1
|
Sun B, Kekenes-Huskey PM. Calmodulin's Interdomain Linker Is Optimized for Dynamics Signal Transmission and Calcium Binding. J Chem Inf Model 2022; 62:4210-4221. [PMID: 35994621 DOI: 10.1021/acs.jcim.2c00587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Linkers are ubiquitous in multidomain proteins. These linkers are integral to protein functions, and accumulating evidence suggests that the linkers' versatile roles are encoded in their sequences. However, a molecular picture of how amino acid differences in the linker influence protein function is still lacking. By using extensive Gaussian-accelerated MD coupled with dynamic network analysis, we reveal the molecular bases underlying the linker's role in Calmodulin (CaM), a highly conserved Ca2+-signaling hub in eukaryotes. Three CaM constructs comprising a wild-type linker, a flexible linker (four glycines at position D78-S81), and a rigid linker (four prolines at position D78-S81) were simulated. We show that the flexible linker resembles the wild type in allowing CaM to sample a large ensemble of conformations while the rigid linker confines the sampling. Our simulations recapture experimental observations that target binding enhances the Ca2+ affinity to CaM's EF-hand sites at the N-domain. However, only the wild-type linker can both correctly capture the Ca2+ binding order and maintain the α-helical structure of the domain. The other two constructs either bind Ca2+ in an incorrect order or exhibit unfolding of an N-domain helix. We demonstrate that the wild-type linker achieves these outcomes by transmitting interdomain dynamics efficiently. This was evidenced by stronger (anti)correlations among the linker residues, decoupling of the hydrogen bonds between A1-A15 and V35-E45, and structuring of the N-domain for Ca2+ binding. This decoupling was not evident for the other two constructs. Lastly, we show that the wild-type linker's optimal transmission stems from its thermodynamically favorable strain and solvation relative to the other two constructs. Our results show how the linker sequence tunes CaM function, suggesting possible mechanisms for changes in linker properties such as mutations or post-translational modifications to modulate protein/substrate binding.
Collapse
Affiliation(s)
- Bin Sun
- Department of Pharmacology, Harbin Medical University, Harbin 150081, China
| | - Peter M Kekenes-Huskey
- Department of Cell and Molecular Physiology, Loyola University, Chicago, Illinois 60153, United States
| |
Collapse
|
2
|
Further Evidence of the Melatonin Calmodulin Interaction: Effect on CaMKII Activity. Int J Mol Sci 2022; 23:ijms23052479. [PMID: 35269623 PMCID: PMC8910589 DOI: 10.3390/ijms23052479] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Revised: 02/16/2022] [Accepted: 02/17/2022] [Indexed: 02/01/2023] Open
Abstract
Melatonin (MEL) is a pleiotropic indolamine that reaches multiple intracellular targets. Among these, MEL binds to calmodulin (CaM) with high affinity. In presence of Ca2+, CaM binds to CaM-dependent kinase II (CaMKII). The Ca2+-CaM/CaMKII pathway regulates a myriad of brain functions in different cellular compartments. Evidence showing the regulation of this cellular pathway by MEL is scarce. Thus, our main objective was to study the interaction of MEL with CaM and its effects on CaMKII activity in two microenvironments (aqueous and lipidic) naturally occurring within the cell. In addition, colocalization of MEL with CaM in vivo was explored in mice brain hippocampus. In vitro CaM-MEL interaction and the structural conformations of CaM in the presence of this indoleamine were assessed through electrophoretic mobility and isoelectric point. The functional consequence of this interaction was evaluated by measuring CaMKII activity. Ca2+-CaM-MEL increased the activity of CaMKII in aqueous buffer but reduced the kinase activity in lipid buffer. Importantly, MEL colocalizes in vivo with Ca2+-CaM in the hippocampus. Our evidence suggests that MEL regulates the key cellular Ca2+-CaM/CaMKII pathway and might explain why physiological MEL concentrations reduce CaMKII activity in some experimental conditions, while in others it drives biological processes through activation of this kinase.
Collapse
|
3
|
Konyshev I, Byvalov A. Model systems for optical trapping: the physical basis and biological applications. Biophys Rev 2021; 13:515-529. [PMID: 34471436 DOI: 10.1007/s12551-021-00823-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Accepted: 07/05/2021] [Indexed: 11/30/2022] Open
Abstract
The micromechanical methods, among which optical trapping and atomic force microscopy have a special place, are widespread currently in biology to study molecular interactions between different biological objects. Optical trapping is reported to be quite applicable to study the mechanical properties of surface structures onto bacterial (pili and flagella) and eukaryotic (filopodia) cells. The review briefly summarizes the physical basis of optical trapping, as well as the principles of calculating the van der Waals, electrostatic, and donor-acceptor forces when two microparticles or a microparticle and a flat surface are used. Three main types of model systems (abiotic, biotic, and mixed) used in trapping experiments are described, and the peculiarities of manipulation with living (bacteria, fungal spores, etc.) and non-spherical objects (e.g., rod-shaped bacteria) are summarized.
Collapse
Affiliation(s)
- Ilya Konyshev
- Institute of Physiology of Коmi Science Centre of the Ural Branch of the Russian Academy of Sciences, FRC Komi SC UB RAS, Komi Republic, 167982 Syktyvkar, Russian Federation.,Vyatka State University, 36 Moskovskaya str, 610000 Kirov, Russian Federation
| | - Andrey Byvalov
- Institute of Physiology of Коmi Science Centre of the Ural Branch of the Russian Academy of Sciences, FRC Komi SC UB RAS, Komi Republic, 167982 Syktyvkar, Russian Federation.,Vyatka State University, 36 Moskovskaya str, 610000 Kirov, Russian Federation
| |
Collapse
|
4
|
Gupta M, Venkatramani R, Ainavarapu SRK. Role of Ligand Binding Site in Modulating the Mechanical Stability of Proteins with β-Grasp Fold. J Phys Chem B 2021; 125:1009-1019. [PMID: 33492970 DOI: 10.1021/acs.jpcb.0c08085] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Despite many studies on ligand-modulated protein mechanics, a comparative analysis of the role of ligand binding site on any specific protein fold is yet to be made. In this study, we explore the role of ligand binding site on the mechanical properties of β-grasp fold proteins, namely, ubiquitin and small ubiquitin related modifier 1 (SUMO1). The terminal segments directly connected through hydrogen bonds constitute the β-clamp geometry (or mechanical clamp), which confers high mechanical resilience to the β-grasp fold. Here, we study ubiquitin complexed with CUE2-1, a ubiquitin-binding domain (UBD) from yeast endonuclease protein Cue2, using a combination of single-molecule force spectroscopy (SMFS) and steered molecular dynamics (SMD) simulations. Our study reveals that CUE2-1 does not alter the mechanical properties of ubiquitin, despite directly interacting with its β-clamp. To explore the role of ligand binding site, we compare the mechanical properties of the ubiquitin/CUE2-1 complex with that of previously studied SUMO1/S12, another β-grasp protein complex, using SMD simulations. Simulations on the SUMO1/S12 complex corroborate previous experimentally observed enhancement in the mechanical stability of SUMO1, even though S12 binds away from the β-clamp. Differences in ligand binding-induced structural impact at the transition state of the two complexes explain the differences in ligand modulated protein mechanics. Contrary to previous reports, our study demonstrates that direct binding of ligands to the mechanical clamp does not necessarily alter the mechanical stability of β-grasp fold proteins. Rather, binding interactions away from the clamp can reinforce protein stability provided by the β-grasp fold. Our study highlights the importance of binding site and binding modes of ligands in modulating the mechanical stability of β-grasp fold proteins.
Collapse
Affiliation(s)
- Mona Gupta
- Department of Chemical Sciences, Tata Institute of Fundamental Research, Dr Homi Bhabha Road, Colaba, Mumbai 400005, India
| | - Ravindra Venkatramani
- Department of Chemical Sciences, Tata Institute of Fundamental Research, Dr Homi Bhabha Road, Colaba, Mumbai 400005, India
| | - Sri Rama Koti Ainavarapu
- Department of Chemical Sciences, Tata Institute of Fundamental Research, Dr Homi Bhabha Road, Colaba, Mumbai 400005, India
| |
Collapse
|
5
|
Chowdhury SR, Jaiswal S, Lu HP. Compressive-force induced activation of apo-calmodulin in protein signalling. Phys Chem Chem Phys 2020; 22:1092-1096. [PMID: 31894209 DOI: 10.1039/c9cp05074d] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Mechanical force plays a critical role in the relationship between protein structure and function. Force manipulation by Atomic Force Microscope can be significant and trigger chemical and biological activities of proteins. Previously we have reported that Apo-CaM undergoes through a spontaneous tertiary structural rupture under a piconewton compressive force. Here we have observed that the ruptured Apo-CaM molecules can be available to bind with C28W peptide, a typical protein signalling activity that only a Ca2+-activated CaM has. This behaviour is both unexpected and profound, as CaM in its Ca2+-non-activated form has a closed structure which does not presumably allow the molecule to bind to target peptides. In this experiment, we demonstrate that both chemical activation and force activation can play a vital role in biology, such as the cell-signalling protein dynamics and function.
