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1.
J Clin Med ; 13(2)2024 Jan 22.
Article in English | MEDLINE | ID: mdl-38276138

ABSTRACT

BACKGROUND: Coronary CT angiography (CCTA) may detect coronary artery disease (CAD) in transcatheter aortic valve implantation (TAVI) patients and may obviate invasive coronary angiography (ICA) in selected patients. We assessed the diagnostic accuracy of CCTA for detecting CAD in TAVI patients based on published data. METHODS: Meta-analysis and meta-regression were performed based on a comprehensive electronic search, including relevant studies assessing the diagnostic accuracy of CCTA in the setting of TAVI patients compared to ICA. The sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV), were calculated on a patient and per segment level. RESULTS: Overall, 27 studies (total of 7458 patients) were included. On the patient level, the CCTA's pooled sensitivity and NPV were 95% (95% CI: 93-97%) and 97% (95% CI: 95-98%), respectively, while the specificity and PPV were at 73% (95% CI: 62-82%) and 64% (95% CI: 57-71%), respectively. On the segmental coronary vessel level, the sensitivity and NPV were 90% (95% CI: 79-96%) and 98% (95% CI: 97-99%). CONCLUSIONS: This meta-analysis highlights CCTA's potential as a first-line diagnostic tool although its limited PPV and specificity may pose challenges when interpreting heavily calcified arteries. This study underscores the need for further research and protocol standardization in this area.

2.
Eur Heart J Case Rep ; 7(5): ytad173, 2023 May.
Article in English | MEDLINE | ID: mdl-37153815

ABSTRACT

Background: Double-chambered left ventricle (DCLV) is a rare congenital condition, and few case reports are mentioned in literature. Entity, clinical course, and prognosis remain unclear. Cardiovascular magnetic resonance (CMR) is often used for characterization of various congenital heart diseases and can be particularly useful for imaging rare phenomena. Case summary: Three cases of DCLV were detected by CMR within 2 years in our CMR centre with and without associated congenital heart disease or hypertrabecularization. The patients did not suffer from cardiac symptoms despite the presence of premature ventricular complexes in one patient. Diagnosis of DCLV was made based on a first CMR study that was performed in adulthood, although some anatomical suspicion was already raised by previous echocardiography. Discussion: Double-chambered left ventricle, synonymous with the terminus 'cor triventriculare sinistrum', has been previously perceived as a rare phenomenon compared with double-chambered right ventricle. It has to be distinguished from ventricular aneurysm or cardiac diverticulum and is characterized by an additional contractile septum with normal wall structure that divides the LV cavum into two (rather) same-sized chambers. The prognosis seems to be benign, since there is no restriction in functionality and no increased thrombogenicity until adulthood. Consequently, there is (presumably) no need for a tailored therapy-at least in the cases present here. Accordingly, we recommend follow-up CMR examinations for progress monitoring and recognize CMR's significant role for diagnosis and follow-up of cardiac abnormalities in orphan diseases. Due to its broader availability, we expect further cases of DLVC in the future.

3.
Eur Heart J ; 44(34): 3250-3260, 2023 09 07.
Article in English | MEDLINE | ID: mdl-36747318

ABSTRACT

AIMS: To provide population-based data on the prevalence and clinical significance of immune deficiency syndromes (IDS) associated with congenital heart disease (CHD). METHODS AND RESULTS: Utilizing administrative German Health System data the prevalence of increased susceptibility to infection (ISI) or confirmed IDS was assessed in CHD patients and compared with an age-matched non-congenital control group. Furthermore, the prognostic significance of IDS was assessed using all-cause mortality and freedom from emergency hospital admission. A total of 54 449 CHD patients were included. Of these 14 998 (27.5%) had ISI and 3034 (5.6%) had a documented IDS (compared with 2.9% of the age-matched general population). During an observation period of 394 289 patient-years, 3824 CHD patients died, and 31 017 patients experienced a combined event of all-cause mortality or emergency admission. On multivariable Cox proportional-hazard analysis, the presence of ISI [hazard ratio (HR): 2.14, P < 0.001] or documented IDS (HR: 1.77, P = 0.035) emerged as independent predictors of all-cause mortality. In addition, ISI and confirmed IDS were associated with a significantly higher risk of emergency hospital admission (P = 0.01 for both on competing risk analysis) during follow-up. CONCLUSION: Limited immune competence is common in CHD patients and associated with an increased risk of morbidity and mortality. This highlights the need for structured IDS screening and collaboration with immunology specialists as immunodeficiency may be amenable to specific therapy. Furthermore, studies are required to assess whether IDS patients might benefit from intensified antibiotic shielding or tailored prophylaxis.


