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Nagel F, Susemihl A, Eulberg T, Delcea M. Identification of Kazal Inhibitor Scaffolds with Identical Canonical Binding Loops and Their Effects on Binding Properties. Biochemistry 2023; 62:535-542. [PMID: 36598875 PMCID: PMC9850914 DOI: 10.1021/acs.biochem.2c00573] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Kazal inhibitors hold high potential as scaffolds for therapeutic molecules, taking advantage of the easily exchangeable canonical binding loop. Different Kazal inhibitor backbones have been suggested to be therapeutically useful, but the impact of different Kazal-like scaffolds on binding properties is still largely unknown. Here, we identified trypsin-targeting human serine protease inhibitor Kazal type 1 (SPINK1) homologues in different mammalian species that cluster in two P2-P1 combinations, implying the coevolution of these residues. We generated loop exchange variants of human SPINK1 for comparison with Kazal inhibitors from related species. Using comprehensive biophysical characterization of the inhibitor-enzyme interactions, we found not only affinity but also pH resistance to be highly backbone-dependent. Differences are mostly observed in complex stability, which varies by over one order of magnitude. We provide clear evidence for high backbone dependency within the Kazal family. Hence, when designing Kazal inhibitor-based therapeutic molecules, testing different backbones after optimizing the canonical binding loop can be beneficial and may result in increased affinity, complex stability, specificity, and pH resistance.
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Affiliation(s)
- Felix Nagel
- Biophysical
Chemistry, Institute of Biochemistry, University
of Greifswald, 17489Greifswald, Germany
| | - Anne Susemihl
- Biophysical
Chemistry, Institute of Biochemistry, University
of Greifswald, 17489Greifswald, Germany,Department
of Hematology and Oncology, Internal Medicine C, University of Greifswald, 17489Greifswald, Germany
| | - Tobias Eulberg
- Biophysical
Chemistry, Institute of Biochemistry, University
of Greifswald, 17489Greifswald, Germany
| | - Mihaela Delcea
- Biophysical
Chemistry, Institute of Biochemistry, University
of Greifswald, 17489Greifswald, Germany,
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2
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Tubiana J, Cocco S, Monasson R. Learning protein constitutive motifs from sequence data. eLife 2019; 8:e39397. [PMID: 30857591 PMCID: PMC6436896 DOI: 10.7554/elife.39397] [Citation(s) in RCA: 55] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2018] [Accepted: 02/24/2019] [Indexed: 12/11/2022] Open
Abstract
Statistical analysis of evolutionary-related protein sequences provides information about their structure, function, and history. We show that Restricted Boltzmann Machines (RBM), designed to learn complex high-dimensional data and their statistical features, can efficiently model protein families from sequence information. We here apply RBM to 20 protein families, and present detailed results for two short protein domains (Kunitz and WW), one long chaperone protein (Hsp70), and synthetic lattice proteins for benchmarking. The features inferred by the RBM are biologically interpretable: they are related to structure (residue-residue tertiary contacts, extended secondary motifs (α-helixes and β-sheets) and intrinsically disordered regions), to function (activity and ligand specificity), or to phylogenetic identity. In addition, we use RBM to design new protein sequences with putative properties by composing and 'turning up' or 'turning down' the different modes at will. Our work therefore shows that RBM are versatile and practical tools that can be used to unveil and exploit the genotype-phenotype relationship for protein families.
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Affiliation(s)
- Jérôme Tubiana
- Laboratory of Physics of the Ecole Normale SupérieureCNRS UMR 8023 & PSL ResearchParisFrance
| | - Simona Cocco
- Laboratory of Physics of the Ecole Normale SupérieureCNRS UMR 8023 & PSL ResearchParisFrance
| | - Rémi Monasson
- Laboratory of Physics of the Ecole Normale SupérieureCNRS UMR 8023 & PSL ResearchParisFrance
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3
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Post-transcriptional, post-translational and pharmacological regulation of tissue factor pathway inhibitor. Blood Coagul Fibrinolysis 2018; 29:668-682. [PMID: 30439766 DOI: 10.1097/mbc.0000000000000775] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
: Tissue factor (TF) pathway inhibitor (TFPI) is an endogenous natural anticoagulant that readily inhibits the extrinsic coagulation initiation complex (TF-FVIIa-Xa) and prothrombinase (FXa, FVa and calcium ions). Alternatively, spliced TFPI isoforms (α, β and δ) are expressed by vascular and extravascular cells and regulate thrombosis and haemostasis, as well as cell signalling functions of TF complexes via protease-activated receptors (PARs). Proteolysis of TFPI plays an important role in regulating physiological roles of the TF pathway in host defense and possibly haemostasis. Elimination of TFPI inhibition has therefore been proposed as an approach to improve haemostasis in haemophilia patients. In this review, we focus on posttranscription and translational modification of TFPI and its function in thrombosis and how pharmacological inhibitors and endogenous proteases interfere with TFPI and alter haemostasis.
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4
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García-Fernández R, Ziegelmüller P, González L, Mansur M, Machado Y, Redecke L, Hahn U, Betzel C, Chávez MDLÁ. Two variants of the major serine protease inhibitor from the sea anemone Stichodactyla helianthus, expressed in Pichia pastoris. Protein Expr Purif 2016; 123:42-50. [PMID: 26993255 DOI: 10.1016/j.pep.2016.03.003] [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: 12/16/2015] [Revised: 02/26/2016] [Accepted: 03/11/2016] [Indexed: 12/13/2022]
Abstract
The major protease inhibitor from the sea anemone Stichodactyla helianthus (ShPI-1) is a non-specific inhibitor that binds trypsin and other trypsin-like enzymes, as well as chymotrypsin, and human neutrophil elastase. We performed site-directed mutagenesis of ShPI-1 to produce two variants (rShPI-1/K13L and rShPI/Y15S) that were expressed in Pichia pastoris, purified, and characterized. After a single purification step, 65 mg and 15 mg of protein per liter of culture supernatant were obtained for rShPI-1/K13L and rShPI/Y15S, respectively. Functional studies demonstrated a 100-fold decreased trypsin inhibitory activity as result of the K13L substitution at the reactive (P1) site. This protein variant has a novel tight-binding inhibitor activity of pancreatic elastase and increased activity toward neutrophil elastase in comparison to rShPI-1A. In contrast, the substitution Y15S at P2' site did not affect the Ki value against trypsin, but did reduce activity 10-fold against chymotrypsin and neutrophil elastase. Our results provide two new ShPI-1 variants with modified inhibitory activities, one of them with increased biomedical potential. This study also offers new insight into the functional impact of the P1 and P2' sites on ShPI-1 specificity.