Collapse
Affiliation(s)
- Susovan Roy Chowdhury
- Department of Chemistry, Center for Photochemical Sciences, Bowling Green State University, Bowling Green, Ohio 43403, USA.
| | - Sunidhi Jaiswal
- Department of Chemistry, Center for Photochemical Sciences, Bowling Green State University, Bowling Green, Ohio 43403, USA.
| | - H Peter Lu
- Department of Chemistry, Center for Photochemical Sciences, Bowling Green State University, Bowling Green, Ohio 43403, USA.
| |
Collapse
|
6
|
Depicting Conformational Ensembles of α-Synuclein by Single Molecule Force Spectroscopy and Native Mass Spectroscopy. Int J Mol Sci 2019; 20:ijms20205181. [PMID: 31635031 PMCID: PMC6829300 DOI: 10.3390/ijms20205181] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Revised: 10/03/2019] [Accepted: 10/17/2019] [Indexed: 12/15/2022] Open
Abstract
Description of heterogeneous molecular ensembles, such as intrinsically disordered proteins, represents a challenge in structural biology and an urgent question posed by biochemistry to interpret many physiologically important, regulatory mechanisms. Single-molecule techniques can provide a unique contribution to this field. This work applies single molecule force spectroscopy to probe conformational properties of α-synuclein in solution and its conformational changes induced by ligand binding. The goal is to compare data from such an approach with those obtained by native mass spectrometry. These two orthogonal, biophysical methods are found to deliver a complex picture, in which monomeric α-synuclein in solution spontaneously populates compact and partially compacted states, which are differently stabilized by binding to aggregation inhibitors, such as dopamine and epigallocatechin-3-gallate. Analyses by circular dichroism and Fourier-transform infrared spectroscopy show that these transitions do not involve formation of secondary structure. This comparative analysis provides support to structural interpretation of charge-state distributions obtained by native mass spectrometry and helps, in turn, defining the conformational components detected by single molecule force spectroscopy.
Collapse
|
7
|
Li Q, Scholl ZN, Marszalek PE. Unraveling the Mechanical Unfolding Pathways of a Multidomain Protein: Phosphoglycerate Kinase. Biophys J 2019; 115:46-58. [PMID: 29972811 DOI: 10.1016/j.bpj.2018.05.028] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2017] [Revised: 03/31/2018] [Accepted: 05/21/2018] [Indexed: 01/12/2023] Open
Abstract
Phosphoglycerate kinase (PGK) is a highly conserved enzyme that is crucial for glycolysis. PGK is a monomeric protein composed of two similar domains and has been the focus of many studies for investigating interdomain interactions within the native state and during folding. Previous studies used traditional biophysical methods (such as circular dichroism, tryptophan fluorescence, and NMR) to measure signals over a large ensemble of molecules, which made it difficult to observe transient changes in stability or structure during unfolding and refolding of single molecules. Here, we unfold single molecules of PGK using atomic force spectroscopy and steered molecular dynamic computer simulations to examine the conformational dynamics of PGK during its unfolding process. Our results show that after the initial forced separation of its domains, yeast PGK (yPGK) does not follow a single mechanical unfolding pathway; instead, it stochastically follows two distinct pathways: unfolding from the N-terminal domain or unfolding from the C-terminal domain. The truncated yPGK N-terminal domain unfolds via a transient intermediate, whereas the structurally similar isolated C-terminal domain has no detectable intermediates throughout its mechanical unfolding process. The N-terminal domain in the full-length yPGK displays a strong unfolding intermediate 13% of the time, whereas the truncated domain (yPGKNT) transitions through the intermediate 81% of the time. This effect indicates that the mechanical properties of yPGK cannot be simply deduced from the mechanical properties of its constituents. We also find that Escherichia coli PGK is significantly less mechanically stable as compared to yPGK, contrary to bulk unfolding measurements. Our results support the growing body of observations that the folding behavior of multidomain proteins is difficult to predict based solely on the studies of isolated domains.
Collapse
Affiliation(s)
- Qing Li
- Center for Biologically Inspired Materials and Material Systems, Department of Mechanical Engineering and Materials Science, Pratt School of Engineering, Duke University, Durham, North Carolina.
| | - Zackary N Scholl
- Program in Computational Biology and Bioinformatics, Department of Mechanical Engineering and Materials Science, Pratt School of Engineering, Duke University, Durham, North Carolina.
| | - Piotr E Marszalek
- Center for Biologically Inspired Materials and Material Systems, Department of Mechanical Engineering and Materials Science, Pratt School of Engineering, Duke University, Durham, North Carolina.
| |
Collapse
|
8
|
Facts and conjectures on calmodulin and its cousin proteins, parvalbumin and troponin C. BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR CELL RESEARCH 2019; 1866:1046-1053. [PMID: 30716407 DOI: 10.1016/j.bbamcr.2019.01.014] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2018] [Revised: 01/23/2019] [Accepted: 01/24/2019] [Indexed: 02/07/2023]
Abstract
This review aims at giving a rational frame to understand the diversity of EF hand containing calcium binding proteins and their roles, with special focus on three members of this huge protein family, namely calmodulin, troponin C and parvalbumin. We propose that these proteins are members of structured macromolecular complexes, termed calcisomes, which constitute building devices allowing treatment of information within eukaryotic cells and namely calcium signals encoding and decoding, as well as control of cytosolic calcium levels in resting cells. Calmodulin is ubiquitous, present in all eukaryotic cells, and pleiotropic. This may be explained by its prominent role in regulating calcium movement in and out of the cell, thus maintaining calcium homeostasis which is fundamental for cell survival. The protein is further involved in decoding transient calcium signals associated with calcium movements after cell stimulation. We will show that the specificity of calmodulin's actions may be more easily explained if one considers its role in the light of calcisomes. Parvalbumin should not be considered as a simple intracellular calcium buffer. It is also a key factor for regulating calcium homeostasis in specific cells that need a rapid retrocontrol of calcium transients, such as fast muscle fibers. Finally, we propose that troponin C, with its four calcium binding domains distributed between two lobes presenting different calcium binding kinetics, exhibits all the characteristics needed to trigger and then post modulate muscle contraction and thus appears as a typical Feed Forward Loop system. If the present conjectures prove accurate, the way will be paved for a new pharmacology targeting the cell calcium signaling machinery. This article is part of a Special Issue entitled: ECS Meeting edited by Claus Heizmann, Joachim Krebs and Jacques Haiech.
Collapse
|
9
|
Xiao A, Li H. Direct monitoring of equilibrium protein folding–unfolding by atomic force microscopy: pushing the limit. Chem Commun (Camb) 2019; 55:12920-12923. [DOI: 10.1039/c9cc06293a] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
We report the direct observation of equilibrium folding–unfolding dynamics of a mechanically labile, three helix bundle protein GA using a commercial atomic force microscope (AFM).
Collapse
Affiliation(s)
- Adam Xiao
- Department of Chemistry
- University of British Columbia
- Vancouver
- Canada
| | - Hongbin Li
- Department of Chemistry
- University of British Columbia
- Vancouver
- Canada
| |
Collapse
|
10
|
Wang YJ, Rico-Lastres P, Lezamiz A, Mora M, Solsona C, Stirnemann G, Garcia-Manyes S. DNA Binding Induces a Nanomechanical Switch in the RRM1 Domain of TDP-43. J Phys Chem Lett 2018; 9:3800-3807. [PMID: 29924934 DOI: 10.1021/acs.jpclett.8b01494] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Understanding the molecular mechanisms governing protein-nucleic acid interactions is fundamental to many nuclear processes. However, how nucleic acid binding affects the conformation and dynamics of the substrate protein remains poorly understood. Here we use a combination of single molecule force spectroscopy AFM and biochemical assays to show that the binding of TG-rich ssDNA triggers a mechanical switch in the RRM1 domain of TDP-43, toggling between an entropic spring devoid of mechanical stability and a shock absorber bound-form that resists unfolding forces of ∼40 pN. The fraction of mechanically resistant proteins correlates with an increasing length of the TG n oligonucleotide, demonstrating that protein mechanical stability is a direct reporter of nucleic acid binding. Steered molecular dynamics simulations on related RNA oligonucleotides reveal that the increased mechanical stability fingerprinting the holo-form is likely to stem from a unique scenario whereby the nucleic acid acts as a "mechanical staple" that protects RRM1 from mechanical unfolding. Our approach highlights nucleic acid binding as an effective strategy to control protein nanomechanics.
