1
|
Komarov IV, Bugrov VA, Cherednychenko A, Grygorenko OO. Insights into Modeling Approaches in Chemistry: Assessing Ligand-Protein Binding Thermodynamics Based on Rigid-Flexible Model Molecules. CHEM REC 2024; 24:e202300276. [PMID: 37847887 DOI: 10.1002/tcr.202300276] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 09/29/2023] [Indexed: 10/19/2023]
Abstract
In the field of chemistry, model compounds find extensive use for investigating complex objects. One prime example of such object is the protein-ligand supramolecular interaction. Prediction the enthalpic and entropic contribution to the free energy associated with this process, as well as the structural and dynamic characteristics of protein-ligand complexes poses considerable challenges. This review exemplifies modeling approaches used to study protein-ligand binding (PLB) thermodynamics by employing pairs of conformationally constrained/flexible model molecules. Strategically designing the model molecules can reduce the number of variables that influence thermodynamic parameters. This enables scientists to gain deeper insights into the enthalpy and entropy of PLB, which is relevant for medicinal chemistry and drug design. The model studies reviewed here demonstrate that rigidifying ligands may induce compensating changes in the enthalpy and entropy of binding. Some "rules of thumb" have started to emerge on how to minimize entropy-enthalpy compensation and design efficient rigidified or flexible ligands.
Collapse
Affiliation(s)
- Igor V Komarov
- Taras Shevchenko National University of Kyiv, Volodymyrska Street 60, Kyiv, 01601, Ukraine
- Enamine Ltd., Winston Churchill Street 78, Kyiv, 02094, Ukraine
| | - Volodymyr A Bugrov
- Taras Shevchenko National University of Kyiv, Volodymyrska Street 60, Kyiv, 01601, Ukraine
| | - Anton Cherednychenko
- Taras Shevchenko National University of Kyiv, Volodymyrska Street 60, Kyiv, 01601, Ukraine
- Enamine Ltd., Winston Churchill Street 78, Kyiv, 02094, Ukraine
| | - Oleksandr O Grygorenko
- Taras Shevchenko National University of Kyiv, Volodymyrska Street 60, Kyiv, 01601, Ukraine
- Enamine Ltd., Winston Churchill Street 78, Kyiv, 02094, Ukraine
| |
Collapse
|
2
|
Mortezazadeh S, Demeler B. Systematic noise removal from analytical ultracentrifugation data with UltraScan. EUROPEAN BIOPHYSICS JOURNAL : EBJ 2023; 52:203-213. [PMID: 36786920 PMCID: PMC10423743 DOI: 10.1007/s00249-023-01631-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 12/29/2022] [Accepted: 01/23/2023] [Indexed: 02/15/2023]
Abstract
A method for removing time- and radially invariant noise from sedimentation velocity and sedimentation equilibrium experiments performed in an analytical ultracentrifuge is presented. The method averages repeat radial incident light measurements as a function of the photomultiplier response at different wavelengths to remove the majority of the time-invariant noise contributions from intensity data measurements. The results of this method are compared to traditional absorbance data generated with a buffer reference and the Beckman Optima AUC data acquisition program, and with the standard UltraScan refinement workflow. The method avoids the amplification of stochastic noise inherent in the absorbance scan subtraction traditionally employed in sedimentation velocity and equilibrium data. In addition, the collection of intensity data frees up the reference channel for additional samples, doubling the capacity of the instrument. In comparison to absorbance data, the residual mean square deviation of a fitted sedimentation velocity experiment without additional noise correction by UltraScan was improved by a factor of 4.5 when using the new method. This improvement benefits sedimentation equilibrium experiments as well as analytical buoyant density equilibrium experiments where routine time-invariant noise correction calculations cannot be performed.
Collapse
Affiliation(s)
- Saeed Mortezazadeh
- Department of Chemistry and Biochemistry, University of Lethbridge, Lethbridge, AB, T1K3M4, Canada
| | - Borries Demeler
- Department of Chemistry and Biochemistry, University of Lethbridge, Lethbridge, AB, T1K3M4, Canada.
- Department of Chemistry and Biochemistry, University of Montana, Missoula, MT, 59812, United States.
| |
Collapse
|
3
|
Ranasinghe M, Fogg JM, Catanese DJ, Zechiedrich L, Demeler B. Suitability of double-stranded DNA as a molecular standard for the validation of analytical ultracentrifugation instruments. EUROPEAN BIOPHYSICS JOURNAL : EBJ 2023; 52:267-280. [PMID: 37501021 PMCID: PMC10530205 DOI: 10.1007/s00249-023-01671-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 06/24/2023] [Accepted: 06/25/2023] [Indexed: 07/29/2023]
Abstract
To address the current lack of validated molecular standards for analytical ultracentrifugation (AUC), we investigated the suitability of double-stranded DNA molecules. We compared the hydrodynamic properties of linear and circular DNA as a function of temperature. Negatively supercoiled, nicked, and linearized 333 and 339 bp minicircles were studied. We quantified the hydrodynamic properties of these DNAs at five different temperatures, ranging from 4 to 37 °C. To enhance the precision of our measurements, each sample was globally fitted over triplicates and five rotor speeds. The exceptional stability of DNA allowed each sample to be sedimented repeatedly over the course of several months without aggregation or degradation, and with excellent reproducibility. The sedimentation and diffusion coefficients of linearized and nicked minicircle DNA demonstrated a highly homogeneous sample, and increased with temperature, indicating a decrease in friction. The sedimentation of linearized DNA was the slowest; supercoiled DNA sedimented the fastest. With increasing temperature, the supercoiled samples shifted to slower sedimentation, but sedimented faster than nicked minicircles. These results suggest that negatively supercoiled DNA becomes less compact at higher temperatures. The supercoiled minicircles, as purified from bacteria, displayed heterogeneity. Therefore, supercoiled DNA isolated from bacteria is unsuitable as a molecular standard. Linear and nicked samples are well suited as a molecular standard for AUC and have exceptional colloidal stability in an AUC cell. Even after sixty experiments at different speeds and temperatures, measured over the course of 4 months, all topological states of DNA remained colloidal, and their concentrations remained essentially unchanged.
Collapse
Affiliation(s)
- Maduni Ranasinghe
- Department of Chemistry and Biochemistry, University of Lethbridge, Lethbridge, AB, T1K3M4, Canada
| | - Jonathan M Fogg
- Department of Molecular Virology and Microbiology, Verna and Marrs McLean Department of Biochemistry and Molecular Biology, Department of Pharmacology and Chemical Biology, Baylor College of Medicine, One Baylor Plaza, Houston, TX, 77030, USA
| | - Daniel J Catanese
- Department of Biosciences, Rice University, 6100 Main St., Houston, TX, 77005, USA
| | - Lynn Zechiedrich
- Department of Molecular Virology and Microbiology, Verna and Marrs McLean Department of Biochemistry and Molecular Biology, Department of Pharmacology and Chemical Biology, Baylor College of Medicine, One Baylor Plaza, Houston, TX, 77030, USA
| | - Borries Demeler
- Department of Chemistry and Biochemistry, University of Lethbridge, Lethbridge, AB, T1K3M4, Canada.
- Department of Chemistry and Biochemistry, University of Montana, Missoula, MT, 59812, USA.
| |
Collapse
|
4
|
Wang YK, Huang SC, Chang CY, Huang WT, Liao MJ, Yip BS, Chou FP, Li TTH, Wu TK. Multiple Pleomorphic Tetramers of Thermostable Direct Hemolysin from Grimontia hollisae in Exerting Hemolysis and Membrane Binding. Sci Rep 2019; 9:9833. [PMID: 31285470 PMCID: PMC6614540 DOI: 10.1038/s41598-019-46354-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2019] [Accepted: 06/18/2019] [Indexed: 11/20/2022] Open
Abstract
Oligomerization of protein into specific quaternary structures plays important biological functions, including regulation of gene expression, enzymes activity, and cell-cell interactions. Here, we report the determination of two crystal structures of the Grimontia hollisae (formally described as Vibrio hollisae) thermostable direct hemolysin (Gh-TDH), a pore-forming toxin. The toxin crystalized in the same space group of P21212, but with two different crystal packing patterns, each revealing three consistent tetrameric oligomerization forms called Oligomer-I, -II, and -III. A central pore with comparable depth of ~50 Å but differing in shape and size was observed in all determined toxin tetrameric oligomers. A common motif of a toxin dimer was found in all determined structures, suggesting a plausible minimum functional unit within the tetrameric structure in cell membrane binding and possible hemolytic activity. Our results show that bacterial toxins may form a single or highly symmetric oligomerization state when exerting their biological functions. The dynamic nature of multiple symmetric oligomers formed upon release of the toxin may open a niche for bacteria survival in harsh living environments.
Collapse
Affiliation(s)
- Yu-Kuo Wang
- Department of Biological Science and Technology, National Chiao Tung University, Hsin-Chu, 30010, Taiwan, Republic of China
| | - Sheng-Cih Huang
- Department of Biological Science and Technology, National Chiao Tung University, Hsin-Chu, 30010, Taiwan, Republic of China
| | - Chin-Yuan Chang
- Department of Biological Science and Technology, National Chiao Tung University, Hsin-Chu, 30010, Taiwan, Republic of China
| | - Wan-Ting Huang
- Department of Biological Science and Technology, National Chiao Tung University, Hsin-Chu, 30010, Taiwan, Republic of China
| | - Man-Jun Liao
- Department of Biological Science and Technology, National Chiao Tung University, Hsin-Chu, 30010, Taiwan, Republic of China
| | - Bak-Sau Yip
- Department of Neurology, National Taiwan University Hospital, Hsin-Chu, 30059, Taiwan, Republic of China
| | - Feng-Pai Chou
- Department of Biological Science and Technology, National Chiao Tung University, Hsin-Chu, 30010, Taiwan, Republic of China
| | - Thomas Tien-Hsiung Li
- Graduate Institute of Biochemistry, National Chung Hsing University, Taichung, 40227, Taiwan, Republic of China.
| | - Tung-Kung Wu
- Department of Biological Science and Technology, National Chiao Tung University, Hsin-Chu, 30010, Taiwan, Republic of China.