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Affiliation(s)
| | - Patrick Ziegelmüller
- Institute of Biochemistry and Molecular Biology, Department of Chemistry, Faculty for Mathematics Informatics and Natural Sciences, University of Hamburg, Germany
| | - Lidice González
- Centro de Estudio de Proteínas, Facultad de Biología, Universidad de la Habana, Cuba
| | | | - Yoan Machado
- Centro de Inmunología Molecular, La Habana, Cuba
| | - Lars Redecke
- Institute of Biochemistry, Center for Structural and Cell Biology in Medicine, University of Lübeck, Germany
| | - Ulrich Hahn
- Institute of Biochemistry and Molecular Biology, Department of Chemistry, Faculty for Mathematics Informatics and Natural Sciences, University of Hamburg, Germany
| | - Christian Betzel
- Institute of Biochemistry and Molecular Biology, Department of Chemistry, Faculty for Mathematics Informatics and Natural Sciences, University of Hamburg, Germany
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5
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de Veer SJ, Wang CK, Harris JM, Craik DJ, Swedberg JE. Improving the Selectivity of Engineered Protease Inhibitors: Optimizing the P2 Prime Residue Using a Versatile Cyclic Peptide Library. J Med Chem 2015; 58:8257-68. [PMID: 26393374 DOI: 10.1021/acs.jmedchem.5b01148] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Standard mechanism inhibitors are attractive design templates for engineering reversible serine protease inhibitors. When optimizing interactions between the inhibitor and target protease, many studies focus on the nonprimed segment of the inhibitor's binding loop (encompassing the contact β-strand). However, there are currently few methods for screening residues on the primed segment. Here, we designed a synthetic inhibitor library (based on sunflower trypsin inhibitor-1) for characterizing the P2' specificity of various serine proteases. Screening the library against 13 different proteases revealed unique P2' preferences for trypsin, chymotrypsin, matriptase, plasmin, thrombin, four kallikrein-related peptidases, and several clotting factors. Using this information to modify existing engineered inhibitors yielded new variants that showed considerably improved selectivity, reaching up to 7000-fold selectivity over certain off-target proteases. Our study demonstrates the importance of the P2' residue in standard mechanism inhibition and unveils a new approach for screening P2' substitutions that will benefit future inhibitor engineering studies.
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Affiliation(s)
- Simon J de Veer
- Institute of Health and Biomedical Innovation, Queensland University of Technology , Brisbane, Queensland QLD 4059, Australia
| | - Conan K Wang
- Institute for Molecular Bioscience, The University of Queensland , 306 Carmody Road, Building 80, Queensland Bioscience Presinct, Brisbane, Queensland, QLD 4072, Australia
| | - Jonathan M Harris
- Institute of Health and Biomedical Innovation, Queensland University of Technology , Brisbane, Queensland QLD 4059, Australia
| | - David J Craik
- Institute for Molecular Bioscience, The University of Queensland , 306 Carmody Road, Building 80, Queensland Bioscience Presinct, Brisbane, Queensland, QLD 4072, Australia
| | - Joakim E Swedberg
- Institute for Molecular Bioscience, The University of Queensland , 306 Carmody Road, Building 80, Queensland Bioscience Presinct, Brisbane, Queensland, QLD 4072, Australia
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6
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Activated factor XI increases the procoagulant activity of the extrinsic pathway by inactivating tissue factor pathway inhibitor. Blood 2015; 125:1488-96. [PMID: 25587039 DOI: 10.1182/blood-2014-10-604587] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Activation of coagulation factor XI (FXI) may play a role in hemostasis. The primary substrate of activated FXI (FXIa) is FIX, leading to FX activation (FXa) and thrombin generation. However, recent studies suggest the hemostatic role of FXI may not be restricted to the activation of FIX. We explored whether FXI could interact with and inhibit the activity of tissue factor pathway inhibitor (TFPI). TFPI is an essential reversible inhibitor of activated factor X (FXa) and also inhibits the FVIIa-TF complex. We found that FXIa neutralized both endothelium- and platelet-derived TFPI by cleaving the protein between the Kunitz (K) 1 and K2 domains (Lys86/Thr87) and at the active sites of the K2 (Arg107/Gly108) and K3 (Arg199/Ala200) domains. Addition of FXIa to plasma was able to reverse the ability of TFPI to prolong TF-initiated clotting times in FXI- or FIX-deficient plasma, as well as FXa-initiated clotting times in FX-deficient plasma. Treatment of cultured endothelial cells with FXIa increased the generation of FXa and promoted TF-dependent fibrin formation in recalcified plasma. Together, these results suggest that the hemostatic role of FXIa may be attributed not only to activation of FIX but also to promoting the extrinsic pathway of thrombin generation through inactivation of TFPI.
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7
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Kluft C, van Leuven CJM. Consequences for the APTT due to direct action of factor XIa on factor X, resulting in bypassing factors VIII-IX. Thromb Res 2014; 135:198-204. [PMID: 25467084 DOI: 10.1016/j.thromres.2014.11.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2014] [Revised: 10/15/2014] [Accepted: 11/07/2014] [Indexed: 11/26/2022]
Abstract
BACK GROUND It has recently been reported that factor XIa can activate factor X directly and can bypass factors VIII-IX. We evaluated the consequences for factor analysis with the one-stage APTT. METHODS APTT was performed with the Actin FS reagent with ellagic acid as the standard. Silica, high lipid (PTT-A) or low lipid (PTT-LA) were also tested. Factor depleted and deficient plasma's were obtained from commercial sources. RESULTS The APTT clotting times in factor XII, XI, High Molecular Weight Kininogen, factor X and factor V deficient plasma's were all significantly longer (>100s) than the clotting times of factor VIII- and IX-depleted or deficient plasma's (<100s). That the shorter times for factor VIII and IX deficient plasmas were due to contact activation was supported by biphasic inhibition of the clotting times with addition of Corn Trypsin Inhibitor and Trasylol. The role of factor XI and the by-passing of factor VIII/IX was shown by the use of quenching antibodies towards factor XI and VIII. Enriching factor VIII or IX depleted plasma with purified factor XI and addition of factor XIa showed a strong dependence on factor XI level. Calibration curves for factor analysis were steeper for factors FXII, HMWK, FX and FV, compared to those of both factors VIII and IX. Curves for VIII/IX were found steeper by the use of APTT-A/silica-based, 50% diluted substrate plasma and low factor XI in the substrate plasma. CONCLUSIONS In factors VIII and IX deficient plasmas, the APTT shows an activity which can be attributed to contact activation of factor X by factor XIa. This direct activity is lower with silica reagent compared to ellagic acid, dilution of plasma and low factor XI in substrate plasma.
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Affiliation(s)
- C Kluft
- Good Biomarker Sciences, Zernikedreef 8, 2333CL Leiden, The Netherlands.
| | - C J M van Leuven
- Good Biomarker Sciences, Zernikedreef 8, 2333CL Leiden, The Netherlands.
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8
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Al-Horani RA, Desai UR. Recent advances on plasmin inhibitors for the treatment of fibrinolysis-related disorders. Med Res Rev 2014; 34:1168-1216. [PMID: 24659483 PMCID: PMC8788159 DOI: 10.1002/med.21315] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/07/2023]
Abstract
Growing evidence suggests that plasmin is involved in a number of physiological processes in addition to its key role in fibrin cleavage. Plasmin inhibition is critical in preventing adverse consequences arising from plasmin overactivity, e.g., blood loss that may follow cardiac surgery. Aprotinin was widely used as an antifibrinolytic drug before its discontinuation in 2008. Tranexamic acid and ε-aminocaproic acid, two small molecule plasmin inhibitors, are currently used in the clinic. Several molecules have been designed utilizing covalent, but reversible, chemistry relying on reactive cyclohexanones, nitrile warheads, and reactive aldehyde peptidomimetics. Other major classes of plasmin inhibitors include the cyclic peptidomimetics and polypeptides of the Kunitz and Kazal-type. Allosteric inhibitors of plasmin have also been designed including small molecule lysine analogs that bind to plasmin's kringle domain(s) and sulfated glycosaminoglycan mimetics that bind to plasmin's catalytic domain. Plasmin inhibitors have also been explored for resolving other disease states including cell metastasis, cell proliferation, angiogenesis, and embryo implantation. This review highlights functional and structural aspects of plasmin inhibitors with the goal of advancing their design.