Subject(s)
Heart Defects, Congenital , Hospitalization , Humans , Risk Factors , Heart Defects, Congenital/complications , Heart Defects, Congenital/epidemiology , Risk Assessment , Proportional Hazards Models
4.
J Pers Med ; 12(3)2022 Mar 14.
Article in English | MEDLINE | ID: mdl-35330460

ABSTRACT

Introduction: Transesophageal echocardiography (TEE) is routinely performed before catheter ablation of atrial tachyarrhythmias to rule out the presence of left atrial thrombi. However, data to support this practice are inconsistent. Methods: We analyzed consecutive pre-procedural TEE in a high-volume electrophysiology center for the presence of left atrial thrombi and a relevant flow reduction in the left atrial appendage (LAA) defined as LAA sludge or LAA emptying velocity (LAAEV) < 20 cm/s. The possible predictors of reduced flow were recorded and compared in a multivariate logistic regression analysis. Results: 1676 TEE were included (1122 before pulmonary vein isolation, 436 before atrial flutter ablation, 166 before other ablations). 543 patients (32%) were female and 991 (59%) were on DOAC. Nine patients (0.5%) had an LAA thrombus on pre-procedural TEE. Ninety-five further patients (5.7%) had a relevant reduction in LAA flow. The underlying rhythm showed a significant association with the presence of LAA thrombus or reduced LAA flow (p = 0.003). Patients in sinus rhythm and cavotricuspid isthmus-dependent atrial flutter exhibited the lowest risk. Additionally, reduced kidney function was associated with a reduction in LAA flow velocities (p = 0.04). Of note, two LAA thrombi occurred in patients in sinus rhythm and six out of nine patients with an LAA thrombus were on vitamin-K antagonists. Conclusions: LAA thrombus is a rare occurrence before an elective catheter ablation. The underlying rhythm and kidney function may serve as markers of a higher likelihood of significantly reduced LAAEV and LAA thrombus.

5.
Sci Rep ; 12(1): 3671, 2022 03 07.
Article in English | MEDLINE | ID: mdl-35256621

ABSTRACT

Guidelines recommend transesophageal echocardiography (TEE) before cardioversion in thrombogenic arrhythmias when the requirement of ≥ 3 weeks of anticoagulation is not met. Current data to support this approach, especially with direct oral anticoagulants (DOAC), are scarce. We analyzed consecutive elective pre-cardioversion TEE in a high-volume electrophysiology center for the occurrence of left atrial appendage (LAA) thrombi or reduced LAA flow velocity. Possible predictors were recorded and compared in a multivariate logistic regression analysis. Consecutive pre-cardioversion TEE in 512 patients (148 female, median age 69 years) were included. In all patients, indication for TEE was either intake of anticoagulation < 3 weeks before cardioversion or uncertain adherence to the prescribed anticoagulation regimen. Of the 512 TEE, 19 (3.7%) depicted a LAA thrombus. An additional 41 patients (8.0%) showed either a reduced LAA flow velocity (≤ 20 cm/s), LAA sludge, or both. In a multivariate logistic regression analysis, QRS width on admission 12-lead ECG emerged as a possible predictor of LAA thrombus and reduced LAA flow (p = 0.008). Noteworthy, a high CHA2DS2-VASc score was not associated with an increased risk of reduced LAA emptying velocity and LAA thrombi were even found in patients with a CHA2DS2-VASc score of 0 (n = 1) and 1 (n = 1). The presence of LAA thrombus before an elective cardioversion is a rare event in the age of direct oral anticoagulants. However, LAA thrombi occurred even in supposed low-risk individuals according to the CHA2DS2-VASc score. QRS width may aid in identifying patients at risk of reduced LAA flow velocity.


Subject(s)
Atrial Appendage , Atrial Fibrillation , Heart Diseases , Thrombosis , Aged , Anticoagulants/therapeutic use , Atrial Appendage/diagnostic imaging , Atrial Fibrillation/complications , Atrial Fibrillation/diagnostic imaging , Atrial Fibrillation/therapy , Echocardiography, Transesophageal , Electric Countershock/adverse effects , Female , Humans , Incidence , Male , Thrombosis/diagnostic imaging , Thrombosis/epidemiology , Thrombosis/etiology
6.
J Clin Med ; 11(3)2022 Jan 28.
Article in English | MEDLINE | ID: mdl-35160148

ABSTRACT

INTRODUCTION: Automated echocardiography image interpretation has the potential to transform clinical practice. However, neural networks developed in general cohorts may underperform in the setting of altered cardiac anatomy. METHODS: Consecutive echocardiographic studies of patients with congenital or structural heart disease (C/SHD) were used to validate an existing convolutional neural network trained on 14,035 echocardiograms for automated view classification. In addition, a new convolutional neural network for view classification was trained and tested specifically in patients with C/SHD. RESULTS: Overall, 9793 imaging files from 262 patients with C/SHD (mean age 49 years, 60% male) and 62 normal controls (mean age 45 years, 50.0% male) were included. Congenital diagnoses included among others, tetralogy of Fallot (30), Ebstein anomaly (18) and transposition of the great arteries (TGA, 48). Assessing correct view classification based on 284,250 individual frames revealed that the non-congenital model had an overall accuracy of 48.3% for correct view classification in patients with C/SHD compared to 66.7% in patients without cardiac disease. Our newly trained convolutional network for echocardiographic view detection based on over 139,910 frames and tested on 35,614 frames from C/SHD patients achieved an accuracy of 76.1% in detecting the correct echocardiographic view. CONCLUSIONS: The current study is the first to validate view classification by neural networks in C/SHD patients. While generic models have acceptable accuracy in general cardiology patients, the quality of image classification is only modest in patients with C/SHD. In contrast, our model trained in C/SHD achieved a considerably increased accuracy in this particular cohort.

