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1.
Biochem Biophys Res Commun ; 426(4): 544-50, 2012 Oct 05.
Artigo em Inglês | MEDLINE | ID: mdl-22982316

RESUMO

Treatment of mesenchymal stem cells (MSCs) with fibroblast growth factor 2 (FGF-2) during monolayer expansion leads to increased expression of cartilage-related molecules during subsequent pellet chondrogenesis. This may be due to faster differentiation and/or a durable change in phenotype. In order to evaluate changes over time, we assessed chondrogenesis of human MSCs at early and late time points during pellet culture using real-time PCR, measurement of glycosaminoglycan accumulation, and histology. Marked enhancement of chondrogenesis was seen early compared to controls. However, the differences from controls in gene expression dramatically diminished over time. Depending on conditions, increases in glycosaminoglycan accumulation were maintained. These results suggest that FGF-2 can enhance the kinetics of MSC chondrogenesis, leading to early differentiation, possibly by a priming mechanism.


Assuntos
Diferenciação Celular/efeitos dos fármacos , Condrogênese/efeitos dos fármacos , Fator 2 de Crescimento de Fibroblastos/farmacologia , Células-Tronco Mesenquimais/efeitos dos fármacos , Células Cultivadas , Condrogênese/genética , Colágeno Tipo I/metabolismo , Expressão Gênica/efeitos dos fármacos , Humanos , Células-Tronco Mesenquimais/citologia
2.
Mol Med ; 17(7-8): 762-70, 2011.
Artigo em Inglês | MEDLINE | ID: mdl-21327296

RESUMO

Small sputum macrophages represent highly active cells that increase in the airways of patients with inflammatory diseases such as chronic obstructive pulmonary disease (COPD). It has been reported often that levels of cytokines, chemokines and pro-teases are increased in sputum supernatants of these patients. In COPD, the small sputum macrophages may contribute to these supernatant proteins and recruit additional cells via specific chemokine expression patterns. We therefore investigated the expression profile of chemokines in sputum macrophages obtained from COPD patients in comparison to cells from healthy donors and cells isolated after inhalation of lipopolysaccharide (LPS). We used the minimally invasive procedure of sputum induction and have purified macrophages with the RosetteSep technology. Using macrophage purification and flow cytometry we show that in COPD small sputum macrophages account for 85.9% ± 8.3% compared with 12.9% ± 7.1% of total macrophages in control donors. When looking at chemokine expression we found, for the small macrophages in COPD, increased transcript and protein levels for CCL2, CCL7, CCL13 and CCL22 with a more than 100-fold increase for CCL13 mRNA (P < 0.001). Looking at active smokers without COPD, there is a substantial increase of small macrophages to 60% ± 15% and, here, chemokine expression is increased as well. In a model of airway inflammation healthy volunteers inhaled 20 µg of lipopolysaccharide (LPS), which resulted in an increase of small sputum macrophages from 18% ± 19% to 64% ± 25%. The pattern of chemokine expression was, however, different with an upregulation for CCL2 and CCL7, while CCL13 was downregulated three-fold in the LPS-induced small macrophages. These data demonstrate that sputum macrophages in COPD show induction of a specific set of CCL chemokines, which is distinct from what can be induced by LPS.


Assuntos
Quimiocinas/genética , Macrófagos/metabolismo , Doença Pulmonar Obstrutiva Crônica/genética , Escarro/metabolismo , Transcriptoma , Administração por Inalação , Adulto , Idoso , Contagem de Células , Quimiocina CCL2/genética , Quimiocina CCL2/metabolismo , Quimiocina CCL22/genética , Quimiocina CCL22/metabolismo , Quimiocina CCL7/genética , Quimiocina CCL7/metabolismo , Quimiocinas/metabolismo , Ensaio de Imunoadsorção Enzimática , Feminino , Expressão Gênica/efeitos dos fármacos , Perfilação da Expressão Gênica , Humanos , Lipopolissacarídeos/administração & dosagem , Lipopolissacarídeos/farmacologia , Macrófagos/efeitos dos fármacos , Macrófagos/patologia , Masculino , Pessoa de Meia-Idade , Proteínas Quimioatraentes de Monócitos/genética , Proteínas Quimioatraentes de Monócitos/metabolismo , Doença Pulmonar Obstrutiva Crônica/metabolismo , Doença Pulmonar Obstrutiva Crônica/patologia , Reação em Cadeia da Polimerase Via Transcriptase Reversa
3.
Health Qual Life Outcomes ; 8: 39, 2010 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-20398326

