1
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Qiu Y, Huang T, Cai YD. Review of predicting protein stability changes upon variations. Proteomics 2024; 24:e2300371. [PMID: 38643379 DOI: 10.1002/pmic.202300371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 04/07/2024] [Accepted: 04/08/2024] [Indexed: 04/22/2024]
Abstract
Forecasting alterations in protein stability caused by variations holds immense importance. Improving the thermal stability of proteins is important for biomedical and industrial applications. This review discusses the latest methods for predicting the effects of mutations on protein stability, databases containing protein mutations and thermodynamic parameters, and experimental techniques for efficiently assessing protein stability in high-throughput settings. Various publicly available databases for protein stability prediction are introduced. Furthermore, state-of-the-art computational approaches for anticipating protein stability changes due to variants are reviewed. Each method's types of features, base algorithm, and prediction results are also detailed. Additionally, some experimental approaches for verifying the prediction results of computational methods are introduced. Finally, the review summarizes the progress and challenges of protein stability prediction and discusses potential models for future research directions.
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Affiliation(s)
- Yiling Qiu
- Bio-Med Big Data Center, CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China
- School of Mathematics and Statistics, Guangdong University of Technology, Guangzhou, China
| | - Tao Huang
- Bio-Med Big Data Center, CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China
| | - Yu-Dong Cai
- School of Life Sciences, Shanghai University, Shanghai, China
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2
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Cook KD, Tran T, Thomas VA, Devanaboyina SC, Rock DA, Pearson JT. Correlation of In Vitro Kinetic Stability to Preclinical In Vivo Pharmacokinetics for a Panel of Anti-PD-1 Monoclonal Antibody Interleukin 21 Mutein Immunocytokines. Drug Metab Dispos 2024; 52:228-235. [PMID: 38135505 DOI: 10.1124/dmd.123.001555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 12/15/2023] [Accepted: 12/18/2023] [Indexed: 12/24/2023] Open
Abstract
The development of therapeutic fusion protein drugs is often impeded by the unintended consequences that occur from fusing together domains from independent naturally occurring proteins, consequences such as altered biodistribution, tissue uptake, or rapid clearance and potential immunogenicity. For therapeutic fusion proteins containing globular domains, we hypothesized that aberrant in vivo behavior could be related to low kinetic stability of these domains leading to local unfolding and susceptibility to partial proteolysis and/or salvage and uptake. Herein we describe an assay to measure kinetic stability of therapeutic fusion proteins by way of their sensitivity to the protease thermolysin. The results indicate that in vivo pharmacokinetics of a panel of anti-programmed cell death protein 1 monocolonal antibody:interleukin 21 immunocytokines in both mice and nonhuman primates are highly correlated with their in vitro susceptibility to thermolysin-mediated proteolysis. This assay can be used as a tool to quickly identify in vivo liabilities of globular domains of therapeutic proteins, thus aiding in the optimization and development of new multispecific drug candidates. SIGNIFICANCE STATEMENT: This work describes a novel assay utilizing protein kinetic stability to identify preclinical in vivo pharmacokinetic liabilities of multispecific therapeutic fusion proteins. This provides an efficient, inexpensive method to ascertain inherent protein stability in vitro before conducting in vivo studies, which can rapidly increase the speed of preclinical drug development.
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Affiliation(s)
- Kevin D Cook
- Amgen Research, Pharmacokinetics & Drug Metabolism, South San Francisco, California
| | - Thuy Tran
- Amgen Research, Pharmacokinetics & Drug Metabolism, South San Francisco, California
| | - Veena A Thomas
- Amgen Research, Pharmacokinetics & Drug Metabolism, South San Francisco, California
| | | | - Dan A Rock
- Amgen Research, Pharmacokinetics & Drug Metabolism, South San Francisco, California
| | - Josh T Pearson
- Amgen Research, Pharmacokinetics & Drug Metabolism, South San Francisco, California
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3
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Hughes MDG, Cussons S, Hanson BS, Cook KR, Feller T, Mahmoudi N, Baker DL, Ariëns R, Head DA, Brockwell DJ, Dougan L. Building block aspect ratio controls assembly, architecture, and mechanics of synthetic and natural protein networks. Nat Commun 2023; 14:5593. [PMID: 37696784 PMCID: PMC10495373 DOI: 10.1038/s41467-023-40921-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 08/16/2023] [Indexed: 09/13/2023] Open
Abstract
Fibrous networks constructed from high aspect ratio protein building blocks are ubiquitous in nature. Despite this ubiquity, the functional advantage of such building blocks over globular proteins is not understood. To answer this question, we engineered hydrogel network building blocks with varying numbers of protein L domains to control the aspect ratio. The mechanical and structural properties of photochemically crosslinked protein L networks were then characterised using shear rheology and small angle neutron scattering. We show that aspect ratio is a crucial property that defines network architecture and mechanics, by shifting the formation from translationally diffusion dominated to rotationally diffusion dominated. Additionally, we demonstrate that a similar transition is observed in the model living system: fibrin blood clot networks. The functional advantages of this transition are increased mechanical strength and the rapid assembly of homogenous networks above a critical protein concentration, crucial for in vivo biological processes such as blood clotting. In addition, manipulating aspect ratio also provides a parameter in the design of future bio-mimetic and bio-inspired materials.
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Affiliation(s)
- Matt D G Hughes
- School of Physics and Astronomy, Faculty of Engineering and Physical Sciences, University of Leeds, Leeds, UK
| | - Sophie Cussons
- Astbury Centre for Structural Molecular Biology, University of Leeds, Leeds, UK
- School of Molecular and Cellular Biology, Faculty of Biological Sciences, University of Leeds, Leeds, UK
| | - Benjamin S Hanson
- School of Physics and Astronomy, Faculty of Engineering and Physical Sciences, University of Leeds, Leeds, UK
| | - Kalila R Cook
- School of Physics and Astronomy, Faculty of Engineering and Physical Sciences, University of Leeds, Leeds, UK
| | - Tímea Feller
- Leeds Institute of Cardiovascular and Metabolic Medicine, Faculty of Medicine and Health, University of Leeds, Leeds, UK
| | - Najet Mahmoudi
- ISIS Neutron and Muon Spallation Source, STFC Rutherford Appleton Laboratory, Oxfordshire, UK
| | - Daniel L Baker
- School of Physics and Astronomy, Faculty of Engineering and Physical Sciences, University of Leeds, Leeds, UK
| | - Robert Ariëns
- Leeds Institute of Cardiovascular and Metabolic Medicine, Faculty of Medicine and Health, University of Leeds, Leeds, UK
| | - David A Head
- School of Computing, Faculty of Engineering and Physical Science, University of Leeds, Leeds, UK
| | - David J Brockwell
- Astbury Centre for Structural Molecular Biology, University of Leeds, Leeds, UK
- School of Molecular and Cellular Biology, Faculty of Biological Sciences, University of Leeds, Leeds, UK
| | - Lorna Dougan
- School of Physics and Astronomy, Faculty of Engineering and Physical Sciences, University of Leeds, Leeds, UK.
- Astbury Centre for Structural Molecular Biology, University of Leeds, Leeds, UK.
