1
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Sekhon H, Ha JH, Loh SN. Enhancing response of a protein conformational switch by using two disordered ligand binding domains. Front Mol Biosci 2023; 10:1114756. [PMID: 36936990 PMCID: PMC10018487 DOI: 10.3389/fmolb.2023.1114756] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Accepted: 02/13/2023] [Indexed: 03/06/2023] Open
Abstract
Introduction: Protein conformational switches are often constructed by fusing an input domain, which recognizes a target ligand, to an output domain that establishes a biological response. Prior designs have employed binding-induced folding of the input domain to drive a conformational change in the output domain. Adding a second input domain can in principle harvest additional binding energy for performing useful work. It is not obvious, however, how to fuse two binding domains to a single output domain such that folding of both binding domains combine to effect conformational change in the output domain. Methods: Here, we converted the ribonuclease barnase (Bn) to a switchable enzyme by duplicating a C-terminal portion of its sequence and appending it to its N-terminus, thereby establishing a native fold (OFF state) and a circularly permuted fold (ON state) that competed for the shared core in a mutually exclusive fashion. Two copies of FK506 binding protein (FKBP), both made unstable by the V24A mutation and one that had been circularly permuted, were inserted into the engineered barnase at the junctions between the shared and duplicated sequences. Results: Rapamycin-induced folding of FK506 binding protein stretched and unfolded the native fold of barnase via the mutually exclusive folding effect, and rapamycin-induced folding of permuted FK506 binding protein stabilized the permuted fold of barnase by the loop-closure entropy principle. These folding events complemented each other to turn on RNase function. The cytotoxic switching mechanism was validated in yeast and human cells, and in vitro with purified protein. Discussion: Thermodynamic modeling and experimental results revealed that the dual action of loop-closure entropy and mutually exclusive folding is analogous to an engine transmission in which loop-closure entropy acts as the low gear, providing efficient switching at low ligand concentrations, and mutually exclusive folding acts as the high gear to allow the switch to reach its maximum response at high ligand concentrations.
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2
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John AM, Sekhon H, Ha JH, Loh SN. Engineering a Fluorescent Protein Color Switch Using Entropy-Driven β-Strand Exchange. ACS Sens 2022; 7:263-271. [PMID: 35006676 DOI: 10.1021/acssensors.1c02239] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Protein conformational switches are widely used in biosensing. They are often composed of an input domain (which binds a target ligand) fused to an output domain (which generates an optical readout). A central challenge in designing such switches is to develop mechanisms for coupling the input and output signals via conformational changes. Here, we create a biosensor in which binding-induced folding of the input domain drives a conformational shift in the output domain that results in a sixfold green-to-yellow ratiometric fluorescence change in vitro and a 35-fold intensiometric fluorescence increase in cultured cells. The input domain consists of circularly permuted FK506 binding protein (cpFKBP) that folds upon binding its target ligand (FK506 or rapamycin). cpFKBP folding induces the output domain, an engineered green fluorescent protein (GFP) variant, to replace one of its β-strands (containing T203 and specifying green fluorescence) with a duplicate β-strand (containing Y203 and specifying yellow fluorescence) in an intramolecular exchange reaction. This mechanism employs the loop-closure entropy principle, embodied by the folding of the partially disordered cpFKBP domain, to couple ligand binding to the GFP color shift. This study highlights the high-energy barriers present in GFP folding which cause β-strand exchange to be slow and are also likely responsible for the shift from the β-strand exchange mechanism in vitro to ligand-induced chromophore maturation in cells. The proof-of-concept design has the advantages of full genetic encodability and potential for modularity. The latter attribute is enabled by the natural coupling of binding and folding and circular permutation of the input domain, which theoretically allows different binding domains to be compatible for insertion into the GFP surface loop.
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Affiliation(s)
- Anna Miriam John
- Department of Biochemistry and Molecular Biology, SUNY Upstate Medical University, Syracuse, New York 13210, United States
| | - Harsimranjit Sekhon
- Department of Biochemistry and Molecular Biology, SUNY Upstate Medical University, Syracuse, New York 13210, United States
| | - Jeung-Hoi Ha
- Department of Biochemistry and Molecular Biology, SUNY Upstate Medical University, Syracuse, New York 13210, United States
| | - Stewart N Loh
- Department of Biochemistry and Molecular Biology, SUNY Upstate Medical University, Syracuse, New York 13210, United States
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3
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Gui L, Chen Y, Diao Y, Chen Z, Duan J, Liang X, Li H, Liu K, Miao Y, Gao Q, Li Z, Yang J, Li Y. ROS-responsive nanoparticle-mediated delivery of CYP2J2 gene for therapeutic angiogenesis in severe hindlimb ischemia. Mater Today Bio 2022; 13:100192. [PMID: 34988419 PMCID: PMC8695365 DOI: 10.1016/j.mtbio.2021.100192] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 12/07/2021] [Accepted: 12/17/2021] [Indexed: 11/21/2022] Open
Abstract
With critical limb ischemia (CLI) being a multi-factorial disease, it is becoming evident that gene therapy with a multiple bio-functional growth factor could achieve better therapeutic outcomes. Cytochrome P450 epoxygenase-2J2 (CYP2J2) and its catalytic products epoxyeicosatrienoic acids (EETs) exhibit pleiotropic biological activities, including pro-angiogenic, anti-inflammatory and cardiovascular protective effects, which are considerably beneficial for reversing ischemia and restoring local blood flow in CLI. Here, we designed a nanoparticle-based pcDNA3.1-CYP2J2 plasmid DNA (pDNA) delivery system (nanoparticle/pDNA complex) composed of a novel three-arm star block copolymer (3S-PLGA-po-PEG), which was achieved by conjugating three-armed PLGA to PEG via the peroxalate ester bond. Considering the multiple bio-functions of CYP2J2-EETs and the sensitivity of the peroxalate ester bond to H2O2, this nanoparticle-based gene delivery system is expected to exhibit excellent pro-angiogenic effects while improving the high oxidative stress and inflammatory micro-environment in ischemic hindlimb. Our study reports the first application of CYP2J2 in the field of therapeutic angiogenesis for CLI treatment and our findings demonstrated good biocompatibility, stability and sustained release properties of the CYP2J2 nano-delivery system. In addition, this nanoparticle-based gene delivery system showed high transfection efficiency and efficient VEGF expression in vitro and in vivo. Intramuscular injection of nanoparticle/pDNA complexes into mice with hindlimb ischemia resulted in significant rapid blood flow recovery and improved muscle repair compared to mice treated with naked pDNA. In summary, 3S-PLGA-po-PEG/CYP2J2-pDNA complexes have tremendous potential and provide a practical strategy for the treatment of limb ischemia. Moreover, 3S-PLGA-po-PEG nanoparticles might be useful as a potential non-viral carrier for other gene delivery applications. Cytochrome P450 epoxygenase-2J2 (CYP2J2) was first applied in the field of therapeutic angiogenesis for critical limb ischemia treatment. The ROS-responsive three-arm star block copolymer (3S-PLGA-po-PEG) was synthesized with peroxalate ester as H2O2-responsive linkages through the esterification reaction of oxalyl chloride and hydroxyl group. The CYP2J2 nano-delivery system achieved high transfection efficiency and significant therapeutic angiogenesis effect.
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Affiliation(s)
- Liang Gui
- Department of Vascular Surgery, Beijing Hospital, National Center of Gerontology; Institute of Geriatric Medicine, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, 100730, PR China.,Graduate School of Peking Union Medical College, Beijing, 100730, PR China.,Department of Vascular Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, 210029, PR China
| | - Youlu Chen
- Tianjin Key Laboratory of Biomaterial Research, Institute of Biomedical Engineering, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, 300192, PR China
| | - Yongpeng Diao
- Department of Vascular Surgery, Beijing Hospital, National Center of Gerontology; Institute of Geriatric Medicine, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, 100730, PR China
| | - Zuoguan Chen
- Department of Vascular Surgery, Beijing Hospital, National Center of Gerontology; Institute of Geriatric Medicine, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, 100730, PR China
| | - Jianwei Duan
- Tianjin Key Laboratory of Biomaterial Research, Institute of Biomedical Engineering, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, 300192, PR China
| | - Xiaoyu Liang
- Tianjin Key Laboratory of Biomaterial Research, Institute of Biomedical Engineering, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, 300192, PR China
| | - Huiyang Li
- Tianjin Key Laboratory of Biomaterial Research, Institute of Biomedical Engineering, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, 300192, PR China
| | - Kaijing Liu
- Tianjin Key Laboratory of Biomaterial Research, Institute of Biomedical Engineering, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, 300192, PR China
| | - Yuqing Miao
- Department of Vascular Surgery, Beijing Hospital, National Center of Gerontology; Institute of Geriatric Medicine, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, 100730, PR China
| | - Qing Gao
- Department of Vascular Surgery, Beijing Hospital, National Center of Gerontology; Institute of Geriatric Medicine, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, 100730, PR China
| | - Zhichao Li
- Department of Vascular Surgery, Beijing Hospital, National Center of Gerontology; Institute of Geriatric Medicine, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, 100730, PR China
| | - Jing Yang
- Tianjin Key Laboratory of Biomaterial Research, Institute of Biomedical Engineering, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, 300192, PR China
| | - Yongjun Li
- Department of Vascular Surgery, Beijing Hospital, National Center of Gerontology; Institute of Geriatric Medicine, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, 100730, PR China
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4
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Tay NW, Liu F, Wang C, Zhang H, Zhang P, Chen YZ. Protein music of enhanced musicality by music style guided exploration of diverse amino acid properties. Heliyon 2021; 7:e07933. [PMID: 34632134 PMCID: PMC8488493 DOI: 10.1016/j.heliyon.2021.e07933] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 06/19/2021] [Accepted: 09/02/2021] [Indexed: 11/27/2022] Open
Abstract
Inspired by the traceable analogies between protein sequences and music notes, protein music has been composed from amino acid sequences for popularizing science and sourcing melodies. Despite the continuous development of protein-to-music algorithms, the musicality of protein music lags far behind human music. Musicality may be enhanced by fine-tuned protein-to-music mapping to the features of a specific music style. We analyzed the features of a music style (Fantasy-Impromptu style), and used the quantized musical features to guide broad exploration of diverse amino acid properties (104 properties, sequence patterns and variations) for developing a novel protein-to-music algorithm of enhanced musicality. This algorithm was applied to 18 proteins of various biological functions. The derived music pieces consistently exhibited enhanced musicality with respect to existing protein music. Music style guided exploration of diverse amino acid properties enable protein music composition of enhanced musicality, which may be further developed and applied to a wider variety of music styles.
