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Maity A, Choudhury AR, Chakrabarti R. Effect of Stapling on the Thermodynamics of mdm2-p53 Binding. J Chem Inf Model 2021; 61:1989-2000. [PMID: 33830760 DOI: 10.1021/acs.jcim.1c00219] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Protein-protein interaction (PPI) is one of the key regulatory features driving biomolecular processes and hence is targeted for designing therapeutics against diseases. Small peptides are a new and emerging class of therapeutics owing to their high specificity and low toxicity. For achieving efficient targeting of the PPI, amino acid side chains are often stapled together, resulting in the rigidification of these peptides. Exploring the scope of these peptides demands a comprehensive understanding of their working principle. In this work, two stapled p53 peptides have been considered to delineate their binding mechanism with mdm2 using computational approaches. The addition of stapling agent protects the secondary structure of the peptides even in the case of thermal and chemical denaturation. Although the introduction of a stapling agent increases the hydrophobicity of the peptide, the enthalpic stabilization decreases. This is overcome by the lowering of the entropic penalty, and the overall binding affinity improves. The mechanistic insights into the benefit of peptide stapling can be adopted for further improvement of peptide therapeutics.
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Affiliation(s)
- Atanu Maity
- Department of Chemistry, Indian Institute of Technology Bombay, Powai, Mumbai 400076, India
| | - Asha Rani Choudhury
- Department of Chemistry, Indian Institute of Technology Bombay, Powai, Mumbai 400076, India
| | - Rajarshi Chakrabarti
- Department of Chemistry, Indian Institute of Technology Bombay, Powai, Mumbai 400076, India
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2
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Torrillo PA, Bogetti AT, Chong LT. A Minimal, Adaptive Binning Scheme for Weighted Ensemble Simulations. J Phys Chem A 2021; 125:1642-1649. [PMID: 33577732 PMCID: PMC8091492 DOI: 10.1021/acs.jpca.0c10724] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
A promising approach for simulating rare events with rigorous kinetics is the weighted ensemble path sampling strategy. One challenge of this strategy is the division of configurational space into bins for sampling. Here we present a minimal adaptive binning (MAB) scheme for the automated, adaptive placement of bins along a progress coordinate within the framework of the weighted ensemble strategy. Results reveal that the MAB binning scheme, despite its simplicity, is more efficient than a manual, fixed binning scheme in generating transitions over large free energy barriers, generating a diversity of pathways, estimating rate constants, and sampling conformations. The scheme is general and extensible to any rare-events sampling strategy that employs progress coordinates.
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Affiliation(s)
- Paul A Torrillo
- Department of Chemistry, University of Pittsburgh, Pittsburgh, Pennsylvania 15260, United States
| | - Anthony T Bogetti
- Department of Chemistry, University of Pittsburgh, Pittsburgh, Pennsylvania 15260, United States
| | - Lillian T Chong
- Department of Chemistry, University of Pittsburgh, Pittsburgh, Pennsylvania 15260, United States
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3
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Yadahalli S, Li J, Lane DP, Gosavi S, Verma CS. Characterizing the conformational landscape of MDM2-binding p53 peptides using Molecular Dynamics simulations. Sci Rep 2017; 7:15600. [PMID: 29142290 PMCID: PMC5688104 DOI: 10.1038/s41598-017-15930-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2017] [Accepted: 11/03/2017] [Indexed: 11/09/2022] Open
Abstract
The conformational landscapes of p53 peptide variants and phage derived peptide (12/1) variants, all known to bind to MDM2, are studied using hamiltonian replica exchange molecular dynamics simulations. Complementing earlier observations, the current study suggests that the p53 peptides largely follow the ‘conformational selection’ paradigm in their recognition of and complexation by MDM2 while the 12/1 peptides likely undergo some element of conformational selection but are mostly driven by ‘binding induced folding’. This hypothesis is further supported by pulling simulations that pull the peptides away from their bound states with MDM2. This data extends the earlier mechanisms proposed to rationalize the entropically driven binding of the p53 set and the enthalpically driven binding of the 12/1 set. Using our hypothesis, we suggest mutations to the 12/1 peptide that increase its helicity in simulations and may, in turn, shift the binding towards conformational selection. In summary, understanding the conformational landscapes of the MDM2-binding peptides may suggest new peptide designs with bespoke binding mechanisms.