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4
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Feng F, Zhang W, Chai Y, Guo D, Chen X. Label-free target protein characterization for small molecule drugs: recent advances in methods and applications. J Pharm Biomed Anal 2023; 223:115107. [DOI: 10.1016/j.jpba.2022.115107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Revised: 10/08/2022] [Accepted: 10/11/2022] [Indexed: 11/06/2022]
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5
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Hughes MD, Cussons S, Mahmoudi N, Brockwell DJ, Dougan L. Tuning Protein Hydrogel Mechanics through Modulation of Nanoscale Unfolding and Entanglement in Postgelation Relaxation. ACS NANO 2022; 16:10667-10678. [PMID: 35731007 PMCID: PMC9331141 DOI: 10.1021/acsnano.2c02369] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Globular folded proteins are versatile nanoscale building blocks to create biomaterials with mechanical robustness and inherent biological functionality due to their specific and well-defined folded structures. Modulating the nanoscale unfolding of protein building blocks during network formation (in situ protein unfolding) provides potent opportunities to control the protein network structure and mechanics. Here, we control protein unfolding during the formation of hydrogels constructed from chemically cross-linked maltose binding protein using ligand binding and the addition of cosolutes to modulate protein kinetic and thermodynamic stability. Bulk shear rheology characterizes the storage moduli of the bound and unbound protein hydrogels and reveals a correlation between network rigidity, characterized as an increase in the storage modulus, and protein thermodynamic stability. Furthermore, analysis of the network relaxation behavior identifies a crossover from an unfolding dominated regime to an entanglement dominated regime. Control of in situ protein unfolding and entanglement provides an important route to finely tune the architecture, mechanics, and dynamic relaxation of protein hydrogels. Such predictive control will be advantageous for future smart biomaterials for applications which require responsive and dynamic modulation of mechanical properties and biological function.
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Affiliation(s)
- Matt D.
G. Hughes
- School of
Physics and Astronomy, Faculty of Engineering and Physical Sciences, University of Leeds, Leeds LS2 9JT, U.K.
| | - Sophie Cussons
- Astbury Centre
for Structural Molecular Biology, University
of Leeds, Leeds LS2 9JT, U.K.
- School of
Molecular and Cellular Biology, Faculty of Biological Sciences, University of Leeds, Leeds LS2 9JT, U.K.
| | - Najet Mahmoudi
- ISIS
Neutron
and Muon Spallation Source, STFC Rutherford
Appleton Laboratory, Oxfordshire OX11 0QX, U.K.
| | - David J. Brockwell
- Astbury Centre
for Structural Molecular Biology, University
of Leeds, Leeds LS2 9JT, U.K.
- School of
Molecular and Cellular Biology, Faculty of Biological Sciences, University of Leeds, Leeds LS2 9JT, U.K.
| | - Lorna Dougan
- School of
Physics and Astronomy, Faculty of Engineering and Physical Sciences, University of Leeds, Leeds LS2 9JT, U.K.
- Astbury Centre
for Structural Molecular Biology, University
of Leeds, Leeds LS2 9JT, U.K.
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6
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Atsavapranee B, Stark CD, Sunden F, Thompson S, Fordyce PM. Fundamentals to function: Quantitative and scalable approaches for measuring protein stability. Cell Syst 2021; 12:547-560. [PMID: 34139165 DOI: 10.1016/j.cels.2021.05.009] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Revised: 04/16/2021] [Accepted: 05/07/2021] [Indexed: 12/11/2022]
Abstract
Folding a linear chain of amino acids into a three-dimensional protein is a complex physical process that ultimately confers an impressive range of diverse functions. Although recent advances have driven significant progress in predicting three-dimensional protein structures from sequence, proteins are not static molecules. Rather, they exist as complex conformational ensembles defined by energy landscapes spanning the space of sequence and conditions. Quantitatively mapping the physical parameters that dictate these landscapes and protein stability is therefore critical to develop models that are capable of predicting how mutations alter function of proteins in disease and informing the design of proteins with desired functions. Here, we review the approaches that are used to quantify protein stability at a variety of scales, from returning multiple thermodynamic and kinetic measurements for a single protein sequence to yielding indirect insights into folding across a vast sequence space. The physical parameters derived from these approaches will provide a foundation for models that extend beyond the structural prediction to capture the complexity of conformational ensembles and, ultimately, their function.
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Affiliation(s)
| | - Catherine D Stark
- Department of Biochemistry, Stanford University, Stanford, CA 94305, USA; ChEM-H, Stanford University, Stanford, CA 94305, USA
| | - Fanny Sunden
- Department of Biochemistry, Stanford University, Stanford, CA 94305, USA
| | - Samuel Thompson
- Department of Bioengineering, Stanford University, Stanford, CA 94305, USA.
| | - Polly M Fordyce
- Department of Bioengineering, Stanford University, Stanford, CA 94305, USA; ChEM-H, Stanford University, Stanford, CA 94305, USA; Department of Genetics, Stanford University, Stanford, CA 94305, USA; Chan Zuckerberg Biohub, San Francisco, CA 94110, USA.
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7
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Kitazaki A, Hasegawa T, Asami H, Kohno JY. Chemical denaturation of gas-phase albumin ions studied by photoelectron detachment yield spectroscopy and infrared laser ablation of droplet beams. Chem Phys Lett 2021. [DOI: 10.1016/j.cplett.2021.138512] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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8
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Schlebach JP. A protein folding intermediate pulls its weight. J Biol Chem 2021; 295:11418-11419. [PMID: 32817126 DOI: 10.1074/jbc.h120.015166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Indexed: 11/06/2022] Open
Abstract
Proteins must acquire and maintain a specific fold to execute their biochemical function(s). In solution, unfolded proteins typically find this native structure through a biased sampling of preferred intermediate conformations. However, the initial search for these structures begins during protein synthesis, and it is unclear how much interactions between the ribosome and nascent polypeptide skew folding pathways. In this issue, Jensen and colleagues use a ribosomal force-profiling assay to show that RNase H forms a similar folding intermediate on and off the ribosome. In conjunction with measurements of the rate of RNase H unfolding on and off the ribosome, their results show that ribosomal interactions have little impact on the folding pathway of RNase H. These findings suggest that the ribosome itself does not necessarily rewire protein folding reactions.
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9
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Huang YT, Yeh PC, Lan SC, Liu PF. Metabolites modulate the functional state of human uridine phosphorylase I. Protein Sci 2020; 29:2189-2200. [PMID: 32864839 DOI: 10.1002/pro.3939] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Revised: 08/25/2020] [Accepted: 08/28/2020] [Indexed: 12/23/2022]
Abstract
Metabolic pathways in cancer cells typically become reprogrammed to support unconstrained proliferation. These abnormal metabolic states are often accompanied by accumulation of high concentrations of ATP in the cytosol, a phenomenon known as the Warburg Effect. However, how high concentrations of ATP relate to the functional state of proteins is poorly understood. Here, we comprehensively studied the influence of ATP levels on the functional state of the human enzyme, uridine phosphorylase I (hUP1), which is responsible for activating the chemotherapeutic pro-drug, 5-fluorouracil. We found that elevated levels of ATP decrease the stability of hUP1, leading to the loss of its proper folding and function. We further showed that the concentration of hUP1 exerts a critical influence on this ATP-induced destabilizing effect. In addition, we found that ATP interacts with hUP1 through a partially unfolded state and accelerates the rate of hUP1 unfolding. Interestingly, some structurally similar metabolites showed similar destabilization effects on hUP1. Our findings suggest that metabolites can alter the folding and function of a human protein, hUP1, through protein destabilization. This phenomenon may be relevant in studying the functions of proteins that exist in the specific metabolic environment of a cancer cell.
