87 results on '"Choy WY"'
Search Results
2. Spectral parameter estimation by an iterative quadratic maximum likelihood method
- Author
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Zhu, G., Choy, WY, Sanctuary, BC, Zhu, G., Choy, WY, and Sanctuary, BC
- Abstract
An iterative quadratic maximum likelihood (IQML) method is applied to spectral parameter estimation of 1D NMR data. A careful comparison of the linear prediction (LP) method based on the singular value decomposition, the total least squares (TLS) method, and IQML has clearly demonstrated that IQML is superior to both the LP and TLS methods in terms of the accuracy and bias of the estimation. The superiority of the IQML method lies in the fact that constraints on the NMR signal can easily be incorporated into the iterative process, The iterative quadratic maximum likelihood method can be used to analyze NMR data directly or to provide a starting point for further data refinement. (C) 1998 Academic Press.
- Published
- 1998
3. Suppression of diagonal peaks with singular value decomposition
- Author
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Zhu, G., Choy, WY, Song, GQ, Sanctuary, BC, Zhu, G., Choy, WY, Song, GQ, and Sanctuary, BC
- Abstract
A number of modified two-dimensional NMR pulse sequences have been developed to suppress the diagonal peaks which may introduce severe spectral distortions, such as t(1)-ridges and large dispersive signals on the diagonal. However, these modifications increase the minimum number of scans, require more complicated experimental designs, and often decrease the sensitivity of the experiment. Here we present a post-acquisition method to remove the undesirable diagonal peaks by using singular value decomposition based on the observation that the diagonal peaks are larger in amplitude than the off-diagonal peaks. The effectiveness of the scheme is demonstrated by applying the method to process a phase sensitive COSY spectrum of alkyl-cyclohexyleneacetic ester. The method can also be used for the removal of the diagonal peaks in NOESY, ROESY, and other correlation spectra. (C) 1998 Academic Press.
- Published
- 1998
4. Using neural network predicted secondary structure information in automatic protein NMR assignment
- Author
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Choy, WY, Sanctuary, BC, Zhu, G., Choy, WY, Sanctuary, BC, and Zhu, G.
- Abstract
In CAPRI, an automated NMR assignment software package that was developed in our laboratory, both chemical shift values and coupling topologies of spin patterns are used ina procedure for amino acids recognition. By using a knowledge base of chemical shift distributions of the 20 amino acid types, fuzzy mathematics, and pattern recognition theory, the spin coupling topological graphs are mapped onto specific amino acid residues. In this work, we investigated the feasibility of using secondary structure: information of proteins as predicted by neural networks in the automated NMR assignment, As the H-1 and C-13 chemical shifts of proteins are known to correlate to their secondary structures, secondary structure information is useful in improving the amino acid recognition, in this study, the secondary structures of proteins predicted by the PHD protein server and our own trained neural networks are used in the amino acid type recognition, The results show that the predicted secondary structure information can help to improve the accuracy of the amino acid recognition.
- Published
- 1997
5. Stress-inducible phosphoprotein 1 (Sti1/Stip1/Hop) sequesters misfolded proteins during stress.
- Author
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Rutledge BS, Kim YJ, McDonald DW, Jurado-Coronel JC, Prado MAM, Johnson JL, Choy WY, and Duennwald ML
- Abstract
Co-chaperones are key elements of cellular protein quality control. They cooperate with the major heat shock proteins Hsp70 and Hsp90 in folding proteins and preventing the toxic accumulation of misfolded proteins upon exposure to stress. Hsp90 interacts with the co-chaperone stress-inducible phosphoprotein 1 (Sti1/Stip1/Hop) and activator of Hsp90 ATPase protein 1 (Aha1) among many others. Sti1 and Aha1 control the ATPase activity of Hsp90, but Sti1 also facilitates the transfer of client proteins from Hsp70 to Hsp90, thus connecting these two major branches of protein quality control. We find that misbalanced expression of Sti1 and Aha1 in yeast and mammalian cells causes severe growth defects. Also, deletion of STI1 causes an accumulation of soluble misfolded ubiquitinated proteins and a strong activation of the heat shock response. We discover that, during proteostatic stress, Sti1 forms cytoplasmic inclusions in yeast and mammalian cells that overlap with misfolded proteins. Our work indicates a key role of Sti1 in proteostasis independent of its Hsp90 ATPase regulatory functions by sequestering misfolded proteins during stress., (© 2024 The Author(s). The FEBS Journal published by John Wiley & Sons Ltd on behalf of Federation of European Biochemical Societies.)
- Published
- 2024
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6. Prospective surveillance and early intervention to prevent chronic breast cancer-related arm lymphedema-what are the barriers?
- Author
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Tse SSW, Wong C, Tane K, Kikawa Y, Rafn BS, Chan AW, Lee SF, Kwan JYY, AlKhaifi M, Sheung R, Kwong C, Tse A, Sham K, Ling J, Liu YM, Leung C, Chan F, Tsang S, Wong J, Choy WY, Choy YP, Lai J, Shum T, Chow E, and Wong HCY
- Subjects
- Humans, Female, Lymphedema etiology, Lymphedema prevention & control, Prospective Studies, Arm, Cancer Survivors, Chronic Disease, Quality of Life, Breast Neoplasms complications, Breast Cancer Lymphedema prevention & control, Breast Cancer Lymphedema etiology
- Abstract
Up to one in five early breast cancer patients develop chronic upper limb lymphedema after breast cancer treatments. This treatment complication is irreversible and can significantly impact the quality of life of breast cancer survivors. The model of prospective surveillance and early intervention has emerged as a potential strategy to prevent the development of this debilitating treatment-related complication. However, the widespread implementation of such programs worldwide is challenging. The aim of this review is to identify barriers of implementation, including selecting suitable patients to be enrolled, determining the optimal method for lymphedema screening, and choosing the most effective treatment to prevent progression when early or subclinical breast cancer-related arm lymphedema (BCRAL) is detected. Future research should develop accurate predictive models for the development of upper limb lymphedema using population based datasets with artificial intelligence and investigate the comparative efficacy of different screening methods and treatment options for early intervention for BCRAL. The medical community should also regularly review whether new treatments such as immunotherapy, targeted therapies and new surgical or radiation techniques could contribute to the development of arm lymphedema. By overcoming these barriers, we can improve the feasibility of implementing early prospective surveillance programs in clinical practice, ultimately improving the care and outcomes for breast cancer survivors at risk of treatment-related upper limb lymphedema.
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- 2024
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7. Molecular basis of the interactions between the disordered Neh4 and Neh5 domains of Nrf2 and CBP/p300 in oxidative stress response.
- Author
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Karunatilleke NC, Brickenden A, and Choy WY
- Subjects
- Humans, E1A-Associated p300 Protein metabolism, E1A-Associated p300 Protein chemistry, E1A-Associated p300 Protein genetics, p300-CBP Transcription Factors metabolism, p300-CBP Transcription Factors chemistry, p300-CBP Transcription Factors genetics, Protein Binding, NF-E2-Related Factor 2 metabolism, NF-E2-Related Factor 2 chemistry, NF-E2-Related Factor 2 genetics, Oxidative Stress, Protein Domains
- Abstract
Nuclear factor erythroid 2-related factor 2 (Nrf2) is a major transcription factor that functions in maintaining redox homeostasis in cells. It mediates the transcription of cytoprotective genes in response to environmental and endogenous stresses to prevent oxidative damage. Thus, Nrf2 plays a significant role in chemoprevention. However, aberrant activation of Nrf2 has been shown to protect cancer cells from apoptosis and contribute to their chemoresistance. The interaction between Nrf2 and CBP is critical for the gene transcription activation. CBP and its homologue p300 interact with two transactivation domains in Nrf2, Neh4, and Neh5 domains through their TAZ1 and TAZ2 domains. To date, the molecular basis of this crucial interaction is not known, hindering a more detailed understanding of the regulation of Nrf2. To close this knowledge gap, we have used a set of biophysical experiments to dissect the Nrf2-CBP/p300 interactions. Structural properties of Neh4 and Neh5 and their binding with the TAZ1 and TAZ2 domains of CBP/p300 were characterized. Our results show that the Neh4 and Neh5 domains of Nrf2 are intrinsically disordered, and they both can bind the TAZ1 and TAZ2 domains of CBP/p300 with micromolar affinities. The findings provide molecular insight into the regulation of Nrf2 by CBP/p300 through multi-domain interactions., (© 2024 The Author(s). Protein Science published by Wiley Periodicals LLC on behalf of The Protein Society.)
- Published
- 2024
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8. Stress-inducible phosphoprotein 1 (HOP/STI1/STIP1) regulates the accumulation and toxicity of α-synuclein in vivo.
- Author
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Lackie RE, de Miranda AS, Lim MP, Novikov V, Madrer N, Karunatilleke NC, Rutledge BS, Tullo S, Brickenden A, Maitland MER, Greenberg D, Gallino D, Luo W, Attaran A, Shlaifer I, Del Cid Pellitero E, Schild-Poulter C, Durcan TM, Fon EA, Duennwald M, Beraldo FH, Chakravarty MM, Bussey TJ, Saksida LM, Soreq H, Choy WY, Prado VF, and Prado MAM
- Subjects
- Animals, HSP90 Heat-Shock Proteins chemistry, HSP90 Heat-Shock Proteins metabolism, Humans, Mice, Molecular Chaperones metabolism, Phosphoproteins, Ubiquitins, alpha-Synuclein toxicity, Heat-Shock Proteins metabolism, Intrinsically Disordered Proteins, alpha-Synuclein metabolism
- Abstract
The predominantly pre-synaptic intrinsically disordered protein α-synuclein is prone to misfolding and aggregation in synucleinopathies, such as Parkinson's disease (PD) and Dementia with Lewy bodies (DLB). Molecular chaperones play important roles in protein misfolding diseases and members of the chaperone machinery are often deposited in Lewy bodies. Here, we show that the Hsp90 co-chaperone STI1 co-immunoprecipitated α-synuclein, and co-deposited with Hsp90 and Hsp70 in insoluble protein fractions in two mouse models of α-synuclein misfolding. STI1 and Hsp90 also co-localized extensively with filamentous S129 phosphorylated α-synuclein in ubiquitin-positive inclusions. In PD human brains, STI1 transcripts were increased, and in neurologically healthy brains, STI1 and α-synuclein transcripts correlated. Nuclear Magnetic Resonance (NMR) analyses revealed direct interaction of α-synuclein with STI1 and indicated that the STI1 TPR2A, but not TPR1 or TPR2B domains, interacted with the C-terminal domain of α-synuclein. In vitro, the STI1 TPR2A domain facilitated S129 phosphorylation by Polo-like kinase 3. Moreover, mice over-expressing STI1 and Hsp90ß presented elevated α-synuclein S129 phosphorylation accompanied by inclusions when injected with α-synuclein pre-formed fibrils. In contrast, reduced STI1 function decreased protein inclusion formation, S129 α-synuclein phosphorylation, while mitigating motor and cognitive deficits as well as mesoscopic brain atrophy in α-synuclein-over-expressing mice. Our findings reveal a vicious cycle in which STI1 facilitates the generation and accumulation of toxic α-synuclein conformers, while α-synuclein-induced proteostatic stress increased insoluble STI1 and Hsp90., (© 2022. The Author(s).)
- Published
- 2022
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9. Folding or holding?-Hsp70 and Hsp90 chaperoning of misfolded proteins in neurodegenerative disease.