- Center for Emergent Functional Matter Science, National Chiao Tung University, 1001 Ta-Hsueh Rd., Hsinchu, 30010, Taiwan, Republic of China.
| |
Collapse
|
5
|
Melo GB, Figueira ACM, Batista FAH, Filho AASL, Rodrigues EB, Belfort R, Maia M. Inflammatory Reaction After Aflibercept Intravitreal Injections Associated With Silicone Oil Droplets Released From Syringes: A Case-Control Study. Ophthalmic Surg Lasers Imaging Retina 2019; 50:288-294. [DOI: 10.3928/23258160-20190503-05] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2018] [Accepted: 12/19/2018] [Indexed: 01/15/2023]
|
6
|
Swygert SG, Senapati S, Bolukbasi MF, Wolfe SA, Lindsay S, Peterson CL. SIR proteins create compact heterochromatin fibers. Proc Natl Acad Sci U S A 2018; 115:12447-12452. [PMID: 30455303 PMCID: PMC6298083 DOI: 10.1073/pnas.1810647115] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Heterochromatin is a silenced chromatin region essential for maintaining genomic stability and driving developmental processes. The complicated structure and dynamics of heterochromatin have rendered it difficult to characterize. In budding yeast, heterochromatin assembly requires the SIR proteins-Sir3, believed to be the primary structural component of SIR heterochromatin, and the Sir2-4 complex, responsible for the targeted recruitment of SIR proteins and the deacetylation of lysine 16 of histone H4. Previously, we found that Sir3 binds but does not compact nucleosomal arrays. Here we reconstitute chromatin fibers with the complete complement of SIR proteins and use sedimentation velocity, molecular modeling, and atomic force microscopy to characterize the stoichiometry and conformation of SIR chromatin fibers. In contrast to fibers with Sir3 alone, our results demonstrate that SIR arrays are highly compact. Strikingly, the condensed structure of SIR heterochromatin fibers requires both the integrity of H4K16 and an interaction between Sir3 and Sir4. We propose a model in which a dimer of Sir3 bridges and stabilizes two adjacent nucleosomes, while a Sir2-4 heterotetramer interacts with Sir3 associated with a nucleosomal trimer, driving fiber compaction.
Collapse
Affiliation(s)
- Sarah G Swygert
- Program in Molecular Medicine, University of Massachusetts Medical School, Worcester, MA 01605
| | - Subhadip Senapati
- Center for Single Molecule Biophysics, Biodesign Institute, Arizona State University, Tempe, AZ 85287
| | - Mehmet F Bolukbasi
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, MA 01655
| | - Scot A Wolfe
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, MA 01655
| | - Stuart Lindsay
- Center for Single Molecule Biophysics, Biodesign Institute, Arizona State University, Tempe, AZ 85287
| | - Craig L Peterson
- Program in Molecular Medicine, University of Massachusetts Medical School, Worcester, MA 01605;
| |
Collapse
|
7
|
Georgel PT. The danger of epigenetics misconceptions (epigenetics and stuff…). Biochem Cell Biol 2015; 93:626-9. [DOI: 10.1139/bcb-2015-0091] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Within the past two decades, the fields of chromatin structure and function and transcription regulation research started to fuse and overlap, as evidence mounted to support a very strong regulatory role in gene expression that was associated with histone post-translational modifications, DNA methylation, as well as various chromatin-associated proteins (the pillars of the “Epigenetics” building). The fusion and convergence of these complementary fields is now often simply referred to as “Epigenetics”. During these same 20 years, numerous new research groups have started to recognize the importance of chromatin composition, conformation, and its plasticity. However, as the field started to grow exponentially, its growth came with the spreading of several important misconceptions, which have unfortunately led to improper or hasty conclusions. The goal of this short “opinion” piece is to attempt to minimize future misinterpretations of experimental results and ensure that the right sets of experiment are used to reach the proper conclusion, at least as far as epigenetic mechanisms are concerned.
Collapse
Affiliation(s)
- Philippe T. Georgel
- Department of Biological Sciences, Marshall University, 1 John Marshall Drive, Huntington, WV 25755, USA
- Cell Differentiation and Development Center, Marshall University, Huntington, WV 25755, USA
- Department of Biochemistry and Microbiology, Marshall University School of Medicine, Huntington, WV 25755, USA
| |
Collapse
|
8
|
Kamnesky G, Hirschhorn O, Shaked H, Chen J, Yao L, Chill JH. Molecular determinants of tetramerization in the KcsA cytoplasmic domain. Protein Sci 2014; 23:1403-16. [PMID: 25042120 DOI: 10.1002/pro.2525] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2014] [Revised: 07/15/2014] [Accepted: 07/16/2014] [Indexed: 11/11/2022]
Abstract
The cytoplasmic C-terminal domain (CTD) of KcsA, a bacterial homotetrameric potassium channel, is an amphiphilic domain that forms a helical bundle with four-fold symmetry mediated by hydrophobic and electrostatic interactions. Previously we have established that a CTD-derived 34-residue peptide associates into a tetramer in a pH-dependent manner (Kamnesky et al., JMB 2012;418:237-247). Here we further investigate the molecular determinants of tetramer formation in the CTD by characterizing the kinetics of monomer-tetramer equilibrium for 10 alanine mutants using NMR, sedimentation equilibrium (SE) and molecular dynamics simulation. NMR and SE concur in finding single-residue contributions to tetramer stability to be in the 0.5 to 3.5 kcal/mol range. Hydrophobic interactions between residues lining the tetramer core generally contributed more to formation of tetramer than electrostatic interactions between residues R147, D149 and E152. In particular, alanine replacement of residue R147, a key contributor to inter-subunit salt bridges, resulted in only a minor effect on tetramer dissociation. Mutations outside of the inter-subunit interface also influenced tetramer stability by affecting the tetramerization on-rate, possibly by changing the inherent helical propensity of the peptide. These findings are interpreted in the context of established paradigms of protein-protein interactions and protein folding, and lay the groundwork for further studies of the CTD in full-length KcsA channels.
Collapse
Affiliation(s)
- Guy Kamnesky
- Department of Chemistry, Bar Ilan University, Ramat Gan, 52900, Israel
| | | | | | | | | | | |
Collapse
|
9
|
Pechar M, Pola R, Laga R, Braunová A, Filippov SK, Bogomolova A, Bednárová L, Vaněk O, Ulbrich K. Coiled Coil Peptides and Polymer–Peptide Conjugates: Synthesis, Self-Assembly, Characterization and Potential in Drug Delivery Systems. Biomacromolecules 2014; 15:2590-9. [DOI: 10.1021/bm500436p] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Affiliation(s)
- Michal Pechar
- Institute
of Macromolecular Chemistry, Academy of Sciences of the Czech Republic, Heyrovskeho nam. 2, 16206 Prague 6, Czech Republic
| | - Robert Pola
- Institute
of Macromolecular Chemistry, Academy of Sciences of the Czech Republic, Heyrovskeho nam. 2, 16206 Prague 6, Czech Republic
| | - Richard Laga
- Institute
of Macromolecular Chemistry, Academy of Sciences of the Czech Republic, Heyrovskeho nam. 2, 16206 Prague 6, Czech Republic
| | - Alena Braunová
- Institute
of Macromolecular Chemistry, Academy of Sciences of the Czech Republic, Heyrovskeho nam. 2, 16206 Prague 6, Czech Republic
| | - Sergey K. Filippov
- Institute
of Macromolecular Chemistry, Academy of Sciences of the Czech Republic, Heyrovskeho nam. 2, 16206 Prague 6, Czech Republic
| | - Anna Bogomolova
- Institute
of Macromolecular Chemistry, Academy of Sciences of the Czech Republic, Heyrovskeho nam. 2, 16206 Prague 6, Czech Republic
| | - Lucie Bednárová
- Institute
of Organic Chemistry and Biochemistry, Academy of Sciences of the Czech Republic, Flemingovo nam. 2, 16610 Prague 6, Czech Republic
| | - Ondřej Vaněk
- Department
of Biochemistry, Faculty of Science, Charles University in Prague, Hlavova 8, 12840 Prague 2, Czech Republic
| | - Karel Ulbrich
- Institute
of Macromolecular Chemistry, Academy of Sciences of the Czech Republic, Heyrovskeho nam. 2, 16206 Prague 6, Czech Republic
| |
Collapse
|
10
|
Muthurajan UM, McBryant SJ, Lu X, Hansen JC, Luger K. The linker region of macroH2A promotes self-association of nucleosomal arrays. J Biol Chem 2011; 286:23852-64. [PMID: 21532035 PMCID: PMC3129167 DOI: 10.1074/jbc.m111.244871] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
MacroH2A is a histone variant found in higher eukaryotes localized at the inactive X chromosome and is known to maintain heterochromatic regions in the genome. MacroH2A consists of a conserved histone domain and a macro domain connected by a linker region. To understand the contributions of the three domains to chromatin condensation, we incorporated various constructs of macroH2A into defined nucleosomal arrays and analyzed their impact on in vitro chromatin compaction. The folding and oligomerization properties of arrays containing full-length macroH2A (macroH2AFL), macroH2A(1–161) (encompassing the histone domain and linker region), and macroH2A(1–122) (histone domain only) were compared with major-type H2A arrays. Analytical ultracentrifugation and atomic force microscope imaging indicate that macroH2A(1–161)-containing arrays favor condensation under conditions where major-type arrays are nearly fully extended. In contrast, arrays with macroH2AFL exhibit behavior similar to that of major-type arrays. This suggests that the linker region of macroH2A facilitates array condensation and that this behavior is inhibited by the macro domain. Furthermore, chimeric major-type H2A arrays containing the macroH2A linker domain (H2AML) exhibited the same condensation properties as macroH2A(1–161) arrays, thus emphasizing the intriguing behavior of the macroH2A linker region.