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Affiliation(s)
- Yu-Ting Huang
- Department of Food Science and Biotechnology, National Chung Hsing University, Taichung City, Taiwan, Republic of China
| | - Pei-Chin Yeh
- Department of Food Science and Biotechnology, National Chung Hsing University, Taichung City, Taiwan, Republic of China
| | - Shih-Chun Lan
- Bachelor Program of Biotechnology, National Chung Hsing University, Taichung City, Taiwan, Republic of China
| | - Pei-Fen Liu
- Department of Food Science and Biotechnology, National Chung Hsing University, Taichung City, Taiwan, Republic of China
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10
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Jensen MK, Samelson AJ, Steward A, Clarke J, Marqusee S. The folding and unfolding behavior of ribonuclease H on the ribosome. J Biol Chem 2020; 295:11410-11417. [PMID: 32527724 PMCID: PMC7450101 DOI: 10.1074/jbc.ra120.013909] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Revised: 06/04/2020] [Indexed: 11/24/2022] Open
Abstract
The health of a cell depends on accurate translation and proper protein folding, whereas misfolding can lead to aggregation and disease. The first opportunity for a protein to fold occurs during translation, when the ribosome and surrounding environment can affect the nascent chain energy landscape. However, quantifying these environmental effects is challenging because ribosomal proteins and rRNA preclude most spectroscopic measurements of protein energetics. Here, we have applied two gel-based approaches, pulse proteolysis and force-profile analysis, to probe the folding and unfolding pathways of RNase H (RNH) nascent chains stalled on the prokaryotic ribosome in vitro. We found that ribosome-stalled RNH has an increased unfolding rate compared with free RNH. Because protein stability is related to the ratio of the unfolding and folding rates, this increase completely accounts for the observed change in protein stability and indicates that the folding rate is unchanged. Using arrest peptide–based force-profile analysis, we assayed the force generated during the folding of RNH on the ribosome. Surprisingly, we found that population of the RNH folding intermediate is required to generate sufficient force to release a stall induced by the SecM stalling sequence and that readthrough of SecM directly correlates with the stability of the RNH folding intermediate. Together, these results imply that the folding pathway of RNH is unchanged on the ribosome. Furthermore, our findings indicate that the ribosome promotes RNH unfolding while the nascent chain is proximal to the ribosome, which may limit the deleterious effects of RNH misfolding and assist in folding fidelity.
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Affiliation(s)
- Madeleine K Jensen
- Department of Molecular and Cell Biology, University of California, Berkeley, California, USA
| | - Avi J Samelson
- Department of Molecular and Cell Biology, University of California, Berkeley, California, USA
| | - Annette Steward
- Department of Chemistry, University of Cambridge, Cambridge, United Kingdom
| | - Jane Clarke
- Department of Chemistry, University of Cambridge, Cambridge, United Kingdom
| | - Susan Marqusee
- Department of Molecular and Cell Biology, University of California, Berkeley, California, USA .,Institute for Quantitative Biosciences (QB3)-Berkeley, University of California, Berkeley, California, USA.,Department of Chemistry, University of California, Berkeley, California, USA
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11
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Iyer LK, Phanse R, Xu M, Lan W, Krause ME, Bolgar M, Hart S. Pulse Proteolysis: An Orthogonal Tool for Protein Formulation Screening. J Pharm Sci 2019; 108:842-850. [DOI: 10.1016/j.xphs.2018.09.018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2018] [Revised: 08/24/2018] [Accepted: 09/17/2018] [Indexed: 12/24/2022]
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12
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Liu YK, Chen HY, Chueh PJ, Liu PF. A one-pot analysis approach to simplify measurements of protein stability and folding kinetics. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2018; 1867:184-193. [PMID: 30578861 DOI: 10.1016/j.bbapap.2018.12.006] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Revised: 12/16/2018] [Accepted: 12/17/2018] [Indexed: 10/27/2022]
Abstract
To achieve a good understanding of the characteristics of a protein, it is important to study its stability and folding kinetics. Investigations of protein stability have been recently applied to drug-target identification, drug screening, and proteomic studies. The efficiency of the experiments performed to study protein stability and folding kinetics is now a crucial factor that needs to be optimized for these potential applications. However, the standard procedures used to carry out these experiments are usually complicated and time consuming. Large number of measurements is the bottleneck that limits the application of protein folding to large-scale experiments. To overcome this limitation, we developed a method denoted as "one-pot analysis" which is based on taking a single measurement from a mixture of samples rather than from every sample. We combined one-pot analysis with pulse proteolysis to determine the effects of the binding of maltose to maltose-binding protein on the protein folding properties. After carrying out a simple optimization, we demonstrated that protein stability or unfolding kinetics could be measured accurately with just one detection measurement. We then further applied the optimized conditions to cellular thermal shift assay (CETSA). Combining one-pot analysis with CETSA led to a successful determination of the effects of the binding of methotrexate to dihydrofolate reductase in HCT116 cancer cells. Our results demonstrated the applicability of one-pot analysis to energetics-based methods for studying protein folding. We expect the combination of one-pot analysis and energetics-based methods to significantly benefit studies such as drug-target identification, proteomic investigations, and drug screening.
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Affiliation(s)
- Yi-Kai Liu
- Department of Food Science and Biotechnology, National Chung Hsing University, 145 Xingda Rd., South Dist., Taichung City 402, Taiwan, ROC
| | - Huei-Yu Chen
- Institute of Biomedical Science, National Chung Hsing University, 145 Xingda Rd., South Dist., Taichung City 402, Taiwan, ROC
| | - Pin Ju Chueh
- Institute of Biomedical Science, National Chung Hsing University, 145 Xingda Rd., South Dist., Taichung City 402, Taiwan, ROC
| | - Pei-Fen Liu
- Department of Food Science and Biotechnology, National Chung Hsing University, 145 Xingda Rd., South Dist., Taichung City 402, Taiwan, ROC.
