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BACKGROUND: The radial artery became preferable access for percutaneous coronary interventions (PCI). The latest European Society of Cardiology guidelines strongly recommended transradial access in patients with ST-segment elevation myocardial infarction (STEMI). Though, in a significant portion of the coronary artery, invasive procedure crossover to femoral is necessary. AIMS: This study aimed to determine the ratio, risk factors, and periprocedural outcomes of crossover from radial to femoral access during PCI in a contemporary STEMI registry. METHODS: Based on data from the Polish registry ORPKI, we analyzed 90245 patients with a diagnosis of STEMI that were intended to be treated invasively via transradial access between 2014 and 2019. RESULTS: In 1484 (1.6 %) individuals, a switch to femoral access was necessary during the procedure. The most important independent predictors of vascular crossover were female sex, previous coronary artery bypass graft, class 3 and 4 of the Killip scale, left main disease, as well as any complications during coronary angiography. In that cohort, the risk of bleeding at the puncture site was over 20-fold higher. Major disparities in periprocedural outcomes (death during procedure, cardiac arrest during PCI, Thrombolysis In Myocardial Infarction (TIMI) after PCI, and no-reflow) between these groups resulted from disparities in initial characteristics, and they were not associated with crossover itself. CONCLUSIONS: Even though the risk of crossover to femoral is currently low, it appears to be indispensable to sustain operators' experience both in radial and femoral approaches to achieve the best outcomes in these patients.
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Infarto del Miocardio , Intervención Coronaria Percutánea , Infarto del Miocardio con Elevación del ST , Femenino , Arteria Femoral , Humanos , Masculino , Infarto del Miocardio/diagnóstico , Infarto del Miocardio/cirugía , Intervención Coronaria Percutánea/efectos adversos , Polonia , Arteria Radial/cirugía , Sistema de Registros , Factores de Riesgo , Infarto del Miocardio con Elevación del ST/etiología , Infarto del Miocardio con Elevación del ST/cirugía , Resultado del TratamientoRESUMEN
BACKGROUND Caseous calcification of the mitral annulus (CCMA) is an uncommon form of mitral annular calcification and can be misdiagnosed as heart abscess, neoplasm, or other lesions occupying the atrioventricular groove. Data regarding imaging follow-up of patients with CCMA are limited. This report presents a case of CCMA with a 3-year imaging follow-up. CASE REPORT A 66-year-old asymptomatic woman was referred to our cardiology department for further evaluation of a rapidly expanding intracardiac mass observed using transthoracic echocardiography (TTE) in an outpatient setting. A neoplasm was suspected. Echocardiographic examination was normal 5 years ago, and 2 years later, TTE revealed an echodense structure (10×10 mm) occupying the atrioventricular groove. Three years later, TTE revealed an increase in the size of the lesion (21×18 mm) and a mild acoustic shadow. Cardiac magnetic resonance imaging revealed a pathological mass (20×20×37 mm) in the posterior portion of the mitral annulus that extended into the left ventricle. Using computed tomography, a round mass (20×19×39 mm) with a demarcated area of calcification was revealed in the posterior portion of the mitral annulus. Thus, the intracardiac mass was diagnosed as CCMA. Although there was a considerable increase in lesion size (doubling of lesion size within 3 years), normal intracardiac flow and asymptomatic course of the disease remained. Therefore, this patient underwent conservative management with imaging follow-up. CONCLUSIONS In cases of atypical presentation of CCMA, multimodal imaging may provide an accurate diagnosis and important information regarding the course of the disease.