RESUMO

BACKGROUND: The aim of this study was to measure HrQoL during acute exacerbations of COPD using generic and disease-specific instruments, and to assess completeness, proportion with best or worst health state, sensitivity to change and discriminative ability for each instrument. METHODS: EQ-5D, SF-12 and SGRQ were obtained from COPD patients with GOLD stage III and IV hospitalized for an acute exacerbation both at admission and discharge. To assess the instruments' properties, utility values were calculated for EQ-5D and SF-12, and a total score was derived from the SGRQ. RESULTS: Mean utilities ranged from 0.54 (SF-12, stage IV) to 0.62 (EQ-5D, stage III) at admission, and from 0.58 (SF-12, stage IV) to 0.84 (EQ-5D, stage III) at discharge. Completeness was best for EQ-5D and SGRQ, while no utility value for the SF-12 could be calculated for more than 30%. For SGRQ subscales, the minimal score occurred in up to 11% at admission, while full health was observed for the EQ-5D at discharge in 13%. Sensitivity to change was generally good, whereas discrimination between COPD stages was low for the EQ-5D. CONCLUSIONS: Acute exacerbations seriously impair health status and quality of life. The EQ-5D is generally suitable to measure HrQoL in exacerbations of severe COPD, although the high proportion of patients reporting full health at discharge poses a problem. The main issue with the SF-12 is the high proportion of missing values in a self-assessed setting. Properties of the SGRQ were satisfactory. However, since no utility values can be derived from this disease-specific instrument, it is not suitable for cost-utility analyses in health-economic evaluations.


Assuntos
Doença Pulmonar Obstrutiva Crônica , Qualidade de Vida , Inquéritos e Questionários , Idoso , Feminino , Alemanha , Hospitalização , Humanos , Masculino , Pessoa de Meia-Idade , Psicometria/métodos , Índice de Gravidade de Doença
4.
J Aerosol Med Pulm Drug Deliv ; 23(3): 129-35, 2010 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-20073556

RESUMO

BACKGROUND: Exhaled breath condensate (EBC) allows noninvasive monitoring of inflammation in the lung. Activation of inflammatory cells results in an increased production of reactive oxygen species, leading to the formation of hydrogen peroxide (H(2)O(2)). In addition, cigarette smoking causes an influx of inflammatory cells, and higher levels of H(2)O(2) have been found in EBC of smokers. However, there are still unresolved issues reflected by large variations in exhaled H(2)O(2) and uncertainties about the origin of H(2)O(2) release in the lung. METHODS: We collected EBC as fractionated samples from the airways and from the lung periphery in 10 nonsmokers, eight asymptomatic smokers, and in eight chronic obstructive pulmonary disease (COPD) patients, and H(2)O(2) concentration and acidity (pH) were analyzed in the airway and the alveolar fraction. RESULTS: In all subjects studied, H(2)O(2) was 2.6 times higher in the airway versus the alveolar fraction. Airway H(2)O(2) was twofold higher in smokers and fivefold higher in COPD patients compared to nonsmokers. In all study groups, there was no significant difference in deaerated pH between the airway and the alveolar sample. CONCLUSIONS: Exhaled H(2)O(2) is released at higher concentrations from the airways of all subjects studied, implying that the airways may be the dominant location of H(2)O(2) production. Because many lung diseases cause inflammation at different sites of the lung, fractionated sampling of EBC can reduce variability and maintain an anatomical allocation of the exhaled biomarkers.