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13
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Jimenez-Rosales A, Flores-Merino MV. Tailoring Proteins to Re-Evolve Nature: A Short Review. Mol Biotechnol 2018; 60:946-974. [DOI: 10.1007/s12033-018-0122-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
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14
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Liu YK, Lin TH, Liu PF. ATP alters protein folding and function of Escherichia coli uridine phosphorylase. Arch Biochem Biophys 2017; 634:11-20. [PMID: 28917600 DOI: 10.1016/j.abb.2017.09.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2017] [Revised: 09/06/2017] [Accepted: 09/11/2017] [Indexed: 01/07/2023]
Abstract
Uridine phosphorylase is one of the critical enzymes in the pyrimidine salvage pathway. Cells regenerate uridine for nucleotide metabolism by incorporating uracil with ribose-1-phosphate with this enzyme. Recent studies indicate that Escherichia coli uridine phosphorylase is destabilized in the presence of ATP. However, the mechanism underlying the destabilization process and its influence on uridine phosphorylase function remain to be established. Here, we comprehensively investigated the effects of ATP on protein folding and function of Escherichia coli uridine phosphorylase. Our results demonstrate that ATP apparently decreases the stability of uridine phosphorylase in a concentration-dependent manner. Additionally, simply increasing the level of ATP led to a reduction of enzymatic activity to complete inhibition. Further studies showed that uridine phosphorylase accumulates as a partially unfolded state in the presence of ATP. Moreover, ATP specifically accelerated the unfolding rate of uridine phosphorylase with no observable effects on the refolding process. Our preliminary findings suggest that ATP can alter the protein folding and function of enzymes via apparent destabilization. This mechanism may be significant for proteins functioning under conditions of high levels of ATP, such as cancer cell environments.
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Affiliation(s)
- Yi-Kai Liu
- Department of Food Science and Biotechnology, National Chung Hsing University, 145 Xingda Rd., South Dist., Taichung City 402, Taiwan, ROC
| | - Tzu-Hsuan Lin
- Department of Food Science and Biotechnology, National Chung Hsing University, 145 Xingda Rd., South Dist., Taichung City 402, Taiwan, ROC
| | - Pei-Fen Liu
- Department of Food Science and Biotechnology, National Chung Hsing University, 145 Xingda Rd., South Dist., Taichung City 402, Taiwan, ROC.
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15
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Moggridge J, Biggar K, Dawson N, Storey KB. Sensitive Detection of Immunoglobulin G Stability Using in Real-Time Isothermal Differential Scanning Fluorimetry: Determinants of Protein Stability for Antibody-Based Therapeutics. Technol Cancer Res Treat 2017; 16:997-1005. [PMID: 28602127 PMCID: PMC5762059 DOI: 10.1177/1533034617714149] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
Protein instability is a major obstacle in the production and delivery of monoclonal antibody-based therapies for cancer. This study presents real-time isothermal differential scanning fluorimetry as an emerging method to evaluate the stability of human immunoglobulin G protein with high sensitivity. The stability of polyclonal human immunoglobulin G against urea-induced denaturation was assessed following: (1) oxidation by the free-radical generator 2,2-Azobis[2-amidinopropane]dihydrochloride and (2) in selected storage buffers. Significant differences in immunoglobulin G stability were detected by real-time isothermal differential scanning fluorimetry when the immunoglobulin G was stored in 1,4-Piperazinediethanesulfonic acid buffer compared to phosphate-buffered saline, with half-maximal rate of denaturation occurring at a higher urea concentration in 1,4-Piperazinediethanesulfonic acid than phosphate-buffered saline (Knd;PIPES = 3.56 ± 0.09 M, Knd;PBS = 2.94 ± 0.08 M; P < .01), but differential scanning fluorimetry did not detect differences in unfolding temperature (Tm;PIPES = 70.5 ± 0.3°C, Tm;PBS = 69.7 ± 0.2°C). The effects of 2,2-Azobis[2-amidinopropane]dihydrochloride-induced oxidation on immunoglobulin G stability were analyzed by real-time isothermal differential scanning fluorimetry; the oxidized protein showed greater sensitivity to urea (Knd;CNTRL = 3.96 ± 0.19 M, Knd;AAPH = 3.49 ± 0.07 M; P < .05). Similarly, differential scanning fluorimetry indicated greater thermal sensitivity of oxidized immunoglobulin G (Tm;CNTRL = 70.5 ± 0.3°C, Tm;AAPH = 62.9 ± 0.1°C; P < .001). However, a third method for assessing protein stability, pulse proteolysis, proved to be substantially less sensitive and did not detect significant effects of 2,2-Azobis[2-amidinopropane]dihydrochloride on the half-maximal concentration of urea needed to denature immunoglobulin G (Cm;CNTRL= 6.8 ± 0.1 M; Cm;AAPH = 6.4 ± 0.7 M). Overall these results demonstrate the merit of using real-time isothermal differential scanning fluorimetry as a rapid and sensitive technique for the evaluation of protein stability in solution using a quantitative real-time thermocycler.
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Affiliation(s)
- Jason Moggridge
- Institute of Biochemistry, Carleton University, Ottawa, Ontario, Canada
| | - Kyle Biggar
- Institute of Biochemistry, Carleton University, Ottawa, Ontario, Canada
| | - Neal Dawson
- Institute of Biochemistry, Carleton University, Ottawa, Ontario, Canada
| | - Kenneth B Storey
- Institute of Biochemistry, Carleton University, Ottawa, Ontario, Canada
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16
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Abstract
Accurate protein folding is essential for proper cellular and organismal function. In the cell, protein folding is carefully regulated; changes in folding homeostasis (proteostasis) can disrupt many cellular processes and have been implicated in various neurodegenerative diseases and other pathologies. For many proteins, the initial folding process begins during translation while the protein is still tethered to the ribosome; however, most biophysical studies of a protein's energy landscape are carried out in isolation under idealized, dilute conditions and may not accurately report on the energy landscape in vivo. Thus, the energy landscape of ribosome nascent chains and the effect of the tethered ribosome on nascent chain folding remain unclear. Here we have developed a general assay for quantitatively measuring the folding stability of ribosome nascent chains, and find that the ribosome exerts a destabilizing effect on the polypeptide chain. This destabilization decreases as a function of the distance away from the peptidyl transferase center. Thus, the ribosome may add an additional layer of robustness to the protein-folding process by avoiding the formation of stable partially folded states before the protein has completely emerged from the ribosome.
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17
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Jin L, Wang D, Gooden DM, Ball CH, Fitzgerald MC. Targeted Mass Spectrometry-Based Approach for Protein-Ligand Binding Analyses in Complex Biological Mixtures Using a Phenacyl Bromide Modification Strategy. Anal Chem 2016; 88:10987-10993. [PMID: 27740755 DOI: 10.1021/acs.analchem.6b02658] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The characterization of protein folding stability changes on the proteomic scale is useful for protein-target discovery and for the characterization of biological states. The Stability of Proteins from Rates of Oxidation (SPROX) technique is one of several mass spectrometry-based techniques recently established for the making proteome-wide measurements of protein folding and stability. A critical part of proteome-wide applications of SPROX is the identification and quantitation of methionine-containing peptides. Demonstrated here is a targeted mass spectrometry-based proteomics strategy for the detection and quantitation of methionine-containing peptides in SPROX experiments. The strategy involves the use of phenacyl bromide (PAB) for the targeted detection and quantitation of methionine-containing peptides in SPROX using selective reaction monitoring (SRM) on a triple quadrupole mass spectrometer (QQQ-MS). As proof-of-principle, the known binding interaction of Cyclosporine A with cyclophilin A protein in a yeast cell lysate is successfully detected and quantified using a targeted SRM workflow. Advantages of the described workflow over other SPROX protocols include a 20-fold reduction in the amount of total protein needed for analysis and the ability to work with the endogenous proteins in a given sample (e.g., stabile isotope labeling with amino acids in cell culture is not necessary).