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Calcinosis , Enfermedades de las Válvulas Cardíacas , Anciano , Calcinosis/diagnóstico por imagen , Calcinosis/patología , Ecocardiografía/métodos , Femenino , Estudios de Seguimiento , Enfermedades de las Válvulas Cardíacas/diagnóstico por imagen , Humanos , Válvula Mitral/diagnóstico por imagen , Válvula Mitral/patologíaRESUMEN
Ultrasound-guided thrombin injection (UGTI) is often the first-line treatment for iatrogenic post-catheterization pseudoaneurysms (psA). There are also first reports of the use of biologically derived tissue glues (TG) instead of sole thrombin especially when UGTI was unsuccessful or in case of psA recurrence. Previously, we have established that a late to early velocity index (LEVI) < 0.2 could be a predictor of an increased risk of psA recurrence after standard UGTI. In this paper, we report our first experiences when the choice of the first-line treatment method was based on LEVI assessment. From May 2017 till January 2020 we included 36 patients with psA. Of them, 10 had LEVI < 0.2 and they underwent ultrasound-guided tissue glue injection (UGTGI) with biological TG and 26 had LEVI > 0.2 and they underwent UGTI. The injection set containing human thrombin and fibrinogen was used for UGTGI. Bovine thrombin was used for UGTI. The success rate was 100% and no psA recurrence was detected during a 2-week follow-up. It was significantly better when compared to the expected recurrence rates based on our previous 14 years of experience (0% vs. 13%, p = 0.01). All complications (10% in the UGTGI group and 15% in the UGTI group) were mild and transient and included clinical symptoms of paresthesia, numbness, tingling, or pain. Their rates were comparable to the rates we previously reported. No significant differences in other characteristics were observed. The approach to choose the first-line treatment method for iatrogenic psA based on LEVI is encouraging. It may increase the success rate and avoid unnecessary repetition of the procedure, without increasing complication rate while keeping costs of the procedure reasonable.
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Aneurisma Falso/terapia , Anciano , Anciano de 80 o más Años , Aneurisma Falso/etiología , Animales , Cateterismo/efectos adversos , Bovinos , Femenino , Fibrinógeno/administración & dosificación , Fibrinógeno/uso terapéutico , Hemostáticos/administración & dosificación , Hemostáticos/uso terapéutico , Humanos , Inyecciones , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Trombina/administración & dosificación , Trombina/uso terapéutico , Ultrasonografía IntervencionalRESUMEN
We propose a novel automatic segmentation algorithm that separates the components of human skin cells from the rest of the tissue in fluorescence data of three-dimensional scans using non-invasive multiphoton tomography. The algorithm encompasses a multi-stage merging on preprocessed superpixel images to ensure independence from a single empirical global threshold. This leads to a high robustness of the segmentation considering the depth-dependent data characteristics, which include variable contrasts and cell sizes. The subsequent classification of cell cytoplasm and nuclei are based on a cell model described by a set of four features. Two novel features, a relationship between outer cell and inner nucleus (OCIN) and a stability index, were derived. The OCIN feature describes the topology of the model, while the stability index indicates segment quality in the multi-stage merging process. These two new features, combined with the local gradient magnitude and compactness, are used for the model-based fuzzy evaluation of the cell segments. We exemplify our approach on an image stack with 200 × 200 × 100 µm3, including the skin layers of the stratum spinosum and the stratum basale of a healthy volunteer. Our image processing pipeline contributes to the fully automated classification of human skin cells in multiphoton data and provides a basis for the detection of skin cancer using non-invasive optical biopsy.
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Procesamiento de Imagen Asistido por Computador/métodos , Piel/diagnóstico por imagen , Tomografía Óptica/métodos , Algoritmos , Humanos , Microscopía de Fluorescencia por Excitación Multifotónica/métodosRESUMEN
INTRODUCTION: Arterial cannulation is inherently associated with a risk of vascular complications including pseudoaneurysm (psA) that are encountered in both radial and femoral artery access. Among various methods of treatment of pseudoaneurysm the most popular are: watchful waiting for a spontaneous resolution, ultrasound-guided compression, ultrasound-guided thrombin injection (UGTI) and surgical treatment. In many previous reports nonsurgical methods appeared to be effective in most cases. AIM: To evaluate the incidence, characteristics as well as treatment scheme of iatrogenic pseudoaneurysms in a single high-volume cardiovascular intervention center. MATERIAL AND METHODS: The study is a prospective analysis of femoral artery and radial artery pseudoaneurysm cases in a 6-year period (2015-2020) in Swietokrzyskie Cardiology Centre in Kielce, Poland. Analysis of baseline characteristics, treatment and outcomes of all pseudoaneurysm cases was performed. RESULTS: Among a total number of 7268 cardiovascular procedures, with 49.2% being of the radial approach, we diagnosed 113 cases of psA. Global prevalence of femoral artery pseudoaneurysm was 1.29% and that of radial artery pseudoaneurysm was 0.30%. Only 2 patients with femoral puncture were primarily qualified for surgical treatment due to large size of the pseudoaneurysm. The vast majority of patients underwent successful nonsurgical therapy with the major predominance of the UGTI procedure. Effectiveness of the first thrombin injection was as high as 90% in RPA and 85% in FPA, whereas all of the consecutive attempts were successful. CONCLUSIONS: UGTI is nowadays a very effective and safe method of iatrogenic pseudoaneurysm treatment that prevents further necessary surgical procedures.
