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1.
Eur Heart J ; 45(1): 32-41, 2024 Jan 01.
Artigo em Inglês | MEDLINE | ID: mdl-37453044

RESUMO

AIMS: Transoesophageal echocardiography (TOE) is often performed before catheter ablation or cardioversion to rule out the presence of left atrial appendage thrombus (LAT) in patients on chronic oral anticoagulation (OAC), despite associated discomfort. A machine learning model [LAT-artificial intelligence (AI)] was developed to predict the presence of LAT based on clinical and transthoracic echocardiography (TTE) features. METHODS AND RESULTS: Data from a 13-site prospective registry of patients who underwent TOE before cardioversion or catheter ablation were used. LAT-AI was trained to predict LAT using data from 12 sites (n = 2827) and tested externally in patients on chronic OAC from two sites (n = 1284). Areas under the receiver operating characteristic curve (AUC) of LAT-AI were compared with that of left ventricular ejection fraction (LVEF) and CHA2DS2-VASc score. A decision threshold allowing for a 99% negative predictive value was defined in the development cohort. A protocol where TOE in patients on chronic OAC is performed depending on the LAT-AI score was validated in the external cohort. In the external testing cohort, LAT was found in 5.5% of patients. LAT-AI achieved an AUC of 0.85 [95% confidence interval (CI): 0.82-0.89], outperforming LVEF (0.81, 95% CI 0.76-0.86, P < .0001) and CHA2DS2-VASc score (0.69, 95% CI: 0.63-0.7, P < .0001) in the entire external cohort. Based on the proposed protocol, 40% of patients on chronic OAC from the external cohort would safely avoid TOE. CONCLUSION: LAT-AI allows accurate prediction of LAT. A LAT-AI-based protocol could be used to guide the decision to perform TOE despite chronic OAC.


Assuntos
Apêndice Atrial , Fibrilação Atrial , Cardiopatias , Trombose , Humanos , Ecocardiografia Transesofagiana/métodos , Apêndice Atrial/diagnóstico por imagem , Volume Sistólico , Inteligência Artificial , Fibrilação Atrial/complicações , Função Ventricular Esquerda , Ecocardiografia , Cardiopatias/diagnóstico , Trombose/diagnóstico , Fatores de Risco
2.
Eur J Clin Pharmacol ; 76(3): 419-430, 2020 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-31897532

RESUMO

PURPOSE: Impaired antiplatelet effect of clopidogrel (CLP) can result from drug-drug interactions and genetic polymorphisms of drug-metabolizing enzymes. The aim of the study was to evaluate the effect of genetic polymorphisms of ABCB1 and the selected cytochrome P450 isoenzymes on the pharmacodynamics and pharmacokinetics of CLP and its metabolites in patients co-treated with atorvastatin or rosuvastatin. METHODS: The study involved 50 patients after coronary angiography/angioplasty treated with CLP and atorvastatin (n = 25) or rosuvastatin (n = 25) for at least 6 months. Plasma concentrations of CLP, diastereoisomers of thiol metabolite (inactive H3 and active H4), and inactive CLP carboxylic acid metabolite were measured by UPLC-MS/MS method. Identification of the CYP2C19*2, CYP2C19*17, CYP3A4*1G, CYP1A2*1F, and ABCB1 C3435T genetic polymorphisms was performed by PCR-RFLP, while platelet reactivity units (PRU) were tested using the VerifyNow P2Y12 assay. RESULTS: There were significant differences in the pharmacokinetic parameters of the H4 active metabolite of CLP in the atorvastatin and rosuvastatin group divided according to their CYP2C19 genotype. There were no significant associations between CYP3A4, CYP1A2, and ABCB1 genotypes and pharmacokinetic parameters in either statin groups. In the multivariate analysis, CYP2C19*2 genotype and non-genetic factors including BMI, age, and diabetes significantly affected platelet reactivity in the studied groups of patients (P < 0.01). In the atorvastatin group, CYP2C19*2, CYP3A4*1G, and ABCB1 C3435T TT genotypes were independent determinants of PRU values (P < 0.01). CONCLUSION: The CYP2C19*2 allele is the primary determinant of the exposition to the H4 active metabolite of clopidogrel and platelet reactivity in patients co-treated with atorvastatin or rosuvastatin.


