1
|
Troisi R, Balasco N, Autiero I, Sica F, Vitagliano L. New insight into the traditional model of the coagulation cascade and its regulation: illustrated review of a three-dimensional view. Res Pract Thromb Haemost 2023; 7:102160. [PMID: 37727847 PMCID: PMC10506138 DOI: 10.1016/j.rpth.2023.102160] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 07/06/2023] [Accepted: 07/10/2023] [Indexed: 09/21/2023] Open
Abstract
The coagulation process relies on an intricate network of three-dimensional structural interactions and subtle biological regulations. In the present review, we illustrate the state of the art of the structural biology of the coagulation cascade by surveying the Protein Data Bank and the EBI AlphaFold databases. Investigations performed in the last decade have provided structural information on essentially all players involved in the process. Indeed, the initial characterization of specific and rather canonical domains has been progressively extended to complicated multidomain proteins. Recently, the application of cryogenic electron microscopy techniques has unraveled the structural features of highly complex coagulation factors, which has led to enhanced understanding. This review initially focuses on the structure of the individual factors as a function of their involvement in intrinsic, extrinsic, and common pathways. A specific emphasis is given to what is known or unknown on the structural basis of each step of the cascade. Available data providing clues on the structural recognition of the factors involved in the functional partnerships of the pathways are illustrated. Recent structures of important complexes formed by these proteins with regulators are described, focusing on the drugs used as anticoagulants and on their reversal agents. Finally, we highlight the different roles that innovative biomolecules such as aptamers may have in the regulation of the cascade.
Collapse
Affiliation(s)
- Romualdo Troisi
- Department of Chemical Sciences, University of Naples Federico II, Complesso Universitario di Monte Sant’Angelo, Naples, Italy
- Institute of Biostructures and Bioimaging, CNR, Naples, Italy
| | - Nicole Balasco
- Institute of Molecular Biology and Pathology, CNR c/o Department of Chemistry, University of Rome Sapienza, Rome, Italy
| | - Ida Autiero
- Institute of Biostructures and Bioimaging, CNR, Naples, Italy
| | - Filomena Sica
- Department of Chemical Sciences, University of Naples Federico II, Complesso Universitario di Monte Sant’Angelo, Naples, Italy
| | | |
Collapse
|
2
|
Gerhardy S, Ultsch M, Tang W, Green E, Holden JK, Li W, Estevez A, Arthur C, Tom I, Rohou A, Kirchhofer D. Allosteric inhibition of HTRA1 activity by a conformational lock mechanism to treat age-related macular degeneration. Nat Commun 2022; 13:5222. [PMID: 36064790 PMCID: PMC9445180 DOI: 10.1038/s41467-022-32760-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Accepted: 08/16/2022] [Indexed: 11/09/2022] Open
Abstract
The trimeric serine protease HTRA1 is a genetic risk factor associated with geographic atrophy (GA), a currently untreatable form of age-related macular degeneration. Here, we describe the allosteric inhibition mechanism of HTRA1 by a clinical Fab fragment, currently being evaluated for GA treatment. Using cryo-EM, X-ray crystallography and biochemical assays we identify the exposed LoopA of HTRA1 as the sole Fab epitope, which is approximately 30 Å away from the active site. The cryo-EM structure of the HTRA1:Fab complex in combination with molecular dynamics simulations revealed that Fab binding to LoopA locks HTRA1 in a non-competent conformational state, incapable of supporting catalysis. Moreover, grafting the HTRA1-LoopA epitope onto HTRA2 and HTRA3 transferred the allosteric inhibition mechanism. This suggests a conserved conformational lock mechanism across the HTRA family and a critical role of LoopA for catalysis, which was supported by the reduced activity of HTRA1-3 upon LoopA deletion or perturbation. This study reveals the long-range inhibition mechanism of the clinical Fab and identifies an essential function of the exposed LoopA for activity of HTRA family proteases.
Collapse
Affiliation(s)
- Stefan Gerhardy
- Department of Early Discovery Biochemistry, Genentech Inc., San Francisco, CA, USA
| | - Mark Ultsch
- Department of Structural Biology, Genentech Inc., San Francisco, CA, USA
| | - Wanjian Tang
- Department of Early Discovery Biochemistry, Genentech Inc., San Francisco, CA, USA
| | - Evan Green
- Department of Structural Biology, Genentech Inc., San Francisco, CA, USA
| | - Jeffrey K Holden
- Department of Early Discovery Biochemistry, Genentech Inc., San Francisco, CA, USA
| | - Wei Li
- Department of Early Discovery Biochemistry, Genentech Inc., San Francisco, CA, USA
| | - Alberto Estevez
- Department of Structural Biology, Genentech Inc., San Francisco, CA, USA
| | - Chris Arthur
- Department of Structural Biology, Genentech Inc., San Francisco, CA, USA
| | - Irene Tom
- Department of OMNI Biomarker Development, Genentech Inc., San Francisco, CA, USA
| | - Alexis Rohou
- Department of Structural Biology, Genentech Inc., San Francisco, CA, USA
| | - Daniel Kirchhofer
- Department of Early Discovery Biochemistry, Genentech Inc., San Francisco, CA, USA.
| |
Collapse
|
3
|
Wang J, Tian H, Li T, Sun Y, Zhou Z, Shi T. Mass spectral and theoretical investigations of N-C α bond cleavages in the disulfide-containing peptide TTCPYCKK and its analogues. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2022; 36:e9315. [PMID: 35411976 DOI: 10.1002/rcm.9315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 03/31/2022] [Accepted: 04/10/2022] [Indexed: 06/14/2023]
Abstract
RATIONALE For disulfide-containing peptides, mass spectrometric analyses are rarely comparably studied between their dithiol and disulfide forms. Persulfide ions afforded from peptides with a disulfide ring are from either an unusual N-Cα bond cleavage or a canonical peptide bond cleavage; their isomeric structures are, however, not identified just from peaks of mass spectra. METHODS Isomeric structures of [C3 P4 X5 |C6 M ], [C3 MA P4 X5 |C6 MB ] and [P4 X5 C6 |C3 M ] were identified from a series of the X5 substituted dicysteine octapeptides using electrospray ionization tandem mass spectrometry for both their dithiol and disulfide forms. Formation mechanisms of different persulfide ions were investigated systematically by theoretical methods. Moreover, electrostatic potential-mapped molecular van der Waals surfaces were used to determine the stabilities of the intermediates, which gave a further evaluation of favored bond cleavage. RESULTS Mass spectral analyses indicated that the fragmented ions changed largely when an intramolecular disulfide bond was formed. New types of disulfide-containing fragmented ions [C3 P4 X5 |C6 M ] or [C3 MA P4 X5 |C6 MB ] were thus proposed. Energy analysis showed that the N-Cα cleavage was not competitive energetically with that of the amide bond for Y5 and its phosphorylated analogue. However, the N-Cα cleavage products dominated for the S5 - and T5 -containing peptides. Stabilities of the intermediates were found to be related with the electrostatic potential-mapped molecular van der Waals surfaces. CONCLUSIONS Persulfide ions containing more residues than previously found were proposed not only from b7 ions but also from y6 ions. In addition, a new kind of phosphorylated analogue, [C3 P4 p Y5 |C6 M ], is reported in this work. Our study provides convincing results for separating isomeric structures in the cases of N-Cα cleavages, which greatly assists in the structural identification of disulfide-containing peptides.
Collapse
Affiliation(s)
- Jinhu Wang
- College of Chemistry, Chemical Engineering and Materials Science, Zaozhuang University, Zaozhuang, Shandong Province, China
| | - Hongwu Tian
- National Engineering Technology Center of Chirality Pharmaceuticals, Lunan Pharmaceutical Group Co. Ltd, Linyi, Shandong Province, China
| | - Tiejian Li
- National Engineering Technology Center of Chirality Pharmaceuticals, Lunan Pharmaceutical Group Co. Ltd, Linyi, Shandong Province, China
| | - Ying Sun
- National Engineering Technology Center of Chirality Pharmaceuticals, Lunan Pharmaceutical Group Co. Ltd, Linyi, Shandong Province, China
| | - Zongyi Zhou
- National Engineering Technology Center of Chirality Pharmaceuticals, Lunan Pharmaceutical Group Co. Ltd, Linyi, Shandong Province, China
| | - Tiesheng Shi
- College of Chemistry, Chemical Engineering and Materials Science, Zaozhuang University, Zaozhuang, Shandong Province, China
| |
Collapse
|
4
|
Lim SA, Zhou J, Martinko AJ, Wang YH, Filippova EV, Steri V, Wang D, Remesh SG, Liu J, Hann B, Kossiakoff AA, Evans MJ, Leung KK, Wells JA. Targeting a proteolytic neoepitope on CUB domain containing protein 1 (CDCP1) for RAS-driven cancers. J Clin Invest 2022; 132:e154604. [PMID: 35166238 PMCID: PMC8843743 DOI: 10.1172/jci154604] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Accepted: 12/21/2021] [Indexed: 11/17/2022] Open
Abstract
Extracellular proteolysis is frequently dysregulated in disease and can generate proteoforms with unique neoepitopes not found in healthy tissue. Here, we demonstrate that Abs that selectively recognize a proteolytic neoepitope on CUB domain containing protein 1 (CDCP1) could enable more effective and safer treatments for solid tumors. CDCP1 is highly overexpressed in RAS-driven cancers, and its ectodomain is cleaved by extracellular proteases. Biochemical, biophysical, and structural characterization revealed that the 2 cleaved fragments of CDCP1 remain tightly associated with minimal proteolysis-induced conformational change. Using differential phage display, we generated recombinant Abs that are exquisitely selective to cleaved CDCP1 with no detectable binding to the uncleaved form. These Abs potently targeted cleaved CDCP1-expressing cancer cells as an Ab-drug conjugate, an Ab-radionuclide conjugate, and a bispecific T cell engager. In a syngeneic pancreatic tumor model, these cleaved-specific Abs showed tumor-specific localization and antitumor activity with superior safety profiles compared with a pan-CDCP1 approach. Targeting proteolytic neoepitopes could provide an orthogonal "AND" gate for improving the therapeutic index.