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Affiliation(s)
- Nicole WanNi Tay
- Raffles Institution, 1 Raffles Institution Ln, 575954, Singapore
| | - Fanxi Liu
- Raffles Institution, 1 Raffles Institution Ln, 575954, Singapore
| | - Chaoxin Wang
- Department of Computer Science, Kansas State University, Manhattan, KS, 66506, USA
| | - Hui Zhang
- School of Arts, Minnan Normal University, Zhengzhou, 363000, China
| | - Peng Zhang
- Bioinformatics and Drug Design Group, Department of Pharmacy, and Center for Computational Science and Engineering, National University of Singapore, 117543, Singapore
| | - Yu Zong Chen
- Bioinformatics and Drug Design Group, Department of Pharmacy, and Center for Computational Science and Engineering, National University of Singapore, 117543, Singapore
- Qian Xuesen Collaborative Research Center of Astrochemistry and Space Life Sciences, Institute of Drug Discovery Technology, Ningbo University, Ningbo, 315211, China
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5
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Tian R, Geng Y, Guo H, Yang C, Seim I, Yang G. Comparative analysis of the superoxide dismutase gene family in Cetartiodactyla. J Evol Biol 2021; 34:1046-1060. [PMID: 33896059 DOI: 10.1111/jeb.13792] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 03/29/2021] [Accepted: 04/16/2021] [Indexed: 12/18/2022]
Abstract
Cetacea, whales, dolphins and porpoises form an order of mammals adapted to aquatic life. Their transition to an aquatic habitat resulted in exceptional protection against cellular insults, including oxidative and osmotic stress. Here, we considered the structure and molecular evolution of the superoxide dismutase (SOD) gene family, which encodes essential enzymes in the mammalian antioxidant system, in the superorder Cetartiodactyla. To this end, we juxtaposed cetaceans and their closest extant relatives (order Artiodactyla). We identified 94 genes in 23 species, of which 70 are bona fide intact genes. Although the SOD gene family is conserved in Cetartiodactyla, lineage-specific gene duplications and deletions were observed. Phylogenetic analyses show that the SOD2 subfamily diverged from a clade containing SOD1 and SOD3, suggesting that cytoplasmic, extracellular and mitochondrial SODs have started down independent evolutionary paths. Specific-amino acid changes (e.g. K130N in SOD2) that may enhance ROS elimination were identified in cetaceans. In silico analysis suggests that the core transcription factor repertoire of cetartiodactyl SOD genes may include Sp1, NF-κB, Nrf2 and AHR. Putative transcription factors binding sites responding to hypoxia were (e.g. Suppressor of Hairless; Su(H)) found in the cetacean SOD1 gene. We found significant evidence for positive selection in cetaceans using codon models. Cetaceans with different diving abilities also show divergent evolution of SOD1 and SOD2. Our genome-wide analysis of SOD genes helps clarify their relationship and evolutionary trajectory and identify putative functional changes in cetaceans.
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Affiliation(s)
- Ran Tian
- Integrative Biology Laboratory, College of Life Sciences, Nanjing Normal University, Nanjing, China.,Jiangsu Key Laboratory for Biodiversity and Biotechnology, College of Life Sciences, Nanjing Normal University, Nanjing, China
| | - Yuepan Geng
- Integrative Biology Laboratory, College of Life Sciences, Nanjing Normal University, Nanjing, China
| | - Han Guo
- Integrative Biology Laboratory, College of Life Sciences, Nanjing Normal University, Nanjing, China
| | - Chen Yang
- Integrative Biology Laboratory, College of Life Sciences, Nanjing Normal University, Nanjing, China
| | - Inge Seim
- Integrative Biology Laboratory, College of Life Sciences, Nanjing Normal University, Nanjing, China.,School of Biology and Environmental Science, Queensland University of Technology, Brisbane, QLD, Australia
| | - Guang Yang
- Jiangsu Key Laboratory for Biodiversity and Biotechnology, College of Life Sciences, Nanjing Normal University, Nanjing, China
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6
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Chen K, Pei D. Engineering Cell-Permeable Proteins through Insertion of Cell-Penetrating Motifs into Surface Loops. ACS Chem Biol 2020; 15:2568-2576. [PMID: 32786266 DOI: 10.1021/acschembio.0c00593] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Effective delivery of proteins into the cytosol of mammalian cells would open the door to a wide range of applications. However, despite great efforts from numerous investigators, effective protein delivery in a clinical setting is yet to be accomplished. Herein we report a potentially general approach to engineering cell-permeable proteins by genetically grafting a short cell-penetrating peptide (CPP) to an exposed loop of a protein of interest. The grafted peptide is conformationally constrained, exhibiting enhanced proteolytic stability and cellular entry efficiency. Applying this technique to enhanced green fluorescent protein (EGFP), protein-tyrosine phosphatase 1B (PTP1B), and purine nucleoside phosphorylase (PNP) rendered all three proteins cell-permeable and biologically active in cellular assays. When added into growth medium at 0.5-5 μM concentrations, the engineered PTP1B dose-dependently reduced the phosphotyrosine levels of intracellular proteins, while the modified PNP corrected the metabolic deficiency of PNP-deficient mouse T lymphocytes, providing a potential enzyme replacement therapy for a rare genetic disease.
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Affiliation(s)
- Kuangyu Chen
- Department of Chemistry and Biochemistry, The Ohio State University, 100 West 18th Avenue, Columbus, Ohio 43210, United States
| | - Dehua Pei
- Department of Chemistry and Biochemistry, The Ohio State University, 100 West 18th Avenue, Columbus, Ohio 43210, United States
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7
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Grande-Aztatzi R, Formoso E, Mujika JI, de Sancho D, Lopez X. Theoretical characterization of Al(III) binding to KSPVPKSPVEEKG: Insights into the propensity of aluminum to interact with key sequences for neurofilament formation. J Inorg Biochem 2020; 210:111169. [PMID: 32679460 DOI: 10.1016/j.jinorgbio.2020.111169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Revised: 06/17/2020] [Accepted: 06/24/2020] [Indexed: 11/15/2022]
Abstract
Classical molecular dynamic simulations and density functional theory are used to unveil the interaction of aluminum with various phosphorylated derivatives of the fragment KSPVPKSPVEEKG (NF13), a major multiphosphorylation domain of human neurofilament medium (NFM). Our calculations reveal the rich coordination chemistry of the resultant structures with a clear tendency of aluminum to form multidentate structures, acting as a bridging agent between different sidechains and altering the local secondary structure around the binding site. Our evaluation of binding energies allows us to determine that phosphorylation has an increase in the affinity of these peptides towards aluminum, although the interaction is not as strong as well-known chelators of aluminum in biological systems. Finally, the presence of hydroxides in the first solvation layer has a clear damping effect on the binding affinities. Our results help in elucidating the potential structures than can be formed between this exogenous neurotoxic metal and key sequences for the formation of neurofilament tangles, which are behind of some of the most important degenerative diseases.
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Affiliation(s)
| | - Elena Formoso
- Donostia International Physics Center (DIPC), 20018 Donostia, Euskadi, Spain; Farmazia Fakultatea, Euskal Herriko Unibertsitatea (UPV/EHU), 01006 Vitoria-Gasteiz, Euskadi, Spain
| | - Jon I Mujika
- Donostia International Physics Center (DIPC), 20018 Donostia, Euskadi, Spain
| | - David de Sancho
- Donostia International Physics Center (DIPC), 20018 Donostia, Euskadi, Spain; Kimika Fakultatea, Euskal Herriko Unibertsitatea (UPV/EHU), P.K. 1072, 20080 Donostia, Euskadi, Spain
| | - Xabier Lopez
- Donostia International Physics Center (DIPC), 20018 Donostia, Euskadi, Spain; Kimika Fakultatea, Euskal Herriko Unibertsitatea (UPV/EHU), P.K. 1072, 20080 Donostia, Euskadi, Spain.
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8
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Abstract
This Feature Article presents a view of the protein folding transition based on the hypothesis that Nature has built features within the sequences that enable a Shortcut to efficient folding. Nature's Shortcut is proposed to be the early establishment of a set of nonlocal weak contacts, constituting protein loops that significantly constrain regions of the collapsed disordered protein into a native-like low-resolution fluctuating topology of major sections of the backbone. Nature's establishment of this scaffold of nonlocal contacts is claimed to bypass what would otherwise be a nearly hopeless unaided search for the final three-dimensional structure in proteins longer than ∼100 amino acids. To support this main contention of the Feature Article, the loop hypothesis (LH) description of early folding events is experimentally tested with time-resolved Förster resonance energy transfer techniques for adenylate kinase, and the data are shown to be consistent with theoretical predictions from the sequential collapse model (SCM). The experimentally based LH and the theoretically founded SCM are argued to provide a unified picture of the role of nonlocal contacts as constituting Nature's Shortcut to protein folding. Importantly, the SCM is shown to reliably predict key nonlocal contacts utilizing only primary sequence information. This view on Nature's Shortcut is open to the protein community for further detailed assessment, including its practical consequences, by suitable application of advanced experimental and computational techniques.