Assuntos
Atorvastatina/uso terapêutico , Clopidogrel/farmacocinética , Clopidogrel/uso terapêutico , Sistema Enzimático do Citocromo P-450/genética , Polimorfismo Genético/genética , Rosuvastatina Cálcica/uso terapêutico , Alelos , Anticolesterolemiantes/uso terapêutico , Plaquetas/efeitos dos fármacos , Feminino , Genótipo , Humanos , Isoenzimas/uso terapêutico , Masculino , Pessoa de Meia-Idade , Agregação Plaquetária/efeitos dos fármacos , Inibidores da Agregação Plaquetária/farmacocinética , Inibidores da Agregação Plaquetária/uso terapêutico
3.
Heart Vessels ; 34(2): 352-359, 2019 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-30140958

RESUMO

Inflammation, oxidative stress, myocardial injury biomarkers and clinical parameters (longer AF duration, left atrial enlargement, the metabolic syndrome) are factors commonly related to AF recurrence. This study aims to assess the predictive value of laboratory and clinical parameters responsible for early recurrence of atrial fibrillation (ERAF) following cryoballoon ablation (CBA) using statistical assessment and machine learning algorithms. This study group comprised 118 consecutive patients (mean age, 62.5 ± 7.8 years; women 36%) with paroxysmal (54.1%) and persistent (45.9%) AF who underwent their first pulmonary vein isolation (PVI) performed by CBA (Arctic Front Advance 2nd generation 28 mm). The biomarker concentrations were measured at baseline and after CBA in a 24-h follow-up. ERAF was defined as at least a 30-s episode of arrhythmia registered by a 24 h-Holter monitor within the 3 months following the procedure. 56 clinical, laboratory and procedural variables were collected from each patient. We used two classification algorithms: support vector machines, gradient boosted tree. The synthetic minority over-sampling technique (SMOTE) was used to provide a balanced training data set. Within a period of 3 months 21 patients (17.8%) experienced ERAF. The statistical analysis indicated that the lowered levels of post-ablation TnT (p = 0.043) and CK-MB (p = 0.010) with the TnT elevation (p = 0.044) were the predictors of ERAF following CBA. In addition, diabetes and statin treatment were significantly associated with ERAF after CBA (p < 0.05). The machine learning algorithms confirmed the results obtained in the univariate analysis.


Assuntos
Algoritmos , Fibrilação Atrial/cirurgia , Criocirurgia/métodos , Sistema de Condução Cardíaco/cirurgia , Aprendizado de Máquina , Veias Pulmonares/cirurgia , Fibrilação Atrial/fisiopatologia , Eletrocardiografia Ambulatorial , Feminino , Seguimentos , Sistema de Condução Cardíaco/fisiopatologia , Humanos , Masculino , Pessoa de Meia-Idade , Prognóstico , Recidiva , Estudos Retrospectivos , Fatores de Tempo
4.
J Transl Med ; 16(1): 334, 2018 12 03.
Artigo em Inglês | MEDLINE | ID: mdl-30509300

RESUMO

BACKGROUND: Increased systemic and local inflammation play a vital role in the pathophysiology of acute coronary syndrome. This study aimed to assess the usefulness of selected machine learning methods and hematological markers of inflammation in predicting short-term outcomes of acute coronary syndrome (ACS). METHODS: We analyzed the predictive importance of laboratory and clinical features in 6769 hospitalizations of patients with ACS. Two binary classifications were considered: significant coronary lesion (SCL) or lack of SCL, and in-hospital death or survival. SCL was observed in 73% of patients. In-hospital mortality was observed in 1.4% of patients and it was higher in the case of patients with SCL. Ensembles of decision trees and decision rule models were trained to predict these classifications. RESULTS: The best performing model for in-hospital mortality was based on the dominance-based rough set approach and the full set of laboratory as well as clinical features. This model achieved 81 ± 2.4% sensitivity and 81.1 ± 0.5% specificity in the detection of in-hospital mortality. The models trained for SCL performed considerably worse. The best performing model for detecting SCL achieved 56.9 ± 0.2% sensitivity and 66.9 ± 0.2% specificity. Dominance rough set approach classifier operating on the full set of clinical and laboratory features identifies presence or absence of diabetes, systolic and diastolic blood pressure and prothrombin time as having the highest confirmation measures (best predictive value) in the detection of in-hospital mortality. When we used the limited set of variables, neutrophil count, age, systolic and diastolic pressure and heart rate (taken at admission) achieved the high feature importance scores (provided by the gradient boosted trees classifier) as well as the positive confirmation measures (provided by the dominance-based rough set approach classifier). CONCLUSIONS: Machine learned models can rely on the association between the elevated inflammatory markers and the short-term ACS outcomes to provide accurate predictions. Moreover, such models can help assess the usefulness of laboratory and clinical features in predicting the in-hospital mortality of ACS patients.


