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.

Contribution of 30 Biomarkers to 10-year cardiovascular risk estimation in 2 population cohorts: The MONICA, risk, genetics, archiving and monograph (MORGAM) biomarker project

Background— Cardiovascular risk estimation by novel biomarkers needs assessment in disease-free population cohorts, followed up for incident cardiovascular events, assaying the serum and plasma archived at baseline. We report results from 2 cohorts in such a continuing study.
Methods and Results— Thirty novel biomarkers from different pathophysiological pathways were evaluated in 7915 men and women of the FINRISK97 population cohort with 538 incident cardiovascular events at 10 years (fatal or nonfatal coronary or stroke events), from which a biomarker score was developed and then validated in the 2551 men of the Belfast Prospective Epidemiological Study of Myocardial Infarction (PRIME) cohort (260 events). No single biomarker consistently improved risk estimation in FINRISK97 men and FINRISK97 women and the Belfast PRIME Men cohort after allowing for confounding factors; however, the strongest associations (with hazard ratio per SD in FINRISK97 men) were found for N-terminal pro-brain natriuretic peptide (1.23), C-reactive protein (1.23), B-type natriuretic peptide (1.19), and sensitive troponin I (1.18). A biomarker score was developed from the FINRISK97 cohort with the use of regression coefficients and lasso methods, with selection of troponin I, C-reactive protein, and N-terminal pro-brain natriuretic peptide. Adding this score to a conventional risk factor model in the Belfast PRIME Men cohort validated it by improved c-statistics (P=0.004) and integrated discrimination (P<0.0001) and led to significant reclassification of individuals into risk categories (P=0.0008).
Conclusions— The addition of a biomarker score including N-terminal pro-brain natriuretic peptide, C-reactive protein, and sensitive troponin I to a conventional risk model improved 10-year risk estimation for cardiovascular events in 2 middle-aged European populations. Further validation is needed in other populations and age groups.

Specific role of neuronal nitric-oxide synthase when tethered to the plasma membrane calcium pump in regulating the beta-adrenergic signal in the myocardium

The cardiac neuronal nitric-oxide synthase (nNOS) has been described as a modulator of cardiac contractility. We have demonstrated previously that isoform 4b of the sarcolemmal calcium pump (PMCA4b) binds to nNOS in the heart and that this complex regulates beta-adrenergic signal transmission in vivo. Here, we investigated whether the nNOS-PMCA4b complex serves as a specific signaling modulator in the heart. PMCA4b transgenic mice (PMCA4b-TG) showed a significant reduction in nNOS and total NOS activities as well as in cGMP levels in the heart compared with their wild type (WT) littermates. In contrast, PMCA4b-TG hearts showed an elevation in cAMP levels compared with the WT. Adult cardiomyocytes isolated from PMCA4b-TG mice demonstrated a 3-fold increase in Ser(16) phospholamban (PLB) phosphorylation as well as Ser(22) and Ser(23) cardiac troponin I (cTnI) phosphorylation at base line compared with the WT. In addition, the relative induction of PLB phosphorylation and cTnI phosphorylation following isoproterenol treatment was severely reduced in PMCA4b-TG myocytes, explaining the blunted physiological response to the beta-adrenergic stimulation. In keeping with the data from the transgenic animals, neonatal rat cardiomyocytes overexpressing PMCA4b showed a significant reduction in nitric oxide and cGMP levels. This was accompanied by an increase in cAMP levels, which led to an increase in both PLB and cTnI phosphorylation at base line. Elevated cAMP levels were likely due to the modulation of cardiac phosphodiesterase, which determined the balance between cGMP and cAMP following PMCA4b overexpression. In conclusion, these results showed that the nNOS-PMCA4b complex regulates contractility via cAMP and phosphorylation of both PLB and cTnI.

Développement d'un promoteur efficace et muscle spécifique pour la thérapie génique de la dystrophie musculaire de Duchenne

Mémoire numérisé par la Division de la gestion de documents et des archives de l'Université de Montréal.