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Affiliation(s)
- Lorrain Jin
- Department of Chemistry, Duke University , Durham, North Carolina 27708, United States
| | - Dongyu Wang
- Department of Chemistry, Duke University , Durham, North Carolina 27708, United States
| | - David M Gooden
- Department of Chemistry, Duke University , Durham, North Carolina 27708, United States
| | - Carol H Ball
- Agilent Technologies, Cary, North Carolina 27511, United States
| | - Michael C Fitzgerald
- Department of Chemistry, Duke University , Durham, North Carolina 27708, United States
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18
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Wang Q, Waterhouse N, Feyijinmi O, Dominguez MJ, Martinez LM, Sharp Z, Service R, Bothe JR, Stollar EJ. Development and Application of a High Throughput Protein Unfolding Kinetic Assay. PLoS One 2016; 11:e0146232. [PMID: 26745729 PMCID: PMC4706425 DOI: 10.1371/journal.pone.0146232] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2015] [Accepted: 12/15/2015] [Indexed: 11/18/2022] Open
Abstract
The kinetics of folding and unfolding underlie protein stability and quantification of these rates provides important insights into the folding process. Here, we present a simple high throughput protein unfolding kinetic assay using a plate reader that is applicable to the studies of the majority of 2-state folding proteins. We validate the assay by measuring kinetic unfolding data for the SH3 (Src Homology 3) domain from Actin Binding Protein 1 (AbpSH3) and its stabilized mutants. The results of our approach are in excellent agreement with published values. We further combine our kinetic assay with a plate reader equilibrium assay, to obtain indirect estimates of folding rates and use these approaches to characterize an AbpSH3-peptide hybrid. Our high throughput protein unfolding kinetic assays allow accurate screening of libraries of mutants by providing both kinetic and equilibrium measurements and provide a means for in-depth ϕ-value analyses.
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Affiliation(s)
- Qiang Wang
- Department of Physical Sciences, Eastern New Mexico University, Portales, New Mexico, United States of America
| | - Nicklas Waterhouse
- Department of Physical Sciences, Eastern New Mexico University, Portales, New Mexico, United States of America
| | - Olusegun Feyijinmi
- Department of Physical Sciences, Eastern New Mexico University, Portales, New Mexico, United States of America
| | - Matthew J. Dominguez
- Department of Physical Sciences, Eastern New Mexico University, Portales, New Mexico, United States of America
| | - Lisa M. Martinez
- Department of Physical Sciences, Eastern New Mexico University, Portales, New Mexico, United States of America
| | - Zoey Sharp
- Department of Physical Sciences, Eastern New Mexico University, Portales, New Mexico, United States of America
| | - Rachel Service
- Department of Physical Sciences, Eastern New Mexico University, Portales, New Mexico, United States of America
| | - Jameson R. Bothe
- NMRFAM, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Elliott J. Stollar
- Department of Physical Sciences, Eastern New Mexico University, Portales, New Mexico, United States of America
- * E-mail:
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19
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Bioanalytical approaches to assess the proteolytic stability of therapeutic fusion proteins. Bioanalysis 2015; 7:3035-51. [DOI: 10.4155/bio.15.217] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Therapeutic fusion proteins (TFPs) are designed to improve the therapeutic profile of an endogenous protein or protein fragment with a limited dose frequency providing the desired pharmacological activity in vivo. Fusion of a therapeutic protein to a half-life extension or targeting domain can improve the disposition of the molecule or introduce a novel mechanism of action. Prolonged exposure and altered biodistribution of an endogenous protein through fusion technology increases the potential for local protein unfolding during circulation increasing the chance for partial proteolysis of the therapeutic domain. Characterizing the proteolytic liabilities of a TFP can guide engineering efforts to inhibit or hinder partial proteolysis. This review focuses on considerations and techniques for evaluating the stability of a TFP both in vivo and in vitro.
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20
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Friedrich U, Datta S, Schubert T, Plössl K, Schneider M, Grassmann F, Fuchshofer R, Tiefenbach KJ, Längst G, Weber BHF. Synonymous variants in HTRA1 implicated in AMD susceptibility impair its capacity to regulate TGF-β signaling. Hum Mol Genet 2015; 24:6361-73. [PMID: 26310622 DOI: 10.1093/hmg/ddv346] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2015] [Accepted: 08/19/2015] [Indexed: 12/16/2023] Open
Abstract
High-temperature requirement A1 (HTRA1) is a secreted serine protease reported to play a role in the development of several cancers and neurodegenerative diseases. Still, the mechanism underlying the disease processes largely remains undetermined. In age-related macular degeneration (AMD), a common cause of vision impairment and blindness in industrialized societies, two synonymous polymorphisms (rs1049331:C>T, and rs2293870:G>T) in exon 1 of the HTRA1 gene were associated with a high risk to develop disease. Here, we show that the two polymorphisms result in a protein with altered thermophoretic properties upon heat-induced unfolding, trypsin accessibility and secretion behavior, suggesting unique structural features of the AMD-risk-associated HTRA1 protein. Applying MicroScale Thermophoresis and protease digestion analysis, we demonstrate direct binding and proteolysis of transforming growth factor β1 (TGF-β1) by normal HTRA1 but not the AMD-risk-associated isoform. As a consequence, both HTRA1 isoforms strongly differed in their ability to control TGF-β mediated signaling, as revealed by reporter assays targeting the TGF-β1-induced serpin peptidase inhibitor (SERPINE1, alias PAI-1) promoter. In addition, structurally altered HTRA1 led to an impaired autocrine TGF-β signaling in microglia, as measured by a strong down-regulation of downstream effectors of the TGF-β cascade such as phosphorylated SMAD2 and PAI-1 expression. Taken together, our findings demonstrate the effects of two synonymous HTRA1 variants on protein structure and protein interaction with TGF-β1. As a consequence, this leads to an impairment of TGF-β signaling and microglial regulation. Functional implications of the altered properties on AMD pathogenesis remain to be clarified.
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Affiliation(s)
- Ulrike Friedrich
- Institute of Human Genetics, University of Regensburg, Franz-Josef-Strauss-Allee 11, 93053 Regensburg, Germany
| | - Shyamtanu Datta
- Institute of Human Genetics, University of Regensburg, Franz-Josef-Strauss-Allee 11, 93053 Regensburg, Germany
| | - Thomas Schubert
- Department of Biochemistry, University of Regensburg, 2bind GmbH, Josef Engert Straße 13, 93053 Regensburg, Germany
| | - Karolina Plössl
- Institute of Human Genetics, University of Regensburg, Franz-Josef-Strauss-Allee 11, 93053 Regensburg, Germany
| | | | - Felix Grassmann
- Institute of Human Genetics, University of Regensburg, Franz-Josef-Strauss-Allee 11, 93053 Regensburg, Germany
| | | | - Klaus-Jürgen Tiefenbach
- Institute of Biophysics and Physical Biochemistry, University of Regensburg, Universitätsstraße 31, 93053 Regensburg, Germany and
| | - Gernot Längst
- Department of Biochemistry, University of Regensburg
| | - Bernhard H F Weber
- Institute of Human Genetics, University of Regensburg, Franz-Josef-Strauss-Allee 11, 93053 Regensburg, Germany,
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21
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Ursu A, Waldmann H. Hide and seek: Identification and confirmation of small molecule protein targets. Bioorg Med Chem Lett 2015; 25:3079-86. [PMID: 26115575 DOI: 10.1016/j.bmcl.2015.06.023] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2015] [Revised: 06/01/2015] [Accepted: 06/04/2015] [Indexed: 12/14/2022]
Abstract
Target identification and confirmation for small molecules is often the rate limiting step in drug discovery. A robust method to identify proteins addressed by small molecules is affinity chromatography using chemical probes. These usually consist of the compound of interest equipped with a linker molecule and a proper tag. Recently, methods emerged that allow the identification of protein targets without prior functionalization of the small molecule of interest. The digest offers an update on the newest developments in the area of target identification with special focus on confirmation techniques.