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INTRODUCTION: Gender-related differences in the treatment of patients with non-ST elevation myocardial infarction (NSTEMI) have been reported in many previous studies despite the fact that an equal approach is recommended in all current guidelines. The aim of the study was to investigate whether gender-related discrepancies in the management of NSTEMI patients have changed. MATERIAL AND METHODS: Between 2012 and 2014 a total of 66,667 patients (38.3% of whom were women) with the final diagnosis of NSTEMI were included into the retrospective analysis of the Polish Registry of Acute Coronary Syndromes (PL-ACS). Differences in clinical profile, treatment, and outcomes were analysed. RESULTS: Women were older than men and more often had comorbidities. They were less likely to undergo coronary angiography (88.4% vs. 92.1%, p < 0.05) as well as percutaneous coronary intervention (59.6% vs. 71.9%, p < 0.05). In the general population women had also significantly worse in-hospital prognosis as well as in 12-month follow-up. After the age adjustment the outcomes in women were at least as good as in men. In multivariate analysis females had the same risk as men in-hospital RR = 1.02 (95% CI: 0.97-1.08, p = 0.45) and lower in 12-month observation RR = 0.94 (95% CI: 0.92-0.97, p < 0.0001). CONCLUSIONS: In comparison with previous reports on NSTEMI patients, gender-related disparities in the treatment and outcomes were radically reduced. Unadjusted mortality rates were still higher in women as a consequence of their older age. After the age adjustment, mortality ratios were similar in both genders. The long-term prognosis seems to be even better in women.
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BACKGROUND: With the emerging interest in patients with myocardial infarction with non-obstructive coronary arteries (MINOCA), there is a need to define an even broader group of patients with the syndrome of myocardial ischemia with non-obstructive coronary arteries (INOCA). There are limited data on the clinical characteristics and prognoses of such patients who present with symptoms of acute coronary syndrome (ACS) and undergo urgent coronary angiography that reveals no significant lesions. The aim of this observational study was to compare patients with ACS INOCA and those with ACS with obstructive coronary artery disease (OCAD) both within unadjusted cohorts and with propensity score matched controls. METHODS AND RESULTS: This observational study was based on the data from the Polish National Registry of Invasive Cardiology Procedures. Of 9744 patients included, 7624 had OCAD and 2120 had ACS INOCA. In unadjusted cohorts, the overall survival and incidence of major adverse cardiovascular events (MACE: death, cardiac arrest, myocardial infarction, stroke, and heart failure hospitalization) until 36 months were higher in patients with ACS OCAD. Following propensity matching, higher win ratios of death (p = 0.02), additional revascularizations by percutaneous coronary intervention or coronary artery bypass graft surgery (p<0.001), and cardiac hospitalization (p<0.001) were observed in these patients. In contrast, the win ratios of myocardial infarction (p = 0.74), heart failure hospitalization (p = 0.86), and MACE (p = 0.07) were not significantly different between the groups. CONCLUSIONS: The prognosis of patients with ACS INOCA was more favorable than that of patients with ACS OCAD; however, the differences diminished after adjustments for the initial clinical profiles. An ACS incident should not be judged as trivial even when cardiac markers remain stable and no significant lesions are found on angiography.
