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result(s) for
"Straube, Florian"
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Improved long-term prognostic value of coronary CT angiography-derived plaque measures and clinical parameters on adverse cardiac outcome using machine learning
2021
Objectives
To evaluate the long-term prognostic value of coronary CT angiography (cCTA)-derived plaque measures and clinical parameters on major adverse cardiac events (MACE) using machine learning (ML).
Methods
Datasets of 361 patients (61.9 ± 10.3 years, 65% male) with suspected coronary artery disease (CAD) who underwent cCTA were retrospectively analyzed. MACE was recorded. cCTA-derived adverse plaque features and conventional CT risk scores together with cardiovascular risk factors were provided to a ML model to predict MACE. A boosted ensemble algorithm (RUSBoost) utilizing decision trees as weak learners with repeated nested cross-validation to train and validate the model was used. Performance of the ML model was calculated using the area under the curve (AUC).
Results
MACE was observed in 31 patients (8.6%) after a median follow-up of 5.4 years. Discriminatory power was significantly higher for the ML model (AUC 0.96 [95%CI 0.93–0.98]) compared with conventional CT risk scores including Agatston calcium score (AUC 0.84 [95%CI 0.80–0.87]), segment involvement score (AUC 0.88 [95%CI 0.84–0.91]), and segment stenosis score (AUC 0.89 [95%CI 0.86–0.92], all
p
< 0.05). Similar results were shown for adverse plaque measures (AUCs 0.72–0.82, all
p
< 0.05) and clinical parameters including the Framingham risk score (AUCs 0.71–0.76, all
p
< 0.05). The ML model yielded significantly higher diagnostic performance compared with logistic regression analysis (AUC 0.96 vs. 0.92,
p
= 0.024).
Conclusion
Integration of a ML model improves the long-term prediction of MACE when compared with conventional CT risk scores, adverse plaque measures, and clinical information. ML algorithms may improve the integration of patient’s information to enhance risk stratification.
Key Points
•
A machine learning (ML) model portends high discriminatory power to predict major adverse cardiac events (MACE).
• ML-based risk stratification shows superior diagnostic performance for MACE prediction over coronary CT angiography (cCTA)-derived risk scores or clinical parameters alone.
• A ML model outperforms conventional logistic regression analysis for the prediction of MACE.
Journal Article
Cardiac defibrillator implantation in patients with syncope and inducible ventricular arrhythmia: insights from the German Device Registry
by
Straube, Florian
,
Kahle, Ann-Kathrin
,
Senges, Jochen
in
631/378/2607
,
692/4019/2773
,
Adverse events
2023
History of syncope is an independent predictor for sudden cardiac death. Programmed stimulation may be considered for risk stratification, but data remain sparse among different populations. Here, we analyzed the prognostic value of inducible ventricular arrhythmia (VA) regarding clinical outcome in patients with syncope undergoing defibrillator implantation. Among 4196 patients enrolled in the prospective, multi-center German Device Registry, patients with syncope and inducible VA (n = 285, 6.8%) vs. those with a secondary preventive indication (n = 1885, 45.2%), defined as previously documented sustained ventricular tachycardia or ventricular fibrillation, serving as a control group were studied regarding demographics, device implantation and post-procedural adverse events. Patients with syncope and inducible VA (64.9 ± 14.4 years, 81.1% male) presented less frequently with congestive heart failure (15.1% vs. 29.1%;
p
< 0.001) and any structural heart disease (84.9% vs. 89.3%;
p
= 0.030) than patients with a secondary preventive indication (65.0 ± 13.8 years, 81.0% male). Whereas dilated cardiomyopathy (16.8% vs. 23.8%;
p
= 0.009) was less common, hypertrophic cardiomyopathy (5.6% vs. 2.8%;
p
= 0.010) and Brugada syndrome (2.1% vs. 0.3%;
p
< 0.001) were present more often. During 1-year-follow-up, mortality (5.1% vs. 8.9%;
p
= 0.036) and the rate of major adverse cardiac or cerebrovascular events (5.8% vs. 10.0%;
p
= 0.027) were lower in patients with syncope and inducible VA. Among patients with inducible VA, post-procedural adverse events including rehospitalization (27.6% vs. 21.7%;
p
= 0.37) did not differ between those with vs. without syncope. Taken together, patients with syncope and inducible VA have better clinical outcomes than patients with a secondary preventive defibrillator indication, but comparable outcomes to patients without syncope, which underlines the relevance of VA inducibility, potentially irrespective of a syncope.