An upgrade on the rabbit model of anthracycline-induced cardiomyopathy: shorter protocol, reduced mortality, and higher incidence of overt dilated cardiomyopathy

Current protocols of anthracycline-induced cardiomyopathy in rabbits present with high premature mortality and nephrotoxicity, thus rendering them unsuitable for studies requiring long-term functional evaluation of myocardial function (e.g., stem cell therapy). We compared two previously described protocols to an in-house developed protocol in three groups: Group DOX2 received doxorubicin 2 mg/kg/week (8 weeks); Group DAU3 received daunorubicin 3 mg/kg/week (10 weeks); and Group DAU4 received daunorubicin 4 mg/kg/week (6 weeks). A cohort of rabbits received saline (control). Results of blood tests, cardiac troponin I, echocardiography, and histopathology were analysed. Whilst DOX2 and DAU3 rabbits showed high premature mortality (50% and 33%, resp.), DAU4 rabbits showed 7.6% premature mortality. None of DOX2 rabbits developed overt dilated cardiomyopathy; 66% of DAU3 rabbits developed overt dilated cardiomyopathy and quickly progressed to severe congestive heart failure. Interestingly, 92% of DAU4 rabbits showed overt dilated cardiomyopathy and 67% developed congestive heart failure exhibiting stable disease. DOX2 and DAU3 rabbits showed alterations of renal function, with DAU3 also exhibiting hepatic function compromise. Thus, a shortened protocol of anthracycline-induced cardiomyopathy as in DAU4 group results in high incidence of overt dilated cardiomyopathy, which insidiously progressed to congestive heart failure, associated to reduced systemic compromise and very low premature mortality.

Integrating cost-effectiveness evidence into clincal practice guidelines in Australia for acute myocardial infarction

 A teaching hospital is working with the Victorian State Government and universities, integrating cost-effectiveness evidence into clinical practice guidelines (CPGs), protocols and pathways for respiratory and cardiology interventions. Acute myocardial infarction (AMI) findings are reported. Results will stimulate cost-effective practice and inform medical associations, federal and state governments and international organisations developing CPGs. Published CPGs by the American College of Cardiology/American Heart Foundation for AMI in 1999 are reviewed by a large interdis- ciplinary hospital-based committee given cost-effectiveness evidence. Levels of evi- dence criteria rating on methodological rigor for effectiveness and costs are applied. National Health and Medical Research Council (NHMRC) grades of recommendation criteria for combinations of relative effectiveness versus relative costs and cut-off points are used. Extrapolating results between countries was addressed by applying the OECD's health purchasing power parity series. Recommendations for revisions to United States guidelines and for local application are formulated. United States Guide- lines require updating: Regarding angioplasty, percutaneous transluminal coronary angioplasty (PTCA) is cost-effective for men aged 60 years relative to recombinant tissue plasminogen activator (tPA),with additional cost per life year saved of 274 ecu. PTCA with discharge after 3 days is cost-effective in low-risk AMI. Regarding GP llb/Illa drugs, Abciximab during intervention incurred equal mean hospital costs for placebabciximab bolus, and abciximab bolus+ infusion with incremental 6-month cost for the latter treatment costing US$ 293 per patient. Agent recouped almost all initial therapy costs with significant benefits. Incre- mental cost of abciximab per event prevent- ed is US$ 3,258.Tirofiban was compared to placebo after high-risk angioplasty for AMI or unstable angina.Tirofiban decreased the rate of hospital deaths, myocardial infarc- tion, revascularisation at 2 days by 36% relative to placebo (8% vs. 12%) without increased cost. Clinical benefits were similar at 30 days.Tirofiban+heparin+aspirin was compared to heparin+aspirin.Tirofiban arm resulted in net savings of 33,418 ecu per 100 patients for the first 7 days of treatment. Regarding thrombolytics,tPA is more cost- effective than streptokinase. Incremental costs for each life saved when streptokinase is substituted by recombinant tissue plasmi- nogen are 31%,45%, 97% higher in Germa- ny, Italy and the United States than in the United Kingdom. Regarding anticoagulants, enoxaparin is a promising alternative to unfractionated heparin for hospitalised patients with non-Q-wave myocardiai infarc- tion or unstable angina, saving C$ 1,485 per patient over 12 months with 10% reduction in 1 year risk of death, myocardial infarction or recurrent angina. Regarding anti- arrhymics, the cost-effectiveness of no amiodarone, amiodarone for patients with depressed heart rate variability (DHRV),and amiodarone for patients with DHRV plus positive programmed ventricular stimula- tion (PPVS) for high-risk post-AMI was investigated. Amiodarone for DHRV+PPVS patients was dominated by a blend of the two alternatives. Compared to no amioda- rone, the incremental cost-effectiveness of amiodarone for DHRV patients was US$ 39,422 per quality adjusted life year gained. Amiodarone for DHRV is the most appropriate. Other CPG updates concern serum markers, for example, cardiac troponin I assay (c-Tnl), cost advantages of ad hoc angioplasty and secondary prevention through antioxidants and pravastatin. Australian costs are reported later in the paper.