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Affiliation(s)
- Rami A Al-Horani
- Department of Medicinal Chemistry and Institute for Structural Biology and Drug Discovery, Virginia Commonwealth University, Richmond, Virginia
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9
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Protease inhibitors from marine venomous animals and their counterparts in terrestrial venomous animals. Mar Drugs 2013; 11:2069-112. [PMID: 23771044 PMCID: PMC3721222 DOI: 10.3390/md11062069] [Citation(s) in RCA: 76] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2013] [Revised: 05/28/2013] [Accepted: 05/30/2013] [Indexed: 01/04/2023] Open
Abstract
The Kunitz-type protease inhibitors are the best-characterized family of serine protease inhibitors, probably due to their abundance in several organisms. These inhibitors consist of a chain of ~60 amino acid residues stabilized by three disulfide bridges, and was first observed in the bovine pancreatic trypsin inhibitor (BPTI)-like protease inhibitors, which strongly inhibit trypsin and chymotrypsin. In this review we present the protease inhibitors (PIs) described to date from marine venomous animals, such as from sea anemone extracts and Conus venom, as well as their counterparts in terrestrial venomous animals, such as snakes, scorpions, spiders, Anurans, and Hymenopterans. More emphasis was given to the Kunitz-type inhibitors, once they are found in all these organisms. Their biological sources, specificity against different proteases, and other molecular blanks (being also K+ channel blockers) are presented, followed by their molecular diversity. Whereas sea anemone, snakes and other venomous animals present mainly Kunitz-type inhibitors, PIs from Anurans present the major variety in structure length and number of Cys residues, with at least six distinguishable classes. A representative alignment of PIs from these venomous animals shows that, despite eventual differences in Cys assignment, the key-residues for the protease inhibitory activity in all of them occupy similar positions in primary sequence. The key-residues for the K+ channel blocking activity was also compared.
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10
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Navaneetham D, Wu W, Li H, Sinha D, Tuma RF, Walsh PN. P1 and P2' site mutations convert protease nexin-2 from a factor XIa inhibitor to a plasmin inhibitor. J Biochem 2012; 153:221-31. [PMID: 23172304 DOI: 10.1093/jb/mvs133] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The kunitz protease inhibitor domain of PN2 (PN2KPI) is a potent and specific inhibitor (K(i) 0.5-2 nM) of factor XIa (FXIa) and inhibits cerebrovascular thrombosis in mice. To determine whether the antithrombotic properties of PN2KPI arise from its FXIa-inhibitory activity, we have now prepared mutant forms of PN2KPI. Mutations at the P1 (Arg(15)) site in combination with P2' (Met(17)) mutations profoundly affect inhibition of FXIa, plasmin, kallikrein, factor Xa and thrombin. The mutant proteins PN2KPI-R(15)K, -M(17)K, -R(15)K,M(17)K and -R(15)K,M(17)R lost inhibitory activity against FXIa (K(i) 34, 94, 3081 and 707 nM, respectively) and kallikrein (no inhibition) and gained inhibitory activity against plasmin (K(i) 108, 7, 8 and 8 nM, respectively). The intravenous administration of rPN2KPI into mice dramatically decreased thrombus formation in a murine model of FeCl(3)-induced carotid injury, whereas rPN2KPI-R(15)K,M(17)K failed to inhibit thrombus formation. Molecular modelling studies showed that fine structural variations explain the observed functional differences in FXIa and plasmin inhibition. PN2KPI has potent antithrombotic activity due to its specific FXIa anticoagulant activity, whereas PN2KPI-R(15)K,M(17)K and PN2KPI-R(15)K,M(17)R have potent antifibrinolytic (antiplasmin) activity without anticoagulant or antithrombotic activity.
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Affiliation(s)
- Duraiswamy Navaneetham
- The Sol Sherry Thrombosis Research Center, Temple University School of Medicine, Philadelphia, PA 19140, USA
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11
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The kunitz protease inhibitor domain of protease nexin-2 inhibits factor XIa and murine carotid artery and middle cerebral artery thrombosis. Blood 2012; 120:671-7. [PMID: 22674803 DOI: 10.1182/blood-2012-03-419523] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Coagulation factor XI (FXI) plays an important part in both venous and arterial thrombosis, rendering FXIa a potential target for the development of antithrombotic therapy. The kunitz protease inhibitor (KPI) domain of protease nexin-2 (PN2) is a potent, highly specific inhibitor of FXIa, suggesting its possible role in the inhibition of FXI-dependent thrombosis in vivo. Therefore, we examined the effect of PN2KPI on thrombosis in the murine carotid artery and the middle cerebral artery. Intravenous administration of PN2KPI prolonged the clotting time of both human and murine plasma, and PN2KPI inhibited FXIa activity in both human and murine plasma in vitro. The intravenous administration of PN2KPI into WT mice dramatically decreased the progress of FeCl(3)-induced thrombus formation in the carotid artery. After a similar initial rate of thrombus formation with and without PN2KPI treatment, the propagation of thrombus formation after 10 minutes and the amount of thrombus formed were significantly decreased in mice treated with PN2KPI injection compared with untreated mice. In the middle cerebral artery occlusion model, the volume and fraction of ischemic brain tissue were significantly decreased in PN2KPI-treated compared with untreated mice. Thus, inhibition of FXIa by PN2KPI is a promising approach to antithrombotic therapy.
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Sikorska M, Krężel A, Otlewski J. Femtomolar Zn2+ affinity of LIM domain of PDLIM1 protein uncovers crucial contribution of protein-protein interactions to protein stability. J Inorg Biochem 2012; 115:28-35. [PMID: 22922308 DOI: 10.1016/j.jinorgbio.2012.05.009] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2012] [Revised: 05/24/2012] [Accepted: 05/28/2012] [Indexed: 10/28/2022]
Abstract
An individual LIM domain has approximately 55 amino acids with 8 highly conserved residues responsible for binding of two Zn(2+) into two distinct zinc finger motifs. We examined LIM domain stability of PDLIM1 protein (known also as Elfin protein), its C-terminally extended constructs as well as separate zinc fingers, and several full domain mutants in terms of Zn(2+) affinity and domain stability. Thermal denaturation, mass spectrometry, limited proteolysis, protein oxidation and circular dichroism techniques were used to determine a set of thermodynamic stability parameters. The results demonstrate unambiguously very high (femtomolar) affinity of both Zn(2+) to the conserved LIM domain (K(d)(av)=2.5×10(-14) M) and its additional elevation in the C-terminally extended domain construct (K(d)(av)=3.1×10(-15) M). We demonstrate in the example of PDLIM1 using a set of LIM protein constructs and its zinc finger peptides that stability of the entire zinc-containing domain is not only defined by the Zn(2+) coordination environment but significantly depends on the set of protein-protein interactions with the C-terminus of the protein. We discuss structural similarities of LIM domains and suggest the prolongation of the conserved LIM sequence to its C-terminal helix that has a significant impact on domain stability. We also discuss the functionality of LIM domains in terms of different physiological zinc and redox buffering capacity.