Collapse
Affiliation(s)
| | - Jie Zhou
- Department of Pharmaceutical Chemistry
| | | | - Yung-Hua Wang
- Department of Radiology and Biomedical Imaging, and
- Helen Diller Family Comprehensive Cancer Center, UCSF, San Francisco, California, USA
| | - Ekaterina V. Filippova
- Department of Biochemistry and Molecular Biology, and
- Institute for Biophysical Dynamics, The University of Chicago, Chicago, Illinois, USA
| | - Veronica Steri
- Helen Diller Family Comprehensive Cancer Center, UCSF, San Francisco, California, USA
- Preclinical Therapeutics Core, UCSF, San Francisco, California, USA
| | - Donghui Wang
- Helen Diller Family Comprehensive Cancer Center, UCSF, San Francisco, California, USA
- Preclinical Therapeutics Core, UCSF, San Francisco, California, USA
| | | | - Jia Liu
- Department of Pharmaceutical Chemistry
| | - Byron Hann
- Preclinical Therapeutics Core, UCSF, San Francisco, California, USA
| | - Anthony A. Kossiakoff
- Department of Biochemistry and Molecular Biology, and
- Institute for Biophysical Dynamics, The University of Chicago, Chicago, Illinois, USA
| | - Michael J. Evans
- Department of Radiology and Biomedical Imaging, and
- Helen Diller Family Comprehensive Cancer Center, UCSF, San Francisco, California, USA
| | | | - James A. Wells
- Department of Pharmaceutical Chemistry
- Chan Zuckerberg Biohub, San Francisco, California, USA
- Department of Cellular and Molecular Pharmacology, UCSF, San Francisco, California, USA
| |
Collapse
|
5
|
Bienstein M, Minond D, Schwaneberg U, Davari MD, Yildiz D. In Silico and Experimental ADAM17 Kinetic Modeling as Basis for Future Screening System for Modulators. Int J Mol Sci 2022; 23:ijms23031368. [PMID: 35163294 PMCID: PMC8835787 DOI: 10.3390/ijms23031368] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Revised: 01/12/2022] [Accepted: 01/23/2022] [Indexed: 11/21/2022] Open
Abstract
Understanding the mechanisms of modulators’ action on enzymes is crucial for optimizing and designing pharmaceutical substances. The acute inflammatory response, in particular, is regulated mainly by a disintegrin and metalloproteinase (ADAM) 17. ADAM17 processes several disease mediators such as TNFα and APP, releasing their soluble ectodomains (shedding). A malfunction of this process leads to a disturbed inflammatory response. Chemical protease inhibitors such as TAPI-1 were used in the past to inhibit ADAM17 proteolytic activity. However, due to ADAM17′s broad expression and activity profile, the development of active-site-directed ADAM17 inhibitor was discontinued. New ‘exosite’ (secondary substrate binding site) inhibitors with substrate selectivity raised the hope of a substrate-selective modulation as a promising approach for inflammatory disease therapy. This work aimed to develop a high-throughput screen for potential ADAM17 modulators as therapeutic drugs. By combining experimental and in silico methods (structural modeling and docking), we modeled the kinetics of ADAM17 inhibitor. The results explain ADAM17 inhibition mechanisms and give a methodology for studying selective inhibition towards the design of pharmaceutical substances with higher selectivity.
Collapse
Affiliation(s)
- Marian Bienstein
- Institute of Biotechnology, RWTH Aachen University, Worringerweg 3, 52074 Aachen, Germany; (M.B.); (U.S.)
| | - Dmitriy Minond
- College of Pharmacy, Nova Southeastern University, Fort Lauderdale, FL 33314, USA;
- Rumbaugh-Goodwin Institute for Cancer Research, Nova Southeastern University, Fort Lauderdale, FL 33314, USA
| | - Ulrich Schwaneberg
- Institute of Biotechnology, RWTH Aachen University, Worringerweg 3, 52074 Aachen, Germany; (M.B.); (U.S.)
- DWI-Leibniz Institute for Interactive Materials, Forckenbeckstraße 50, 52056 Aachen, Germany
| | - Mehdi D. Davari
- Department of Bioorganic Chemistry, Leibniz Institute of Plant Biochemistry, Weinberg 3, 06120 Halle, Germany
- Correspondence: (M.D.D.); (D.Y.)
| | - Daniela Yildiz
- Experimental and Clinical Pharmacology and Toxicology, Center for Molecular Signaling (PZMS), Center for Human and Molecular Biology (ZHMB), University of Saarland, Kirrbergerstr., 66421 Homburg, Germany
- Correspondence: (M.D.D.); (D.Y.)
| |
Collapse
|
6
|
Cui T, Chen J, Zhao R, Guo Y, Tang J, Li Y, Li Y, Bierer D, Liu L. Use of a Removable Backbone Modification Strategy to Prevent Aspartimide Formation in the Synthesis of Asp Lactam Cyclic Peptides
†. CHINESE J CHEM 2021. [DOI: 10.1002/cjoc.202100272] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Tingting Cui
- School of Food and Biological Engineering, Engineering Research Center of Bio‐process, Ministry of Education Hefei University of Technology Hefei Anhui 230009 China
| | - Junyou Chen
- School of Food and Biological Engineering, Engineering Research Center of Bio‐process, Ministry of Education Hefei University of Technology Hefei Anhui 230009 China
| | - Rui Zhao
- Department of Chemistry University of Science and Technology of China Hefei Anhui 230026 China
| | - Yanyan Guo
- School of Food and Biological Engineering, Engineering Research Center of Bio‐process, Ministry of Education Hefei University of Technology Hefei Anhui 230009 China
| | - Jiahui Tang
- School of Food and Biological Engineering, Engineering Research Center of Bio‐process, Ministry of Education Hefei University of Technology Hefei Anhui 230009 China
| | - Yulei Li
- Tsinghua‐Peking Center for Life Sciences, Ministry of Education Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology, Center for Synthetic and Systems Biology, Department of Chemistry Tsinghua University Beijing 100084 China
| | - Yi‐Ming Li
- School of Food and Biological Engineering, Engineering Research Center of Bio‐process, Ministry of Education Hefei University of Technology Hefei Anhui 230009 China
| | - Donald Bierer
- Department of Medicinal Chemistry, Bayer AG, Aprather Weg 18A, 42096 Wuppertal Germany
| | - Lei Liu
- Tsinghua‐Peking Center for Life Sciences, Ministry of Education Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology, Center for Synthetic and Systems Biology, Department of Chemistry Tsinghua University Beijing 100084 China
| |
Collapse
|
7
|
Jiang L, Yuan C, Huang M. A general strategy to inhibit serine protease by targeting its autolysis loop. FASEB J 2021; 35:e21259. [DOI: 10.1096/fj.202002139rr] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 11/20/2020] [Accepted: 11/25/2020] [Indexed: 02/06/2023]
Affiliation(s)
- Longguang Jiang
- College of Chemistry Fuzhou University Fuzhou P.R. China
- Fujian Key Laboratory of Marine Enzyme Engineering Fuzhou University Fuzhou P.R. China
| | - Cai Yuan
- College of Biological Science and Engineering Fuzhou University Fuzhou P.R. China
| | - Mingdong Huang
- College of Chemistry Fuzhou University Fuzhou P.R. China
| |
Collapse
|
8
|
Sorensen AB, Tuneew I, Svensson LA, Persson E, Østergaard H, Overgaard MT, Olsen OH, Gandhi PS. Beating tissue factor at its own game: Design and properties of a soluble tissue factor-independent coagulation factor VIIa. J Biol Chem 2019; 295:517-528. [PMID: 31801825 DOI: 10.1074/jbc.ra119.009183] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2019] [Revised: 11/29/2019] [Indexed: 11/06/2022] Open
Abstract
Two decades of research have uncovered the mechanism by which the complex of tissue factor (TF) and the plasma serine protease factor VIIa (FVIIa) mediates the initiation of blood coagulation. Membrane-anchored TF directly interacts with substrates and induces allosteric effects in the protease domain of FVIIa. These properties are also recapitulated by the soluble ectodomain of TF (sTF). At least two interdependent allosteric activation pathways originate at the FVIIa:sTF interface are proposed to enhance FVIIa activity upon sTF binding. Here, we sought to engineer an sTF-independent FVIIa variant by stabilizing both proposed pathways, with one pathway terminating at segment 215-217 in the activation domain and the other pathway terminating at the N terminus insertion site. To stabilize segment 215-217, we replaced the flexible 170 loop of FVIIa with the more rigid 170 loop from trypsin and combined it with an L163V substitution (FVIIa-VYT). The FVIIa-VYT variant exhibited 60-fold higher amidolytic activity than FVIIa, and displayed similar FX activation and antithrombin inhibition kinetics to the FVIIa.sTF complex. The sTF-independent activity of FVIIa-VYT was partly mediated by an increase in the N terminus insertion and, as shown by X-ray crystallography, partly by Tyr-172 inserting into a cavity in the activation domain stabilizing the S1 substrate-binding pocket. The combination with L163V likely drove additional changes in a delicate hydrogen-bonding network that further stabilized S1-S3 sites. In summary, we report the first FVIIa variant that is catalytically independent of sTF and provide evidence supporting the existence of two TF-mediated allosteric activation pathways.
Collapse
Affiliation(s)
- Anders B Sorensen
- Global Research, Novo Nordisk A/S, DK-2760 Måløv, Denmark; Department of Chemistry and Bioscience, Aalborg University, DK-9220 Aalborg, Denmark.
| | - Inga Tuneew
- Global Research, Novo Nordisk A/S, DK-2760 Måløv, Denmark
| | | | - Egon Persson
- Global Research, Novo Nordisk A/S, DK-2760 Måløv, Denmark
| | | | | | - Ole H Olsen
- Global Research, Novo Nordisk A/S, DK-2760 Måløv, Denmark; Novo Nordisk Foundation Center for Basic Metabolic Research, Section for Metabolic Receptology, University of Copenhagen, Blegdamsvej 3b, DK-2200 Copenhagen N, Denmark
| | | |
Collapse
|
9
|
Cheng S, Tu M, Liu H, Zhao G, Du M. Food-derived antithrombotic peptides: Preparation, identification, and interactions with thrombin. Crit Rev Food Sci Nutr 2019; 59:S81-S95. [PMID: 30740983 DOI: 10.1080/10408398.2018.1524363] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Thromboembolism and its sequelae have been the leading causes of morbidity and mortality throughout the world. Food-derived antithrombotic peptides, as potential ingredients in health-promoting functional foods targeting thrombus, have attracted increasing attention because of their high biological activities, low toxicity, and ease of metabolism in the human body. This review presents the conventional workflow of preparation, isolation and identification of antithrombotic peptides from various kinds of food materials. More importantly, to analyze the antithrombotic effects and mechanism of antithrombotic peptides, methods for interaction of anticoagulant peptides and thrombin, the main participant in thrombosis, were analyzed from biochemistry, solution chemistry and crystal chemistry. The present study is intended to highlight the recent advances in research of food-derived antithrombotic peptide as a novel vehicle in the field of food science and nutrition. Future outlooks are highlighted with the aim to suggest a research line to be followed in further studies with the introduced research approach.