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Síndrome Coronario Agudo/patología , Vasos Coronarios/diagnóstico por imagen , Síndrome Coronario Agudo/mortalidad , Síndrome Coronario Agudo/cirugía , Anciano , Angiografía Coronaria , Puente de Arteria Coronaria , Femenino , Humanos , Estimación de Kaplan-Meier , Tiempo de Internación , Masculino , Persona de Mediana Edad , Intervención Coronaria Percutánea , Pronóstico , Puntaje de Propensión , Sistema de Registros , Factores de Riesgo , Prevención SecundariaRESUMEN
INTRODUCTION: Dynamic changes both in clinical profile and treatment strategy of non ST-segment elevation myocardial infarction (NSTEMI) patients have been observed recently. The exact impact of them on prognosis in a wide national population remains unclear. AIM: To evaluate the impact of treatment advances between 2005 and 2014 on the outcomes of NSTEMI cases. MATERIAL AND METHODS: NSTEMI patients from the Polish Registry of Acute Coronary Syndromes (PL-ACS) were included to the analysis. The mortality rate in a hospital observation as well as in 12-month follow-up was evaluated. RESULTS: The frequency of diabetes, hypertension, prior coronary artery interventions (especially percutaneous coronary intervention) raised. A frequency of invasive procedures increased remarkably (coronary angiography from 35.8% to 90.7%; p < 0.05 and percutaneous coronary intervention from 25.7% to 63.6%; p < 0.05). The usage of P2Y12 - inhibitors raised substantially from 56% to 93%; p < 0.05. In-hospital mortality decreased by fifty percent (in women from 6.6% to 3.3%; p < 0.001 and in men from 4.9% to 2.5%; p < 0.001, respectively). Similarly, 12-month mortality decreased up to one third (in women from 21.6% to 15.1%; p < 0.001 and in men from 17.8% to 12.8%; p < 0.001, respectively). Invasive strategy appeared to be the strongest factor decreasing mortality. Into in-hospital observation it reduces triple mortality risk whereas in 12-month follow up twice. Using propensity score matching analysis the impact of the treatment improvements on relative risk reduction was estimated on over 60%. CONCLUSIONS: In last decade the outcomes of NSTEMI in Poland improved substantially. The predominant impact on it had a routine invasive strategy.
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BACKGROUND: Peak left atrial longitudinal strain (PALS) can help identify left atrial appendage thrombus (LAAT) in patients with atrial fibrillation. Nevertheless, few studies have been performed in patients in sinus rhythm without established indications for anticoagulation but with increased risk of LAAT, such as heart failure (HF) with severe left ventricular systolic dysfunction patients. The primary aim of this study was to identify clinical and transthoracic echocardiography predictors of LAAT in HF patients with very low left ventricular ejection fraction and sinus rhythm. The secondary objective was to analyze frequencies and predictors of a composite clinical endpoint of death or hospitalization for ischemic stroke. METHODS: We included 63 patients with HF, left ventricular ejection fraction < 25%, sinus rhythm at presentation, no history of atrial fibrillation, and without any established indications for anticoagulation. We determined whether clinical and transthoracic echocardiography parameters, including left atrial strain analysis, predicted LAAT. Transesophageal echocardiography was performed in all patients. When LAAT was detected, anticoagulation was recommended. The participants were followed for a median of 28.6 months (range 4-40) to determine the composite endpoint. RESULTS: LAAT was found in 20 (31.7%) patients. Global PALS was the best independent predictor of LAAT in univariate and multivariate logistic regression analyses (Gini coefficient 0.65, area under the receiver-operating characteristic curve 0.83). A global PALS value below 8% was a good discriminator of LAAT presence (odds ratio 30.4, 95% CI 7.2-128, p < 0.001). During follow-up, 18 subjects (28.6%) reached the composite clinical endpoint. CHA2DS2-VASc score, use of angiotensin-converting-enzyme inhibitors or angiotensin receptor blockers, and body surface area were significant predictors for the composite endpoint of death or hospitalization for ischemic stroke in the multivariate regression model. CONCLUSIONS: LAAT was relatively common in our group of HF patients and PALS has shown prognostic potential in LAAT identification. Further research is needed to determine whether initiation of anticoagulation or additional screening supported by PALS measurements will improve clinical outcomes in these patients.