Assuntos
Síndrome Coronariana Aguda/sangue , Biomarcadores/sangue , Inflamação/sangue , Aprendizado de Máquina , Modelos Teóricos , Idoso , Mortalidade Hospitalar , Humanos , Modelos Logísticos , Curva ROC , Reprodutibilidade dos Testes , Fatores de Tempo , Resultado do Tratamento
5.
Eur J Clin Pharmacol ; 73(12): 1623-1632, 2017 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-28914344

RESUMO

PURPOSE: A high interindividual variability is observed in the pharmacokinetics of clopidogrel, a widely used antiplatelet drug. In the present study, a joint parent-metabolite population pharmacokinetic model was developed to adequately describe observed concentrations of clopidogrel and its active thiol metabolite (H4). METHODS: The study included 63 patients undergoing elective coronarography or percutaneous coronary intervention. The population pharmacokinetic model was developed in the NONMEM 7.3 software, and first-order conditional estimation method with interaction was applied. Also, the influence of covariates was evaluated (age, weight, body mass index (BMI), obesity defined as BMI ≥ 30 kg/m2, sex, diabetes mellitus, co-administration of PPI or statins, presence of CYP2C19*2, CYP2C19*17, CYP3A4*1G alleles, and ABCB1 3435 TT genotype). RESULTS: It was found that the only significant covariate was the presence of CYP2C19*2 allele, which had an impact on lower conversion of clopidogrel to H4. As a result, predicted area under the time-concentration curve values was lower in carriers of this allele, with median 5.94 ng h/ml (interquartile range 3.92-12.51 [ng∙h/ml]) vs. 12.70 ng h/ml in non-carriers (interquartile range, 7.00-19.39 [ng∙h/ml]), respectively (p = 0.004). CONCLUSIONS: Developed model predicts that the only significant covariate influencing the observed concentrations and therefore the exposure to the active H4 metabolite is the presence of CYP2C19*2 allele.


Assuntos
Inibidores da Agregação Plaquetária/farmacocinética , Compostos de Sulfidrila/metabolismo , Ticlopidina/análogos & derivados , Adulto , Idoso , Clopidogrel , Feminino , Genótipo , Humanos , Masculino , Modelos Teóricos , Inibidores da Agregação Plaquetária/metabolismo , Ticlopidina/metabolismo , Ticlopidina/farmacocinética
6.
Ultrastruct Pathol ; 41(3): 227-233, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28296538

RESUMO

The blood count test results of six patients (five male adolescents and one female adult) who were diagnosed with the hemolytic-uremic syndrome are presented. Certain diverse lesions and especially, their different intensity, were observed. They were referred to the clinical process and the time from syndrome occurrence to biopsy.


Assuntos
Injúria Renal Aguda/patologia , Membrana Basal Glomerular/ultraestrutura , Síndrome Hemolítico-Urêmica/patologia , Injúria Renal Aguda/diagnóstico , Adulto , Biópsia/métodos , Criança , Feminino , Síndrome Hemolítico-Urêmica/diagnóstico , Humanos , Lactente , Masculino , Microscopia/métodos , Microscopia Eletrônica/métodos
7.
Kidney Blood Press Res ; 41(2): 222-30, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27023760

RESUMO

BACKGROUND/AIMS: To prevent contrast induced renal dysfunction a periprocedural prophylactic hydration is applied. Due to dilution it should cause a drop in serum creatinine concentration (SCR). Surprisingly, no reduction in SCR after contrast admission is found in up to 25% of patients as early as 12-18 hours after coronary angiography/angioplasty. This study aims to find a clinical explanation as well as predict circumstances for this phenomenon. METHODS: Retrospective clinical and laboratory data was used from 341 patients who underwent elective coronary angiography/angioplasty, received a prophylactic hydration, and had serum creatinine concentration measured prior to, and 12-18 hours after invasive procedure with iodine contrast administration. To exclude an improper hydration due to no creatinine decrease, the number of red blood cells was analysed as well as hemoglobin and hematocrit in blood donations collected during the study time points. RESULTS: The resulting lack of serum creatinine reduction could be explained by dehydration (measured by increase in number of RBC, HGB and HCT) only in 13.5% , 10.8%, and 20% of cases, respectively. Any form of abnormal glucose metabolism combined with either baseline serum creatinine concentration <0.87 mg/dL or creatinine clearance >86.77 mL/min, or GFR by CKD EPI >80.08 mL/min/1.73 m2, or GFR by MDRD >74.48 mL/min/1.73 m2 were the predictors for no creatinine decrease at outcome. Additionally, it was demonstrated that the lack of creatinine decrease was more often observed among those patients whose initial renal function was better than in the subjects with reduction of SCR. CONCLUSIONS: This observation requires further prospective investigation on extended group of patients.