Collapse
Affiliation(s)
- Shuzheng Cheng
- a School of Food Science and Technology, National Engineering Research Center of Seafood , Dalian Polytechnic University , Dalian , Liaoning , China.,b Beijing Advanced Innovation Center for Food Nutrition and Human Health, College of Food Science and Nutritional Engineering , China Agricultural University , Beijing , China
| | - Maolin Tu
- c Department of Food Science and Engineering , Harbin Institute of Technology , Harbin , Heilongjiang , China
| | - Hanxiong Liu
- a School of Food Science and Technology, National Engineering Research Center of Seafood , Dalian Polytechnic University , Dalian , Liaoning , China
| | - Guanghua Zhao
- b Beijing Advanced Innovation Center for Food Nutrition and Human Health, College of Food Science and Nutritional Engineering , China Agricultural University , Beijing , China
| | - Ming Du
- a School of Food Science and Technology, National Engineering Research Center of Seafood , Dalian Polytechnic University , Dalian , Liaoning , China
| |
Collapse
|
10
|
Liu Q, Chen P, Wang B, Zhang J, Li J. Hot spot prediction in protein-protein interactions by an ensemble system. BMC SYSTEMS BIOLOGY 2018; 12:132. [PMID: 30598091 PMCID: PMC6311905 DOI: 10.1186/s12918-018-0665-8] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
BACKGROUND Hot spot residues are functional sites in protein interaction interfaces. The identification of hot spot residues is time-consuming and laborious using experimental methods. In order to address the issue, many computational methods have been developed to predict hot spot residues. Moreover, most prediction methods are based on structural features, sequence characteristics, and/or other protein features. RESULTS This paper proposed an ensemble learning method to predict hot spot residues that only uses sequence features and the relative accessible surface area of amino acid sequences. In this work, a novel feature selection technique was developed, an auto-correlation function combined with a sliding window technique was applied to obtain the characteristics of amino acid residues in protein sequence, and an ensemble classifier with SVM and KNN base classifiers was built to achieve the best classification performance. CONCLUSION The experimental results showed that our model yields the highest F1 score of 0.92 and an MCC value of 0.87 on ASEdb dataset. Compared with other machine learning methods, our model achieves a big improvement in hot spot prediction. AVAILABILITY http://deeplearner.ahu.edu.cn/web/HotspotEL.htm .
Collapse
Affiliation(s)
- Quanya Liu
- Institute of Physical Science and Information Technology, Anhui University, Hefei, Anhui, 230601, China
| | - Peng Chen
- Institute of Physical Science and Information Technology, Anhui University, Hefei, Anhui, 230601, China.
| | - Bing Wang
- School of Electrical and Information Engineering, Anhui University of Technology, Ma'anshan, Anhui, 243032, China. .,School of Electrical and Information Engineering, Anhui University of Technology, Ma'anshan, Anhui, 243032, China.
| | - Jun Zhang
- School of Electrical Engineering and Automation, Anhui University, Hefei, Anhui, 230601, China.
| | - Jinyan Li
- Advanced Analytics Institute and Centre for Health Technologies, University of Technology, Sydney, Sydney, Broadway, NSW, 2007, Australia
| |
Collapse
|
11
|
Cis/trans isomerization of proline peptide bonds in the backbone of cyclic disulfide‐bridged peptides. Pept Sci (Hoboken) 2018. [DOI: 10.1002/pep2.24088] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
|
12
|
Identification of Peptide Antagonists to Thioredoxin Glutathione Reductase of Schistosoma japonicum. BIOMED RESEARCH INTERNATIONAL 2018; 2018:9483928. [PMID: 29967790 PMCID: PMC6008883 DOI: 10.1155/2018/9483928] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Revised: 03/23/2018] [Accepted: 04/03/2018] [Indexed: 01/19/2023]
Abstract
Schistosomiasis is one of the world's major public health problems. Praziquantel is currently the only effective drug against schistosomiasis. As resistance of praziquantel has emerged in some endemic areas, development of new antischistosomal agents should be a high priority. In this study, a phage display peptide library was used for screening for peptide antagonists of thioredoxin glutathione reductase of Schistosoma japonicum (SjTGR), which has been identified as an alternative drug target. Three rounds of panning produced four different fusion phages. ELISA proved that all four phages could bind to SjTGR. One peptide, JIPDys1 (aa, WPHNWWPHFKVK), reduced enzyme activity of SjTGR by more than 50%. 2 μM of the synthesized peptide of JIPDys1 inhibited the activity of TrxR, GR, and Grx of SjTGR by 32.5%, 100%, and 100%, respectively. The IC50 values of the synthetic peptide JIPDys1 for TrxR, GR, and Grx were 3.67 μM, 0.11 μM, and 0.97 μM, respectively. Based on computer simulation, it appeared that JIPDys1 binds to the substrate binding sites of glutathione reductase (GR) and glutaredoxin (Grx). Our data show that the peptide, JIPDys1 (aa, WPHNWWPHFKVK), is a promising candidate to develop novel drugs against S. japonicum which acts by binding with SjTGR and reduces enzyme activity of SjTGR.
Collapse
|
13
|
Ligand binding modulates the structural dynamics and activity of urokinase-type plasminogen activator: A possible mechanism of plasminogen activation. PLoS One 2018; 13:e0192661. [PMID: 29420634 PMCID: PMC5805342 DOI: 10.1371/journal.pone.0192661] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2018] [Accepted: 01/26/2018] [Indexed: 12/14/2022] Open
Abstract
The catalytic activity of trypsin-like serine proteases is in many cases regulated by conformational changes initiated by binding of physiological modulators to exosites located distantly from the active site. A trypsin-like serine protease of particular interest is urokinase-type plasminogen activator (uPA), which is involved in extracellular tissue remodeling processes. Herein, we used hydrogen/deuterium exchange mass spectrometry (HDXMS) to study regulation of activity in the catalytic domain of the murine version of uPA (muPA) by two muPA specific monoclonal antibodies. Using a truncated muPA variant (muPA16-243), containing the catalytic domain only, we show that the two monoclonal antibodies, despite binding to an overlapping epitope in the 37s and 70s loops of muPA16-243, stabilize distinct muPA16-243 conformations. Whereas the inhibitory antibody, mU1 was found to increase the conformational flexibility of muPA16-243, the stimulatory antibody, mU3, decreased muPA16-243 conformational flexibility. Furthermore, the HDXMS data unveil the existence of a pathway connecting the 70s loop to the active site region. Using alanine scanning mutagenesis, we further identify the 70s loop as an important exosite for the activation of the physiological uPA substrate plasminogen. Thus, the data presented here reveal important information about dynamics in uPA by demonstrating how various ligands can modulate uPA activity by mediating long-range conformational changes. Moreover, the results provide a possible mechanism of plasminogen activation.
Collapse
|
14
|
Turk BE. Exceptionally Selective Substrate Targeting by the Metalloprotease Anthrax Lethal Factor. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2018; 1111:189-203. [PMID: 30267305 DOI: 10.1007/5584_2018_273] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
The zinc-dependent metalloprotease anthrax lethal factor (LF) is the enzymatic component of a toxin thought to have a major role in Bacillus anthracis infections. Like many bacterial toxins, LF is a secreted protein that functions within host cells. LF is a highly selective protease that cleaves a limited number of substrates in a site-specific manner, thereby impacting host signal transduction pathways. The major substrates of LF are mitogen-activated protein kinase kinases (MKKs), which lie in the middle of three-component phosphorylation cascades mediating numerous functions in a variety of cells and tissues. How LF targets its limited substrate repertoire has been an active area of investigation. LF recognizes a specific sequence motif surrounding the scissile bonds of substrate proteins. X-ray crystallography of the protease in complex with peptide substrates has revealed the structural basis of selectivity for the LF cleavage site motif. In addition to having interactions proximal to the cleavage site, LF binds directly to a more distal region in its substrates through a so-called exosite interaction. This exosite has been mapped to a surface within a non-catalytic domain of LF with previously unknown function. A putative LF-binding site has likewise been identified on the catalytic domains of MKKs. Here we review our current state of understanding of LF-substrate interactions and discuss the implications for the design and discovery of inhibitors that may have utility as anthrax therapeutics.
Collapse
Affiliation(s)
- Benjamin E Turk
- Department of Pharmacology, Yale School of Medicine, New Haven, CT, USA.
| |
Collapse
|
15
|
Gordiichuk P, Pesce D, Ocampo OEC, Marcozzi A, Wetzelaer GAH, Paul A, Loznik M, Gloukhikh E, Richter S, Chiechi RC, Herrmann A. Orientation and Incorporation of Photosystem I in Bioelectronics Devices Enabled by Phage Display. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2017; 4:1600393. [PMID: 28546908 PMCID: PMC5441502 DOI: 10.1002/advs.201600393] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2016] [Revised: 12/04/2016] [Indexed: 05/23/2023]
Abstract
Interfacing proteins with electrode surfaces is important for the field of bioelectronics. Here, a general concept based on phage display is presented to evolve small peptide binders for immobilizing and orienting large protein complexes on semiconducting substrates. Employing this method, photosystem I is incorporated into solid-state biophotovoltaic cells.