Collapse
Affiliation(s)
- Yong Jian Wang
- Department of Physics and Randall Centre for Cell and Molecular Biophysics , King's College London , WC2R 2LS , London , United Kingdom
| | - Palma Rico-Lastres
- Department of Physics and Randall Centre for Cell and Molecular Biophysics , King's College London , WC2R 2LS , London , United Kingdom
| | - Ainhoa Lezamiz
- Department of Physics and Randall Centre for Cell and Molecular Biophysics , King's College London , WC2R 2LS , London , United Kingdom
| | - Marc Mora
- Department of Physics and Randall Centre for Cell and Molecular Biophysics , King's College London , WC2R 2LS , London , United Kingdom
| | - Carles Solsona
- Department of Pathology and Experimental Therapeutics, Faculty of Medicine and Health Sciences , University of Barcelona and Bellvitge Biomedical Research Institute (IDIBELL) L'Hospitalet de Llobregat , Barcelona 08907 , Spain
| | - Guillaume Stirnemann
- CNRS Laboratoire de Biochimie Théorique, Institut de Biologie Physico-Chimique , Université Paris Denis Diderot, Sorbonne Paris Cité, PSL Research University , 75005 Paris , France
| | - Sergi Garcia-Manyes
- Department of Physics and Randall Centre for Cell and Molecular Biophysics , King's College London , WC2R 2LS , London , United Kingdom
| |
Collapse
|
11
|
Sluysmans D, Hubert S, Bruns CJ, Zhu Z, Stoddart JF, Duwez AS. Synthetic oligorotaxanes exert high forces when folding under mechanical load. NATURE NANOTECHNOLOGY 2018; 13:209-213. [PMID: 29292379 DOI: 10.1038/s41565-017-0033-7] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2017] [Accepted: 11/20/2017] [Indexed: 06/07/2023]
Abstract
Folding is a ubiquitous process that nature uses to control the conformations of its molecular machines, allowing them to perform chemical and mechanical tasks. Over the years, chemists have synthesized foldamers that adopt well-defined and stable folded architectures, mimicking the control expressed by natural systems 1,2 . Mechanically interlocked molecules, such as rotaxanes and catenanes, are prototypical molecular machines that enable the controlled movement and positioning of their component parts 3-5 . Recently, combining the exquisite complexity of these two classes of molecules, donor-acceptor oligorotaxane foldamers have been synthesized, in which interactions between the mechanically interlocked component parts dictate the single-molecule assembly into a folded secondary structure 6-8 . Here we report on the mechanochemical properties of these molecules. We use atomic force microscopy-based single-molecule force spectroscopy to mechanically unfold oligorotaxanes, made of oligomeric dumbbells incorporating 1,5-dioxynaphthalene units encircled by cyclobis(paraquat-p-phenylene) rings. Real-time capture of fluctuations between unfolded and folded states reveals that the molecules exert forces of up to 50 pN against a mechanical load of up to 150 pN, and displays transition times of less than 10 μs. While the folding is at least as fast as that observed in proteins, it is remarkably more robust, thanks to the mechanically interlocked structure. Our results show that synthetic oligorotaxanes have the potential to exceed the performance of natural folding proteins.
Collapse
Affiliation(s)
- Damien Sluysmans
- UR Molecular Systems, Department of Chemistry, University of Liège, Liège, Belgium
| | - Sandrine Hubert
- UR Molecular Systems, Department of Chemistry, University of Liège, Liège, Belgium
| | - Carson J Bruns
- Department of Chemistry, Northwestern University, Evanston, IL, USA
| | - Zhixue Zhu
- Department of Chemistry, Northwestern University, Evanston, IL, USA
| | | | - Anne-Sophie Duwez
- UR Molecular Systems, Department of Chemistry, University of Liège, Liège, Belgium.
| |
Collapse
|
12
|
Lipstein N, Göth M, Piotrowski C, Pagel K, Sinz A, Jahn O. Presynaptic Calmodulin targets: lessons from structural proteomics. Expert Rev Proteomics 2017; 14:223-242. [DOI: 10.1080/14789450.2017.1275966] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Noa Lipstein
- Department of Molecular Neurobiology, Max-Planck-Institute of Experimental Medicine, Göttingen, Germany
| | - Melanie Göth
- Institute of Chemistry and Biochemistry, Free University Berlin, Berlin & Fritz Haber Institute of the Max-Planck-Society, Berlin, Germany
| | - Christine Piotrowski
- Department of Pharmaceutical Chemistry & Bioanalytics, Institute of Pharmacy, Martin Luther University Halle-Wittenberg, Halle (Saale), Germany
| | - Kevin Pagel
- Institute of Chemistry and Biochemistry, Free University Berlin, Berlin & Fritz Haber Institute of the Max-Planck-Society, Berlin, Germany
| | - Andrea Sinz
- Department of Pharmaceutical Chemistry & Bioanalytics, Institute of Pharmacy, Martin Luther University Halle-Wittenberg, Halle (Saale), Germany
| | - Olaf Jahn
- Proteomics Group, Max-Planck-Institute of Experimental Medicine, Göttingen, Germany
| |
Collapse
|
13
|
Single-molecule force spectroscopy on polyproteins and receptor–ligand complexes: The current toolbox. J Struct Biol 2017; 197:3-12. [DOI: 10.1016/j.jsb.2016.02.011] [Citation(s) in RCA: 90] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2015] [Revised: 02/08/2016] [Accepted: 02/09/2016] [Indexed: 11/21/2022]
|
14
|
Rauti R, Lozano N, León V, Scaini D, Musto M, Rago I, Ulloa Severino FP, Fabbro A, Casalis L, Vázquez E, Kostarelos K, Prato M, Ballerini L. Graphene Oxide Nanosheets Reshape Synaptic Function in Cultured Brain Networks. ACS NANO 2016; 10:4459-71. [PMID: 27030936 DOI: 10.1021/acsnano.6b00130] [Citation(s) in RCA: 96] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Graphene offers promising advantages for biomedical applications. However, adoption of graphene technology in biomedicine also poses important challenges in terms of understanding cell responses, cellular uptake, or the intracellular fate of soluble graphene derivatives. In the biological microenvironment, graphene nanosheets might interact with exposed cellular and subcellular structures, resulting in unexpected regulation of sophisticated biological signaling. More broadly, biomedical devices based on the design of these 2D planar nanostructures for interventions in the central nervous system require an accurate understanding of their interactions with the neuronal milieu. Here, we describe the ability of graphene oxide nanosheets to down-regulate neuronal signaling without affecting cell viability.
Collapse
Affiliation(s)
- Rossana Rauti
- Life Science Department, University of Trieste , 34127 Trieste, Italy
| | - Neus Lozano
- Nanomedicine Lab, School of Medicine and National Graphene Institute, Faculty of Medical & Human Sciences, University of Manchester , M13 9PL Manchester, United Kingdom
| | - Veronica León
- Departamento de Química Orgánica, Facultad de Ciencias y Tecnologías Químicas-IRICA, Universidad de Castilla La Mancha , 13071 Ciudad Real, Spain
| | - Denis Scaini
- Life Science Department, University of Trieste , 34127 Trieste, Italy
- ELETTRA Synchrotron Light Source , 34149 Trieste, Italy
| | - Mattia Musto
- International School for Advanced Studies (SISSA) , 34136 Trieste, Italy
| | - Ilaria Rago
- ELETTRA Synchrotron Light Source , 34149 Trieste, Italy
| | | | - Alessandra Fabbro
- Department of Chemical and Pharmaceutical Sciences, University of Trieste , 34127 Trieste, Italy
| | | | - Ester Vázquez
- Departamento de Química Orgánica, Facultad de Ciencias y Tecnologías Químicas-IRICA, Universidad de Castilla La Mancha , 13071 Ciudad Real, Spain
| | - Kostas Kostarelos
- Nanomedicine Lab, School of Medicine and National Graphene Institute, Faculty of Medical & Human Sciences, University of Manchester , M13 9PL Manchester, United Kingdom
| | - Maurizio Prato
- Department of Chemical and Pharmaceutical Sciences, University of Trieste , 34127 Trieste, Italy
- CIC BiomaGUNE, Parque Tecnológico de San Sebastián, Paseo Miramón, 182, 20009 San Sebastián, Guipúzcoa, Spain
- Basque Foundation for Science , Ikerbasque, Bilbao 48013, Spain
| | - Laura Ballerini
- Life Science Department, University of Trieste , 34127 Trieste, Italy
- International School for Advanced Studies (SISSA) , 34136 Trieste, Italy
| |
Collapse
|
15
|
Jagannathan B, Marqusee S. Protein folding and unfolding under force. Biopolymers 2016; 99:860-9. [PMID: 23784721 DOI: 10.1002/bip.22321] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2013] [Accepted: 06/07/2013] [Indexed: 12/27/2022]
Abstract
The recent revolution in optics and instrumentation has enabled the study of protein folding using extremely low mechanical forces as the denaturant. This exciting development has led to the observation of the protein folding process at single molecule resolution and its response to mechanical force. Here, we describe the principles and experimental details of force spectroscopy on proteins, with a focus on the optical tweezers instrument. Several recent results will be discussed to highlight the importance of this technique in addressing a variety of questions in the protein folding field.