Assuntos
Expiração , Peróxido de Hidrogênio/metabolismo , Doença Pulmonar Obstrutiva Crônica/metabolismo , Fumar/metabolismo , Adulto , Idoso , Testes Respiratórios , Estudos de Casos e Controles , Humanos , Concentração de Íons de Hidrogênio , Pessoa de Meia-Idade , Alvéolos Pulmonares/metabolismo
5.
J Mater Sci Mater Med ; 20(1): 373-8, 2009 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-18807263

RESUMO

Cardiopulmonary bypass (CPB) surgery is associated with platelet activation and reduced platelet counts due to artificial surface activation of blood elements and non-physiological flow-patterns. As shown in former studies, coating of medical devices can improve hemocompatibility in extracorporeal circulation systems. In this study, we demonstrate a new method to determine platelet adhesion on 18 coated and non-coated membrane oxygenators in a simulated CPB model with CD41 Western blot. Platelet loss and the release of beta-TG (platelet activation marker) were determined during a 120 min recirculation phase. At the end of the run the membrane oxygenators (with tubing system) were rinsed and the amount of adsorbed proteins on the surface was analyzed by using sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE) and Western blotting technique. Uncoated devices showed significantly higher concentrations of CD41 and of fibrinogen adsorption compared to the coated membrane oxygenators. These results correspond with the release of beta-TG and platelet loss indicating less platelet adhesion on the coated oxygenators compared with the uncoated group. This new method may be useful in choosing less platelet activating materials for all kind of blood contacting devices to improve thrombogenicity including platelet functionality.


Assuntos
Western Blotting/métodos , Oxigenação por Membrana Extracorpórea/efeitos adversos , Adesividade Plaquetária , Glicoproteína IIb da Membrana de Plaquetas/sangue , Adsorção , Proteínas Sanguíneas/metabolismo , Materiais Revestidos Biocompatíveis , Ponte de Artéria Coronária/efeitos adversos , Humanos , Técnicas In Vitro , Teste de Materiais , Oxigenadores de Membrana , Contagem de Plaquetas , Propriedades de Superfície , beta-Tromboglobulina/metabolismo
6.
Vasc Dis Prev ; 5(3): 200-210, 2008 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-19946459

RESUMO

OBJECTIVE: Drug eluting stents have recently been associated with the increased risk of adverse thrombogenic events and/or late luminal loss, which is highly associated with incomplete re-endothelialization. The increased risks behoove the design of alternative delivery modalities and/or drugs that do not compromise the re-endotheliaization process. The objective of the present study is to elucidate the biological mechanism(s) by which non-stent-based delivery modalities for the anti-proliferative lipid metabolite, C(6)-ceramide, could lead to a reduction in arterial injury after angioplasty. RESULTS: Immunohistochemical studies in rabbit and porcine models suggest that C(6)-ceramide-coated balloon catheters limit arterial stenosis without inhibiting endothelial wound healing responses. Specifically, C(6)-ceramide-coated balloon catheters reduce internal elastica injury with a corresponding reduction in medial fracture length in a 28-day porcine coronary artery stretch model. In addition, C(6)-ceramide decreases the formation of the fibrin matrix to possibly augment the subsequent wound healing response. We hypothesized that differential metabolism of exogenous ceramide by coronary endothelial and smooth muscle cells could explain the apparent discrepancy between the anti-proliferative actions of ceramide and the pro-wound healing responses of ceramide. Human coronary artery endothelial cells (HCAEC), in contrast to human coronary artery smooth muscle cells (HCASMC), preferentially express ceramide kinase and form ceramide-1-phosphate, which promotes endothelial cell survival. CONCLUSION: Differential metabolism of ceramide between HCASMC and HCAEC offers a mechanism by which ceramide preferentially limits smooth muscle cell growth, in the presence of active wound healing. The combinatorial ability of ceramide to limit vascular smooth muscle proliferation and promote re-endothelialization, offers the potential for C(6)-ceramide-coated catheters to serve as adjuncts to stent-based modalities or as a stand-alone treatment.