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Affiliation(s)
- Andrei Ursu
- Department of Chemical Biology, Max-Planck-Institute of Molecular Physiology, Otto-Hahn-Strasse 11, 44227 Dortmund, Germany; Chemical Biology, Faculty of Chemistry and Chemical Biology, TU Dortmund, Otto-Hahn-Strasse 6, 44221 Dortmund, Germany
| | - Herbert Waldmann
- Department of Chemical Biology, Max-Planck-Institute of Molecular Physiology, Otto-Hahn-Strasse 11, 44227 Dortmund, Germany; Chemical Biology, Faculty of Chemistry and Chemical Biology, TU Dortmund, Otto-Hahn-Strasse 6, 44221 Dortmund, Germany.
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22
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Geer MA, Fitzgerald MC. Energetics-based methods for protein folding and stability measurements. ANNUAL REVIEW OF ANALYTICAL CHEMISTRY (PALO ALTO, CALIF.) 2014; 7:209-228. [PMID: 24896313 DOI: 10.1146/annurev-anchem-071213-020024] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Over the past 15 years, a series of energetics-based techniques have been developed for the thermodynamic analysis of protein folding and stability. These techniques include Stability of Unpurified Proteins from Rates of amide H/D Exchange (SUPREX), pulse proteolysis, Stability of Proteins from Rates of Oxidation (SPROX), slow histidine H/D exchange, lysine amidination, and quantitative cysteine reactivity (QCR). The above techniques, which are the subject of this review, all utilize chemical or enzymatic modification reactions to probe the chemical denaturant- or temperature-induced equilibrium unfolding properties of proteins and protein-ligand complexes. They employ various mass spectrometry-, sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE)-, and optical spectroscopy-based readouts that are particularly advantageous for high-throughput and in some cases multiplexed analyses. This has created the opportunity to use protein folding and stability measurements in new applications such as in high-throughput screening projects to identify novel protein ligands and in mode-of-action studies to identify protein targets of a particular ligand.
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Affiliation(s)
- M Ariel Geer
- Department of Chemistry, Duke University, Durham, North Carolina 27708-0346;
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23
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Suhanovsky MM, Teschke CM. An intramolecular chaperone inserted in bacteriophage P22 coat protein mediates its chaperonin-independent folding. J Biol Chem 2013; 288:33772-33783. [PMID: 24126914 DOI: 10.1074/jbc.m113.515312] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The bacteriophage P22 coat protein has the common HK97-like fold but with a genetically inserted domain (I-domain). The role of the I-domain, positioned at the outermost surface of the capsid, is unknown. We hypothesize that the I-domain may act as an intramolecular chaperone because the coat protein folds independently, and many folding mutants are localized to the I-domain. The function of the I-domain was investigated by generating the coat protein core without its I-domain and the isolated I-domain. The core coat protein shows a pronounced folding defect. The isolated I-domain folds autonomously and has a high thermodynamic stability and fast folding kinetics in the presence of a peptidyl prolyl isomerase. Thus, the I-domain provides thermodynamic stability to the full-length coat protein so that it can fold reasonably efficiently while still allowing the HK97-like core to retain the flexibility required for conformational switching during procapsid assembly and maturation.
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Affiliation(s)
- Margaret M Suhanovsky
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, Connecticut 06269
| | - Carolyn M Teschke
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, Connecticut 06269; Department of Chemistry, University of Connecticut, Storrs, Connecticut 06269.
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24
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Jacobo SMP, DeAngelis MM, Kim IK, Kazlauskas A. Age-related macular degeneration-associated silent polymorphisms in HtrA1 impair its ability to antagonize insulin-like growth factor 1. Mol Cell Biol 2013; 33:1976-90. [PMID: 23478260 PMCID: PMC3647976 DOI: 10.1128/mcb.01283-12] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2012] [Accepted: 02/27/2013] [Indexed: 11/20/2022] Open
Abstract
Synonymous single nucleotide polymorphisms (SNPs) within a transcript's coding region produce no change in the amino acid sequence of the protein product and are therefore intuitively assumed to have a neutral effect on protein function. We report that two common variants of high-temperature requirement A1 (HTRA1) that increase the inherited risk of neovascular age-related macular degeneration (NvAMD) harbor synonymous SNPs within exon 1 of HTRA1 that convert common codons for Ala34 and Gly36 to less frequently used codons. The frequent-to-rare codon conversion reduced the mRNA translation rate and appeared to compromise HtrA1's conformation and function. The protein product generated from the SNP-containing cDNA displayed enhanced susceptibility to proteolysis and a reduced affinity for an anti-HtrA1 antibody. The NvAMD-associated synonymous polymorphisms lie within HtrA1's putative insulin-like growth factor 1 (IGF-1) binding domain. They reduced HtrA1's abilities to associate with IGF-1 and to ameliorate IGF-1-stimulated signaling events and cellular responses. These observations highlight the relevance of synonymous codon usage to protein function and implicate homeostatic protein quality control mechanisms that may go awry in NvAMD.
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Affiliation(s)
- Sarah Melissa P. Jacobo
- Department of Ophthalmology, Harvard Medical School, Schepens Eye Research Institute and Massachusetts Eye and Ear Infirmary, Boston, Massachusetts, USA
| | - Margaret M. DeAngelis
- Department of Ophthalmology and Visual Sciences, John A. Moran Eye Center, University of Utah, Salt Lake City, Utah, USA
| | - Ivana K. Kim
- Department of Ophthalmology, Harvard Medical School, Massachusetts Eye and Ear Infirmary, Boston, Massachusetts, USA
| | - Andrius Kazlauskas
- Department of Ophthalmology, Harvard Medical School, Schepens Eye Research Institute and Massachusetts Eye and Ear Infirmary, Boston, Massachusetts, USA
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25
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Choi JH, San A, Ostermeier M. Non-allosteric enzyme switches possess larger effector-induced changes in thermodynamic stability than their non-switch analogs. Protein Sci 2013; 22:475-85. [PMID: 23400970 DOI: 10.1002/pro.2234] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2012] [Revised: 02/05/2013] [Accepted: 02/07/2013] [Indexed: 11/11/2022]
Abstract
The ability to regulate cellular protein activity offers a broad range of biotechnological and biomedical applications. Such protein regulation can be achieved by modulating the specific protein activity or through processes that regulate the amount of protein in the cell. We have previously demonstrated that the nonhomologous recombination of the genes encoding maltose binding protein (MBP) and TEM1 β-lactamase (BLA) can result in genes that confer maltose-dependent resistance to β-lactam antibiotics even though the encoded proteins are not allosteric enzymes. We showed that these phenotypic switches-named based on their conferral of a switching phenotype to cells-resulted from a specific interaction with maltose in the cell that increased the switches cellular accumulation. Since phenotypic switches represent an important class of engineered proteins for basic science and biotechnological applications in vivo, we sought to elucidate the phenomena behind the increased accumulation and switching properties. Here, we demonstrate the key role for the linker region between the two proteins. Experimental evidence supports the hypothesis that in the absence of their effector, some phenotypic switches possess an increased rate of unfolding, decreased conformational stability, and increased protease susceptibility. These factors alone or in combination serve to decrease cellular accumulation. The effector functions to increase cellular accumulation by alleviating one or more of these defects. This perspective on the mechanism for phenotypic switching will aid the development of design rules for switch construction for applications and inform the study of the regulatory mechanisms of natural cellular proteins.
