007] [Citation(s) in RCA: 100] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2012] [Revised: 12/24/2012] [Accepted: 01/06/2013] [Indexed: 01/17/2023]
Abstract
Traditionally, biochemical studies are performed in dilute homogenous solutions, which are very different from the dense mixture of molecules found in cells. Thus, the physiological relevance of these studies is in question. This recognition motivated scientists to formulate the effect of crowded solutions in general, and excluded volume in particular, on biochemical processes. Using polymers or proteins as crowders, it was shown that while crowding tends to significantly enhance the formation of complexes containing many subunits, dimerizations are only mildly affected. Computer simulations, together with experimental evidence, indicate soft interactions and diffusion as critical factors that operate in a concerted manner with excluded volume to modulate protein binding. Yet, these approaches do not truly mimic the cellular environment. In vivo studies may overcome this shortfall. The few studies conducted thus far suggest that in cells, binding and folding occur at rates close to those determined in dilute solutions. Obtaining quantitative biochemical information on reactions inside living cells is currently a main challenge of the field, as the complexity of the intracellular milieu was what motivated crowding research to begin with.
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Affiliation(s)
- Yael Phillip
- Department of Biological Chemistry, Weizmann Institute of Science, Rehovot 76100, Israel
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109
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Chen E, Christiansen A, Wang Q, Cheung MS, Kliger DS, Wittung-Stafshede P. Effects of macromolecular crowding on burst phase kinetics of cytochrome c folding. Biochemistry 2012; 51:9836-45. [PMID: 23145850 DOI: 10.1021/bi301324y] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Excluded volume and viscosity effects of crowding agents that mimic crowded conditions in vivo on "classical" burst phase folding kinetics of cytochrome c are assessed in vitro. Upon electron transfer-triggered folding of reduced cytochrome c, far-UV time-resolved circular dichroism (TRCD) is used to monitor folding under different conditions. Earlier work has shown that folding of reduced cytochrome c from the guanidinium hydrochloride-induced unfolded ensemble in dilute phosphate buffer involves kinetic partitioning: one fraction of molecules folds rapidly, on a time scale identical to that of reduction, while the remaining population folds more slowly. In the presence of 220 mg/mL dextran 70, a synthetic macromolecular crowding agent that occupies space but does not interact with proteins, the population of the fast folding step for cytochrome c is greatly reduced. Increasing the viscosity with sucrose to the same microviscosity exhibited by the dextran solution showed no significant decrease in the amplitude of the fast-folding phase of cytochrome c. Experiments show that the unfolded-state heme ligation remains bis-His in the presence of dextran 70, but coarse-grained simulations suggest that the unfolded-state ensemble becomes more compact in the presence of crowders. We conclude that excluded volume effects alter unfolded cytochrome c such that access to fast-folding conformations is reduced.
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Affiliation(s)
- Eefei Chen
- Department of Chemistry and Biochemistry, University of California, Santa Cruz, CA 95064, USA
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110
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Crowding, molecular volume and plasticity: An assessment involving crystallography, NMR and simulations. J Biosci 2012; 37:953-63. [DOI: 10.1007/s12038-012-9276-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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111
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Guo M, Xu Y, Gruebele M. Temperature dependence of protein folding kinetics in living cells. Proc Natl Acad Sci U S A 2012; 109:17863-7. [PMID: 22665776 PMCID: PMC3497798 DOI: 10.1073/pnas.1201797109] [Citation(s) in RCA: 101] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
We measure the stability and folding rate of a mutant of the enzyme phosphoglycerate kinase (PGK) inside bone tissue cells as a function of temperature from 38 to 48 °C. To facilitate measurement in individual living cells, we developed a rapid laser temperature stepping method capable of measuring complete thermal melts and kinetic traces in about two min. We find that this method yields improved thermal melts compared to heating a sample chamber or microscope stage. By comparing results for six cells with in vitro data, we show that the protein is stabilized by about 6 kJ/mole in the cytoplasm, but the temperature dependence of folding kinetics is similar to in vitro. The main difference is a slightly steeper temperature dependence of the folding rate in some cells that can be rationalized in terms of temperature-dependent crowding, local viscosity, or hydrophobicity. The observed rate coefficients can be fitted within measurement uncertainty by an effective two-state model, even though PGK folds by a multistate mechanism. We validate the effective two-state model with a three-state free energy landscape of PGK to illustrate that the effective fitting parameters can represent a more complex underlying free energy landscape.
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Affiliation(s)
| | - Yangfan Xu
- Chemical and Biomolecular Engineering, and
| | - Martin Gruebele
- Departments of Physics
- Chemistry and Center for Biophysics and Computational Biology, University of Illinois, Urbana, IL 61801
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112
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Torchio GM, Ermácora MR, Sica MP. Equilibrium unfolding of the PDZ domain of β2-syntrophin. Biophys J 2012; 102:2835-44. [PMID: 22735534 DOI: 10.1016/j.bpj.2012.05.021] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2011] [Revised: 04/23/2012] [Accepted: 05/04/2012] [Indexed: 10/28/2022] Open
Abstract
β2-syntrophin, a dystrophin-associated protein, plays a pivotal role in insulin secretion by pancreatic β-cells. It contains a PDZ domain (β2S-PDZ) that, in complex with protein-tyrosine phosphatase ICA512, anchors the dense insulin granules to actin filaments. The phosphorylation state of β2-syntrophin allosterically regulates the affinity of β2S-PDZ for ICA512, and the disruption of the complex triggers the mobilization of the insulin granule stores. Here, we investigate the thermal unfolding of β2S-PDZ at different pH and urea concentrations. Our results indicate that, unlike other PDZ domains, β2S-PDZ is marginally stable. Thermal denaturation experiments show broad transitions and cold denaturation, and a two-state model fit reveals a significant unfolded fraction under physiological conditions. Furthermore, T(m) and T(max) denaturant-dependent shifts and noncoincidence of melting curves monitored at different wavelengths suggest that two-state and three-state models fail to explain the equilibrium data properly and are in better agreement with a downhill scenario. Its higher stability at pH >9 and the results of molecular dynamics simulations indicate that this behavior of β2S-PDZ might be related to its charge distribution. All together, our results suggest a link between the conformational plasticity of the native ensemble of this PDZ domain and the regulation of insulin secretion.