- Author
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Rutledge BS, Choy WY, and Duennwald ML
- Subjects
- Adenosine Triphosphate metabolism, HSP90 Heat-Shock Proteins metabolism, Humans, Molecular Chaperones metabolism, Protein Binding, Protein Folding, HSP70 Heat-Shock Proteins metabolism, Neurodegenerative Diseases
- Abstract
The toxic accumulation of misfolded proteins as inclusions, fibrils, or aggregates is a hallmark of many neurodegenerative diseases. However, how molecular chaperones, such as heat shock protein 70 kDa (Hsp70) and heat shock protein 90 kDa (Hsp90), defend cells against the accumulation of misfolded proteins remains unclear. The ATP-dependent foldase function of both Hsp70 and Hsp90 actively transitions misfolded proteins back to their native conformation. By contrast, the ATP-independent holdase function of Hsp70 and Hsp90 prevents the accumulation of misfolded proteins. Foldase and holdase functions can protect against the toxicity associated with protein misfolding, yet we are only beginning to understand the mechanisms through which they modulate neurodegeneration. This review compares recent structural findings regarding the binding of Hsp90 to misfolded and intrinsically disordered proteins, such as tau, α-synuclein, and Tar DNA-binding protein 43. We propose that Hsp90 and Hsp70 interact with these proteins through an extended and dynamic interface that spans the surface of multiple domains of the chaperone proteins. This contrasts with many other Hsp90-client protein interactions for which only a single bound conformation of Hsp90 is proposed. The dynamic nature of these multidomain interactions allows for polymorphic binding of multiple conformations to vast regions of Hsp90. The holdase functions of Hsp70 and Hsp90 may thus allow neuronal cells to modulate misfolded proteins more efficiently by reducing the long-term ATP running costs of the chaperone budget. However, it remains unclear whether holdase functions protect cells by preventing aggregate formation or can increase neurotoxicity by inadvertently stabilizing deleterious oligomers., Competing Interests: Conflict of interest The authors declare that they have no conflicts of interest with the contents of this article., (Copyright © 2022 The Authors. Published by Elsevier Inc. All rights reserved.)
- Published
- 2022
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10. AlphaFold2: A Role for Disordered Protein/Region Prediction?
- Author
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Wilson CJ, Choy WY, and Karttunen M
- Subjects
- Molecular Dynamics Simulation, Protein Conformation, Protein Domains, Protein Structure, Secondary, Intrinsically Disordered Proteins chemistry
- Abstract
The development of AlphaFold2 marked a paradigm-shift in the structural biology community. Herein, we assess the ability of AlphaFold2 to predict disordered regions against traditional sequence-based disorder predictors. We find that AlphaFold2 performs well at discriminating disordered regions, but also note that the disorder predictor one constructs from an AlphaFold2 structure determines accuracy. In particular, a naïve, but non-trivial assumption that residues assigned to helices, strands, and H-bond stabilized turns are likely ordered and all other residues are disordered results in a dramatic overestimation in disorder; conversely, the predicted local distance difference test (pLDDT) provides an excellent measure of residue-wise disorder. Furthermore, by employing molecular dynamics (MD) simulations, we note an interesting relationship between the pLDDT and secondary structure, that may explain our observations and suggests a broader application of the pLDDT for characterizing the local dynamics of intrinsically disordered proteins and regions (IDPs/IDRs).
- Published
- 2022
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11. A novel yeast model detects Nrf2 and Keap1 interactions with Hsp90.
- Author
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Ngo V, Brickenden A, Liu H, Yeung C, Choy WY, and Duennwald ML
- Subjects
- Adaptor Proteins, Signal Transducing metabolism, Humans, Kelch-Like ECH-Associated Protein 1, Oxidative Stress, NF-E2-Related Factor 2 metabolism, Saccharomyces cerevisiae metabolism
- Abstract
Nrf2 is the master transcriptional regulator of cellular responses against oxidative stress. It is chiefly regulated by Keap1, a substrate adaptor protein that mediates Nrf2 degradation. Nrf2 activity is also influenced by many other protein interactions that provide Keap1-independent regulation. To study Nrf2 regulation, we established and characterized yeast models expressing human Nrf2 (also known as NFE2L2), Keap1 and other proteins that interact with and regulate Nrf2. Yeast models have been well established as powerful tools to study protein function and genetic and physical protein-protein interactions. In this work, we recapitulate previously described Nrf2 interactions in yeast and discover that Nrf2 interacts with the molecular chaperone Hsp90. Our work establishes yeast as a useful tool to study Nrf2 interactions and provides new insight into the crosstalk between the antioxidant response and the heat shock response., Competing Interests: Competing interests The authors declare no competing or financial interests., (© 2022. Published by The Company of Biologists Ltd.)
- Published
- 2022
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12. Oxidative Stress-Induced Misfolding and Inclusion Formation of Nrf2 and Keap1.
- Author
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Ngo V, Karunatilleke NC, Brickenden A, Choy WY, and Duennwald ML
- Abstract
Cells that experience high levels of oxidative stress respond by inducing antioxidant proteins through activation of the protein transcription factor nuclear factor erythroid 2-related factor 2 (Nrf2). Nrf2 is negatively regulated by the E3 ubiquitin ligase Kelch-like ECH-associated protein 1 (Keap1), which binds to Nrf2 to facilitate its ubiquitination and ensuing proteasomal degradation under basal conditions. Here, we studied protein folding and misfolding in Nrf2 and Keap1 in yeast, mammalian cells, and purified proteins under oxidative stress conditions. Both Nrf2 and Keap1 are susceptible to protein misfolding and inclusion formation upon oxidative stress. We propose that the intrinsically disordered regions within Nrf2 and the high cysteine content of Keap1 contribute to their oxidation and the ensuing misfolding. Our work reveals previously unexplored aspects of Nrf2 and Keap1 regulation and/or dysregulation by oxidation-induced protein misfolding.
- Published
- 2022
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13. Matrin3: Disorder and ALS Pathogenesis.
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Salem A, Wilson CJ, Rutledge BS, Dilliott A, Farhan S, Choy WY, and Duennwald ML
- Abstract
Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disorder characterized by the degeneration of both upper and lower motor neurons in the brain and spinal cord. ALS is associated with protein misfolding and inclusion formation involving RNA-binding proteins, including TAR DNA-binding protein (TDP-43) and fused in sarcoma (FUS). The 125-kDa Matrin3 is a highly conserved nuclear DNA/RNA-binding protein that is implicated in many cellular processes, including binding and stabilizing mRNA, regulating mRNA nuclear export, modulating alternative splicing, and managing chromosomal distribution. Mutations in MATR3 , the gene encoding Matrin3, have been identified as causal in familial ALS (fALS). Matrin3 lacks a prion-like domain that characterizes many other ALS-associated RNA-binding proteins, including TDP-43 and FUS, however, our bioinformatics analyses and preliminary studies document that Matrin3 contains long intrinsically disordered regions that may facilitate promiscuous interactions with many proteins and may contribute to its misfolding. In addition, these disordered regions in Matrin3 undergo numerous post-translational modifications, including phosphorylation, ubiquitination and acetylation that modulate the function and misfolding of the protein. Here we discuss the disordered nature of Matrin3 and review the factors that may promote its misfolding and aggregation, two elements that might explain its role in ALS pathogenesis., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2022 Salem, Wilson, Rutledge, Dilliott, Farhan, Choy and Duennwald.)
- Published
- 2022
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14. Nrf2, the Major Regulator of the Cellular Oxidative Stress Response, is Partially Disordered.
- Author
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Karunatilleke NC, Fast CS, Ngo V, Brickenden A, Duennwald ML, Konermann L, and Choy WY
- Subjects
- Binding Sites, Humans, Intrinsically Disordered Proteins genetics, Kelch-Like ECH-Associated Protein 1 genetics, Models, Molecular, NF-E2-Related Factor 2 genetics, Oxidative Stress, Protein Binding, Protein Structure, Tertiary, Intrinsically Disordered Proteins chemistry, Intrinsically Disordered Proteins metabolism, Kelch-Like ECH-Associated Protein 1 metabolism, NF-E2-Related Factor 2 chemistry, NF-E2-Related Factor 2 metabolism
- Abstract
Nuclear factor erythroid 2-related factor 2 (Nrf2) is a transcription regulator that plays a pivotal role in coordinating the cellular response to oxidative stress. Through interactions with other proteins, such as Kelch-like ECH-associated protein 1 (Keap1), CREB-binding protein (CBP), and retinoid X receptor alpha (RXRα), Nrf2 mediates the transcription of cytoprotective genes critical for removing toxicants and preventing DNA damage, thereby playing a significant role in chemoprevention. Dysregulation of Nrf2 is linked to tumorigenesis and chemoresistance, making Nrf2 a promising target for anticancer therapeutics. However, despite the physiological importance of Nrf2, the molecular details of this protein and its interactions with most of its targets remain unknown, hindering the rational design of Nrf2-targeted therapeutics. With this in mind, we used a combined bioinformatics and experimental approach to characterize the structure of full-length Nrf2 and its interaction with Keap1. Our results show that Nrf2 is partially disordered, with transiently structured elements in its Neh2, Neh7, and Neh1 domains. Moreover, interaction with the Kelch domain of Keap1 leads to protection of the binding motifs in the Neh2 domain of Nrf2, while the rest of the protein remains highly dynamic. This work represents the first detailed structural characterization of full-length Nrf2 and provides valuable insights into the molecular basis of Nrf2 activity modulation in oxidative stress response.
- Published
- 2021
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15. KEAP1 Cancer Mutants: A Large-Scale Molecular Dynamics Study of Protein Stability.
- Author
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Wilson CJ, Chang M, Karttunen M, and Choy WY
- Subjects
- Binding Sites genetics, Cell Line, Tumor, Humans, Molecular Dynamics Simulation, Protein Binding genetics, Protein Stability, Kelch-Like ECH-Associated Protein 1 genetics, Lung Neoplasms genetics, Mutation, Missense genetics
- Abstract
We have performed 280 μs of unbiased molecular dynamics (MD) simulations to investigate the effects of 12 different cancer mutations on Kelch-like ECH-associated protein 1 (KEAP1) (G333C, G350S, G364C, G379D, R413L, R415G, A427V, G430C, R470C, R470H, R470S and G476R), one of the frequently mutated proteins in lung cancer. The aim was to provide structural insight into the effects of these mutants, including a new class of ANCHOR (additionally NRF2-complexed hypomorph) mutant variants. Our work provides additional insight into the structural dynamics of mutants that could not be analyzed experimentally, painting a more complete picture of their mutagenic effects. Notably, blade-wise analysis of the Kelch domain points to stability as a possible target of cancer in KEAP1. Interestingly, structural analysis of the R470C ANCHOR mutant, the most prevalent missense mutation in KEAP1, revealed no significant change in structural stability or NRF2 binding site dynamics, possibly indicating an covalent modification as this mutant's mode of action.
- Published
- 2021
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16. Exploring the Conformational Landscape of the Neh4 and Neh5 Domains of Nrf2 Using Two Different Force Fields and Circular Dichroism.