Assuntos
Angina Estável/sangue , Angina Estável/diagnóstico por imagem , Angioplastia Coronária com Balão , Angiografia Coronária , Creatinina/sangue , Cloreto de Sódio/administração & dosagem , Idoso , Angina Estável/terapia , Angioplastia Coronária com Balão/tendências , Biomarcadores/sangue , Angiografia Coronária/tendências , Feminino , Humanos , Infusões Intravenosas , Masculino , Pessoa de Meia-Idade , Projetos Piloto , Estudos Retrospectivos
8.
Ultrastruct Pathol ; 40(2): 77-82, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-26848509

RESUMO

Results of 61 cases of various glomerulopathies with thin glomerular basement membranes are presented. The largest group of 31 cases consisted of mesangial glomerulonephritis. The second largest group consisted of 19 patients with small glomerular lesions described as non-specific. This group stood out in both clinical presentations and in the higher diversity of lesions within the lamina densa of the basement membrane. The results of measurements of the lamina densa in various glomerulopathies were compared to those obtained in control groups consisting of thin basement membrane syndrome and submicroscopic glomerulonephritis.


Assuntos
Amiloidose/patologia , Membrana Basal Glomerular/ultraestrutura , Glomerulonefrite/patologia , Nefrite Lúpica/patologia , Nefrose Lipoide/patologia , Adolescente , Adulto , Idoso , Amiloidose/imunologia , Biópsia , Estudos de Casos e Controles , Criança , Pré-Escolar , Feminino , Imunofluorescência , Membrana Basal Glomerular/imunologia , Glomerulonefrite/imunologia , Humanos , Nefrite Lúpica/imunologia , Masculino , Microscopia Eletrônica , Pessoa de Meia-Idade , Nefrose Lipoide/imunologia , Adulto Jovem
9.
Pol J Pathol ; 67(4): 357-363, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-28547963

RESUMO

We examined a group of 83 patients (57 children and 26 adults) with thin basement membrane disease and 17 patients with Alport syndrome. We compared the clinical data and, above all, the morphological patterns of both disease entities, with particular focus on not very advanced changes which might lead to a misdiagnosis due to the non-detection of the early stages of Alport syndrome.


Assuntos
Membrana Basal/patologia , Nefropatias/diagnóstico , Nefrite Hereditária/diagnóstico , Adolescente , Adulto , Idoso , Membrana Basal/ultraestrutura , Criança , Pré-Escolar , Diagnóstico Diferencial , Feminino , Imunofluorescência , Humanos , Nefropatias/patologia , Masculino , Microscopia Eletrônica de Transmissão , Pessoa de Meia-Idade , Adulto Jovem
10.
Future Cardiol ; 20(3): 123-135, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38597392

RESUMO

Aim: This work was designed to investigate the associations between vitamin D metabolites, VDR gene polymorphisms and echocardiographic markers in a population of patients with cardiovascular disease. Methods: Echocardiographic markers for 42 patients were determined with tissue Doppler techniques. PCR-restriction fragment length polymorphism analysis identified genetic variants ApaI, TaqI, BsmI and FokI. A validated UHPLC-MS/MS method determined vitamin D metabolites. Results: Patients with the ApaI-GT genotype exhibited a lower pressure gradient across the aortic valve than ApaI-TT carriers. BMI, ApaI-GT, TaqI-TC, aortic arch diameter and maximal pressure gradient were significant univariate predictors of hypertension. Conclusion: A potential link exists between VDR gene polymorphisms and cardiovascular function.


Vitamin D levels in the body and variations in the vitamin D receptor gene are linked to specific heart-related markers in Polish patients with heart conditions.What is this article about? Coronary artery disease is a global health issue and the third leading cause of death. While many factors are understood to contribute to coronary artery disease, there is ongoing debate about whether vitamin D deficiency is one of them. In the past 10 years, there has been extensive research on vitamin D deficiency, characterizing it as a kind of 'pandemic' affecting a large portion of the population. Vitamin D deficiency is associated with more severe cardiovascular health issues and a higher risk of mortality.Why did we conduct this study? This study was designed to assess how different forms of vitamin D (created in the body) and genetic differences relate to heart health in people with cardiovascular disease and how they might be linked to markers observed in heart imaging.What were the results & what do they mean? Some genes seem to be more protective against hypertension than others. Some forms of vitamin D and genetic differences were linked to changes in markers observed in heart imaging. Adult patients should consume around 1000 to 2000 IU of vitamin D per day to contribute to better overall heart health.


