Probabilistic classification of acute myocardial infarction from multiple cardiac markers

Logistic regression and Gaussian mixture model (GMM) classifiers have been trained to estimate the probability of acute myocardial infarction (AMI) in patients based upon the concentrations of a panel of cardiac markers. The panel consists of two new markers, fatty acid binding protein (FABP) and glycogen phosphorylase BB (GPBB), in addition to the traditional cardiac troponin I (cTnI), creatine kinase MB (CKMB) and myoglobin. The effect of using principal component analysis (PCA) and Fisher discriminant analysis (FDA) to preprocess the marker concentrations was also investigated. The need for classifiers to give an accurate estimate of the probability of AMI is argued and three categories of performance measure are described, namely discriminatory ability, sharpness, and reliability. Numerical performance measures for each category are given and applied. The optimum classifier, based solely upon the samples take on admission, was the logistic regression classifier using FDA preprocessing. This gave an accuracy of 0.85 (95% confidence interval: 0.78-0.91) and a normalised Brier score of 0.89. When samples at both admission and a further time, 1-6 h later, were included, the performance increased significantly, showing that logistic regression classifiers can indeed use the information from the five cardiac markers to accurately and reliably estimate the probability AMI. © Springer-Verlag London Limited 2008.

Protein-responsive polymers for point-of-care detection of cardiac biomarker

This work describes a novel use for the polymeric film, poly(o-aminophenol) (PAP) that was made responsive to a specific protein. This was achieved through templated electropolymerization of aminophenol (AP) in the presence of protein. The procedure involved adsorbing protein on the electrode surface and thereafter electroploymerizing the aminophenol. Proteins embedded at the outer surface of the polymeric film were digested by proteinase K and then washed away thereby creating vacant sites. The capacity of the template film to specifically rebind protein was tested with myoglobin (Myo), a cardiac biomarker for ischemia. The films acted as biomimetic artificial antibodies and were produced on a gold (Au) screen printed electrode (SPE), as a step towards disposable sensors to enable point-of-care applications. Raman spectroscopy was used to follow the surface modification of the Au-SPE. The ability of the material to rebind Myo was measured by electrochemical techniques, namely electrochemical impedance spectroscopy (EIS) and square wave voltammetry (SWV). The devices displayed linear responses to Myo in EIS and SWV assays down to 4.0 and 3.5 μg/mL, respectively, with detection limits of 1.5 and 0.8 μg/mL. Good selectivity was observed in the presence of troponin T (TnT) and creatine kinase (CKMB) in SWV assays, and accurate results were obtained in applications to spiked serum. The sensor described in this work is a potential tool for screening Myo in point-of-care due to the simplicity of fabrication, disposability, short time response, low cost, good sensitivity and selectivity.

Electrochemical biosensor based on biomimetic material for myoglobin detection

A novel reusable molecularly imprinted polymer (MIP) assembled on a polymeric layer of carboxylated poly(vinyl chloride) (PVCsingle bondCOOH) for myoglobin (Myo) detection was developed. This polymer was casted on the gold working area of a screen printed electrode (Au-SPE), creating a novel disposable device relying on plastic antibodies. Electrochemical impedance spectroscopy (EIS), cyclic voltammetry (CV) and Fourier transform infrared spectroscopy (FTIR) studies confirmed the surface modification. The MIP/Au-SPE devices displayed a linear behaviour in EIS from 0.852 to 4.26 μg mL−1, of positive slope 6.50 ± 1.48 (kΩ mL μg−1). The limit of detection was 2.25 μg mL−1. Square wave voltammetric (SWV) assays were made in parallel and showed linear responses between 1.1 and 2.98 μg mL−1. A current decrease was observed against Myo concentration, producing average slopes of −0.28 ± 0.038 μA mL μg−1. MIP/Au-SPE also showed good results in terms of selectivity. The error% found for each interfering species were 7% for troponin T (TnT), 11% for bovine serum albumin (BSA) and 2% for creatine kinase MB (CKMB), respectively. Overall, the technical modification over the Au-SPE was found a suitable approach for screening Myo in biological fluids.

Biocompatible microemulsion modifies the pharmacokinetic profile and cardiotoxicity of doxorubicin

Doxorubicin (DOX) is an anthracycline antibiotic with a broad antitumor spectrum. However, the clinical use of DOX is limited because of its cardiotoxicity, a dose-dependent effect. Colloidal drug delivery systems, such as microemulsions (MEs), allow the incorporation of drugs, modifying the pharmacokinetic (PK) profile and toxic effects. In this study, we evaluated the PK profile and cardiotoxicity of a new DOX ME (DOX-ME). The PK profile of DOX-ME was determined and compared with that of the conventional DOX after single-dose administration (6mg/kg, intravenous) in male Wistar rats (n = 12 per group). The cardiotoxicity of DOX formulations was evaluated by serum creatine kinase MB (CKMB) activity in both animal groups before and after drug administration. The plasma DOX measurements were performed by high-performance liquid chromatography with fluorescence detection, and the CKMB levels were assayed using the CKMB Labtest® kit. The ME system showed a significant increase in plasma DOX concentrations and lower distribution volume when compared with conventional DOX. Serum CKMB activity increased after conventional DOX administration but was unchanged in the DOX-ME group. These results demonstrate modifications in drug access to susceptible sites using DOX-ME. DOX-ME displayed features that make it a promising system for future therapeutic application. © 2012 Wiley Periodicals, Inc.