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Affiliation(s)
- Shilpa Yadahalli
- Simons Centre for the Study of Living Machines, National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bellary Road, Bangalore, 560065, India.,Bioinformatics Institute, A*STAR (Agency for Science, Technology and Research), 30 Biopolis Street, #07-01 Matrix, Singapore, 138671, Singapore.,Manipal University, Madhav Nagar, Manipal, 576104, India.,p53 Laboratory, A*STAR (Agency for Science, Technology and Research), 8A Biomedical Grove, #06-04/05 Neuros/Immunos, Singapore, 138648, Singapore
| | - Jianguo Li
- Bioinformatics Institute, A*STAR (Agency for Science, Technology and Research), 30 Biopolis Street, #07-01 Matrix, Singapore, 138671, Singapore.,Singapore Eye Research Institute, 11 Third Hospital Avenue, #06-00, Singapore, 168751, Singapore
| | - David P Lane
- p53 Laboratory, A*STAR (Agency for Science, Technology and Research), 8A Biomedical Grove, #06-04/05 Neuros/Immunos, Singapore, 138648, Singapore
| | - Shachi Gosavi
- Simons Centre for the Study of Living Machines, National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bellary Road, Bangalore, 560065, India
| | - Chandra S Verma
- Bioinformatics Institute, A*STAR (Agency for Science, Technology and Research), 30 Biopolis Street, #07-01 Matrix, Singapore, 138671, Singapore. .,Department of Biological Sciences, National University of Singapore, 16 Science Drive 4, Singapore, 11758, Singapore. .,School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, Singapore, 637551, Singapore.
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4
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Zhou G, Pantelopulos GA, Mukherjee S, Voelz VA. Bridging Microscopic and Macroscopic Mechanisms of p53-MDM2 Binding with Kinetic Network Models. Biophys J 2017; 113:785-793. [PMID: 28834715 DOI: 10.1016/j.bpj.2017.07.009] [Citation(s) in RCA: 58] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2016] [Revised: 07/10/2017] [Accepted: 07/20/2017] [Indexed: 01/16/2023] Open
Abstract
Under normal cellular conditions, the tumor suppressor protein p53 is kept at low levels in part due to ubiquitination by MDM2, a process initiated by binding of MDM2 to the intrinsically disordered transactivation domain (TAD) of p53. Many experimental and simulation studies suggest that disordered domains such as p53 TAD bind their targets nonspecifically before folding to a tightly associated conformation, but the microscopic details are unclear. Toward a detailed prediction of binding mechanisms, pathways, and rates, we have performed large-scale unbiased all-atom simulations of p53-MDM2 binding. Markov state models (MSMs) constructed from the trajectory data predict p53 TAD binding pathways and on-rates in good agreement with experiment. The MSM reveals that two key bound intermediates, each with a nonnative arrangement of hydrophobic residues in the MDM2 binding cleft, control the overall on-rate. Using microscopic rate information from the MSM, we parameterize a simple four-state kinetic model to 1) determine that induced-fit pathways dominate the binding flux over a large range of concentrations, and 2) predict how modulation of residual p53 helicity affects binding, in good agreement with experiment. These results suggest new ways in which microscopic models of peptide binding, coupled with simple few-state binding flux models, can be used to understand biological function in physiological contexts.
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Affiliation(s)
- Guangfeng Zhou
- Department of Chemistry, Temple University, Philadelphia, Pennsylvania
| | | | - Sudipto Mukherjee
- Department of Chemistry, Temple University, Philadelphia, Pennsylvania
| | - Vincent A Voelz
- Department of Chemistry, Temple University, Philadelphia, Pennsylvania.
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5
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Eukaryotic transcription factors: paradigms of protein intrinsic disorder. Biochem J 2017; 474:2509-2532. [DOI: 10.1042/bcj20160631] [Citation(s) in RCA: 81] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2017] [Revised: 04/19/2017] [Accepted: 05/05/2017] [Indexed: 12/17/2022]
Abstract
Gene-specific transcription factors (TFs) are key regulatory components of signaling pathways, controlling, for example, cell growth, development, and stress responses. Their biological functions are determined by their molecular structures, as exemplified by their structured DNA-binding domains targeting specific cis-acting elements in genes, and by the significant lack of fixed tertiary structure in their extensive intrinsically disordered regions. Recent research in protein intrinsic disorder (ID) has changed our understanding of transcriptional activation domains from ‘negative noodles’ to ID regions with function-related, short sequence motifs and molecular recognition features with structural propensities. This review focuses on molecular aspects of TFs, which represent paradigms of ID-related features. Through specific examples, we review how the ID-associated flexibility of TFs enables them to participate in large interactomes, how they use only a few hydrophobic residues, short sequence motifs, prestructured motifs, and coupled folding and binding for their interactions with co-activators, and how their accessibility to post-translational modification affects their interactions. It is furthermore emphasized how classic biochemical concepts like allostery, conformational selection, induced fit, and feedback regulation are undergoing a revival with the appreciation of ID. The review also describes the most recent advances based on computational simulations of ID-based interaction mechanisms and structural analysis of ID in the context of full-length TFs and suggests future directions for research in TF ID.