Collapse
Affiliation(s)
- Bharat Jagannathan
- California Institute for Quantitative Biosciences, University of California, Berkeley, CA
| | | |
Collapse
|
16
|
Simon B, Huart AS, Wilmanns M. Molecular mechanisms of protein kinase regulation by calcium/calmodulin. Bioorg Med Chem 2015; 23:2749-60. [PMID: 25963826 DOI: 10.1016/j.bmc.2015.04.051] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2015] [Revised: 04/13/2015] [Accepted: 04/15/2015] [Indexed: 01/02/2023]
Abstract
Many human protein kinases are regulated by the calcium-sensor protein calmodulin, which binds to a short flexible segment C-terminal to the enzyme's catalytic kinase domain. Our understanding of the molecular mechanism of kinase activity regulation by calcium/calmodulin has been advanced by the structures of two protein kinases-calmodulin kinase II and death-associated protein kinase 1-bound to calcium/calmodulin. Comparison of these two structures reveals a surprising level of diversity in the overall kinase-calcium/calmodulin arrangement and functional readout of activity, as well as complementary mechanisms of kinase regulation such as phosphorylation.
Collapse
Affiliation(s)
- Bertrand Simon
- EMBL Hamburg, c/o DESY, Building 25A, Notkestraße 85, 22603 Hamburg, Germany
| | - Anne-Sophie Huart
- EMBL Hamburg, c/o DESY, Building 25A, Notkestraße 85, 22603 Hamburg, Germany
| | - Matthias Wilmanns
- EMBL Hamburg, c/o DESY, Building 25A, Notkestraße 85, 22603 Hamburg, Germany.
| |
Collapse
|
17
|
González-Andrade M, Rodríguez-Sotres R, Madariaga-Mazón A, Rivera-Chávez J, Mata R, Sosa-Peinado A, Del Pozo-Yauner L, Arias-Olguín II. Insights into molecular interactions between CaM and its inhibitors from molecular dynamics simulations and experimental data. J Biomol Struct Dyn 2015; 34:78-91. [PMID: 25702612 DOI: 10.1080/07391102.2015.1022225] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
In order to contribute to the structural basis for rational design of calmodulin (CaM) inhibitors, we analyzed the interaction of CaM with 14 classic antagonists and two compounds that do not affect CaM, using docking and molecular dynamics (MD) simulations, and the data were compared to available experimental data. The Ca(2+)-CaM-Ligands complexes were simulated 20 ns, with CaM starting in the "open" and "closed" conformations. The analysis of the MD simulations provided insight into the conformational changes undergone by CaM during its interaction with these ligands. These simulations were used to predict the binding free energies (ΔG) from contributions ΔH and ΔS, giving useful information about CaM ligand binding thermodynamics. The ΔG predicted for the CaM's inhibitors correlated well with available experimental data as the r(2) obtained was 0.76 and 0.82 for the group of xanthones. Additionally, valuable information is presented here: I) CaM has two preferred ligand binding sites in the open conformation known as site 1 and 4, II) CaM can bind ligands of diverse structural nature, III) the flexibility of CaM is reduced by the union of its ligands, leading to a reduction in the Ca(2+)-CaM entropy, IV) enthalpy dominates the molecular recognition process in the system Ca(2+)-CaM-Ligand, and V) the ligands making more extensive contact with the protein have higher affinity for Ca(2+)-CaM. Despite their limitations, docking and MD simulations in combination with experimental data continue to be excellent tools for research in pharmacology, toward a rational design of new drugs.
Collapse
Affiliation(s)
- Martin González-Andrade
- a Facultad de Medicina , Universidad Nacional Autónoma de México (UNAM) , México Distrito Federal , CP 04510 , México.,c Unidad de Vinculación de la Facultad de Medicina , UNAM en el INMEGEN , Secretaría de Salud, México Distrito Federal , CP 14610 , México
| | - Rogelio Rodríguez-Sotres
- b Facultad de Química , Universidad Nacional Autónoma de México (UNAM) , México Distrito Federal , CP 04510 , México
| | - Abraham Madariaga-Mazón
- b Facultad de Química , Universidad Nacional Autónoma de México (UNAM) , México Distrito Federal , CP 04510 , México
| | - José Rivera-Chávez
- b Facultad de Química , Universidad Nacional Autónoma de México (UNAM) , México Distrito Federal , CP 04510 , México
| | - Rachel Mata
- b Facultad de Química , Universidad Nacional Autónoma de México (UNAM) , México Distrito Federal , CP 04510 , México
| | - Alejandro Sosa-Peinado
- a Facultad de Medicina , Universidad Nacional Autónoma de México (UNAM) , México Distrito Federal , CP 04510 , México
| | - Luis Del Pozo-Yauner
- c Unidad de Vinculación de la Facultad de Medicina , UNAM en el INMEGEN , Secretaría de Salud, México Distrito Federal , CP 14610 , México
| | - Imilla I Arias-Olguín
- d Unidad de Biología Molecular y Medicina Genómica del Instituto de Investigaciones Biomédicas de la Universidad Nacional Autónoma de México (UNAM) , México Distrito Federal , CP 04510 , México.,e Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán , México Distrito Federal , CP 14000 , México
| |
Collapse
|
18
|
Scholl ZN, Yang W, Marszalek PE. Direct observation of multimer stabilization in the mechanical unfolding pathway of a protein undergoing oligomerization. ACS NANO 2015; 9:1189-97. [PMID: 25639698 DOI: 10.1021/nn504686f] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
Understanding how protein oligomerization affects the stability of monomers in self-assembled structures is crucial to the development of new protein-based nanomaterials and protein cages for drug delivery. Here, we use single-molecule force spectroscopy (AFM-SMFS), protein engineering, and computer simulations to evaluate how dimerization and tetramerization affects the stability of the monomer of Streptavidin, a model homotetrameric protein. The unfolding force directly relates to the folding stability, and we find that monomer of Streptavidin is mechanically stabilized by 40% upon dimerization, and that it is stabilized an additional 24% upon tetramerization. We also find that biotin binding increases stability by another 50% as compared to the apo-tetrameric form. We used the distribution of unfolding forces to extract properties of the underlying energy landscape and found that the distance to the transition state is decreased and the barrier height is increased upon multimerization. Finally, we investigated the origin of the strengthening by ligand binding. We found that, rather than being strengthened through intramolecular contacts, it is strengthened due to the contacts provided by the biotin-binding loop that crosses the interface between the dimers.
Collapse
Affiliation(s)
- Zackary N Scholl
- Program in Computational Biology and Bioinformatics, Duke University , Durham, North Carolina 27708, United States
| | | | | |
Collapse
|
19
|
Jacquot A, Sakamoto C, Razafitianamarahavo A, Caillet C, Merlin J, Fahs A, Ghigo JM, Duval JFL, Beloin C, Francius G. The dynamics and pH-dependence of Ag43 adhesins' self-association probed by atomic force spectroscopy. NANOSCALE 2014; 6:12665-12681. [PMID: 25208582 DOI: 10.1039/c4nr03312d] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Self-associating auto-transporter (SAAT) adhesins are two-domain cell surface proteins involved in bacteria auto-aggregation and biofilm formation. Antigen 43 (Ag43) is a SAAT adhesin commonly found in Escherichia coli whose variant Ag43a has been shown to promote persistence of uropathogenic E. coli within the bladder. The recent resolution of the tri-dimensional structure of the 499 amino-acids' β-domain in Ag43a has shed light on the possible mechanism governing the self-recognition of SAAT adhesins, in particular the importance of trans-interactions between the L shaped β-helical scaffold of two α-domains of neighboring adhesins. In this study, we use single-molecule force spectroscopy (SMFS) and dynamic force spectroscopy (DFS) to unravel the dynamics of Ag43-self association under various pH and molecular elongation rate conditions that mimic the situations encountered by E. coli in its natural environment. Results evidenced an important stretchability of Ag43α with unfolding of sub-domains leading to molecular extension as long as 150 nm. Nanomechanical analysis of molecular stretching data suggested that self-association of Ag43 can lead to the formation of dimers and tetramers driven by rapid and weak cis- as well as slow but strong trans-interaction forces with a magnitude as large as 100-250 pN. The dynamics of cis- and trans-interactions were demonstrated to be strongly influenced by pH and applied shear force, thus suggesting that environmental conditions can modulate Ag43-mediated aggregation of bacteria at the molecular level.
