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Modeling Thrombin Generation in Plasma under Diffusion and Flow. Biophys J 2020; 119:162-181. [PMID: 32544388 DOI: 10.1016/j.bpj.2020.04.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Revised: 04/03/2020] [Accepted: 04/23/2020] [Indexed: 11/21/2022] Open
Abstract
We investigate the capacity of published numerical models of thrombin generation to reproduce experimentally observed threshold behavior under conditions in which diffusion and/or flow are important. Computational fluid dynamics simulations incorporating species diffusion, fluid flow, and biochemical reactions are compared with published data for thrombin generation in vitro in 1) quiescent plasma exposed to patches of tissue factor and 2) plasma perfused through a capillary coated with tissue factor. Clot time is correctly predicted in individual cases, and some models qualitatively replicate thrombin generation thresholds across a series of tissue factor patch sizes or wall shear rates. Numerical results suggest that there is not a genuine patch size threshold in quiescent plasma-clotting always occurs given enough time-whereas the shear rate threshold observed under flow is a genuine physical limit imposed by flow-mediated washout of active coagulation factors. Despite the encouraging qualitative results obtained with some models, no single model robustly reproduces all experiments, demonstrating that greater understanding of the underlying reaction network, and particularly of surface reactions, is required. In this direction, additional simulations provide evidence that 1) a surface-localized enzyme, speculatively identified as meizothrombin, is significantly active toward the fluorescent thrombin substrate used in the experiments or, less likely, 2) thrombin is irreversibly inhibited at a faster-than-expected rate, possibly explained by a stimulatory effect of plasma heparin on antithrombin. These results highlight the power of simulation to provide novel mechanistic insights that augment experimental studies and build our understanding of complex biophysicochemical processes. Further validation work is critical to unleashing the full potential of coagulation models as tools for drug development and personalized medicine.
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Ta DT, Guedens W, Vranken T, Vanschoenbeek K, Steen Redeker E, Michiels L, Adriaensens P. Enhanced Biosensor Platforms for Detecting the Atherosclerotic Biomarker VCAM1 Based on Bioconjugation with Uniformly Oriented VCAM1-Targeting Nanobodies. BIOSENSORS-BASEL 2016; 6:bios6030034. [PMID: 27399790 PMCID: PMC5039653 DOI: 10.3390/bios6030034] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/31/2016] [Revised: 06/27/2016] [Accepted: 06/29/2016] [Indexed: 01/05/2023]
Abstract
Surface bioconjugation of biomolecules has gained enormous attention for developing advanced biomaterials including biosensors. While conventional immobilization (by physisorption or covalent couplings using the functional groups of the endogenous amino acids) usually results in surfaces with low activity, reproducibility and reusability, the application of methods that allow for a covalent and uniformly oriented coupling can circumvent these limitations. In this study, the nanobody targeting Vascular Cell Adhesion Molecule-1 (NbVCAM1), an atherosclerotic biomarker, is engineered with a C-terminal alkyne function via Expressed Protein Ligation (EPL). Conjugation of this nanobody to azidified silicon wafers and Biacore™ C1 sensor chips is achieved via Copper(I)-catalyzed azide-alkyne cycloaddition (CuAAC) “click” chemistry to detect VCAM1 binding via ellipsometry and surface plasmon resonance (SPR), respectively. The resulting surfaces, covered with uniformly oriented nanobodies, clearly show an increased antigen binding affinity, sensitivity, detection limit, quantitation limit and reusability as compared to surfaces prepared by random conjugation. These findings demonstrate the added value of a combined EPL and CuAAC approach as it results in strong control over the surface orientation of the nanobodies and an improved detecting power of their targets—a must for the development of advanced miniaturized, multi-biomarker biosensor platforms.
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Affiliation(s)
- Duy Tien Ta
- Biomolecule Design Group, Institute for Materials Research (IMO), Hasselt University, Diepenbeek BE-3590, Belgium.
- Faculty of Food Technology and Biotechnology, Can Tho University of Technology, Can Tho 900000, Vietnam.
| | - Wanda Guedens
- Biomolecule Design Group, Institute for Materials Research (IMO), Hasselt University, Diepenbeek BE-3590, Belgium.
| | - Tom Vranken
- Biomolecule Design Group, Institute for Materials Research (IMO), Hasselt University, Diepenbeek BE-3590, Belgium.
| | - Katrijn Vanschoenbeek
- Immunology and Biochemistry, Biomedical Research Institute (Biomed) and School of Life Sciences, Transnationale Universiteit Limburg, Hasselt University, Diepenbeek BE-3590, Belgium.
| | - Erik Steen Redeker
- Maastricht Science Programme, Maastricht University, Maastricht 6200 MD, The Netherlands.
| | - Luc Michiels
- Immunology and Biochemistry, Biomedical Research Institute (Biomed) and School of Life Sciences, Transnationale Universiteit Limburg, Hasselt University, Diepenbeek BE-3590, Belgium.
| | - Peter Adriaensens
- Biomolecule Design Group, Institute for Materials Research (IMO), Hasselt University, Diepenbeek BE-3590, Belgium.