Assuntos
Doenças Cardiovasculares , Receptores de Calcitriol , Vitamina D , Humanos , Masculino , Receptores de Calcitriol/genética , Feminino , Doenças Cardiovasculares/genética , Doenças Cardiovasculares/metabolismo , Pessoa de Meia-Idade , Vitamina D/sangue , Vitamina D/metabolismo , Polônia/epidemiologia , Polimorfismo Genético , Idoso , Ecocardiografia/métodos , Genótipo , Ecocardiografia Doppler/métodos , Biomarcadores
11.
Future Cardiol ; : 1-11, 2024 Jul 02.
Artigo em Inglês | MEDLINE | ID: mdl-38953340

RESUMO

Aim: We aimed to define the influence of P2Y12 polymorphisms (rs6801273, rs2046934, and rs6809699), diabetes, hypertension, obesity, hypercholesterolemia, statins intake, and smoking habit on clopidogrel therapy in patients undergoing percutaneous coronary intervention. Materials & methods: We used PCR-RFLP and PCR-ASO for P2Y12 genotype analysis. The effectiveness of the therapy was measured with the VerifyNow method and defined in platelet reactivity units. Results: Studied polymorphisms had no statistically significant influence on PRU before (PRU0) and 6 months (PRU6) after the procedure. H1/H1 diabetic carriers had significantly higher PRU6 values than patients without diabetes. Obese H1/H2 subjects had significantly lower PRU6 values than H1/H2 non-obese carriers. Conclusion: We found that obesity and diabetes may influence the long-term outcome of antiplatelet therapy.


Clopidogrel is a medicine that prevents platelets in the blood from clumping and blocking arteries. When the structure of the protein (e.g., P2Y12), responsible for response to clopidogrel is changed, we can observe less efficient therapy. Said changes can be caused for example by genetic polymorphisms, which are two or more variants of the same gene. This is why we wanted to check the impact of P2Y12 polymorphisms. We also wanted to check the impact of diabetes, high blood pressure, being overweight, high cholesterol blood level, cholesterol-reducing drugs, and smoking habits on clopidogrel treatment in patients after a procedure that unblocks blood vessels of the heart to restore its blood supply (percutaneous coronary intervention). We measured the efficacy of the treatment with platelet reactivity units (PRU). Studying polymorphisms had no impact on treatment efficacy before (PRU0) and 6 months (PRU6) after the medical procedure. We found that diabetes can cause higher platelet reactivity after 6 months of therapy. We noticed that being overweight may also be important, as obese patients had lower platelet reactivity values.

12.
J Clin Med ; 13(4)2024 Feb 15.
Artigo em Inglês | MEDLINE | ID: mdl-38398410

RESUMO

BACKGROUND: The factors that determine the necessity of coronary artery revascularization in patients with unstable angina (UA) have been supported by limited data. Therefore, this study aimed to identify the predictors of revascularization in patients with UA. METHODS: The study included the recorded data of 3668 patients with UA who underwent cardiac catheterization (age 66 ± 9.2, men 70%); 2615 of them (71%) underwent revascularization (percutaneous transluminal coronary angioplasty (PTCA), coronary artery bypass graft (CABG), or hybrid revascularization. The remaining 1053 patients (29%) had no significant coronary stenosis and were regarded as controls. Multivariable logistic regression analysis was performed to separate the predictors of revascularization. RESULTS: It was found that severe angina (OR 2.7, 95%CI 1.9-3.7), male gender (OR 1.4, 95%CI 1.1-1.7), and hyperlipidemia were the predictors of revascularization. It was also noted that intraventricular conduction disorders including left and right bundle branch blocks and a history of previous revascularization and myocardial infarction were associated with lower odds of revascularization. CONCLUSION: Overall, however, the predictive value of the studied factors proved to be poor and may still point to the multifactorial nature of significant coronary artery stenosis and the need for revascularization in patients with UA.

13.
Cardiol J ; 2024 Jul 17.
Artigo em Inglês | MEDLINE | ID: mdl-39017641

RESUMO

BACKGROUND: The presence of locomotive disorders may negatively impact the outcome of cardiac surgeries. This retrospective study aimed to assess the effect of preoperative diagnosis of locomotive disorders requiring the continuous use of orthopedic devices on postoperative rehabilitation and stable sternum adhesion. MATERIAL AND METHODS: The study included 122 patients who underwent cardiac surgery, with 68 patients in the study group having a musculoskeletal disorder and 54 patients in the control group without such disorders. Preoperative demographic, clinical, and laboratory data as well as postoperative rehabilitation and sternum adhesion were evaluated. RESULTS: The results showed that patients in the study group had lower levels of calcium (p < 0.001), vitamin D (p < 0.001), and creatine kinase (p = 0.022) prior to the surgery. In the early postoperative period, 8 patients from the study group and 4 from the control group required reoperation due to sternal instability (p = ns). In the late postoperative period, sternal instability was present in 2 patients from the study group and 3 from the control group (p = ns). The survey study revealed a significantly better (p = 0.029) evaluation of postoperative rehabilitation among the study group patients. CONCLUSIONS: Overall, the results indicated that a preoperative locomotive disorder has no significant impact on sternal instability in the early or late postoperative periods. However, patients with such disorders have a better understanding of the importance, purpose, and course of rehabilitation after cardiac surgery and exhibit lower levels of calcium, vitamin D, and creatinine.