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Affiliation(s)
- Małgorzata Sikorska
- Department of Protein Engineering, Faculty of Biotechnology, University of Wrocław, Tamka 2, 50-137 Wrocław, Poland
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Gorania M, Seker H, Haris PI. Predicting a protein's melting temperature from its amino acid sequence. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2011; 2010:1820-3. [PMID: 21095941 DOI: 10.1109/iembs.2010.5626421] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Melting temperature is an important characteristic feature of a protein and is used for various purposes such as in drug development. Currently protein melting temperature is determined by laboratory methods such as Differential Scanning Calorimetry, Circular Dichroism, Fourier transform infrared spectroscopy and several other methods. These methods are laborious and costly. Therefore, we propose a novel bioinformatics based method for predicting protein melting temperature from amino acid sequence of a protein. This is not only a challenging task but has been previously unexplored. For this study, melting temperature of 230 proteins from a range of organisms was collected along with their sequence information from the published literature. The melting temperature of these proteins represents a very large spectrum and varies between 25°C and 113°C. The protein sequences are then used to derive two sets of sequence-driven features, namely amino acid composition (AAC) and pseudo-amino acid composition (PseudoAAC) to characterise the proteins. In order to predict the melting temperature, two different computational intelligence methods, namely artificial neural networks (ANN) and adaptive network-fuzzy inference system (ANFIS) were utilized. Amongst over 100 different models generated, the ANN produced the best model with the least error (0.01087 for the AAC and 0.01086 for the pseudoAAC). As both feature sets yielded quite similar error and computation of pseudoAAC is costly when compared to that of AAC, traditional AAC seems to be an effective feature set for predicting melting temperature. The results obtained in this study are very promising and, for the first time, shows that the melting temperature of a protein can be predicted from its amino acid sequence only. Therefore, costly lab-based experiments may not be required to measure the melting temperature and the bioinformatics models can help speed up laboratory processes such as in drug development.
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Affiliation(s)
- Malde Gorania
- Bio-Health Informatics Research Group at the Centre of Computational, Department of Informatics, Faculty of Technology, De Montfort University, UK LE11 9BH.
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14
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Tsai IH, Wang YM, Cheng AC, Starkov V, Osipov A, Nikitin I, Makarova Y, Ziganshin R, Utkin Y. cDNA cloning, structural, and functional analyses of venom phospholipases A₂ and a Kunitz-type protease inhibitor from steppe viper Vipera ursinii renardi. Toxicon 2010; 57:332-41. [PMID: 21185324 DOI: 10.1016/j.toxicon.2010.12.012] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2010] [Revised: 11/25/2010] [Accepted: 12/15/2010] [Indexed: 11/30/2022]
Abstract
Snake venom phospholipases A₂ (PLA₂s) display a wide array of biological activities and are each characteristic to the venom. Here, we report on the cDNA cloning and characterization of PLA₂s from the steppe viper Vipera ursinii renardi venom glands. Among the five distinct PLA₂ cDNAs cloned and sequenced, the most common were the clones encoding a basic Ser-49 containing PLA₂ (Vur-S49). Other clones encoded either ammodytin analogs I1, I2d and I2a (designated as Vur-PL1, Vur-PL2 and Vur-PL3, respectively) or an ammodytoxin-like PLA₂ (Vurtoxin). Additionally, a novel Kunitz-type trypsin inhibitor for this venom species was cloned and sequenced. Comparison of these PLA₂ and Kunitz inhibitor sequences with those in the sequence data banks suggests that the viper V. u. renardi is closely related to Vipera ammodytes and Vipera aspis. Separation of V. u. renardi venom components by gel-filtration and ion-exchange chromatography showed the presence of many PLA₂ isoforms. Remarkably, the most abundant PLA₂ isolated was Vur-PL2 while Vur-S49 analog was in very low yield. There are great differences between the proportion of cDNA clones and that of the proteins isolated. Two Vur-PL2 isoforms (designated as Vur-PL2A and Vur-PL2B) indistinguishable by masses, peptide mass fingerprinting, N-terminal sequences and CD spectroscopy were purified from the pooled venom. However, when rechromatographed on cation-exchanger, Vur-PL2A showed only one peak corresponding to Vur-PL2B, suggesting the existence of conformers for Vur-PL2. Vur-PL2B was weakly cytotoxic to rat pheochromocytoma PC12 cells and showed both strong anticoagulant and anti-platelet activities. This is the first case of a strong anticoagulating ammodytin I analog in Vipera venom.
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Affiliation(s)
- Inn-Ho Tsai
- Institute of Biological Chemistry, Academia Sinica, P. O. Box 23-106, Taipei, Taiwan
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15
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Navaneetham D, Sinha D, Walsh PN. Mechanisms and specificity of factor XIa and trypsin inhibition by protease nexin 2 and basic pancreatic trypsin inhibitor. J Biochem 2010; 148:467-79. [PMID: 20647553 DOI: 10.1093/jb/mvq080] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Factor XIa (FXIa) inhibition by protease nexin-2 (PN2KPI) was compared with trypsin inhibition by basic pancreatic trypsin inhibitor (BPTI). PN2KPI was a potent inhibitor of FXIa (K(i) ∼ 0.81 nM) and trypsin (K(i) ∼ 0.03 nM), but not of other coagulation proteases (thrombin, FVIIa, FIXa, FXa, FXIIa, plasmin, kallikrein, K(i) > 185 nM). PN2KPI was ∼775-fold more potent than BPTI in FXIa inhibition, but both exhibited similar potencies against trypsin. Studies of FXIa and trypsin inhibition by PN2KPI and BPTI and P1 site swap mutants (PN2KPI-R15 K, BPTI-K15 R) demonstrated that FXIa inhibition by PN2KPI and P1 site swap mutants and trypsin inhibition by PN2KPI and BPTI conform to a single-step, slow equilibration inhibitory mechanism, whereas FXIa-inhibition by BPTI follows a classical, competitive inhibitory mechanism. Mutation of P1 impaired FXIa inhibition by PN2KPI-R15 K ∼14-fold, enhanced FXIa inhibition by BPTI-K15 R ∼150-fold, and had no effect on trypsin inhibition. Arginine at the P1 site of either PN2KPI or BPTI confers high affinity and specificity for FXIa, whereas either arginine or lysine suffices for trypsin inhibition. Thus, PN2KPI is a highly specific inhibitor of FXIa among coagulation enzymes, but the flexibility of trypsin renders it susceptible to inhibition by both wild-type and mutant forms of PN2KPI and BPTI.
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Affiliation(s)
- Duraiswamy Navaneetham
- Sol Sherry Thrombosis Research Center; Department of Medicine; and Department of Biochemistry, Temple University School of Medicine, Philadelphia, PA 19140, USA
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Chou WM, Liu WH, Chen KC, Chang LS. Structure–function studies on inhibitory activity of Bungarus multicinctus protease inhibitor-like protein on matrix metalloprotease-2, and invasion and migration of human neuroblastoma SK-N-SH cells. Toxicon 2010; 55:353-60. [DOI: 10.1016/j.toxicon.2009.08.012] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2009] [Revised: 07/13/2009] [Accepted: 08/17/2009] [Indexed: 12/24/2022]
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17
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Oren M, Escande ML, Paz G, Fishelson Z, Rinkevich B. Urochordate histoincompatible interactions activate vertebrate-like coagulation system components. PLoS One 2008; 3:e3123. [PMID: 18769590 PMCID: PMC2527998 DOI: 10.1371/journal.pone.0003123] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2008] [Accepted: 08/11/2008] [Indexed: 01/12/2023] Open
Abstract
The colonial ascidian Botryllus schlosseri expresses a unique allorecognition system. When two histoincompatible Botryllus colonies come into direct contact, they develop an inflammatory-like rejection response. A surprising high number of vertebrates' coagulation genes and coagulation-related domains were disclosed in a cDNA library of differentially expressed sequence tags (ESTs), prepared for this allorejection process. Serine proteases, especially from the trypsin family, were highly represented among Botryllus library ortholgues and its “molecular function” gene ontology analysis. These, together with the built-up clot-like lesions in the interaction area, led us to further test whether a vertebrate-like clotting system participates in Botryllus innate immunity. Three morphologically distinct clot types (points of rejection; POR) were followed. We demonstrated the specific expression of nine coagulation orthologue transcripts in Botryllus rejection processes and effects of the anti-coagulant heparin on POR formation and heartbeats. In situ hybridization of fibrinogen and von Willebrand factor orthologues elucidated enhanced expression patterns specific to histoincompatible reactions as well as common expressions not augmented by innate immunity. Immunohistochemistry for fibrinogen revealed, in naïve and immune challenged colonies alike, specific antibody binding to a small population of Botryllus compartment cells. Altogether, molecular, physiological and morphological outcomes suggest the involvement of vertebrates-like coagulation elements in urochordate immunity, not assigned with vasculature injury.