7.
Langmuir ; 23(6): 3298-304, 2007 Mar 13.
Artigo em Inglês | MEDLINE | ID: mdl-17291015

RESUMO

The hemocompatibility of polymeric vascular implants is in part dependent on the propensity of fibrinogen to adsorb to the implant surface. Fibrinogen surface adsorption was measured in real time using a quartz crystal microbalance with dissipation monitoring (QCM-D). Six new, biodegradable tyrosine-derived polycarbonates were used as test surfaces. Stainless steel, poly(L-lactic acid), poly(D,L-lactide-co-glycolide), and poly(ethylene terephthalate) surfaces served as controls and provided a comparison of the test surfaces with those of commonly used biomaterials. Our study addressed the question regarding to which extent systematic variations in polymer structure can be used to optimize X-ray visibility and provide tunable degradation rates while generating protein-repellant surface properties that minimize fibrinogen adsorption. QCM-D revealed surface-dependent changes in fibrinogen layer thickness (2 to 37 nm), adsorbed wet mass (0.2 to 4.3 microg/cm2), and viscosity (0.001 to 0.005 kg/ms). While we did not find an overall correlation between surface air-water contact angle measurements and fibrinogen adsorption (R2 = 0.08), our data demonstrate that gradually increasing the poly(ethylene glycol) content within a subgroup of polymers having the same polymer backbone will lead to decreased fibrinogen adsorption. Within this subgroup of polymers, there was a strong correlation between decreasing air-water contact angles and decreasing fibrinogen adsorption (R2 = 0.95). We conclude that it is possible to minimize fibrinogen adsorption to tyrosine-derived polycarbonates while optimizing X-ray visibility and degradation rates. Some of the tyrosine-derived polycarbonates were identified as useful materials for the design of blood-contacting implants on the basis of their substantially lower levels of fibrinogen adsorption relative to the commonly used controls.


Assuntos
Materiais Biocompatíveis/química , Sangue/metabolismo , Desinfecção/métodos , Fibrinogênio/química , Próteses e Implantes , Esterilização/métodos , Adsorção , Desinfecção/instrumentação , Elasticidade , Desenho de Equipamento , Humanos , Cimento de Policarboxilato/química , Polímeros , Esterilização/instrumentação , Propriedades de Superfície , Tirosina/química , Viscosidade
8.
J Biomed Mater Res B Appl Biomater ; 80(2): 433-9, 2007 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-16850460

RESUMO

Postoperative complications associated with cardiopulmonary bypass (CPB) surgery and extracorporeal circulation (ECC) procedures are still a major clinical issue. Improving the hemocompatibility of blood contacting devices used for ECC procedures may ameliorate various postpump syndromes. In a simulated CPB model using human blood, we investigated the hemocompatibility, fibrinogen adsorption, and platelet receptor (GPIIb-IIIa) binding capacity of surface-modified membrane oxygenators (Jostra Quadrox). Three groups were compared: (i) biopassive protein coatings (SafeLine), (ii) bioactive heparin coatings (BioLine), and (iii) noncoated controls. During the 2 h recirculation period, plasma concentrations of activation markers for platelets (beta-thromboglobulin), inflammation (elastase), complement (C5a), and coagulation (prothrombin fragment 1+2, thrombin-antithrombin III) were lower in the groups with biopassive and bioactive coatings compared to the noncoated group (p < 0.01). These parameters did not significantly differ between the two surface-coated groups, except for complement activation: C5a levels were higher in the biopassive group compared to the bioactive group (p < 0.01). Moreover, surface-coated oxygenators showed less fibrinogen adsorption, GPIIb-IIIa binding, and platelet/leukocyte adhesion (p < 0.01). We assume that fewer fibrinogen and platelet receptor molecules bound to the surface-coated oxygenator surfaces results in fewer platelet adhesion and activation, which will significantly contribute to the improved hemocompatibility of the biopassive and bioactive oxygenators. Our results suggest that the application of bioactive oxygenators (BioLine) during CPB surgery may reduce postoperative complications for the patient more effectively than biopassive oxygenators (SafeLine).