Journal Article
An economic evaluation of first-line cryoballoon ablation versus antiarrhythmic drug therapy for the treatment of paroxysmal atrial fibrillation from a German healthcare payer perspective
by
Straube, Florian
,
Kuniss, Malte
,
Chierchia, Gian Battista
in
Ablation
,
Ablation (Surgery)
,
Aged
2024
Background
Three recent randomized controlled trials demonstrated that, in patients with symptomatic paroxysmal atrial fibrillation (PAF), first-line pulmonary vein isolation with cryoballoon catheter ablation reduces atrial arrhythmia recurrence compared to initial antiarrhythmic drug (AAD) therapy. This study aimed to evaluate the cost-effectiveness of first-line cryoablation compared to first-line AADs from a German healthcare payer perspective.
Methods
Individual patient-level data from 703 participants with untreated PAF enrolled into three randomized clinical trials (Cryo-FIRST, STOP AF First and EARLY-AF) were used to derive parameters for the cost-effectiveness model (CEM).
The CEM structure consisted of a hybrid decision tree and Markov model. The decision tree (one-year time horizon) informed initial health state allocation in the first cycle of the Markov model (40-year time horizon; three-month cycle length). Health benefits were expressed in quality-adjusted life years (QALYs). Cost inputs were sourced from German diagnosis-related groups and the Institute for the Hospital Remuneration System (InEK). Costs and benefits were discounted at 3% per annum.
Results
Cryoablation was cost-effective, incurring ~ €200 per patient while offering an increase in QALYs (~ 0.18) over a lifetime. This produced an average incremental cost-effectiveness ratio of ~ €1,000 per QALY gained. Individuals were expected to receive ~ 1.2 ablations over a lifetime, regardless of initial treatment. However, those initially treated with cryoablation as opposed to AADs experience 0.9 fewer re-ablations and a 45% reduction in time spent in AF health states.
Conclusion
Initial rhythm control with cryoballoon ablation in symptomatic PAF is a cost-effective treatment option in a German healthcare setting.
Journal Article
Catheter ablation of supraventricular tachycardia in patients with and without structural heart disease: insights from the German ablation registry
by
Brachmann Johannes
,
Straube Florian
,
Hochadel Matthias
in
Ablation
,
Cardiac arrhythmia
,
Cardiovascular disease
2022
AimTo compare patient characteristics, safety and efficacy of catheter ablation of supraventricular tachycardia (SVT) in patients with and without structural heart disease (SHD) enrolled in the German ablation registry.Methods and resultsFrom January 2007 until January 2010, a total of 12,536 patients (37.2% with known SHD) were enrolled and followed for at least one year. Patients with SHD more often underwent ablation for atrial flutter (45.8% vs. 20.9%, p < 0.001), whereas patients without SHD more often underwent ablation for atrioventricular nodal reentrant tachycardia (30.2% vs. 11.8%, p < 0.001) or atrioventricular reentrant tachycardia (9.1% vs. 1.6%, p < 0.001). Atrial fibrillation catheter ablation procedures were performed in a similar proportion of patients with and without SHD (38.1% vs. 36.9%, p = 0.21).Overall, periprocedural success rate was high in both groups. Death, myocardial infarction or stroke occurred in 0.2% and 0.1% of patients with and without SHD (p = 0.066). Major non-fatal complications prior to discharge were rare and did not differ significantly between patients with and without SHD (0.5% vs. 0.4%, p = 0.34). Kaplan–Meier mortality estimate at 1 year demonstrated a significant mortality increase in patients with SHD (2.6% versus 0.7%; p < 0.001).ConclusionPatients with and without SHD undergoing SVT ablation exhibit similar success rates and low major complication rates, despite disadvantageous baseline characteristics in SHD patients. These data highlight the safety and efficacy of SVT ablation in patients with and without SHD. Nevertheless Kaplan–Meier mortality estimates at 1 year demonstrate a significant mortality increase in patients with SHD, highlighting the importance of treating the underlying condition and reliable anticoagulation if indicated.