14.
Nutrients ; 16(12)2024 Jun 14.
Artigo em Inglês | MEDLINE | ID: mdl-38931221

RESUMO

Cardiovascular diseases (CVD) are the leading cause of death worldwide, influenced by the interaction of factors, including age, sex, genetic conditions, overweight/obesity, hypertension, an abnormal lipid profile, vitamin deficiencies, diabetes, and psychological factors. This study aimed to assess the relationships between psychosocial and nutritional factors in a group of 61 patients with CVD (i.e., atherosclerosis, hypertension, ischemic heart disease, and myocardial infarction) and their possible impact on the course of the disease. The plasma concentrations of vitamins A, E, D, and ß-carotene were determined using validated HPLC-MS/MS, while the lipid profile was analyzed enzymatically. Psychosocial factors and nutritional behaviors were assessed using author-designed questionnaires. Over 50% of patients had 25-OH-D3 and retinol deficiencies, while >85% of patients exhibited significant deficiencies in α-tocopherol and ß-carotene. The lipid profile showed no specific relationship with any particular CVD. Dietary behavior minimally impacted biochemical parameters except for higher ß-carotene concentrations in the group with higher fruit and vegetable intake. The negative impact of the CVD on selected parameters of quality of life was noticed. To increase the effectiveness of the prevention and treatment of CVD, the need for interdisciplinary cooperation observed between doctors, psychologists, and specialists in human nutrition seems to be justified.


Assuntos
Doenças Cardiovasculares , Vitaminas , Humanos , Feminino , Masculino , Pessoa de Meia-Idade , Doenças Cardiovasculares/sangue , Doenças Cardiovasculares/prevenção & controle , Idoso , Vitaminas/sangue , Estado Nutricional , beta Caroteno/sangue , Qualidade de Vida , Adulto , Vitamina A/sangue , Comportamento Alimentar/psicologia , Dieta , Lipídeos/sangue , Vitamina E/sangue
15.
Arch Med Sci ; 20(1): 8-27, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38414479

RESUMO

Lipoprotein(a) [Lp(a)] is made up of a low-density lipoprotein (LDL) particle and a specific apolipoprotein(a). The blood concentration of Lp(a) is approximately 90% genetically determined, and the main genetic factor determining Lp(a) levels is the size of the apo(a) isoform, which is determined by the number of KIV2 domain repeats. The size of the apo(a) isoform is inversely proportional to the blood concentration of Lp(a). Lp(a) is a strong and independent cardiovascular risk factor. Elevated Lp(a) levels ≥ 50 mg/dl (≥ 125 nmol/l) are estimated to occur in more than 1.5 billion people worldwide. However, determination of Lp(a) levels is performed far too rarely, including Poland, where, in fact, it is only since the 2021 guidelines of the Polish Lipid Association (PoLA) and five other scientific societies that Lp(a) measurements have begun to be performed. Determination of Lp(a) concentrations is not easy due to, among other things, the different sizes of the apo(a) isoforms; however, the currently available certified tests make it possible to distinguish between people with low and high cardiovascular risk with a high degree of precision. In 2022, the first guidelines for the management of patients with elevated lipoprotein(a) levels were published by the European Atherosclerosis Society (EAS) and the American Heart Association (AHA). The first Polish guidelines are the result of the work of experts from the two scientific societies and their aim is to provide clear, practical recommendations for the determination and management of elevated Lp(a) levels.