- Applied and Analytical Chemistry, Institute for Materials Research (IMO), Hasselt University, Diepenbeek BE-3590, Belgium.
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Wikström A, Deinum J. Probing the interaction of coagulation factors with phospholipid vesicle surfaces by surface plasma resonance. Anal Biochem 2006; 362:98-107. [PMID: 17239338 DOI: 10.1016/j.ab.2006.12.009] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2006] [Revised: 12/04/2006] [Accepted: 12/05/2006] [Indexed: 10/23/2022]
Abstract
The dynamics of the binding of human coagulation factor Xa (FXa) and prothrombin to small unilamellar vesicles (25% phosphatidylserine, 75% phosphatidylcholine) were compared and quantified by Biacore, using two immobilization techniques. The vesicles were either tagged with different molar ratios of cholesterol-DNA and attached on Au chips or fused directly on L1 chips. The diameter in solution was 145 nm, but the more DNA tags/vesicle the more compressed the immobilized vesicles became; with 30 DNA tags the calculated thickness was 88 nm and with 1 DNA tag it was 138 nm. In both models the affinity for the vesicles was higher for the activated coagulation factors than for the corresponding zymogens. FXa and prothrombin had the highest affinities. The affinity was dependent on the vesicle preparation since overall K(D) values were up to 10 times lower for N(2)-dried than for vacuum-dried phospholipids, although with apparently fewer binding sites. However, compression of the vesicles had no effect on the K(D). In contrast, the rate constants were dependent on the number of DNA tags; thus deformation of the vesicles was observed. The k(a) and k(d) for FXa were similar for vesicles attached with 30 DNA tags or fused on the L1 chip but higher with fewer tags and approximately 10 times higher if attached with 1 tag. Thus for controlled kinetic studies immobilized DNA-tagged vesicles should be used.
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Affiliation(s)
- Angelica Wikström
- Department of Applied Physics, Chalmers University of Technology, S-431 90 Göteborg, Sweden
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Speijer H, Laterveer-Vreeswijk RH, Glatz JFC, Nieuwenhuizen W, Hermens WT. One-step immunoassay for measuring protein concentrations in plasma, based on precipitate-enhanced ellipsometry. Anal Biochem 2004; 326:257-61. [PMID: 15003565 DOI: 10.1016/j.ab.2003.12.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2003] [Indexed: 11/21/2022]
Abstract
Standard enzyme immunoassays (EIAs) require washing steps to remove excess enzyme-antibody complexes. Such washing is laborious, lengthens assay time, and increases assay scatter. Recently, so-called precipitate-enhanced immunoassays (PEIAs) were introduced. Instead of color formation due to enzymatic conversion of a chromogenic substrate, this technique measures the rate of precipitate formation due to conversion of a substrate with a precipitating product. Such precipitation can be measured in the presence of active enzyme-antibody complexes in the buffer and no washing is required. In the present study this technique was used in a one-step PEIA, without washing steps, for the measurement of plasma concentrations of fatty-acid-binding protein. Horseradish peroxidase was used as tagging enzyme and diaminobenzidine as precipitating substrate. Precipitate formation was measured by ellipsometry. Assay time of the one-step PEIA was much shorter than that for an existing standard EIA. Test results can be obtained within minutes, depending on the sensitivity required. Assay precision of the one-step PEIA was better than that of the standard EIA. In the one-step assay, loss of surface-bound conjugate due to washing is prevented, which could explain part of the improved sensitivity compared to that of the two-step PEIA. More importantly, the presence of substrate-converting enzyme-antibody complexes in the buffer caused a large enhancement of precipitation.
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Affiliation(s)
- Han Speijer
- Cardiovascular Research Institute Maastricht, Maastricht University, P.O. Box 616, 6200 MD Maastricht, The Netherlands.