- Author
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Chang M, Wilson CJ, Karunatilleke NC, Moselhy MH, Karttunen M, and Choy WY
- Subjects
- Humans, Markov Chains, Molecular Dynamics Simulation, Probability, Protein Conformation, Protein Domains, Reproducibility of Results, Circular Dichroism methods, NF-E2-Related Factor 2 chemistry
- Abstract
The nuclear factor erythroid 2-related factor 2 (Nrf2)-ARE transcriptional response pathway plays a critical role in protecting the cell from oxidative stresses via the upregulation of cytoprotective genes. Aberrant activation of Nrf2 in cancer cells can confer this cytoprotectivity, thereby reducing the efficacy of both chemotherapeutics and radiotherapies. Key to this antioxidant pathway is the interaction between Nrf2 and CREB binding protein (CBP), mediated by the Neh4 and Neh5 domains of Nrf2. Disruption of this interaction via small-molecule therapeutics could negate the effects of aberrant Nrf2 upregulation. Due to the disordered nature of these domains, there remains no three-dimensional structure of Neh4 or Neh5, making structure-based drug design a challenge. Here, we performed 48 μs of unbiased molecular dynamics (MD) simulations with the Amber99SB*-ILDNP and CHARMM36m force fields and circular dichroism (CD) spectropolarimetry experiments to elucidate the free-state structures of these domains; no previous data regarding their conformational landscapes exists. There are two main findings: First, we find Neh5 to be markedly more disordered than Neh4, which has nine residues in the middle of the domain showing α-helical propensity, thus pointing to Neh4 and Neh5 having different binding mechanisms. Second, the two force fields show strong differences for the glutamic acid-rich Neh5 peptide but are in reasonable agreement for Neh4, which has no glutamic acid. The CHARMM36m force field agrees more closely with the CD results.
- Published
- 2021
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17. Increased levels of Stress-inducible phosphoprotein-1 accelerates amyloid-β deposition in a mouse model of Alzheimer's disease.
- Author
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Lackie RE, Marques-Lopes J, Ostapchenko VG, Good S, Choy WY, van Oosten-Hawle P, Pasternak SH, Prado VF, and Prado MAM
- Subjects
- Alzheimer Disease metabolism, Animals, Brain metabolism, Brain pathology, Caenorhabditis elegans, Caenorhabditis elegans Proteins metabolism, Humans, Mice, Nuclear Proteins metabolism, Alzheimer Disease pathology, Amyloid beta-Peptides metabolism, Disease Models, Animal, Heat-Shock Proteins metabolism, Plaque, Amyloid metabolism
- Abstract
Molecular chaperones and co-chaperones, which are part of the protein quality control machinery, have been shown to regulate distinct aspects of Alzheimer's Disease (AD) pathology in multiple ways. Notably, the co-chaperone STI1, which presents increased levels in AD, can protect mammalian neurons from amyloid-β toxicity in vitro and reduced STI1 levels worsen Aβ toxicity in C. elegans. However, whether increased STI1 levels can protect neurons in vivo remains unknown. We determined that overexpression of STI1 and/or Hsp90 protected C. elegans expressing Aβ
(3-42) against Aβ-mediated paralysis. Mammalian neurons were also protected by elevated levels of endogenous STI1 in vitro, and this effect was mainly due to extracellular STI1. Surprisingly, in the 5xFAD mouse model of AD, by overexpressing STI1, we find increased amyloid burden, which amplifies neurotoxicity and worsens spatial memory deficits in these mutants. Increased levels of STI1 disturbed the expression of Aβ-regulating enzymes (BACE1 and MMP-2), suggesting potential mechanisms by which amyloid burden is increased in mice. Notably, we observed that STI1 accumulates in dense-core AD plaques in both 5xFAD mice and human brain tissue. Our findings suggest that elevated levels of STI1 contribute to Aβ accumulation, and that STI1 is deposited in AD plaques in mice and humans. We conclude that despite the protective effects of STI1 in C. elegans and in mammalian cultured neurons, in vivo, the predominant effect of elevated STI1 is deleterious in AD.- Published
- 2020
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18. Modulation of hippocampal neuronal resilience during aging by the Hsp70/Hsp90 co-chaperone STI1.
- Author
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Lackie RE, Razzaq AR, Farhan SMK, Qiu LR, Moshitzky G, Beraldo FH, Lopes MH, Maciejewski A, Gros R, Fan J, Choy WY, Greenberg DS, Martins VR, Duennwald ML, Lerch JP, Soreq H, Prado VF, and Prado MAM
- Subjects
- Adaptation, Physiological physiology, Aging genetics, Animals, Embryonic Stem Cells metabolism, Gene Knockout Techniques methods, HSP70 Heat-Shock Proteins genetics, HSP90 Heat-Shock Proteins genetics, Heat-Shock Proteins genetics, Hippocampus cytology, Humans, Male, Mice, Mice, Inbred C57BL, Molecular Chaperones genetics, Neurons metabolism, Aging metabolism, HSP70 Heat-Shock Proteins metabolism, HSP90 Heat-Shock Proteins metabolism, Heat-Shock Proteins deficiency, Hippocampus metabolism, Molecular Chaperones metabolism
- Abstract
Chaperone networks are dysregulated with aging, but whether compromised Hsp70/Hsp90 chaperone function disturbs neuronal resilience is unknown. Stress-inducible phosphoprotein 1 (STI1; STIP1; HOP) is a co-chaperone that simultaneously interacts with Hsp70 and Hsp90, but whose function in vivo remains poorly understood. We combined in-depth analysis of chaperone genes in human datasets, analysis of a neuronal cell line lacking STI1 and of a mouse line with a hypomorphic Stip1 allele to investigate the requirement for STI1 in aging. Our experiments revealed that dysfunctional STI1 activity compromised Hsp70/Hsp90 chaperone network and neuronal resilience. The levels of a set of Hsp90 co-chaperones and client proteins were selectively affected by reduced levels of STI1, suggesting that their stability depends on functional Hsp70/Hsp90 machinery. Analysis of human databases revealed a subset of co-chaperones, including STI1, whose loss of function is incompatible with life in mammals, albeit they are not essential in yeast. Importantly, mice expressing a hypomorphic STI1 allele presented spontaneous age-dependent hippocampal neurodegeneration and reduced hippocampal volume, with consequent spatial memory deficit. We suggest that impaired STI1 function compromises Hsp70/Hsp90 chaperone activity in mammals and can by itself cause age-dependent hippocampal neurodegeneration in mice. Cover Image for this issue: doi: 10.1111/jnc.14749., (© 2019 International Society for Neurochemistry.)
- Published
- 2020
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19. Prediction of Binding Energy of Keap1 Interaction Motifs in the Nrf2 Antioxidant Pathway and Design of Potential High-Affinity Peptides.
- Author
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Karttunen M, Choy WY, and Cino EA
- Subjects
- Amino Acid Sequence, Antioxidants chemistry, Antioxidants metabolism, Binding Sites, Humans, Kelch-Like ECH-Associated Protein 1 chemistry, Molecular Dynamics Simulation, NF-E2-Related Factor 2 chemistry, Peptides chemistry, Peptides metabolism, Protein Binding, Thermodynamics, Kelch-Like ECH-Associated Protein 1 metabolism, NF-E2-Related Factor 2 metabolism
- Abstract
Nuclear factor erythroid 2-related factor 2 (Nrf2) is a transcription factor and principal regulator of the antioxidant pathway. The Kelch domain of Kelch-like ECH-associated protein 1 (Keap1) binds to motifs in the N-terminal region of Nrf2, promoting its degradation. There is interest in developing ligands that can compete with Nrf2 for binding to Kelch, thereby activating its transcriptional activities and increasing antioxidant levels. Using experimental Δ G
bind values of Kelch-binding motifs determined previously, a revised hydrophobicity-based model was developed for estimating Δ Gbind from amino acid sequence and applied to rank potential uncharacterized Kelch-binding motifs identified from interaction databases and BLAST searches. Model predictions and molecular dynamics (MD) simulations suggested that full-length MAD2A binds Kelch more favorably than a high-affinity 20-mer Nrf2 E78P peptide, but that the motif in isolation is not a particularly strong binder. Endeavoring to develop shorter peptides for activating Nrf2, new designs were created based on the E78P peptide, some of which showed considerable propensity to form binding-competent structures in MD, and were predicted to interact with Kelch more favorably than the E78P peptide. The peptides could be promising new ligands for enhancing the oxidative stress response.- Published
- 2018
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20. Molecular basis for the interaction between stress-inducible phosphoprotein 1 (STIP1) and S100A1.
- Author
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Maciejewski A, Prado VF, Prado MAM, and Choy WY
- Subjects
- Binding Sites, Calorimetry, Dimerization, Heat-Shock Proteins chemistry, Heat-Shock Proteins genetics, Humans, Hydrophobic and Hydrophilic Interactions, Kinetics, Molecular Docking Simulation, Nuclear Magnetic Resonance, Biomolecular, Peptide Fragments chemistry, Peptide Fragments genetics, Peptide Fragments metabolism, Protein Conformation, Protein Conformation, alpha-Helical, Protein Interaction Domains and Motifs, Recombinant Fusion Proteins chemistry, Recombinant Fusion Proteins metabolism, Recombinant Proteins chemistry, Recombinant Proteins metabolism, Repetitive Sequences, Amino Acid, S100 Proteins chemistry, S100 Proteins genetics, Thermodynamics, Ultracentrifugation, Heat-Shock Proteins metabolism, Models, Molecular, S100 Proteins metabolism
- Abstract
Stress-inducible phosphoprotein 1 (STIP1) is a cellular co-chaperone, which regulates heat-shock protein 70 (Hsp70) and Hsp90 activity during client protein folding. Members of the S100 family of dimeric calcium-binding proteins have been found to inhibit Hsp association with STIP1 through binding of STIP1 tetratricopeptide repeat (TPR) domains, possibly regulating the chaperone cycle. Here, we investigated the molecular basis of S100A1 binding to STIP1. We show that three S100A1 dimers associate with one molecule of STIP1 in a calcium-dependent manner. Isothermal titration calorimetry revealed that individual STIP1 TPR domains, TPR1, TPR2A and TPR2B, bind a single S100A1 dimer with significantly different affinities and that the TPR2B domain possesses the highest affinity for S100A1. S100A1 bound each TPR domain through a common binding interface composed of α-helices III and IV of each S100A1 subunit, which is only accessible following a large conformational change in S100A1 upon calcium binding. The TPR2B-binding site for S100A1 was predominately mapped to the C-terminal α-helix of TPR2B, where it is inserted into the hydrophobic cleft of an S100A1 dimer, suggesting a novel binding mechanism. Our data present the structural basis behind STIP1 and S100A1 complex formation, and provide novel insights into TPR module-containing proteins and S100 family member complexes., (© 2017 The Author(s); published by Portland Press Limited on behalf of the Biochemical Society.)
- Published
- 2017
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21. The Hsp70/Hsp90 Chaperone Machinery in Neurodegenerative Diseases.