16.
Kardiol Pol ; 82(5): 492-499, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38606739

RESUMO

BACKGROUND: According to the present guidelines, transesophageal echocardiography (TEE) before scheduled catheter ablation (CA) for atrial arrhythmias (atrial fibrillation [AF] or atrial flutter [AFL]) is not deemed obligatory for optimally anticoagulated patients. However, daily clinical practice significantly differs from the recommendations. AIMS: We aimed to identify transthoracic echocardiographic parameters that could be useful in identifying patients without left atrial thrombus (LAT), which makes it possible to avoid unnecessary TEE before scheduled CA. METHODS: This is a sub-analysis of a multicenter, prospective, observational study - the LATTEE registry. A total of 1346 patients referred for TEE before scheduled CA of AF/AFL were included. RESULTS: LAT was present in 44 patients (3.3%) and absent in the remaining 1302, who were younger, more likely to have paroxysmal AF, and displayed sinus rhythm during TEE. Additionally, they exhibited a lower incidence of heart failure, diabetes, systemic connective tissue disease, and chronic obstructive pulmonary disease. Furthermore, they had a lower CHA2DS2-VASc score and a higher prevalence of direct oral anticoagulants. Echocardiographic parameters, including left ventricular ejection fraction (LVEF) >65%, left atrial diameter (LAD) <40 mm, left atrial area (LAA) <20 cm2, left atrial volume (LAV) <113 ml, and left atrial volume index (LAVI) <51 ml/m2, demonstrated 100% sensitivity and 100% negative predictive value for the absence of LAT and were met by 417 patients. Additional echocardiographic indices: LVEF/LAD ≥1.4, LVEF/LAVI ≥1.6, and LVEF/LAA ≥2.7 identified 57 additional patients, bringing the total of predicted LAT-free patients to 474 (35%). CONCLUSIONS: Simple echocardiographic parameters could help identify individuals for whom TEE could be safely omitted before elective CA due to atrial arrhythmias.


Assuntos
Fibrilação Atrial , Ablação por Cateter , Ecocardiografia Transesofagiana , Sistema de Registros , Humanos , Feminino , Masculino , Pessoa de Meia-Idade , Fibrilação Atrial/cirurgia , Fibrilação Atrial/diagnóstico por imagem , Idoso , Estudos Prospectivos , Flutter Atrial/cirurgia , Flutter Atrial/diagnóstico por imagem , Átrios do Coração/diagnóstico por imagem
17.
Sci Rep ; 13(1): 15213, 2023 09 14.
Artigo em Inglês | MEDLINE | ID: mdl-37709859

RESUMO

Late recurrence of atrial fibrillation (LRAF) in the first year following catheter ablation is a common and significant clinical problem. Our study aimed to create a machine-learning model for predicting arrhythmic recurrence within the first year since catheter ablation. The study comprised 201 consecutive patients (age: 61.8 ± 8.1; women 36%) with paroxysmal, persistent, and long-standing persistent atrial fibrillation (AF) who underwent cryoballoon (61%) and radiofrequency ablation (39%). Five different supervised machine-learning models (decision tree, logistic regression, random forest, XGBoost, support vector machines) were developed for predicting AF recurrence. Further, SHapley Additive exPlanations were derived to explain the predictions using 82 parameters based on clinical, laboratory, and procedural variables collected from each patient. The models were trained and validated using a stratified fivefold cross-validation, and a feature selection was performed with permutation importance. The XGBoost model with 12 variables showed the best performance on the testing cohort, with the highest AUC of 0.75 [95% confidence interval 0.7395, 0.7653]. The machine-learned model, based on the easily available 12 clinical and laboratory variables, predicted LRAF with good performance, which may provide a valuable tool in clinical practice for better patient selection and personalized AF strategy following the procedure.


Assuntos
Fibrilação Atrial , Ablação por Cateter , Ablação por Radiofrequência , Humanos , Feminino , Pessoa de Meia-Idade , Idoso , Fibrilação Atrial/diagnóstico , Fibrilação Atrial/cirurgia , Ablação por Cateter/efeitos adversos , Aprendizado de Máquina , Aprendizado de Máquina Supervisionado
18.
Kardiol Pol ; 81(7-8): 818-823, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37489830

RESUMO

Cardiovascular diseases account for 43% of deaths in Poland. The COVID-19 pandemic increased the number of cardiovascular deaths by as much as 16.7%. Lipid metabolism disorders are observed in about 20 million Poles. Lipid disorders are usually asymptomatic, they cause a significant increase in the risk of cardiovascular diseases. Up to 20% of patients who experience an acute coronary syndrome (ACS) may experience a recurrence of a cardiovascular event within a year, and up to 40% of these patients may be re-hospitalized. Within 5 years after a myocardial infarction, 18% of patients suffer a second ACS and 13% have got a stroke. Lipid-lowering therapy is an extremely important element of comprehensive management, both in primary and secondary prevention, and its main goal is to prevent or extend the time to the onset of heart or vascular disease and reduce the risk of cardiovascular events. A patient with a history of ACS belongs to the group of a very high risk of a cardiovascular event due to atherosclerosis. In this group of patients, low-density lipoprotein cholesterol levels should be aimed below 55 mg/dl (1.4 mmol/l). Many scientific guidelines define the extreme risk group, which includes not only patients with two cardiovascular events within two years, but also patients with a history of ACS and additional clinical factors: peripheral vascular disease, multivessel disease (multilevel atherosclerosis), or multivessel coronary disease, or familial hypercholesterolemia, or diabetes with at least one additional risk factor: elevated Lp(a) >50 mg/dl or hsCRP >3 mg/l, or chronic kidney disease (eGFR <60 ml/min/1.73 m²). In this group of patients, the LDL-C level should be aimed at below 40 mg/dl (1.0 mmol/l). Achieving therapeutic goals in patients after ACS should occur as soon as possible. For this purpose, a high-dose potent statin should be added to the therapy at the time of diagnosis, and ezetimibe should be added if the goal is not achieved after 4-6 weeks. Combination therapy may be considered in selected patients from the beginning. After 4-6 weeks of combination therapy, if the goal is still not achieved, adding a proprotein convertase subtilisin/kexin type 9 protein inhibitor or inclisiran should be considered. In order to increase compliance with the recommendations, Polish Cardiac Society and Polish Lipid Society propose to attach in the patient's discharge letter a statement clearly specifying what drugs should be used and what LDL-C values should be achieved. It is necessary to cooperate between the patient and the doctor, to follow the recommendations and take medicines regularly, to achieve and maintain therapeutic goals.