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Affiliation(s)
| | - Elisha Haas
- The Goodman Faculty of Life Sciences , Bar-Ilan University , Ramat Gan 52900 , Israel
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9
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Oldfield CJ, Uversky VN, Dunker AK, Kurgan L. Introduction to intrinsically disordered proteins and regions. Proteins 2019. [DOI: 10.1016/b978-0-12-816348-1.00001-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
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10
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Gavrilov Y, Dagan S, Reich Z, Scherf T, Levy Y. An NMR Confirmation for Increased Folded State Entropy Following Loop Truncation. J Phys Chem B 2018; 122:10855-10860. [PMID: 30411894 DOI: 10.1021/acs.jpcb.8b09658] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Previous studies conducted on flexible loop regions in proteins revealed that the energetic consequences of changing loop length predominantly arise from the entropic cost of ordering a loop during folding. However, in an earlier study of human acylphosphatase (hmAcP) using experimental and computational approaches, we showed that thermodynamic stabilization upon loop truncation can be attributed mainly to the increased entropy of the folded state. Here, using 15N NMR spectroscopy, we studied the effect of loop truncation on hmAcP backbone dynamics on the picosecond-nanosecond timescale with the aim of confirming the effect of folded state entropy on protein stability. NMR-relaxation-derived N-H squared generalized order parameters reveal that loop truncation results in a significant increase in protein conformational flexibility. Comparison of these results with previously acquired all-atom molecular dynamics simulation, analyzed here in terms of squared generalized NMR order parameters, demonstrates general agreement between the two methods. The NMR study not only provides direct evidence for the enhanced conformational entropy of the folded state of hmAcP upon loop truncation but also gives a quantitative measure of the observed effects.
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11
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Yang F, Wang H, Logan DT, Mu X, Danielsson J, Oliveberg M. The Cost of Long Catalytic Loops in Folding and Stability of the ALS-Associated Protein SOD1. J Am Chem Soc 2018; 140:16570-16579. [PMID: 30359015 DOI: 10.1021/jacs.8b08141] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
A conspicuous feature of the amyotrophic lateral sclerosis (ALS)-associated protein SOD1 is that its maturation into a functional enzyme relies on local folding of two disordered loops into a catalytic subdomain. To drive the disorder-to-order transition, the protein employs a single Zn2+ ion. The question is then if the entropic penalty of maintaining such disordered loops in the immature apoSOD1 monomer is large enough to explain its unusually low stability, slow folding, and pathological aggregation in ALS. To find out, we determined the effects of systematically altering the SOD1-loop lengths by protein redesign. The results show that the loops destabilize the apoSOD1 monomer by ∼3 kcal/mol, rendering the protein marginally stable and accounting for its aggregation behavior. Yet the effect on the global folding kinetics remains much smaller with a transition-state destabilization of <1 kcal/mol. Notably, this 1/3 transition-state to folded-state stability ratio provides a clear-cut example of the enigmatic disagreement between the Leffler α value from loop-length alterations (typically 1/3) and the "standard" reaction coordinates based on solvent perturbations (typically >2/3). Reconciling the issue, we demonstrate that the disagreement disappears when accounting for the progressive loop shortening that occurs along the folding pathway. The approach assumes a consistent Flory loop entropy scaling factor of c = 1.48 for both equilibrium and kinetic data and has the added benefit of verifying the tertiary interactions of the folding nucleus as determined by phi-value analysis. Thus, SOD1 not only represents a case where evolution of key catalytic function has come with the drawback of a destabilized apo state but also stands out as a well-suited model system for exploring the physicochemical details of protein self-organization.
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Affiliation(s)
- Fan Yang
- Department of Biochemistry and Biophysics, Arrhenius Laboratories of Natural Sciences , Stockholm University , S-106 91 Stockholm , Sweden
| | - Huabing Wang
- Department of Biochemistry and Biophysics, Arrhenius Laboratories of Natural Sciences , Stockholm University , S-106 91 Stockholm , Sweden
| | - Derek T Logan
- Division of Biochemistry & Structural Biology, Department of Chemistry , Lund University , Box 124, 22100 Lund , Sweden
| | - Xin Mu
- Department of Biochemistry and Biophysics, Arrhenius Laboratories of Natural Sciences , Stockholm University , S-106 91 Stockholm , Sweden
| | - Jens Danielsson
- Department of Biochemistry and Biophysics, Arrhenius Laboratories of Natural Sciences , Stockholm University , S-106 91 Stockholm , Sweden
| | - Mikael Oliveberg
- Department of Biochemistry and Biophysics, Arrhenius Laboratories of Natural Sciences , Stockholm University , S-106 91 Stockholm , Sweden
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12
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Morales-Camacho JI, Espinosa-Hernández E, Fernández-Velasco DA, Benítez-Cardoza CG, Luna-Suárez S. Insertion of antihypertensive peptides in acidic subunit from amaranth 11S induces contrasting effects in stability. Appl Microbiol Biotechnol 2018; 102:9595-9606. [PMID: 30209550 DOI: 10.1007/s00253-018-9300-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2018] [Revised: 07/29/2018] [Accepted: 08/01/2018] [Indexed: 11/24/2022]
Abstract
The insertion of peptides is a biotechnology tool widely used to improve the nutraceutical properties of proteins. Because the effect of these insertions in protein stability and function is difficult to predict, it should be determined experimentally. In this study, we created two variants of amarantin acidic subunit and analyzed them along with other four proteins reported previously. We measured their response against two destabilizing agents: temperature and urea. The six proteins presented the insertion of antihypertensive peptides (VYVYVYVY or RIPP) in the variable regions of the protein. We observed that their effect strongly depended on the site of the insertion. The insertion in the variable region I stabilized the protein both thermally and chemically, but it affected the inhibitory activity of the angiotensin-converting enzyme in vitro. In contrast, insertions in other three regions were severely destabilizing, producing molten globules. Our findings reveal that the insertion of bioactive peptides in variable regions of a protein can increase or decrease the protein's thermal and chemical stability and that these conformational changes may also alter its final activity.
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Affiliation(s)
- Jocksan I Morales-Camacho
- Centro de Investigación en Biotecnología Aplicada, Instituto Politécnico Nacional, CIBA-IPN, Tepetitla, 90700, Tlaxcala, Mexico.,Departamento de Ingeniería Química, Alimentos y Ambiental, Universidad de las Américas Puebla, Sta. Catarina Mártir, San Andrés Cholula, 72810, Puebla, Mexico
| | - Edgar Espinosa-Hernández
- Centro de Investigación en Biotecnología Aplicada, Instituto Politécnico Nacional, CIBA-IPN, Tepetitla, 90700, Tlaxcala, Mexico
| | - D Alejandro Fernández-Velasco
- Laboratorio de Fisicoquímica e Ingeniería de Proteínas, Departamento de Bioquímica, Facultad de Medicina, Universidad Nacional Autónoma de México, D.F., 04510, México, Mexico
| | - Claudia G Benítez-Cardoza
- Laboratorio de Investigación Bioquímica, Instituto Politécnico Nacional, ENMyH-IPN, D.F, 07320, México, Mexico
| | - Silvia Luna-Suárez
- Centro de Investigación en Biotecnología Aplicada, Instituto Politécnico Nacional, CIBA-IPN, Tepetitla, 90700, Tlaxcala, Mexico.
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13
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Kumar A, Nokhrin S, Woloschuk RM, Woolley GA. Duplication of a Single Strand in a β-Sheet Can Produce a New Switching Function in a Photosensory Protein. Biochemistry 2018; 57:4093-4104. [PMID: 29897240 DOI: 10.1021/acs.biochem.8b00445] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Duplication of a single β-strand that forms part of a β-sheet in photoactive yellow protein (PYP) was found to produce two approximately isoenergetic protein conformations, in which either the first or the second copy of the duplicated β-strand participates in the β-sheet. Whereas one conformation (big-loop) is more stable at equilibrium in the dark, the other conformation (long-tail) is populated after recovery from blue light irradiation. By appending a recognition motif (E-helix) to the C-terminus of the protein, we show that β-strand duplication, and the resulting possibility of β-strand slippage, can lead to a new switchable protein-protein interaction. We suggest that β-strand duplication may be a general means of introducing two-state switching activity into protein structures.
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Affiliation(s)
- Anil Kumar
- Department of Chemistry , University of Toronto , 80 St. George Street , Toronto , ON M5S 3H6 , Canada
| | - Sergiy Nokhrin
- Department of Chemistry , University of Toronto , 80 St. George Street , Toronto , ON M5S 3H6 , Canada
| | - Ryan M Woloschuk
- Department of Chemistry , University of Toronto , 80 St. George Street , Toronto , ON M5S 3H6 , Canada
| | - G Andrew Woolley
- Department of Chemistry , University of Toronto , 80 St. George Street , Toronto , ON M5S 3H6 , Canada
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14
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Jarmolinska AI, Kadlof M, Dabrowski-Tumanski P, Sulkowska JI. GapRepairer: a server to model a structural gap and validate it using topological analysis. Bioinformatics 2018; 34:3300-3307. [DOI: 10.1093/bioinformatics/bty334] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2017] [Accepted: 04/27/2018] [Indexed: 02/07/2023] Open
Affiliation(s)
- Aleksandra I Jarmolinska
- Centre of New Technologies, University of Warsaw, Warsaw, Poland
- College of Inter-Faculty Individual Studies in Mathematics and Natural Sciences, Warsaw, Poland
| | - Michal Kadlof
- Centre of New Technologies, University of Warsaw, Warsaw, Poland
- Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - Pawel Dabrowski-Tumanski
- Centre of New Technologies, University of Warsaw, Warsaw, Poland
- Faculty of Chemistry, University of Warsaw, Warsaw, Poland
| | - Joanna I Sulkowska
- Centre of New Technologies, University of Warsaw, Warsaw, Poland
- Faculty of Chemistry, University of Warsaw, Warsaw, Poland
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15
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Zhu X, Liu C, Duan J, Liang X, Li X, Sun H, Kong D, Yang J. Synthesis of three-arm block copolymer poly(lactic- co-glycolic acid)-poly(ethylene glycol) with oxalyl chloride and its application in hydrophobic drug delivery. Int J Nanomedicine 2016; 11:6065-6077. [PMID: 27895480 PMCID: PMC5117906 DOI: 10.2147/ijn.s119446] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
PURPOSE Synthesis of star-shaped block copolymer with oxalyl chloride and preparation of micelles to assess the prospect for drug-carrier applications. MATERIALS AND METHODS Three-arm star block copolymers of poly(lactic-co-glycolic acid) (3S-PLGA)-polyethylene glycol (PEG) were synthesized by ring-opening polymerization, then PEG as the hydrophilic block was linked to the terminal hydroxyl of 3S-PLGA with oxalyl chloride. Fourier-transform infrared (FT-IR) spectroscopy, gel-permeation chromatography (GPC), hydrogen nuclear magnetic resonance (1H-NMR) spectra, and differential scanning calorimetry were employed to identify the structure and properties of 3S-PLGA-PEG. Rapamycin (RPM)-loaded micelles were prepared by solvent evaporation, and pyrene was used as the fluorescence probe to detect the critical micelle concentration of the copolymer. The particle size, distribution, and ζ-potential of the micelles were determined by dynamic light scattering, and the morphology of the RPM-loaded micelles was analyzed by transmission electron microscopy. High-performance liquid chromatography was conducted to analyze encapsulation efficiency and drug-loading capacity, as well as the release behavior of RPM-loaded micelles. The biocompatibility of material and the cytostatic effect of RPM-loaded micelles were investigated by Cell Counting Kit 8 assay. RESULTS FT-IR, GPC, and 1H-NMR suggested that 3S-PLGA-PEG was successfully synthesized. The RPM-loaded micelles prepared with the 3S-PLGA-PEG possessed good properties. The micelles had good average diameter and encapsulation efficiency. For in vitro release, RPM was released slowly from 3S-PLGA-PEG micelles, showing that 3S-PLGA-PEG-RPM exhibited a better and longer antiproliferative effect than free RPM. CONCLUSION In this study, we first used oxalyl chloride as the linker to synthesize 3S-PLGA-PEG successfully, and compared with reported literature, this method shortened the reaction procedure and improved the reaction yield. The micelles prepared with this material proved suitable for drug-carrier application.