Collapse
Affiliation(s)
- Pavlo Gordiichuk
- Department of Polymer Chemistry and BioengineeringZernike Institute for Advanced MaterialsUniversity of GroningenNijenborgh 49747 AGGroningenThe Netherlands
| | - Diego Pesce
- Department of Polymer Chemistry and BioengineeringZernike Institute for Advanced MaterialsUniversity of GroningenNijenborgh 49747 AGGroningenThe Netherlands
| | - Olga E. Castañeda Ocampo
- Stratingh Institute for Chemistry and Zernike Institute for Advanced MaterialsUniversity of GroningenNijenborgh 49747 AGGroningenThe Netherlands
| | - Alessio Marcozzi
- Department of Polymer Chemistry and BioengineeringZernike Institute for Advanced MaterialsUniversity of GroningenNijenborgh 49747 AGGroningenThe Netherlands
| | - Gert‐Jan A. H. Wetzelaer
- Department of Polymer Chemistry and BioengineeringZernike Institute for Advanced MaterialsUniversity of GroningenNijenborgh 49747 AGGroningenThe Netherlands
| | - Avishek Paul
- Department of Polymer Chemistry and BioengineeringZernike Institute for Advanced MaterialsUniversity of GroningenNijenborgh 49747 AGGroningenThe Netherlands
| | - Mark Loznik
- Department of Polymer Chemistry and BioengineeringZernike Institute for Advanced MaterialsUniversity of GroningenNijenborgh 49747 AGGroningenThe Netherlands
| | - Ekaterina Gloukhikh
- The Bio and Molecular Electronics GroupDepartment of Materials Science and EngineeringFaculty of Engineering and University Center for Nano Science and NanotechnologyTel Aviv UniversityTel‐Aviv69978Israel
| | - Shachar Richter
- The Bio and Molecular Electronics GroupDepartment of Materials Science and EngineeringFaculty of Engineering and University Center for Nano Science and NanotechnologyTel Aviv UniversityTel‐Aviv69978Israel
| | - Ryan C. Chiechi
- Stratingh Institute for Chemistry and Zernike Institute for Advanced MaterialsUniversity of GroningenNijenborgh 49747 AGGroningenThe Netherlands
| | - Andreas Herrmann
- Department of Polymer Chemistry and BioengineeringZernike Institute for Advanced MaterialsUniversity of GroningenNijenborgh 49747 AGGroningenThe Netherlands
| |
Collapse
|
16
|
Alsultan AM, Chin DY, Howard CB, de Bakker CJ, Jones ML, Mahler SM. Beyond Antibodies: Development of a Novel Protein Scaffold Based on Human Chaperonin 10. Sci Rep 2016; 5:37348. [PMID: 27874025 PMCID: PMC5118791 DOI: 10.1038/srep37348] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2016] [Accepted: 10/26/2016] [Indexed: 01/10/2023] Open
Abstract
Human Chaperonin 10 (hCpn10) was utilised as a novel scaffold for presenting peptides of therapeutic and diagnostic significance. Molecular dynamic simulations and protein sizing analyses identified a peptide linker (P1) optimal for the formation of the quarternary hCpn10 heptamer structure. hCpn10 scaffold displaying peptides targeting Factor VIIa (CE76-P1) and CD44 (CP7) were expressed in E. coli. Functional studies of CE76-P1 indicated nanomolar affinity for Factor VIIa (3 nM) similar to the E-76 peptide (6 nM), with undetectable binding to Factor X. CE76-P1 was a potent inhibitor of FX activity (via inhibition of Factor VIIa) and prolonged clot formation 4 times longer than achieved by E-76 peptide as determined by prothrombin time (PT) assays. This improvement in clotting function by CE76-P1, highlights the advantages of a heptamer-based scaffold for improving avidity by multiple peptide presentation. In another example of hCPn10 utility as a scaffold, CP7 bound to native CD44 overexpressed on cancer cells and bound rCD44 with high affinity (KD 9.6 nM). The ability to present various peptides through substitution of the hCpn10 mobile loop demonstrates its utility as a novel protein scaffold.
Collapse
Affiliation(s)
- Abdulkarim M Alsultan
- Australian Institute for Bioengineering and Nanotechnology (AIBN), University of Queensland (UQ), Brisbane, QLD 4072, Australia
| | - David Y Chin
- Australian Institute for Bioengineering and Nanotechnology (AIBN), University of Queensland (UQ), Brisbane, QLD 4072, Australia
| | - Christopher B Howard
- Australian Institute for Bioengineering and Nanotechnology (AIBN), University of Queensland (UQ), Brisbane, QLD 4072, Australia.,Centre for Advanced Imaging, University of Queensland (UQ), Brisbane, QLD 4072, Australia.,Australian Research Council Training Centre for Biopharmaceutical Innovation, University of Queensland (UQ), Brisbane, QLD 4072, Australia
| | - Christopher J de Bakker
- Australian Institute for Bioengineering and Nanotechnology (AIBN), University of Queensland (UQ), Brisbane, QLD 4072, Australia
| | - Martina L Jones
- Australian Institute for Bioengineering and Nanotechnology (AIBN), University of Queensland (UQ), Brisbane, QLD 4072, Australia.,Australian Research Council Training Centre for Biopharmaceutical Innovation, University of Queensland (UQ), Brisbane, QLD 4072, Australia
| | - Stephen M Mahler
- Australian Institute for Bioengineering and Nanotechnology (AIBN), University of Queensland (UQ), Brisbane, QLD 4072, Australia.,School of Chemical Engineering, University of Queensland (UQ), Brisbane, QLD 4072, Australia.,Australian Research Council Training Centre for Biopharmaceutical Innovation, University of Queensland (UQ), Brisbane, QLD 4072, Australia
| |
Collapse
|
17
|
Barnwal B, Jobichen C, Girish VM, Foo CS, Sivaraman J, Kini RM. Ringhalexin from Hemachatus haemachatus: A novel inhibitor of extrinsic tenase complex. Sci Rep 2016; 6:25935. [PMID: 27173146 PMCID: PMC4865804 DOI: 10.1038/srep25935] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2015] [Accepted: 04/26/2016] [Indexed: 12/15/2022] Open
Abstract
Anticoagulant therapy is used for the prevention and treatment of thromboembolic disorders. Blood coagulation is initiated by the interaction of factor VIIa (FVIIa) with membrane-bound tissue factor (TF) to form the extrinsic tenase complex which activates FX to FXa. Thus, it is an important target for the development of novel anticoagulants. Here, we report the isolation and characterization of a novel anticoagulant ringhalexin from the venom of Hemachatus haemachatus (African Ringhals Cobra). Amino acid sequence of the protein indicates that it belongs to the three-finger toxin family and exhibits 94% identity to an uncharacterized Neurotoxin-like protein NTL2 from Naja atra. Ringhalexin inhibited FX activation by extrinsic tenase complex with an IC50 of 123.8 ± 9.54 nM. It is a mixed-type inhibitor with the kinetic constants, Ki and Ki' of 84.25 ± 3.53 nM and 152.5 ± 11.32 nM, respectively. Ringhalexin also exhibits a weak, irreversible neurotoxicity on chick biventer cervicis muscle preparations. Subsequently, the three-dimensional structure of ringhalexin was determined at 2.95 Å resolution. This study for the first time reports the structure of an anticoagulant three-finger toxin. Thus, ringhalexin is a potent inhibitor of the FX activation by extrinsic tenase complex and a weak, irreversible neurotoxin.
Collapse
Affiliation(s)
- Bhaskar Barnwal
- Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore 119260, Singapore
| | - Chacko Jobichen
- Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore 119260, Singapore
| | | | - Chun Shin Foo
- Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore 119260, Singapore
| | - J. Sivaraman
- Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore 119260, Singapore
| | - R. Manjunatha Kini
- Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore 119260, Singapore
| |
Collapse
|
18
|
Abstract
Steady-state measurements of fluorescence polarization have been widely adopted in the field of high-throughput screening for the study of biomolecular interactions. This chapter reviews the basic theory of fluorescence polarization, the underlying principle for using fluorescence polarization to study interactions between small-molecule fluorophores and macromolecular targets, and representative applications of fluorescence polarization in high-throughput screening.
Collapse
Affiliation(s)
- Xinyi Huang
- Immunology, Inflammation and Infectious Diseases Discovery and Translational Area Roche Pharma Research & Early Development, Roche Innovation Center Shanghai, Roche R&D Center (China) Ltd, 720 Cai Lun Road, Bldg 5, Pudong, Shanghai, 201203, China.
| | - Ann Aulabaugh
- Immunology, Inflammation and Infectious Diseases Discovery and Translational Area Roche Pharma Research & Early Development, Roche Innovation Center Shanghai, Roche R&D Center (China) Ltd, 720 Cai Lun Road, Bldg 5, Pudong, Shanghai, 201203, China
| |
Collapse
|
19
|
Xu P, Xu M, Jiang L, Yang Q, Luo Z, Dauter Z, Huang M, Andreasen PA. Design of Specific Serine Protease Inhibitors Based on a Versatile Peptide Scaffold: Conversion of a Urokinase Inhibitor to a Plasma Kallikrein Inhibitor. J Med Chem 2015; 58:8868-76. [PMID: 26536069 DOI: 10.1021/acs.jmedchem.5b01128] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
All serine proteases hydrolyze peptide bonds by the same basic mechanism and have very similar active sites, in spite of the fact that individual proteases have different physiological functions. We here report a strategy for designing high-affinity and high-specificity serine protease inhibitors using a versatile peptide scaffold, a 10-mer peptide, mupain-1 (CPAYSRYLDC). Mupain-1 was previously reported as a specific inhibitor of murine urokinase-type plasminogen activator (Ki = 0.55 μM) without measurable affinity to plasma kallikrein (Ki > 1000 μM). On the basis of a structure-based rational design, we substituted five residues of mupain-1 and converted it to a potent plasma kallikrein inhibitor (Ki = 0.014 μM). X-ray crystal structure analysis showed that the new peptide was able to adapt a new set of enzyme surface interactions by a slightly changed backbone conformation. Thus, with an appropriate re-engineering, mupain-1 can be redesigned to specific inhibitors of other serine proteases.
Collapse
Affiliation(s)
- Peng Xu
- Danish-Chinese Centre for Proteases and Cancer, Department of Molecular Biology and Genetics, Aarhus University , Aarhus, 8000, Denmark
| | - Mingming Xu
- Danish-Chinese Centre for Proteases and Cancer, Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences , Fuzhou, 350002, China
| | - Longguang Jiang
- Danish-Chinese Centre for Proteases and Cancer, Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences , Fuzhou, 350002, China
| | - Qinglan Yang
- Danish-Chinese Centre for Proteases and Cancer, Department of Molecular Biology and Genetics, Aarhus University , Aarhus, 8000, Denmark
| | - Zhipu Luo
- Synchrotron Radiation Research Section, Macromolecular Crystallography Laboratory, National Cancer Institute, Argonne National Laboratory, Argonne, Illinois 60439, United States
| | - Zbigniew Dauter
- Synchrotron Radiation Research Section, Macromolecular Crystallography Laboratory, National Cancer Institute, Argonne National Laboratory, Argonne, Illinois 60439, United States
| | - Mingdong Huang
- Danish-Chinese Centre for Proteases and Cancer, Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences , Fuzhou, 350002, China
| | - Peter A Andreasen
- Danish-Chinese Centre for Proteases and Cancer, Department of Molecular Biology and Genetics, Aarhus University , Aarhus, 8000, Denmark
| |
Collapse
|
20
|
Günay KA, Klok HA. Identification of Soft Matter Binding Peptide Ligands Using Phage Display. Bioconjug Chem 2015; 26:2002-15. [PMID: 26275106 DOI: 10.1021/acs.bioconjchem.5b00377] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Phage display is a powerful tool for the selection of highly affine, short peptide ligands. While originally primarily used for the identification of ligands to proteins, the scope of this technique has significantly expanded over the past two decades. Phage display nowadays is also increasingly applied to identify ligands that selectively bind with high affinity to a broad range of other substrates including natural and biological polymers as well as a variety of low-molecular-weight organic molecules. Such peptides are of interest for various reasons. The ability to selectively and with high affinity bind to the substrate of interest allows the conjugation or immobilization of, e.g., nanoparticles or biomolecules, or generally, facilitates interactions at materials interfaces. On the other hand, presentation of peptide ligands that selectively bind to low-molecular-weight organic materials is of interest for the development of sensor surfaces. The aim of this article is to highlight the opportunities provided by phage display for the identification of peptide ligands that bind to synthetic or natural polymer substrates or to small organic molecules. The article will first provide an overview of the different peptide ligands that have been identified by phage display that bind to these "soft matter" targets. The second part of the article will discuss the different characterization techniques that allow the determination of the affinity of the identified ligands to the respective substrates.