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Affiliation(s)
- Jay H Choi
- Department of Chemical & Biomolecular Engineering, Johns Hopkins University, Baltimore, Maryland 21212, USA
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26
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Okada J, Koga Y, Takano K, Kanaya S. Slow unfolding pathway of hyperthermophilic Tk-RNase H2 examined by pulse proteolysis using the stable protease Tk-subtilisin. Biochemistry 2012; 51:9178-91. [PMID: 23106363 DOI: 10.1021/bi300973n] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
The unfolding speed of some hyperthermophilic proteins is significantly slower than those of their mesostable homologues. Ribonuclease H2 from the hyperthermophilic archaeon Thermococcus kodakarensis (Tk-RNase H2) is stabilized by its remarkably slow unfolding rate. In this work, we examined the slow unfolding pathway of Tk-RNase H2 by pulse proteolysis using a superstable subtilisin-like serine protease from T. kodakarensis (Tk-subtilisin). Tk-subtilisin has enzymatic activity in highly concentrated guanidine hydrochloride (GdnHCl), in which Tk-RNase H2 unfolds slowly. The native state of Tk-RNase H2 was completely resistant to Tk-subtilisin, whereas the unfolded state (induced by 4 M GdnHCl) was degraded by Tk-subtilisin. Degradation products of Tk-RNase H2 created from pulse proteolysis during its unfolding were detected by tricine-sodium dodecyl sulfate-polyacrylamide gel electrophoresis. We identified the cleavage sites in Tk-RNase H2 by N-terminal sequencing and mass spectrometry and constructed mimics of the unfolding intermediate of Tk-RNase H2 by protein engineering. The mimics were biophysically characterized. We found that the native state of Tk-RNase H2 (N-state) changed to the I(A)-state that was digested by Tk-subtilisin in the early stage of unfolding. In the slow unfolding pathway, the I(A)-state shifted to two intermediate forms, I(B)-state and I(C)-state. The I(B)-state was digested by Tk-subtilisin in the C-terminal region, but the I(C)-state was a Tk-subtilisin resistant form. These states gradually unfolded through the I(D)-state, in which the N-terminal region was digested. The results indicate that pulse proteolysis, by a superstable protease, was a suitable strategy and an effective tool for analyzing intermediate structures of proteins with slow unfolding properties. We also showed that the N-terminal region contributes to the slow unfolding of Tk-RNase H2, and the C-terminal region is important for folding and stability.
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Affiliation(s)
- Jun Okada
- Department of Material and Life Science, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
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27
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Chang Y, Schlebach JP, VerHeul RA, Park C. Simplified proteomics approach to discover protein-ligand interactions. Protein Sci 2012; 21:1280-7. [PMID: 22733688 DOI: 10.1002/pro.2112] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2012] [Accepted: 06/15/2012] [Indexed: 01/09/2023]
Abstract
Identifying targets of biologically active small molecules is an essential but still challenging task in drug research and chemical genetics. Energetics-based target identification is an approach that utilizes the change in the conformational stabilities of proteins upon ligand binding in order to identify target proteins. Different from traditional affinity-based capture approaches, energetics-based methods do not require any labeling or immobilization of the test molecule. Here, we report a surprisingly simple version of energetics-based target identification, which only requires ion exchange chromatography, SDS PAGE, and minimal use of mass spectrometry. The complexity of a proteome is reduced through fractionation by ion exchange chromatography. Urea-induced unfolding of proteins in each fraction is then monitored by the significant increase in proteolytic susceptibility upon unfolding in the presence and the absence of a ligand. Proteins showing a different degree of unfolding with the ligand are identified by SDS PAGE followed by mass spectrometry. Using this approach, we identified ATP-binding proteins in the Escherichia coli proteome. In addition to known ATP-binding proteins, we also identified a number of proteins that were not previously known to interact with ATP. To validate one such finding, we cloned and purified phosphoglyceromutase, which was not previously known to bind ATP, and confirmed that ATP indeed stabilizes this protein. The combination of fractionation and pulse proteolysis offers an opportunity to investigate protein-drug or protein-metabolite interactions on a proteomic scale with minimal instrumentation and without modification of a molecule of interest.
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Affiliation(s)
- Youngil Chang
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, Indiana 47907, USA
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28
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Xia K, Zhang S, Bathrick B, Liu S, Garcia Y, Colón W. Quantifying the Kinetic Stability of Hyperstable Proteins via Time-Dependent SDS Trapping. Biochemistry 2011; 51:100-7. [DOI: 10.1021/bi201362z] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Ke Xia
- Department of Chemistry and
Chemical Biology, and Center for Biotechnology and Interdisciplinary
Studies, Rensselaer Polytechnic Institute, Troy, New York 12180, United States
| | - Songjie Zhang
- Department of Chemistry and
Chemical Biology, and Center for Biotechnology and Interdisciplinary
Studies, Rensselaer Polytechnic Institute, Troy, New York 12180, United States
| | - Brendan Bathrick
- Department of Chemistry and
Chemical Biology, and Center for Biotechnology and Interdisciplinary
Studies, Rensselaer Polytechnic Institute, Troy, New York 12180, United States
| | - Shuangqi Liu
- Department of Chemistry and
Chemical Biology, and Center for Biotechnology and Interdisciplinary
Studies, Rensselaer Polytechnic Institute, Troy, New York 12180, United States
| | - Yeidaliz Garcia
- Industrial Biotechnology Program, University of Puerto Rico at Mayagüez, Mayagüez,
Puerto Rico 00681-9000
| | - Wilfredo Colón
- Department of Chemistry and
Chemical Biology, and Center for Biotechnology and Interdisciplinary
Studies, Rensselaer Polytechnic Institute, Troy, New York 12180, United States
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29
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Affiliation(s)
- Patricia L Clark
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN 46556, USA.