Assuntos
Materiais Revestidos Biocompatíveis , Oxigenadores de Membrana , Adsorção , Coagulação Sanguínea , Adesão Celular , Ativação do Complemento , Ponte de Artéria Coronária/efeitos adversos , Circulação Extracorpórea/efeitos adversos , Fibrinogênio/farmacocinética , Humanos , Técnicas In Vitro , Leucócitos/citologia , Teste de Materiais , Oxigenadores de Membrana/efeitos adversos , Adesividade Plaquetária , Glicoproteínas da Membrana de Plaquetas/metabolismo , Complicações Pós-Operatórias/prevenção & controle
9.
Vaccine ; 24(31-32): 5832-8, 2006 Jul 26.
Artigo em Inglês | MEDLINE | ID: mdl-16750285

RESUMO

In order to determine the feasibility of inhalative vaccination with polysaccharide antigen in patients with chronic obstructive pulmonary disease (COPD), we used controlled inhalation of a defined dose of Pneumovax in a randomized 3-arm study. The vaccine was either deposited in the alveoli (alveolar vaccination) or in the large airways (bronchial vaccination) and these were compared to standard intramuscular vaccination. Adverse effects were minor and never exceeded WHO grade 2. There was frequent cough, headache and shivering in the bronchial vaccination group, frequent fatigue only in the alveolar vaccination group and no frequent adverse effects in the intramuscular vaccination group. Specific serum IgG antibody was measured before and at 4 and 12 weeks after vaccination. At 12 weeks there was a greater than twofold rise in 7 out of 10 individuals in every vaccination group. Mean antibody levels of responders at 12 weeks were 278 mg/l for alveolar vaccination, 238 mg/l for bronchial vaccination and 737 mg/l for standard intramuscular vaccination. The data show that polysaccharide vaccine can be safely administered by controlled inhalation in COPD patients and that it can induce a rapid serum antibody response.


Assuntos
Vacinas Pneumocócicas/administração & dosagem , Doença Pulmonar Obstrutiva Crônica/prevenção & controle , Streptococcus pneumoniae/imunologia , Vacinação/métodos , Administração por Inalação , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Imunoglobulina G/sangue , Masculino , Pessoa de Meia-Idade , Vacinas Pneumocócicas/efeitos adversos , Vacinas Pneumocócicas/sangue , Polissacarídeos Bacterianos/administração & dosagem , Polissacarídeos Bacterianos/efeitos adversos , Polissacarídeos Bacterianos/sangue , Estudos Prospectivos , Doença Pulmonar Obstrutiva Crônica/sangue , Doença Pulmonar Obstrutiva Crônica/microbiologia
10.
Acta Oncol ; 44(6): 529-36, 2005.
Artigo em Inglês | MEDLINE | ID: mdl-16165911

RESUMO

We analyzed characteristics, therapy and outcome of patients with bilateral testicular germ cell tumor (TGCT) at our institutions. Among 1,180 TGCT patients diagnosed and/or treated between 1979 and 2003, 47 (4.0%) developed a second TGCT. Nine of 14 patients (64%) with synchronous TGCT are alive with no evidence of disease (NED) at a median follow-up of 37 months. Thirty-three patients had a metachronous bilateral TGCT. Median time to the 2(nd) TGCT was 71 months. At diagnosis of 2(nd) TGCT 30 patients had stage I, 1 had stage II and 2 had stage III disease. Thirty-two of 33 patients are alive with NED at a median follow up of 41 months. No patient died from second TGCT. As a review of the literature confirms our data we do not recommend a routine biopsy of the contralateral testicle for early detection of testicular intraepithelial neoplasia (TIN).


Assuntos
Neoplasias Embrionárias de Células Germinativas/terapia , Neoplasias Primárias Múltiplas/terapia , Segunda Neoplasia Primária/terapia , Neoplasias Testiculares/terapia , Adolescente , Adulto , Biópsia , Terapia Combinada , Humanos , Masculino , Estadiamento de Neoplasias , Neoplasias Embrionárias de Células Germinativas/patologia , Neoplasias Primárias Múltiplas/patologia , Segunda Neoplasia Primária/patologia , Orquiectomia , Prognóstico , Seminoma/patologia , Seminoma/terapia , Neoplasias Testiculares/patologia , Testículo/patologia , Testículo/cirurgia , Resultado do Tratamento
11.
Vaccine ; 23(43): 5113-9, 2005 Oct 17.
Artigo em Inglês | MEDLINE | ID: mdl-16029914