Collapse
Affiliation(s)
- Kemal Arda Günay
- École Polytechnique Fédérale de Lausanne (EPFL) , Institut des Matériaux and Institut des Sciences et Ingénierie Chimiques, Laboratoire des Polymères, Bâtiment MXD, Station 12, CH-1015 Lausanne, Switzerland
| | - Harm-Anton Klok
- École Polytechnique Fédérale de Lausanne (EPFL) , Institut des Matériaux and Institut des Sciences et Ingénierie Chimiques, Laboratoire des Polymères, Bâtiment MXD, Station 12, CH-1015 Lausanne, Switzerland
| |
Collapse
|
21
|
Selection of High-Affinity Peptidic Serine Protease Inhibitors with Increased Binding Entropy from a Back-Flip Library of Peptide-Protease Fusions. J Mol Biol 2015; 427:3110-22. [PMID: 26281711 DOI: 10.1016/j.jmb.2015.08.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2015] [Revised: 07/19/2015] [Accepted: 08/07/2015] [Indexed: 11/21/2022]
Abstract
We have developed a new concept for designing peptidic protein modulators, by recombinantly fusing the peptidic modulator, with randomized residues, directly to the target protein via a linker and screening for internal modulation of the activity of the protein. We tested the feasibility of the concept by fusing a 10-residue-long, disulfide-bond-constrained inhibitory peptide, randomized in selected positions, to the catalytic domain of the serine protease murine urokinase-type plasminogen activator. High-affinity inhibitory peptide variants were identified as those that conferred to the fusion protease the lowest activity for substrate hydrolysis. The usefulness of the strategy was demonstrated by the selection of peptidic inhibitors of murine urokinase-type plasminogen activator with a low nanomolar affinity. The high affinity could not have been predicted by rational considerations, as the high affinity was associated with a loss of polar interactions and an increased binding entropy.
Collapse
|
22
|
Distinctive binding modes and inhibitory mechanisms of two peptidic inhibitors of urokinase-type plasminogen activator with isomeric P1 residues. Int J Biochem Cell Biol 2015; 62:88-92. [DOI: 10.1016/j.biocel.2015.02.016] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2014] [Revised: 12/02/2014] [Accepted: 02/23/2015] [Indexed: 01/29/2023]
|
23
|
Cheney DL, Bozarth JM, Metzler WJ, Morin PE, Mueller L, Newitt JA, Nirschl AH, Rendina AR, Tamura JK, Wei A, Wen X, Wurtz NR, Seiffert DA, Wexler RR, Priestley ES. Discovery of novel P1 groups for coagulation factor VIIa inhibition using fragment-based screening. J Med Chem 2015; 58:2799-808. [PMID: 25764119 DOI: 10.1021/jm501982k] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
A multidisciplinary, fragment-based screening approach involving protein ensemble docking and biochemical and NMR assays is described. This approach led to the discovery of several structurally diverse, neutral surrogates for cationic factor VIIa P1 groups, which are generally associated with poor pharmacokinetic (PK) properties. Among the novel factor VIIa inhibitory fragments identified were aryl halides, lactams, and heterocycles. Crystallographic structures for several bound fragments were obtained, leading to the successful design of a potent factor VIIa inhibitor with a neutral lactam P1 and improved permeability.
Collapse
Affiliation(s)
- Daniel L Cheney
- †Bristol-Myers Squibb Co., Research and Development, 311 Pennington-Rocky Hill Road, Pennington, New Jersey 08543, United States
| | - Jeffrey M Bozarth
- †Bristol-Myers Squibb Co., Research and Development, 311 Pennington-Rocky Hill Road, Pennington, New Jersey 08543, United States
| | | | | | | | | | - Alexandra H Nirschl
- †Bristol-Myers Squibb Co., Research and Development, 311 Pennington-Rocky Hill Road, Pennington, New Jersey 08543, United States
| | - Alan R Rendina
- †Bristol-Myers Squibb Co., Research and Development, 311 Pennington-Rocky Hill Road, Pennington, New Jersey 08543, United States
| | | | - Anzhi Wei
- †Bristol-Myers Squibb Co., Research and Development, 311 Pennington-Rocky Hill Road, Pennington, New Jersey 08543, United States
| | - Xiao Wen
- †Bristol-Myers Squibb Co., Research and Development, 311 Pennington-Rocky Hill Road, Pennington, New Jersey 08543, United States
| | - Nicholas R Wurtz
- †Bristol-Myers Squibb Co., Research and Development, 311 Pennington-Rocky Hill Road, Pennington, New Jersey 08543, United States
| | - Dietmar A Seiffert
- †Bristol-Myers Squibb Co., Research and Development, 311 Pennington-Rocky Hill Road, Pennington, New Jersey 08543, United States
| | - Ruth R Wexler
- †Bristol-Myers Squibb Co., Research and Development, 311 Pennington-Rocky Hill Road, Pennington, New Jersey 08543, United States
| | - E Scott Priestley
- †Bristol-Myers Squibb Co., Research and Development, 311 Pennington-Rocky Hill Road, Pennington, New Jersey 08543, United States
| |
Collapse
|
24
|
Novel approaches for targeting kinases: allosteric inhibition, allosteric activation and pseudokinases. Future Med Chem 2014; 6:541-61. [PMID: 24649957 DOI: 10.4155/fmc.13.216] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Protein kinases are involved in many essential cellular processes and their deregulation can lead to a variety of diseases, including cancer. The pharmaceutical industry has invested heavily in the identification of kinase inhibitors to modulate these disease-promoting pathways, resulting in several successful drugs. However, the field is challenging as it is difficult to identify novel selective inhibitors with good pharmacokinetic/pharmacodynamic properties. In addition, resistance to kinase inhibitor treatment frequently arises. The identification of non-ATP site targeting ('allosteric') inhibitors, the identification of kinase activators and the expansion of kinase target space to include the less studied members of the family, including atypical- and pseudo-kinases, are potential avenues to overcome these challenges. In this perspective, the opportunities and challenges of following these approaches and others will be discussed.
Collapse
|
25
|
Hines CS, Ray K, Schmidt JJ, Xiong F, Feenstra RW, Pras-Raves M, de Moes JP, Lange JHM, Melikishvili M, Fried MG, Mortenson P, Charlton M, Patel Y, Courtney SM, Kruse CG, Rodgers DW. Allosteric inhibition of the neuropeptidase neurolysin. J Biol Chem 2014; 289:35605-19. [PMID: 25378390 DOI: 10.1074/jbc.m114.620930] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023] Open
Abstract
Neuropeptidases specialize in the hydrolysis of the small bioactive peptides that play a variety of signaling roles in the nervous and endocrine systems. One neuropeptidase, neurolysin, helps control the levels of the dopaminergic circuit modulator neurotensin and is a member of a fold group that includes the antihypertensive target angiotensin converting enzyme. We report the discovery of a potent inhibitor that, unexpectedly, binds away from the enzyme catalytic site. The location of the bound inhibitor suggests it disrupts activity by preventing a hinge-like motion associated with substrate binding and catalysis. In support of this model, the inhibition kinetics are mixed, with both noncompetitive and competitive components, and fluorescence polarization shows directly that the inhibitor reverses a substrate-associated conformational change. This new type of inhibition may have widespread utility in targeting neuropeptidases.
Collapse
Affiliation(s)
- Christina S Hines
- From the Department of Molecular and Cellular Biochemistry and the Center for Structural Biology, University of Kentucky, Lexington, Kentucky 40536
| | - Kallol Ray
- From the Department of Molecular and Cellular Biochemistry and the Center for Structural Biology, University of Kentucky, Lexington, Kentucky 40536
| | - Jack J Schmidt
- From the Department of Molecular and Cellular Biochemistry and the Center for Structural Biology, University of Kentucky, Lexington, Kentucky 40536
| | - Fei Xiong
- From the Department of Molecular and Cellular Biochemistry and the Center for Structural Biology, University of Kentucky, Lexington, Kentucky 40536
| | - Rolf W Feenstra
- Abbott Healthcare Products B.V., C.J. van Houtenlaan 36, 1381 CP, Weesp, The Netherlands, and
| | - Mia Pras-Raves
- Abbott Healthcare Products B.V., C.J. van Houtenlaan 36, 1381 CP, Weesp, The Netherlands, and
| | - Jan Peter de Moes
- Abbott Healthcare Products B.V., C.J. van Houtenlaan 36, 1381 CP, Weesp, The Netherlands, and
| | - Jos H M Lange
- Abbott Healthcare Products B.V., C.J. van Houtenlaan 36, 1381 CP, Weesp, The Netherlands, and
| | - Manana Melikishvili
- From the Department of Molecular and Cellular Biochemistry and the Center for Structural Biology, University of Kentucky, Lexington, Kentucky 40536
| | - Michael G Fried
- From the Department of Molecular and Cellular Biochemistry and the Center for Structural Biology, University of Kentucky, Lexington, Kentucky 40536
| | - Paul Mortenson
- Evotec (UK) Ltd., 114 Milton Park, Abingdon, OX14 4SA Oxfordshire, United Kingdom
| | - Michael Charlton
- Evotec (UK) Ltd., 114 Milton Park, Abingdon, OX14 4SA Oxfordshire, United Kingdom
| | - Yogendra Patel
- Evotec (UK) Ltd., 114 Milton Park, Abingdon, OX14 4SA Oxfordshire, United Kingdom
| | - Stephen M Courtney
- Evotec (UK) Ltd., 114 Milton Park, Abingdon, OX14 4SA Oxfordshire, United Kingdom
| | - Chris G Kruse
- Abbott Healthcare Products B.V., C.J. van Houtenlaan 36, 1381 CP, Weesp, The Netherlands, and
| | - David W Rodgers
- From the Department of Molecular and Cellular Biochemistry and the Center for Structural Biology, University of Kentucky, Lexington, Kentucky 40536,
| |
Collapse
|
26
|
Persson E, Madsen JJ, Olsen OH. The length of the linker between the epidermal growth factor-like domains in factor VIIa is critical for a productive interaction with tissue factor. Protein Sci 2014; 23:1717-27. [PMID: 25234571 DOI: 10.1002/pro.2553] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2014] [Revised: 09/10/2014] [Accepted: 09/12/2014] [Indexed: 11/05/2022]
Abstract
Formation of the factor VIIa (FVIIa)-tissue factor (TF) complex triggers the blood coagulation cascade. Using a structure-based rationale, we investigated how the length of the linker region between the two epidermal growth factor (EGF)-like domains in FVIIa influences TF binding and the allosteric activity enhancement, as well as the interplay between the γ-carboxyglutamic acid (Gla)-containing and protease domains. Removal of two residues from the native linker was compatible with normal cofactor binding and accompanying stimulation of the enzymatic activity, as was extension by two (Gly-Ser) residues. In sharp contrast, truncation by three or four residues abolished the TF-mediated stabilization of the active conformation of FVIIa and abrogated TF-induced activity enhancement. In addition, FVIIa variants with short linkers associated 80-fold slower with soluble TF (sTF) as compared with wild-type FVIIa, resulting in a corresponding increase in the equilibrium dissociation constant. Molecular modeling suggested that the shortest FVIIa variants would have to be forced into a tense and energetically unfavorable conformation in order to be able to interact productively with TF, explaining our experimental observations. We also found a correlation between linker length and the residual intrinsic enzymatic activity of Ca(2+)-free FVIIa; stepwise truncation resulting in gradually higher activity with des(83-86)-FVIIa reaching the level of Gla-domainless FVIIa. The linker appears to determine the average distance between the negatively charged Gla domain and a structural element in the protease domain, presumably of opposite charge, and proximity has a negative impact on apo-FVIIa activity.