Collapse
|
11
|
Meyer MR, Lichti CF, Townsend RR, Rao AG. Identification of in vitro autophosphorylation sites and effects of phosphorylation on the Arabidopsis CRINKLY4 (ACR4) receptor-like kinase intracellular domain: insights into conformation, oligomerization, and activity. Biochemistry 2011; 50:2170-86. [PMID: 21294549 DOI: 10.1021/bi101935x] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Arabidopsis CRINKLY4 (ACR4) is a receptor-like kinase (RLK) that consists of an extracellular domain and an intracellular domain (ICD) with serine/threonine kinase activity. While genetic and cell biology experiments have demonstrated that ACR4 is important in cell fate specification and overall development of the plant, little is known about the biochemical properties of the kinase domain and the mechanisms that underlie the overall function of the receptor. To complement in planta studies of the function of ACR4, we have expressed the ICD in Escherichia coli as a soluble C-terminal fusion to the N-utilization substance A (NusA) protein, purified the recombinant protein, and characterized the enzymatic and conformational properties. The protein autophosphorylates via an intramolecular mechanism, prefers Mn(2+) over Mg(2+) as the divalent cation, and displays typical Michaelis-Menten kinetics with respect to ATP with an apparent K(m) of 6.67 ± 2.07 μM and a V(max) of 1.83 ± 0.18 nmol min(-1) mg(-1). Autophosphorylation is accompanied by a conformational change as demonstrated by circular dichroism, fluorescence spectroscopy, and limited proteolysis with trypsin. Analysis by nanoliquid chromatography and mass spectrometry revealed 16 confirmed sites of phosphorylation at Ser and Thr residues. Sedimentation velocity and gel filtration experiments indicate that the ICD has a propensity to oligomerize and that this property is lost upon autophosphorylation.
Collapse
Affiliation(s)
- Matthew R Meyer
- Department of Biochemistry, Biophysics and Molecular Biology, Iowa State University, Ames, Iowa 50011, United States
| | | | | | | |
Collapse
|
12
|
Kingsbury JS, Laue TM. Fluorescence-detected sedimentation in dilute and highly concentrated solutions. Methods Enzymol 2011; 492:283-304. [PMID: 21333796 DOI: 10.1016/b978-0-12-381268-1.00021-5] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Analytical ultracentrifugation (AUC) is a powerful, first-principles method for characterizing macromolecules in solution. The recent development of fluorescence-detected sedimentation for the AUC (AU-FDS) has extended the sensitivity and selectivity of the instrument which, in turn, has enabled the study of both higher affinity interactions and the sedimentation of one component in complex, concentrated solutions. While still in its infancy, AU-FDS is becoming more widespread as shown by the increasing number of literature reports citing its use. While AU-FDS enables the analysis of systems not amenable to absorbance or interferometric detection, its use is not without limitations. In most cases, preparing samples for AU-FDS analyses requires chemical conjugation with fluorescent dyes, a step that may influence the size or shape of a molecule sufficiently to alter its transport during sedimentation. Careful preparation and characterization of the amount of free dye and the degree and site specificity of labeling is required for robust interpretation of AU-FDS data. In some cases, studies of the effect of labeling on the structure, activity, or association properties of the macromolecule may be warranted. However, these complications are of minor consequence compared to the unique information that can be obtained by AU-FDS. In particular, its ability to provide direct, physical characterization of the thermodynamic behavior of molecules in complex and concentrated solutions makes AU-FDS a powerful technology for understanding the physical underpinnings of living systems.
Collapse
Affiliation(s)
- Jonathan S Kingsbury
- Therapeutic Protein Research, Genzyme Corporation, Framingham, Massachusetts, USA
| | | |
Collapse
|
13
|
Huttunen-Hennelly HE. An investigation into the N- and C-capping effects of glycine in cavitand-based four-helix bundle proteins. Bioorg Chem 2010; 38:98-107. [DOI: 10.1016/j.bioorg.2010.01.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2009] [Revised: 01/13/2010] [Accepted: 01/20/2010] [Indexed: 11/29/2022]
|
14
|
Ghosh RP, Nikitina T, Horowitz-Scherer RA, Gierasch LM, Uversky VN, Hite K, Hansen JC, Woodcock CL. Unique physical properties and interactions of the domains of methylated DNA binding protein 2. Biochemistry 2010; 49:4395-410. [PMID: 20405910 DOI: 10.1021/bi9019753] [Citation(s) in RCA: 81] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Methylated DNA binding protein 2 (MeCP2) is a methyl CpG binding protein whose key role is the recognition of epigenetic information encoded in DNA methylation patterns. Mutation or misregulation of MeCP2 function leads to Rett syndrome as well as a variety of other autism spectrum disorders. Here, we have analyzed in detail the properties of six individually expressed human MeCP2 domains spanning the entire protein with emphasis on their interactions with each other, with DNA, and with nucleosomal arrays. Each domain contributes uniquely to the structure and function of the full-length protein. MeCP2 is approximately 60% unstructured, with nine interspersed alpha-molecular recognition features (alpha-MoRFs), which are polypeptide segments predicted to acquire secondary structure upon forming complexes with binding partners. Large increases in secondary structure content are induced in some of the isolated MeCP2 domains and in the full-length protein by binding to DNA. Interactions between some MeCP2 domains in cis and trans seen in our assays likely contribute to the structure and function of the intact protein. We also show that MeCP2 has two functional halves. The N-terminal portion contains the methylated DNA binding domain (MBD) and two highly disordered flanking domains that modulate MBD-mediated DNA binding. One of these flanking domains is also capable of autonomous DNA binding. In contrast, the C-terminal portion of the protein that harbors at least two independent DNA binding domains and a chromatin-specific binding domain is largely responsible for mediating nucleosomal array compaction and oligomerization. These findings led to new mechanistic and biochemical insights regarding the conformational modulations of this intrinsically disordered protein, and its context-dependent in vivo roles.
Collapse
Affiliation(s)
- Rajarshi P Ghosh
- Department of Biology, University of Massachusetts, Amherst, Massachusetts 01003, USA
| | | | | | | | | | | | | | | |
Collapse
|
15
|
Edwards AA, Tipton JD, Brenowitz MD, Emmett MR, Marshall AG, Evans GB, Tyler PC, Schramm VL. Conformational states of human purine nucleoside phosphorylase at rest, at work, and with transition state analogues. Biochemistry 2010; 49:2058-67. [PMID: 20108972 DOI: 10.1021/bi902041j] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Human purine nucleoside phosphorylase (PNP) is a homotrimer binding tightly to the transition state analogues Immucillin-H (ImmH; K(d) = 56 pM) and DATMe-ImmH-Immucillin-H (DATMe-ImmH; K(d) = 8.6 pM). ImmH binds with a larger entropic penalty than DATMe-ImmH, a chemically more flexible inhibitor. The testable hypothesis is that PNP conformational states are more relaxed (dynamic) with DATMe-ImmH, despite tighter binding than with ImmH. PNP conformations are probed by peptide amide deuterium exchange (HDX) using liquid chromatography high-resolution Fourier transform ion cyclotron resonance mass spectrometry and by sedimentation rates. Catalytically equilibrating Michaelis complexes (PNP.PO(4).inosine <--> PNP.Hx.R-1-P) and inhibited complexes (PNP.PO(4).DATMe-ImmH and PNP.PO(4).ImmH) show protection from HDX at 9, 13, and 15 sites per subunit relative to resting PNP (PNP.PO(4)) in extended incubations. The PNP.PO(4).ImmH complex is more compact (by sedimentation rate) than the other complexes. HDX kinetic analysis of ligand-protected sites corresponds to peptides near the catalytic sites. HDX and sedimentation results establish that PNP protein conformation (dynamic motion) correlates more closely with entropy of binding than with affinity. Catalytically active turnover with saturated substrate sites causes less change in HDX and sedimentation rates than binding of transition state analogues. DATMe-ImmH more closely mimics the transition of human PNP than does ImmH and achieves strong binding interactions at the catalytic site while causing relatively modest alterations of the protein dynamic motion. Transition state analogues causing the most rigid, closed protein conformation are therefore not necessarily the most tightly bound. Close mimics of the transition state are hypothesized to retain enzymatic dynamic motions related to transition state formation.
Collapse
Affiliation(s)
- Achelle A Edwards
- Department of Biochemistry, Albert Einstein College of Medicine, Bronx, New York 10461, USA
| | | | | | | | | | | | | | | |
Collapse
|
16
|
De N, Navarro MVAS, Wang Q, Krasteva PV, Sondermann H. Biophysical assays for protein interactions in the Wsp sensory system and biofilm formation. Methods Enzymol 2010; 471:161-84. [PMID: 20946848 DOI: 10.1016/s0076-6879(10)71010-7] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Many signal transduction and regulatory events are mediated by a change in oligomeric state upon posttranslational modification or ligand binding. Hence, the characterization of proteins and protein complexes with respect to their size and shape is crucial for elucidating the molecular mechanisms that control their activities. Commonly used methods for the determination of molecular weights of biological polymers such as standard size-exclusion chromatography or analytical ultracentrifugation have been applied successfully but have some limitations. Static multiangle light scattering presents an attractive alternative approach for absolute molecular weight measurements in solution. We review the biophysical principles, advantages, and pitfalls of some popular methods for determining the quaternary structure of proteins, using the response regulator diguanylate cyclase WspR from Pseudomonas and FimX, a protein involved in Pseudomonas aeruginosa twitching motility, as examples.