7.
Eur Heart J ; 42(41): 4252-4260, 2021 11 01.
Article in English | MEDLINE | ID: mdl-34638134

ABSTRACT

AIMS: The aim of this study was to provide population-based data on maternal and neonatal complications and outcome in the pregnancies of women with congenital heart disease (CHD). METHODS AND RESULTS: Based on administrative data from one of the largest German Health Insurance Companies (BARMER GEK, ∼9 million members representative for Germany), all pregnancies in women with CHD between 2005 and 2018 were analysed. In addition, an age-matched non-CHD control group was included for comparison and the association between adult CHD (ACHD) and maternal or neonatal outcomes investigated. Overall, 7512 pregnancies occurred in 4015 women with CHD. The matched non-CHD control group included 6502 women with 11 225 pregnancies. Caesarean deliveries were more common in CHD patients (40.5% vs. 31.5% in the control group; P < 0.001). There was no excess mortality. Although the maternal complication rate was low in absolute terms, women with CHD had a significantly higher rate of stroke, heart failure and cardiac arrhythmias during pregnancy (P < 0.001 for all). Neonatal mortality was low but also significantly higher in the ACHD group (0.83% vs. 0.22%; P = 0.001) and neonates to CHD mothers had low/extremely low birth weight or extreme immaturity (<0.001) or required resuscitation and mechanical ventilation more often compared to non-CHD offspring (P < 0.001 for both). On multivariate logistic regression maternal defect complexity, arterial hypertension, heart failure, prior fertility treatment, and anticoagulation with vitamin K antagonists emerged as significant predictors of adverse neonatal outcome (P < 0.05 for all). Recurrence of CHD was 6.1 times higher in infants to ACHD mothers compared to controls (P < 0.0001). CONCLUSIONS: This population-based study illustrates a reassuringly low maternal mortality rate in a highly developed healthcare system. Nevertheless, maternal morbidity and neonatal morbidity/mortality were significantly increased in women with ACHD and their offspring compared to non-ACHD controls highlighting the need of specialized care and pre-pregnancy counselling.


Subject(s)
Heart Defects, Congenital , Pregnancy Complications, Cardiovascular , Cesarean Section , Female , Heart Defects, Congenital/complications , Heart Defects, Congenital/epidemiology , Humans , Pregnancy , Pregnancy Complications, Cardiovascular/epidemiology , Pregnancy Outcome/epidemiology , Retrospective Studies
8.
Eur Heart J ; 42(41): 4241-4248, 2021 11 01.
Article in English | MEDLINE | ID: mdl-34269382

ABSTRACT

AIMS: The aim of this study was to provide population-based data on the healthcare provision for adults with congenital heart disease (ACHD) and the impact of cardiology care on morbidity and mortality in this vulnerable population. METHODS AND RESULTS: Based on administrative data from one of the largest German Health Insurance Companies, all insured ACHD patients (<70 years of age) were included. Patients were stratified into those followed exclusively by primary care physicians (PCPs) and those with additional cardiology follow-up between 2014 and 2016. Associations between level of care and outcome were assessed by multivariable/propensity score Cox analyses. Overall, 24 139 patients (median age 43 years, 54.8% female) were included. Of these, only 49.7% had cardiology follow-up during the 3-year period, with 49.2% of patients only being cared for by PCPs and 1.1% having no contact with either. After comprehensive multivariable and propensity score adjustment, ACHD patients under cardiology follow-up had a significantly lower risk of death [hazard ratio (HR) 0.81, 95% confidence interval (CI) 0.67-0.98; P = 0.03) or major events (HR 0.85, 95% CI 0.78-0.92; P < 0.001) compared to those only followed by PCPs. At 3-year follow-up, the absolute risk difference for mortality was 0.9% higher in ACHD patients with moderate/severe complexity lesions cared by PCPs compared to those under cardiology follow-up. CONCLUSION: Cardiology care compared with primary care is associated with superior survival and lower rates of major complications in ACHD. It is alarming that even in a high resource setting with well-established specialist ACHD care approximately 50% of contemporary ACHD patients are still not linked to regular cardiac care. Almost all patients had at least one contact with a PCP during the study period, suggesting that opportunities to refer patients to cardiac specialists were missed at PCP level. More efforts are required to alert PCPs and patients to appropriate ACHD care.