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Affiliation(s)
- Matan Oren
- Israel Oceanographic and Limnological Research, National Institute of Oceanography, Haifa, Israel.
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Macedo-Ribeiro S, Almeida C, Calisto BM, Friedrich T, Mentele R, Stürzebecher J, Fuentes-Prior P, Pereira PJB. Isolation, cloning and structural characterisation of boophilin, a multifunctional Kunitz-type proteinase inhibitor from the cattle tick. PLoS One 2008; 3:e1624. [PMID: 18286181 PMCID: PMC2230226 DOI: 10.1371/journal.pone.0001624] [Citation(s) in RCA: 90] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2007] [Accepted: 01/20/2008] [Indexed: 11/19/2022] Open
Abstract
Inhibitors of coagulation factors from blood-feeding animals display a wide variety of structural motifs and inhibition mechanisms. We have isolated a novel inhibitor from the cattle tick Boophilus microplus, one of the most widespread parasites of farm animals. The inhibitor, which we have termed boophilin, has been cloned and overexpressed in Escherichia coli. Mature boophilin is composed of two canonical Kunitz-type domains, and inhibits not only the major procoagulant enzyme, thrombin, but in addition, and by contrast to all other previously characterised natural thrombin inhibitors, significantly interferes with the proteolytic activity of other serine proteinases such as trypsin and plasmin. The crystal structure of the bovine α-thrombin·boophilin complex, refined at 2.35 Å resolution reveals a non-canonical binding mode to the proteinase. The N-terminal region of the mature inhibitor, Q16-R17-N18, binds in a parallel manner across the active site of the proteinase, with the guanidinium group of R17 anchored in the S1 pocket, while the C-terminal Kunitz domain is negatively charged and docks into the basic exosite I of thrombin. This binding mode resembles the previously characterised thrombin inhibitor, ornithodorin which, unlike boophilin, is composed of two distorted Kunitz modules. Unexpectedly, both boophilin domains adopt markedly different orientations when compared to those of ornithodorin, in its complex with thrombin. The N-terminal boophilin domain rotates 9° and is displaced by 6 Å, while the C-terminal domain rotates almost 6° accompanied by a 3 Å displacement. The reactive-site loop of the N-terminal Kunitz domain of boophilin with its P1 residue, K31, is fully solvent exposed and could thus bind a second trypsin-like proteinase without sterical restraints. This finding explains the formation of a ternary thrombin·boophilin·trypsin complex, and suggests a mechanism for prothrombinase inhibition in vivo.
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Affiliation(s)
- Sandra Macedo-Ribeiro
- Centro de Neurociências e Biologia Celular (CNC), Coimbra, Portugal
- Instituto de Biologia Molecular e Celular (IBMC), Universidade do Porto, Porto, Portugal
| | - Carla Almeida
- Centro de Neurociências e Biologia Celular (CNC), Coimbra, Portugal
| | - Bárbara M. Calisto
- Instituto de Biologia Molecular e Celular (IBMC), Universidade do Porto, Porto, Portugal
| | | | | | | | - Pablo Fuentes-Prior
- Cardiovascular Research Center, Consejo Superior de Investigaciones Científicas (CSIC)-Institut Català de Ciències Cardiovasculars (ICCC), Barcelona, Spain
- *E-mail: (PF); (PP)
| | - Pedro José Barbosa Pereira
- Instituto de Biologia Molecular e Celular (IBMC), Universidade do Porto, Porto, Portugal
- *E-mail: (PF); (PP)
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Pugia MJ, Valdes R, Jortani SA. Bikunin (Urinary Trypsin Inhibitor): Structure, Biological Relevance, And Measurement. Adv Clin Chem 2007; 44:223-45. [PMID: 17682344 DOI: 10.1016/s0065-2423(07)44007-0] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Inflammatory processes, such as phagocytosis, coagulation, and vascular dilation, promote the release of serine proteases by neutrophils, macrophages, mast cells, lymphocytes, and the epithelial or endothelial cells. These proteases further facilitate the release of inflammatory cytokines and growth factors as well as take part in signal-cell proliferation through protease-activated receptors (PARs). Controlling the action of this cascade is necessary to prevent further damage to the normal tissues. One of the main anti-inflammatory response mediators is bikunin (Bik) that is responsible for inhibiting the activity of many serine proteases such as trypsin, thrombin, chymotrypsin, kallikrein, plasmin, elastase, cathepsin, Factors IXa, Xa, XIa, and XlIa. During the acute-phase response, Bik is released into plasma from proinhibitors primarily due to increased elastase activity. Bik is a glycoprotein, also referred to as urinary trypsin inhibitor, which in plasma inhibits the trypsin family of serine proteases by binding to either of the two Kunitz-binding domains. Bik also accumulates in urine. In conditions such as infection, cancer, tissue injury during surgery, kidney disease, vascular disease, coagulation, and diabetes, the concentrations of Bik in plasma and urine are increased. Several trypsin inhibitory assays for urine and immunoassays for both blood and urine have been described for measuring Bik. In addition to presenting the synthesis, structure, and pathophysiology of Bik, we will summarize various diagnostic approaches for measuring Bik. Analysis of Bik may provide a rapid approach in assessing various conditions involving the inflammatory processes.
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Affiliation(s)
- Michael J Pugia
- Siemens Medical Solutions Diagnostics, Tarrytown, New York, USA
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20
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Yan FJ, Chen CP, Cheng YC, Chang LS. Mutagenesis Studies on the N-terminus and Thr54 of Naja naja atra (Taiwan cobra) Chymotrypsin Inhibitor. Protein J 2006; 25:257-62. [PMID: 16703468 DOI: 10.1007/s10930-006-9009-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Ala-screening mutagenesis studies on Arg1, Pro2, Arg3, Phe4 and Thr54 of Naja naja atra (Taiwan cobra) chymotrypsin inhibitor showed that inhibitory potency and gross conformation of the mutants were not significantly different from those of wild-type inhibitor. Nevertheless, the R1A mutant had an appreciable decrease in the structural stability underlying thermal unfolding and urea-induced denaturation. Alternatively, deleting the first three residues at the N-terminus caused a reduction in structural stability as well as inhibitory potency. In sharp contrast to wild-type and other mutated inhibitors, R1A mutant and truncated mutant completely lost their inhibitory activity when the inhibitors were incubated with chymotrypsin for periods of up to 3 h. The loss of activity correlated with chymotryptic cleavage of inhibitors as evidenced by SDA-PAGE. Taken together, these results reflect that the globally structural rigidity of N. naja atra chymotrypsin inhibitor functionally affects the sustainable period in inhibiting chymotrypsin activity, and that the intact N-terminus might contribute to this event.