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Affiliation(s)
- Gabriela María Torchio
- Departamento de Ciencia y Tecnología, Universidad Nacional de Quilmes, Bernal, Buenos Aires, Argentina
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113
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Kurniawan NA, Enemark S, Rajagopalan R. Crowding Alters the Folding Kinetics of a β-Hairpin by Modulating the Stability of Intermediates. J Am Chem Soc 2012; 134:10200-8. [DOI: 10.1021/ja302943m] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
| | - Søren Enemark
- Singapore-MIT Alliance, National University of Singapore, Singapore 117576
| | - Raj Rajagopalan
- Singapore-MIT Alliance, National University of Singapore, Singapore 117576
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114
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Wang Q, Cheung MS. A physics-based approach of coarse-graining the cytoplasm of Escherichia coli (CGCYTO). Biophys J 2012; 102:2353-61. [PMID: 22677389 DOI: 10.1016/j.bpj.2012.04.010] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2011] [Revised: 03/15/2012] [Accepted: 04/04/2012] [Indexed: 01/26/2023] Open
Abstract
We have investigated protein stability in an environment of Escherichia coli cytoplasm using coarse-grained computer simulations. To coarse-grain a small slide of E. coli's cytoplasm consisting of over 16 million atoms, we have developed a self-assembled clustering algorithm (CGCYTO). CGCYTO uses the shape parameter and asphericity as well as a parameter λ (ranging from 0 to 1) that measures the covolume of a test protein and a macromolecule against the covolume of a test protein and a sphere of equal volume as that of a macromolecule for the criteria of coarse-graining a cytoplasmic model. A cutoff λ(c) = 0.8 was chosen based on the size of a test protein and computational resources and it determined the resolution of a coarse-grained cytoplasm. We compared the results from a polydisperse cytoplasmic model (PD model) produced by CGCYTO with two other coarse-grained hard-sphere cytoplasmic models: 1), F70 model, macromolecules in the cytoplasm were modeled by homogeneous hard spheres with a radius of 55 Å, the size of Ficoll70 and 2), HS model, each macromolecule in the cytoplasm was modeled by a hard sphere of equal volume. It was found that the folding temperature T(f) of a test protein (apoazurin) in a PD model is ~5° greater than that in a F70 model. In addition, the deviation of T(f) in a PD model is twice as much as that in a HS model when an apoazurin is randomly placed at different voids formed by particle fluctuations in PD models.
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Affiliation(s)
- Qian Wang
- Department of Physics, University of Houston, Houston, Texas, USA
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115
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Gelman H, Platkov M, Gruebele M. Rapid Perturbation of Free-Energy Landscapes: From In Vitro to In Vivo. Chemistry 2012; 18:6420-7. [DOI: 10.1002/chem.201104047] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
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116
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Denos S, Dhar A, Gruebele M. Crowding effects on the small, fast-folding protein lambda6-85. Faraday Discuss 2012; 157:451-500. [PMID: 23230782 PMCID: PMC3834863 DOI: 10.1039/c2fd20009k] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2024]
Abstract
The microsecond folder lambda6-85 is a small (9.2 kDa = 9200 amu) five helix bundle protein. We investigated the stability of lambda6-85 in two different low-fluorescence crowding matrices: the large 70 kDa carbohydrate Ficoll 70, and the small 14 kDa thermophilic protein SubL. The same thermal stability of secondary structure was measured by circular dichroism in aqueous buffer, and at a crowding fraction phi = 15 +/- 1% of Ficoll 70. Tryptophan fluorescence detection (probing a tertiary contact) yielded the same thermal stability in Ficoll, but 4 degrees C lower in aqueous buffer. Temperature-jump kinetics revealed that the relaxation rate, corrected for bulk viscosity, was very similar in Ficoll and in aqueous buffer. Thus viscosity, hydrodynamics and crowding seem to compensate one another. However, a new fast phase was observed in Ficoll, attributed to crowding-induced downhill folding. We also measured the stability of lambda6-85 in phi = 14 +/- 1% SubL, which acts as a smaller more rigid crowder. Significantly greater stabilization (7 to 13 degrees C depending on probe) was observed than in the Ficoll matrix. The results highlight the importance of crowding agent choice for studies of small, fast-folding proteins amenable to comparison with molecular dynamics simulations.
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Affiliation(s)
- Sharlene Denos
- Center for Biophysics and Computational Biology, 600 South Mathews Avenue, University of Illinois, Urbana-Champaign, IL 61801
| | - Apratim Dhar
- Department of Chemistry, 600 South Mathews Avenue, University of Illinois, Urbana-Champaign, IL 61801
| | - Martin Gruebele
- Center for Biophysics and Computational Biology, 600 South Mathews Avenue, University of Illinois, Urbana-Champaign, IL 61801
- Department of Chemistry, 600 South Mathews Avenue, University of Illinois, Urbana-Champaign, IL 61801
- Department of Physics, 600 South Mathews Avenue, University of Illinois, Urbana-Champaign, IL 61801
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