Collapse
Affiliation(s)
- Egon Persson
- Haemophilia Biology, Novo Nordisk A/S, Novo Nordisk Park, DK-2760, Måløv, Denmark
| | | | | |
Collapse
|
27
|
Wang L, Zhang W, Gao Q, Xiong C. Prediction of hot spots in protein interfaces using extreme learning machines with the information of spatial neighbour residues. IET Syst Biol 2014; 8:184-90. [DOI: 10.1049/iet-syb.2013.0049] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Affiliation(s)
- Lin Wang
- School of Computer Science and Information Engineering, Tianjin University of Science and TechnologyTianjin300222People's Republic of China
| | - Wenjuan Zhang
- Faculty of Fundamental CoursesTianjin Foreign Studies UniversityTianjin300204People's Republic of China
| | - Qiang Gao
- Key Lab of Industrial Fermentation Microbiology, Ministry of Education & Tianjin CityCollege of Biotechnology, Tianjin University of Science and TechnologyTianjin300457People's Republic of China
| | - Congcong Xiong
- School of Computer Science and Information Engineering, Tianjin University of Science and TechnologyTianjin300222People's Republic of China
| |
Collapse
|
28
|
Sperandio O, Wildhagen KC, Schrijver R, Wielders S, Villoutreix BO, Nicolaes GA. Identification of novel small molecule inhibitors of activated protein C. Thromb Res 2014; 133:1105-14. [DOI: 10.1016/j.thromres.2014.01.026] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2013] [Revised: 01/07/2014] [Accepted: 01/20/2014] [Indexed: 01/26/2023]
|
29
|
Henry BL, Desai UR. Discovery methodology for the development of direct factor VIIa inhibitors. Expert Opin Drug Discov 2014; 9:859-72. [PMID: 24882057 DOI: 10.1517/17460441.2014.923398] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
INTRODUCTION Heparin and warfarin have historically been the only antithrombotics available. Recently, however, newer anticoagulants have been developed. Factor VIIa (fVIIa) inhibitors represent one of the new and potentially exciting classes of anticoagulants currently under development. Indeed, several methodologies have been used to develop fVIIa inhibitors. AREAS COVERED The authors highlight some of the methologies applied for the discovery of fVIIa inhibitors including phage display, isolation of endogenous peptides from hematophagous animals and the use of the 1,5-benzothiazepine molecular scaffolds and screens of large chemical libraries previously used to identify other serine protease inhibitors. Although these screens were intended to identify thrombin and factor Xa inhibitors, the compounds often had concomitant fVIIa activity. The authors also discuss the utilization of medical chemistry techniques for the discovery of these compounds. EXPERT OPINION FVIIa inhibitors represent a viable option for the development of new anticoagulants. There are theoretical advantages that fVIIa inhibitors may possess over existing anticoagulants and highly specific inhibitors that possess oral bioavailability and low bleeding risk may succeed.
Collapse
Affiliation(s)
- Brian L Henry
- University of Pittsburgh Medical Center, Heart and Vascular Institute Pittsburgh, Department of Cardiology , Scaife Hall, Suite B-571.3, 200 Lothrop Street, Pittsburgh, PA 15213 , USA +1 412 647 3429 ; +1 412 647 0481 ;
| | | |
Collapse
|
30
|
Identification of exosite-targeting inhibitors of anthrax lethal factor by high-throughput screening. ACTA ACUST UNITED AC 2014; 19:875-82. [PMID: 22840775 DOI: 10.1016/j.chembiol.2012.05.013] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2012] [Revised: 05/10/2012] [Accepted: 05/17/2012] [Indexed: 12/24/2022]
Abstract
Protease inhibitor discovery has focused almost exclusively on compounds that bind to the active site. Inhibitors targeting protease exosites, regions outside of the active site that influence catalysis, offer potential advantages of increased specificity but are difficult to systematically discover. Here, we describe an assay suitable for detecting exosite-targeting inhibitors of the metalloproteinase anthrax lethal factor (LF) based on cleavage of a full-length mitogen-activated protein kinase kinase (MKK) substrate. We used this assay to screen a small-molecule library and then subjected hits to a secondary screen to exclude compounds that efficiently blocked cleavage of a peptide substrate. We identified a compound that preferentially inhibited cleavage of MKKs compared with peptide substrates and could suppress LF-induced macrophage cytolysis. This approach should be generally applicable to the discovery of exosite-targeting inhibitors of many additional proteases.
Collapse
|
31
|
Zhang Y, Eigenbrot C, Zhou L, Shia S, Li W, Quan C, Tom J, Moran P, Di Lello P, Skelton NJ, Kong-Beltran M, Peterson A, Kirchhofer D. Identification of a small peptide that inhibits PCSK9 protein binding to the low density lipoprotein receptor. J Biol Chem 2013; 289:942-55. [PMID: 24225950 DOI: 10.1074/jbc.m113.514067] [Citation(s) in RCA: 116] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
PCSK9 (proprotein convertase subtilisin/kexin type 9) is a negative regulator of the hepatic LDL receptor, and clinical studies with PCSK9-inhibiting antibodies have demonstrated strong LDL-c-lowering effects. Here we screened phage-displayed peptide libraries and identified the 13-amino acid linear peptide Pep2-8 as the smallest PCSK9 inhibitor with a clearly defined mechanism of inhibition that has been described. Pep2-8 bound to PCSK9 with a KD of 0.7 μm but did not bind to other proprotein convertases. It fully restored LDL receptor surface levels and LDL particle uptake in PCSK9-treated HepG2 cells. The crystal structure of Pep2-8 bound to C-terminally truncated PCSK9 at 1.85 Å resolution showed that the peptide adopted a strand-turn-helix conformation, which is remarkably similar to its solution structure determined by NMR. Consistent with the functional binding site identified by an Ala scan of PCSK9, the structural Pep2-8 contact region of about 400 Å(2) largely overlapped with that contacted by the EGF(A) domain of the LDL receptor, suggesting a competitive inhibition mechanism. Consistent with this, Pep2-8 inhibited LDL receptor and EGF(A) domain binding to PCSK9 with IC50 values of 0.8 and 0.4 μm, respectively. Remarkably, Pep2-8 mimicked secondary structural elements of the EGF(A) domain that interact with PCSK9, notably the β-strand and a discontinuous short α-helix, and it engaged in the same β-sheet hydrogen bonds as EGF(A) does. Although Pep2-8 itself may not be amenable to therapeutic applications, this study demonstrates the feasibility of developing peptidic inhibitors to functionally relevant sites on PCSK9.
Collapse
Affiliation(s)
- Yingnan Zhang
- From the Departments of Early Discovery Biochemistry
| | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
32
|
Udi Y, Fragai M, Grossman M, Mitternacht S, Arad-Yellin R, Calderone V, Melikian M, Toccafondi M, Berezovsky IN, Luchinat C, Sagi I. Unraveling Hidden Regulatory Sites in Structurally Homologous Metalloproteases. J Mol Biol 2013; 425:2330-46. [DOI: 10.1016/j.jmb.2013.04.009] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2012] [Revised: 04/05/2013] [Accepted: 04/05/2013] [Indexed: 01/26/2023]
|
33
|
Stawikowska R, Cudic M, Giulianotti M, Houghten RA, Fields GB, Minond D. Activity of ADAM17 (a disintegrin and metalloprotease 17) is regulated by its noncatalytic domains and secondary structure of its substrates. J Biol Chem 2013; 288:22871-9. [PMID: 23779109 DOI: 10.1074/jbc.m113.462267] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
ADAM proteases are implicated in multiple diseases, but no drugs based on ADAM inhibition exist. Most of the ADAM inhibitors developed to date feature zinc-binding moieties that target the active site zinc, which leads to a lack of selectivity and off target toxicity. Targeting secondary substrate binding sites (exosites) can potentially work as an alternative strategy for drug discovery; however, there are only a few reports of potential exosites in ADAM protease structures. In the study presented here, we utilized a series of TNFα-based substrates to probe ADAM10 and 17 interactions with its canonical substrate to identify the structural features that determine ADAM protease substrate specificity. We found that noncatalytic domains of ADAM17 did not directly bind the substrates used in the study but affected the binding nevertheless, most likely because of steric hindrance. Additionally, noncatalytic domains of ADAM17 affected the size/shape of the carbohydrate-binding pocket contained within the catalytic domain of ADAM17. This suggests that noncatalytic domains of ADAM17 play a role in substrate specificity and might help explain differences in substrate repertoires of ADAM17 and its closest homologue, ADAM10. We also addressed the question of which substrate features can affect ADAM protease specificity. We found that all ADAM proteases tested (i.e., ADAM10, 12, and 17) significantly decreased activity when the TNFα-derived sequence was induced into α-helical conformation, suggesting that conformation plays a role in determining ADAM protease substrate specificity. These findings can help in the discovery of ADAM isoform- and substrate-specific inhibitors.
Collapse
Affiliation(s)
- Roma Stawikowska
- Torrey Pines Institute for Molecular Studies, Port St. Lucie, Florida 34987, USA
| | | | | | | | | | | |
Collapse
|
34
|
Merdanovic M, Mönig T, Ehrmann M, Kaiser M. Diversity of allosteric regulation in proteases. ACS Chem Biol 2013. [PMID: 23181429 DOI: 10.1021/cb3005935] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Allostery is a fundamental regulatory mechanism that is based on a functional modulation of a site by a distant site. Allosteric regulation can be triggered by binding of diverse allosteric effectors, ranging from small molecules to macromolecules, and is therefore offering promising opportunities for functional modulation in a wide range of applications including the development of chemical probes or drug discovery. Here, we provide an overview of key classes of allosteric protease effectors, their corresponding molecular mechanisms, and their practical implications.