RESUMO

In order to determine the feasibility of inhalative vaccination with polysaccharide antigen, we used controlled inhalation of a defined dose of Pneumovax in a randomized 3-arm study. The vaccine was either deposited in the alveoli (alveolar vaccination) or in the large airways (bronchial vaccination) and this was compared to standard intra-muscular vaccination. Adverse effects were minor and never exceeded WHO grade 2. There was frequent cough in the inhalative groups and frequent local pain at the injection site in the intra-muscular group. Specific serum IgG antibody measured before, and 4 and 12 weeks after, vaccination showed a greater than 2-fold rise in 4 out of 10 individuals after alveolar vaccination and in 6 out of 10 individuals after bronchial vaccination as compared to 10 out of 10 in the intra-muscular vaccination group. Average antibody levels of responders at 12 weeks were 350 microg/ml for alveolar vaccination, 200 microg/ml for bronchial vaccination and 1010 microg/ml for standard intra-muscular vaccination. Analysis of antibodies for 9 specific serotypes showed a more than 3-fold rise to 7-9 of the serotypes in the intra-muscular group. In both the bronchial and the alveolar group, all subjects responded but this was restricted to 2-4 of the 9 serotypes. The data show that polysaccharide vaccine can be safely administered by controlled inhalation and that it can induce good, albeit lower, serum antibody responses.


Assuntos
Anticorpos Antibacterianos/biossíntese , Infecções Pneumocócicas/imunologia , Vacinas Pneumocócicas/imunologia , Polissacarídeos Bacterianos/administração & dosagem , Streptococcus pneumoniae/química , Administração por Inalação , Anticorpos Antibacterianos/sangue , Vias de Administração de Medicamentos , Voluntários Saudáveis , Humanos , Infecções Pneumocócicas/prevenção & controle , Vacinas Pneumocócicas/administração & dosagem , Segurança , Streptococcus pneumoniae/imunologia
12.
J Biomed Mater Res A ; 72(4): 420-7, 2005 Mar 15.
Artigo em Inglês | MEDLINE | ID: mdl-15678483

RESUMO

The hemocompatibility of biomaterials is highly dependent on the adhesion and activation of platelets. Surface-adsorbed fibrinogen has a dominant role in promoting platelet adhesion to artificial surfaces by binding glycoprotein IIb-IIIa (GPIIb-IIIa), the major platelet membrane receptor. Using quartz crystal microbalance with dissipation monitoring (QCM-D), we have investigated the material-dependent binding kinetics of purified GPIIb-IIIa to polymer-adsorbed fibrinogen. The following ranking of polymer-adsorbed mass (fibrinogen and GPIIb-IIIa) to test polymers could be established: poly[desaminotyrosyl-tyrosine ethyl (DTE) carbonate]/poly(lactide-co-glycolide)>poly[DTE co-5% poly(ethylene glycol) carbonate]. The QCM-D fibrinogen adsorption data were confirmed using an immunofluorescence assay. A synthetic RGD-containing peptide, but not a control peptide, inhibited GPIIb-IIIa binding to polymer-adsorbed fibrinogen, demonstrating the specificity of binding. Importantly, the binding efficiency of purified GPIIb-IIIa to polymer-adsorbed fibrinogen correlated with increased platelet adhesion in an in vitro model. Theoretical simulations using a Voight-based model provided quantitative data on the thickness and viscoelastic properties of the polymer-adsorbed protein layers. The precision of the modeling technique was limited with respect to the shear moduli values, leading to large variations. However, the other modeling parameters showed reproducible results. The thickness of both protein layers was polymer-dependent and ranged from 5 to 35 nm and the viscosity from 0.001 to 0.005 kg/ms, whereas the protein layer densities showed little differences between the test polymers. These results suggest that material-dependent changes in the thickness and viscoelastic properties of adsorbed fibrinogen-GPIIb-IIIa layers are crucial factors in the binding behavior of platelets to biomaterials.