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Signorelli S, Santini S, Yamada T, Bizzarri AR, Beattie CW, Cannistraro S. Binding of Amphipathic Cell Penetrating Peptide p28 to Wild Type and Mutated p53 as studied by Raman, Atomic Force and Surface Plasmon Resonance spectroscopies. Biochim Biophys Acta Gen Subj 2017; 1861:910-921. [PMID: 28126403 DOI: 10.1016/j.bbagen.2017.01.022] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2016] [Revised: 12/21/2016] [Accepted: 01/20/2017] [Indexed: 10/20/2022]
Abstract
BACKGROUND Mutations within the DNA binding domain (DBD) of the tumor suppressor p53 are found in >50% of human cancers and may significantly modify p53 secondary structure impairing its function. p28, an amphipathic cell-penetrating peptide, binds to the DBD through hydrophobic interaction and induces a posttranslational increase in wildtype and mutant p53 restoring functionality. We use mutation analyses to explore which elements of secondary structure may be critical to p28 binding. METHODS Molecular modeling, Raman spectroscopy, Atomic Force Spectroscopy (AFS) and Surface Plasmon Resonance (SPR) were used to identify which secondary structure of site-directed and naturally occurring mutant DBDs are potentially altered by discrete changes in hydrophobicity and the molecular interaction with p28. RESULTS We show that specific point mutations that alter hydrophobicity within non-mutable and mutable regions of the p53 DBD alter specific secondary structures. The affinity of p28 was positively correlated with the β-sheet content of a mutant DBD, and reduced by an increase in unstructured or random coil that resulted from a loss in hydrophobicity and redistribution of surface charge. CONCLUSIONS These results help refine our knowledge of how mutations within p53-DBD alter secondary structure and provide insight on how potential structural alterations in p28 or similar molecules improve their ability to restore p53 function. GENERAL SIGNIFICANCE Raman spectroscopy, AFS, SPR and computational modeling are useful approaches to characterize how mutations within the p53DBD potentially affect secondary structure and identify those structural elements prone to influence the binding affinity of agents designed to increase the functionality of p53.
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Affiliation(s)
- Sara Signorelli
- Biophysics and Nanoscience Centre, DEB, Università della Tuscia, Viterbo, Italy; Department of Science, University Roma Tre, Rome, Italy
| | - Simona Santini
- Biophysics and Nanoscience Centre, DEB, Università della Tuscia, Viterbo, Italy
| | - Tohru Yamada
- Department of Surgery, Division of Surgical Oncology, University of Illinois College of Medicine, Chicago, IL, USA
| | - Anna Rita Bizzarri
- Biophysics and Nanoscience Centre, DEB, Università della Tuscia, Viterbo, Italy.
| | - Craig W Beattie
- Department of Surgery, Division of Surgical Oncology, University of Illinois College of Medicine, Chicago, IL, USA
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7
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Zwier MC, Pratt AJ, Adelman JL, Kaus JW, Zuckerman DM, Chong LT. Efficient Atomistic Simulation of Pathways and Calculation of Rate Constants for a Protein-Peptide Binding Process: Application to the MDM2 Protein and an Intrinsically Disordered p53 Peptide. J Phys Chem Lett 2016; 7:3440-5. [PMID: 27532687 PMCID: PMC5008990 DOI: 10.1021/acs.jpclett.6b01502] [Citation(s) in RCA: 70] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
The characterization of protein binding processes - with all of the key conformational changes - has been a grand challenge in the field of biophysics. Here, we have used the weighted ensemble path sampling strategy to orchestrate molecular dynamics simulations, yielding atomistic views of protein-peptide binding pathways involving the MDM2 oncoprotein and an intrinsically disordered p53 peptide. A total of 182 independent, continuous binding pathways were generated, yielding a kon that is in good agreement with experiment. These pathways were generated in 15 days using 3500 cores of a supercomputer, substantially faster than would be possible with "brute force" simulations. Many of these pathways involve the anchoring of p53 residue F19 into the MDM2 binding cleft when forming the metastable encounter complex, indicating that F19 may be a kinetically important residue. Our study demonstrates that it is now practical to generate pathways and calculate rate constants for protein binding processes using atomistic simulation on typical computing resources.