Subject(s)
Cardiology , Heart Defects, Congenital , Adult , Delivery of Health Care , Female , Heart Defects, Congenital/therapy , Humans , Male , Morbidity , Proportional Hazards Models
9.
Int J Cardiol ; 322: 114-120, 2021 01 01.
Article in English | MEDLINE | ID: mdl-32798628

ABSTRACT

BACKGROUND: Patients with coarctation of the aorta (CoA) are at increased risk of periprocedural and late neurological complications. Based on a nationwide inpatient dataset, we assessed the prevalence and risk factors for neurological complications in this cohort. METHOD AND RESULTS: We included all CoA patients hospitalized in England between 1997 and 2015. The risk for procedural complications, subarachnoid bleeding and ischemic stroke were quantified, and risk factors investigated. Overall, 11,907 patients (60% male) with CoA were identified. The median age at first presentation was 0.6 years with a median follow-up period of 14.4 years. Throughout the study period, 8456 surgical or interventional procedures were performed in 6796 patients. The neurological complication rate for primary surgical or interventional repair in patients born after 1997 was 0.05% and 0.2%, respectively. During a total follow-up period of 146,295 patient-years, late neurological complications such as subarachnoid bleeding and cerebral infarction occurred in 225 patients (0.15%/patient-year). The median age for subarachnoid bleeding was 29 years and 57 years for ischemic stroke. While, arterial hypertension (p = .0014), current smoking (p = .02), dyslipidaemia (p = .007) and diabetes (p = .037) were significantly related to the risk of ischemic stroke, only arterial hypertension emerged as significant risk factor for subarachnoid bleeding. CONCLUSIONS: Neurological complication during primary CoA repair are extremely rare in the current era. In contrast, many CoA patients are afflicted by late complications such as subarachnoid bleeding and ischemic stroke at a relatively young age, emphasizing the need for meticulous and pro-active blood pressure control and reduction of cardiovascular risk factors.


Subject(s)
Aortic Coarctation , Hypertension , Adult , Aortic Coarctation/diagnostic imaging , Aortic Coarctation/epidemiology , Aortic Coarctation/surgery , Blood Pressure , England/epidemiology , Female , Follow-Up Studies , Humans , Male , Retrospective Studies , Risk Factors
10.
Sleep Breath ; 25(2): 965-977, 2021 06.
Article in English | MEDLINE | ID: mdl-32700287

ABSTRACT

BACKGROUND: Increased sympathetic drive is the key determinant of systolic heart failure progression, being associated with worse functional status, arrhythmias, and increased mortality. Central sleep apnea is highly prevalent in systolic heart failure, and its effects on sympathovagal balance (SVB) and hemodynamics might depend on relative phase duration and background pathophysiology. OBJECTIVE: This study compared the effects of central apneas in patients with and without systolic heart failure on SVB and hemodynamics during sleep. METHODS: During polysomnography, measures of SVB (heart rate and diastolic blood pressure variability) were non-invasively recorded and analyzed along with baroreceptor reflex sensitivity and hemodynamic parameters (stroke volume index, cardiac index, total peripheral resistance index). Data analysis focused on stable non-rapid eye movement N2 sleep, comparing normal breathing with central sleep apnea in subjects with and without systolic heart failure. RESULTS: Ten patients were enrolled per group. In heart failure patients, central apneas had neutral effects on SVB (all p > 0.05 for the high, low, and very low frequency components of heart rate and diastolic blood pressure variability). Patients without heart failure showed an increase in very low and low frequency components of diastolic blood pressure variability in response to central apneas (63 ± 18 vs. 39 ± 9%; p = 0.001, 43 ± 12 vs. 31 ± 15%; p = 0.002). In all patients, central apneas had neutral hemodynamic effects when analyzed over a period of 10 min, but had significant acute hemodynamic effects. CONCLUSION: Effects of central apneas on SVB during sleep depend on underlying systolic heart failure, with neutral effects in heart failure and increased sympathetic drive in idiopathic central apneas.


Subject(s)
Blood Pressure/physiology , Heart Failure, Systolic/complications , Heart Rate/physiology , Hemodynamics/physiology , Sleep Apnea, Central/physiopathology , Aged , Female , Humans , Male , Middle Aged , Polysomnography
11.
Heart ; 107(13): 1069-1076, 2021 Jun 11.
Article in English | MEDLINE | ID: mdl-33109710

ABSTRACT

OBJECTIVES: Data on the clinical outcome of patients with congenital heart disease (CHD) affected by severe viral pneumonia are limited. We analysed morbidity and mortality of viral pneumonia and evaluated the association between medical conditions, medication, vaccination and outcome specifically in patients with CHD requiring hospitalisation for viral pneumonia. METHODS: Based on data from one of Germany's largest health insurers, all cases of viral pneumonia requiring hospital admission (2005-2018) were studied. Mortality, and composites of death, transplantation, mechanical circulatory support, ventilation or extracorporeal lung support served as endpoints. RESULTS: Overall, 26 262 viral pneumonia cases occurred in 24 980 patients. Of these, 1180 cases occurred in patients with CHD. Compared with patients without CHD, mortality rate was elevated in patients with CHD. As a group, patients with CHD aged 20-59 years even exceeded mortality rates in patients without CHD aged >60 years. No mortality was observed in patients with CHD with simple defects <60 years of age without associated cardiovascular risk factors. On multivariable logistic regression analysis, age, CHD complexity, chromosomal anomalies, cardiac medication, use of immunosuppressants and absence of vaccination for influenza emerged as risk factors of adverse outcome. CONCLUSIONS: We present timely data on morbidity and mortality of severe viral pneumonia requiring hospital admission in patients with CHD. Need for mechanical ventilation and risk of death in CHD increase early in life, reaching a level equivalent to non-CHD individuals >60 years of age. Our data suggest that except for patients with isolated simple defects, patients with CHD should be considered higher-risk individuals when faced with severe viral pneumonia.