Collapse
Affiliation(s)
- Adrien Jacquot
- Université de Lorraine, Laboratoire de Chimie Physique et Microbiologie pour l'Environnement, UMR 7564, Villers-lès-Nancy, F-54601, France
| | | | | | | | | | | | | | | | | | | |
Collapse
|
20
|
Hu X, Li H. Force spectroscopy studies on protein-ligand interactions: a single protein mechanics perspective. FEBS Lett 2014; 588:3613-20. [PMID: 24747422 DOI: 10.1016/j.febslet.2014.04.009] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2014] [Revised: 04/07/2014] [Accepted: 04/08/2014] [Indexed: 01/04/2023]
Abstract
Protein-ligand interactions are ubiquitous and play important roles in almost every biological process. The direct elucidation of the thermodynamic, structural and functional consequences of protein-ligand interactions is thus of critical importance to decipher the mechanism underlying these biological processes. A toolbox containing a variety of powerful techniques has been developed to quantitatively study protein-ligand interactions in vitro as well as in living systems. The development of atomic force microscopy-based single molecule force spectroscopy techniques has expanded this toolbox and made it possible to directly probe the mechanical consequence of ligand binding on proteins. Many recent experiments have revealed how ligand binding affects the mechanical stability and mechanical unfolding dynamics of proteins, and provided mechanistic understanding on these effects. The enhancement effect of mechanical stability by ligand binding has been used to help tune the mechanical stability of proteins in a rational manner and develop novel functional binding assays for protein-ligand interactions. Single molecule force spectroscopy studies have started to shed new lights on the structural and functional consequence of ligand binding on proteins that bear force under their biological settings.
Collapse
Affiliation(s)
- Xiaotang Hu
- State Key Laboratory of Precision Measurements Technology and Instruments, School of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin 300072, PR China
| | - Hongbin Li
- State Key Laboratory of Precision Measurements Technology and Instruments, School of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin 300072, PR China; Department of Chemistry, University of British Columbia, Vancouver, BC V6T 1Z1, Canada.
| |
Collapse
|
21
|
|
22
|
Bertz M, Buchner J, Rief M. Mechanical Stability of the Antibody Domain CH3 Homodimer in Different Oxidation States. J Am Chem Soc 2013; 135:15085-91. [DOI: 10.1021/ja405076j] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Morten Bertz
- Physik Department
E22, Technische Universität München, James-Franck-Straße 1, 85748 Garching, Germany
| | - Johannes Buchner
- Chemie Department, Technische Universität München, Lichtenbergstraße 4, 85748 Garching, Germany
- Munich Center for Integrated Protein Science (CIPSM), 81377 München, Germany
| | - Matthias Rief
- Physik Department
E22, Technische Universität München, James-Franck-Straße 1, 85748 Garching, Germany
- Munich Center for Integrated Protein Science (CIPSM), 81377 München, Germany
| |
Collapse
|
23
|
Madariaga-Mazón A, González-Andrade M, González MDC, Glenn AE, Cerda-García-Rojas CM, Mata R. Absolute configuration of acremoxanthone C, a potent calmodulin inhibitor from Purpureocillium lilacinum. JOURNAL OF NATURAL PRODUCTS 2013; 76:1454-1460. [PMID: 23876004 DOI: 10.1021/np4002477] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Bioassay-guided fractionation of an extract prepared from the culture medium and mycelium of Purpureocillium lilacinum allowed the isolation of two calmodulin (CaM) inhibitors, namely, acremoxanthone C (1) and acremonidin A (2). The absolute configuration of 1 was established as 2R, 3R, 1'S, 11'S, and 14'R through extensive NMR spectroscopy and molecular modeling calculations at the DFT B3LYP/DGDZVP level, which included the comparison between theoretical and experimental specific rotation, ³J(C,H), and ³J(H,H) values. Compounds 1 and 2 bind to the human calmodulin (hCaM) biosensor hCaM M124C-mBBr, with dissociation constants (Kd) of 18.25 and 19.40 nM, respectively, 70-fold higher than that of chlorpromazine (Kd = 1.24 μM), used as positive control. Docking analysis using AutoDock 4.2 predicted that 1 and 2 bind to CaM at a similar site to that which KAR-2 binds, which is unusual. Furthermore, a novel, sensible, and specific fluorescent biosensor of hCaM, i.e., hCaM T110C-mBBr, was constructed; this device is labeled at a site where classical inhibitors do not interact and was successfully applied to measure the interaction of 1 with CaM. This is the first report of xanthone-anthraquinone heterodimers in species of Paecilomyces or Purpureocillium genera.
Collapse
|
24
|
González-Andrade M, Mata R, Madariaga-Mazón A, Rodríguez-Sotres R, Del Pozo-Yauner L, Sosa-Peinado A. Importance of the interaction protein-protein of the CaM-PDE1A and CaM-MLCK complexes in the development of new anti-CaM drugs. J Mol Recognit 2013; 26:165-74. [PMID: 23456740 DOI: 10.1002/jmr.2261] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2012] [Revised: 11/16/2012] [Accepted: 12/12/2012] [Indexed: 11/07/2022]
Abstract
Protein-protein interactions play central roles in physiological and pathological processes. The bases of the mechanisms of drug action are relevant to the discovery of new therapeutic targets. This work focuses on understanding the interactions in protein-protein-ligands complexes, using proteins calmodulin (CaM), human calcium/calmodulin-dependent 3',5'-cyclic nucleotide phosphodiesterase 1A active human (PDE1A), and myosin light chain kinase (MLCK) and ligands αII-spectrin peptide (αII-spec), and two inhibitors of CaM (chlorpromazine (CPZ) and malbrancheamide (MBC)). The interaction was monitored with a fluorescent biosensor of CaM (hCaM M124C-mBBr). The results showed changes in the affinity of CPZ and MBC depending on the CaM-protein complex under analysis. For the Ca(2+) -CaM, Ca(2+) -CaM-PDE1A, and Ca(2+) -CaM-MLCK complexes, CPZ apparent dissociation constants (Kds ) were 1.11, 0.28, and 0.55 μM, respectively; and for MBC Kds were 1.43, 1.10, and 0.61 μM, respectively. In competition experiments the addition of calmodulin binding peptide 1 (αII-spec) to Ca(2+) -hCaM M124C-mBBr quenched the fluorescence (Kd = 2.55 ± 1.75 pM) and the later addition of MBC (up to 16 μM) did not affect the fluorescent signal. Instead, the additions of αII-spec to a preformed Ca(2+) -hCaM M124C-mBBr-MBC complex modified the fluorescent signal. However, MBC was able to displace the PDE1A and MLCK from its complex with Ca(2+) -CaM. In addition, docking studies were performed for all complexes with both ligands showing an excellent correlation with experimental data. These experiments may help to explain why in vivo many CaM drugs target prefer only a subset of the Ca(2+) -CaM regulated proteins and adds to the understanding of molecular interactions between protein complexes and small ligands.
Collapse
|
25
|
Scholl ZN, Marszalek PE. Improving single molecule force spectroscopy through automated real-time data collection and quantification of experimental conditions. Ultramicroscopy 2013; 136:7-14. [PMID: 24001740 DOI: 10.1016/j.ultramic.2013.07.020] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2013] [Revised: 07/17/2013] [Accepted: 07/25/2013] [Indexed: 12/30/2022]
Abstract
The benefits of single molecule force spectroscopy (SMFS) clearly outweigh the challenges which include small sample sizes, tedious data collection and introduction of human bias during the subjective data selection. These difficulties can be partially eliminated through automation of the experimental data collection process for atomic force microscopy (AFM). Automation can be accomplished using an algorithm that triages usable force-extension recordings quickly with positive and negative selection. We implemented an algorithm based on the windowed fast Fourier transform of force-extension traces that identifies peaks using force-extension regimes to correctly identify usable recordings from proteins composed of repeated domains. This algorithm excels as a real-time diagnostic because it involves <30 ms computational time, has high sensitivity and specificity, and efficiently detects weak unfolding events. We used the statistics provided by the automated procedure to clearly demonstrate the properties of molecular adhesion and how these properties change with differences in the cantilever tip and protein functional groups and protein age.