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Malmsten M. Studies of serum protein adsorption at phospholipid surfaces in relation to intravenous drug delivery. Colloids Surf A Physicochem Eng Asp 1999. [DOI: 10.1016/s0927-7757(99)00164-8] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Robers M, Rensink IJ, Hack CE, Aarden LA, Reutelingsperger CP, Glatz JF, Hermens WT. A new principle for rapid immunoassay of proteins based on in situ precipitate-enhanced ellipsometry. Biophys J 1999; 76:2769-76. [PMID: 10233092 PMCID: PMC1300247 DOI: 10.1016/s0006-3495(99)77430-8] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
A new technique is presented that allows measurement of protein concentrations in the picomolar range with an assay time of only 10-20 min. The method is an enzyme-linked immunosorbent assay (ELISA), but uses in-situ ellipsometric measurement of a precipitating enzyme product instead of the usual colorimetric detection of accumulating enzyme product in solution. Quantitative validation was obtained by use of annexin V, a protein with high binding affinity for phosphatidylserine-containing phospholipid membranes, resulting in a transport-limited adsorption rate. This property was exploited to obtain a range of low surface concentrations of annexin V by timed exposures of phospholipid bilayers to known concentrations of annexin V. Using polyvinylchloride (PVC)-coated and silanized silicon slides, various versions of this technique were used for the rapid assay of fatty acid-binding protein (FABP), a recently introduced early marker for acute myocardial infarction with a normal plasma concentration below 1 nmol/l, interleukin 6 (IL-6), a cytokine with normal plasma concentrations below 1 pmol/l, and again, annexin V. A possible future application of the method in the development of a one-step ELISA is discussed.
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Affiliation(s)
- M Robers
- Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, The Netherlands
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Govers-Riemslag JW, Johnsen L, Petrovan RJ, Rosing J, Tans G. A kinetic assay to determine prothrombin binding to membranes. Thromb Res 1998; 92:239-47. [PMID: 9851816 DOI: 10.1016/s0049-3848(98)00144-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
Activation of prothrombin by multisquamase, the prothrombin activator from the venom of Echis multisquamatus (Central Asian sand viper), is inhibited by membranes containing negatively charged anionic phospholipids. This inhibition appears to be due to the fact that the venom activator cannot activate membrane-bound prothrombin. Initial steady state rates of prothrombin activation by multisquamase in the presence of phospholipids appeared to depend on the fraction unbound prothrombin only and this phenomenon was used to quantitate binding of prothrombin to membranes of varying phospholipid composition. In this method, the initial rate of prothrombin activation by multisquamase is measured in the absence (total prothrombin) and in the presence of a procoagulant surface (rate depending only on free prothrombin) and from the difference in activation rates the amount of membrane-bound prothrombin is calculated. The validity of the method was established by determination of the binding parameters for prothrombin binding to 100 microM phospholipid vesicles composed of 20 mole% phosphatidylserine and 80 mole% phosphatidylcholine. The binding parameters obtained were Kd=0.84 microM and n=0.021 micromoles prothrombin bound per micromole phospholipid which is in agreement with literature. Due to the nature of the measurement the method is especially suitable to quantitate binding of prothrombin at concentrations as low as 5 nM prothrombin.
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Affiliation(s)
- J W Govers-Riemslag
- Cardiovascular Research Institute Maastricht, Maastricht University, The Netherlands.
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Spaargaren J, Giesen PL, Janssen MP, Voorberg J, Willems GM, van Mourik JA. Binding of blood coagulation factor VIII and its light chain to phosphatidylserine/phosphatidylcholine bilayers as measured by ellipsometry. Biochem J 1995; 310 ( Pt 2):539-45. [PMID: 7654192 PMCID: PMC1135928 DOI: 10.1042/bj3100539] [Citation(s) in RCA: 23] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Factor VIII is a plasma protein which plays an essential role in the coagulation system. When assembled with the enzyme Factor IXa on a phospholipid membrane, it functions as a cofactor in the enzyme complex that cleaves the zymogen Factor X to Factor Xa. We studied the binding of both Factor VIII and the Factor VIII light chain to planar phospholipid bilayers consisting of 25% dioleoylphosphatidylserine and 75% dioleoylphosphatidylcholine (PSPC) by ellipsometry. Equilibrium-binding studies revealed that both Factor VIII and its light chain bind with high affinity to PSPC bilayers. The binding affinity of Factor VIII, with a dissociation constant Kd of 0.24 nM, was comparable with that of the Factor VIII light chain (Kd 0.49 nM). Maximal binding was 2.3 mmol of protein per mol of PSPC for Factor VIII and 7.1 mmol of protein per mol of PSPC for the Factor VIII light chain. Adsorption kinetics of both Factor VIII and its light chain conformed to the classical Langmuir adsorption model yielding dissociation constants calculated from the rates of adsorption that were similar to those obtained by equilibrium-binding studies. In contrast, measurements of rates of desorption revealed a deviation from those expected for a single class of binding sites. The desorption rate of Factor VIII increased with increasing residence time on the lipid membrane. This indicates transition of Factor VIII to a configuration with a lower binding affinity. As this time-dependent change in affinity could affect the validity of the measurement of binding parameters, in particular equilibrium-binding determinations carried out on a long timescale, binding affinity was also estimated from adsorption kinetics at half-maximal surface coverage, a relatively rapid procedure for the determination of the affinity. A Kd of 0.087 nM was obtained under these conditions. Measurement of equilibrium binding to small PSPC vesicles, a system in which equilibrium is rapidly attained, resulted in similar binding parameters (Kd = 0.13 nM and a maximal binding of 2.8 mmol of protein per mol of PSPC). These data confirm the results of equilibrium binding to planar bilayers. Taken together, our results indicate that Factor VIII, by means of its 80 kDa light chain, binds to PSPC bilayers with a dissociation constant below the concentration of Factor VIII in plasma and therefore may readily bind to exposed phospholipid membranes under physiological conditions.