Collapse
Affiliation(s)
- Nabanita De
- Department of Molecular Medicine, College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
| | | | | | | | | |
Collapse
|
17
|
Garbett NC, Mekmaysy CS, Chaires JB. Sedimentation velocity ultracentrifugation analysis for hydrodynamic characterization of G-quadruplex structures. Methods Mol Biol 2010; 608:97-120. [PMID: 20012418 PMCID: PMC3008627 DOI: 10.1007/978-1-59745-363-9_7] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2023]
Abstract
Analytical ultracentrifugation (AUC) is a powerful technique for the characterization of hydrodynamic and thermodynamic properties. The intent of this article is to demonstrate the utility of sedimentation velocity (SV) studies to obtain hydrodynamic information for G-quadruplex (GQ) systems and to provide insights into one part of this process, namely, data analysis of existing SV data. An array of data analysis software is available, mostly written and continually developed by established researchers in the AUC field, with particularly rapid advances in the analysis of SV data. Each program has its own learning curve, and this article is intended as a resource in the data analysis process for beginning researchers in the field. We discuss the application of three of the most commonly used data analysis programs, DCDT+, Sedfit, and SedAnal, to the interpretation of SV data obtained in our laboratory on two GQ systems.
Collapse
Affiliation(s)
- Nichola C. Garbett
- James Graham Brown Cancer Center, University of Louisville, Louisville, KY 40202, United States
| | - Chongkham S. Mekmaysy
- James Graham Brown Cancer Center, University of Louisville, Louisville, KY 40202, United States
| | - Jonathan B. Chaires
- James Graham Brown Cancer Center, University of Louisville, Louisville, KY 40202, United States
| |
Collapse
|
18
|
Galaleldeen A, Strange RW, Whitson LJ, Antonyuk SV, Narayana N, Taylor AB, Schuermann JP, Holloway SP, Hasnain SS, Hart PJ. Structural and biophysical properties of metal-free pathogenic SOD1 mutants A4V and G93A. Arch Biochem Biophys 2009; 492:40-7. [PMID: 19800308 PMCID: PMC2787720 DOI: 10.1016/j.abb.2009.09.020] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2009] [Revised: 09/25/2009] [Accepted: 09/27/2009] [Indexed: 02/06/2023]
Abstract
Amyotrophic lateral sclerosis (ALS) is a fatal, progressive neurodegenerative disease characterized by the destruction of motor neurons in the spinal cord and brain. A subset of ALS cases are linked to dominant mutations in copper-zinc superoxide dismutase (SOD1). The pathogenic SOD1 variants A4V and G93A have been the foci of multiple studies aimed at understanding the molecular basis for SOD1-linked ALS. The A4V variant is responsible for the majority of familial ALS cases in North America, causing rapidly progressing paralysis once symptoms begin and the G93A SOD1 variant is overexpressed in often studied murine models of the disease. Here we report the three-dimensional structures of metal-free A4V and of metal-bound and metal-free G93A SOD1. In the metal-free structures, the metal-binding loop elements are observed to be severely disordered, suggesting that these variants may share mechanisms of aggregation proposed previously for other pathogenic SOD1 proteins.
Collapse
Affiliation(s)
- Ahmad Galaleldeen
- Department of Biochemistry and the X-ray Crystallography Core Laboratory, The University of Texas Health Science Center at San Antonio, 7703 Floyd Curl Drive, San Antonio, TX 78229-3900, USA
| | | | | | | | | | | | | | | | | | | |
Collapse
|
19
|
Brockmeier A, Skopnik M, Koch B, Herrmann C, Hengstenberg W, Welti S, Scheffzek K. Activity of the Enterococcus faecalis EIIA(gnt) PTS component and its strong interaction with EIIB(gnt). Biochem Biophys Res Commun 2009; 388:630-6. [PMID: 19703414 DOI: 10.1016/j.bbrc.2009.08.100] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2009] [Accepted: 08/18/2009] [Indexed: 11/15/2022]
Abstract
Eubacteria can import and simultaneously phosphorylate a range of different carbohydrates by means of sugar specific phosphoenolpyruvate (PEP) dependent sugar phosphotransferase systems (PTSs). Here, we report the biochemical characterization of the gluconate specific PTS component EIIA(gnt) from Enterococcus faecalis and its unexpectedly strong complex with EIIB(gnt). We analyze the activity of the complex regarding phosphoryl transfer using kinetic measurements and demonstrate by mutagenesis that His-9 of EIIA(gnt) is essential for this process and represents most likely the phosphoryl group carrier of EIIA(gnt). With a combination of isothermal titration calorimetry (ITC), analytical ultracentrifugation (AUC), native gel electrophoresis and chemical crosslinking experiments we show that EIIA(gnt) and EIIB(gnt) form a strong 2:2 heterotetrameric complex, which seems to be destabilized upon phosphorylation of EIIB(gnt).
Collapse
Affiliation(s)
- Achim Brockmeier
- AG Physiology of Microorganisms, Ruhr-Universität Bochum, 44780 Bochum, Germany
| | | | | | | | | | | | | |
Collapse
|
20
|
Size and shape of protein molecules at the nanometer level determined by sedimentation, gel filtration, and electron microscopy. Biol Proced Online 2009; 11:32-51. [PMID: 19495910 PMCID: PMC3055910 DOI: 10.1007/s12575-009-9008-x] [Citation(s) in RCA: 925] [Impact Index Per Article: 61.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2009] [Accepted: 04/06/2009] [Indexed: 11/30/2022] Open
Abstract
An important part of characterizing any protein molecule is to determine its size and shape. Sedimentation and gel filtration are hydrodynamic techniques that can be used for this medium resolution structural analysis. This review collects a number of simple calculations that are useful for thinking about protein structure at the nanometer level. Readers are reminded that the Perrin equation is generally not a valid approach to determine the shape of proteins. Instead, a simple guideline is presented, based on the measured sedimentation coefficient and a calculated maximum S, to estimate if a protein is globular or elongated. It is recalled that a gel filtration column fractionates proteins on the basis of their Stokes radius, not molecular weight. The molecular weight can be determined by combining gradient sedimentation and gel filtration, techniques available in most biochemistry laboratories, as originally proposed by Siegel and Monte. Finally, rotary shadowing and negative stain electron microscopy are powerful techniques for resolving the size and shape of single protein molecules and complexes at the nanometer level. A combination of hydrodynamics and electron microscopy is especially powerful.
Collapse
|
21
|
Hickman AB, Davies DR. Principles of macromolecular X-ray crystallography. CURRENT PROTOCOLS IN PROTEIN SCIENCE 2008; Chapter 17:Unit 17.3. [PMID: 18429137 DOI: 10.1002/0471140864.ps1703s10] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
X-ray crystallography is one of the major tools available for protein structural analysis. This unit provides an introductory review of the principles of X-ray crystallography that covers how the image is generated and analyzed. The second half of the unit describes strategies for producing crystals of protein, including methods for dealing with proteins that do not easily form crystals.
Collapse
Affiliation(s)
- A B Hickman
- National Institute of Diabetes and Digestive and Kidney Diseases, Bethesda, Maryland, USA
| | | |
Collapse
|
22
|
Beck MR, DeKoster GT, Hambly DM, Gross ML, Cistola DP, Goldman WE. Structural features responsible for the biological stability of Histoplasma's virulence factor CBP. Biochemistry 2008; 47:4427-38. [PMID: 18361504 DOI: 10.1021/bi701495v] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The virulence factor CBP is the most abundant protein secreted by Histoplasma capsulatum, a pathogenic fungus that causes histoplasmosis. Although the biochemical function and pathogenic mechanism of CBP are unknown, quantitative Ca (2+) binding measurements indicate that CBP has a strong affinity for calcium ( K D = 6.45 +/- 0.4 nM). However, no change in structure was observed upon binding of calcium, prompting a more thorough investigation of the molecular properties of CBP with respect to self-association, secondary structure, and stability. Over a wide range of pH values and salt concentrations, CBP exists predominantly as a stable, noncovalent homodimer in both its calcium-free and -bound states. Solution-state NMR and circular dichroism (CD) measurements indicated that the protein is largely alpha-helical, and its secondary structure content changes little over the range of pH values encountered physiologically. ESI-MS revealed that the six cysteine residues of CBP are involved in three intramolecular disulfide bonds that help maintain a highly protease resistant structure. Thermally and chemically induced denaturation studies indicated that unfolding of disulfide-intact CBP is reversible and provided quantitative measurements of protein stability. This disulfide-linked, protease resistant, homodimeric alpha-helical structure of CBP is likely to be advantageous for a virulence factor that must survive the harsh environment within the phagolysosomes of host macrophages.
Collapse
Affiliation(s)
- Moriah R Beck
- Department of Molecular Microbiology, Washington University, St. Louis, Missouri 63110, USA
| | | | | | | | | | | |
Collapse
|
23
|
Cole JL, Lary JW, P Moody T, Laue TM. Analytical ultracentrifugation: sedimentation velocity and sedimentation equilibrium. Methods Cell Biol 2007; 84:143-79. [PMID: 17964931 DOI: 10.1016/s0091-679x(07)84006-4] [Citation(s) in RCA: 280] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Analytical ultracentrifugation (AUC) is a versatile and powerful method for the quantitative analysis of macromolecules in solution. AUC has broad applications for the study of biomacromolecules in a wide range of solvents and over a wide range of solute concentrations. Three optical systems are available for the analytical ultracentrifuge (absorbance, interference, and fluorescence) that permit precise and selective observation of sedimentation in real time. In particular, the fluorescence system provides a new way to extend the scope of AUC to probe the behavior of biological molecules in complex mixtures and at high solute concentrations. In sedimentation velocity (SV), the movement of solutes in high centrifugal fields is interpreted using hydrodynamic theory to define the size, shape, and interactions of macromolecules. Sedimentation equilibrium (SE) is a thermodynamic method where equilibrium concentration gradients at lower centrifugal fields are analyzed to define molecule mass, assembly stoichiometry, association constants, and solution nonideality. Using specialized sample cells and modern analysis software, researchers can use SV to determine the homogeneity of a sample and define whether it undergoes concentration-dependent association reactions. Subsequently, more thorough model-dependent analysis of velocity and equilibrium experiments can provide a detailed picture of the nature of the species present in solution and their interactions.