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Affiliation(s)
- Xiaowei Zhu
- Tianjin Key Laboratory of Biomaterial Research, Institute of Biomedical Engineering, Chinese Academy of Medical Science and Peking Union Medical College, Tianjin, People's Republic of China
| | - Chao Liu
- Tianjin Key Laboratory of Biomaterial Research, Institute of Biomedical Engineering, Chinese Academy of Medical Science and Peking Union Medical College, Tianjin, People's Republic of China
| | - Jianwei Duan
- Tianjin Key Laboratory of Biomaterial Research, Institute of Biomedical Engineering, Chinese Academy of Medical Science and Peking Union Medical College, Tianjin, People's Republic of China
| | - Xiaoyu Liang
- Tianjin Key Laboratory of Biomaterial Research, Institute of Biomedical Engineering, Chinese Academy of Medical Science and Peking Union Medical College, Tianjin, People's Republic of China
| | - Xuanling Li
- Tianjin Key Laboratory of Biomaterial Research, Institute of Biomedical Engineering, Chinese Academy of Medical Science and Peking Union Medical College, Tianjin, People's Republic of China
| | - Hongfan Sun
- Tianjin Key Laboratory of Biomaterial Research, Institute of Biomedical Engineering, Chinese Academy of Medical Science and Peking Union Medical College, Tianjin, People's Republic of China
| | - Deling Kong
- Tianjin Key Laboratory of Biomaterial Research, Institute of Biomedical Engineering, Chinese Academy of Medical Science and Peking Union Medical College, Tianjin, People's Republic of China
| | - Jing Yang
- Tianjin Key Laboratory of Biomaterial Research, Institute of Biomedical Engineering, Chinese Academy of Medical Science and Peking Union Medical College, Tianjin, People's Republic of China
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16
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Gavrilov Y, Dagan S, Levy Y. Shortening a loop can increase protein native state entropy. Proteins 2015; 83:2137-46. [PMID: 26369935 DOI: 10.1002/prot.24926] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2015] [Revised: 08/20/2015] [Accepted: 09/01/2015] [Indexed: 01/31/2023]
Abstract
Protein loops are essential structural elements that influence not only function but also protein stability and folding rates. It was recently reported that shortening a loop in the AcP protein may increase its native state conformational entropy. This effect on the entropy of the folded state can be much larger than the lower entropic penalty of ordering a shorter loop upon folding, and can therefore result in a more pronounced stabilization than predicted by polymer model for loop closure entropy. In this study, which aims at generalizing the effect of loop length shortening on native state dynamics, we use all-atom molecular dynamics simulations to study how gradual shortening a very long or solvent-exposed loop region in four different proteins can affect their stability. For two proteins, AcP and Ubc7, we show an increase in native state entropy in addition to the known effect of the loop length on the unfolded state entropy. However, for two permutants of SH3 domain, shortening a loop results only with the expected change in the entropy of the unfolded state, which nicely reproduces the observed experimental stabilization. Here, we show that an increase in the native state entropy following loop shortening is not unique to the AcP protein, yet nor is it a general rule that applies to all proteins following the truncation of any loop. This modification of the loop length on the folded state and on the unfolded state may result with a greater effect on protein stability.
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Affiliation(s)
- Yulian Gavrilov
- Department of Structural Biology, Weizmann Institute of Science, Rehovot, 76100, Israel
| | - Shlomi Dagan
- Department of Structural Biology, Weizmann Institute of Science, Rehovot, 76100, Israel
| | - Yaakov Levy
- Department of Structural Biology, Weizmann Institute of Science, Rehovot, 76100, Israel
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17
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Pacheco S, Béhar G, Maillasson M, Mouratou B, Pecorari F. Affinity transfer to the archaeal extremophilic Sac7d protein by insertion of a CDR. Protein Eng Des Sel 2015; 27:431-8. [PMID: 25301962 DOI: 10.1093/protein/gzu042] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
Artificially transforming a scaffold protein into binders often consists of introducing diversity into its natural binding region by directed mutagenesis. We have previously developed the archaeal extremophilic Sac7d protein as a scaffold to derive affinity reagents (Affitins) by randomization of only a flat surface, or a flat surface and two short loops with natural lengths. Short loops are believed to contribute to stability of extremophilic proteins, and loop extension has been reported detrimental for the thermal and chemical stabilities of mesophilic proteins. In this work, we wanted to evaluate the possibility of designing target-binding proteins based on Sac7d by using a complementary determining region (CDR). To this aim, we inserted into three different loops a 10 residues CDR from the cAb-Lys3 anti-lysozyme camel antibody. The chimeras obtained were as stable as wild-type (WT) Sac7d at extreme pH and their structural integrity was supported. Chimeras were thermally stable, but with T(m)s from 60.9 to 66.3°C (cf. 91°C for Sac7d) which shows that loop extension is detrimental for thermal stability of Sac7d. The loop 3 enabled anti-lysozyme activity. These results pave the way for the use of CDR(s) from antibodies and/or extended randomized loop(s) to increase the potential of binding of Affitins.
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Affiliation(s)
- Sabino Pacheco
- CRCNA - UMR 892 INSERM, 8 quai Moncousu, BP 70721, 44007 Nantes, Cedex 1, France 6299 CNRS, 8 quai Moncousu, BP 70721, 44007 Nantes, Cedex 1, France University of Nantes, 8 quai Moncousu, BP 70721, 44007 Nantes, Cedex 1, France Institut Pasteur, CNRS UMR 3528, Unité de Microbiologie Structurale, 25 rue du Dr. Roux, 72724 Paris Cedex 15, France
| | - Ghislaine Béhar
- CRCNA - UMR 892 INSERM, 8 quai Moncousu, BP 70721, 44007 Nantes, Cedex 1, France 6299 CNRS, 8 quai Moncousu, BP 70721, 44007 Nantes, Cedex 1, France University of Nantes, 8 quai Moncousu, BP 70721, 44007 Nantes, Cedex 1, France
| | - Mike Maillasson
- CRCNA - UMR 892 INSERM, 8 quai Moncousu, BP 70721, 44007 Nantes, Cedex 1, France 6299 CNRS, 8 quai Moncousu, BP 70721, 44007 Nantes, Cedex 1, France University of Nantes, 8 quai Moncousu, BP 70721, 44007 Nantes, Cedex 1, France Plate-forme IMPACT Biogenouest, 8 quai Moncousu, BP 70721, 44007 Nantes, Cedex 1, France
| | - Barbara Mouratou
- CRCNA - UMR 892 INSERM, 8 quai Moncousu, BP 70721, 44007 Nantes, Cedex 1, France 6299 CNRS, 8 quai Moncousu, BP 70721, 44007 Nantes, Cedex 1, France University of Nantes, 8 quai Moncousu, BP 70721, 44007 Nantes, Cedex 1, France
| | - Frédéric Pecorari
- CRCNA - UMR 892 INSERM, 8 quai Moncousu, BP 70721, 44007 Nantes, Cedex 1, France 6299 CNRS, 8 quai Moncousu, BP 70721, 44007 Nantes, Cedex 1, France University of Nantes, 8 quai Moncousu, BP 70721, 44007 Nantes, Cedex 1, France
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18
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Sun N, Zhao H. A single-chain TALEN architecture for genome engineering. MOLECULAR BIOSYSTEMS 2013; 10:446-53. [PMID: 24336919 DOI: 10.1039/c3mb70412b] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Transcription-activator like effector nucleases (TALENs) are tailor-made DNA endonucleases and serve as a powerful tool for genome engineering. Site-specific DNA cleavage can be made by the dimerization of FokI nuclease domains at custom-targeted genomic loci, where a pair of TALENs must be positioned in close proximity with an appropriate orientation. However, the simultaneous delivery and coordinated expression of two bulky TALEN monomers (>100 kDa) in cells may be problematic to implement for certain applications. Here, we report the development of a single-chain TALEN (scTALEN) architecture, in which two FokI nuclease domains are fused on a single polypeptide. The scTALEN was created by connecting two FokI nuclease domains with a 95 amino acid polypeptide linker, which was isolated from a linker library by high-throughput screening. We demonstrated that scTALENs were catalytically active as monomers in yeast and human cells. The use of this novel scTALEN architecture should reduce protein payload, simplify design and decrease production cost.