12.
BMC Med Imaging ; 20(1): 113, 2020 10 08.
Article in English | MEDLINE | ID: mdl-33032536

ABSTRACT

BACKGROUND: Deep learning algorithms are increasingly used for automatic medical imaging analysis and cardiac chamber segmentation. Especially in congenital heart disease, obtaining a sufficient number of training images and data anonymity issues remain of concern. METHODS: Progressive generative adversarial networks (PG-GAN) were trained on cardiac magnetic resonance imaging (MRI) frames from a nationwide prospective study to generate synthetic MRI frames. These synthetic frames were subsequently used to train segmentation networks (U-Net) and the quality of the synthetic training images, as well as the performance of the segmentation network was compared to U-Net-based solutions trained entirely on patient data. RESULTS: Cardiac MRI data from 303 patients with Tetralogy of Fallot were used for PG-GAN training. Using this model, we generated 100,000 synthetic images with a resolution of 256 × 256 pixels in 4-chamber and 2-chamber views. All synthetic samples were classified as anatomically plausible by human observers. The segmentation performance of the U-Net trained on data from 42 separate patients was statistically significantly better compared to the PG-GAN based training in an external dataset of 50 patients, however, the actual difference in segmentation quality was negligible (< 1% in absolute terms for all models). CONCLUSION: We demonstrate the utility of PG-GANs for generating large amounts of realistically looking cardiac MRI images even in rare cardiac conditions. The generated images are not subject to data anonymity and privacy concerns and can be shared freely between institutions. Training supervised deep learning segmentation networks on this synthetic data yielded similar results compared to direct training on original patient data.


Subject(s)
Magnetic Resonance Imaging, Cine/methods , Radiographic Image Interpretation, Computer-Assisted/methods , Tetralogy of Fallot/diagnostic imaging , Adolescent , Algorithms , Deep Learning , Female , Humans , Male , Prospective Studies , Supervised Machine Learning , Young Adult
13.
Heart ; 106(17): 1302-1309, 2020 09.
Article in English | MEDLINE | ID: mdl-32522822

ABSTRACT

Adults with congenital heart disease (ACHD) may be at high risk in the case of COVID-19. Due to the heterogeneity of ACHD and secondary complications, risk profiles are, however, not uniform. This document aims to give an overview of relevant data and outline our pragmatic approach to disease prevention and management. Based on anatomy and additional physiological factors including symptoms, exercise capacity, heart failure, pulmonary hypertension and cyanosis, we propose a pragmatic approach to categorising patients into low-risk, intermediate-risk and high-risk groups. We regard especially patients with complex cyanotic conditions, those with palliated univentricular hearts, heart failure, severe valvular disease or pulmonary hypertension as high-risk patients. To avoid infection, we recommend self-isolation and exemption from work for these cohorts. Infected ACHD patients with low or moderate risk and without signs of deterioration may be remotely followed and cared for at home while in self isolation. High-risk patients or those with signs of respiratory or cardiovascular impairment require admission ideally at a tertiary ACHD centre. Especially patients with complex, cyanotic disease, heart failure and arrhythmias require particular attention. Treatment in patients with cyanotic heart disease should be guided by the relative degree of desaturation compared with baseline and lactate levels rather than absolute oxygen saturation levels. Patients with right heart dilatation or dysfunction are potentially at increased risk of right heart failure as mechanical ventilation and acute respiratory distress syndrome can lead to increase in pulmonary arterial pressures.


Subject(s)
Communicable Disease Control/methods , Coronavirus Infections , Heart Defects, Congenital , Pandemics , Patient Care Management/methods , Pneumonia, Viral , Adult , Betacoronavirus , COVID-19 , Coronavirus Infections/epidemiology , Coronavirus Infections/prevention & control , Heart Defects, Congenital/classification , Heart Defects, Congenital/physiopathology , Heart Defects, Congenital/therapy , Humans , Pandemics/prevention & control , Pneumonia, Viral/epidemiology , Pneumonia, Viral/prevention & control , Risk Assessment , SARS-CoV-2
14.
Int J Cardiovasc Imaging ; 35(12): 2189-2196, 2019 Dec.
Article in English | MEDLINE | ID: mdl-31325067

ABSTRACT

Deep learning (DL) algorithms are increasingly used in cardiac imaging. We aimed to investigate the utility of DL algorithms in de-noising transthoracic echocardiographic images and removing acoustic shadowing artefacts specifically in patients with congenital heart disease (CHD). In addition, the performance of DL algorithms trained on CHD samples was compared to models trained entirely on structurally normal hearts. Deep neural network based autoencoders were built for denoising and removal of acoustic shadowing artefacts based on routine echocardiographic apical 4-chamber views and performance was assessed by visual assessment and quantifying cross entropy. 267 subjects (94 TGA and atrial switch and 39 with ccTGA, 10 Ebstein anomaly, 9 with uncorrected AVSD and 115 normal controls; 56.9% male, age 38.9 ± 15.6 years) with routine transthoracic examinations were included. The autoencoders significantly enhanced image quality across diagnostic subgroups (p < 0.005 for all). Models trained on congenital heart samples performed significantly better when exposed to examples from congenital heart disease patients. Our study demonstrates the potential of autoencoders for denoising and artefact removal in patients with congenital heart disease and structurally normal hearts. While models trained entirely on samples from structurally normal hearts perform reasonably in CHD, our data illustrates the value of dedicated image augmentation systems trained specifically on CHD samples.