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Affiliation(s)
- Matthew C. Zwier
- Department of Chemistry, Drake University, Des Moines, Iowa 50311, United States
| | - Adam J. Pratt
- Department of Chemistry, University of Pittsburgh, Pittsburgh, Pennsylvania 15260, United States
| | - Joshua L. Adelman
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania 15260, United States
| | - Joseph W. Kaus
- Department of Chemistry, University of Pittsburgh, Pittsburgh, Pennsylvania 15260, United States
| | - Daniel M. Zuckerman
- Department of Computational and Systems Biology, University of Pittsburgh, Pittsburgh, Pennsylvania 15260, United States
| | - Lillian T. Chong
- Department of Chemistry, University of Pittsburgh, Pittsburgh, Pennsylvania 15260, United States
- Institute of Biochemistry and Biotechnology, Martin-Luther Universität Halle-Wittenberg, Halle 06120, Germany
- Corresponding Author:
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Chattopadhyay S, Ajani H, Basu G. Effect of introducing aib in a designed helical inhibitor of hdm2-p53 interaction: A molecular dynamics study. Biopolymers 2015; 106:51-61. [PMID: 26537425 DOI: 10.1002/bip.22761] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2015] [Revised: 10/15/2015] [Accepted: 11/01/2015] [Indexed: 11/09/2022]
Abstract
Although p53 is an intrinsically disordered protein, upon binding to Hdm2, a short stretch (residues 19-25) comprising the binding epitope assumes a helical backbone. Because the allowed conformational space of α-aminoisobutyric acid (Aib) is restricted to only the helical basin, Aib-containing helical mimics of p53 (binding epitope) are expected to inhibit interaction between p53 and Hdm2 with a much stronger affinity than the wild type p53 peptide (binding epitope), due to the entropic advantage associated with Aib. However, the IC50 values for the disruption of p53-Hdm2 interaction by Aib-p53 peptides and wild type p53 peptide were found to be comparable (J. Peptide Res. 2002, 60:88-94). To understand why incorporation of Aib didn't substantially increase Hdm2 affinity of Aib-p53 peptides, a series of molecular dynamics simulations were performed. It was found that despite stabilizing a helical backbone in the unbound state, the Aib residues in Aib-p53 peptide arrested two functionally important side-chains (F19 and W23) in non-productive conformations, resulting in relative side-chain orientations of the binding triad F19-W23-L26 incompatible with the bound conformation. Therefore, although a Aib-induced pre-formed helical peptide backbone in the unbound state is expected to favor binding, the locked side-chain orientations of the binding triad in non-productive modes would disfavor binding. This study shows that when using Aib to design functionally important helical peptides, care must be taken to consider potential interactions between side-chains of neighboring residues and Aib in the unbound state.
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Affiliation(s)
- Sarbani Chattopadhyay
- Department of Biophysics, Bose Institute, P-1/12 CIT Scheme VIIM, Kolkata, 700054, India
| | - Haresh Ajani
- Department of Biophysics, Bose Institute, P-1/12 CIT Scheme VIIM, Kolkata, 700054, India.,National Institute of Pharmaceutical Education and Research, 4, Raja S. C. Mullick Road, Jadavpur, Kolkata, 700032, India
| | - Gautam Basu
- Department of Biophysics, Bose Institute, P-1/12 CIT Scheme VIIM, Kolkata, 700054, India
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9
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Latysheva NS, Flock T, Weatheritt RJ, Chavali S, Babu MM. How do disordered regions achieve comparable functions to structured domains? Protein Sci 2015; 24:909-22. [PMID: 25752799 PMCID: PMC4456105 DOI: 10.1002/pro.2674] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2015] [Revised: 02/25/2015] [Accepted: 03/03/2015] [Indexed: 12/19/2022]
Abstract
The traditional structure to function paradigm conceives of a protein's function as emerging from its structure. In recent years, it has been established that unstructured, intrinsically disordered regions (IDRs) in proteins are equally crucial elements for protein function, regulation and homeostasis. In this review, we provide a brief overview of how IDRs can perform similar functions to structured proteins, focusing especially on the formation of protein complexes and assemblies and the mediation of regulated conformational changes. In addition to highlighting instances of such functional equivalence, we explain how differences in the biological and physicochemical properties of IDRs allow them to expand the functional and regulatory repertoire of proteins. We also discuss studies that provide insights into how mutations within functional regions of IDRs can lead to human diseases.