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Affiliation(s)
- J Spaargaren
- Department of Blood Coagulation, Central Laboratory of The Netherlands Red Cross Blood Transfusion Service, Amsterdam
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Giesen PL, Hemker HC, Hermens WT. Production of thrombin as a probe for mixing of phospholipids in membranes on solid supports. BIOCHIMICA ET BIOPHYSICA ACTA 1995; 1237:43-8. [PMID: 7619841 DOI: 10.1016/0005-2736(95)00109-g] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Phospholipid-covered solid supports have been used successfully as model membranes in studies on blood coagulation and other research fields. In order to produce such membranes, simple exposure of the support to suspensions of phospholipid vesicles was recently introduced, but questions have remained about the process of vesicle adherence to the surface and the physico-chemical properties of the resulting membranes. Using a new technique, mixing of phospholipids in such membranes was demonstrated. A rotating, hydrophilic, silicon disc was exposed in a two-step procedure to vesicles prepared from mixtures of dioleoylphosphatidylserine (DOPS) and dioleoylphosphatidylcholine (DOPC). Factor Xa, factor Va and prothrombin were added and the transport-limited production rate of thrombin was measured. For low surface coverage with 40% DOPS/60% DOPC, a much higher conversion rate was found if, prior to addition of coagulation factors, excess DOPC vesicles were added to fill up vacant surface area. It is concluded that DOPS is spread over the entire surface and that confluent bilayers are formed. The presented technique may also be used to measure lateral diffusion constants.
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Affiliation(s)
- P L Giesen
- Cardiovascular Research Institute Maastricht, University of Limburg, Maastricht, The Netherlands
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Hof M, Hutterer R, Pérez N, Ruf H, Schneider FW. Influence of vesicle curvature on fluorescence relaxation kinetics of fluorophores. Biophys Chem 1994; 52:165-72. [PMID: 17020831 DOI: 10.1016/0301-4622(94)00093-x] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/1994] [Accepted: 05/26/1994] [Indexed: 11/24/2022]
Abstract
The effect of membrane curvature on the fluorescence decay of 2-p-toluidinyl-naphthalene-6-sulfonic acid (TNS), 2-(9-anthroyloxy) stearic acid (2-AS) and 12-(9-anthroyloxy)-stearic acid (12-AS) was investigated for egg lecithin vesicles of average diameter dm = 22 nm and 250 nm. The biexponential fluorescence decay of TNS at the red edge of the emission spectrum was analysed according to the model of Gonzalo and Montoro [1]. Over the entire temperature range (1-40 degrees C) the small TNS labelled vesicles showed significantly shorter solvent relaxation times tau(r) than their larger counterparts (e.g. 1.3 ns compared with 2.1 ns at 5 degrees C), indicating a higher mobility of the hydrated headgroups in the highly curved, small vesicles. The fluorescence decay of both AS derivatives is also biexponential. While the shorter decay times (1-3 ns) are practically identical for small and large vesicles, the longer decay times (5-14 ns) are identical only for 12-AS but not for 2-AS. This indicates that the microenvironment is similar in small and large vesicles deep in the membrane in spite of the differences in curvature.
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Affiliation(s)
- M Hof
- Department of Physical Chemistry, Charles University, 128 40 Prague 2, Albertov 2030, Czech Republic
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Testing protein adsorption models by off-null ellipsometry: Determination of binding constants from a single adsorption curve. Colloids Surf A Physicochem Eng Asp 1993. [DOI: 10.1016/0927-7757(93)80319-a] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
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