Collapse
Affiliation(s)
- Zackary N Scholl
- Program in Computational Biology and Bioinformatics, Duke University, Durham, NC 27708, USA.
| | | |
Collapse
|
26
|
Bujalowski PJ, Oberhauser AF. Tracking unfolding and refolding reactions of single proteins using atomic force microscopy methods. Methods 2013; 60:151-60. [PMID: 23523554 DOI: 10.1016/j.ymeth.2013.03.010] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2012] [Revised: 03/07/2013] [Accepted: 03/11/2013] [Indexed: 11/26/2022] Open
Abstract
During the last two decades single-molecule manipulation techniques such as atomic force microscopy (AFM) has risen to prominence through their unique capacity to provide fundamental information on the structure and function of biomolecules. Here we describe the use of single-molecule AFM to track protein unfolding and refolding pathways, enzymatic catalysis and the effects of osmolytes and chaperones on protein stability and folding. We will outline the principles of operation for two different AFM pulling techniques: length clamp and force-clamp and discuss prominent applications. We provide protocols for the construction of polyproteins which are amenable for AFM experiments, the preparation of different coverslips, choice and calibration of AFM cantilevers. We also discuss the selection criteria for AFM recordings, the calibration of AFM cantilevers, protein sample preparations and analysis of the obtained data.
Collapse
Affiliation(s)
- Paul J Bujalowski
- Department of Biochemistry and Molecular Biology, University of Texas Medical Branch at Galveston, TX 77555, USA
| | | |
Collapse
|
27
|
Heidarsson PO, Naqvi MM, Sonar P, Valpapuram I, Cecconi C. Conformational Dynamics of Single Protein Molecules Studied by Direct Mechanical Manipulation. DYNAMICS OF PROTEINS AND NUCLEIC ACIDS 2013; 92:93-133. [DOI: 10.1016/b978-0-12-411636-8.00003-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
|
28
|
Zoldák G, Rief M. Force as a single molecule probe of multidimensional protein energy landscapes. Curr Opin Struct Biol 2012; 23:48-57. [PMID: 23279960 DOI: 10.1016/j.sbi.2012.11.007] [Citation(s) in RCA: 109] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2012] [Revised: 11/26/2012] [Accepted: 11/26/2012] [Indexed: 01/06/2023]
Abstract
Force spectroscopy has developed into an indispensable tool for studying folding and binding of proteins on a single molecule level in real time. Design of the pulling geometry allows tuning the reaction coordinate in a very precise manner. Many recent experiments have taken advantage of this possibility and have provided detailed insight the folding pathways on the complex high dimensional energy landscape. Beyond its potential to provide control over the reaction coordinate, force is also an important physiological parameter that affects protein conformation under in vivo conditions. Single molecule force spectroscopy studies have started to unravel the response and adaptation of force bearing protein structures to mechanical loads.
Collapse
Affiliation(s)
- Gabriel Zoldák
- Physik Department E22, Technische Universität München, James-Franck-Strasse, 85748 Garching, Germany
| | | |
Collapse
|
29
|
Negi S, Aykut AO, Atilgan AR, Atilgan C. Calmodulin readily switches conformation upon protonating high pKa acidic residues. J Phys Chem B 2012; 116:7145-53. [PMID: 22624501 DOI: 10.1021/jp3032995] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
We investigate protonation as a possible route for triggering conformational change in proteins by focusing on the calmodulin (CaM) example. Two hundred nanosecond molecular dynamics (MD) simulations are performed on both the extended and compact forms of calcium loaded CaM. The stability of both structures is confirmed under prevailing conditions. Protonation of nine acidic residues with upshifted pK(a) values leads to a large conformational change in less than 100 ns. The structure attained is consistent with fluorescence resonance energy transfer experimental results as well as structures from an ensemble compatible with NMR data. Analysis of the MD trajectories summing up to one microsecond implies that the key events leading to the completion of the conformational change begins with an initial formation of a salt bridge between the N-lobe and the linker, followed by the bending of the C-lobe and the organization of a stabilizing hydrophobic patch between the lobes. We find that CaM utilizes its Ca(2+) ions to harden/soften different regions so as to achieve various conformations. Thus, barrier crossing between extended and compact forms of CaM which is normally a rare event due to the repulsive electrostatic interactions between the two lobes is facilitated by protonation of high pK(a) residues. The results delineate how pH changes might be utilized in the cell to achieve different conformation-related functions.
Collapse
Affiliation(s)
- Sunita Negi
- Sabanci University, Faculty of Engineering & Natural Sciences, Tuzla, 34956 Istanbul, Turkey
| | | | | | | |
Collapse
|
30
|
Biosensor for on-line fluorescent detection of trifluoroperazine based on genetically modified calmodulin. Anal Bioanal Chem 2012; 402:3211-8. [PMID: 22331049 DOI: 10.1007/s00216-011-5701-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2011] [Revised: 12/27/2011] [Accepted: 12/29/2011] [Indexed: 10/28/2022]
Abstract
This paper describes the development of a novel on-line biosensor based on a fluorescently labeled human calmodulin (CaM), hCaM M124C-mBBr, immobilized on controlled-pore glass (CPG), for the analysis of trifluoroperazine (TFP); a phenothiazine drug in human urine samples. The device was automated by packing hCaM M124C-mBBr-CPG in a continuous-flow microcell connected to a monitoring system, composed of a bifurcated optical fiber coupled to a spectrofluorometer. Operating parameters of the on-line biosensor (flow rate, sample injection volume, and carrier solution and buffer pH) were studied and optimized. Under the optimal conditions, the biosensor provides a detection and a quantification limit of 0.24 and 0.52 μg mL(-1), respectively, and a dynamic range from 0.52 to 61.05 μg mL(-1) TFP (n = 5, correlation coefficient 0.998). The response time (t(100)) was shorter than 42 s (recovery time <4.5 min) and reproducibility and repeatability of the TFP measurements, within the linear response range, were lower than 1.4 and 2.7%, respectively. The device was successfully applied to the analysis of TFP in spiked human urine samples with recoveries ranging between 97 and 101% and with RSDs lower than 5.9%.
Collapse
|
31
|
Lee W, Zeng X, Rotolo K, Yang M, Schofield CJ, Bennett V, Yang W, Marszalek PE. Mechanical anisotropy of ankyrin repeats. Biophys J 2012; 102:1118-26. [PMID: 22404934 DOI: 10.1016/j.bpj.2012.01.046] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2011] [Revised: 01/09/2012] [Accepted: 01/20/2012] [Indexed: 12/19/2022] Open
Abstract
Red blood cells are frequently deformed and their cytoskeletal proteins such as spectrin and ankyrin-R are repeatedly subjected to mechanical forces. While the mechanics of spectrin was thoroughly investigated in vitro and in vivo, little is known about the mechanical behavior of ankyrin-R. In this study, we combine coarse-grained steered molecular dynamics simulations and atomic force spectroscopy to examine the mechanical response of ankyrin repeats (ARs) in a model synthetic AR protein NI6C, and in the D34 fragment of native ankyrin-R when these proteins are subjected to various stretching geometry conditions. Our steered molecular dynamics results, supported by AFM measurements, reveal an unusual mechanical anisotropy of ARs: their mechanical stability is greater when their unfolding is forced to propagate from the N-terminus toward the C-terminus (repeats unfold at ~60 pN), as compared to the unfolding in the opposite direction (unfolding force ∼ 30 pN). This anisotropy is also reflected in the complex refolding behavior of ARs. The origin of this unfolding and refolding anisotropy is in the various numbers of native contacts that are broken and formed at the interfaces between neighboring repeats depending on the unfolding/refolding propagation directions. Finally, we discuss how these complex mechanical properties of ARs in D34 may affect its behavior in vivo.