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Affiliation(s)
- Ning Sun
- Department of Biochemistry, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
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19
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Dagan S, Hagai T, Gavrilov Y, Kapon R, Levy Y, Reich Z. Stabilization of a protein conferred by an increase in folded state entropy. Proc Natl Acad Sci U S A 2013; 110:10628-33. [PMID: 23754389 PMCID: PMC3696814 DOI: 10.1073/pnas.1302284110] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Entropic stabilization of native protein structures typically relies on strategies that serve to decrease the entropy of the unfolded state. Here we report, using a combination of experimental and computational approaches, on enhanced thermodynamic stability conferred by an increase in the configurational entropy of the folded state. The enhanced stability is observed upon modifications of a loop region in the enzyme acylphosphatase and is achieved despite significant enthalpy losses. The modifications that lead to increased stability, as well as those that result in destabilization, however, strongly compromise enzymatic activity, rationalizing the preservation of the native loop structure even though it does not provide the protein with maximal stability or kinetic foldability.
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Affiliation(s)
| | - Tzachi Hagai
- Structural Biology, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Yulian Gavrilov
- Structural Biology, Weizmann Institute of Science, Rehovot 76100, Israel
| | | | - Yaakov Levy
- Structural Biology, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Ziv Reich
- Departments of Biological Chemistry and
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20
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Orevi T, Rahamim G, Hazan G, Amir D, Haas E. The loop hypothesis: contribution of early formed specific non-local interactions to the determination of protein folding pathways. Biophys Rev 2013; 5:85-98. [PMID: 28510159 DOI: 10.1007/s12551-013-0113-3] [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] [Received: 01/15/2013] [Accepted: 03/01/2013] [Indexed: 12/12/2022] Open
Abstract
The extremely fast and efficient folding transition (in seconds) of globular proteins led to the search for some unifying principles embedded in the physics of the folding polypeptides. Most of the proposed mechanisms highlight the role of local interactions that stabilize secondary structure elements or a folding nucleus as the starting point of the folding pathways, i.e., a "bottom-up" mechanism. Non-local interactions were assumed either to stabilize the nucleus or lead to the later steps of coalescence of the secondary structure elements. An alternative mechanism was proposed, an "up-down" mechanism in which it was assumed that folding starts with the formation of very few non-local interactions which form closed long loops at the initiation of folding. The possible biological advantage of this mechanism, the "loop hypothesis", is that the hydrophobic collapse is associated with ordered compactization which reduces the chance for degradation and misfolding. In the present review the experiments, simulations and theoretical consideration that either directly or indirectly support this mechanism are summarized. It is argued that experiments monitoring the time-dependent development of the formation of specifically targeted early-formed sub-domain structural elements, either long loops or secondary structure elements, are necessary. This can be achieved by the time-resolved FRET-based "double kinetics" method in combination with mutational studies. Yet, attempts to improve the time resolution of the folding initiation should be extended down to the sub-microsecond time regime in order to design experiments that would resolve the classes of proteins which first fold by local or non-local interactions.
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Affiliation(s)
- Tomer Orevi
- The Goodman Faculty of Life Sciences, Bar Ilan University, Ramat Gan, Israel, 52900
| | - Gil Rahamim
- The Goodman Faculty of Life Sciences, Bar Ilan University, Ramat Gan, Israel, 52900
| | - Gershon Hazan
- The Goodman Faculty of Life Sciences, Bar Ilan University, Ramat Gan, Israel, 52900
| | - Dan Amir
- The Goodman Faculty of Life Sciences, Bar Ilan University, Ramat Gan, Israel, 52900
| | - Elisha Haas
- The Goodman Faculty of Life Sciences, Bar Ilan University, Ramat Gan, Israel, 52900.
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21
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Artificial proteins from combinatorial approaches. Trends Biotechnol 2012; 30:512-20. [DOI: 10.1016/j.tibtech.2012.06.001] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2012] [Revised: 06/01/2012] [Accepted: 06/06/2012] [Indexed: 11/21/2022]
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22
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Fleishman SJ, Baker D. Role of the biomolecular energy gap in protein design, structure, and evolution. Cell 2012; 149:262-73. [PMID: 22500796 DOI: 10.1016/j.cell.2012.03.016] [Citation(s) in RCA: 87] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2011] [Indexed: 01/29/2023]
Abstract
The folding of natural biopolymers into unique three-dimensional structures that determine their function is remarkable considering the vast number of alternative states and requires a large gap in the energy of the functional state compared to the many alternatives. This Perspective explores the implications of this energy gap for computing the structures of naturally occurring biopolymers, designing proteins with new structures and functions, and optimally integrating experiment and computation in these endeavors. Possible parallels between the generation of functional molecules in computational design and natural evolution are highlighted.
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Affiliation(s)
- Sarel J Fleishman
- Department of Biological Chemistry, Weizmann Institute of Science, Rehovot 76100, Israel.
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23
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Targeting Lyn tyrosine kinase through protein fusions encompassing motifs of Cbp (Csk-binding protein) and the SOCS box of SOCS1. Biochem J 2012; 442:611-20. [DOI: 10.1042/bj20111485] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
The tyrosine kinase Lyn is involved in oncogenic signalling in several leukaemias and solid tumours, and we have previously identified a pathway centred on Cbp [Csk (C-terminal Src kinase)-binding protein] that mediates both enzymatic inactivation, as well as proteasomal degradation of Lyn via phosphorylation-dependent recruitment of Csk (responsible for phosphorylating the inhibitory C-terminal tyrosine of Lyn) and SOCS1 (suppressor of cytokine signalling 1; an E3 ubiquitin ligase). In the present study we show that fusing specific functional motifs of Cbp and domains of SOCS1 together generates a novel molecule capable of directing the proteasomal degradation of Lyn. We have characterized the binding of pY (phospho-tyrosine) motifs of Cbp to SFK (Src-family kinase) SH2 (Src homology 2) domains, identifying those with high affinity and specificity for the SH2 domain of Lyn and that are preferred substrates of active Lyn. We then fused them to the SB (SOCS box) of SOCS1 to facilitate interaction with the ubiquitination-promoting elongin B/C complex. As an eGFP (enhanced green fluorescent protein) fusion, these proteins can direct the polyubiquitination and proteasomal degradation of active Lyn. Expressing this fusion protein in DU145 cancer cells (but not LNCaP or MCF-7 cells), that require Lyn signalling for survival, promotes loss of Lyn, loss of caspase 3, appearance of an apoptotic morphology and failure to survive/expand. These findings show how functional domains of Cbp and SOCS1 can be fused together to generate molecules capable of inhibiting the growth of cancer cells that express high levels of active Lyn.
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24
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Altschul SF, Wootton JC, Zaslavsky E, Yu YK. The construction and use of log-odds substitution scores for multiple sequence alignment. PLoS Comput Biol 2010; 6:e1000852. [PMID: 20657661 PMCID: PMC2904766 DOI: 10.1371/journal.pcbi.1000852] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2009] [Accepted: 06/03/2010] [Indexed: 01/18/2023] Open
Abstract
Most pairwise and multiple sequence alignment programs seek alignments with optimal scores. Central to defining such scores is selecting a set of substitution scores for aligned amino acids or nucleotides. For local pairwise alignment, substitution scores are implicitly of log-odds form. We now extend the log-odds formalism to multiple alignments, using Bayesian methods to construct "BILD" ("Bayesian Integral Log-odds") substitution scores from prior distributions describing columns of related letters. This approach has been used previously only to define scores for aligning individual sequences to sequence profiles, but it has much broader applicability. We describe how to calculate BILD scores efficiently, and illustrate their uses in Gibbs sampling optimization procedures, gapped alignment, and the construction of hidden Markov model profiles. BILD scores enable automated selection of optimal motif and domain model widths, and can inform the decision of whether to include a sequence in a multiple alignment, and the selection of insertion and deletion locations. Other applications include the classification of related sequences into subfamilies, and the definition of profile-profile alignment scores. Although a fully realized multiple alignment program must rely upon more than substitution scores, many existing multiple alignment programs can be modified to employ BILD scores. We illustrate how simple BILD score based strategies can enhance the recognition of DNA binding domains, including the Api-AP2 domain in Toxoplasma gondii and Plasmodium falciparum.
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Affiliation(s)
- Stephen F Altschul
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, Maryland, United States of America.
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25
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Peng Q, Li H. Direct Observation of Tug-of-War during the Folding of a Mutually Exclusive Protein. J Am Chem Soc 2009; 131:13347-54. [DOI: 10.1021/ja903480j] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Qing Peng
- Department of Chemistry, The University of British Columbia, Vancouver, BC V6T 1Z1, Canada
| | - Hongbin Li
- Department of Chemistry, The University of British Columbia, Vancouver, BC V6T 1Z1, Canada
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26
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Arnold U, Köditz J, Markert Y, Ulbrich-Hofmann R. Local fluctuations vs. global unfolding of proteins investigated by limited proteolysis. BIOCATAL BIOTRANSFOR 2009. [DOI: 10.1080/10242420500183287] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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27
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Butler JS, Mitrea DM, Mitrousis G, Cingolani G, Loh SN. Structural and thermodynamic analysis of a conformationally strained circular permutant of barnase. Biochemistry 2009; 48:3497-507. [PMID: 19260676 DOI: 10.1021/bi900039e] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Circular permutation of a protein covalently links its original termini and creates new ends at another location. To maintain the stability of the permuted structure, the termini are typically bridged by a peptide long enough to span the original distance between them. Here, we take the opposite approach and employ a very short linker to introduce conformational strain into a protein by forcing its termini together. We join the N- and C-termini of the small ribonuclease barnase (normally 27.2 A distant) with a single Cys residue and introduce new termini at a surface loop, to create pBn. Compared to a similar variant permuted with an 18-residue linker, permutation with a single amino acid dramatically destabilizes barnase. Surprisingly, pBn is folded at 10 degrees C and possesses near wild-type ribonuclease activity. The 2.25 A X-ray crystal structure of pBn reveals how the barnase fold is able to adapt to permutation, partially defuse conformational strain, and preserve enzymatic function. We demonstrate that strain in pBn can be relieved by cleaving the linker with a chemical reagent. Catalytic activity of both uncleaved (strained) pBn and cleaved (relaxed) pBn is proportional to their thermodynamic stabilities, i.e., the fraction of folded molecules. The stability and activity of cleaved pBn are dependent on protein concentration. At concentrations above approximately 2 microM, cleaving pBn is predicted to increase the fraction of folded molecules and thus enhance ribonuclease activity at 37 degrees C. This study suggests that introducing conformational strain by permutation, and releasing strain by cleavage, is a potential mechanism for engineering an artificial zymogen.