Subject(s)
Artifacts , Deep Learning , Echocardiography/methods , Heart Defects, Congenital/diagnostic imaging , Image Interpretation, Computer-Assisted/methods , Adult , Case-Control Studies , Female , Heart Defects, Congenital/physiopathology , Humans , Male , Middle Aged , Predictive Value of Tests , Reproducibility of Results , Signal-To-Noise Ratio , Young Adult
15.
Int J Cardiol ; 273: 56-62, 2018 Dec 15.
Article in English | MEDLINE | ID: mdl-30104033

ABSTRACT

OBJECTIVES: To analyze the timing of appearance of conduction abnormalities (CAs) after transcatheter aortic valve implantation (TAVI), to identify predictors of delayed CAs requiring pacemaker (PM) implantation and to provide guidance regarding the duration of telemetry monitoring. BACKGROUND: How long patients remain at risk of development of CAs requiring PM implantation after TAVI and for how long they should be monitored remains unclear but is crucial when considering early discharge. METHODS: Development of CAs was studied in 701 consecutive patients treated with Edwards Sapien 3 valves and monitored with telemetry for 7 days in a single center. After excluding valve-in-valve procedures and patients with previous PM, 606 patients remained for analysis. Predictors of CAs requiring PM and the time of onset of CAs were analyzed. RESULTS: Of 606 patients 76 (12.5%) required a PM after TAVI. CAs requiring PM implantation occurred after 48 h in 22.4% (17 patients) and in 10.5% (8 patients) even after 5 days. Of the patients who developed high grade CAs requiring PM after 48 h, 47.1% had no CAs prior to TAVI, and 23.5% had neither pre-existing CAs nor new-developed CAs within the first 48 h after TAVI. CONCLUSION: After TAVI using a new-generation balloon-expandable valve, delayed development of CAs requiring PM implantation is not uncommon, even after 5 days. More importantly, 23.5% of patients eventually requiring a delayed PM implantation had still no CAs at 48 h after TAVI in this study. These results question the safety of early discharge and support ECG monitoring for a longer time period. The most optimal way to monitor these patients is yet to be determined.


Subject(s)
Electrocardiography, Ambulatory/trends , Heart Valve Prosthesis/trends , Pacemaker, Artificial/trends , Transcatheter Aortic Valve Replacement/trends , Aged , Aged, 80 and over , Electrocardiography/mortality , Electrocardiography/trends , Electrocardiography, Ambulatory/mortality , Female , Hospital Mortality/trends , Humans , Male , Telemetry/methods , Telemetry/mortality , Telemetry/trends , Time Factors , Transcatheter Aortic Valve Replacement/mortality , Treatment Outcome
16.
Int J Cardiol ; 269: 91-96, 2018 Oct 15.
Article in English | MEDLINE | ID: mdl-29980366

ABSTRACT

BACKGROUND: In patients with repaired Tetralogy of Fallot (ToF), implantable cardioverter defibrillators (ICD) are considered reasonable in selected adults with multiple risk factors for sudden cardiac death. PATIENTS AND METHODS: We performed a retrospective cohort study of all 174 patients with repaired ToF who are followed at the University Hospital of Muenster. We analyzed data according to the risk score previously proposed by Khairy and coworkers and patient outcome. We analyzed data separately for patients without previous sustained ventricular tachycardia (VT) (risk stratification group, n = 157) and patients with VT/secondary prevention ICD (n = 17). RESULTS: In the risk stratification group, a mean of 4 ±â€¯1 risk score parameters were available. All six risk parameters were known in 10%, five in 14%. Risk score increased with availability of parameters. 15 patients with secondary prevention ICD had a mean risk score of 6.3 ±â€¯2.2 (range 2-10). 11 patients of the risk stratification group with primary prevention ICD had a mean risk score 5.8 ±â€¯2.4 (range 3-8). During follow-up of up to 14 years, five patients died (3%): at age 58, two at 69 and two at 76 years. CONCLUSION: In the majority of patients risk score variables were incomplete, severely limiting its applicability because the true score cannot be calculated. Risk scores were not different between patients with secondary prevention ICD and patients with ICD for primary prevention based on current guidelines. Standardization of follow-up and prospective evaluation of these standards in large prospective patient cohorts is desirable to improve risk stratification in patients with ToF.