Collapse
Affiliation(s)
- Whasil Lee
- Center for Biologically Inspired Materials and Material Systems and Department of Mechanical Engineering and Materials Science, Duke University, Durham, North Carolina, USA
| | | | | | | | | | | | | | | |
Collapse
|
32
|
He Y, Lu M, Cao J, Lu HP. Manipulating protein conformations by single-molecule AFM-FRET nanoscopy. ACS NANO 2012; 6:1221-9. [PMID: 22276737 PMCID: PMC3662055 DOI: 10.1021/nn2038669] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
Combining atomic force microscopy and fluorescence resonance energy transfer spectroscopy (AFM-FRET), we have developed a single-molecule AFM-FRET nanoscopy approach capable of effectively pinpointing and mechanically manipulating a targeted dye-labeled single protein in a large sampling area and simultaneously monitoring the conformational changes of the targeted protein by recording single-molecule FRET time trajectories. We have further demonstrated an application of using this nanoscopy on manipulation of single-molecule protein conformation and simultaneous single-molecule FRET measurement of a Cy3-Cy5-labeled kinase enzyme, HPPK (6-hydroxymethyl-7,8-dihydropterin pyrophosphokinase). By analyzing time-resolved FRET trajectories and correlated AFM force pulling curves of the targeted single-molecule enzyme, we are able to observe the protein conformational changes of a specific coordination by AFM mechanic force pulling.
Collapse
|
33
|
Atilgan AR, Aykut AO, Atilgan C. Subtle pH differences trigger single residue motions for moderating conformations of calmodulin. J Chem Phys 2011; 135:155102. [DOI: 10.1063/1.3651807] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
|
34
|
Horejs C, Ristl R, Tscheliessnig R, Sleytr UB, Pum D. Single-molecule force spectroscopy reveals the individual mechanical unfolding pathways of a surface layer protein. J Biol Chem 2011; 286:27416-24. [PMID: 21690085 PMCID: PMC3149335 DOI: 10.1074/jbc.m111.251322] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2011] [Revised: 06/15/2011] [Indexed: 12/14/2022] Open
Abstract
Surface layers (S-layers) represent an almost universal feature of archaeal cell envelopes and are probably the most abundant bacterial cell proteins. S-layers are monomolecular crystalline structures of single protein or glycoprotein monomers that completely cover the cell surface during all stages of the cell growth cycle, thereby performing their intrinsic function under a constant intra- and intermolecular mechanical stress. In gram-positive bacteria, the individual S-layer proteins are anchored by a specific binding mechanism to polysaccharides (secondary cell wall polymers) that are linked to the underlying peptidoglycan layer. In this work, atomic force microscopy-based single-molecule force spectroscopy and a polyprotein approach are used to study the individual mechanical unfolding pathways of an S-layer protein. We uncover complex unfolding pathways involving the consecutive unfolding of structural intermediates, where a mechanical stability of 87 pN is revealed. Different initial extensibilities allow the hypothesis that S-layer proteins adapt highly stable, mechanically resilient conformations that are not extensible under the presence of a pulling force. Interestingly, a change of the unfolding pathway is observed when individual S-layer proteins interact with secondary cell wall polymers, which is a direct signature of a conformational change induced by the ligand. Moreover, the mechanical stability increases up to 110 pN. This work demonstrates that single-molecule force spectroscopy offers a powerful tool to detect subtle changes in the structure of an individual protein upon binding of a ligand and constitutes the first conformational study of surface layer proteins at the single-molecule level.
Collapse
Affiliation(s)
| | - Robin Ristl
- From the Department for Nanobiotechnology and
| | - Rupert Tscheliessnig
- the Austrian Centre of Industrial Biotechnology, c/o Institute for Biotechnology, University of Natural Resources and Life Sciences, 1190 Vienna, Austria
| | | | - Dietmar Pum
- From the Department for Nanobiotechnology and
| |
Collapse
|
35
|
The effect of macromolecular crowding, ionic strength and calcium binding on calmodulin dynamics. PLoS Comput Biol 2011; 7:e1002114. [PMID: 21829336 PMCID: PMC3145654 DOI: 10.1371/journal.pcbi.1002114] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2011] [Accepted: 05/23/2011] [Indexed: 11/20/2022] Open
Abstract
The flexibility in the structure of calmodulin (CaM) allows its binding to over 300 target proteins in the cell. To investigate the structure-function relationship of CaM, we combined methods of computer simulation and experiments based on circular dichroism (CD) to investigate the structural characteristics of CaM that influence its target recognition in crowded cell-like conditions. We developed a unique multiscale solution of charges computed from quantum chemistry, together with protein reconstruction, coarse-grained molecular simulations, and statistical physics, to represent the charge distribution in the transition from apoCaM to holoCaM upon calcium binding. Computationally, we found that increased levels of macromolecular crowding, in addition to calcium binding and ionic strength typical of that found inside cells, can impact the conformation, helicity and the EF hand orientation of CaM. Because EF hand orientation impacts the affinity of calcium binding and the specificity of CaM's target selection, our results may provide unique insight into understanding the promiscuous behavior of calmodulin in target selection inside cells. Proteins are workhorses for driving biological functions inside cells. Calmodulin (CaM) is a protein that can carry cellular signals by triggered conformational changes due to calcium binding that alters target binding. Interestingly, CaM is able to bind over 300 targets. One of the challenges in characterizing CaM's ability to bind multiple targets lies in that CaM is a flexible protein and its structure is easily modulated by the physicochemical changes in its surroundings, particularly inside a complex cellular milieu. In order to determine structure-function relationships of CaM, we employed a combined approach of experiments, computer simulations and statistical physics in the investigation of the effect of calcium-binding, salt concentration, and macromolecular crowding on CaM. The results revealed unique folding energy landscapes of CaM in the absence and presence of calcium ions and the structural implications of CaM are interpreted under cell-like conditions. Further, a large conformational change in CaM in response to environmental impacts, dictates the packing of local helices that may be critical to its function of target binding and recognition among vast target selections.
Collapse
|
36
|
Mikhaylova M, Hradsky J, Kreutz MR. Between promiscuity and specificity: novel roles of EF-hand calcium sensors in neuronal Ca2+ signalling. J Neurochem 2011; 118:695-713. [PMID: 21722133 DOI: 10.1111/j.1471-4159.2011.07372.x] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
In recent years, substantial progress has been made towards an understanding of the physiological function of EF-hand calcium sensor proteins of the Calmodulin (CaM) superfamily in neurons. This deeper appreciation is based on the identification of novel target interactions, structural studies and the discovery of novel signalling mechanisms in protein trafficking and synaptic plasticity, in which CaM-like sensor proteins appear to play a role. However, not all interactions are of plausible physiological relevance and in many cases it is not yet clear how the CaM signaling network relates to the proposed function of other EF-hand sensors. In this review, we will summarize these findings and address some of the open questions on the functional role of EF-hand calcium binding proteins in neurons.
Collapse
Affiliation(s)
- Marina Mikhaylova
- PG Neuroplasticity, Leibniz-Institute for Neurobiology, Magdeburg, Germany
| | | | | |
Collapse
|
37
|
Li Z, Qiu D, Xu K, Sridharan I, Qian X, Wang R. Analysis of affinity maps of membrane proteins on individual human embryonic stem cells. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2011; 27:8294-8301. [PMID: 21657204 DOI: 10.1021/la200817b] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
The heterogeneity found in many cell types has greatly inspired research in single-cell gene and protein profiling for discovering the origin of heterogeneity and its role in cell fate decisions. Among the existing techniques to probe heterogeneity, atomic force microscopy (AFM) utilizes an antibody/ligand-modified tip to explore the distribution of a target membrane protein on individual cells in their native environment. In this paper, we establish a practical model to analyze the data systematically, and attempt the quantification of membrane protein abundance on single cells by taking account issues, such as the level of nonspecific interaction, the probe resolution, and the reproducibility of detecting protein distribution. We demonstrated the application in examining the heterogeneous distribution and the local protein abundance of TRA-1-81 antigen on human embryonic stem (hES) cells at the subcellular level. Heterogeneity in TRA-1-81 expression was also detected at the single cell level, suggesting the presence of subpopulation cells within an undifferentiated hES cell colony. The method provides a platform to unveiling the correlation between heterogeneity of membrane proteins and cell development in a complex cell community.