- Author
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Lackie RE, Maciejewski A, Ostapchenko VG, Marques-Lopes J, Choy WY, Duennwald ML, Prado VF, and Prado MAM
- Abstract
The accumulation of misfolded proteins in the human brain is one of the critical features of many neurodegenerative diseases, including Alzheimer's disease (AD). Assembles of beta-amyloid (Aβ) peptide-either soluble (oligomers) or insoluble (plaques) and of tau protein, which form neurofibrillary tangles, are the major hallmarks of AD. Chaperones and co-chaperones regulate protein folding and client maturation, but they also target misfolded or aggregated proteins for refolding or for degradation, mostly by the proteasome. They form an important line of defense against misfolded proteins and are part of the cellular quality control system. The heat shock protein (Hsp) family, particularly Hsp70 and Hsp90, plays a major part in this process and it is well-known to regulate protein misfolding in a variety of diseases, including tau levels and toxicity in AD. However, the role of Hsp90 in regulating protein misfolding is not yet fully understood. For example, knockdown of Hsp90 and its co-chaperones in a Caenorhabditis elegans model of Aβ misfolding leads to increased toxicity. On the other hand, the use of Hsp90 inhibitors in AD mouse models reduces Aβ toxicity, and normalizes synaptic function. Stress-inducible phosphoprotein 1 (STI1), an intracellular co-chaperone, mediates the transfer of clients from Hsp70 to Hsp90. Importantly, STI1 has been shown to regulate aggregation of amyloid-like proteins in yeast. In addition to its intracellular function, STI1 can be secreted by diverse cell types, including astrocytes and microglia and function as a neurotrophic ligand by triggering signaling via the cellular prion protein (PrP
C ). Extracellular STI1 can prevent Aβ toxic signaling by (i) interfering with Aβ binding to PrPC and (ii) triggering pro-survival signaling cascades. Interestingly, decreased levels of STI1 in C. elegans can also increase toxicity in an amyloid model. In this review, we will discuss the role of intracellular and extracellular STI1 and the Hsp70/Hsp90 chaperone network in mechanisms underlying protein misfolding in neurodegenerative diseases, with particular focus on AD.- Published
- 2017
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22. Conformational characterization of the intrinsically disordered protein Chibby: Interplay between structural elements in target recognition.
- Author
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Killoran RC, Sowole MA, Halim MA, Konermann L, and Choy WY
- Subjects
- Binding Sites, Carrier Proteins genetics, Cloning, Molecular, Conserved Sequence, Deuterium Exchange Measurement, Escherichia coli genetics, Escherichia coli metabolism, Gene Expression, Humans, Intrinsically Disordered Proteins genetics, Mass Spectrometry methods, Neoplasm Proteins genetics, Nuclear Proteins genetics, Protein Binding, Protein Domains, Protein Structure, Secondary, Recombinant Proteins chemistry, Recombinant Proteins genetics, Wnt Signaling Pathway, Carrier Proteins chemistry, Intrinsically Disordered Proteins chemistry, Neoplasm Proteins chemistry, Nuclear Proteins chemistry
- Abstract
The protein Chibby (Cby) is an antagonist of the Wnt signaling pathway, where it inhibits the binding between the transcriptional coactivator β-catenin and the Tcf/Lef transcription factors. The 126 residue Cby is partially disordered; its N-terminal half is unstructured while its C-terminal half comprises a coiled-coil domain. Previous structural analyses of Cby using NMR spectroscopy suffered from severe line broadening for residues within the protein's C-terminal half, hindering detailed characterization of the coiled-coil domain. Here, we use hydrogen/deuterium exchange-mass spectrometry (HDX-MS) to examine Cby's C-terminal half. Results reveal that Cby is divided into three structural elements: a disordered N-terminal half, a coiled-coil domain, and a C-terminal unstructured extension consisting of the last ∼ 25 residues (which we term C-terminal extension). A series of truncation constructs were designed to assess the roles of individual structural elements in protein stability and Cby binding to TC-1, a positive regulator of the Wnt signaling pathway. CD and NMR data show that Cby maintains coiled-coil structure upon deletion of either disordered region. NMR and ITC binding experiments between Cby and TC-1 illustrate that the interaction is retained upon deletion of either Cby's N-terminal half or its C-terminal extension. Intriguingly, Cby's C-terminal half alone binds to TC-1 with significantly greater affinity compared to full-length Cby, implying that target binding of the coiled-coil domain is affected by the flanking disordered regions., (© 2016 The Protein Society.)
- Published
- 2016
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23. Domains of STIP1 responsible for regulating PrPC-dependent amyloid-β oligomer toxicity.
- Author
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Maciejewski A, Ostapchenko VG, Beraldo FH, Prado VF, Prado MA, and Choy WY
- Subjects
- Animals, Binding Sites, Cell Death genetics, Cell Death physiology, Cells, Cultured, Heat-Shock Proteins genetics, Hippocampus cytology, Magnetic Resonance Spectroscopy, Mice, Neurons metabolism, Protein Binding, Protein Domains genetics, Protein Domains physiology, Signal Transduction genetics, Signal Transduction physiology, Amyloid beta-Peptides metabolism, Heat-Shock Proteins chemistry, Heat-Shock Proteins metabolism, PrPC Proteins metabolism
- Abstract
Soluble oligomers of amyloid-beta peptide (AβO) transmit neurotoxic signals through the cellular prion protein (PrP(C)) in Alzheimer's disease (AD). Secreted stress-inducible phosphoprotein 1 (STIP1), an Hsp70 and Hsp90 cochaperone, inhibits AβO binding to PrP(C) and protects neurons from AβO-induced cell death. Here, we investigated the molecular interactions between AβO and STIP1 binding to PrP(C) and their effect on neuronal cell death. We showed that residues located in a short region of PrP (90-110) mediate AβO binding and we narrowed the major interaction in this site to amino acids 91-100. In contrast, multiple binding sites on STIP1 (DP1, TPR1 and TPR2A) contribute to PrP binding. DP1 bound the N-terminal of PrP (residues 23-95), whereas TPR1 and TPR2A showed binding to the C-terminal of PrP (residues 90-231). Importantly, only TPR1 and TPR2A directly inhibit both AβO binding to PrP and cell death. Furthermore, our structural studies reveal that TPR1 and TPR2A bind to PrP through distinct regions. The TPR2A interface was shown to be much more extensive and to partially overlap with the Hsp90 binding site. Our data show the possibility of a PrP, STIP1 and Hsp90 ternary complex, which may influence AβO-mediated cell death., (© 2016 The Author(s). published by Portland Press Limited on behalf of the Biochemical Society.)
- Published
- 2016
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24. Characterization of the Free State Ensemble of the CoRNR Box Motif by Molecular Dynamics Simulations.
- Author
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Cino EA, Choy WY, and Karttunen M
- Subjects
- Humans, Principal Component Analysis, Molecular Dynamics Simulation, Nuclear Receptor Co-Repressor 1 chemistry
- Abstract
Intrinsically disordered proteins (IDPs) and regions are highly prevalent in eukaryotic proteomes, and like folded proteins, they perform essential biological functions. Interaction sites in folded proteins are generally formed by tertiary structures, whereas IDPs use short segments called linear motifs (LMs). Despite their short length and lack of stable structure, LMs may have considerable structural propensities, which often resemble bound-state conformations with targets. Structural data is crucial for understanding the molecular basis of protein interactions and development of targeted pharmaceuticals, but IDPs present considerable challenges to experimental techniques. As a result, IDPs are largely underrepresented in the Protein Data Bank. In the face of experimental challenges, molecular dynamics (MD) simulations have proven to be a useful tool for structural characterization of IDPs. Here, the free state ensemble of the nuclear receptor corepressor 1 (NCOR1) CoRNR box 3 motif, which is important for binding to nuclear receptors to control gene expression, is studied using MD simulations of a total of 8 μs. Transitions between disordered and α-helical conformations resembling a bound-state structure were observed throughout the trajectory, indicating that the motif may have a natural conformational bias toward bound-state structures. The data shows that the disordered and folded populations are separated by a low energy (4-6 kJ/mol) barrier, and the presence of off-pathway intermediates, leading to a C-terminally folded species that cannot efficiently transition into a completely folded conformation. Structural transitions and folding pathways within the free state ensemble were well-described by principal component analysis (PCA) of the peptide backbone dihedral angles, with the analysis providing insight for increasing structural homogeneity of the ensemble.
- Published
- 2016
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25. Binding of Disordered Peptides to Kelch: Insights from Enhanced Sampling Simulations.
- Author
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Do TN, Choy WY, and Karttunen M
- Subjects
- Humans, Intracellular Signaling Peptides and Proteins chemistry, Kelch-Like ECH-Associated Protein 1, Molecular Dynamics Simulation, NF-E2-Related Factor 2 chemistry, NF-E2-Related Factor 2 metabolism, Protein Binding, Protein Precursors chemistry, Protein Structure, Tertiary, Thymosin analogs & derivatives, Thymosin chemistry, Intracellular Signaling Peptides and Proteins metabolism
- Abstract
Keap1 protein plays an essential role in regulating cellular oxidative stress response and is a crucial binding hub for multiple proteins, several of which are intrinsically disordered proteins (IDP). Among Kelch's IDP binding partners, NRF2 and PTMA are the two most interesting cases. They share a highly similar binding motif; however, NRF2 binds to Kelch with a binding affinity of approximately 100-fold higher than that of PTMA. In this study, we perform an exhaustive sampling composed of 6 μs well-tempered metadynamics and 2 μs unbiased molecular dynamics (MD) simulations aiming at characterizing the binding mechanisms and structural properties of these two peptides. Our results agree with previous experimental observations that PTMA is remarkably more disordered than NRF2 in both the free and bound states. This explains PTMA's lower binding affinity. Our extensive sampling also provides valuable insights into the vast conformational ensembles of both NRF2 and PTMA, supports the hypothesis of coupled folding-binding, and confirms the essential role of linear motifs in IDP binding.
- Published
- 2016
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26. Structural Analysis of the 14-3-3ζ/Chibby Interaction Involved in Wnt/β-Catenin Signaling.
- Author
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Killoran RC, Fan J, Yang D, Shilton BH, and Choy WY
- Subjects
- 14-3-3 Proteins metabolism, Binding Sites, Carrier Proteins genetics, Carrier Proteins metabolism, Humans, Mutation, Nuclear Magnetic Resonance, Biomolecular, Nuclear Proteins genetics, Nuclear Proteins metabolism, Nucleotide Motifs, Peptides chemistry, Phosphorylation, Protein Binding, Protein Conformation, Structure-Activity Relationship, Thermodynamics, Wnt Signaling Pathway, 14-3-3 Proteins chemistry, Carrier Proteins chemistry, Models, Molecular, Nuclear Proteins chemistry
- Abstract
The partially disordered Chibby (Cby) is a conserved nuclear protein that antagonizes the Wnt/β-catenin signaling pathway. By competing with the Tcf/Lef family proteins for binding to β-catenin, Cby abrogates the β-catenin-mediated transcription of Wnt signaling genes. Additionally, upon phosphorylation on S20 by the kinase Akt, Cby forms a complex with 14-3-3 to facilitate the nuclear export of β-catenin, which represents another crucial mechanism for the regulation of Wnt signaling. To obtain a mechanistic understanding of the 14-3-3/Cby interaction, we have extensively characterized the complex using X-ray crystallography, nuclear magnetic resonance (NMR) spectroscopy, and isothermal titration calorimetry (ITC). The crystal structure of the human 14-3-3ζ/Cby protein-peptide complex reveals a canonical binding mode; however the residue at the +2 position from the phosphorylated serine is shown to be uniquely oriented relative to other solved structures of 14-3-3 complexes. Our ITC results illustrate that although the phosphorylation of S20 is essential for Cby to recognize 14-3-3, residues flanking the phosphorylation site also contribute to the binding affinity. However, as is commonly observed in other 14-3-3/phosphopeptide crystal structures, residues of Cby flanking the 14-3-3 binding motif lack observable electron density. To obtain a more detailed binding interface, we have completed the backbone NMR resonance assignment of 14-3-3ζ. NMR titration experiments reveal that residues outside of the 14-3-3 conserved binding cleft, namely a flexible loop consisting of residues 203-210, are also involved in binding Cby. By using a combined X-ray and NMR approach, we have dissected the molecular basis of the 14-3-3/Cby interaction.