Subject(s)
Death, Sudden, Cardiac/prevention & control , Primary Prevention/methods , Secondary Prevention/methods , Tetralogy of Fallot/surgery , Adolescent , Adult , Aged , Child , Cohort Studies , Female , Follow-Up Studies , Humans , Male , Middle Aged , Primary Prevention/trends , Prospective Studies , Retrospective Studies , Risk Assessment/methods , Secondary Prevention/trends , Tetralogy of Fallot/diagnosis , Tetralogy of Fallot/mortality , Treatment Outcome , Young Adult
17.
Int J Cardiol ; 220: 246-50, 2016 Oct 01.
Article in English | MEDLINE | ID: mdl-27389449

ABSTRACT

BACKGROUND: Echocardiographic parameters of ventricular deformation of the systemic right ventricle (sRV) predict adverse clinical outcome in patients after atrial repair of transposition of the great arteries (TGA). We assessed myocardial deformation on cardiac MRI (CMR) and correlated these with clinical and conventional CMR parameters in TGA patients. METHODS: Retrospective analysis of CMR studies in 91 TGA patients (66% male; mean age 30.1±5.1years) at two tertiary adult congenital heart centers was conducted. Myocardial deformation was assessed by CMR-based feature tracking (FT), providing longitudinal (LS), radial (RS), and circumferential (CS) global strain for the sRV and the subpulmonary left ventricle. A subgroup of optimal TGA was defined (NYHA class I, NT-proBNP <300pg/ml, max. exercise work load ≥100watt, no significant clinical events) as a reference cohort. RESULTS: There was a significant correlation between FT and conventional CMR parameters. Left ventricular ejection fraction (LVEF) correlated significantly with LV LS, RS, and CS (r between 0.24 and 0.34, p values between 0.03 and 0.005). sRVEF correlated with RV CS (r=0.56, p<0.001), and RV RS (r=0.32, p=0.007). QRS duration showed a negative correlation with RV CS (r=-0.53, p<0.001), LV RS (r=-0.34, p=0.008), and LV CS (r=-0.34, p=0.006). Reference values for the novel FT method in clinically optimal TGA patients are provided. CONCLUSION: Assessment of myocardial function using CMR-based FT is feasible in TGA patients. FT measurements related to important prognostic clinical parameters. Furthermore, we provide for the first time reference values for TGA patients in an optimal clinical status.


Subject(s)
Cardiac Surgical Procedures/adverse effects , Magnetic Resonance Imaging, Cine/methods , Postoperative Complications , Transposition of Great Vessels/surgery , Ventricular Dysfunction, Right , Adult , Cardiac Surgical Procedures/methods , Echocardiography/methods , Female , Germany , Heart Atria/diagnostic imaging , Heart Atria/pathology , Heart Atria/physiopathology , Heart Ventricles/diagnostic imaging , Heart Ventricles/pathology , Heart Ventricles/physiopathology , Humans , Male , Postoperative Complications/diagnosis , Postoperative Complications/physiopathology , Prognosis , Reference Values , Reproducibility of Results , Retrospective Studies , Severity of Illness Index , Statistics as Topic , Transposition of Great Vessels/physiopathology , Treatment Outcome , Ventricular Dysfunction, Right/diagnosis , Ventricular Dysfunction, Right/etiology , Ventricular Dysfunction, Right/physiopathology
18.
JACC Cardiovasc Interv ; 9(8): 805-813, 2016 Apr 25.
Article in English | MEDLINE | ID: mdl-27017367

ABSTRACT

OBJECTIVES: The aim of this study was to analyze the pacemaker implantation rate (PMIR) with the new balloon-expandable Edwards SAPIEN 3 valve (S3) and the factors associated with it. BACKGROUND: The introduction of the S3 for transcatheter aortic valve replacement (TAVR) has led to a reduction in paravalvular regurgitation. There are, however, concerns that the new design may increase the PMIR. METHODS: The first 206 patients treated with the S3 were compared with 371 preceding patients treated with SAPIEN XT valves. Patients who previously underwent pacemaker or implantable cardioverter defibrillator implantation or transapical and valve-in-valve procedures were excluded from the analysis. All patients were monitored for at least 7 days. Previous and new conduction abnormalities were documented, and prosthesis implantation height was assessed for the S3. RESULTS: There were no significant differences in baseline characteristics between groups. The PMIR was, however, significantly higher for the S3 (19.1% vs. 12.2%; p = 0.046). The mean implantation height was significantly lower in patients requiring PMI (67%/33% vs. 72%/28% aortic/ventricular stent extension, p = 0.032). On multivariate regression analysis, implantation height was the only independent predictor of PMI (odds ratio: 0.94 [95% confidence interval: 0.90 to 0.99]; p = 0.009). It increased from 68%/32% to 75%/25% when comparing the first with the second half of S3 implantations (p < 0.0001). This change was associated with a significant decrease in PMIR from 25.9% to 12.3% (p = 0.028), no longer different from the XT valve (12.2%). CONCLUSIONS: The PMIR after TAVR is higher with the S3 than with the XT and is independently associated with the implantation height. This increase in the PMIR may be avoided by intending an aortic stent extension >70%.