Intoxicação experimental de cães com folhas verdes de Nerium oleander e uso da frutose 1,6 difosfato e da glicose como tratamentos

Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

Avaliação de distribuição de doxorrubicina incorporada em microemulsão lipídica em tecido tumoral e cardíaco em Camundongos

Pós-graduação em Ciências Farmacêuticas - FCFAR

Farmacocinética pré-clínica e cardiotoxicidade da doxorrubicina veiculada por sistema microemulsionado

Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

Descrição clínico - epidemiológica de uma série de casos de miosite aguda viral

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

Cardiomiopatia hipertensiva em cães com leishmaniose visceral

Pós-graduação em Medicina Veterinária - FCAV

Formulação e caracterização físico-química e biofarmacêutica de microemulsões lipídicas contendo doxorrubicina

Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

Estudo de hidroximetilnitrofural (NFOH) na fase crônica da Doença de Chagas em modelo animal

Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

Risk Factor Analysis of Late Survival After Heart Transplantation According to Donor Profile: A Multi-Institutional Retrospective Study of 512 Transplants

Introduction. Patients with terminal heart failure have increased more than the available organs leading to a high mortality rate on the waiting list. Use of Marginal and expanded criteria donors has increased due to the heart shortage. Objective. We analyzed all heart transplantations (HTx) in Sao Paulo state over 8 years for donor profile and recipient risk factors. Method. This multi-institutional review collected HTx data from all institutions in the state of Sao Paulo, Brazil. From 2002 to 2008 (6 years), only 512 (28.8%) of 1777 available heart donors were accepted for transplantation. All medical records were analyzed retrospectively; none of the used donors was excluded, even those considered to be nonstandard. Results. The hospital mortality rate was 27.9% (n = 143) and the average follow-up time was 29.4 +/- 28.4 months. The survival rate was 55.5% (n = 285) at 6 years after HTx. Univariate analysis showed the following factors to impact survival: age (P = .0004), arterial hypertension (P = .4620), norepinephrine (P = .0450), cardiac arrest (P = .8500), diabetes mellitus (P = .5120), infection (P = .1470), CKMB (creatine kinase MB) (P = .8694), creatinine (P = .7225), and Na+ (P = .3273). On multivariate analysis, only age showed significance; logistic regression showed a significant cut-off at 40 years: organs from donors older than 40 years showed a lower late survival rates (P = .0032). Conclusions. Donor age older than 40 years represents an important risk factor for survival after HTx. Neither donor gender nor norepinephrine use negatively affected early survival.

Cirurgia de revascularização miocárdica na fase aguda do infarto: análise dos fatores preditores de mortalidade intra-hospitalar

OBJETIVO: A cirurgia de revascularização miocárdica (CRM) na fase aguda do infarto do miocárdio (IAM) está associada a aumento do risco operatório. O objetivo do estudo foi determinar fatores preditores de mortalidade intra-hospitalar nos pacientes submetidos a CRM no IAM. MÉTODOS: Durante três anos, todos os pacientes submetidos a CRM no IAM foram analisados retrospectivamente, utilizando o banco de dados institucional. Sessenta variáveis por paciente foram avaliadas: 49 variáveis pré-operatórias provenientes dos escores 2000 Bernstein-Parsonnet e EuroSCORE; 4 variáveis pré-operatórias não consideradas por esses escores (tempo entre o IAM e a CRM, valor máximo de CKMB, valor máximo de troponina e supradesnivelamento do segmento ST) e 7 variáveis intraoperatórias [uso de circulação extracorpórea (CEC), tempo de CEC, tipo de cardioplegia, endarterectomia, número de enxertos, uso da artéria torácica interna e revascularização completa]. Análise univariada e multivariada para o desfecho mortalidade intra-hospitalar foram realizadas. RESULTADOS: O tempo médio entre o IAM e a CRM foi de 3,8 ± 3 dias. A mortalidade global foi 19%. Na análise multivariada: idade > 65 anos [OR 16,5 (IC 1,8-152), P=0,013]~ CEC >108 minutos [OR 40 (IC 2,7-578), P=0,007], creatinina > 2 mg/dl [OR 35,5 (IC 1,7-740), P=0,021] e pressão pulmonar sistólica > 60 mmHg [OR 31(IC 1,6-591), P=0,022] foram preditores de mortalidade intra-hospitalar. CONCLUSÃO: Variáveis pré-operatórias clássicas como idade > 65 anos, creatinina > 2 mg/dl e pressão pulmonar sistólica > 60 mmHg foram preditoras de mortalidade intra-hospitalar nos pacientes operados de revascularização miocárdica na fase aguda do infarto.