Collapse
Affiliation(s)
- Melisa Merdanovic
- Department of Microbiology
II and ‡Department
of Chemical Biology, Center for Medical Biotechnology,
Faculty of Biology, University of Duisburg-Essen, Universtitätsstr.
2, 45117 Essen, Germany
| | - Timon Mönig
- Department of Microbiology
II and ‡Department
of Chemical Biology, Center for Medical Biotechnology,
Faculty of Biology, University of Duisburg-Essen, Universtitätsstr.
2, 45117 Essen, Germany
| | - Michael Ehrmann
- Department of Microbiology
II and ‡Department
of Chemical Biology, Center for Medical Biotechnology,
Faculty of Biology, University of Duisburg-Essen, Universtitätsstr.
2, 45117 Essen, Germany
| | - Markus Kaiser
- Department of Microbiology
II and ‡Department
of Chemical Biology, Center for Medical Biotechnology,
Faculty of Biology, University of Duisburg-Essen, Universtitätsstr.
2, 45117 Essen, Germany
| |
Collapse
|
35
|
Shah K, Bayoumi R, Banerjee Y. Protein anticoagulants targeting factor VIIa-tissue factor complex: a comprehensive review. Hematology 2012; 18:1-7. [PMID: 22980919 DOI: 10.1179/1607845412y.0000000035] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
Anticoagulants are pivotal for the treatment of debilitating thromboembolic and associated disorders. Current anticoagulants such as heparin and warfarin are non-specific and have a narrow therapeutic window. These limitations have provided the impetus to develop new anticoagulant therapies/strategies that target specific factors in the blood coagulation cascade, ideally those located upstream in the clotting process. Factor VIIa (FVIIa) presents an attractive target as it, in complex with tissue factor (TF), acts as the prima ballerina for the formation of blood clot. A comprehensive review delineating the structure-activity relationship of protein/peptide anticoagulants targeting FVIIa or TF-FVIIa complex is absent in the literature. In this article, we have addressed this deficit by appraising the peptide/protein anticoagulants that target FVIIa/TF-FVIIa complex. Further, the current status of these anticoagulants, with regard to their performance in different clinical trials has also been presented. Lastly, the unexplored domains of these unique proteins have also been highlighted, which will facilitate further translational research in this paradigm, to improve strategies to counter and treat thromboembolic disorders.
Collapse
Affiliation(s)
- Karna Shah
- Department of Clinical Biochemistry, College of Medicine and Health Sciences, SQ University, Muscat, Oman
| | | | | |
Collapse
|
36
|
Minond D, Cudic M, Bionda N, Giulianotti M, Maida L, Houghten RA, Fields GB. Discovery of novel inhibitors of a disintegrin and metalloprotease 17 (ADAM17) using glycosylated and non-glycosylated substrates. J Biol Chem 2012; 287:36473-87. [PMID: 22927435 DOI: 10.1074/jbc.m112.389114] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
A disintegrin and metalloprotease (ADAM) proteases are implicated in multiple diseases, but no drugs based on ADAM inhibition exist. Most of the ADAM inhibitors developed to date feature zinc-binding moieties that target the active site zinc, which leads to a lack of selectivity and off-target toxicity. We hypothesized that secondary binding site (exosite) inhibitors should provide a viable alternative to active site inhibitors. Potential exosites in ADAM structures have been reported, but no studies describing substrate features necessary for exosite interactions exist. Analysis of ADAM cognate substrates revealed that glycosylation is often present in the vicinity of the scissile bond. To study whether glycosylation plays a role in modulating ADAM activity, a tumor necrosis factor α (TNFα) substrate with and without a glycan moiety attached was synthesized and characterized. Glycosylation enhanced ADAM8 and -17 activities and decreased ADAM10 activity. Metalloprotease (MMP) activity was unaffected by TNFα substrate glycosylation. High throughput screening assays were developed using glycosylated and non-glycosylated substrate, and positional scanning was conducted. A novel chemotype of ADAM17-selective probes was discovered from the TPIMS library (Houghten, R. A., Pinilla, C., Giulianotti, M. A., Appel, J. R., Dooley, C. T., Nefzi, A., Ostresh, J. M., Yu, Y., Maggiora, G. M., Medina-Franco, J. L., Brunner, D., and Schneider, J. (2008) Strategies for the use of mixture-based synthetic combinatorial libraries. Scaffold ranking, direct testing in vivo, and enhanced deconvolution by computational methods. J. Comb. Chem. 10, 3-19; Pinilla, C., Appel, J. R., Borràs, E., and Houghten, R. A. (2003) Advances in the use of synthetic combinatorial chemistry. Mixture-based libraries. Nat. Med. 9, 118-122) that preferentially inhibited glycosylated substrate hydrolysis and spared ADAM10, MMP-8, and MMP-14. Kinetic studies revealed that ADAM17 inhibition occurred via a non-zinc-binding mechanism. Thus, modulation of proteolysis via glycosylation may be used for identifying novel, potentially exosite binding compounds. The newly described ADAM17 inhibitors represent research tools to investigate the role of ADAM17 in the progression of various diseases.
Collapse
Affiliation(s)
- Dmitriy Minond
- Torrey Pines Institute for Molecular Studies, Port St. Lucie, Florida 34987, USA.
| | | | | | | | | | | | | |
Collapse
|
37
|
Pozzi N, Vogt AD, Gohara DW, Di Cera E. Conformational selection in trypsin-like proteases. Curr Opin Struct Biol 2012; 22:421-31. [PMID: 22664096 DOI: 10.1016/j.sbi.2012.05.006] [Citation(s) in RCA: 76] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2012] [Revised: 05/08/2012] [Accepted: 05/10/2012] [Indexed: 01/30/2023]
Abstract
For over four decades, two competing mechanisms of ligand recognition--conformational selection and induced-fit--have dominated our interpretation of protein allostery. Defining the mechanism broadens our understanding of the system and impacts our ability to design effective drugs and new therapeutics. Recent kinetics studies demonstrate that trypsin-like proteases exist in equilibrium between two forms: one fully accessible to substrate (E) and the other with the active site occluded (E*). Analysis of the structural database confirms existence of the E* and E forms and vouches for the allosteric nature of the trypsin fold. Allostery in terms of conformational selection establishes an important paradigm in the protease field and enables protein engineers to expand the repertoire of proteases as therapeutics.
Collapse
Affiliation(s)
- Nicola Pozzi
- Edward A. Doisy Department of Biochemistry and Molecular Biology, Saint Louis University School of Medicine, St. Louis, MO 63104, United States
| | | | | | | |
Collapse
|
38
|
In silico-screening approaches for lead generation: identification of novel allosteric modulators of human-erythrocyte pyruvate kinase. Methods Mol Biol 2012; 796:351-67. [PMID: 22052500 DOI: 10.1007/978-1-61779-334-9_19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/12/2023]
Abstract
Identification of allosteric binding site modulators have gained increased attention lately for their potential to be developed as selective agents with a novel chemotype and targeting perhaps a new and unique binding site with probable fewer side effects. Erythrocyte pyruvate kinase (R-PK) is an important glycolytic enzyme that can be pharmacologically modulated through its allosteric effectors for the treatment of hemolytic anemia, sickle-cell anemia, hypoxia-related diseases, and other disorders arising from erythrocyte PK malfunction. An in-silico screening approach was applied to identify novel allosteric modulators of pyruvate kinase. A small-molecules database of the National Cancer Institute (NCI), was virtually screened based on structure/ligand-based pharmacophore. The virtual screening campaign led to the identification of several compounds with similar pharmacophoric features as fructose-1,6-bisphosphate (FBP), the natural allosteric activator of the kinase. The compounds were subsequently docked into the FBP-binding site using the programs FlexX and GOLD, and their interactions with the protein were analyzed with the energy-scoring function of HINT. Seven promising candidates were obtained from the NCI and subjected to kinetics analysis, which revealed both activators and inhibitors of the R-isozyme of PK (R-PK).
Collapse
|
39
|
Abstract
Initiation of blood coagulation occurs mainly through tissue factor (TF) that becomes exposed to blood following vascular injury. Cell-associated TF binds to the serine protease FVIIa and initiates a cascade of amplified zymogen activation reactions leading to thrombus formation. As TF-FVIIa directed inhibitors might achieve anticoagulant efficacy without significantly interfering with normal haemostasis, the TF-FVIIa complex is an interesting target in thrombosis-related disease. Various approaches have been used to inhibit the TF-FVIIa complex including active site-inhibited FVIIa, TF antibodies, tissue factor pathway inhibitor (TFPI), naturally occurring inhibitors, peptide exosite inhibitors and active site inhibitors. Several experimental studies using these inhibitors have displayed promise. However, none of these TF/FVIIa inhibitors has reached clinical testing. Further studies are required to evaluate the clinical efficacy of these novel inhibitors.
Collapse
Affiliation(s)
- Ilka Ott
- Deutsches Herzzentrum der Technischen Universität München, München, Germany.
| |
Collapse
|
40
|
The Binding Mechanism of a Peptidic Cyclic Serine Protease Inhibitor. J Mol Biol 2011; 412:235-50. [DOI: 10.1016/j.jmb.2011.07.028] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2011] [Revised: 07/08/2011] [Accepted: 07/14/2011] [Indexed: 11/19/2022]
|
41
|
Peptide from the C-terminal domain of tissue inhibitor of matrix metalloproteinases-2 (TIMP-2) inhibits membrane activation of matrix metalloproteinase-2 (MMP-2). Matrix Biol 2011; 30:404-12. [PMID: 21839835 DOI: 10.1016/j.matbio.2011.07.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2011] [Revised: 07/13/2011] [Accepted: 07/13/2011] [Indexed: 12/15/2022]
Abstract
Cellular activation of latent matrix metalloproteinase-2 (proMMP-2) requires formation of a cell membrane-associated activation complex that involves specific binding between the hemopexin domain of proMMP-2 (PEX) and the C-terminal domain of tissue inhibitor of matrix metalloproteinases-2 (C-TIMP-2). In this study, we tested the feasibility of inhibiting activation of proMMP-2 by exogenous inhibitors, which block the binding between PEX and TIMP-2. The recombinant C-TIMP-2 and synthetic peptides from C-TIMP-2 were used as inhibitors for proMMP-2 activation. Recombinant C-TIMP-2 bound specifically to both the catalytically inactive MMP-2(E404A) and the C-terminal domain of MMP-2 (PEX) in a concentration dependent manner with apparent K(d) of 3.9×10(-7)M and 1.7×10(-7)M, respectively. Moreover, C-TIMP-2 competed the binding between MMP-2(E404A) and full-length TIMP-2. Finally, activity assays showed that addition of C-TIMP-2 to HT-1080 fibrosarcoma cells inhibited proMMP-2 activation in a concentration-dependent manner. We then designed a synthetic peptide, P175L, consisting of 20 residues from the PEX-binding tail region of C-TIMP-2. P175L bound PEX and inhibited cell membrane-mediated activation of proMMP-2 in a concentration dependent manner. Deletion of the last 9 tail residues of C-TIMP-2 in P175L abrogated the inhibitory activities of the peptide showing that these residues were essential for function. Overall, these experiments have demonstrated that proMMP-2 activation can be inhibited by exogenous inhibitors which points to a potential strategy for MMP-2 specific inhibition.