Collapse
Affiliation(s)
- James L Cole
- National Analytical Ultracentrifugation Facility, University of Connecticut, Storrs, Connecticut 06269, USA
| | | | | | | |
Collapse
|
24
|
Huttunen-Hennelly HEK, Sherman JC. An investigation into the native-like properties of de novo designed cavitand-based four-helix bundle proteins. Biopolymers 2007; 90:37-50. [DOI: 10.1002/bip.20883] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
|
25
|
Huttunen-Hennelly HEK, Sherman JC. The design, synthesis, and characterization of the first cavitand-based de novo hetero-template-assembled synthetic proteins (Hetero-TASPs). Org Biomol Chem 2007; 5:3637-50. [DOI: 10.1039/b711869d] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
|
26
|
Liu J, Andya JD, Shire SJ. A critical review of analytical ultracentrifugation and field flow fractionation methods for measuring protein aggregation. AAPS JOURNAL 2006; 8:E580-9. [PMID: 17025276 PMCID: PMC2761065 DOI: 10.1208/aapsj080367] [Citation(s) in RCA: 129] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Analytical ultracentrifugation (AUC) and field flow fractionation (FFF) are 2 important biophysical methods for measuring protein aggregates. Both methods can separate protein monomer from its aggregate forms under a broad range of solution conditions. Recent advances in instrumentation and data analysis, particularly in the field of analytical ultracentrifugation technology, have significantly improved the capability and sensitivity of these biophysical methods for detecting protein aggregates. These advances have resulted in an increased use of these methods in the biopharmaceutical industry for characterization of therapeutic proteins. However, despite their many advantages over conventional methods, the difficulty in the use of the instrumentation and the complexity of data analysis process, have often hampered the widespread use and proper interpretation of data. This article reviews the recent progress in both technologies, and a few case studies are also presented to discuss their advantages and limitations.
Collapse
Affiliation(s)
- Jun Liu
- Late Stage Pharmaceutical and Device Development, Genentech Inc, South San Francisco, CA 94080, USA.
| | | | | |
Collapse
|
27
|
Berkowitz SA. Role of analytical ultracentrifugation in assessing the aggregation of protein biopharmaceuticals. AAPS J 2006; 8:E590-605. [PMID: 17025277 PMCID: PMC2761066 DOI: 10.1208/aapsj080368] [Citation(s) in RCA: 115] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2006] [Accepted: 06/22/2006] [Indexed: 11/30/2022] Open
Abstract
In developing and manufacturing protein biopharmaceuticals, aggregation is a parameter that needs careful monitoring to ensure the quality and consistency of the final biopharmaceutical drug product. The analytical method of choice used to perform this task is size-exclusion chromatography (SEC). However, it is becoming more and more apparent that considerable care is required in assessing the accuracy of SEC data. One old analytical tool that is now reappearing to help in this assessment is analytical ultracentrifugation (AUC). Developments in AUC hardware and, more importantly, recent developments in AUC data analysis computer programs have converged to provide this old biophysical tool with the ability to extract very high resolution size information about the molecules in a given sample from a simple sedimentation velocity experiment. In addition, AUC allows sample testing to be conducted in the exact or nearly exact liquid formulation or reconstituted liquid formulation of the biopharmaceutical in the vial, with minimal surface area contact with extraneous materials. As a result, AUC analysis can provide detailed information on the aggregation of a biopharmaceutical, while avoiding many of the major problems that can plague SEC, thus allowing AUC to be used as an orthogonal method to verify SEC aggregation information and the associating properties of biopharmaceuticals.
Collapse
Affiliation(s)
- Steven A Berkowitz
- Department of Analytical Development, Biogen Idec Inc, 14 Cambridge Center, Cambridge, MA 02142, USA.
| |
Collapse
|
28
|
Jang DS, Lee HJ, Lee B, Hong BH, Cha HJ, Yoon J, Lim K, Yoon YJ, Kim J, Ree M, Lee HC, Choi KY. Detection of an intermediate during the unfolding process of the dimeric ketosteroid isomerase. FEBS Lett 2006; 580:4166-71. [PMID: 16828747 DOI: 10.1016/j.febslet.2006.06.069] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2006] [Revised: 06/15/2006] [Accepted: 06/23/2006] [Indexed: 10/24/2022]
Abstract
Failure to detect the intermediate in spite of its existence often leads to the conclusion that two-state transition in the unfolding process of the protein can be justified. In contrast to the previous equilibrium unfolding experiment fitted to a two-state model by circular dichroism and fluorescence spectroscopies, an equilibrium unfolding intermediate of a dimeric ketosteroid isomerase (KSI) could be detected by small angle X-ray scattering (SAXS) and analytical ultracentrifugation. The sizes of KSI were determined to be 18.7A in 0M urea, 17.3A in 5.2M urea, and 25.1A in 7M urea by SAXS. The size of KSI in 5.2M urea was significantly decreased compared with those in 0M and 7M urea, suggesting the existence of a compact intermediate. Sedimentation velocity as obtained by ultracentrifugation confirmed that KSI in 5.2M urea is distinctly different from native and fully-unfolded forms. The sizes measured by pulse field gradient nuclear magnetic resonance (NMR) spectroscopy were consistent with those obtained by SAXS. Discrepancy of equilibrium unfolding studies between size measurement methods and optical spectroscopies might be due to the failure in detecting the intermediate by optical spectroscopic methods. Further characterization of the intermediate using (1)H NMR spectroscopy and Kratky plot supported the existence of a partially-folded form of KSI which is distinct from those of native and fully-unfolded KSIs. Taken together, our results suggest that the formation of a compact intermediate should precede the association of monomers prior to the dimerization process during the folding of KSI.
Collapse
Affiliation(s)
- Do Soo Jang
- National Research Laboratory of Protein Folding and Engineering, Division of Molecular Life Sciences, Pohang University of Science and Technology, Pohang 790-784, Republic of Korea
| | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
29
|
De Carlo S, Chen B, Hoover TR, Kondrashkina E, Nogales E, Nixon BT. The structural basis for regulated assembly and function of the transcriptional activator NtrC. Genes Dev 2006; 20:1485-95. [PMID: 16751184 PMCID: PMC1475761 DOI: 10.1101/gad.1418306] [Citation(s) in RCA: 101] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2006] [Accepted: 04/04/2006] [Indexed: 11/25/2022]
Abstract
In two-component signal transduction, an input triggers phosphorylation of receiver domains that regulate the status of output modules. One such module is the AAA+ ATPase domain in bacterial enhancer-binding proteins that remodel the sigma(54) form of RNA polymerase. We report X-ray solution scattering and electron microscopy structures of the activated, full-length nitrogen-regulatory protein C (NtrC) showing a novel mechanism for regulation of AAA+ ATPase assembly via the juxtaposition of the receiver domains and ATPase ring. Accompanying the hydrolysis cycle that is required for transcriptional activation, we observed major order-disorder changes in the GAFTGA loops involved in sigma(54) binding, as well as in the DNA-binding domains.
Collapse
Affiliation(s)
- Sacha De Carlo
- Howard Hughes Medical Institute, Department of Molecular and Cell Biology, University of California at Berkeley, Berkeley, California 94720, USA
| | | | | | | | | | | |
Collapse
|
30
|
Deo P, Deo N, Somasundaran P. Complexation of hydrophobically modified polyelectrolytes with surfactants: anionic poly(maleic acid/octyl vinyl ether)/anionic sodium dodecyl sulfate. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2005; 21:9998-10003. [PMID: 16229519 DOI: 10.1021/la050539g] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Interactions of surfactants with hydrophobically modified polyelectrolytes in aqueous solutions are important in several applications such as detergents, cosmetics, foods, and paints. Fundamental questions arise on the mechanisms of complexation of the polyelectrolyte and surfactant that control their behavior. In this work, the complexation was studied by examining interactions in aqueous solutions of a hydrophobically modified polymer, poly(maleic acid/octyl vinyl ether) (PMAOVE), with sodium dodecyl sulfate (SDS) by monitoring viscosity, pyrene solubility, light scattering, and analytical ultracentrifugation. When the anionic surfactant SDS was added to aqueous solutions of the similarly charged polymer PMAOVE, the surfactant was incorporated into the hydrophobic nanodomains of PMAOVE even far below the cmc of the surfactant. On the basis of viscosity, pyrene solubility, and analytical ultracentrifugation data, it is proposed that PMAOVE undergoes structural unfolding and at higher SDS concentrations mixed micelles are formed.