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Affiliation(s)
| | - Tilman Flock
- MRC Laboratory of Molecular BiologyCambridge, CB2 0QH, United Kingdom
| | | | - Sreenivas Chavali
- MRC Laboratory of Molecular BiologyCambridge, CB2 0QH, United Kingdom
| | - M Madan Babu
- MRC Laboratory of Molecular BiologyCambridge, CB2 0QH, United Kingdom
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11
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Miller C, Zerze GH, Mittal J. Molecular simulations indicate marked differences in the structure of amylin mutants, correlated with known aggregation propensity. J Phys Chem B 2013; 117:16066-75. [PMID: 24245879 DOI: 10.1021/jp409755y] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Human islet amyloid polypeptide (hIAPP), a 37-residue protein cosecreted with insulin by β-cells in the pancreas, is known to form amyloid fibrils in type II diabetes patients. This fibril formation is also associated with β-cell death. However, rat IAPP (rIAPP) does not aggregate into fibrils, nor is it associated with β-cell toxicity. Determining solution properties of hIAPP experimentally is difficult because it aggregates quickly. Our study uses molecular dynamics simulation to explore and compare in-solution characteristics of hIAPP and rIAPP, as well as two single-point hIAPP mutants, hIAPP I26P and hIAPP S20G, which exhibit observed differences from hIAPP in aggregation propensities. We find that all four polypeptide monomers sample structured states in solution. More importantly, differences in the helicity over residues 7-16 may play an important role in early aggregation, although this region is outside of commonly assumed amyloidogenic region 20-29. The long-range contacts, though unexpected of IDPs, cause variation in sampled conformations among four polypeptides within same amino acid sequence. Our results also yield evidence that previously determined structures bound to micelles are also transiently sampled in the solution state. In particular, similarities found in region 8-17 together with the helical differences that we observe in region 7-16 lead us to suggest that the region 7-16 is potentially responsible for amyloidogenic behavior of amylin peptides. Our results also provide support for the proposed mechanism of fibril formation based on experimentally observed transient helices in amyloidogenic peptides.
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Affiliation(s)
- Cayla Miller
- Department of Chemical Engineering, Lehigh University , Bethlehem, Pennsylvania 18015, United States
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12
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Promiscuity as a functional trait: intrinsically disordered regions as central players of interactomes. Biochem J 2013; 454:361-9. [PMID: 23988124 DOI: 10.1042/bj20130545] [Citation(s) in RCA: 133] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Because of their pervasiveness in eukaryotic genomes and their unique properties, understanding the role that ID (intrinsically disordered) regions in proteins play in the interactome is essential for gaining a better understanding of the network. Especially critical in determining this role is their ability to bind more than one partner using the same region. Studies have revealed that proteins containing ID regions tend to take a central role in protein interaction networks; specifically, they act as hubs, interacting with multiple different partners across time and space, allowing for the co-ordination of many cellular activities. There appear to be three different modules within ID regions responsible for their functionally promiscuous behaviour: MoRFs (molecular recognition features), SLiMs (small linear motifs) and LCRs (low complexity regions). These regions allow for functionality such as engaging in the formation of dynamic heteromeric structures which can serve to increase local activity of an enzyme or store a collection of functionally related molecules for later use. However, the use of promiscuity does not come without a cost: a number of diseases that have been associated with ID-containing proteins seem to be caused by undesirable interactions occurring upon altered expression of the ID-containing protein.
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Molecular dynamic simulation insights into the normal state and restoration of p53 function. Int J Mol Sci 2012; 13:9709-9740. [PMID: 22949826 PMCID: PMC3431824 DOI: 10.3390/ijms13089709] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Revised: 07/06/2012] [Accepted: 07/11/2012] [Indexed: 12/13/2022] Open
Abstract
As a tumor suppressor protein, p53 plays a crucial role in the cell cycle and in cancer prevention. Almost 50 percent of all human malignant tumors are closely related to a deletion or mutation in p53. The activity of p53 is inhibited by over-active celluar antagonists, especially by the over-expression of the negative regulators MDM2 and MDMX. Protein-protein interactions, or post-translational modifications of the C-terminal negative regulatory domain of p53, also regulate its tumor suppressor activity. Restoration of p53 function through peptide and small molecular inhibitors has become a promising strategy for novel anti-cancer drug design and development. Molecular dynamics simulations have been extensively applied to investigate the conformation changes of p53 induced by protein-protein interactions and protein-ligand interactions, including peptide and small molecular inhibitors. This review focuses on the latest MD simulation research, to provide an overview of the current understanding of interactions between p53 and its partners at an atomic level.
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Espinoza-Fonseca LM. Aromatic residues link binding and function of intrinsically disordered proteins. ACTA ACUST UNITED AC 2012; 8:237-46. [DOI: 10.1039/c1mb05239j] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
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