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Ecocardiografía Transesofágica/métodos , Cardiopatías/diagnóstico , Insuficiencia Cardíaca/complicaciones , Frecuencia Cardíaca/fisiología , Contracción Miocárdica/fisiología , Trombosis/diagnóstico , Función Ventricular Izquierda/fisiología , Apéndice Atrial , Femenino , Cardiopatías/etiología , Cardiopatías/fisiopatología , Insuficiencia Cardíaca/diagnóstico , Insuficiencia Cardíaca/fisiopatología , Humanos , Masculino , Persona de Mediana Edad , Valor Predictivo de las Pruebas , Trombosis/etiología , Trombosis/fisiopatologíaRESUMEN
BACKGROUND: Both unstable angina and non-ST-segment elevation myocardial infarction (NSTEMI) are still classified together in non-ST-elevation acute coronary syndromes despite the fact they substantially differ in both clinical profile and prognosis. The aim of the present study was to evaluate contemporary clinical characteristics and outcomes of unstable angina patients after percutaneous coronary intervention (PCI) in comparison with stable angina and NSTEMI in Swietokrzyskie District of Poland in years 2015-2017. METHODS: A total of 7187 patients after PCI from ORPKI Registry (38% with diagnosis of unstable angina) were included into the analysis. Impact of clinical presentation (unstable angina, stable angina, NSTEMI, STEMI) on three-year outcomes were determined. RESULTS: Unstable angina patients were older than stable angina but younger than NSTEMI individuals. In unstable angina group, the percentage of previous myocardial infarction (MI), PCI or coronary artery bypass grafting (CABG) was the highest among all analyzed groups. In three-year observation, the risk of death as well as MI and MACE in unstable angina after PCI was higher than stable angina angina but considerably lower than in the NSTEMI group. Multivariate analysis confirmed that prognosis in NSTEMI was substantially worse in comparison with unstable angina [relative risk (RR) 1.365, 95% confidence interval (CI): 1.126-1.655, P = 0.0015]. On the contrary in unstable angina and stable angina patients, the impact of diagnosis on mortality risk was similar (RR 1.189, 95% CI: 0.932-1.518, P = 0.1620). Parallel results were observed in respect of MI and MACE. Independent predictors of death or MACE were: age, kidney disease, hypertension, diabetes, previous stroke or previous PCI. CONCLUSION: Three-year prognosis in unstable angina was considerable better in comparison with NSTEMI. On the contrary, after adjustment for baseline differences, the outcomes (death, MI, MACE) in unstable angina and stable angina patients were comparable.
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Angina Inestable/cirugía , Enfermedad de la Arteria Coronaria/cirugía , Stents Liberadores de Fármacos/estadística & datos numéricos , Intervención Coronaria Percutánea/métodos , Antagonistas del Receptor Purinérgico P2Y/uso terapéutico , Adulto , Anciano , Anciano de 80 o más Años , Angina Estable/cirugía , Angina Inestable/diagnóstico por imagen , Angiografía Coronaria , Puente de Arteria Coronaria/estadística & datos numéricos , Enfermedad de la Arteria Coronaria/diagnóstico por imagen , Femenino , Humanos , Modelos Logísticos , Masculino , Persona de Mediana Edad , Mortalidad , Infarto del Miocardio sin Elevación del ST/cirugía , Polonia , Sistema de Registros , Infarto del Miocardio con Elevación del ST/cirugía , Resultado del TratamientoRESUMEN
BACKGROUND: Non-ST-segment elevation myocardial infarction (NSTEMI) has become the most frequently encountered type of myocardial infarction. The patient clinical profile and management has evolved over the past decade. As there is still a scarcity of data on the latest trends in NSTEMI, changes herein were observed and assessed in the treatment and outcomes in Poland between 2005 and 2014. METHODS: A total of 197,192 patients with NSTEMI who enrolled in the Polish Registry of Acute Coronary Syndromes (PL-ACS) between 2005 and 2014 were analyzed. In-hospital and 12-month mortality were assessed. RESULTS: Coronary angiography use increased from 35.8% in 2005-2007 to 90.7% in 2012-2014 (p < 0.05), whereas percutaneous coronary intervention increased from 25.7% in 2005-2007 to 63.6% in 2012-2014 (p < 0.05). There was a 50% reduction in in-hospital mortality (from 5.6% in 2005-2007 to 2.8% in 2012-2014; p < 0.05) and a 30% reduction in 1-year mortality (from 19.4% in 2005-2007 to 13.7% in 2012-2014; p < 0.05). A multivariate analysis confirmed an immense impact of invasive strategy on patient prognosis during in-hospital observation with an odds ratio (OR) of 0.31 (95% confidence interval [CI] 0.29-0.33; p < 0.05) as well as during the 12-month observation with an OR of 0.51 (95% CI 0.49-0.52; p < 0.05). CONCLUSIONS: Over the past 10 years, an important advance in the management of NSTEMI has taken place in Poland. Routine invasive strategy resulted in a significant decrease in mortality rates in all groups of NSTEMI patients.