Rilascio dei biomarkers di danno miocardico dopo iniezione diretta per via percutanea di cellule staminali e terapia genica

Aims: We aimed to quantify the release of bio-markers of myocardial damage in relation to direct intramyocardial injections of genes and stem cells in patients with severe coronary artery disease. Methods and Results: We studied 71 patients with “no-option” coronary artery disease. Patients had, via the percutaneous transluminal route, a total of 11±1 (mean ± SD) intramyocardial injections of vascular endothelial growth factor genes (n=56) or mesenchymal stromal cells (n=15). Injections were guided to an ischemic area by electromechanical mapping, using the NOGA™/Myostar™ catheter system. ECG was monitored continuously until discharge. Plasma CKMB (upper normal laboratory limit=5 μg/l) was 2 μg/l (2-3) at baseline; increased to 6 (5-9) after 8 hours (p < 0.0001) and normalized to 4 (3-5) after 24 hours. A total of 8 patients (17%), receiving a volume of 0.3 ml per injection, had CKMB rises exceeding 3 times the upper limit, whereas no patient in the group receiving 0.2 ml had a more than two fold CKMB increase. No patient developed new ECG changes. There were no clinically important ventricular arrhythmias and no death. Conclusion: Direct Intramyocardial injections of stem cells or genes lead to measurable release of cardiac bio-markers, which was related to the injected volume.

Atividade nervosa simpática em pacientes com síndromes isquêmicas miocárdicas instáveis: estudo comparativo com marcadores inflamatórios

INTRODUÇÃO: Em pacientes com síndromes isquêmicas miocárdicas instáveis (SIMI), tanto a hiperatividade simpática quanto a resposta inflamatória exacerbada se associam a pior prognóstico. No entanto, ainda é desconhecido se existe alguma correlação entre esses dois marcadores de evolução desfavorável. OBJETIVOS: Correlacionar a atividade nervosa simpática muscular com marcadores inflamatórios nas fases precoce e tardia de pacientes portadores de SIMI. MÉTODOS: Pacientes hospitalizados com diagnóstico de SIMI e evolução favorável foram incluídos de forma prospectiva desde que apresentassem idade entre 18 e 65 anos e aterosclerose coronária comprovada por cinecoronariografia. Logo após a inclusão no estudo foram coletadas informações basais, e no quarto dia (± 1 dia) de internação os pacientes foram submetidos à avaliação da ANSM e coleta concomitante de amostra sanguínea para dosagem de proteína CReativa ultrassensível (PCR-us), interleucina-6 (IL6), e fosfolipase A2 associada à lipoproteína (Lp-PLA2). ANSM foi obtida pela técnica de microneurografia do nervo fibular. As medidas e respectivas análises de correlação foram repetidas em 1, 3 e 6 meses após a hospitalização. Correlações entre ANSM e marcadores inflamatórios foram analisadas por meio do teste de Pearson (variáveis de distribuição não-paramétrica foram transformadas logaritmicamente). Modelos de regressão linear múltipla foram criados para avaliar os efeitos independentes. RESULTADOS: Foram estudados 34 pacientes com idade média de 51,7±7,0 anos, sendo 79,4% do sexo masculino. A prevalência de hipertensão arterial foi de 64,7%, diabetes mellitus 8,8%, e doença arterial coronária prévia de 20,6%. A apresentação foi IAM com supradesnível de ST em 18 pacientes (52,9%), IAM sem supra de ST em 14 (41,2%) e angina instável em 02 pacientes (5,9%). Tanto ANSM quanto biomarcadores inflamatórios estavam elevados durante a fase aguda das SIMI e diminuíram ao longo do tempo. Na fase hospitalar, a mediana da PCR-us foi 17,75 (8,57; 40,15) mg/L, e IL-6 6,65 (4,45; 8,20) pg/ml, a Lp- PLA2 média foi 185,8 ± 52,2 nmol/min/ml, e ANSM média 64,2 ± 19,3 impulsos/100bpm. Após 6 meses, houve diminuição significativa de todas essas variáveis quando comparadas com a fase hospitalar. Entretanto, não houve correlação significativa entre a atividade simpática e qualquer dos marcadores inflamatórios analisados, em nenhuma das fases analisadas (p > 0,05), Por outro lado, ANSM se correlacionou independentemente com níveis de CKMB na fase aguda (p=0,027), e com fração de ejeção do VE na fase crônica (p=0,026). CONCLUSÃO: Apesar do aumento inicial dos níveis de marcadores inflamatórios e da atividade simpática em pacientes com SIMI, não houve correlação significativa entre esses parâmetros em nenhuma das fases analisadas, sugerindo que as alterações dessas variáveis estariam relacionadas a diferentes vias fisiopatológicas