Collapse
Affiliation(s)
- Zhaoxia Li
- Department of Biological, Chemical and Physical Sciences, Illinois Institute of Technology, Chicago, Illinois 60616, USA
| | | | | | | | | | | |
Collapse
|
38
|
Hui S, Choi J, Zaidi S, Momen A, Steinbach SK, Sadi AM, Ban K, Husain M. Peptide-Mediated Disruption of Calmodulin–Cyclin E Interactions Inhibits Proliferation of Vascular Smooth Muscle Cells and Neointima Formation. Circ Res 2011; 108:1053-62. [DOI: 10.1161/circresaha.110.239483] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Sonya Hui
- From the Division of Cell and Molecular Biology (S.H., J.C., S.Z., A.M., S.K.S., A.-M.S., K.B., M.H.), Toronto General Hospital Research Institute; and Heart & Stroke Richard Lewar Centre of Excellence in Cardiovascular Research (M.H.), Institute of Medical Science (J.C., M.H.), and Departments of Medicine (S.Z., M.H.) and Physiology (S.H., K.B., M.H.), University of Toronto, Canada
| | - Jaehyun Choi
- From the Division of Cell and Molecular Biology (S.H., J.C., S.Z., A.M., S.K.S., A.-M.S., K.B., M.H.), Toronto General Hospital Research Institute; and Heart & Stroke Richard Lewar Centre of Excellence in Cardiovascular Research (M.H.), Institute of Medical Science (J.C., M.H.), and Departments of Medicine (S.Z., M.H.) and Physiology (S.H., K.B., M.H.), University of Toronto, Canada
| | - Syed Zaidi
- From the Division of Cell and Molecular Biology (S.H., J.C., S.Z., A.M., S.K.S., A.-M.S., K.B., M.H.), Toronto General Hospital Research Institute; and Heart & Stroke Richard Lewar Centre of Excellence in Cardiovascular Research (M.H.), Institute of Medical Science (J.C., M.H.), and Departments of Medicine (S.Z., M.H.) and Physiology (S.H., K.B., M.H.), University of Toronto, Canada
| | - Abdul Momen
- From the Division of Cell and Molecular Biology (S.H., J.C., S.Z., A.M., S.K.S., A.-M.S., K.B., M.H.), Toronto General Hospital Research Institute; and Heart & Stroke Richard Lewar Centre of Excellence in Cardiovascular Research (M.H.), Institute of Medical Science (J.C., M.H.), and Departments of Medicine (S.Z., M.H.) and Physiology (S.H., K.B., M.H.), University of Toronto, Canada
| | - Sarah K. Steinbach
- From the Division of Cell and Molecular Biology (S.H., J.C., S.Z., A.M., S.K.S., A.-M.S., K.B., M.H.), Toronto General Hospital Research Institute; and Heart & Stroke Richard Lewar Centre of Excellence in Cardiovascular Research (M.H.), Institute of Medical Science (J.C., M.H.), and Departments of Medicine (S.Z., M.H.) and Physiology (S.H., K.B., M.H.), University of Toronto, Canada
| | - Al-Muktafi Sadi
- From the Division of Cell and Molecular Biology (S.H., J.C., S.Z., A.M., S.K.S., A.-M.S., K.B., M.H.), Toronto General Hospital Research Institute; and Heart & Stroke Richard Lewar Centre of Excellence in Cardiovascular Research (M.H.), Institute of Medical Science (J.C., M.H.), and Departments of Medicine (S.Z., M.H.) and Physiology (S.H., K.B., M.H.), University of Toronto, Canada
| | - Kiwon Ban
- From the Division of Cell and Molecular Biology (S.H., J.C., S.Z., A.M., S.K.S., A.-M.S., K.B., M.H.), Toronto General Hospital Research Institute; and Heart & Stroke Richard Lewar Centre of Excellence in Cardiovascular Research (M.H.), Institute of Medical Science (J.C., M.H.), and Departments of Medicine (S.Z., M.H.) and Physiology (S.H., K.B., M.H.), University of Toronto, Canada
| | - Mansoor Husain
- From the Division of Cell and Molecular Biology (S.H., J.C., S.Z., A.M., S.K.S., A.-M.S., K.B., M.H.), Toronto General Hospital Research Institute; and Heart & Stroke Richard Lewar Centre of Excellence in Cardiovascular Research (M.H.), Institute of Medical Science (J.C., M.H.), and Departments of Medicine (S.Z., M.H.) and Physiology (S.H., K.B., M.H.), University of Toronto, Canada
| |
Collapse
|
39
|
Ferreon ACM, Deniz AA. Protein folding at single-molecule resolution. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2011; 1814:1021-9. [PMID: 21303706 DOI: 10.1016/j.bbapap.2011.01.011] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2010] [Revised: 01/22/2011] [Accepted: 01/25/2011] [Indexed: 12/15/2022]
Abstract
The protein folding reaction carries great significance for cellular function and hence continues to be the research focus of a large interdisciplinary protein science community. Single-molecule methods are providing new and powerful tools for dissecting the mechanisms of this complex process by virtue of their ability to provide views of protein structure and dynamics without associated ensemble averaging. This review briefly introduces common FRET and force methods, and then explores several areas of protein folding where single-molecule experiments have yielded insights. These include exciting new information about folding landscapes, dynamics, intermediates, unfolded ensembles, intrinsically disordered proteins, assisted folding and biomechanical unfolding. Emerging and future work is expected to include advances in single-molecule techniques aimed at such investigations, and increasing work on more complex systems from both the physics and biology standpoints, including folding and dynamics of systems of interacting proteins and of proteins in cells and organisms. This article is part of a Special Issue entitled: Protein Dynamics: Experimental and Computational Approaches.
Collapse
Affiliation(s)
- Allan Chris M Ferreon
- Department of Molecular Biology, The Scripps Research Institute, 10550 North Torrey Pines MB-19, La Jolla, CA 92037, USA
| | | |
Collapse
|
40
|
Diezemann G, Schlesier T, Geil B, Janshoff A. Statistics of reversible bond dynamics observed in force-clamp spectroscopy. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2010; 82:051132. [PMID: 21230462 DOI: 10.1103/physreve.82.051132] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/10/2010] [Revised: 09/06/2010] [Indexed: 05/30/2023]
Abstract
We present a detailed analysis of two-state trajectories obtained from force-clamp spectroscopy (FCS) of reversibly bonded systems. FCS offers the unique possibility to vary the equilibrium constant in two-state kinetics, for instance, the unfolding and refolding of biomolecules, over many orders of magnitude due to the force dependence of the respective rates. We discuss two different kinds of counting statistics, the event counting usually employed in the statistical analysis of two-state kinetics and additionally the so-called cycle counting. While in the former case all transitions are counted, cycle counting means that we focus on one type of transitions. This might be advantageous in particular if the equilibrium constant is much larger or much smaller than unity because in these situations the temporal resolution of the experimental setup might not allow to capture all transitions of an event-counting analysis. We discuss how an analysis of FCS data for complex systems exhibiting dynamic disorder might be performed yielding information about the detailed force dependence of the transition rates and about the time scale of the dynamic disorder. In addition, the question as to which extent the kinetic scheme can be viewed as a Markovian two-state model is discussed.
Collapse
Affiliation(s)
- Gregor Diezemann
- Institut für Physikalische Chemie, Universität Mainz, Welderweg 11, 55099 Mainz, Germany
| | | | | | | |
Collapse
|
41
|
Li Z, Qiu D, Sridharan I, Qian X, Zhang H, Zhang C, Wang R. Spatially resolved quantification of E-cadherin on target hES cells. J Phys Chem B 2010; 114:2894-900. [PMID: 20131884 DOI: 10.1021/jp906737q] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
The local expression and distribution pattern of protein on a cell play essential roles in signal transduction within a cell or between cells. Here we report on the development of a spatially resolved quantification method, which was applied in the study of E-cadherin local expression in identified undifferentiated and differentiated human embryonic stem (hES) cells in their native cellular environment. This was achieved by a novel immunofluorescence assisted affinity mapping (IF-AM) method, in which immunofluorescence provides the guidance to locate a desired type of cell in a cell community for performing affinity mapping to quantify the local protein density. The results unveiled the crucial role of E-cadherin in mediating hES cell proliferation and differentiation: the expression of E-cadherin is markedly higher on undifferentiated cells, and the growth of hES cells in unique colonies is contingent on the homogeneous distribution of E-cadherin. Due to the ability of directly assessing individual proteins of a cell, the IF-AM method is shown to be a sensitive tool for resolving subtle differences in the local expression of membrane proteins even at low abundance.
Collapse
Affiliation(s)
- Zhaoxia Li
- Department of Biological, Chemical, and Physical Sciences, Illinois Institute of Technology, Chicago, Illinois 60616, USA
| | | | | | | | | | | | | |
Collapse
|
42
|
Evidence for a Broad Transition-State Ensemble in Calmodulin Folding from Single-Molecule Force Spectroscopy. Angew Chem Int Ed Engl 2010; 49:3306-9. [DOI: 10.1002/anie.200905747] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
|
43
|
Junker J, Rief M. Nachweis für ein breites Ensemble von Übergangszuständen bei der Faltung von Calmodulin durch Einzelmolekül-Kraftspektroskopie. Angew Chem Int Ed Engl 2010. [DOI: 10.1002/ange.200905747] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
|