Assuntos
Síndrome Coronariana Aguda , Anticolesterolemiantes , Aterosclerose , COVID-19 , Inibidores de Hidroximetilglutaril-CoA Redutases , Infarto do Miocárdio , Humanos , LDL-Colesterol , Polônia , Prevenção Secundária , Pandemias , Inibidores de Hidroximetilglutaril-CoA Redutases/uso terapêutico , Síndrome Coronariana Aguda/tratamento farmacológico , Aterosclerose/tratamento farmacológico , Anticolesterolemiantes/uso terapêutico , Pró-Proteína Convertase 9/uso terapêutico
19.
J Clin Med ; 12(15)2023 Jul 27.
Artigo em Inglês | MEDLINE | ID: mdl-37568355

RESUMO

(1) Background: Assessment of cognitive function is not routine in cardiac patients, and knowledge on the subject remains limited. The aim of this study was to assess post-myocardial infarction (MI) cognitive functioning in order to determine the frequency of cognitive impairment (CI) and to identify factors that may influence it. (2) Methods: A prospective study included 468 patients hospitalized for MI. Participants were assessed twice: during the first hospitalization and 6 months later. The Mini-Mental State Examination was used to assess the occurrence of CI. (3) Results: Cognitive dysfunction based on the MMSE was found in 37% (N-174) of patients during the first hospitalization. After 6 months, the prevalence of deficits decreased significantly to 25% (N-91) (p < 0.001). Patients with CI significantly differed from those without peri-infarction deficits in the GFR, BNP, ejection fraction and SYNTAX score, while after 6 months, significant differences were observed in LDL and HCT levels. There was a high prevalence of non-cognitive mental disorders among post-MI patients. (4) Conclusions: There is a high prevalence of CI and other non-cognitive mental disorders, such as depression, sleep disorders and a tendency to aggression, among post-MI patients. The analysis of the collected material indicates a significant impact of worse cardiac function expressed as EF and BNP, greater severity of coronary atherosclerosis expressed by SYNTAX results, and red blood cell parameters and LDL levels on the occurrence of CI in the post-MI patient population.

20.
Pol J Pathol ; 63(1): 49-57, 2012 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-22535607

RESUMO

Focal segmental glomerulosclerosis (FSGS) is an important clinical problem as it leads to end-stage renal disease. Clinicians have long been able to treat patients with FSGS. Therefore, the demands the clinicians make on pathomorphologists, which include the diagnosis of FSGS at a possibly early stage, are justifiable. However, early diagnosis of FSGS is difficult. The analysis involved 150 cases of FSGS diagnosed between 2003 and 2008. These constitute 14.53% of renal biopsy material of that period. The test material comes from 138 adults and 12 children. The adult group mostly included patients with albuminuria (58 patients) and nephrotic syndrome (36 patients). Smaller groups included patients with albuminuria and hypertension, erythrocyturia and albuminuria, isolated erythrocyturia. The children group mostly included patients with the nephrotic syndrome. Individual patients suffered from isolated albuminuria and erythrocyturia. In both groups, FSGS NOS lesions prevailed. However, FSGS hilar and FSGS tip lesions, as well as completely sclerotized glomeruli were also present. Diverse symptoms of diseases may pose specific difficulties in clinical diagnosis. Similarly, determination of FSGS lesion type may be difficult due to simultaneous presence of different subtypes in the same punctate.


Assuntos
Glomerulosclerose Segmentar e Focal/diagnóstico , Adolescente , Adulto , Idoso , Criança , Diagnóstico Precoce , Feminino , Imunofluorescência , Humanos , Masculino , Microscopia Eletrônica de Transmissão , Pessoa de Meia-Idade , Adulto Jovem
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