Analysis of protein sequence and interaction data for candidate disease gene prediction

Linkage analysis is a successful procedure to associate diseases with specific genomic regions. These regions are often large, containing hundreds of genes, which make experimental methods employed to identify the disease gene arduous and expensive. We present two methods to prioritize candidates for further experimental study: Common Pathway Scanning (CPS) and Common Module Profiling (CMP). CPS is based on the assumption that common phenotypes are associated with dysfunction in proteins that participate in the same complex or pathway. CPS applies network data derived from protein–protein interaction (PPI) and pathway databases to identify relationships between genes. CMP identifies likely candidates using a domain-dependent sequence similarity approach, based on the hypothesis that disruption of genes of similar function will lead to the same phenotype. Both algorithms use two forms of input data: known disease genes or multiple disease loci. When using known disease genes as input, our combined methods have a sensitivity of 0.52 and a specificity of 0.97 and reduce the candidate list by 13-fold. Using multiple loci, our methods successfully identify disease genes for all benchmark diseases with a sensitivity of 0.84 and a specificity of 0.63. Our combined approach prioritizes good candidates and will accelerate the disease gene discovery process.

Ativação linfocitária durante a cirurgia de revascularização miocárdica : papel da circulação extracorpórea

Introdução: Sabe-se que a cirurgia de revascularização miocárdica está associada com alteração dos mediadores inflamatórios e da função imunitária, com ativação precoce dos linfócitos que poderia ser responsável pela linfopenia e diminuição da atividade dos linfócitos no pós-operatório. A elevação enzimática está diminuída na cirurgia sem circulação extracorpórea mas este achado não está associado a melhor evolução clínica. Nesta tese, testamos a hipótese de que a cirurgia de revascularização miocárdica realizada sem circulação extracorpórea pode levar a uma ativação linfocitária de menor intensidade do que a cirurgia com circulação extracorpórea. Métodos: A resposta da ativação linfocitária foi estudada durante o período trans e pósoperatório em 28 pacientes randomizados para cirurgia de coronária sem circulação extracorpórea (n=13) ou cirurgia convencional com circulação extracorpórea (n=15), utilizando citometria de fluxo para determinar a expressão de CD25, CD26, CD69 e DR em linfócitos T (CD3+) e B (CD19+), em sangue periférico. No mesmo período foram realizadas dosagens de troponina I por quimioluminescência e realizado ecocardiograma uni-bidimensional antes e após a cirurgia. Resultados: Não houve diferença estatisticamente significativa para nenhum dos marcadores de ativação linfocitária quando comparados os grupos operados sem ou com circulação extracorpórea (ANOVA bicaudal para medidas repetidas, p>0,05). Considerando todos os pacientes estudados, houve uma elevação da expressão proporcional de CD25 e CD69 em linfócitos T (CD3+) e B (CD19+). Nos linfócitos T, o valor proporcional médio mais elevado (+ EP) de CD69 foi observado 6 horas após terem sido completadas as anastomoses (+75 + 476%) e CD25 teve uma elevação mais gradual, com o pico de seu valor médio (+48 + 24 %) ocorrendo 24 horas após a revascularização. Em linfócitos B, o pico do valor médio de CD69 (+104 + 269 %) ocorreu também após o fim das anastomoses. CD25 teve seu pico de valor médio (+150 + 773 %) 112 horas após a revascularização e seu último valor medido ainda estava elevado. A expressão de CD26 em linfócitos T teve um aparente declínio nos seus valores proporcionais médios (-42 + 32 %) 12 horas após o fim das anastomoses. Não houve diferença significativa na elevação enzimática entre os dois grupos (teste estatístico >0,05). No ecocardiograma, o grupo operado sem circulação extracorpórea apresentou diminuição do volume diastólico (p=0,001) de da fração de ejeção (P=0,012), enquanto no grupo com circulação extracorpórea, diminuíram os volumes diastólico (p=0,006) e sistólico (p=0,01). Conclusões: 1) Comparando a cirurgia de revascularização miocárdica com circulação extracorpórea, a cirurgia sem circulação extracorpórea não reduz a ativação dos linfócitos. 2) A cirurgia de revascularização miocárdica produz uma ativação precoce dos linfócitos, com aumento da expressão de CD69 e CD25 em linfócitos T (CD3+) e B (CD19+), em sangue periférico. A elevação precoce de CD69, e elevação mais tardia de CD25, pode indicar duas partes de uma seqüência de ativação linfocitária. 3) O comportamento das enzimas cardíacas e dos achados ecocardiográficos não sugere benefício da cirurgia sem circulação extracorpórea sobre o dano miocárdio.

