• 제목/요약/키워드: Atrial fibrillation

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Implications of Managing Chronic Obstructive Pulmonary Disease in Cardiovascular Diseases

  • Deshmukh, Kartik;Khanna, Arjun
    • Tuberculosis and Respiratory Diseases
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    • 제84권1호
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    • pp.35-45
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    • 2021
  • Globally, cardiovascular diseases and chronic obstructive pulmonary disease (COPD) are the leading causes of the non-communicable disease burden. Overlapping symptoms such as breathing difficulty and fatigue, with a lack of awareness about COPD among physicians, are key reasons for under-diagnosis and resulting sub-optimal care relative to COPD. Much has been published in the past on the pathogenesis and implications of cardiovascular comorbidities in COPD. However, a comprehensive review of the prevalence and impact of COPD management in commonly encountered cardiac diseases is lacking. The purpose of this study was to summarize the current knowledge regarding the prevalence of COPD in heart failure, ischemic heart disease, and atrial fibrillation. We also discuss the real-life clinical presentation and practical implications of managing COPD in cardiac diseases. We searched PubMed, Scopus, EMBASE, and Google Scholar for studies published 1981-May 2020 reporting the prevalence of COPD in the three specified cardiac diseases. COPD has high prevalence in heart failure, atrial fibrillation, and ischemic heart disease. Despite this, COPD remains under-diagnosed and under-managed in the majority of patients with cardiac diseases. The clinical implications of the diagnosis of COPD in cardiac disease includes the recognition of hyperinflation (a treatable trait), implementation of acute exacerbations of COPD (AECOPD) prevention strategies, and reducing the risk of overuse of diuretics. The pharmacological agents for the management of COPD have shown a beneficial effect on cardiac functions and mortality. The appropriate management of COPD improves the cardiovascular outcomes by reducing hyperinflation and preventing AECOPD, thus reducing the risk of mortality, improving exercise tolerance, and quality of life.

Clinical characteristics and outcomes in patients with lesion-positive transient ischemic attack

  • Kang, Su-Jeong;Lee, Sang-Gil;Yum, Kyu Sun;Kim, Ji-Seon;Lee, Sung-Hyun;Lee, Sang-Soo;Shin, Dong-Ick
    • Journal of Biomedical and Translational Research
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    • 제19권4호
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    • pp.110-115
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    • 2018
  • Transient ischemic attack (TIA) indicates high risk for major stroke and is considered a medical emergency. Diffusion-weighted imaging (DWI) enables detection of acute ischemic lesions. The clinical significance of DWI positive lesions in TIA is obscure and its prevalence, clinical features are not established. Therefore, we performed a clinical, etiological and prognostic analysis through a cross-sectional analysis of 235 TIA patients, grouped according to presence of DWI lesion. Clinical features, underlying risk factors for stroke, outcome and rate of recurrence were analyzed. 3 months follow-up of modified Rankin Scales (mRS) were done with telephone survey. DWI positive lesions were present in 14.0% of patients. Etiological factors significantly associated with DWI lesions in TIA patients were male sex (p = 0.038), stroke history (p = 0.012) and atrial fibrillation (p < 0.001). Presence of at least one medium or high risk of cardioembolism from TOAST classification were not associated with lesions when excluding association to atrial fibrillation (p = 0.108). Clinical features showed no significant difference. Whether the patients had lesion-positive DWI was not related to an increase in mRS score during the hospital stay or at the 3-month follow-up after discharge. Future studies should include multi-center samples with large numbers, considering each unique medical environment. Routine acquisition of follow-up DWI for proper evaluation of the tissue-based definition of TIA should also be considered.

공공빅데이터를 활용한 기계학습 기반 뇌졸중 위험도 예측 (Machine Learning-based Stroke Risk Prediction using Public Big Data)

  • 정선우;이민지;유선용
    • 한국항행학회논문지
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    • 제25권1호
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    • pp.96-101
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    • 2021
  • 본 논문은 빅데이터를 이용하여 심방세동 환자의 뇌졸중 발병을 예측하는 기계 학습 모델을 제시한다. 학습 데이터로는 국민 건강 보험공단에서 제공하는 대한민국 전수에 해당하는 심방세동 환자의 정보를 수집하였다. 수집된 정보는 인구사회학, 과거 병력, 건강검진을 포함한 68개 독립변수로 구성된다. 본 연구의 목표는 기존 심방세동 환자의 뇌졸중 위험도 예측에 사용되던 통계적 모델 (CHADS2, CHA2DS2-VASc)의 성능을 검증하고 기계 학습 모델을 적용하여 기존 모델보다 높은 정확도를 가지는 모델을 제시하는 것이다. 제안하는 모델의 정확도, AUROC (area under the receiver operating characteristic)를 검증한 결과 제안하는 기계 학습 기반의 모형이 심방세동 환자의 뇌졸중 위험도를 사용한 모델이 기존의 통계적 모델보다 높은 정확도, 민감도, 특이도를 가지는 것을 확인할 수 있었다.