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Infarto del Miocardio , Síndrome Coronario Agudo , Niño , Angiografía Coronaria , Femenino , Humanos , Masculino , Persona de Mediana Edad , Infarto del Miocardio sin Elevación del ST , Intervención Coronaria Percutánea , Polonia , Sistema de Registros , Factores de Riesgo , Volumen Sistólico , Resultado del Tratamiento , Función Ventricular IzquierdaRESUMEN
BACKGROUND: Elderly patients (≥75 years old) with non-ST-segment elevation myocardial infarction (NSTEMI) represent a large subgroup of all cases. They are rarely included in randomized trials because of comorbidities and concerns about complications. Furthermore, invasive treatments are used less frequently in this patient group. The aim of this study was to analyze trends in invasive procedures and outcomes in elderly patients with NSTEMI from 2005 to 2014. PATIENTS AND METHODS: We analyzed 68 978 elderly patients with NSTEMI enrolled in the prospective, nationwide Polish Registry of Acute Coronary Syndromes from 2005 to 2014. RESULTS: Elderly patients accounted for 34.9% of all patients with NSTEMI. There was an increase in the rate of coronary angiography from 19.1% in 2005-2007 to 83.5% in 2012-2014 among women (P<0.05) and from 26.0 to 87.5% among men (P<0.05). Simultaneously, there was an increase in percutaneous coronary intervention usage from 12.9% in 2005-2007 to 56.3% in 2012-2014 among women (P<0.05) and from 17.6 to 60.5% among men (P<0.05). On comparing the periods of 2005-2007 and 2012-2014, in-hospital mortality decreased considerably from 9.6 to 5.3% among women (P<0.05) and from 9.1 to 4.7% among men (P<0.05). In the same time period, the 12-month mortality ratio decreased: from 30.5 to 22.0% among women (P<0.05) and from 32.0 to 22.8% among men (P<0.05). In multivariate analysis, age was one of the most important factors associated with poorer outcome. With each increased decade of life, the outcomes worsened - the relative risk of mortality was 1.63 [95% confidence interval (CI): 1.59-1.68] for the in-hospital prognosis and 1.57 (95% CI: 1.55-1.59) for the 12-month prognosis. Invasive treatment strategy was the strongest factor associated with improved outcome, with a relative risk of 0.31 (95% CI: 0.29-0.33) for in-hospital mortality and 0.51 (95% CI: 0.49-0.52) for 12-month mortality, respectively. CONCLUSION: Patients with NSTEMI benefit considerably from invasive procedures independent of age. In-hospital as well as 12-month outcomes in elderly patients improved markedly in the last decade as a result of the wide implementation of an invasive treatment strategy.