- Published
- 2015
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27. Molecular effects of cancer-associated somatic mutations on the structural and target recognition properties of Keap1.
- Author
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Khan H, Killoran RC, Brickenden A, Fan J, Yang D, and Choy WY
- Subjects
- Amino Acid Substitution, Circular Dichroism, Humans, Intracellular Signaling Peptides and Proteins chemistry, Intracellular Signaling Peptides and Proteins genetics, Kelch-Like ECH-Associated Protein 1, Kinetics, Ligands, Lung Neoplasms metabolism, NF-E2-Related Factor 2 chemistry, NF-E2-Related Factor 2 genetics, Neoplasm Proteins chemistry, Neoplasm Proteins genetics, Nuclear Magnetic Resonance, Biomolecular, Peptide Fragments chemistry, Peptide Fragments genetics, Peptide Fragments metabolism, Protein Conformation, Protein Folding, Protein Interaction Domains and Motifs, Protein Precursors chemistry, Protein Precursors genetics, Protein Stability, Recombinant Proteins chemistry, Recombinant Proteins metabolism, Sequence Deletion, Thymosin chemistry, Thymosin genetics, Thymosin metabolism, Intracellular Signaling Peptides and Proteins metabolism, Lung Neoplasms genetics, Models, Molecular, NF-E2-Related Factor 2 metabolism, Neoplasm Proteins metabolism, Point Mutation, Protein Precursors metabolism, Thymosin analogs & derivatives
- Abstract
Kelch-like ECH-associated protein 1 (Keap1) plays an important regulatory role in the nuclear factor erythroid 2-related factor 2 (Nrf2)-dependent oxidative stress response pathway. It functions as a repressor of Nrf2, a key transcription factor that initiates the expression of cytoprotective enzymes during oxidative stress to protect cells from damage caused by reactive oxygen species. Recent studies show that mutations of Keap1 can lead to aberrant activation of the antioxidant pathway, which is associated with different types of cancers. To gain a mechanistic understanding of the links between Keap1 mutations and cancer pathogenesis, we have investigated the molecular effects of a series of mutations (G333C, G350S, G364C, G379D, R413L, R415G, A427V, G430C and G476R) on the structural and target recognition properties of Keap1 by using nuclear magnetic resonance (NMR) spectroscopy, circular dichroism (CD) and isothermal titration calorimetry (ITC). Depending on their locations in the protein, these mutations are found to exert differential effects on the protein stability and target binding. Together with the proposed hinge-and-latch mechanism of Nrf2-Keap1 binding in the literature, our results provide important insight into the molecular affect of different somatic mutations on Keap1's function as an Nrf2 repressor.
- Published
- 2015
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28. Accelerating the Conformational Sampling of Intrinsically Disordered Proteins.
- Author
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Do TN, Choy WY, and Karttunen M
- Abstract
Intrinsically disordered proteins (IDPs) are a class of proteins lacking a well-defined secondary structure. Instead, they are able to attain multiple conformations, bind to multiple targets, and respond to changes in their surroundings. Functionally, IDPs have been associated with molecular recognition, cell regulation, and signal transduction. The dynamic conformational ensemble of IDPs is highly environmental and binding partner dependent, rendering the characterization of IDPs extremely challenging. Here, we compare the sampling efficiencies of conventional molecular dynamics (MD), well-tempered metadynamics (WT-META), and bias-exchange metadynamics (BE-META). The total simulation time was over 10 μs, and a 20-mer peptide derived from the Neh2 domain of the Nuclear factor erythroid 2-related factor 2 (Nrf2) protein was simulated. BE-META, with a neutral replica and seven biased replicas employing a set of seven relevant collective variables (CVs), provided the most reliable and efficient sampling. Finally, we propose a free-energy reconstruction method based on the probability distribution of the secondary structure contents. This postprocessing analysis confirms the presence of not only the β-hairpin conformation of the free Neh2 peptide but also its rare bound-state-like conformation, both of that have been experimentally observed. In addition, our simulations also predict other possible conformations to be verified with future experiments.
- Published
- 2014
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29. Conformational biases of linear motifs.
- Author
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Cino EA, Choy WY, and Karttunen M
- Subjects
- Amino Acid Sequence, Cell Cycle, Models, Molecular, Molecular Sequence Data, Protein Conformation, Proteins physiology, Transcription, Genetic, Proteins chemistry
- Abstract
Linear motifs (LMs) are protein-protein interaction sites, typically consisting of ~4-20 amino acid residues that are often found in disordered proteins or regions, and function largely independent from other parts of the proteins they are found in. These short sequence patterns are involved in a wide spectrum of biological functions including cell cycle control, transcriptional regulation, enzymatic catalysis, cell signaling, protein trafficking, etc. Even though LMs may adopt defined structures in complexes with targets, which can be determined by conventional methods, their uncomplexed states can be highly dynamic and difficult to characterize. This hinders our understanding of the structure-function relationship of LMs. Here, the uncomplexed states of 6 different LMs are investigated using atomistic molecular dynamics (MD) simulations. The total simulation time was about 63 μs. The results show that LMs can have distinct conformational propensities, which often resemble their complexed state. As a result, the free state structure and dynamics of LMs may hold important clues regarding binding mechanisms, affinities and specificities. The findings should be helpful in advancing our understanding of the mechanisms whereby disordered amino acid sequences bind targets, modeling disordered proteins/regions, and computational prediction of binding affinities.
- Published
- 2013
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30. The prion protein ligand, stress-inducible phosphoprotein 1, regulates amyloid-β oligomer toxicity.
- Author
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Ostapchenko VG, Beraldo FH, Mohammad AH, Xie YF, Hirata PH, Magalhaes AC, Lamour G, Li H, Maciejewski A, Belrose JC, Teixeira BL, Fahnestock M, Ferreira ST, Cashman NR, Hajj GN, Jackson MF, Choy WY, MacDonald JF, Martins VR, Prado VF, and Prado MA
- Subjects
- Alzheimer Disease metabolism, Animals, Astrocytes metabolism, Brain metabolism, Cells, Cultured, Hippocampus metabolism, Mice, Protein Binding, Signal Transduction physiology, alpha7 Nicotinic Acetylcholine Receptor metabolism, Amyloid beta-Peptides metabolism, Heat-Shock Proteins metabolism, Neurons metabolism, PrPC Proteins metabolism
- Abstract
In Alzheimer's disease (AD), soluble amyloid-β oligomers (AβOs) trigger neurotoxic signaling, at least partially, via the cellular prion protein (PrP(C)). However, it is unknown whether other ligands of PrP(C) can regulate this potentially toxic interaction. Stress-inducible phosphoprotein 1 (STI1), an Hsp90 cochaperone secreted by astrocytes, binds to PrP(C) in the vicinity of the AβO binding site to protect neurons against toxic stimuli. Here, we investigated a potential role of STI1 in AβO toxicity. We confirmed the specific binding of AβOs and STI1 to the PrP and showed that STI1 efficiently inhibited AβO binding to PrP in vitro (IC50 of ∼70 nm) and also decreased AβO binding to cultured mouse primary hippocampal neurons. Treatment with STI1 prevented AβO-induced synaptic loss and neuronal death in mouse cultured neurons and long-term potentiation inhibition in mouse hippocampal slices. Interestingly, STI1-haploinsufficient neurons were more sensitive to AβO-induced cell death and could be rescued by treatment with recombinant STI1. Noteworthy, both AβO binding to PrP(C) and PrP(C)-dependent AβO toxicity were inhibited by TPR2A, the PrP(C)-interacting domain of STI1. Additionally, PrP(C)-STI1 engagement activated α7 nicotinic acetylcholine receptors, which participated in neuroprotection against AβO-induced toxicity. We found an age-dependent upregulation of cortical STI1 in the APPswe/PS1dE9 mouse model of AD and in the brains of AD-affected individuals, suggesting a compensatory response. Our findings reveal a previously unrecognized role of the PrP(C) ligand STI1 in protecting neurons in AD and suggest a novel pathway that may help to offset AβO-induced toxicity.
- Published
- 2013
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31. ¹H, ¹⁵N and ¹³C backbone resonance assignments of the TPR1 and TPR2A domains of mouse STI1.
- Author
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Maciejewski A, Prado MA, and Choy WY
- Subjects
- Amino Acid Sequence, Animals, Carbon Isotopes, Mice, Models, Molecular, Molecular Sequence Data, Nitrogen Isotopes, Protein Structure, Secondary, Protein Structure, Tertiary, Heat-Shock Proteins chemistry, Nuclear Magnetic Resonance, Biomolecular, Protons
- Abstract
Hop/STI1 (Hsp-organizing protein/stress-induced-phosphoprotein 1) is a molecular co-chaperone, which coordinates Hsp70 and Hsp90 activity during client protein folding through interactions with its TPR1 and TPR2A domains. Hsp90 substrates include a diverse set of proteins, many of which have been implicated in tumorigenesis. Over-expression of Hsp90 in cancer cells stabilizes mutant oncoproteins promoting cancer cell survival. Disruption of Hsp90 and its co-chaperone machinery has become a promising strategy for the treatment of cancer. STI1 has also been described as a neurotrophic signaling molecule through its interactions with the prion protein (PrP(C)). Here, we report the (1)H, (13)C and (15)N backbone assignments of the TPR1 and TPR2A domains of mouse STI1, which interact with Hsp70 and Hsp90, respectively. (1)H-(15)N HSQC spectra of TPR2A domain in the presence of a peptide encoding the C-terminal Hsp90 binding site revealed significant chemical shift changes indicating complex formation. These results will facilitate the screening of potential molecules that inhibit STI1 complex formation with Hsp70 and/or Hsp90 for the treatment of cancer and detailed structural studies of the STI1-PrP(C) complex.
- Published
- 2013
- Full Text
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32. ¹H, ¹⁵N and ¹³C backbone resonance assignments of the Kelch domain of mouse Keap1.
- Author
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Cino E, Fan J, Yang D, and Choy WY
- Subjects
- Amino Acid Sequence, Animals, Carbon Isotopes, Kelch-Like ECH-Associated Protein 1, Mice, Models, Molecular, Molecular Sequence Data, Nitrogen Isotopes, Protein Structure, Secondary, Protein Structure, Tertiary, Adaptor Proteins, Signal Transducing chemistry, Cytoskeletal Proteins chemistry, Nuclear Magnetic Resonance, Biomolecular, Protons
- Abstract
Kelch-like ECH-associated Protein 1 (Keap1) is a multi-domain protein that functions as an inhibitor of the transcription factor nuclear factor E2-related factor 2 (Nrf2) in the cellular response to oxidative stress. Under normal conditions, Keap1 binds to Nrf2 via its C-terminal Kelch domain and the interaction ultimately leads to the ubiquitin-dependent degradation of Nrf2. It has been proposed that designing molecules to selectively disrupt the Keap1-Nrf2 interaction can be a potential therapeutic approach for enhancing the expression of cytoprotective genes. Here, we reported the (1)H, (13)C, and (15)N backbone chemical shift assignments of the Kelch domain of mouse Keap1. Further, unlabeled Nrf2 peptide containing the Kelch-binding motif was added to the (15)N-labeled Kelch sample. (1)H-(15)N HSQC spectra of the protein in the absence and presence of an equimolar concentration of the Nrf2 peptide were presented. A significant number of resonance signals were shifted upon addition of the peptide, confirming the protein-peptide interaction. The results here will not just facilitate the further studies of the binding between Keap1 and Nrf2, it will also be valuable for probing interactions between the Kelch domain and small molecules, as well as a growing list of protein targets that have been identified recently.