비판막성심방세동 환자에서 직접작용 경구용 항응고제 임상적 효과와 부작용 연구 (Clinical outcomes of direct-acting oral anticoagulants compared to warfarin in patients with non-valvular atrial fibrillation)

  • 홍지원;정민지;이숙향
    • 한국임상약학회지
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    • 제32권1호
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    • pp.37-46
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    • 2022
  • Background: Non-valvular atrial fibrillation (NVAF) is associated with ischemic stroke risk in the aging population. Observational studies have indicated beneficial effects of direct-acting oral anticoagulant (DOAC) against ischemic stroke compared to warfarin. This study aimed to investigate ischemic stroke incidence and bleeding risk in patients on DOAC therapy. Methods: Using the database of Korean Health Insurance Review and Assessment-Aged Patient Sample 2015, we conducted a retrospective cohort study. Study subjects with NVAF diagnosis and prescribed anticoagulants were enrolled. Propensity score (PS) matching by age, sex, comorbidities, and medications were used. The clinical outcomes were major adverse cerebro-cardiovascular events (MACCEs, ischemic stroke/systemic embolism, myocardial infarction, cardiac death) and bleeding events. A cox proportional hazard model analysis was performed to compare the outcomes with hazard ratio (HR) and 95% confidence interval (CI). Results: Total 4,773 elderly patients with NVAF were initially included. Four PS-matched groups including rivaroxaban vs. warfarin-only (n=1,079), dabigatran vs. warfarin-only (n=721), rivaroxaban vs. dabigatran (n=721), and switchers of warfarin to rivaroxaban vs. warfarin-only (n=287) were analyzed. Every group showed statistically similar results of MACCEs and bleeding events, except for the group of rivaroxaban vs. dabigatran. Rivaroxaban users showed higher risks of bleeding events than dabigatran users (HR 2.25, 95% CI 1.01-4.99). Conclusion: In the elderly patients with NVAF, efficacy and safety outcomes among oral anticoagulants including DOACs and warfarin were similar, while rivaroxaban are more likely to have higher bleeding risks than dabigatran. Further research using large size sample is needed.

Association Between Serum Bilirubin and Atrial Fibrillation: A Mendelian Randomization Study

  • Si-Woo Kim;Jung-Ho Yang;Sun-Seog Kweon;Young-Hoon Lee;Seong-Woo Choi;So-Yeon Ryu;Hae-Sung Nam;Hye-Yeon Kim;Min-Ho Shin
    • Korean Circulation Journal
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    • 제53권7호
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    • pp.472-479
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    • 2023
  • Background and Objectives: The association between bilirubin and atrial fibrillation (AF) has been evaluated previously in observational studies but with contradictory results. This study evaluated the causal association between serum bilirubin level and AF using Mendelian randomization (MR) analysis. Methods: This cross-sectional study includes 8,977 participants from the Dong-gu Study. In the observational analysis, multivariate logistic regression was performed to evaluate the association between bilirubin and prevalent AF. To evaluate the causal association between bilirubin and AF, MR analysis was conducted by using the UGT1A1 rs11891311 and rs4148323 polymorphisms as instrumental variables. Results: Elevated serum bilirubin levels were associated with an increased risk for AF in observational analysis (total bilirubin: odds ratio [OR], 1.31; 95% confidence interval [95% CI], 1.15-1.48 per 1 standard deviation [SD]; direct bilirubin: OR, 1.31; 95% CI, 1.18-1.46 per 1 SD), whereas the genetically predicted serum bilirubin levels in MR analysis did not show this association (total bilirubin: OR, 1.02; 95% CI, 0.67-1.53 per 1 SD; direct bilirubin: OR, 1.03; 95% CI, 0.61-1.73 per 1 SD). Conclusions: Genetically predicted bilirubin levels were not associated with prevalent AF. Thus, the observational association between serum bilirubin levels and AF may be noncausal and affected by reverse causality or unmeasured confounding.