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30
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Liu PF, Kihara D, Park C. Energetics-based discovery of protein-ligand interactions on a proteomic scale. J Mol Biol 2011; 408:147-62. [PMID: 21338610 DOI: 10.1016/j.jmb.2011.02.026] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2010] [Revised: 01/28/2011] [Accepted: 02/04/2011] [Indexed: 01/09/2023]
Abstract
Biochemical functions of proteins in cells frequently involve interactions with various ligands. Proteomic methods for the identification of proteins that interact with specific ligands such as metabolites, signaling molecules, and drugs are valuable in investigating the regulatory mechanisms of cellular metabolism, annotating proteins with unknown functions, and elucidating pharmacological mechanisms. Here we report an energetics-based target identification method in which target proteins in a cell lysate are identified by exploiting the effect of ligand binding on their stabilities. Urea-induced unfolding of proteins in cell lysates is probed by a short pulse of proteolysis, and the effect of a ligand on the amount of folded protein remaining is monitored on a proteomic scale. As proof of principle, we identified proteins that interact with ATP in the Escherichia coli proteome. Literature and database mining confirmed that a majority of the identified proteins are indeed ATP-binding proteins. Four identified proteins that were previously not known to interact with ATP were cloned and expressed to validate the result. Except for one protein, the effects of ATP on urea-induced unfolding were confirmed. Analyses of the protein sequences and structure models were also employed to predict potential ATP binding sites in the identified proteins. Our results demonstrate that this energetics-based target identification approach is a facile method to identify proteins that interact with specific ligands on a proteomic scale.
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Affiliation(s)
- Pei-Fen Liu
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, IN 47907, USA
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31
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Schlebach JP, Kim MS, Joh NH, Bowie JU, Park C. Probing membrane protein unfolding with pulse proteolysis. J Mol Biol 2010; 406:545-51. [PMID: 21192947 DOI: 10.1016/j.jmb.2010.12.018] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2010] [Revised: 12/06/2010] [Accepted: 12/09/2010] [Indexed: 10/18/2022]
Abstract
Technical challenges have greatly impeded the investigation of membrane protein folding and unfolding. To develop a new tool that facilitates the study of membrane proteins, we tested pulse proteolysis as a probe for membrane protein unfolding. Pulse proteolysis is a method to monitor protein folding and unfolding, which exploits the significant difference in proteolytic susceptibility between folded and unfolded proteins. This method requires only a small amount of protein and, in many cases, may be used with unpurified proteins in cell lysates. To evaluate the effectiveness of pulse proteolysis as a probe for membrane protein unfolding, we chose Halobacterium halobium bacteriorhodopsin (bR) as a model system. The denaturation of bR in SDS has been investigated extensively by monitoring the change in the absorbance at 560 nm (A(560)). In this work, we demonstrate that denaturation of bR by SDS results in a significant increase in its susceptibility to proteolysis by subtilisin. When pulse proteolysis was applied to bR incubated in varying concentrations of SDS, the remaining intact protein determined by electrophoresis shows a cooperative transition. The midpoint of the cooperative transition (C(m)) shows excellent agreement with that determined by A(560). The C(m) values determined by pulse proteolysis for M56A and Y57A bRs are also consistent with the measurements made by A(560). Our results suggest that pulse proteolysis is a quantitative tool to probe membrane protein unfolding. Combining pulse proteolysis with Western blotting may allow the investigation of membrane protein unfolding in situ without overexpression or purification.
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Affiliation(s)
- Jonathan P Schlebach
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, 575 Stadium Mall Drive, West Lafayette, IN 47907-2091, USA
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32
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Chang Y, Park C. Mapping transient partial unfolding by protein engineering and native-state proteolysis. J Mol Biol 2009; 393:543-56. [PMID: 19683000 DOI: 10.1016/j.jmb.2009.08.006] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2009] [Revised: 08/06/2009] [Accepted: 08/07/2009] [Indexed: 11/25/2022]
Abstract
Transient partial unfolding of proteins under native conditions may have significant consequences in the biochemical and biophysical properties of proteins. Native-state proteolysis offers a facile way to investigate the thermodynamic and kinetic accessibilities of partially unfolded forms (cleavable forms) under native conditions. However, determination of the structure of the cleavable form, which is populated only transiently, remains challenging. Although in some cases partially cleaved products from proteolysis provide information on the structure of this elusive form, proteolysis of many proteins does not accumulate detectable intermediates. Here, we describe a systematic approach to determining structures of cleavable forms by protein engineering and native-state proteolysis. By devising phi(c) analysis, which is analogous to conventional phi analysis, we have determined the structure of the cleavable form of Escherichia coli maltose-binding protein (MBP), which does not accumulate any partially cleaved products. We mutated 10 buried residues in MBP to alanine and determined phi(c) values from the effects of the mutations on global stability and proteolytic susceptibility. The result of this analysis suggests that two C-terminal helices in MBP are unfolded in their cleavable form. The effect of ligand binding on proteolytic susceptibility and C-terminal deletion mutations also confirms the proposed structure. Our approach and methodology are generally applicable not only in elucidating the mechanism of proteolysis but also in investigating other important processes involving partial unfolding under native conditions such as protein misfolding and aggregation.
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Affiliation(s)
- Youngil Chang
- Department of Medicinal Chemistry and Molecular Pharmacology, Bindley Bioscience Center, Purdue University, West Lafayette, IN 47907, USA
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Liu PF, Avramova LV, Park C. Revisiting absorbance at 230nm as a protein unfolding probe. Anal Biochem 2009; 389:165-70. [DOI: 10.1016/j.ab.2009.03.028] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2009] [Revised: 03/18/2009] [Accepted: 03/19/2009] [Indexed: 11/27/2022]
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Kim MS, Song J, Park C. Determining protein stability in cell lysates by pulse proteolysis and Western blotting. Protein Sci 2009; 18:1051-9. [PMID: 19388050 PMCID: PMC2771307 DOI: 10.1002/pro.115] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2009] [Revised: 03/04/2009] [Accepted: 03/05/2009] [Indexed: 11/11/2022]
Abstract
Proteins require proper conformational energetics to fold and to function correctly. Despite the importance of having information on conformational energetics, the investigation of thermodynamic stability has been limited to proteins, which can be easily expressed and purified. Many biologically important proteins are not suitable for conventional biophysical investigation because of the difficulty of expression and purification. As an effort to overcome this limitation, we have developed a method to determine the thermodynamic stability of low abundant proteins in cell lysates. Previously, it was demonstrated that protein stability can be determined quantitatively by measuring the fraction of folded proteins with a pulse of proteolysis (Pulse proteolysis). Here, we show that thermodynamic stability of low abundant proteins can be determined reliably in cell lysates by combining pulse proteolysis with quantitative Western blotting (Pulse and Western). To demonstrate the reliability of this method, we determined the thermodynamic stability of recombinant human H-ras added to lysates of E. coli and human Jurkat T cells. Comparison with the thermodynamic stability determined with pure H-ras revealed that Pulse and Western is a reliable way to monitor protein stability in cell lysates and the stability of H-ras is not affected by other proteins present in cell lysates. This method allows the investigation of conformational energetics of proteins in cell lysates without cloning, purification, or labeling.
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Affiliation(s)
| | | | - Chiwook Park
- Department of Medicinal Chemistry and Molecular Pharmacology and Bindley Bioscience Center, Purdue University575 Stadium Mall Drive, West Lafayette, Indiana 47907
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