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Affiliation(s)
- Fang-Jiun Yan
- Institute of Biomedical Sciences, National Sun Yat-Sen University, Kaohsiung, 804, Taiwan
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Navaneetham D, Jin L, Pandey P, Strickler JE, Babine RE, Abdel-Meguid SS, Walsh PN. Structural and mutational analyses of the molecular interactions between the catalytic domain of factor XIa and the Kunitz protease inhibitor domain of protease nexin 2. J Biol Chem 2005; 280:36165-75. [PMID: 16085935 DOI: 10.1074/jbc.m504990200] [Citation(s) in RCA: 56] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
Factor XIa (FXIa) is a serine protease important for initiating the intrinsic pathway of blood coagulation. Protease nexin 2 (PN2) is a Kunitz-type protease inhibitor secreted by activated platelets and a physiologically important inhibitor of FXIa. Inhibition of FXIa by PN2 requires interactions between the two proteins that are confined to the catalytic domain of the enzyme and the Kunitz protease inhibitor (KPI) domain of PN2. Recombinant PN2KPI and a mutant form of the FXI catalytic domain (FXIac) were expressed in yeast, purified to homogeneity, co-crystallized, and the structure of the complex was solved at 2.6 angstroms (Protein Data Bank code 1ZJD). In this complex, PN2KPI has a characteristic, disulfide-stabilized double loop structure that fits into the FXIac active site. To determine the contributions of residues within PN2KPI to its inhibitory activity, selected point mutations in PN2KPI loop 1 11TGPCRAMISR20 and loop 2 34FYGGC38 were tested for their ability to inhibit FXIa. The P1 site mutation R15A completely abolished its ability to inhibit FXIa. IC50 values for the wild type protein and the remaining mutants were as follows: PN2KPI WT, 1.28 nM; P13A, 5.92 nM; M17A, 1.62 nM; S19A, 1.86 nM; R20A, 5.67 nM; F34A, 9.85 nM. The IC50 values for the M17A and S19A mutants were not significantly different from those obtained with wild type PN2KPI. These functional studies and activated partial thromboplastin time analysis validate predictions made from the PN2KPI-FXIac co-crystal structure and implicate PN2KPI residues, in descending order of importance, Arg15, Phe34, Pro13, and Arg20 in FXIa inhibition by PN2KPI.
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Affiliation(s)
- Duraiswamy Navaneetham
- Sol Sherry Thrombosis Research Center, Temple University School of Medicine, Philadelphia, Pennsylvania 19140, USA
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McFarland BJ, Katz JF, Sant AJ, Beeson C. Energetics and Cooperativity of the Hydrogen Bonding and Anchor Interactions that Bind Peptides to MHC Class II Protein. J Mol Biol 2005; 350:170-83. [PMID: 15921691 DOI: 10.1016/j.jmb.2005.04.069] [Citation(s) in RCA: 37] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2005] [Revised: 04/26/2005] [Accepted: 04/27/2005] [Indexed: 10/25/2022]
Abstract
The complexity of the interaction between major histocompatibility complex class II (MHC II) proteins and peptide ligands has been revealed through structural studies and crystallographic characterization. Peptides bind through side-chain "anchor" interactions with MHC II pockets and an extensive array of genetically conserved hydrogen bonds to the peptide backbone. Here we quantitatively investigate the kinetic hierarchy of these interactions. We present results detailing the impact of single side-chain mutations of peptide anchor residues on dissociation rates, utilizing two I-A(d)-restricted peptides, one of which has a known crystal structure, and 24 natural and non-natural amino acid mutant variants of these peptides. We find that the N-terminal P1, P4 and P6 anchor-pocket interactions can make significant contributions to binding stability. We also investigate the interactions of these peptides with four I-A(d) MHC II proteins, each mutated to disrupt conserved hydrogen bonds to the peptide backbone. These complexes exhibit kinetic behavior suggesting that binding energy is disproportionately invested near the peptide N terminus for backbone hydrogen bonds. We then evaluate the effects of simultaneously modifying both anchor and hydrogen bonding interactions. A quantitative analysis of 71 double mutant cycles reveals that there is little apparent cooperativity between anchor residue interactions and hydrogen bonds, even when they are directly adjacent (<5A).
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Cheng YC, Yan FJ, Chang LS. Taiwan cobra chymotrypsin inhibitor: cloning, functional expression and gene organization. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2005; 1747:213-20. [PMID: 15698956 DOI: 10.1016/j.bbapap.2004.11.006] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2004] [Revised: 11/16/2004] [Accepted: 11/16/2004] [Indexed: 10/26/2022]
Abstract
A cDNA encoding chymotrypsin inhibitor was constructed from the cellular RNA isolated from the venom glands of Naja atra (Taiwan cobra). The resultant amino acid sequence showed that the mature protein is comprised of 57 amino acid residues with six cysteine residues. Cloned protein was expressed and isolated from the inclusion bodies of E. coli and refolded into a functional protein in vitro. Deleting the first three residues at its N-terminus caused a moderate increase in the inhibitory constant (K(i)) against chymotrypsin. The genomic DNA encoding the chymotrypsin inhibitor was amplified by PCR. The gene shares virtually an identical structural organization with the beta-bungarotoxin B1 chain (a snake Kunitz/BPTI neurotoxic homolog) gene. Moreover, the overall sequence identity of the N. atra chymotrypsin inhibitor and beta-bungarotoxin B1 chain genes was up to 83%. These findings strongly suggest that snake Kunitz/BPTI protease inhibitors and neurotoxic homologs may have originated from a common ancestor.
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Affiliation(s)
- Yun-Ching Cheng
- Institute of Biomedical Sciences, National Sun Yat-Sen University, Kaohsiung 804, Taiwan
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24
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Kang HM, Kalnoski MH, Frederick M, Chandler WL. The kinetics of plasmin inhibition by aprotinin in vivo. Thromb Res 2005; 115:327-40. [PMID: 15668193 DOI: 10.1016/j.thromres.2004.09.015] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2004] [Revised: 09/21/2004] [Accepted: 09/21/2004] [Indexed: 11/17/2022]
Abstract
INTRODUCTION The purpose of this study was to estimate, in patients undergoing cardiopulmonary bypass (CPB), the in vivo rates of tissue plasminogen activator (tPA) and plasminogen activator inhibitor 1 (PAI-1) secretion, plasmin generation, fibrin degradation, and plasmin inhibition by aprotinin versus antiplasmin. MATERIALS AND METHODS Estimates of in vivo rates were based on measured levels of tPA, PAI-1, antiplasmin, plasmin-antiplasmin complex (PAP), total aprotinin, plasmin-aprotinin complex and D-dimer, combined with a computer model of each patient's vascular system that continuously accounted for secretion, clearance, hemodilution, blood loss and transfusion. Plasmin regulation was studied in nine control patients undergoing CPB without aprotinin versus six patients treated with aprotinin. RESULTS In controls, plasmin-antiplasmin levels rose from a baseline of 3.0+/-0.9 to a peak of 8.1+/-2.7 nmol/L after CPB due to an average 44-fold rise in the plasmin generation rate. This rise in plasmin generation during CPB lead to increased fibrin degradation causing D-dimer levels to increase from a baseline of 1.2+/-0.6 to a peak of 9.7+/-4.4 nmol/L due to an average 74-fold rise in the D-dimer generation rate. During CPB in the aprotinin group, plasmin-antiplasmin levels dropped, plasmin-aprotinin complex levels rose, while D-dimer levels remained unchanged from baseline. Compared to controls, the aprotinin group showed similar rates of plasmin generation during CPB, but an 11-fold faster plasmin inhibition rate and a 10-fold lower D-dimer generation rate. CONCLUSIONS The rise in plasmin generation and fibrin degradation that occurs during standard CPB is suppressed by the addition of aprotinin, which returns the patient to near baseline fibrin degradation rates during CPB.