- Published
- 2013
- Full Text
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33. Solution structure and dynamics of human hemoglobin in the carbonmonoxy form.
- Author
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Fan JS, Zheng Y, Choy WY, Simplaceanu V, Ho NT, Ho C, and Yang D
- Subjects
- Adult, Carboxyhemoglobin drug effects, Heme metabolism, Humans, Molecular Docking Simulation, Phytic Acid metabolism, Phytic Acid pharmacology, Protein Conformation, Protein Structure, Quaternary, Protein Structure, Tertiary, Solutions, Carboxyhemoglobin chemistry, Hemoglobin A chemistry
- Abstract
The solution structure of human adult carbonmonoxy hemoglobin (HbCO A) was refined using stereospecifically assigned methyl groups and residual dipolar couplings based on our previous nuclear magnetic resonance structure. The tertiary structures of individual chains were found to be very similar to the X-ray structures, while the quaternary structures in solution at low salt concentrations resembled the X-ray R structure more than the R2 structure. On the basis of chemical shift perturbation by inositol hexaphosphate (IHP) titration and docking, we identified five possible IHP binding sites in HbCO A. Amide-water proton exchange experiments demonstrated that αThr38 located in the α1β2 interface and several loop regions in both α- and β-chains were dynamic on the subsecond time scale. Side chain methyl dynamics revealed that methyl groups in the α1β2 interface were dynamic, but those in the α1β1 interface were quite rigid on the nanosecond to picosecond and millisecond to microsecond time scales. All the data strongly suggest a dynamic α1β2 interface that allows conformational changes among different forms (like T, R, and R2) easily in solution. Binding of IHP to HbCO A induced small structural and dynamic changes in the α1β2 interface and the regions around the hemes but did not increase the conformational entropy of HbCO A. The binding also caused conformational changes on the millisecond time scale, very likely arising from the relative motion of the α1β1 dimer with respect to the α2β2 dimer. Heterotropic effectors like IHP may change the oxygen affinity of Hb through modulating the relative motion of the two dimers and then further altering the structure of heme binding regions.
- Published
- 2013
- Full Text
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34. Fuzzy complex formation between the intrinsically disordered prothymosin α and the Kelch domain of Keap1 involved in the oxidative stress response.
- Author
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Khan H, Cino EA, Brickenden A, Fan J, Yang D, and Choy WY
- Subjects
- Amino Acid Sequence, Binding Sites, Cell Nucleus metabolism, Humans, Intracellular Signaling Peptides and Proteins metabolism, Kelch-Like ECH-Associated Protein 1, Molecular Dynamics Simulation, Molecular Sequence Data, Nuclear Magnetic Resonance, Biomolecular, Protein Interaction Domains and Motifs, Protein Precursors metabolism, Protein Structure, Tertiary, Thymosin chemistry, Thymosin metabolism, Intracellular Signaling Peptides and Proteins chemistry, Oxidative Stress, Protein Precursors chemistry, Thymosin analogs & derivatives
- Abstract
Kelch-like ECH-associated protein 1 (Keap1) is an inhibitor of nuclear factor erythroid 2-related factor 2 (Nrf2), a key transcription factor for cytoprotective gene activation in the oxidative stress response. Under unstressed conditions, Keap1 interacts with Nrf2 in the cytoplasm via its Kelch domain and suppresses the transcriptional activity of Nrf2. During oxidative stress, Nrf2 is released from Keap1 and is translocated into the nucleus, where it interacts with the small Maf protein to initiate gene transcription. Prothymosin α (ProTα), an intrinsically disordered protein, also interacts with the Kelch domain of Keap1 and mediates the import of Keap1 into the nucleus to inhibit Nrf2 activity. To gain a molecular basis understanding of the oxidative stress response mechanism, we have characterized the interaction between ProTα and the Kelch domain of Keap1 by using nuclear magnetic resonance spectroscopy, isothermal titration calorimetry, peptide array analysis, site-directed mutagenesis, and molecular dynamic simulations. The results of nuclear magnetic resonance chemical shift mapping, amide hydrogen exchange, and spin relaxation measurements revealed that ProTα retains a high level of flexibility, even in the bound state with Kelch. This finding is in agreement with the observations from the molecular dynamic simulations of the ProTα-Kelch complex. Mutational analysis of ProTα, guided by peptide array data and isothermal titration calorimetry, further pinpointed that the region (38)NANEENGE(45) of ProTα is crucial for the interaction with the Kelch domain, while the flanking residues play relatively minor roles in the affinity of binding., (Copyright © 2013 Elsevier Ltd. All rights reserved.)
- Published
- 2013
- Full Text
- View/download PDF
35. Characterization of disordered proteins with ENSEMBLE.
- Author
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Krzeminski M, Marsh JA, Neale C, Choy WY, and Forman-Kay JD
- Subjects
- Algorithms, Protein Folding, Proteins chemistry, Protein Conformation, Software
- Abstract
Unlabelled: ENSEMBLE is a computational approach for determining a set of conformations that represents the structural ensemble of a disordered protein based on input experimental data. The disordered protein can be an unfolded or intrinsically disordered state. Here, we introduce the latest version of the program, which has been enhanced to facilitate its general release and includes an intuitive user interface, as well as new approaches to treat data and analyse results., Availability and Implementation: ENSEMBLE is a program implemented in C and embedded in a Perl wrapper. It is supported on main Linux distributions. Source codes and installation files, including a detailed example, can be freely downloaded at http://abragam.med.utoronto.ca/∼JFKlab.
- Published
- 2013
- Full Text
- View/download PDF
36. Binding of disordered proteins to a protein hub.
- Author
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Cino EA, Killoran RC, Karttunen M, and Choy WY
- Subjects
- Amino Acid Motifs, Amino Acid Sequence, Binding Sites, Intrinsically Disordered Proteins chemistry, Models, Molecular, Molecular Sequence Data, Peptides chemistry, Peptides metabolism, Position-Specific Scoring Matrices, Protein Conformation, Protein Folding, Protein Interaction Domains and Motifs, Sequence Alignment, Thermodynamics, Intrinsically Disordered Proteins metabolism
- Abstract
A small number of proteins, called hubs, have high connectivity and are essential for interactome functionality and integrity. Keap1 is a crucial hub in the oxidative stress response and apoptosis. The Kelch domain of Keap1 preferentially binds to disordered regions of its partners, which share similar binding motifs, but have a wide range of binding affinities. Isothermal titration calorimetry (ITC) and multi-microsecond molecular dynamics (MD) simulations were used to determine the factors that govern the affinity of all currently known disordered binding partners to Kelch. Our results show that the affinities to this hub are largely determined by the extent of preformed bound state-like conformation in the free state structures of these disordered targets. Based on our findings, we have designed a high-affinity peptide that can specifically disrupt the Keap1-NRF2 interaction and has the potential for therapeutic applications.
- Published
- 2013
- Full Text
- View/download PDF
37. Expression of a recombinant Phoneutria toxin active in calcium channels.
- Author
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Souza IA, Cino EA, Choy WY, Cordeiro MN, Richardson M, Chavez-Olortegui C, Gomez MV, Prado MA, and Prado VF
- Subjects
- Amino Acid Sequence, Analysis of Variance, Animals, Circular Dichroism, Molecular Sequence Data, Neuropeptides genetics, Neuropeptides isolation & purification, Oligonucleotides genetics, Plasmids genetics, Protein Folding, Sequence Analysis, DNA, Synaptosomes metabolism, Calcium Channels metabolism, Neuropeptides metabolism, Recombinant Proteins metabolism, Spider Venoms metabolism
- Abstract
PnTx3-4 is a toxin isolated from the venom of the spider Phoneutria nigriventer that blocks N-, P/Q-, and R-type voltage-gated calcium channels and has great potential for clinical applications. In this report we used the SUMO system to express large amounts of recombinant PnTx3-4 peptide, which was found in both soluble and insoluble fractions of bacterial extracts. We purified the recombinant toxin from both fractions and showed that the recombinant peptide showed biological activity similar to the native PnTx3-4. In silico analysis of the primary sequence of PnTx3-4 indicated that the peptide conforms to all the criteria of a knottin scaffold. Additionally, circular dichroism spectrum analysis of the recombinant PnTx3-4 predicted that the toxin structure is composed of approximately 53% turns/unordered, 31% α-helix and 16% β-strand, which is consistent with predicted model of the PnTx3-4 knottin scaffold available at the knottin database (http://knottin.cbs.cnrs.fr). These studies provide the basis for future large scale production and structure-function investigation of PnTx3-4., (Crown Copyright © 2012. Published by Elsevier Ltd. All rights reserved.)
- Published
- 2012
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38. Comparison of Secondary Structure Formation Using 10 Different Force Fields in Microsecond Molecular Dynamics Simulations.
- Author
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Cino EA, Choy WY, and Karttunen M
- Abstract
We have compared molecular dynamics (MD) simulations of a β-hairpin forming peptide derived from the protein Nrf2 with 10 biomolecular force fields using trajectories of at least 1 μs. The total simulation time was 37.2 μs. Previous studies have shown that different force fields, water models, simulation methods, and parameters can affect simulation outcomes. The MD simulations were done in explicit solvent with a 16-mer Nrf2 β-hairpin forming peptide using Amber ff99SB-ILDN, Amber ff99SB*-ILDN, Amber ff99SB, Amber ff99SB*, Amber ff03, Amber ff03*, GROMOS96 43a1p, GROMOS96 53a6, CHARMM27, and OPLS-AA/L force fields. The effects of charge-groups, terminal capping, and phosphorylation on the peptide folding were also examined. Despite using identical starting structures and simulation parameters, we observed clear differences among the various force fields and even between replicates using the same force field. Our simulations show that the uncapped peptide folds into a native-like β-hairpin structure at 310 K when Amber ff99SB-ILDN, Amber ff99SB*-ILDN, Amber ff99SB, Amber ff99SB*, Amber ff03, Amber ff03*, GROMOS96 43a1p, or GROMOS96 53a6 were used. The CHARMM27 simulations were able to form native hairpins in some of the elevated temperature simulations, while the OPLS-AA/L simulations did not yield native hairpin structures at any temperatures tested. Simulations that used charge-groups or peptide capping groups were not largely different from their uncapped counterparts with single atom charge-groups. On the other hand, phosphorylation of the threonine residue located at the β-turn significantly affected the hairpin formation. To our knowledge, this is the first study comparing such a large set of force fields with respect to β-hairpin folding. Such a comprehensive comparison will offer useful guidance to others conducting similar types of simulations.
- Published
- 2012
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39. Effects of molecular crowding on the dynamics of intrinsically disordered proteins.