Subject(s)
Aortic Valve Insufficiency/prevention & control , Aortic Valve Stenosis/therapy , Aortic Valve , Arrhythmias, Cardiac/therapy , Cardiac Catheterization/instrumentation , Cardiac Pacing, Artificial , Heart Valve Prosthesis Implantation/instrumentation , Heart Valve Prosthesis , Pacemaker, Artificial , Aged , Aged, 80 and over , Aortic Valve/diagnostic imaging , Aortic Valve/physiopathology , Aortic Valve Insufficiency/etiology , Aortic Valve Stenosis/diagnostic imaging , Aortic Valve Stenosis/physiopathology , Arrhythmias, Cardiac/diagnosis , Arrhythmias, Cardiac/etiology , Arrhythmias, Cardiac/physiopathology , Cardiac Catheterization/adverse effects , Cardiac Catheterization/methods , Chi-Square Distribution , Female , Heart Valve Prosthesis Implantation/adverse effects , Heart Valve Prosthesis Implantation/methods , Humans , Logistic Models , Male , Multivariate Analysis , Odds Ratio , Prosthesis Design , Retrospective Studies , Risk Factors , Time Factors , Treatment Outcome
19.
Heart ; 102(3): 209-15, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26715570

ABSTRACT

BACKGROUND: Parameters of myocardial deformation have been suggested to be superior to conventional measures of ventricular function and to predict outcome in repaired tetralogy of Fallot (ToF). We aimed to test the hypothesis that parameters of myocardial deformation on cardiac MRI (CMR) relate to symptoms and provide prognostic information in patients with repaired ToF. METHODS AND RESULTS: We included 372 patients with ToF (median age 16 years; 55% male), recruited within a nationwide, prospective study. Longitudinal (LS), circumferential (CS) and radial global strain (RS) were analysed by CMR-based feature tracking (FT). A combined endpoint of death, successful resuscitation or documented ventricular tachycardia was employed. Parameters of global strain were associated with New York Heart Association (NYHA) class and symptomatic deterioration. During a median follow-up of 7.4 years, 20 events occurred. Left ventricular (LV) CS and right ventricular (RV) LS emerged as predictors of outcome, independent of QRS duration, LV/RV ejection fraction and volumes, NYHA class and peak oxygen uptake. In combination, these parameters also identified a subgroup of patients at significantly increased risk of adverse of outcomes (HR 3.3, p=0.002). Furthermore, LV LS, RS, CS and RV LS were related to the risk of death and nearly missed death (p<0.05 for all). CONCLUSIONS: FT-CMR provides myocardial deformation parameters, easily derived from standard CMR studies. They relate to symptoms and clinical deterioration in patients with ToF. More importantly, they predict adverse outcome independent of established risk markers, and should be considered as a useful adjunct to established outcome predictors, especially in younger patients with ToF. CLINICAL TRIAL REGISTRATION NUMBER: http://www.clinicaltrials.gov: NCT00266188; Results.


Subject(s)
Myocardium/pathology , Tetralogy of Fallot/surgery , Ventricular Dysfunction, Left/physiopathology , Ventricular Dysfunction, Right/physiopathology , Adolescent , Cardiopulmonary Resuscitation , Child , Female , Heart/physiopathology , Heart Arrest/epidemiology , Heart Arrest/therapy , Humans , Magnetic Resonance Imaging , Magnetic Resonance Imaging, Cine , Male , Prognosis , Prospective Studies , Tachycardia, Ventricular/epidemiology , Tetralogy of Fallot/mortality , Tetralogy of Fallot/physiopathology , Young Adult
20.
Int J Cardiol ; 199: 197-203, 2015 Nov 15.
Article in English | MEDLINE | ID: mdl-26204568

ABSTRACT

BACKGROUND: As a consequence of heterogeneous results of relatively small individual trials, the impact of congenital heart defects (CHD) and the effect of disease severity on patient reported outcome measures (PROs) of quality of life (QoL) remains uncertain. We aimed to systematically summarize QoL data in CHD patients using meta-analytic methods. METHODS AND RESULTS: We performed a systematic review of the literature focusing on QoL in CHD. The search yielded 234 publications meeting the inclusion criteria, with a median of 88 patients per study (46% females, average age 24years). In total, QoL was reported using PROs in 47,471 CHD-patients. More than 95 different PROs were used to evaluate QoL. The most commonly used tool was the SF36 form (69 publications). Analysis of available quantitative QoL data from SF36 publications (n=4217 CHD patients) showed that QoL was reduced in patients with moderate or complex cardiac disease (e.g. relative physical functioning scores 0.96 [0.93-0.99] and 0.91 [0.88-0.95] compared with controls), while no such effect was evident in those patients with simple cardiac lesions. Similar results were found for the general health domain of the SF36 domain. CONCLUSIONS: Despite the proliferation of QoL-studies in CHD no standardized approach for measuring and reporting QoL has emerged and the published results are heterogeneous. In aggregation, however, the results of this study suggest that QoL is impaired in moderate or complex CHD, while no such impact of CHD on QoL could be established--on average--in patients with simple defects.


Subject(s)
Heart Defects, Congenital/psychology , Quality of Life , Treatment Outcome , Adult , Female , Heart Defects, Congenital/complications , Humans , Male , Personal Satisfaction
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