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Affiliation(s)
- Hyoung-Min Kang
- Department of Laboratory Medicine, Box 357110, University of Washington, Seattle, WA 98195-7110, USA
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25
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Chand HS, Schmidt AE, Bajaj SP, Kisiel W. Structure-Function Analysis of the Reactive Site in the First Kunitz-type Domain of Human Tissue Factor Pathway Inhibitor-2. J Biol Chem 2004; 279:17500-7. [PMID: 14970225 DOI: 10.1074/jbc.m400802200] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Human tissue factor pathway inhibitor-2 (TFPI-2) is a Kunitz-type proteinase inhibitor that regulates a variety of serine proteinases involved in coagulation and fibrinolysis through their non-productive interaction with a P(1) residue (Arg-24) in its first Kunitz-type domain (KD1). Previous kinetic studies revealed that TFPI-2 was a more effective inhibitor of plasmin than several other serine proteinases, but the molecular basis for this specificity was unclear. In this study, we employed molecular modeling and mutagenesis strategies to produce several variants of human TFPI-2 KD1 in an effort to identify interactive site residues other than the P(1) Arg that contribute significantly to its inhibitory activity and specificity. Molecular modeling of KD1 based on the crystal structure of bovine pancreatic trypsin inhibitor revealed that KD1 formed a more energetically favorable complex with plasmin versus trypsin and/or the factor VIIa-tissue factor complex primarily due to strong ionic interactions between Asp-19 (P(6)) and Arg residues in plasmin (Arg-644, Arg-719, and Arg-767), Arg-24 (P(1)) with Asp-735 in plasmin, and Arg-29 (P(5)') with Glu-606 in plasmin. In addition, Leu-26 through Leu-28 (P(2)'-P(4)') in KD1 formed strong van der Waals contact with a hydrophobic cluster in plasmin (Phe-583, Met-585, and Phe-587). Mutagenesis of Asp-19, Tyr-20, Arg-24, Arg-29, and Leu-26 in KD1 resulted in substantial reductions in plasmin inhibitory activity relative to wild-type KD1, but the Asp-19 and Tyr-20 mutations revealed the importance of these residues in the specific inhibition of plasmin. In addition to the reactive site residues in the P(6)-P(5)' region of KD1, mutation of a highly conserved Phe at the P(18)' position revealed the importance of this residue in the inhibition of serine proteinases by KD1. Thus, together with the P(1) residue, the nature of other residues flanking the P(1) residue, particularly at P(6) and P(5)', strongly influences the inhibitory activity and specificity of human TFPI-2.
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Affiliation(s)
- Hitendra S Chand
- Department of Pathology, University of New Mexico Health Sciences Center, Albuquerque, New Mexico 87131, USA
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Vaporciyan AA, Putnam JB, Smythe WR. The potential role of aprotinin in the perioperative management of malignant tumors. J Am Coll Surg 2004; 198:266-78. [PMID: 14759785 DOI: 10.1016/j.jamcollsurg.2003.09.022] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2003] [Revised: 09/10/2003] [Accepted: 09/16/2003] [Indexed: 11/19/2022]
Affiliation(s)
- Ara A Vaporciyan
- Department of Thoracic and Cardiovascular Surgery, The University of Texas M.D. Anderson Cancer Center, 1515 Holcombe Boulevard, Box 445, Houston, TX 77030, USA
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Lorentsen RH, Møller CH, Etzerodt M, Thøgersen HC, Holtet TL. Substrate turnover and inhibitor binding as selection parameters in directed evolution of blood coagulation factor Xa. Org Biomol Chem 2003; 1:1657-63. [PMID: 12926352 DOI: 10.1039/b210149a] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
A library of blood coagulation factor Xa (FXa)-trypsin hybrid proteases was generated and displayed on phage for selection of derivatives with the domain "architecture" of trypsin and the specificity of FXa. Selection based on binding to soybean trypsin inhibitor only provided enzymatically inactive derivatives, due to a specific mutation of serine 195 of the catalytic triad to a glycine, revealing a significant selection pressure for proteolytic inactive derivatives. By including a FXa peptide substrate in the selection mixture, the majority of the clones had retained serine at position 195 and were enzymatically active after selection. Further, with the inclusion of bovine pancreatic trypsin inhibitor, in addition to the peptide substrate, the selected clones also retained FXa specificity after selection. This demonstrates that affinity selection combined with appropriate deselection provides a simple strategy for selection of enzyme derivatives that catalyse a specific reaction.
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Affiliation(s)
- Rikke H Lorentsen
- Department of Molecular Biology, University of Aarhus, Gustav Wieds Vej 10, DK-8000 Aarhus C, Denmark
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Mandal S, Kundu P, Roy B, Mandal RK. Precursor of the inactive 2S seed storage protein from the Indian mustard Brassica juncea is a novel trypsin inhibitor. Charaterization, post-translational processing studies, and transgenic expression to develop insect-resistant plants. J Biol Chem 2002; 277:37161-8. [PMID: 12147695 DOI: 10.1074/jbc.m205280200] [Citation(s) in RCA: 42] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
A number of trypsin inhibitor (TI) genes have been used to generate insect-resistant plants. Here we report a novel trypsin inhibitor from Indian mustard Brassica juncea (BjTI) that is unique in being the precursor of a 2S seed storage protein. The inhibitory activity is lost upon processing. The predicted amino acid sequence of the precursor based on the B. juncea 2S albumin (Bj2S) gene cloned and sequenced in this laboratory (Bj2Sc; GenBank(TM) accession number ) showed a soybean-TI active site-like motif GPFRI at the expected processing site. The BjTI was found to be a thermostable Kunitz type TI that inhibits trypsin at a molar ratio of 1:1. The 20-kDa BjTI was purified from midmature seeds and found to be processed in vitro to 9- and 4-kDa subunits upon incubation with seed extract. The Bj2Sc sequence was expressed in Escherichia coli pET systems as the inhibitor precursor. The radiolabeled gene product was expressed in vitro in a coupled transcription-translation system and showed the expected processing into subunits. Two in vitro expressed pre-2S proteins, mutated at Gly and Asp residues, were processed normally to mature subunits, showing thereby no absolute requirement of Gly and Asp residues for processing. Finally, the 2S gene was introduced into tobacco and tomato plants. Third generation transgenics expressing BjTI at 0.28-0.83% of soluble leaf proteins showed remarkable resistance against the tobacco cutworm, Spodoptera litura. This novel TI can be used in transforming seed crops for protection to their vegetative parts and early seed stages, when insect damage is maximal; as the seeds mature, the TI will be naturally processed to the inactive storage protein that is safe for consumption.