- Author
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Cino EA, Karttunen M, and Choy WY
- Subjects
- Humans, Models, Molecular, Nuclear Magnetic Resonance, Biomolecular, Protein Folding, Protein Structure, Secondary, Proteins metabolism, Proteins chemistry
- Abstract
Inside cells, the concentration of macromolecules can reach up to 400 g/L. In such crowded environments, proteins are expected to behave differently than in vitro. It has been shown that the stability and the folding rate of a globular protein can be altered by the excluded volume effect produced by a high density of macromolecules. However, macromolecular crowding effects on intrinsically disordered proteins (IDPs) are less explored. These proteins can be extremely dynamic and potentially sample a wide ensemble of conformations under non-denaturing conditions. The dynamic properties of IDPs are intimately related to the timescale of conformational exchange within the ensemble, which govern target recognition and how these proteins function. In this work, we investigated the macromolecular crowding effects on the dynamics of several IDPs by measuring the NMR spin relaxation parameters of three disordered proteins (ProTα, TC1, and α-synuclein) with different extents of residual structures. To aid the interpretation of experimental results, we also performed an MD simulation of ProTα. Based on the MD analysis, a simple model to correlate the observed changes in relaxation rates to the alteration in protein motions under crowding conditions was proposed. Our results show that 1) IDPs remain at least partially disordered despite the presence of high concentration of other macromolecules, 2) the crowded environment has differential effects on the conformational propensity of distinct regions of an IDP, which may lead to selective stabilization of certain target-binding motifs, and 3) the segmental motions of IDPs on the nanosecond timescale are retained under crowded conditions. These findings strongly suggest that IDPs function as dynamic structural ensembles in cellular environments.
- Published
- 2012
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40. Structural characterization of partially disordered human Chibby: insights into its function in the Wnt-signaling pathway.
- Author
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Mokhtarzada S, Yu C, Brickenden A, and Choy WY
- Subjects
- Amino Acid Sequence, Carrier Proteins genetics, Humans, Molecular Conformation, Molecular Sequence Data, Nuclear Proteins genetics, Protein Binding, Protein Structure, Tertiary, Wnt Proteins genetics, Carrier Proteins chemistry, Carrier Proteins metabolism, Nuclear Proteins chemistry, Nuclear Proteins metabolism, Signal Transduction, Wnt Proteins metabolism
- Abstract
The Wnt/β-catenin signaling pathway is critical to embryonic development as well as adult tissue regeneration. Dysregulation of this pathway can lead to a variety of human diseases, in particular cancers. Chibby (Cby), a small and highly conserved protein, plays an antagonistic role in Wnt signaling by inhibiting the binding of β-catenin to Tcf/Lef family proteins, a protein interaction that is essential for the transcriptional activation of Wnt target genes. Cby is also involved in regulating intracellular distribution of β-catenin. Phosphorylated Cby forms a ternary complex with 14-3-3 protein and β-catenin, facilitating the export of β-catenin from the nucleus. On the other hand, the antagonistic function of Cby is inhibited upon binding to thyroid cancer-1 (TC-1). To dissect the structure-function relationship of Cby, we have used NMR spectroscopy, ESI-MS, CD, and DLS to extensively characterize the structure of human Cby. Our results show that the 126-residue Cby is partially disordered under nondenaturing conditions. While the N-terminal portion of the protein is predominantly unstructured in solution, the C-terminal half of Cby adopts a coiled-coil structure through self-association. Initial data for the binding studies of Cby to 14-3-3ζ (one of the isoforms in the 14-3-3 family) and TC-1 via these two distinct structural modules have also been obtained. It is noteworthy that in a recent large-scale analysis of the intrinsically disordered proteome of mouse, a substantial number of disordered proteins are predicted to have coiled-coil motif presence in their sequences. The combination of these two molecular recognition features could facilitate disordered Cby in assembling protein complexes via different modes of interaction.
- Published
- 2011
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41. Microsecond molecular dynamics simulations of intrinsically disordered proteins involved in the oxidative stress response.
- Author
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Cino EA, Wong-ekkabut J, Karttunen M, and Choy WY
- Subjects
- Amino Acid Motifs, Amino Acid Sequence, Animals, Binding Sites, Calorimetry methods, Crystallography, X-Ray, Humans, Intracellular Signaling Peptides and Proteins metabolism, Kelch-Like ECH-Associated Protein 1, Models, Molecular, Molecular Sequence Data, NF-E2-Related Factor 2 metabolism, Protein Binding, Protein Precursors metabolism, Protein Structure, Secondary, Protein Structure, Tertiary, Sequence Homology, Amino Acid, Thermodynamics, Thymosin chemistry, Thymosin metabolism, Time Factors, Intracellular Signaling Peptides and Proteins chemistry, Molecular Dynamics Simulation, NF-E2-Related Factor 2 chemistry, Protein Precursors chemistry, Thymosin analogs & derivatives
- Abstract
Intrinsically disordered proteins (IDPs) are abundant in cells and have central roles in protein-protein interaction networks. Interactions between the IDP Prothymosin alpha (ProTα) and the Neh2 domain of Nuclear factor erythroid 2-related factor 2 (Nrf2), with a common binding partner, Kelch-like ECH-associated protein 1(Keap1), are essential for regulating cellular response to oxidative stress. Misregulation of this pathway can lead to neurodegenerative diseases, premature aging and cancer. In order to understand the mechanisms these two disordered proteins employ to bind to Keap1, we performed extensive 0.5-1.0 microsecond atomistic molecular dynamics (MD) simulations and isothermal titration calorimetry experiments to investigate the structure/dynamics of free-state ProTα and Neh2 and their thermodynamics of bindings. The results show that in their free states, both ProTα and Neh2 have propensities to form bound-state-like β-turn structures but to different extents. We also found that, for both proteins, residues outside the Keap1-binding motifs may play important roles in stabilizing the bound-state-like structures. Based on our findings, we propose that the binding of disordered ProTα and Neh2 to Keap1 occurs synergistically via preformed structural elements (PSEs) and coupled folding and binding, with a heavy bias towards PSEs, particularly for Neh2. Our results provide insights into the molecular mechanisms Neh2 and ProTα bind to Keap1, information that is useful for developing therapeutics to enhance the oxidative stress response.
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- 2011
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42. Effects of tea catechins, epigallocatechin, gallocatechin, and gallocatechin gallate, on bone metabolism.
- Author
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Ko CH, Lau KM, Choy WY, and Leung PC
- Subjects
- Animals, Bone and Bones cytology, Cell Line, Mice, Osteoblasts drug effects, Osteoblasts metabolism, Osteoclasts drug effects, Osteoclasts metabolism, Rats, Bone and Bones drug effects, Bone and Bones metabolism, Catechin analogs & derivatives, Catechin pharmacology
- Abstract
In this study, three tea catechins, epigallocatechin (EGC), gallocatechin (GC), and gallocatechin gallate (GCG), were investigated for their effects on bone metabolism. The effects of the tea catechins on bone formation were evaluated using cultured rat osteoblast-like osteosarcoma cell line UMR-106. EGC stimulated alkaline phosphatase activity significantly at concentrations of 10 and 20 microM. The amount of mineralization also increased significantly with EGC. On another cell culture platform, EGC significantly inhibited osteoclast formations from RAW 264.7 cells upon receptor activation of nuclear factor-kappaB ligand induction on the fourth day of treatment, at a concentration of 10 microM. EGC also dose-dependently inhibited the mRNA expression of tatrate-resistant acid phosphatase. GC and GCG could decrease osteoclastogenesis at 20 microM. The present study illustrated that the tea catechins, EGC in particular, had positive effects on bone metabolism through a double process of promoting osteoblastic activity and inhibiting osteoclast differentiations.
- Published
- 2009
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- View/download PDF
43. Solution-phase chelators for suppressing nonspecific protein-metal interactions in electrospray mass spectrometry.
- Author
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Pan J, Xu K, Yang X, Choy WY, and Konermann L
- Subjects
- Artifacts, Calcium chemistry, Tartrates chemistry, Zinc chemistry, Calcium-Binding Proteins chemistry, Chelating Agents chemistry, Metals chemistry, Spectrometry, Mass, Electrospray Ionization methods
- Abstract
Protein-metal complexes may be transferred from solution into the gas phase by electrospray ionization (ESI), such that they can be directly analyzed by mass spectrometry (MS). In principle, therefore, ESI-MS represents a simple and elegant approach for gaining insights into the binding stoichiometry and affinity of these assemblies. Unfortunately, the formation of nonspecific metal adducts during ESI can be a severe problem, often leading to binding levels that are dramatically higher than those in bulk solution. Focusing on several calcium binding proteins as test systems, this work explores the suitability of different salts to serve as metal source. Despite their widespread use in previous ESI-MS studies, calcium chloride and acetate induce extensive nonspecific adduction. In contrast, much lower levels of artifactual metal binding are observed in the presence of calcium tartrate. In the case of high and intermediate affinity proteins, the resulting ESI-MS data are in excellent agreement with the calcium binding behavior in bulk solution. The situation is more challenging when studying proteins with very low affinities, but in the presence of tartrate qualitative information on protein-metal interactions can still be obtained. The beneficial effects of tartrate also extend to zinc binding experiments. This work does not directly explore the mechanism by which tartrate suppresses nonspecific metalation. However, it seems likely that weak chelators such as tartrate sequester metal ions within rapidly shrinking droplets during the final stages of ESI, thereby reducing nonspecific metal adduction to protein carboxylates. The use of tartrate and possibly other weak chelators will greatly enhance the reliability of future ESI-MS studies on the interactions of proteins with divalent metal ions.
- Published
- 2009
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- View/download PDF
44. Dynamic equilibrium engagement of a polyvalent ligand with a single-site receptor.
- Author
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Mittag T, Orlicky S, Choy WY, Tang X, Lin H, Sicheri F, Kay LE, Tyers M, and Forman-Kay JD
- Subjects
- Binding Sites, Cell Cycle Proteins chemistry, Cyclin-Dependent Kinase Inhibitor Proteins, F-Box Proteins chemistry, Isomerism, Ligands, Phosphorylation, Protein Conformation, Saccharomyces cerevisiae Proteins chemistry, Ubiquitin-Protein Ligases chemistry, Cell Cycle Proteins metabolism, F-Box Proteins metabolism, Saccharomyces cerevisiae metabolism, Saccharomyces cerevisiae Proteins metabolism, Ubiquitin-Protein Ligases metabolism
- Abstract
Intrinsically disordered proteins play critical but often poorly understood roles in mediating protein interactions. The interactions of disordered proteins studied to date typically entail structural stabilization, whether as a global disorder-to-order transition or minimal ordering of short linear motifs. The disordered cyclin-dependent kinase (CDK) inhibitor Sic1 interacts with a single site on its receptor Cdc4 only upon phosphorylation of its multiple dispersed CDK sites. The molecular basis for this multisite-dependent interaction with a single receptor site is not known. By NMR analysis, we show that multiple phosphorylated sites on Sic1 interact with Cdc4 in dynamic equilibrium with only local ordering around each site. Regardless of phosphorylation status, Sic1 exists in an intrinsically disordered state but is surprisingly compact with transient structure. The observation of this unusual binding mode between Sic1 and Cdc4 extends the understanding of protein interactions from predominantly static complexes to include dynamic ensembles of intrinsically disordered states.
- Published
- 2008
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- View/download PDF
45. A prospective study of the efficacy of local application of gentamicin versus mupirocin in the prevention of peritoneal dialysis catheter-related infections.