Machine Learning Prediction for the Recurrence After Electrical Cardioversion of Patients With Persistent Atrial Fibrillation

  • Soonil Kwon;Eunjung Lee;Hojin Ju;Hyo-Jeong Ahn;So-Ryoung Lee;Eue-Keun Choi;Jangwon Suh;Seil Oh;Wonjong Rhee
    • Korean Circulation Journal
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    • 제53권10호
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    • pp.677-689
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    • 2023
  • Background and Objectives: There is limited evidence regarding machine-learning prediction for the recurrence of atrial fibrillation (AF) after electrical cardioversion (ECV). This study aimed to predict the recurrence of AF after ECV using machine learning of clinical features and electrocardiograms (ECGs) in persistent AF patients. Methods: We analyzed patients who underwent successful ECV for persistent AF. Machine learning was designed to predict patients with 1-month recurrence. Individual 12-lead ECGs were collected before and after ECV. Various clinical features were collected and trained the extreme gradient boost (XGBoost)-based model. Ten-fold cross-validation was used to evaluate the performance of the model. The performance was compared to the C-statistics of the selected clinical features. Results: Among 718 patients (mean age 63.5±9.3 years, men 78.8%), AF recurred in 435 (60.6%) patients after 1 month. With the XGBoost-based model, the areas under the receiver operating characteristic curves (AUROCs) were 0.57, 0.60, and 0.63 if the model was trained by clinical features, ECGs, and both (the final model), respectively. For the final model, the sensitivity, specificity, and F1-score were 84.7%, 28.2%, and 0.73, respectively. Although the AF duration showed the best predictive performance (AUROC, 0.58) among the clinical features, it was significantly lower than that of the final machine-learning model (p<0.001). Additional training of extended monitoring data of 15-minute single-lead ECG and photoplethysmography in available patients (n=261) did not significantly improve the model's performance. Conclusions: Machine learning showed modest performance in predicting AF recurrence after ECV in persistent AF patients, warranting further validation studies.

Risk of Atrial Fibrillation and Adverse Outcomes in Patients With Cardiac Implantable Electronic Devices

  • So-Ryoung Lee;Ji Hyun Lee;Eue-Keun Choi;Eun-Kyung Jung;So-Jeong You;Seil Oh;Gregory YH Lip
    • Korean Circulation Journal
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    • 제54권1호
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    • pp.13-27
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    • 2024
  • Background and Objectives: Comprehensive epidemiological data are lacking on the incident atrial fibrillation (AF) in patients with cardiac implantable electronic devices (CIEDs). This study aimed to examine the incidence, risk factors, and AF-related adverse outcomes of patients with CIEDs. Methods: This was an observational cohort study that analyzed patients without prevalent AF who underwent CIED implantation in 2009-2018 using a Korean nationwide claims database. The subjects were divided into three groups by CIED type and indication: pacemaker (n=21,438), implantable cardioverter defibrillator (ICD)/cardiac resynchronization therapy (CRT) with heart failure (HF) (n=3,450), and ICD for secondary prevention without HF (n=2,146). The incidence of AF, AF-associated predictors, and adverse outcomes were evaluated. Results: During follow-up, the incidence of AF was 4.3, 7.3, and 5.1 per 100 person-years in the pacemaker, ICD/CRT with HF, and ICD without HF cohorts, respectively. Across the three cohorts, older age and valvular heart disease were commonly associated with incident AF. Incident AF was consistently associated with an increased risk of ischemic stroke (3.8-11.4-fold), admission for HF (2.6-10.5-fold), hospitalization for any cause (2.4-2.7-fold), all-cause death (4.1-5.0-fold), and composite outcomes (3.4-5.7-fold). Oral anticoagulation rates were suboptimal in patients with incident AF (pacemaker, 51.3%; ICD/CRT with HF, 51.7%; and ICD without HF, 33.8%, respectively). Conclusions: A substantial proportion of patients implanted CIED developed newly diagnosed AF. Incident AF was associated with a higher risk of adverse events. The importance of awareness, early detection, and appropriate management of AF in patients with CIED should be emphasized.

심에코를 이용한 승모판막이식환자의 예후결정요소에 관한 임상적 고찰 (The echocardiographic analysis of the prognostic factors in mitral valvular replacement)

  • 안재호;서경필
    • Journal of Chest Surgery
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    • 제16권1호
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    • pp.55-64
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    • 1983
  • A hundred and eleven patients of mitral valvular heart disease, who were operated at Seoul National University Hospital, were analysed with echocardiogram before and after operation during the period from November 1979 to February 1982. Twenty-eight patients had mitral stenosis and eighty-three mitral regurgitation. In patients with mitral stenosis, right ventricular end-diastolic volume was in normal range at preoperative and postoperative period. But the left ventricular end-systolic volume was slightly increased preoperatively to 35.4mm and decreased to 33.5mm on immediate postoperative period and 32.5mm after a year later. The left ventricular end-diastolic volume was 50.5mm preoperatively and fell to 46.8mm postoperatively. Ejection fraction was normal preoperatively and postoperatively without changes. Left atrial size fell significantly from 50ram to 37.6mm at the time of late follow-up study. With mitral regurgitation, right ventricular end-diastolic volume was also normal preoperatively and postoperatively. The left ventricular end-systolic volume was increased to 41.9mm and decreased to 31.6mm postoperatively with statistic significance. Left ventricular end-diastolic volume fell from 58.5mm to 45.7mm significantly at the time of late follow-up period. Ejection fraction was also within normal range and had no changes postoperatively. Left atrial size fell from 54.8mm to 45.5mm on a year later [ p value less than 0.01 ]. When atrial fibrillation, the left atrial dimension was increased as 54.9mm compared with 46.8mm of no atrial fibrillation patients.