Collapse
Affiliation(s)
- Puspendu Deo
- NSF IUCR Center for Advanced Studies in Novel Surfactants, Langmuir Center for Colloids and Interfaces, Columbia University, New York 10027, USA
| | | | | |
Collapse
|
31
|
|
32
|
Arnan C, Prieto C, Chiva M, Salvany L, Ausió J, Subirana JA, Saperas N. Analysis of the stability and function of nucleoplasmin through cysteine mutants. Arch Biochem Biophys 2005; 437:205-14. [PMID: 15850560 DOI: 10.1016/j.abb.2005.03.011] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2005] [Revised: 03/10/2005] [Accepted: 03/11/2005] [Indexed: 10/25/2022]
Abstract
Xenopus laevis nucleoplasmin is a pentameric nuclear chaperone. The relation between the structure and the multifunctional aspects of the molecule has not yet been clearly established. In the course of analysing a C-terminally His-tagged recombinant version of the region equivalent to the trypsin resistant core (r-NP142) of the molecule, we found that this domain exhibited a substantially decreased oligomerization potential. To better understand the role of the three cysteines of nucleoplasmin on its pentameric functional structure, we have selectively mutated these residues to serine and generated three mutants (C15S, C35S, and C45S) both for the complete recombinant nucleoplasmin (r-NP) and the truncated r-NP142 non-tagged forms. We demonstrate that there are no disulphide bridges stabilizing either the monomer or the pentamer. Neither C15S nor C35S has any structural effects, while the mutation C45S abolishes the ability of r-NP142 to pentamerize. This structural impairment suggests that hydrophobic interactions of Cys 45 are critical for the stability of the protein. Our studies allow to analyse for the first time the structural and functional properties of nucleoplasmin in its monomeric form.
Collapse
Affiliation(s)
- Carme Arnan
- Departament d'Enginyeria Química, ETSEIB, Universitat Politècnica de Catalunya, Diagonal, 647, Barcelona E-08028, Spain
| | | | | | | | | | | | | |
Collapse
|
33
|
Maluf NK, Yang Q, Catalano CE. Self-association properties of the bacteriophage lambda terminase holoenzyme: implications for the DNA packaging motor. J Mol Biol 2005; 347:523-42. [PMID: 15755448 DOI: 10.1016/j.jmb.2005.01.016] [Citation(s) in RCA: 51] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2004] [Revised: 01/01/2005] [Accepted: 01/06/2005] [Indexed: 11/23/2022]
Abstract
Terminases are enzymes common to complex double-stranded DNA viruses and are required for packaging of viral DNA into a protective capsid. Bacteriophage lambda terminase holoenzyme is a hetero-oligomer composed of the A and Nu1 lambda gene products; however, the self-association properties of the holoenzyme have not been investigated systematically. Here, we report the results of sedimentation velocity, sedimentation equilibrium, and gel-filtration experiments studying the self-association properties of the holoenzyme. We find that purified, recombinant lambda terminase forms a homogeneous, heterotrimeric structure, consisting of one gpA molecule associated with two gpNu1 molecules (114.2 kDa). We further show that lambda terminase adopts a heterogeneous mixture of higher-order structures, with an average molecular mass of 528(+/-34) kDa. Both the heterotrimer and the higher-order species possess site-specific cos cleavage activity, as well as DNA packaging activity; however, the heterotrimer is dependent upon Escherichia coli integration host factor (IHF) for these activities. Furthermore, the ATPase activity of the higher-order species is approximately 1000-fold greater than that of the heterotrimer. These data suggest that IHF bending of the duplex at the cos site in viral DNA promotes the assembly of the heterotrimer into a biologically active, higher-order packaging motor. We propose that a single, higher-order hetero-oligomer of gpA and gpNu1 functions throughout lambda development.
Collapse
Affiliation(s)
- Nasib K Maluf
- Department of Pharmaceutical Sciences, University of Colorado Health Sciences Center, 4200 East Ninth Ave, C238, Denver, CO 80262, USA
| | | | | |
Collapse
|
34
|
Doucette PA, Whitson LJ, Cao X, Schirf V, Demeler B, Valentine JS, Hansen JC, Hart PJ. Dissociation of Human Copper-Zinc Superoxide Dismutase Dimers Using Chaotrope and Reductant. J Biol Chem 2004; 279:54558-66. [PMID: 15485869 DOI: 10.1074/jbc.m409744200] [Citation(s) in RCA: 138] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The dissociation of apo- and metal-bound human copper-zinc superoxide dismutase (SOD1) dimers induced by the chaotrope guanidine hydrochloride (GdnHCl) or the reductant Tris(2-carboxyethyl)phosphine (TCEP) has been analyzed using analytical ultracentrifugation. Global fitting of sedimentation equilibrium data under native solution conditions (without GdnHCl or TCEP) demonstrate that both the apo- and metal-bound forms of SOD1 are stable dimers. Sedimentation velocity experiments show that apo-SOD1 dimers dissociate cooperatively over the range 0.5-1.0 M GdnHCl. In contrast, metal-bound SOD1 dimers possess a more compact shape and dissociate at significantly higher GdnHCl concentrations (2.0-3.0 M). Reduction of the intrasubunit disulfide bond within each SOD1 subunit by 5-10 mM TCEP promotes dissociation of apo-SOD1 dimers, whereas the metal-bound enzyme remains a stable dimer under these conditions. The Cys-57 --> Ser mutant of SOD1, a protein incapable of forming the intrasubunit disulfide bond, sediments as a monomer in the absence of metal ions and as a dimer when metals are bound. Taken together, these data indicate that the stability imparted to the human SOD1 dimer by metal binding and the formation of the intrasubunit disulfide bond are mediated by independent molecular mechanisms. By combining the sedimentation data with previous crystallographic results, a molecular explanation is provided for the existence of different SOD1 macromolecular shapes and multiple SOD1 dimeric species with different stabilities.
Collapse
Affiliation(s)
- Peter A Doucette
- Department of Chemistry and Biochemistry, University of California, Los Angeles, California 90095, USA
| | | | | | | | | | | | | | | |
Collapse
|
35
|
Massoud TF, Paulmurugan R, Gambhir SS. Molecular imaging of homodimeric protein-protein interactions in living subjects. FASEB J 2004; 18:1105-7. [PMID: 15132989 PMCID: PMC4154805 DOI: 10.1096/fj.03-1128fje] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Homodimeric protein interactions are potent regulators of cellular functions, but are particularly challenging to study in vivo. We used a split synthetic renilla luciferase (hRLUC) complementation-based bioluminescence assay to study homodimerization of herpes simplex virus type 1 thymidine kinase (TK) in mammalian cells and in living mice. We quantified and imaged homodimerization of TK chimeras containing N-terminal (N-hRLUC) or C-terminal (C-hRLUC) fragments of hRLUC in the upstream and downstream positions, respectively (tail-to-head homodimer). This was monitored using luminometry (68-fold increase, and was significantly [P<0.01] above background light emission) and by CCD camera imaging of living mice implanted with ex vivo transfected 293T cells (2.7-fold increase, and is significantly [P<0.01] above background light emission). We also made a mutant-TK to generate N-hRLUC mutant TK and mutant TK-C-hRLUC by changing a single amino acid at position 318 from arginine to cysteine, a key site that has previously been reported to be essential for TK homo-dimerization, to support the specificity of the hRLUC complementation signal from TK homodimerization. Ex vivo substrate (8-3H Penciclovir) accumulation assays in 293T cells expressing the TK protein chimeras showed active TK enzyme. We also devised an experimental strategy by constructing variant TK chimeras (possessing extra N-hRLUC or C-hRLUC 'spacers') to monitor incremental lack of association of the tail-to-head TK homodimer. Application of this potentially generalizable assay to screen for molecules that promote or disrupt ubiquitous homodimeric protein-protein interactions could serve not only as an invaluable tool to understand biological networks but could also be applied to drug discovery and validation in living subjects.
Collapse
Affiliation(s)
- Tarik F Massoud
- The Crump Institute for Molecular Imaging, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California 90095, USA
| | | | | |
Collapse
|
36
|
Paulmurugan R, Massoud TF, Huang J, Gambhir SS. Molecular imaging of drug-modulated protein-protein interactions in living subjects. Cancer Res 2004; 64:2113-9. [PMID: 15026351 PMCID: PMC4154786 DOI: 10.1158/0008-5472.can-03-2972] [Citation(s) in RCA: 91] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Networks of protein interactions mediate cellular responses to environmental stimuli and direct the execution of many different cellular functional pathways. Small molecules synthesized within cells or recruited from the external environment mediate many protein interactions. The study of small molecule-mediated interactions of proteins is important to understand abnormal signal transduction pathways in cancer and in drug development and validation. In this study, we used split synthetic renilla luciferase (hRLUC) protein fragment-assisted complementation to evaluate heterodimerization of the human proteins FRB and FKBP12 mediated by the small molecule rapamycin. The concentration of rapamycin required for efficient dimerization and that of its competitive binder ascomycin required for dimerization inhibition were studied in cell lines. The system was dually modulated in cell culture at the transcription level, by controlling nuclear factor kappaB promoter/enhancer elements using tumor necrosis factor alpha, and at the interaction level, by controlling the concentration of the dimerizer rapamycin. The rapamycin-mediated dimerization of FRB and FKBP12 also was studied in living mice by locating, quantifying, and timing the hRLUC complementation-based bioluminescence imaging signal using a cooled charged coupled device camera. This split reporter system can be used to efficiently screen small molecule drugs that modulate protein-protein interactions and also to assess drugs in living animals. Both are essential steps in the preclinical evaluation of candidate pharmaceutical agents targeting protein-protein interactions, including signaling pathways in cancer cells.