- Author
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Chu KH, Choy WY, Cheung CC, Fung KS, Tang HL, Lee W, Cheuk A, Yim KF, Chan WH, and Tong KL
- Subjects
- Administration, Topical, Antibiotic Prophylaxis, Catheters, Indwelling adverse effects, Catheters, Indwelling microbiology, Female, Humans, Male, Middle Aged, Ointments, Peritoneal Dialysis, Peritonitis prevention & control, Prospective Studies, Skin microbiology, Anti-Bacterial Agents administration & dosage, Gentamicins administration & dosage, Gram-Negative Bacterial Infections prevention & control, Gram-Positive Bacterial Infections prevention & control, Mupirocin administration & dosage
- Abstract
Background: Peritoneal dialysis (PD)-related infections are the major cause of technique failure. Exit-site infections (ESI) can be prevented by local application of antibiotics. Mupirocin (M) is the most extensively studied drug for this application. Long-term use can result in the development of resistance. Gentamicin (G) is an attractive alternative, with both gram-positive and gram-negative activities. We studied the comparative efficacy of G cream versus M ointment in the prevention of PD-related infections in a Chinese cohort., Methods: This was a prospective study of adult PD patients of the Princess Margaret Hospital, Hong Kong. Patients were excluded if they had active infection, recent ESI or peritontiis, history of allergy to either drug, or were unable to apply the drug or give consent. Patients were taught to apply the drug daily to the exit site after routine exitsite care. Records were tracked prospectively during hospital admissions and clinic follow-ups., Results: 95 patients were recruited; 14 discontinued the study. The ESI rates were 0.38 and 0.20 episodes/patient-year for the G group and the M group respectively (p = 0.36). Gram-positive ESI rates were 0.18 and 0 episodes/patient-year for the G group and the M group respectively. Gram-negative ESI rates were 0.20 episodes/patient-year for both groups (p = 0.62). The overall peritonitis rates were similar in the two groups (p = 0.91)., Discussion: In addition to good perioperative care and strict exit-site care, local antibiotic application can prevent ESI. Mupirocin has been extensively studied and shown to be effective. Similar if not superior effects of G cream have been demonstrated. In this study, neither antibiotic gave significantly better results in the prevention of either ESI or peritonitis., Conclusions: Both gentamicin and mupirocin were effective as prophylaxis for ESI. Longer study is required to determine the long-term efficacy and the potential beneficial effect on the prevention of peritonitis.
- Published
- 2008
46. The hypothetical protein Atu4866 from Agrobacterium tumefaciens adopts a streptavidin-like fold.
- Author
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Ai X, Semesi A, Yee A, Arrowsmith CH, Choy WY, and Li SS
- Subjects
- Amino Acid Sequence, Binding Sites, Conserved Sequence, Ligands, Magnetic Resonance Spectroscopy, Models, Molecular, Molecular Sequence Data, Protein Conformation, Protein Folding, Agrobacterium tumefaciens chemistry, Bacterial Proteins chemistry, Streptavidin chemistry
- Abstract
Atu4866 is a 79-residue conserved hypothetical protein of unknown function from Agrobacterium tumefaciens. Protein sequence alignments show that it shares > or =60% sequence identity with 20 other hypothetical proteins of bacterial origin. However, the structures and functions of these proteins remain unknown so far. To gain insight into the function of this family of proteins, we have determined the structure of Atu4866 as a target of a structural genomics project using solution NMR spectroscopy. Our results reveal that Atu4866 adopts a streptavidin-like fold featuring a beta-barrel/sandwich formed by eight antiparallel beta-strands. Further structural analysis identified a continuous patch of conserved residues on the surface of Atu4866 that may constitute a potential ligand-binding site.
- Published
- 2008
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- View/download PDF
47. A new protocol for high-yield purification of recombinant human prothymosin alpha expressed in Escherichia coli for NMR studies.
- Author
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Yi S, Brickenden A, and Choy WY
- Subjects
- Amino Acid Sequence, Amino Acids, Acidic, Ammonium Sulfate chemistry, Chemical Precipitation, Chromatography, Ion Exchange, Circular Dichroism, Escherichia coli genetics, Humans, Isotope Labeling, Molecular Weight, Protein Precursors chemistry, Protein Precursors genetics, Recombinant Proteins chemistry, Recombinant Proteins isolation & purification, Thymosin chemistry, Thymosin genetics, Thymosin isolation & purification, Ultracentrifugation, Nuclear Magnetic Resonance, Biomolecular methods, Protein Precursors isolation & purification, Thymosin analogs & derivatives
- Abstract
Human prothymosin alpha (ProTalpha) is a small acidic protein (12.1 kDa; pI approximately 3.5) ubiquitously expressed in a wide variety of tissues. The amino acid composition of this protein is highly unusual. While close to half of its sequence is composed of acidic amino acids, the protein does not contain any aromatic residues. ProTalpha has been shown to play crucial roles in different biological processes including cell proliferation, transcriptional regulation and apoptosis. Despite the multiple functions this protein has, it does not adopt a stable tertiary fold under physiological conditions. In order to understand how ProTalpha functions, detailed structural characterization of this protein is essential. Nuclear magnetic resonance (NMR) spectroscopy is a powerful technique for elucidating the protein structure and dynamics at the atomic level. However, milligrams of isotopically labeled protein with high purity are usually required for the studies. In this work, we developed a high-yield protocol for purifying recombinant ProTalpha expressed in Escherichia coli by exploiting the intrinsically disordered and acidic natures of this protein. By combining the heat-cooling extraction, ammonium sulfate precipitation, and anion exchange chromatography, we were able to obtain over 20 mg of ProTalpha with >97% purity from 1L of M9 minimal media culture. The new purification protocol provides a cost effective and an efficient way to produce large quantities of high purity recombinant human ProTalpha in various isotopically labeled forms, which will greatly facilitate the structural studies of this protein by NMR and other biophysical methods.
- Published
- 2008
- Full Text
- View/download PDF
48. Effects of zinc binding on the structure and dynamics of the intrinsically disordered protein prothymosin alpha: evidence for metalation as an entropic switch.
- Author
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Yi S, Boys BL, Brickenden A, Konermann L, and Choy WY
- Subjects
- Circular Dichroism, Electron Spin Resonance Spectroscopy, Humans, Nuclear Magnetic Resonance, Biomolecular, Spectrometry, Mass, Electrospray Ionization, Thymosin chemistry, Protein Precursors chemistry, Thymosin analogs & derivatives, Zinc chemistry
- Abstract
Prothymosin alpha (ProTalpha) is a small acidic protein that is highly conserved among mammals. The human form has 110 amino acid residues (M.W. 12.1 kDa; pI approximately 3.5) and is found to be expressed in a wide variety of tissues. ProTalpha plays an essential role in cell proliferation and apoptosis, and it is involved in transcriptional regulation of oxidative stress-protecting genes. Despite the multiple biological functions ProTalpha has, the protein does not adopt a well-defined three-dimensional structure under physiological conditions. Previous studies have shown that the interaction between ProTalpha and some of its protein targets is significantly enhanced in the presence of zinc ions, suggesting that zinc binding plays a crucial role in the protein's function. In this work, we use nuclear magnetic resonance spectroscopy and electrospray ionization mass spectrometry to characterize the structure and dynamics of ProTalpha and its complexation with Zn2+. We found that zinc binding causes partial folding of the C-terminal half of ProTalpha, especially the Glu-rich region, while the N-terminal portion of the protein remains largely unstructured. The metalated protein also exhibits a significantly reduced flexibility. ProTalpha shows a high specificity for Zn2+, and the interactions with other divalent cations (Ca2+, Mg2+) are much weaker. On the basis of the site-specific information obtained here, as well as the results from previous studies, we propose that the conformational and dynamic changes upon zinc binding may act as an entropic switch that greatly facilitates the binding to other proteins.
- Published
- 2007
- Full Text
- View/download PDF
49. The intrinsically disordered TC-1 interacts with Chibby via regions with high helical propensity.
- Author
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Gall C, Xu H, Brickenden A, Ai X, and Choy WY
- Subjects
- Amino Acid Sequence, Carrier Proteins metabolism, Humans, Molecular Sequence Data, Neoplasm Proteins metabolism, Neoplasms metabolism, Nuclear Proteins metabolism, Plasmids metabolism, Protein Binding, Protein Conformation, Protein Structure, Secondary, Signal Transduction, Temperature, beta Catenin metabolism, Carrier Proteins chemistry, Gene Expression Regulation, Neoplastic, Magnetic Resonance Spectroscopy methods, Neoplasm Proteins chemistry, Nuclear Proteins chemistry
- Abstract
Thyroid cancer 1 (TC-1) is a 106-residue naturally disordered protein that has been found to associate with thyroid, gastric, and breast cancers. Recent studies showed that the protein functions as a positive regulator in the Wnt/beta-catenin signaling pathway, a pathway that is known to play essential roles in developmental processes and causes tumor formation when misregulated. By competing with beta-catenin for binding to Chibby (Cby), a conserved nuclear protein that antagonizes the beta-catenin-mediated transcriptions, TC-1 up-regulates a number of beta-catenin target genes that are known to be involved in the aggressive behavior of cancers. In order to gain a molecular understanding of the role TC-1 plays in regulating the Wnt/beta-catenin signaling pathway, detailed structural studies of the protein and its interaction with Cby are essential. In this work, we used nuclear magnetic resonance (NMR) spectroscopy to elucidate the structure of TC-1 and its interaction with Cby. Our results indicate that even though TC-1 is naturally disordered, the protein adopts fairly compact conformations under nondenaturing conditions. Chemical shift analysis and relaxation measurements show that three regions (D44-R53, K58-A64, and D73-T88) with high-helical propensity are present in the C-terminal portion of TC-1. Upon addition of Cby, significant broadening of resonance signals derived from these helical regions of TC-1 was observed. The result indicates that the intrinsically disordered TC-1 interacts with Cby via its transient helical structure.
- Published
- 2007
- Full Text
- View/download PDF
50. CFTR regulatory region interacts with NBD1 predominantly via multiple transient helices.
- Author
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Baker JM, Hudson RP, Kanelis V, Choy WY, Thibodeau PH, Thomas PJ, and Forman-Kay JD
- Subjects
- Binding Sites, Humans, Hydrolysis, Models, Molecular, Nuclear Magnetic Resonance, Biomolecular, Phosphorylation, Protein Folding, Protein Structure, Tertiary, Cystic Fibrosis Transmembrane Conductance Regulator chemistry
- Abstract
The regulatory (R) region of the cystic fibrosis transmembrane conductance regulator (CFTR) is intrinsically disordered and must be phosphorylated at multiple sites for full CFTR channel activity, with no one specific phosphorylation site required. In addition, nucleotide binding and hydrolysis at the nucleotide-binding domains (NBDs) of CFTR are required for channel gating. We report NMR studies in the absence and presence of NBD1 that provide structural details for the isolated R region and its interaction with NBD1 at residue-level resolution. Several sites in the R region with measured fractional helical propensity mediate interactions with NBD1. Phosphorylation reduces the helicity of many R-region sites and reduces their NBD1 interactions. This evidence for a dynamic complex with NBD1 that transiently engages different sites of the R region suggests a structural explanation for the dependence of CFTR activity on multiple PKA phosphorylation sites.
- Published
- 2007
- Full Text
- View/download PDF
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