Assuntos
Fenômenos Biomecânicos , Fibrinogênio/química , Adesividade Plaquetária , Polímeros/química , Adsorção , Materiais Biocompatíveis/química , Humanos , Cinética , Complexo Glicoproteico GPIIb-IIIa de Plaquetas/química , Ligação Proteica , Propriedades de Superfície
13.
J Chem Inf Comput Sci ; 44(3): 1088-97, 2004.
Artigo em Inglês | MEDLINE | ID: mdl-15154777

RESUMO

We present a Surrogate (semiempirical) Model for prediction of protein adsorption onto the surfaces of biodegradable polymers that have been designed for tissue engineering applications. The protein used in these studies, fibrinogen, is known to play a key role in blood clotting. Therefore, fibrinogen adsorption dictates the performance of implants exposed to blood. The Surrogate Model combines molecular modeling, machine learning and an Artificial Neural Network. This novel approach includes an accounting for experimental error using a Monte Carlo analysis. Briefly, measurements of human fibrinogen adsorption were obtained for 45 polymers. A total of 106 molecular descriptors were generated for each polymer. Of these, 102 descriptors were computed using the Molecular Operating Environment (MOE) software based upon the polymer chemical structures, two represented different monomer types, and two were measured experimentally. The Surrogate Model was developed in two stages. In the first stage, the three descriptors with the highest correlation to adsorption were determined by calculating the information gain of each descriptor. Here a Monte Carlo approach enabled a direct assessment of the effect of the experimental uncertainty on the results. The three highest-ranking descriptors, defined as those with the highest information gain for the sample set, were then selected as the input variables for the second stage, an Artificial Neural Network (ANN) to predict fibrinogen adsorption. The ANN was trained using one-half of the experimental data set (the training set) selected at random. The effect of experimental error on predictive capability was again explored using a Monte Carlo analysis. The accuracy of the ANN was assessed by comparison of the predicted values for fibrinogen adsorption with the experimental data for the remaining polymers (the validation set). The mean value of the Pearson correlation coefficient for the validation data sets was 0.54 +/- 0.12. The average root-mean-square (relative) error in prediction for the validation data sets is 38%. This is an order of magnitude less than the range of experimental values (i.e., 366%) and compares favorably with the average percent relative standard deviation of the experimental measurements (i.e., 17.9%). The effects of each of the user-defined parameters in the ANN were explored. None were observed to have a significant effect on the results. Thus, the Surrogate Model can be used to accurately and unambiguously identify polymers whose fibrinogen absorption is at the limits of the range (i.e., low or high) which is an essential requirement for assessing polymers for regenerative tissue applications.


Assuntos
Fibrinogênio/química , Polímeros/química , Adsorção , Árvores de Decisões , Imunofluorescência , Propriedades de Superfície
14.
J Biomed Mater Res A ; 68(3): 496-503, 2004 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-14762929

RESUMO

Numerous studies conclude that the selective adsorption of plasma proteins on materials contacting blood or tissue affects all subsequent interactions related to the biocompatibility of artificial surfaces. However, there are only a few studies available, which clearly demonstrate that there is a correlation between surface chemistry and selective protein adsorption. Detailed knowledge of such correlations would facilitate the design of biocompatible materials. In this study, a rapid, fluorescence-based, screening technique using a 384-well format for polymer-protein interactions was developed. The screening assay was used to measure the adsorption of human fibrinogen on 46 test polymers (44 polyarylates selected from a combinatorial library of tyrosine-derived polyarylates, and two lactide-based polymers). In this library of polyarylates, structural changes are generated by variations in either the polymer backbone or the polymer pendent chain. Although no overall trend between polymer hydrophobicity and fibrinogen adsorption could be identified using the entire set of test polymers (R(2) = 0.43), fibrinogen adsorption was clearly correlated with variations in the pendent chain structure. Thus, when the test polymers were grouped by backbone composition, increased hydrophobicity of the pendent chain was significantly correlated with reduced fibrinogen adsorption. The following R(2) coefficients within the polymer backbone groups were determined: 0.87 (diglycolates); 0.98 (glutarates); 0.73 (adipates); 0.87 (suberates); 0.67 (3-methyl-adipates). Our results demonstrate that it is possible to screen for protein-material interactions in a cost-effective fashion using a miniaturized immunofluorescence technique. Further, we demonstrate that small changes in chemical composition can significantly influence the adsorption of human fibrinogen on polymer surfaces. The lactide-based polymers were among those polymers exhibiting the highest tendency to adsorb fibrinogen. This information may be useful when polymers have to be selected for specific biomaterial applications.