Collapse
|
42
|
Allostery in trypsin-like proteases suggests new therapeutic strategies. Trends Biotechnol 2011; 29:577-85. [PMID: 21726912 DOI: 10.1016/j.tibtech.2011.06.001] [Citation(s) in RCA: 74] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2011] [Revised: 05/19/2011] [Accepted: 06/02/2011] [Indexed: 11/21/2022]
Abstract
Trypsin-like proteases (TLPs) are a large family of enzymes responsible for digestion, blood coagulation, fibrinolysis, development, fertilization, apoptosis and immunity. A current paradigm posits that the irreversible transition from an inactive zymogen to the active protease form enables productive interaction with substrate and catalysis. Analysis of the entire structural database reveals two distinct conformations of the active site: one fully accessible to substrate (E) and the other occluded by the collapse of a specific segment (E*). The allosteric E*-E equilibrium provides a reversible mechanism for activity and regulation in addition to the irreversible zymogen to protease conversion and points to new therapeutic strategies aimed at inhibiting or activating the enzyme. In this review, we discuss relevant examples, with emphasis on the rational engineering of anticoagulant thrombin mutants.
Collapse
|
43
|
Hosseini M, Jiang L, Sørensen HP, Jensen JK, Christensen A, Fogh S, Yuan C, Andersen LM, Huang M, Andreasen PA, Jensen KJ. Elucidation of the Contribution of Active Site and Exosite Interactions to Affinity and Specificity of Peptidylic Serine Protease Inhibitors Using Non-Natural Arginine Analogs. Mol Pharmacol 2011; 80:585-97. [DOI: 10.1124/mol.111.072280] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
|
44
|
Song J, Tan H, Boyd SE, Shen H, Mahmood K, Webb GI, Akutsu T, Whisstock JC, Pike RN. Bioinformatic approaches for predicting substrates of proteases. J Bioinform Comput Biol 2011; 9:149-78. [PMID: 21328711 DOI: 10.1142/s0219720011005288] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2010] [Revised: 10/08/2010] [Accepted: 10/09/2010] [Indexed: 11/18/2022]
Abstract
Proteases have central roles in "life and death" processes due to their important ability to catalytically hydrolyze protein substrates, usually altering the function and/or activity of the target in the process. Knowledge of the substrate specificity of a protease should, in theory, dramatically improve the ability to predict target protein substrates. However, experimental identification and characterization of protease substrates is often difficult and time-consuming. Thus solving the "substrate identification" problem is fundamental to both understanding protease biology and the development of therapeutics that target specific protease-regulated pathways. In this context, bioinformatic prediction of protease substrates may provide useful and experimentally testable information about novel potential cleavage sites in candidate substrates. In this article, we provide an overview of recent advances in developing bioinformatic approaches for predicting protease substrate cleavage sites and identifying novel putative substrates. We discuss the advantages and drawbacks of the current methods and detail how more accurate models can be built by deriving multiple sequence and structural features of substrates. We also provide some suggestions about how future studies might further improve the accuracy of protease substrate specificity prediction.
Collapse
Affiliation(s)
- Jiangning Song
- Department of Biochemistry and Molecular Biology, Monash University, Victoria 3800, Australia.
| | | | | | | | | | | | | | | | | |
Collapse
|
45
|
Affiliation(s)
- Christopher J Farady
- Graduate Group in Biophysics, University of California-San Francisco, San Francisco, CA 94143-2240, USA
| | | |
Collapse
|
46
|
Zhao H, Li S, Sheng J, Shen L, Yang Y, Yao B. Identification of target ligands of CORYNE in Arabidopsis by phage display library. JOURNAL OF INTEGRATIVE PLANT BIOLOGY 2011; 53:281-288. [PMID: 21214859 DOI: 10.1111/j.1744-7909.2010.01028.x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
CORYNE (CRN) plays important roles in stem cell division and differentiation of shoot apical meristem (SAM) in Arabidopsis thaliana. The cytoplasmic kinase domain of CRN has been cloned and expressed in Escherichia coli, and further purified by two consecutive steps of affinity chromatography. By using this purified CRN as a ligand, a 12-mer random-peptide library was used to determine the specific amino acid sequences binding with the recombinant CRN molecule. After four rounds of biopanning, positive phage clones were isolated and sequenced, and further tested by enzyme linked immunosorbent assay for their binding ability and specificity. Two positive clones that specifically bind to the intracellular protein kinase domain of CRN have been identified. Alignment of these peptides and the kinase-associated protein phosphatase (KAPP) shows high similarity, indicating that KAPP might interact with the cytoplasmic kinase domain of CRN and negatively regulate the CLV signal. Our current study would be helpful to better understand the CLV3 signal pathway.
Collapse
Affiliation(s)
- Heng Zhao
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China.
| | | | | | | | | | | |
Collapse
|
47
|
Chen K, Chen X. Design and development of molecular imaging probes. Curr Top Med Chem 2011; 10:1227-36. [PMID: 20388106 DOI: 10.2174/156802610791384225] [Citation(s) in RCA: 152] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2010] [Accepted: 02/27/2010] [Indexed: 01/17/2023]
Abstract
Molecular imaging, the visualization, characterization and measurement of biological processes at the cellular, subcellular level, or even molecular level in living subjects, has rapidly gained importance in the dawning era of personalized medicine. Molecular imaging takes advantage of the traditional diagnostic imaging techniques and introduces molecular imaging probes to determine the expression of indicative molecular markers at different stages of diseases and disorders. As a key component of molecular imaging, molecular imaging probe must be able to specifically reach the target of interest in vivo while retaining long enough to be detected. A desirable molecular imaging probe with clinical translation potential is expected to have unique characteristics. Therefore, design and development of molecular imaging probe is frequently a challenging endeavor for medicinal chemists. This review summarizes the general principles of molecular imaging probe design and some fundamental strategies of molecular imaging probe development with a number of illustrative examples.
Collapse
Affiliation(s)
- Kai Chen
- Laboratory of Molecular Imaging and Nanomedicine, National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health, Bethesda, MD 20892, USA.
| | | |
Collapse
|
48
|
Mosbaek CR, Nolan D, Persson E, Svergun DI, Bukrinsky JT, Vestergaard B. Extensive small-angle X-ray scattering studies of blood coagulation factor VIIa reveal interdomain flexibility. Biochemistry 2010; 49:9739-45. [PMID: 20873866 DOI: 10.1021/bi1011207] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Blood coagulation factor VIIa (FVIIa) is used in the treatment of replacement therapy resistant hemophilia patients, and FVIIa is normally activated upon complex formation with tissue factor (TF), potentially in context with structural rearrangements. The solution behavior of uncomplexed FVIIa is important for understanding the mechanism of activation and for the stability and activity of the pharmaceutical product. However, crystal structures of FVIIa in complex with TF and of truncated free FVIIa reveal different overall conformations while previous small-angle scattering studies suggest FVIIa always to be fully extended in solution. Here, small-angle X-ray scattering analysis of multiple forms of FVIIa and TF under several experimental conditions elaborate extensively on the understanding of the solution behavior of FVIIa. We reveal significant FVIIa domain flexibility in solution, whereas TF has a well-defined conformation. Unspecific formation of dimers of FVIIa is also observed and varies with experimental conditions. In particular, active site-inhibited FVIIa displays a distinct solution behavior different from that of uninhibited FVIIa, which may reflect structural rearrangements causing resistance to activation, thereby emphasizing the connection between the distribution of different conformations of FVII and the mechanism of activation.
Collapse
Affiliation(s)
- Charlotte Rode Mosbaek
- Department of Medicinal Chemistry, Faculty of Pharmaceutical Sciences, University of Copenhagen, Universitetsparken 2, DK-2100 Copenhagen, Denmark.
| | | | | | | | | | | |
Collapse
|
49
|
Maun HR, Kirchhofer D, Lazarus RA. Pseudo-active sites of protease domains: HGF/Met and Sonic hedgehog signaling in cancer. Biol Chem 2010; 391:881-92. [DOI: 10.1515/bc.2010.098] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
AbstractProteases represent a large class of enzymes with crucial biological functions. Although targeting various relevant proteases for therapeutic intervention has been widely investigated, structurally related proteins lacking proteolytic activity (pseudo-proteases) have received relatively little attention. Two distinct clinically relevant cancer pathways that contain signaling proteins with pseudo-protease domains include the Met and Hedgehog (Hh) pathways. The receptor tyrosine kinase Met pathway is driven by hepatocyte growth factor (HGF), a plasminogen-related ligand that binds Met and activates intracellular pathways resulting in cell proliferation, angiogenesis, motility and survival. HGF is a disulfide-linked α/β-heterodimer having a trypsin serine protease-like β-chain. The Hh pathway is driven by Sonic hedgehog (Shh), which has a Zn2+metalloprotease fold and binds Patched1 (Ptc1), which de-represses Smoothened and ultimately activates Gli-dependent transcription. Although HGF and Shh differ in structure and function, the pseudo-catalytic sites of both HGF and Shh are crucial for signal transduction. For HGF, this region binds the Met β-propeller domain, which leads to Met dimerization and signaling. For Hh, this region binds to the antagonist receptor Hedgehog-interacting protein (Hhip) and most probably to Ptc1 as well. Thus, for both HGF and Hh pathways, targeting ligand pseudo-active sites represents a new strategy for regulation.
Collapse
|
50
|
Shen A. Allosteric regulation of protease activity by small molecules. MOLECULAR BIOSYSTEMS 2010; 6:1431-43. [PMID: 20539873 DOI: 10.1039/c003913f] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Proteases regulate a plethora of biological processes. Because they irreversibly cleave peptide bonds, the activity of proteases is strictly controlled. While there are many ways to regulate protease activity, an emergent mechanism is the modulation of protease function by small molecules acting at allosteric sites. This mode of regulation holds the potential to allow for the specific and temporal control of a given biological process using small molecules. These compounds also serve as useful tools for studying protein dynamics and function. This review highlights recent advances in identifying and characterizing natural and synthetic small molecule allosteric regulators of proteases and discusses their utility in studies of protease function, drug discovery and protein engineering.
Collapse
Affiliation(s)
- Aimee Shen
- Department of Pathology, Stanford School of Medicine, Stanford, California 94305, USA.
| |
Collapse
|