Journal Article
Symptomatic arrhythmias after catheter ablation of atrioventricular nodal reentrant tachycardia (AVNRT): results from the German Ablation Registry
by
Brachmann Johannes
,
Thomas, Dierk
,
Spitzer, Stefan G
in
Ablation
,
Arrhythmia
,
Cardiac arrhythmia
2020
BackgroundIn atrioventricular nodal reentrant tachycardia (AVNRT), catheter ablation is considered as first-line therapy. Despite high success rates, some patients present with arrhythmia recurrence or develop other types of arrhythmias over time.ObjectiveTo assess the incidence of symptomatic arrhythmias after initially successful AVNRT ablation and to analyze their clinical implications in a real-world cohort.MethodsWe included 2,795 patients from the German Ablation Registry undergoing first ablation of AVNRT between 01/2007 and 01/2010. In patients alive at long-term follow-up, patient-specific characteristics and long-term follow-up data were compared between patients with (group A) and without (group B) any symptomatic arrhythmia during follow-up.ResultsSymptomatic arrhythmias occurred in 17.2% of patients during a mean follow-up of 678 days after AVNRT ablation. The patients with symptomatic arrhythmias were more often female and suffered from structural heart disease. Arrhythmia occurrence was clinically relevant regarding symptoms and patient satisfaction. Serious adverse events including stroke, transient ischemic attack, pacemaker implantation, as well as continued use of antiarrhythmic medication occurred more often in group A. A second ablation procedure was performed in 26% of symptomatic patients to optimize the symptomatic outcome, whereas cardiovascular events or patient satisfaction were not further improved.ConclusionDuring long-term follow-up, one out of six patients experienced symptomatic arrhythmias after AVNRT ablation, associated with an increase of serious adverse events. A subset of patients required medical or interventional antiarrhythmic therapy, possibly attributable to the co-existence of other arrhythmias. Screening for arrhythmic and cardiac co-morbidity before and after ablation may support comprehensive therapy planning and outcome.
Journal Article
Efficacy and complications of cavo-tricuspid isthmus-dependent atrial flutter ablation in patients with and without structural heart disease: results from the German Ablation Registry
by
Brachmann Johannes
,
Spitzer, Stefan G
,
Straube Florian
in
Ablation
,
Cardiovascular disease
,
Cardiovascular diseases
2021
BackgroundThe impact of structural heart disease (SHD) on safety and efficacy of catheter ablation of cavo-tricuspid isthmus-dependent atrial flutter (AFLU) is unclear. In addition, recent data suggest a higher complication rate of AFLU ablation compared to the more complex atrial fibrillation (AF) ablation procedure.Methods and resultsWithin our prospective multicenter registry, 3526 consecutive patients underwent AFLU ablation at 49 German electrophysiological centers from 2007 to 2010. For the present analysis, the patients were divided into a group with SHD (n = 2164 [61.4%]; median age 69 years; 78.5% male) and a group without SHD (n = 1362 [38.6%]; 65 years; 70.3% male). In our study, SHD mainly encompasses coronary artery disease (52.6%), left ventricular ejection fraction ≤ 50% (47.6%), and hypertensive heart disease (28.0%). The primary ablation success (97%) and the incidence of major (0.2%) or moderate (1.2%) complications did not differ significantly between the two groups (P = 1.0 and 0.87, respectively). Vascular access site complications (0.6%), AV block III° (0.2%), and bleeding (≥ BARC II: 0.2%) were most common. After a median 562 days of follow-up, we