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Angiografía Coronaria/tendencias , Disparidades en Atención de Salud/tendencias , Infarto del Miocardio sin Elevación del ST/terapia , Intervención Coronaria Percutánea/tendencias , Factores de Edad , Anciano , Femenino , Mortalidad Hospitalaria/tendencias , Humanos , Masculino , Persona de Mediana Edad , Infarto del Miocardio sin Elevación del ST/diagnóstico por imagen , Infarto del Miocardio sin Elevación del ST/mortalidad , Intervención Coronaria Percutánea/efectos adversos , Intervención Coronaria Percutánea/mortalidad , Polonia , Valor Predictivo de las Pruebas , Sistema de Registros , Medición de Riesgo , Factores de Riesgo , Factores Sexuales , Factores de Tiempo , Resultado del TratamientoRESUMEN
Recently, research on mining microRNA (or miRNA) expression data has received a lot of attention, mainly because of its role in gene regulation. However, such type of data - usually saved in the form of microarrays - are very specific, because they contain only a small number of cases (often less than 100) compared with large number of attributes (equal to several hundreds or even tens of thousand). The small number of cases available during the learning process can cause instability of the newly created classifiers. Secondly, the huge number of attributes imposes the necessity of selecting only a few dominant attributes strongly correlated with the decision. Thus, an application of fundamental machine learning approaches of mining microarray data and its further classification is problematic or even could just fail.Thus, the main goal of our research is to develop the generalized algorithm of mining microarray data (including miRNA data sets), mainly to improve stability and, consequently, accuracy of classification for the newly created learning classifiers. The main concept of the novel approach is based on iteratively inducing many subsequent decision rule sets - called decision rule generations - instead of inducing only a single decision rule set, as it is done routinely. The decision rules have been chosen as the baseline classifiers of the newly developed LEMRG (Learning from Examples Module based on Rule Generations) algorithm mainly because the decision rule-based knowledge representation is easier for humans to comprehend, rather than other learning models. In our research we used a miRNA expression level learning data set describing 11 types of human cancers, while the testing data set contained poorly differentiated cases of only four types of cancers. As expected, our new classifiers - saved in the form of so-called cumulative decision rule sets - had better stability and accuracy of classification than single decision rule sets induced in the traditional manner. Furthermore, the LEMRG was compared with other machine learning models. It was proven that only 3 out of all 16 tested classifiers enabled so effective classification as our newly developed approach. Thus, using our cumulative set of decision rules, all cases of cancer from two selected concepts - colon and ovary - were correctly classified. Furthermore, we showed the role of these selected miRNAs as the potential biomarkers for diagnosis of tumors.A preliminary result of our research on decision rule generations was initially presented at the first International Conference of Digital Medicine and Medical 3D Printing (17-19.06.2016, Nanjing, China).
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Algoritmos , Minería de Datos , MicroARNs/análisis , Humanos , Análisis por MicromatricesAsunto(s)
Neoplasias Cardíacas/complicaciones , Válvula Mitral/diagnóstico por imagen , Mixoma/complicaciones , Inconsciencia/etiología , Adulto , Adventicia/patología , Procedimientos Quirúrgicos Cardíacos/métodos , Ecocardiografía Transesofágica , Femenino , Neoplasias Cardíacas/diagnóstico , Neoplasias Cardíacas/cirugía , Humanos , Válvula Mitral/cirugía , Mixoma/diagnóstico , Mixoma/cirugíaRESUMEN
BACKGROUND: Thrombocytopenia is a possible side effect of routinely administered medical agents widely used in the management of patients with acute coronary syndromes (ACS). It is usually observed within 24 h after abciximab infusion. Differential diagnosis is challenging and the management controversial. METHODS: We present a case of abciximab-induced thrombocytopenia which occurred after a standard treatment. RESULTS: A 57-year-old male was admitted with ST-segment elevation ACS. Coronary angiography revealed an acute occlusion of the diagonal branch by massive thrombus. The patient was administered clopidogrel and acetylsalicylic acid followed by unfractionated heparin and abciximab according to the current guidelines. A rapid progression of thrombocytopenia up to 1 × 10(9)/L was observed. A total of 5 pooled platelet units were transfused and intravenous dexamethasone. Dual antiplatelet therapy was continued. CONCLUSION: Although specific mechanisms of abciximab-related thrombocytopenia are still unclear and the management is not well established, the patient responded well to the therapy and his recovery was uneventful.
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Anticuerpos Monoclonales/efectos adversos , Fragmentos Fab de Inmunoglobulinas/efectos adversos , Infarto del Miocardio con Elevación del ST/tratamiento farmacológico , Trombocitopenia/etiología , Abciximab , Anticuerpos Monoclonales/uso terapéutico , Aspirina/uso terapéutico , Angiografía Coronaria , Humanos , Fragmentos Fab de Inmunoglobulinas/uso terapéutico , Masculino , Persona de Mediana Edad , Inhibidores de Agregación Plaquetaria/efectos adversos , Inhibidores de Agregación Plaquetaria/uso terapéutico , Infarto del Miocardio con Elevación del ST/diagnóstico , Índice de Severidad de la Enfermedad , Trombocitopenia/diagnóstico , Factores de TiempoRESUMEN
Baclground: Due to increasing number of patients treated by cardiac implantable electronic devices we observe increasing number of complications after these procedures Material and methods: We analysed causes of early surgical revision of implantable devices connected with 1673 procedures of implantation (871 procedures) or exchange (802 procedures) of pacing systems (PM), cardioverter-difibrillators (ICD) and resynchronisation systems (CRT) in one local centre of electrotherapy in years 2012 to 2015. We characterised risk factors and its influence on encountered complications. Results: In analysed period 72 reinterventions after implantations or exchanges of PM/ICD/CRT were performed. Main causes of early complications were: lead malfunction (2.5%), including the dislodgement of the leads in 1.9%, pocket hematoma (1.4%) and other abnormalities of the pocket (0.4 %), including pocket infections in 0.2%. The most important risk factors of early complications were often implantations of the leads with passive fixation and anticoagulation therapy in perioperative period. Conclusions: The knowledge of the early complications after implantations and exchanges of PM/ICD/CRT should improve the safety of procedures through more often used of the leads with active fixation and properly preparation of the patients requering the antithrombic therapy.