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Affiliation(s)
- James S Butler
- Department of Biology, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139, USA
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28
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Li H, Pellenz S, Ulge U, Stoddard BL, Monnat RJ. Generation of single-chain LAGLIDADG homing endonucleases from native homodimeric precursor proteins. Nucleic Acids Res 2009; 37:1650-62. [PMID: 19153140 PMCID: PMC2655683 DOI: 10.1093/nar/gkp004] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Homing endonucleases (HEs) cut long DNA target sites with high specificity to initiate and target the lateral transfer of mobile introns or inteins. This high site specificity of HEs makes them attractive reagents for gene targeting to promote DNA modification or repair. We have generated several hundred catalytically active, monomerized versions of the well-characterized homodimeric I-CreI and I-MsoI LAGLIDADG family homing endonuclease (LHE) proteins. Representative monomerized I-CreI and I-MsoI proteins (collectively termed mCreIs or mMsoIs) were characterized in detail by using a combination of biochemical, biophysical and structural approaches. We also demonstrated that both mCreI and mMsoI proteins can promote cleavage-dependent recombination in human cells. The use of single chain LHEs should simplify gene modification and targeting by requiring the expression of a single small protein in cells, rather than the coordinate expression of two separate protein coding genes as is required when using engineered heterodimeric zinc finger or homing endonuclease proteins.
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Affiliation(s)
- Hui Li
- Department of Pathology, University of Washington, Box 357705, Seattle, WA 98195, USA
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29
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The high-resolution NMR structure of the early folding intermediate of the Thermus thermophilus ribonuclease H. J Mol Biol 2008; 384:531-9. [PMID: 18848567 DOI: 10.1016/j.jmb.2008.09.044] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2008] [Revised: 09/16/2008] [Accepted: 09/17/2008] [Indexed: 11/23/2022]
Abstract
Elucidation of the high-resolution structures of folding intermediates is a necessary but difficult step toward the ultimate understanding of the mechanism of protein folding. Here, using hydrogen-exchange-directed protein engineering, we populated the folding intermediate of the Thermus thermophilus ribonuclease H, which forms before the rate-limiting transition state, by removing the unfolded regions of the intermediate, including an alpha-helix and two beta-strands (51 folded residues). Using multidimensional NMR, we solved the structure of this intermediate mimic to an atomic resolution (backbone rmsd, 0.51 A). It has a native-like backbone topology and shows some local deviations from the native structure, revealing that the structure of the folded region of an early folding intermediate can be as well defined as the native structure. The topological parameters calculated from the structures of the intermediate mimic and the native state predict that the intermediate should fold on a millisecond time scale or less and form much faster than the native state. Other factors that may lead to the slow folding of the native state and the accumulation of the intermediate before the rate-limiting transition state are also discussed.
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30
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Lee BC, Chu TK, Dill KA, Zuckermann RN. Biomimetic nanostructures: creating a high-affinity zinc-binding site in a folded nonbiological polymer. J Am Chem Soc 2008; 130:8847-55. [PMID: 18597438 DOI: 10.1021/ja802125x] [Citation(s) in RCA: 126] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
One of the long-term goals in developing advanced biomaterials is to generate protein-like nanostructures and functions from a completely nonnatural polymer. Toward that end, we introduced a high-affinity zinc-binding function into a peptoid (N-substituted glycine polymer) two-helix bundle. Borrowing from well-understood zinc-binding motifs in proteins, thiol and imidazole moieties were positioned within the peptoid such that both helices must align in close proximity to form a binding site. We used fluorescence resonance energy transfer (FRET) reporter groups to measure the change of the distance between the two helical segments and to probe the binding of zinc. We systematically varied the position and number of zinc-binding residues, as well as the sequence and size of the loop that connects the two helical segments. We found that certain peptoid two-helix bundles bind zinc with nanomolar affinities and high selectivity compared to other divalent metal ions. Our work is a significant step toward generating biomimetic nanostructures with enzyme-like functions.
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Affiliation(s)
- Byoung-Chul Lee
- Biological Nanostructures Facility, The Molecular Foundry, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, USA
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Sanchez-Pulido L, Devos D, Sung ZR, Calonje M. RAWUL: a new ubiquitin-like domain in PRC1 ring finger proteins that unveils putative plant and worm PRC1 orthologs. BMC Genomics 2008; 9:308. [PMID: 18588675 PMCID: PMC2447854 DOI: 10.1186/1471-2164-9-308] [Citation(s) in RCA: 92] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2008] [Accepted: 06/27/2008] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Polycomb group (PcG) proteins are a set of chromatin-modifying proteins that play a key role in epigenetic gene regulation. The PcG proteins form large multiprotein complexes with different activities. The two best-characterized PcG complexes are the PcG repressive complex 1 (PRC1) and 2 (PRC2) that respectively possess histone 2A lysine 119 E3 ubiquitin ligase and histone 3 lysine 27 methyltransferase activities. While PRC2-like complexes are conserved throughout the eukaryotic kingdoms, PRC1-like complexes have only been described in Drosophila and vertebrates. Since both complexes are required for the gene silencing mechanism in Drosophila and vertebrates, how PRC1 function is realized in organisms that apparently lack PRC1 such as plants, is so far unknown. In vertebrates, PRC1 includes three proteins, Ring1B, Ring1A, and Bmi-1 that form an E3 ubiquitin ligase complex. These PRC1 proteins have an N-terminally located Ring finger domain associated to a poorly characterized conserved C-terminal region. RESULTS We obtained statistically significant evidences of sequence similarity between the C-terminal region of the PRC1 Ring finger proteins and the ubiquitin (Ubq)-like family proteins, thus defining a new Ubq-like domain, the RAWUL domain. In addition, our analysis revealed the existence of plant and worm proteins that display the conserved combination of a Ring finger domain at the N-terminus and a RAWUL domain at the C-terminus. CONCLUSION Analysis of the conserved domain architecture among PRC1 Ring finger proteins revealed the existence of long sought PRC1 protein orthologs in these organisms, suggesting the functional conservation of PRC1 throughout higher eukaryotes.
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Affiliation(s)
- Luis Sanchez-Pulido
- Centro Nacional de Biotecnología (CNB-CSIC). Cantoblanco, E-28049 Madrid, Spain.
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32
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Li H, Wang HC, Cao Y, Sharma D, Wang M. Configurational Entropy Modulates the Mechanical Stability of Protein GB1. J Mol Biol 2008; 379:871-80. [DOI: 10.1016/j.jmb.2008.04.018] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2007] [Revised: 04/03/2008] [Accepted: 04/08/2008] [Indexed: 11/28/2022]
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Mersich C, Jungbauer A. Generation of bioactive peptides by biological libraries. J Chromatogr B Analyt Technol Biomed Life Sci 2008; 861:160-70. [PMID: 17644452 DOI: 10.1016/j.jchromb.2007.06.031] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2007] [Revised: 06/13/2007] [Accepted: 06/23/2007] [Indexed: 11/19/2022]
Abstract
Biological libraries are powerful tools for discovery of new ligands as well as for identification of cellular interaction partners. Since the first development of the first biological libraries in form of phage displays, numerous biological libraries have been developed. For the development of new ligands, the usage of synthetic oligonucleotides is the method of choice. Generation of random oligonucleotides has been refined and various strategies for random oligonucleotide design were developed. We trace the progress and design of new strategies for the generation of random oligonucleotides, and include a look at arising diversity biases. On the other hand, genomic libraries are widely employed for investigation of cellular protein-protein interactions and targeted search of proteomic binding partners. Expression of random peptides and proteins in a linear form or integrated in a scaffold can be facilitated both in vitro and in vivo. A typical in vitro system, ribosome display, provides the largest available library size. In vivo methods comprise smaller libraries, the size of which depends on their transformation efficiency. Libraries in different hosts such as phage, bacteria, yeast, insect cells, mammalian cells exhibit higher biosynthetic capabilities. The latest library systems are compared and their strengths and limitations are reviewed.
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Affiliation(s)
- Christa Mersich
- Department of Biotechnology, University of Natural Resources and Applied Life Sciences Vienna, Muthgasse 18, Vienna, Austria
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34
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Cutler TA, Loh SN. Thermodynamic analysis of an antagonistic folding-unfolding equilibrium between two protein domains. J Mol Biol 2007; 371:308-16. [PMID: 17572441 PMCID: PMC2041865 DOI: 10.1016/j.jmb.2007.05.077] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2006] [Revised: 05/23/2007] [Accepted: 05/25/2007] [Indexed: 11/20/2022]
Abstract
A simple model is formulated for analyzing the coupled folding-unfolding equilibrium present in a unique class of molecular switch proteins. We previously fused two single-domain proteins, barnase and ubiquitin, such that the free energy stored in the folded structure of one subunit is used to drive unfolding of the other. Here, we present a thermodynamic test of that mechanism. The antagonistic interaction is represented by a coupling free energy term DeltaGX. DeltaGX is the penalty imposed on folding of one domain by the native structure of the other. If DeltaGX=0, then neither domain senses the other and they fold and unfold independently. If DeltaGX>0, then destabilizing one domain will stabilize the other, and vice versa. In the limit where DeltaGX is greater than the intrinsic stability of either protein, then only one domain can be folded at any given time. We estimate DeltaGX by measuring stability parameters for a series of mutants that destabilize either the barnase or ubiquitin domains. Fitting the data to the model leads to a DeltaGX value of approximately 4 kcal mol(-1). DeltaGX is proposed to depend on both the length of the linker peptides used to join the two proteins, and on the inherent structural plasticity of each domain. We predict that shortening the linkers from their current lengths of two and three amino acid residues will increase structural and thermodynamic coupling.