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Affiliation(s)
- Surekha Mandal
- Department of Biochemistry, Bose Institute, Calcutta 700054, India
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Kojima S, Hisano Y. Requirement for hydrophobic Phe residues in Pleurotus ostreatus proteinase A inhibitor 1 for stable inhibition. Protein Eng Des Sel 2002; 15:325-9. [PMID: 11983933 DOI: 10.1093/protein/15.4.325] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Pleurotus ostreatus proteinase A inhibitor 1 (POIA1) has been shown to be unique among the various serine protease inhibitors in that its C-terminal region appears to be the reactive site responsible for its inhibitory action toward proteases. To investigate in more detail the mechanism of inhibition by POIA1, we have been studying its structural requirements for stable inhibition of proteases. In this study, we focused on hydrophobic Phe residues, which are generally located in the interior of protein molecules. A Phe-->Ala replacement at position 44 or 56 was introduced into a 'parent' mutant of POIA1 that had been converted into a strong and resistant inhibitor of subtilisin BPN' by replacement of its six C-terminal residues with those of the propeptide of subtilisin BPN' and the effects on inhibitory properties and structural stability were examined. Both of the mutated POIA1 molecules not only were found to exhibit decreased ability to bind to subtilisin BPN' (80-fold for the F44A mutant and 13-fold for the F56A mutant), but were also converted to temporary inhibitors that were degraded by the protease. The structural stability of the mutated POIA1 was also lowered, as shown by a 13 degrees C decrease in melting temperature for the F56A mutant. In particular, the F44A mutant was found to lose its tertiary structure, as judged from the circular dichroism spectrum, demonstrating that Phe44 is a strict requirement for structural formation by the POIA1 molecule. These results clearly indicate that stabilization of POIA1 by hydrophobic residues in its molecular interior is required for stable inhibition of the protease. This requirement for a stable tertiary structure is shared with other serine protease inhibitors, but other structural requirements seem to differ, in that strong binding with the protease is required for POIA1 whereas conformational rigidity around the reactive site is essential for many other protease inhibitors.
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Affiliation(s)
- Shuichi Kojima
- Institute for Biomolecular Science, Gakushuin University, Mejiro, Tokyo 171-8588, Japan.
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Buczek O, Koscielska-Kasprzak K, Krowarsch D, Dadlez M, Otlewski J. Analysis of serine proteinase-inhibitor interaction by alanine shaving. Protein Sci 2002; 11:806-19. [PMID: 11910024 PMCID: PMC2373526 DOI: 10.1110/ps.3510102] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2001] [Accepted: 11/30/2001] [Indexed: 10/17/2022]
Abstract
We analyzed the energetic importance of residues surrounding the hot spot (the P(1) position) of bovine pancreatic trypsin inhibitor (BPTI) in interaction with two proteinases, trypsin and chymotrypsin, by a procedure called molecular shaving. One to eight residues of the structural epitope, composed of two extended and exposed loops, were mutated to alanine(s). Although truncation of the side chains of residues surrounding the P(1) position to methyl groups caused a decrease in Delta G(den) values up to 6.4 kcal mole(-1), it did not influence the overall conformation of the inhibitor. We found that the replacement of up to six residues with alanines was fully additive at the level of protein stability. To analyze the influence of the structural epitope on the association energy, we determined association constants for BPTI variants and both enzymes and applied the additivity analysis. Shaving of two binding loops led to a progressive drop in the association energy, more pronounced for trypsin (decrease up to 9.6 kcal mole(-1)) than chymotrypsin (decrease up to 3.5 kcal mole(-1)). In the case of extensively mutated variants interacting with chymotrypsin, the association energies agreed very well with the values calculated from single mutational effects. However, when P(1)-neighboring residues were shaved to alanine(s), their contribution to the association energy was not fully removed because of the presence of methyl groups and main chain-main chain intermolecular hydrogen bonds. Moreover, the hot spot had a different contribution to the complex stability in the fully shaved BPTI variant compared with the wild type, which was caused by perturbations of the P(1)-S(1) electrostatic interaction.
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Affiliation(s)
- Olga Buczek
- Laboratory of Protein Engineering, Institute of Biochemistry and Molecular Biology, University of Wroclaw, 50-137 Wroclaw, Poland
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McFarland BJ, Beeson C. Binding interactions between peptides and proteins of the class II major histocompatibility complex. Med Res Rev 2002; 22:168-203. [PMID: 11857638 DOI: 10.1002/med.10006] [Citation(s) in RCA: 83] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
The activation of helper T cells by peptides bound to proteins of the class II Major Histocompatibility Complex (MHC II) is pivotal to the initiation of an immune response. The primary functional requirement imposed on MHC II proteins is the ability to efficiently bind thousands of different peptides. Structurally, this is reflected in a unique architecture of binding interactions. The peptide is bound in an extended conformation within a groove on the membrane distal surface of the protein that is lined with several pockets that can accommodate peptide side-chains. Conserved MHC II protein residues also form hydrogen bonds along the length of the peptide main-chain. Here we review recent advances in the study of peptide-MHC II protein reactions that have led to an enhanced understanding of binding energetics. These results demonstrate that peptide-MHC II protein complexes achieve high affinity binding from the array of hydrogen bonds that are energetically segregated from the pocket interactions, which can then add to an intrinsic hydrogen bond-mediated affinity. Thus, MHC II proteins are unlike antibodies, which utilize cooperativity among binding interactions to achieve high affinity and specificity. The significance of these observations is discussed within the context of possible mechanisms for the HLA-DM protein that regulates peptide presentation in vivo and the design of non-peptide molecules that can bind MHC II proteins and act as vaccines or immune modulators.
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Affiliation(s)
- Benjamin J McFarland
- Program in Biomolecular Structure and Design, Department of Chemistry, University of Washington, Box 351700, Seattle, Washington 98195-1700
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Kiczak L, Kasztura M, Koscielska-Kasprzak K, Dadlez M, Otlewski J. Selection of potent chymotrypsin and elastase inhibitors from M13 phage library of basic pancreatic trypsin inhibitor (BPTI). BIOCHIMICA ET BIOPHYSICA ACTA 2001; 1550:153-63. [PMID: 11755204 DOI: 10.1016/s0167-4838(01)00282-5] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
The combinatorial approach offered by phage display has proved to be powerful in obtaining novel variants of canonical inhibitors of serine proteinases that show new binding patterns. We applied this strategy to search for variants of basic pancreatic trypsin inhibitor (BPTI) that would be strong inhibitors of two serine proteinases: bovine alpha-chymotrypsin and porcine pancreatic elastase. BPTI only moderately inhibits the first and does not inhibit the second enzyme. A representative library of 3.2 x 10(4) BPTI variants, randomized at P(1), P(1)', P(2)' and P(3)' positions of the proteinase binding loop, was displayed on the surface of phage M13. After four to five rounds of selection on the target proteinase consensus sequences of the inhibitor binding loop were obtained. In both cases, the variants selected differed from BPTI at two to four positions, with a strong preference for selection of hydrophobic residues. Nevertheless, five of these variants expressed in a free form appeared to be correctly folded, stable proteins, and did not aggregate during thermal denaturation. The midpoints of the thermal unfolding curves of these variants were lowered by 5-20 degrees C as compared to BPTI. The expressed variants proved to be new potent inhibitors of the target enzymes with association constants up to 6.9 x 10(9) M(-1) and 3.7 x 10(10) M(-1) for elastase and chymotrypsin, respectively. Thus, the inhibitory properties of BPTI were improved by as much as 7 x 10(6)-fold towards elastase and 420-fold towards chymotrypsin.
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Affiliation(s)
- L Kiczak
- Lavoratory of Protein Engineering, Institute of Biochemistry and Molecular Biology, University of Wroclaw, Tamka 2, 50-137 Wroclaw, Poland
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