Collapse
Affiliation(s)
- Ramasamy Paulmurugan
- Department of Radiology and the Bio-X Program, Stanford University School of Medicine, Palo Alto, California
| | - Tarik F. Massoud
- The Crump Institute for Molecular Imaging, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California
- Department of Radiology, Medical College of Wisconsin, Milwaukee, Wisconsin
- Departments of Radiology and Oncology, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom
| | - Jing Huang
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California
| | - Sanjiv S. Gambhir
- Department of Radiology and the Bio-X Program, Stanford University School of Medicine, Palo Alto, California
| |
Collapse
|
37
|
Daugherty MA, Fried MG. Analysis of transcription factor interactions at sedimentation equilibrium. Methods Enzymol 2004; 370:349-69. [PMID: 14712659 DOI: 10.1016/s0076-6879(03)70031-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/27/2023]
Affiliation(s)
- Margaret A Daugherty
- Department of Biochemistry, University of Vermont College of Medicine, Burlington, Vermont 05405, USA
| | | |
Collapse
|
38
|
Noy D, Calhoun JR, Lear JD. Direct analysis of protein sedimentation equilibrium in detergent solutions without density matching. Anal Biochem 2003; 320:185-92. [PMID: 12927823 DOI: 10.1016/s0003-2697(03)00347-6] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Characterizing membrane proteins by sedimentation equilibrium is challenging because detergents and/or lipid molecules, usually required for solubilization, form a complex with the protein. The most common way to overcome this problem is Tanford and Reynolds' density matching method, which eliminates the buoyant mass contributions of detergents/lipids by adjusting the solvent density with D2O/H2O mixtures to render either detergent or lipid molecules neutrally buoyant. Unfortunately, the method is practical only for detergent densities between 1.0 (H2O) and 1.1 (D2O) g ml(-1), excluding many of the more commonly used detergents for membrane protein studies. Here, we present a modern variant of Tanford and Reynolds' method that (1) is applicable to any detergent regardless of its specific density, (2) does not compromise accuracy and precision, and (3) provides additional information about the number of detergent molecules that are bound to each protein. The new method was applied successfully to Delta(1-43)A-I, an amino-terminal deletion mutant of human apolipoprotein A-I. Interestingly, we observed a significantly lower Delta(1-43)A-I/octyl-glucoside complex partial specific volume than that expected from volume additivity rules, indicative of specific protein-detergent interactions.
Collapse
Affiliation(s)
- Dror Noy
- Department of Biochemistry and Biophysics, School of Medicine, University of Pennsylvania, Philadelphia PA 19104-6059, USA.
| | | | | |
Collapse
|
39
|
Eisenberg H. Adair was right in his time. EUROPEAN BIOPHYSICS JOURNAL : EBJ 2003; 32:406-11. [PMID: 12712265 DOI: 10.1007/s00249-003-0295-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2002] [Revised: 01/19/2003] [Accepted: 01/19/2003] [Indexed: 10/26/2022]
Abstract
The subunit molar mass of hemoglobin was established in the 19th century by chemical analysis, the tetramer structure by osmotic pressure determination in 1924 and by the newly developed analytical ultracentrifuge in 1926, which became a powerful tool for biological macromolecule molar mass determinations. The Svedberg equation was derived by eliminating the translational friction coefficient relating to sedimentation and diffusion in the ultracentrifuge in a strictly solute/solvent vanishing concentration two-component system analysis. A differential equation describing the radial equilibrium concentration distribution in the ultracentrifuge was also derived, both yielding the buoyant molar mass (1-nu2rho)M2 term. Many years later it was realized that solutions of biological macromolecules are multicomponent systems and the two-component analysis leads to minor or major erroneous results. Thermodynamic derivation of an equation for multicomponent systems redefines the buoyant molar mass terms by (deltarho/deltac2)muM2, leading to correct molar mass (g/mol) values following determination of the density increment at constant chemical potentials of diffusible solutes, and powerfully connects the analytical sedimentation equation to the osmotic pressure concentration derivative and, in a broad complementary sense, to light, X-ray and neutron scattering experiments. Macromolecular interactions can be studied with high precision and solute-solvent interactions yield powerful information relating to "thermodynamic" hydration, closely related to hydration derived from X-ray diffraction, as well as solute-cosolute interactions. A series of examples is given to demonstrate the correctness and usefulness of the thermodynamic multicomponent system approach. It is a strange fact that in current analytical ultracentrifugation analysis the elegant and powerful multicomponent solution technology is almost totally disregarded and the classical limited validity Svedberg approach is used uniquely.
Collapse
Affiliation(s)
- Henryk Eisenberg
- Structural Biology Department, Weizmann Institute of Science, 76100 Rehovot, Israel.
| |
Collapse
|
40
|
Stray JE, Lindsley JE. Biochemical analysis of the yeast condensin Smc2/4 complex: an ATPase that promotes knotting of circular DNA. J Biol Chem 2003; 278:26238-48. [PMID: 12719426 DOI: 10.1074/jbc.m302699200] [Citation(s) in RCA: 50] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
To better understand the contributions that the structural maintenance of chromosome proteins (SMCs) make to condensin activity, we have tested a number of biochemical, biophysical, and DNA-associated attributes of the Smc2p-Smc4p pair from budding yeast. Smc2p and Smc4p form a stable heterodimer, the "Smc2/4 complex," which upon analysis by sedimentation equilibrium appears to reversibly self-associate to form heterotetramers. Individually, neither Smc2p nor Smc4p hydrolyzes ATP; however, ATPase activity is recovered by equal molar mixing of both purified proteins. Hydrolysis activity is unaffected by the presence of DNA. Smc2/4 binds both linearized and circular plasmids, and the binding appears to be independent of adenylate nucleotide. High mole ratios of Smc2/4 to plasmid promote a geometric change in circular DNA that can be trapped as knots by type II topoisomerases but not as supercoils by a type I topoisomerase. Binding titration analyses reveal that two Smc2/4-DNA-bound states exist, one disrupted by and one resistant to salt challenge. Competition-displacement experiments show that Smc2/4-DNA-bound species formed at even high protein to DNA mole ratios remain reversible. Surprisingly, only linear and supercoiled DNA, not nicked-circular DNA, can completely displace Smc2/4 prebound to a labeled, nicked-circular DNA. To explain this geometry-dependent competition, we present two models of DNA binding by SMCs in which two DNA duplexes are captured within the inter-coil space of an Smc2/4 heterodimer. Based on these models, we propose a DNA displacement mechanism to explain how differences in geometry could affect the competitive potential of DNA.
Collapse
Affiliation(s)
- James E Stray
- Department of Biochemistry, University of Utah School of Medicine, Salt Lake City, Utah 84132-3201, USA
| | | |
Collapse
|
41
|
Lu L, Lu H, Skolnick J. MULTIPROSPECTOR: an algorithm for the prediction of protein-protein interactions by multimeric threading. Proteins 2002; 49:350-64. [PMID: 12360525 DOI: 10.1002/prot.10222] [Citation(s) in RCA: 196] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
In this postgenomic era, the ability to identify protein-protein interactions on a genomic scale is very important to assist in the assignment of physiological function. Because of the increasing number of solved structures involving protein complexes, the time is ripe to extend threading to the prediction of quaternary structure. In this spirit, a multimeric threading approach has been developed. The approach is comprised of two phases. In the first phase, traditional threading on a single chain is applied to generate a set of potential structures for the query sequences. In particular, we use our recently developed threading algorithm, PROSPECTOR. Then, for those proteins whose template structures are part of a known complex, we rethread on both partners in the complex and now include a protein-protein interfacial energy. To perform this analysis, a database of multimeric protein structures has been constructed, the necessary interfacial pairwise potentials have been derived, and a set of empirical indicators to identify true multimers based on the threading Z-score and the magnitude of the interfacial energy have been established. The algorithm has been tested on a benchmark set comprised of 40 homodimers, 15 heterodimers, and 69 monomers that were scanned against a protein library of 2478 structures that comprise a representative set of structures in the Protein Data Bank. Of these, the method correctly recognized and assigned 36 homodimers, 15 heterodimers, and 65 monomers. This protocol was applied to identify partners and assign quaternary structures of proteins found in the yeast database of interacting proteins. Our multimeric threading algorithm correctly predicts 144 interacting proteins, compared to the 56 (26) cases assigned by PSI-BLAST using a (less) permissive E-value of 1 (0.01). Next, all possible pairs of yeast proteins have been examined. Predictions (n = 2865) of protein-protein interactions are made; 1138 of these 2865 interactions have counterparts in the Database of Interacting Proteins. In contrast, PSI-BLAST made 1781 predictions, and 1215 have counterparts in DIP. An estimation of the false-negative rate for yeast-predicted interactions has also been provided. Thus, a promising approach to help assist in the assignment of protein-protein interactions on a genomic scale has been developed.
Collapse
Affiliation(s)
- Long Lu
- Laboratory of Computational Genomics, Donald Danforth Plant Science Center, St. Louis, Missouri 63132, USA
| | | | | |
Collapse
|
42
|
Lebowitz J, Lewis MS, Schuck P. Modern analytical ultracentrifugation in protein science: a tutorial review. Protein Sci 2002; 11:2067-79. [PMID: 12192063 PMCID: PMC2373601 DOI: 10.1110/ps.0207702] [Citation(s) in RCA: 540] [Impact Index Per Article: 24.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Analytical ultracentrifugation (AU) is reemerging as a versatile tool for the study of proteins. Monitoring the sedimentation of macromolecules in the centrifugal field allows their hydrodynamic and thermodynamic characterization in solution, without interaction with any matrix or surface. The combination of new instrumentation and powerful computational software for data analysis has led to major advances in the characterization of proteins and protein complexes. The pace of new advancements makes it difficult for protein scientists to gain sufficient expertise to apply modern AU to their research problems. To address this problem, this review builds from the basic concepts to advanced approaches for the characterization of protein systems, and key computational and internet resources are provided. We will first explore the characterization of proteins by sedimentation velocity (SV). Determination of sedimentation coefficients allows for the modeling of the hydrodynamic shape of proteins and protein complexes. The computational treatment of SV data to resolve sedimenting components has been achieved. Hence, SV can be very useful in the identification of the oligomeric state and the stoichiometry of heterogeneous interactions. The second major part of the review covers sedimentation equilibrium (SE) of proteins, including membrane proteins and glycoproteins. This is the method of choice for molar mass determinations and the study of self-association and heterogeneous interactions, such as protein-protein, protein-nucleic acid, and protein-small molecule binding.