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Terapia por Estimulación Eléctrica/efectos adversos , Hematoma/etiología , Complicaciones Posoperatorias/epidemiología , Reoperación/estadística & datos numéricos , Anciano , Anciano de 80 o más Años , Anticoagulantes/efectos adversos , Desfibriladores Implantables , Terapia por Estimulación Eléctrica/estadística & datos numéricos , Femenino , Hematoma/epidemiología , Hematoma/cirugía , Humanos , Incidencia , Masculino , Persona de Mediana Edad , Marcapaso Artificial , Periodo Perioperatorio , Factores de RiesgoRESUMEN
Aim: To assess risk factors and prognosis in patients with ST-segment elevation myocardial infarction (STEMI) and cardiogenic shock (CS) in Poland. Methods: Data from The Polish Registry of Acute Coronary Syndromes (PL-ACS) were analysed in 2008-2012. A total of 57400 consecutive STEMI patients included. The results of treatment and prognosis of patients with and without CS were compared. An additional analysis of the prognosis of men and women with CS was performed. Results: There were 34.2% of women and 65.8% of men. CS was diagnosed in 3589 (6.3%) patients (females 7.3% vs. males 5.7%, p<0.003). In multivariate analysis CS was the strongest factor affecting both inhospital (OR 2.51; 95%CI 2.25-2.80; p<0.0001) and 12-month (OR 2.09; 95%CI 1.96-2.24; p<0.0001) mortality. The worst prognosis was associated with pulmonary edema, advanced age, left or right bundle branch block, atrial fibrillation, and anterior MI. An early invasive strategy up to six hours from the symptom onset were the only factors reducing in-hospital and 12-month mortality. Despite of high female ratio in the group with CS and higher mortality in the female group, the female sex did not influence the in-hospital prognosis. Conclusion: In spite of enormous progress in the treatment of STEMI cardiogenic shock remains an important complication affecting the in-hospital and long-term prognosis. A symptom onset-to-treatment time is the key element in the management of patients with CS. Proper diagnosis and management including wide interventional strategy implementation increase the survival chance. An intensive study on novel treatment modalities and on effective identification methods of patients at risk and are warranted.
Asunto(s)
Sistema de Registros , Infarto del Miocardio con Elevación del ST/etiología , Choque Cardiogénico/etiología , Factores de Edad , Anciano , Anciano de 80 o más Años , Fibrilación Atrial , Femenino , Humanos , Masculino , Persona de Mediana Edad , Polonia , Pronóstico , Edema Pulmonar , Factores de Riesgo , Infarto del Miocardio con Elevación del ST/complicaciones , Infarto del Miocardio con Elevación del ST/etnología , Infarto del Miocardio con Elevación del ST/terapia , Choque Cardiogénico/complicaciones , Choque Cardiogénico/etnología , Choque Cardiogénico/terapiaRESUMEN
A case of a 64-year-old male with multiple cardiovascular disease risk factors and non-ST segment elevation myocardial infarction complicated by recurrent stent thrombosis is presented. Percutaneous coronary angioplasty with bare metal stent implantation was performed due to critical stenosis of the left circumflex coronary artery. The recovery was complicated by two episodes of stent thrombosis on the 4th and 10th day of in-hospital stay, both treated by subsequent percutaneous coronary interventions. Our hypothesis of resistance to antiplatelet therapy was confirmed by an in vitro test.