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Affiliation(s)
- Thomas A Cutler
- Department of Biochemistry & Molecular Biology, SUNY Upstate Medical University, 750 East Adams Street, Syracuse, NY 13210, USA
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35
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Barakat NH, Love JJ. Molecular diversity in engineered protein libraries. Curr Opin Chem Biol 2007; 11:335-41. [PMID: 17548238 DOI: 10.1016/j.cbpa.2007.05.014] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2007] [Accepted: 05/17/2007] [Indexed: 11/26/2022]
Abstract
Engineered protein libraries, defined here as a collection of different mutant variants of a single specific protein, are intentionally designed to be rich in molecular diversity and can span ranges from as little as 400 different variants to greater than 10(12) members per library. The goal of engineering libraries is to generate new protein variants, identified upon screening, that possess desired novel properties. Exploitation of the natural organization of the genetic code has led to 'focused' libraries that are lower in overall complexity yet biased towards variants with preferred biophysical properties. An emerging trend, in which computational algorithms are blended with in vivo screens, is also leading towards greater and more rapid success in the field of protein design.
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Affiliation(s)
- Nora H Barakat
- Department of Chemistry and Biochemistry, San Diego State University, 5500 Campanile Drive, San Diego, CA 92182-1030, USA
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36
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Herman A, Tawfik DS. Incorporating Synthetic Oligonucleotides via Gene Reassembly (ISOR): a versatile tool for generating targeted libraries. Protein Eng Des Sel 2007; 20:219-26. [PMID: 17483523 DOI: 10.1093/protein/gzm014] [Citation(s) in RCA: 96] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The directed evolution of proteins has benefited greatly from site-specific methods of diversification such as saturation mutagenesis. These techniques target diversity to a number of chosen positions that are usually non-contiguous in the protein's primary structure. However, the number of targeted positions can be large, thus leading to impractically large library size, wherein almost all library variants are inactive and the likelihood of selecting desirable properties is extremely small. We describe a versatile combinatorial method for the partial diversification of large sets of residues. Our library oligonucleotides comprise randomized codons that are flanked by wild-type sequences. Adding these oligonucleotides to an assembly PCR of wild-type gene fragments incorporates the randomized cassettes, at their target sites, into the reassembled gene. Varying the oligonucleotides concentration resulted in library variants that carry a different average number of mutated positions that comprise a random subset of the entire set of diversified codons. This method, dubbed Incorporating Synthetic Oligos via Gene Reassembly (ISOR), was used to create libraries of a cytosine-C5 methyltransferase wherein 45 individual positions were randomized. One library, containing an average of 5.6 mutated residues per gene, was selected, and mutants with wild-type-like activities isolated. We also created libraries of serum paraoxonase PON1 harboring insertions and deletions (indels) in various areas surrounding the active site. Screening these libraries yielded a range of mutants with altered substrate specificities and indicated that certain regions of this enzyme have a surprisingly high tolerance to indels.
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Affiliation(s)
- Asael Herman
- Department of Biological Chemistry, Weizmann Institute of Science, Rehovot 76100, Israel
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37
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Kiss C, Fisher H, Pesavento E, Dai M, Valero R, Ovecka M, Nolan R, Phipps ML, Velappan N, Chasteen L, Martinez JS, Waldo GS, Pavlik P, Bradbury AR. Antibody binding loop insertions as diversity elements. Nucleic Acids Res 2006; 34:e132. [PMID: 17023486 PMCID: PMC1635297 DOI: 10.1093/nar/gkl681] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2006] [Accepted: 09/03/2006] [Indexed: 11/13/2022] Open
Abstract
In the use of non-antibody proteins as affinity reagents, diversity has generally been derived from oligonucleotide-encoded random amino acids. Although specific binders of high-affinity have been selected from such libraries, random oligonucleotides often encode stop codons and amino acid combinations that affect protein folding. Recently it has been shown that specific antibody binding loops grafted into heterologous proteins can confer the specific antibody binding activity to the created chimeric protein. In this paper, we examine the use of such antibody binding loops as diversity elements. We first show that we are able to graft a lysozyme-binding antibody loop into green fluorescent protein (GFP), creating a fluorescent protein with lysozyme-binding activity. Subsequently we have developed a PCR method to harvest random binding loops from antibodies and insert them at predefined sites in any protein, using GFP as an example. The majority of such GFP chimeras remain fluorescent, indicating that binding loops do not disrupt folding. This method can be adapted to the creation of other nucleic acid libraries where diversity is flanked by regions of relative sequence conservation, and its availability sets the stage for the use of antibody loop libraries as diversity elements for selection experiments.
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Affiliation(s)
- Csaba Kiss
- HCDR3s as diversity elements, Los Alamos National LaboratoryLos Alamos, NM, USA
| | - Hugh Fisher
- HCDR3s as diversity elements, Los Alamos National LaboratoryLos Alamos, NM, USA
| | - Emanuele Pesavento
- HCDR3s as diversity elements, Los Alamos National LaboratoryLos Alamos, NM, USA
| | - Minghua Dai
- HCDR3s as diversity elements, Los Alamos National LaboratoryLos Alamos, NM, USA
| | - Rosa Valero
- HCDR3s as diversity elements, Los Alamos National LaboratoryLos Alamos, NM, USA
| | - Milan Ovecka
- HCDR3s as diversity elements, Los Alamos National LaboratoryLos Alamos, NM, USA
| | - Rhiannon Nolan
- HCDR3s as diversity elements, Los Alamos National LaboratoryLos Alamos, NM, USA
| | - M. Lisa Phipps
- HCDR3s as diversity elements, Los Alamos National LaboratoryLos Alamos, NM, USA
| | - Nileena Velappan
- HCDR3s as diversity elements, Los Alamos National LaboratoryLos Alamos, NM, USA
| | - Leslie Chasteen
- HCDR3s as diversity elements, Los Alamos National LaboratoryLos Alamos, NM, USA
| | | | - Geoffrey S. Waldo
- HCDR3s as diversity elements, Los Alamos National LaboratoryLos Alamos, NM, USA
| | - Peter Pavlik
- HCDR3s as diversity elements, Los Alamos National LaboratoryLos Alamos, NM, USA
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38
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Wang L, Rivera EV, Benavides-Garcia MG, Nall BT. Loop Entropy and Cytochrome c Stability. J Mol Biol 2005; 353:719-29. [PMID: 16182309 DOI: 10.1016/j.jmb.2005.08.038] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2005] [Revised: 08/15/2005] [Accepted: 08/18/2005] [Indexed: 11/18/2022]
Abstract
The loop entropy model proposes that loop closure in a protein becomes entropically more costly as the length of the loop increases. A model protein, cytochrome c, is composed of four loops connecting five helices surrounding a heme-containing core. To test the loop entropy model a series of mutant proteins are constructed with (Gly)n or (Thr)n segments (n = 4-20) inserted between Gly23 and Gly24 of omega loop A of a pseudo wild-type reference protein. Scanning calorimetry shows that protein stability decreases as n increases in the (Gly)n or (Thr)n segment. The dependence of stability on loop length is analyzed with the loop entropy model. Fitting to the model gives a quantitative description of stability differences for the mutant proteins, but with a smaller power-dependence of the probability of loop closure (c-value) than expected from polymer theory. A possible explanation for the discrepancy is that thermodynamically unfavorable loop entropy is partially offset by interactions between the inserted homopolymer and flanking heteropolymer portions of the unfolded protein. The interactions may involve molecular crowding that favors coalescence of the heteropolymer at the insert site and thus closure of the homopolymer loops, possibly as an aspect of the folding code. This may allow use of loop insert mutants to assess the strength of the heteropolymer-encoded folding signals that facilitate loop closure at the insert site.
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Affiliation(s)
- Liping Wang
- Center for Biomolecular Structure Analysis, Department of Biochemistry, University of Texas Health Science Center at San Antonio, 7703 Floyd Curl Drive, San Antonio, TX 78229-3900, USA
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39
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Ferraro DM, Hope EK, Robertson AD. Site-specific Reflex Response of Ubiquitin to Loop Insertions. J Mol Biol 2005; 352:575-84. [PMID: 16081099 DOI: 10.1016/j.jmb.2005.07.012] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2005] [Revised: 07/01/2005] [Accepted: 07/06/2005] [Indexed: 11/16/2022]
Abstract
Predicting the structural effects of insertions in proteins by homology modeling remains a challenge. To investigate the molecular basis for conformational adaptations to insertions, ten mutants of ubiquitin were generated by introducing five different inserts, varying from five to 11 residues in size, at two different sites. Most insertion sequences were derived from homologous positions in structurally homologous ubiquitin-like proteins; to test sequence specificity, insertions were made into both homologous and non-homologous sites in ubiquitin. Structural inferences from NMR data suggest that each insertion site shows a reflex response to insertions: the sequence of the insertion has much less impact on structural adaptations than does the site of the insertion. Further, each site responds to insertions in a unique but consistent manner. For a given insertion site, different inserted sequences give rise to different stabilities, but the relationship between stability and sequence is not yet clear. However, the change in stability is similar for all insertions in a given site.