Collapse
Affiliation(s)
- Jacob Lebowitz
- Molecular Interactions Resource, Division of Bioengineering and Physical Science, ORS, OD, National Institutes of Health, Bethesda, Maryland 20892, USA.
| | | | | |
Collapse
|
43
|
López-Rubio JJ, Elías-Arnanz M, Padmanabhan S, Murillo FJ. A repressor-antirepressor pair links two loci controlling light-induced carotenogenesis in Myxococcus xanthus. J Biol Chem 2002; 277:7262-70. [PMID: 11748235 DOI: 10.1074/jbc.m110351200] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The light-inducible carB operon encodes all but one of the structural genes for carotenogenesis in Myxococcus xanthus. It is transcriptionally controlled by two proteins expressed from two unlinked genetic loci: CarS from the light-inducible carQRS operon, and CarA from the light-independent carA operon. CarA represses transcription from the carB promoter (P(B)) in the dark, and CarS counteracts this on illumination. The CarA sequence revealed a helix-turn-helix DNA-binding motif of the type found in bacterial MerR transcriptional factors, whereas CarS contains no known DNA-binding motif. Here, we examine the molecular interplay between CarA and CarS. We demonstrate the following. (i) Whereas CarS exhibits no DNA binding in vitro, CarA binds specifically to a region encompassing P(B) to form at least two distinct complexes. (ii) A palindrome located between positions -46 and -63 relative to the transcription start point is essential but not sufficient for the formation of the two CarA-DNA complexes observed. (iii) CarS abrogates the specific DNA binding of CarA. CarA is therefore a repressor and CarS an antirepressor. (iv) CarS physically interacts with CarA; thus, the functional interaction between them is mediated by protein-protein interactions.
Collapse
Affiliation(s)
- José Juan López-Rubio
- Departamento de Genética y Microbiología, Facultad de Biología, Universidad de Murcia, Murcia 30071, Spain
| | | | | | | |
Collapse
|
44
|
Arkin M, Lear JD. A new data analysis method to determine binding constants of small molecules to proteins using equilibrium analytical ultracentrifugation with absorption optics. Anal Biochem 2001; 299:98-107. [PMID: 11726190 DOI: 10.1006/abio.2001.5396] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
In principle, equilibrium analytical ultracentrifugation (AU) can be used to quantify the binding stoichiometry and affinity between small-molecule ligands and proteins in aqueous solution. We show here that heteromeric binding constants can be determined using a data-fitting procedure which utilizes a postfitting computation of the total amount of each component in the centrifuge cell. The method avoids overconstraining the fitting of the radial concentration profiles, but still permits unique binding constants to be determined using measurements at a single wavelength. The computational program is demonstrated by applying it to data obtained with mixtures of a 500-Da molecule and interleukin-2, a 16-kDa protein. The 1:1 binding stoichiometry and heteromeric dissociation constants (K(ab)) determined from centrifuge data at two different wavelengths are within the 4-9 microM range independently determined from a functional assay. Values for K(ab) have been obtained for ligands with affinities as weak as 500 microM. This AU method is applicable to compounds with significant UV absorbance (approximately 0.2) at concentrations within approximately 5- to 10-fold of their K(ab). The method, which has been incorporated into a user procedure for IgorPro (Wavemetrics, Oswego, OR), is included as supplementary material.
Collapse
Affiliation(s)
- M Arkin
- Sunesis Pharmaceuticals Inc., 341 Oyster Point Boulevard, South San Francisco, California 94080, USA
| | | |
Collapse
|
45
|
Urbani A, Gemeinhardt S, Warne A, Saraste M. Properties of the detergent solubilised cytochrome c oxidase (cytochrome cbb(3)) purified from Pseudomonas stutzeri. FEBS Lett 2001; 508:29-35. [PMID: 11707262 DOI: 10.1016/s0014-5793(01)03006-x] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Cytochrome cbb(3) is a cytochrome c-oxidising isoenzyme that belongs to the superfamily of respiratory haem/copper oxidases. We have developed a purification method yielding large amounts of pure cbb(3) complex from the soil bacterium Pseudomonas stutzeri. This cytochrome cbb(3) complex consists of three subunits (ccoNOP) in a 1:1:1 stoichiometry and contains two b-type and three c-type haems. The protein complex behaves as a monomer with an overall molecular weight of 114.0+/-8.9 kDa and a s(0)(20,w) value of 8.9+/-0.3 S as determined by analytical ultracentrifugation. Crystals diffracting to 5.0 A resolution have been grown by the vapour diffusion sitting drop method to an average size of 0.1 x 0.1 x 0.3 mm. This is the first crystallisation report of a (cbb(3))-type oxidase.
Collapse
Affiliation(s)
- A Urbani
- European Molecular Biology Laboratory, Structural and Computational Biology Programme, Meyerhof str. 1, D-69117 Heidelberg, Germany.
| | | | | | | |
Collapse
|
46
|
Padmanabhan S, Elías-Arnanz M, Carpio E, Aparicio P, Murillo FJ. Domain architecture of a high mobility group A-type bacterial transcriptional factor. J Biol Chem 2001; 276:41566-75. [PMID: 11533063 DOI: 10.1074/jbc.m106352200] [Citation(s) in RCA: 36] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
Myxococcus xanthus transcriptional factor CarD participates in carotenogenesis and fruiting body formation. It is the only reported prokaryotic protein having adjacent "AT-hook" DNA-binding and acidic regions characteristic of eukaryotic high mobility group A (HMGA) proteins. The latter are small, unstructured, nonhistone nuclear proteins that function as architectural factors to remodel DNA and chromatin structure and modulate various DNA binding activities. We find CarD to be predominantly dimeric with two stable domains: (a) an N-terminal domain of defined secondary and tertiary structure which is absent in eukaryotic HMGA proteins; (b) a C-terminal domain formed by the acidic and AT-hook segments and lacking defined structure. CarD, like HMGA proteins, binds specifically to the minor-groove of AT-rich DNA present in two appropriately spaced tracts. As in HMGA proteins, casein kinase II can phosphorylate the CarD acidic region, and this dramatically decreases the DNA binding affinity of CarD. The acidic region, in addition to modulating DNA binding, confers structural stability to CarD. We discuss how the structural and functional plasticity arising from domain organization in CarD could be linked to its role as a general transcriptional factor in M. xanthus.
Collapse
Affiliation(s)
- S Padmanabhan
- Departamento de Genética y Microbiologia and Area de Inmunologia, Universidad de Murcia, 30071 Murcia, Spain.
| | | | | | | | | |
Collapse
|
47
|
Abstract
Advances in data analysis are broadening the applicability of ultracentrifugation to the characterization of macromolecular behavior in complex solution. The direct fitting of sedimentation velocity data to the Lamm equation is emerging as a very powerful means to characterize size distributions, improve the precision of data analysis and increase experimental throughput. With improvements in data acquisition and analysis, ultracentrifugation is poised to make significant contributions to our understanding of how macromolecules behave in vivo.
Collapse
Affiliation(s)
- T Laue
- Center to Advance Molecular Interaction Science, University of New Hampshire, Durham 03824-3544, USA.
| |
Collapse
|
48
|
Abstract
To build a foundation for the single-molecule fluorescence microscopy of protein complexes, the present study achieved fluorescence microscopy of single, nucleic acid-free protein capsids of bacteriophage T7. The capsids were stained with Alexa 488 (green emission). Manipulation of the capsids' thermal motion was achieved in three dimensions. The procedure for manipulation included embedding the capsids in an agarose gel. The data indicate that the thermal motion of capsids is reduced by the sieving of the gel. The thermal motion can be reduced to any desired level. A semilogarithmic plot of an effective diffusion constant as a function of gel concentration is linear. Single, diffusing T7 capsids were also visualized in the presence of single DNA molecules that had been both stretched and immobilized by gel-embedding. The DNA molecules were stained with ethidium (orange emission). This study shows that single-molecule (protein and DNA) analysis is possible for both packaging of DNA in a bacteriophage capsid and other events of DNA metabolism. The major problem is the maintenance of biochemical activity.
Collapse
Affiliation(s)
- S Huang
- Department of Biochemistry, The University of Texas Health Science Center at San Antonio, San Antonio, Texas 78229-3900, USA
| | | | | |
Collapse
|
49
|
Laue TM, Stafford WF. Modern applications of analytical ultracentrifugation. ANNUAL REVIEW OF BIOPHYSICS AND BIOMOLECULAR STRUCTURE 2001; 28:75-100. [PMID: 10410796 DOI: 10.1146/annurev.biophys.28.1.75] [Citation(s) in RCA: 220] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Analytical ultracentrifugation is a classical method of biochemistry and molecular biology. Because it is a primary technique, sedimentation can provide first-principle hydrodynamic and first-principle thermodynamic information for nearly any molecule, in a wide range of solvents and over a wide range of solute concentrations. For many questions, it is the technique of choice. This review stresses what information is available from analytical ultracentrifugation and how that information is being extracted and used in contemporary applications.
Collapse
Affiliation(s)
- T M Laue
- Department of Biochemistry and Molecular Biology, University of New Hampshire, Durham 03824-3544, USA.
| | | |
Collapse
|
50
|
Carruthers LM, Tse C, Walker KP, Hansen JC. Assembly of defined nucleosomal and chromatin arrays from pure components. Methods Enzymol 2001; 304:19-35. [PMID: 10372353 DOI: 10.1016/s0076-6879(99)04004-5] [Citation(s) in RCA: 71] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- L M Carruthers
- Department of Biochemistry, University of Texas Health Science Center at San Antonio 78284-7760, USA
| | | | | | | |
Collapse
|