Cardiac trauma confirmed by cardiac markers in dogs: two case reports

Relatam-se dois casos de miocardite em cães. A avaliação radiográfica mostrou pneumotórax e padrão alveolar no lobo diafragmático pulmonar em um cão e arritmia em ambos os cães. As análises das proteínas cardíacas altamente sensíveis, como a CK-MB e a troponina I cardíaca, associadas ao histórico clínico e aos achados eletrocardiográficos, indicaram, com acurácia, a extensão da injúria miocárdica secundária ao trauma.

Avaliação da função cardíaca em cães com anemia normovolência aguda experimental

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

Efeitos da hiperaceleração de histonas na diferenciação in vitro de células tronco embrionárias murinas

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

Cardiomiopatia hipertensiva em cães com leishmaniose visceral

Pós-graduação em Medicina Veterinária - FCAV

Caracterização clínica da cardiomiopatia hipertrófica hipertensiva em cães com doença renal crônica (DRC)

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

Determinação dos marcadores cardíacos e de lipoperoxidação em equinos sob influência de exercícios de alta e baixa intensidade em esteira de alta velocidade e suplementação com vitamina E (dl-alfa-tocoferol)

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

Metabolismo oxidativo e cardíaco de equinos submetidos a exercício de baixa intensidade antes e após suplementação com antioxidante

The present study aimed to evaluate cardiac and lipoperoxidation markers in horses subjected to low intensity and long duration (TLD) exercise test, before and after vitamin E supplementation. For this purpose, 10 horses were used, subjecting them to the first TLD with a workload based on individual maximal oxygen uptake (VO2max). Then, horses received vitamin E (dl-alpha-tocopherol) during 59 days at a daily oral dose of 1,000IU, and thereafter they performed a second TLD with the same protocol as the first. Blood samples were collected to determine plasma malondialdehyde (MDA) as an index of lipoperoxidation, serum cardiac troponin I (cTnI) and creatine kinase MB isoenzyme (CK-MB) as cardiac markers. As a result of the exercise, there was no significant increase in MDA or cTnI, but serum CK-MB increased suggesting myocardial stress. The supplementation was able to minimize reactive oxygen species production, as evidenced by lower concentrations of MDA at all times evaluated, but it didn't cause protective effect on the myocardium. It was concluded that the low intensity and long duration exercise promoted light myocardial stress in horses and vitamin E supplementation reduced lipoperoxidation.