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Modeling of Arrhythmogenic Automaticity Induced by Stretch in Rat Atrial Myocytes

  • Youm, Jae-Boum;Leem, Chae-Hun;Zhang, Yin Hua;Kim, Na-Ri;Han, Jin;Earm, Yung-E.
    • The Korean Journal of Physiology and Pharmacology
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    • 제12권5호
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    • pp.267-274
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    • 2008
  • Since first discovered in chick skeletal muscles, stretch-activated channels (SACs) have been proposed as a probable mechano-transducer of the mechanical stimulus at the cellular level. Channel properties have been studied in both the single-channel and the whole-cell level. There is growing evidence to indicate that major stretch-induced changes in electrical activity are mediated by activation of these channels. We aimed to investigate the mechanism of stretch-induced automaticity by exploiting a recent mathematical model of rat atrial myocytes which had been established to reproduce cellular activities such as the action potential, $Ca^{2+}$ transients, and contractile force. The incorporation of SACs into the mathematical model, based on experimental results, successfully reproduced the repetitive firing of spontaneous action potentials by stretch. The induced automaticity was composed of two phases. The early phase was driven by increased background conductance of voltage-gated $Na^+$ channel, whereas the later phase was driven by the reverse-mode operation of $Na^+/Ca^{2+}$ exchange current secondary to the accumulation of $Na^+$ and $Ca^{2+}$ through SACs. These results of simulation successfully demonstrate how the SACs can induce automaticity in a single atrial myocyte which may act as a focus to initiate and maintain atrial fibrillation in concert with other arrhythmogenic changes in the heart.

냉동 절제를 이용한 변형된 Maze술 식의 중장기 결과 (The Long-term Results of a Modified Maze Procedure with Using Cryoablation)

  • 박권재;우종수;방정희
    • Journal of Chest Surgery
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    • 제41권6호
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    • pp.710-717
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    • 2008
  • 배경: 심방 세동은 뇌혈관 사고, 말초 동맥 색전증 같은 합병증과 많은 연관이 되어 있고 무엇보다도 만성적으로 이 부정맥을 가지고 있는 환자들은 가슴 두근거림과 깜짝 놀램 증상 등이 있어서 환자의 삶의 질을 많이 떨어뜨린다. 이 논문의 목적은 본 교실에서 시행해 온 변형된 Maze술 식의 중장기 결과를 내고 이에 영향을 주는 요인들을 조사하는데 있다. 대상 및 방법: 2001년 6월부터 2007년 2월까지 88명을 대상으로 조사를 하였고 모두 본 교실에서 냉동절제(cryoabation)을 이용한 변형된 Maze술 식을 받았다. 냉동절제로 폐정맥 부분을 분리하는 방법에 따라 두 그룹으로 나누었고, 첫 번째 그룹은 58명(group 1, Lee-Maze, n=58)으로 우측 폐정맥은 절개 및 봉합으로 좌측 폐정맥은 냉동절제로 분리하였고, 두 번째 그룹은 30명(group 2, Cryo-Maze, n=30)으로 좌측 및 우측 폐정맥 부분 모두를 냉동 절제로만 시행하였다. 술 후 퇴원 시 동율동 전환 여부와 추적 관찰에서의 동율동 유지 및 심방 세동의 재발, 그리고 마지막 추적 관찰시의 심장리듬을 알아보았다. 결과: 모든 환자의 추적 관찰 기간은 평균 $44.3{\pm}19.2$개월이었고, 퇴윈 시 리듬은 group 1 (Lee-Maze)에서는 동율동이 72.4%에서 나타났고 group 2 (Cryo-Maze)에서는 66.7%가 관찰되었다. 마지막 추적 관찰 시 리듬은 group 1에서 81%, group 2에서는 60%에서 심방 세동이 재발하지 않았다. 그리고 Kaplan-Meier방법으로 분석을 해 보았을 때 심방 세동 재발로부터의 자유률(% Free from AF)은 group 1에서 1년 86.5%, 5년 80%였고, group 2에서는 1년 70%, 5년 51%였다. 결론: 냉동 절제를 이용한 변형된 Maze술은 단순하고 효과적인 수술이지만, 표준적 MazeIII 술 보다는 다소 낮은 성공률을 보이고 있다. 냉동 절제를 이용한 변형된 방법은 수술 시간이 단축될 수 있으나 성공률을 높이기 위해서는 더욱 많은 연구와 노력이 필요할 것으로 사료된다.