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Affiliation(s)
- Debra M Ferraro
- Department of Biochemistry, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City, IA 52242, USA
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40
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Liao H, Yeh W, Chiang D, Jernigan R, Lustig B. Protein sequence entropy is closely related to packing density and hydrophobicity. Protein Eng Des Sel 2005; 18:59-64. [PMID: 15788422 PMCID: PMC2553042 DOI: 10.1093/protein/gzi009] [Citation(s) in RCA: 55] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
We investigated the correlation between the Shannon information entropy, 'sequence entropy', with respect to the local flexibility of native globular proteins as described by inverse packing density. These are determined at each residue position for a total set of 130 query proteins, where sequence entropies are calculated from each set of aligned residues. For the accompanying aggregate set of 130 alignments, a strong linear correlation is observed between the calculated sequence entropy and the corresponding inverse packing density determined at an associated residue position. This region of linearity spans the range of C(alpha) packing densities from 12 to 25 amino acids within a sphere of 9 angstrom radius. Three different hydrophobicity scales all mimic the behavior of the sequence entropies. This confirms the idea that the ability to accommodate mutations is strongly dependent on the available space and on the propensity for each amino acid type to be buried. Future applications of these types of methods may prove useful in identifying both core and flexible residues within a protein.
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Affiliation(s)
- H. Liao
- Department of Chemistry, San Jose State University, San Jose, CA 95192-0101
| | - W. Yeh
- Department of General Engineering, San Jose State University, San Jose, CA 95192-0101
| | - D. Chiang
- Sage-N Research, Saratoga, CA 95070-6082
| | - R.L. Jernigan
- L.H. Baker Center for Bioinformatics and Biological Statistics, Department of Biochemistry, Biophysics and Molecular Biology, Iowa State University, Ames, IA 50014, USA
| | - B. Lustig
- Department of Chemistry, San Jose State University, San Jose, CA 95192-0101
- To whom correspondence should be addressed. E-mail:
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41
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Abstract
In the year 2003 there was a 17% increase in the number of publications citing work performed using optical biosensor technology compared with the previous year. We collated the 962 total papers for 2003, identified the geographical regions where the work was performed, highlighted the instrument types on which it was carried out, and segregated the papers by biological system. In this overview, we spotlight 13 papers that should be on everyone's 'must read' list for 2003 and provide examples of how to identify and interpret high-quality biosensor data. Although we still find that the literature is replete with poorly performed experiments, over-interpreted results and a general lack of understanding of data analysis, we are optimistic that these shortcomings will be addressed as biosensor technology continues to mature.
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Affiliation(s)
- Rebecca L Rich
- Center for Biomolecular Interaction Analysis, University of Utah, Salt Lake City, UT 84132, USA
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42
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Muralidharan V, Cho J, Trester-Zedlitz M, Kowalik L, Chait BT, Raleigh DP, Muir TW. Domain-specific incorporation of noninvasive optical probes into recombinant proteins. J Am Chem Soc 2004; 126:14004-12. [PMID: 15506763 DOI: 10.1021/ja0466199] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
An integrated approach is described that allows the domain-specific incorporation of optical probes into large recombinant proteins. The strategy is the combination of two existing techniques, expressed protein ligation (EPL) and in vivo amino acid replacement of tryptophans with tryptophan (Trp) analogues. The Src homology 3 (SH3) domain from the c-Crk-I adaptor protein has been labeled with a Trp analogue, 7-azatryptophan (7AW), using Escherichia coli Trp auxotrophs. Structural, biochemical, and thermodynamic studies show that incorporation of 7AW does not significantly perturb the structure or function of the isolated domain. Ligation of the 7AW-labeled SH3 domain to the c-Crk-I Src homology 2 (SH2) domain, via EPL, generated the multidomain protein, c-Crk-I, with a domain-specific label. Studies of this labeled protein show that the biochemical and thermodynamic properties of the SH3 domain do not change within the context of a larger multidomain protein. The technology described here is likely to be a useful tool in enhancing our understanding of the behavior of modular domains in their natural context, within multidomain proteins.
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Affiliation(s)
- Vasant Muralidharan
- Laboratory of Synthetic Protein Chemistry, The Rockefeller University, New York, New York 10021, USA
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43
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Affiliation(s)
- Tomoaki Matsuura
- Department of Bioinformatics Science, Graduate School of Information and Science Technology, Osaka University, Japan
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44
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Knappenberger JA, Kraemer-Pecore CM, Lecomte JTJ. Insertion of the cytochrome b5 heme-binding loop into an SH3 domain. Effects on structure and stability, and clues about the cytochrome's architecture. Protein Sci 2004; 13:2899-908. [PMID: 15459337 PMCID: PMC2286592 DOI: 10.1110/ps.04902704] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Under native conditions, apocytochrome b(5) exhibits a stable core and a disordered heme-binding region that refolds upon association with the cofactor. The termini of this flexible region are in close proximity, suggesting that loop closure may contribute to the thermodynamic properties of the apocytochrome. A chimeric protein containing 43 residues encompassing the cytochrome loop was constructed using the cyanobacterial photosystem I accessory protein E (PsaE) from Synechococcus sp. PCC 7002 as a structured scaffold. PsaE has the topology of an SH3 domain, and the insertion was engineered to replace its 14-residue CD loop. NMR and optical spectroscopies showed that the hybrid protein (named EbE1) was folded under native conditions and that it retained the characteristics of an SH3 domain. NMR spectroscopy revealed that structural and dynamic differences were confined near the site of loop insertion. Variable-temperature 1D NMR spectra of EbE1 confirmed the presence of a kinetic unfolding barrier. Thermal and chemical denaturations of PsaE and EbE1 demonstrated cooperative, two-state transitions; the stability of the PsaE scaffold was found only moderately compromised by the insertion, with a DeltaT(m) of 8.3 degrees C, a DeltaC(m) of 1.5 M urea, and a DeltaDeltaG degrees of 4.2 kJ/mole. The data implied that the penalty for constraining the ends of the inserted region was lower than the approximately 6.4 kJ/mole calculated for a self-avoiding chain. Extrapolation of these results to cytochrome b(5) suggested that the intrinsic stability of the folded portion of the apoprotein reflected only a small detrimental contribution from the large heme-binding domain.
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Affiliation(s)
- Jane A Knappenberger
- Chemistry Department, The Pennsylvania State University, 152 Davey Laboratory, University Park, PA 16802, USA
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45
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Abstract
Understanding the sequence determinants of protein structure, stability and folding is critical for understanding how natural proteins have evolved and how proteins can be engineered to perform novel functions. The complexity of the protein folding problem requires the ability to search large volumes of sequence space for proteins with specific structural or functional characteristics. Here we describe our efforts to identify novel proteins using a phage-display selection strategy from a 'mini-exon' shuffling library generated from the yeast genome and from completely random sequence libraries, and compare the results to recent successes in generating novel proteins using in silico protein design.
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Affiliation(s)
- Alexander L Watters
- Molecular and Cellular Biology Program, University of Washington, Seattle, WA 98195, USA
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46
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Abstract
Why do proteins adopt the conformations that they do, and what determines their stabilities? While we have come to some understanding of the forces that underlie protein architecture, a precise, predictive, physicochemical explanation is still elusive. Two obstacles to addressing these questions are the unfathomable vastness of protein sequence space, and the difficulty in making direct physical measurements on large numbers of protein variants. Here, we review combinatorial methods that have been applied to problems in protein biophysics over the last 15 years. The effects of hydrophobic core composition, the most important determinant of structure and stability, are still poorly understood. Particular attention is given to core composition as addressed by library methods. Increasingly useful screens and selections, in combination with modern high-throughput approaches borrowed from genomics and proteomics efforts, are making the empirical, statistical correlation between sequence and structure a tractable problem for the coming years.
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Affiliation(s)
- Thomas J Magliery
- Department of Molecular Biophysics & Biochemistry, Yale University, New Haven, CT, USA
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47
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Bai Y, Zhou H, Zhou Y. Critical nucleation size in the folding of small apparently two-state proteins. Protein Sci 2004; 13:1173-81. [PMID: 15075405 PMCID: PMC2286761 DOI: 10.1110/ps.03587604] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
For apparently two-state proteins, we found that the size (number of folded residues) of a transition state is mostly encoded by the topology, defined by total contact distance (TCD) of the native state, and correlates with its folding rate. This is demonstrated by using a simple procedure to reduce the native structures of the 41 two-state proteins with native TCD as a constraint, and is further supported by analyzing the results of eight proteins from protein engineering studies. These results support the hypothesis that the major rate-limiting process in the folding of small apparently two-state proteins is the search for a critical number of residues with the topology close to that of the native state.
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Affiliation(s)
- Yawen Bai
- Laboratory of Biochemistry, National Cancer Institute, NIH, Bethesda, Maryland 20892, USA.
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48
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Scalley-Kim M, Baker D. Characterization of the Folding Energy Landscapes of Computer Generated Proteins Suggests High Folding Free Energy Barriers and Cooperativity may be Consequences of Natural Selection. J Mol Biol 2004; 338:573-83. [PMID: 15081814 DOI: 10.1016/j.jmb.2004.02.055] [Citation(s) in RCA: 83] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2003] [Revised: 02/04/2004] [Accepted: 02/04/2004] [Indexed: 11/21/2022]
Abstract
To determine the extent to which protein folding rates and free energy landscapes have been shaped by natural selection, we have examined the folding kinetics of five proteins generated using computational design methods and, hence, never exposed to natural selection. Four of these proteins are complete computer-generated redesigns of naturally occurring structures and the fifth protein, called Top7, has a computer-generated fold not yet observed in nature. We find that three of the four redesigned proteins fold much faster than their naturally occurring counterparts. While natural selection thus does not appear to operate on protein folding rates, the majority of the designed proteins unfold considerably faster than their naturally occurring counterparts, suggesting possible selection for a high free energy barrier to unfolding. In contrast to almost all naturally occurring proteins of less than 100 residues but consistent with simple computational models, the folding energy landscape for Top7 appears to be quite complex, suggesting the smooth energy landscapes and highly cooperative folding transitions observed for small naturally occurring proteins may also reflect the workings of natural selection.
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Affiliation(s)
- Michelle Scalley-Kim
- Molecular and Cellular Biology Program, University of Washington, Seattle, WA, USA
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