Assuntos
Técnicas de Química Combinatória , Fibrinogênio/metabolismo , Imunofluorescência/métodos , Polímeros/química , Adsorção/efeitos dos fármacos , Automação , Avaliação Pré-Clínica de Medicamentos/métodos , Imunofluorescência/normas , Humanos , Miniaturização , Polímeros/farmacologia , Ligação Proteica/efeitos dos fármacos , Propriedades de Superfície
15.
J Biomater Sci Polym Ed ; 14(8): 747-60, 2003.
Artigo em Inglês | MEDLINE | ID: mdl-14533856

RESUMO

Recently, it has been shown that heat-shock protein 70 (hsp70) functions in a dual role as a chaperone and a cytokine. However, no information is available on the occurrence of hsp70 in the extracellular milieu or on its ability to modulate cellular immune response. This study shows a material-dependent increase of hsp70 levels in plasma following contact of fresh heparinized whole human blood with three different biomaterials (PVC, heparin-coated PVC, Silicone). We report a previously unknown behavior of hsp70 to act as a plasma-adsorption protein. Further, high binding capacities for hsp70 to artificial surfaces (measured by Western blotting) and elevated hsp70 levels in plasma (measured by EIA) following contact with blood correspond with a reduced hemocompatibility. The degree of surface-induced activation of blood was determined by analysis of markers for coagulation, inflammation and complement activation. These findings indicate that the selective adsorption of hsp70 on artificial surfaces and the increased hsp70 levels in plasma may be important in directing host inflammatory and immune responses. We suggest that the levels of hsp70 in human plasma may represent a new prognostic factor or a diagnostic biomarker in hemostasis research.


Assuntos
Proteínas Sanguíneas/metabolismo , Sangue/metabolismo , Proteínas de Choque Térmico HSP70/sangue , Heparina/química , Cloreto de Polivinila/química , Silício/química , Adsorção , Biomarcadores/sangue , Complemento C3/metabolismo , Fibrinogênio/metabolismo , Regulação da Expressão Gênica , Hemólise , Hemostasia , Humanos , Interleucinas/sangue , Monócitos/metabolismo , Solubilidade , Fatores de Tempo , Fator de Necrose Tumoral alfa/metabolismo , beta-Tromboglobulina/metabolismo
16.
Biomaterials ; 23(2): 429-39, 2002 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-11761163

RESUMO

Although several studies have shown that heparin-coated surfaces reduce the activation of both the complement system and the coagulation system, there is still inadequate understanding of the factors initiating and controlling blood activation at these surfaces. We investigated the adsorption profile of 12 common plasma proteins (and the platelet receptor CD41) to a heparin coating (Carmeda BioActive surface (CBAS)) compared to uncoated controls (PVC) by using an in vitro whole blood Chandler-Loop model. Surface bound proteins were studied kinetically by a direct ELISA technique. Western blots were performed on the SDS eluates in order to detect adsorbed cleavage products and denatured proteins. Changes in plasma levels of neutrophil activation markers, platelet activation, coagulation activation, complement activation and the inflammatory response were measured by conventional ELISAs. This study showed significant differences in adsorption patterns among the heparin-coated and the uncoated surfaces, notably for fibronectin, fibrinogen, C3 and high molecular weight kininogen (HMWK). The kinetic studies confirmed the results obtained from Western blots and indicated specific adsorption profiles of plasma proteins. We assume that at least some of the improved blood compatibility of the heparin-coated surfaces may be ascribed to the selective uptake and cleavage of plasma proteins.


Assuntos
Materiais Biocompatíveis , Proteínas Sanguíneas/química , Sangue , Adsorção , Proteínas Sanguíneas/metabolismo , Western Blotting , Ensaio de Imunoadsorção Enzimática , Microscopia Eletrônica de Varredura , Contagem de Plaquetas
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