observed a 2.92-fold higher one-year mortality (P < 0.0001) in patients with SHD. Patients’ satisfaction with the ablation therapy (72.0% satisfied) was close to the overall subjective tachyarrhythmia-free rate (70.7%).ConclusionsThe present analysis demonstrates that ablation of cavo-tricuspid isthmus dependent AFLU in patients with SHD has a comparable, excellent risk-benefit profile in our large “real-world” registry. Mortality rates expectedly are higher in patients with SHD and AFLU compared to patients without SHD.ClinicalTrials.govNCT01197638, http://clinicaltrials.gov/ct2/show/NCT01197638
Journal Article
Universal mobile protection system for aerosol-generating medical interventions in COVID-19 patients
by
Straube, Florian
,
Hoffmann, Ellen
,
Wendtner, Clemens
in
Aerosol-generation medical interventions
,
Aerosols
,
Aluminum composites
2020
For healthcare workers performing aerosol-generating procedures on patients with COVID-19, using fitted respirator masks (e.g., N95 respirators) in addition to other personal protective equipment (i.e., gloves, gown, eye protection, such as a face shield or goggles) has been recommended [4]. SEE PDF] Unique features of the system are as follows: protective equipment neither worn by staff nor patients, but is placed on the ground and can be moved around on castors; flexible system for confined spaces, in operating rooms or functional areas; the transparent protective screen with an angled field of vision; and side shields deflect and prevent aerosols to be inhaled by the user. Information sheet in English and German language DOI https://doi.org/10.17605/OSF.IO/7U2TV Open Access Download: https://osf.io/7u2tv Abbreviations COVID-19: Corona virus disease 2019 N95: A medical mask meeting the N95 National Institute for Occupational Safety and Health air filtration rating (USA) SARS-CoV-2: Severe acute respiratory syndrome coronavirus 2 1.
Journal Article
Gender Differences in Epicardial Adipose Tissue and Plaque Composition by Coronary CT Angiography: Association with Cardiovascular Outcome
by
Ebersberger, Ullrich
,
Straube, Florian
,
Varga-Szemes, Akos
in
Adipose tissues
,
Angiography
,
Atherosclerosis
2023
Background: To investigate gender differences in epicardial adipose tissue (EAT) and plaque composition by coronary CT angiography (CCTA) and the association with cardiovascular outcome. Methods: Data of 352 patients (64.2 ± 10.3 years, 38% female) with suspected coronary artery disease (CAD) who underwent CCTA were retrospectively analyzed. EAT volume and plaque composition from CCTA were compared between men and women. Major adverse cardiovascular events (MACE) were recorded from follow-up. Results: Men were more likely to have obstructive CAD, higher Agatston scores, and a larger total and non-calcified plaque burden. In addition, men displayed more adverse plaque characteristics and EAT volume compared to women (all p < 0.05). After a median follow-up of 5.1 years, MACE occurred in 8 women (6%) and 22 men (10%). In multivariable analysis, Agatston calcium score (HR 1.0008, p = 0.014), EAT volume (HR 1.067, p = 0.049), and low-attenuation plaque (HR 3.82, p = 0.036) were independent predictors for MACE in men, whereas only low-attenuation plaque (HR 2.42, p = 0.041) showed predictive value for events in women. Conclusion: Women demonstrated less overall plaque burden, fewer adverse plaque characteristics, and a smaller EAT volume compared to men. However, low-attenuation plaque is a predictor for MACE in both genders. Thus, a differentiated plaque analysis is warranted to understand gender differences of atherosclerosis to guide medical therapy and prevention strategies.
Journal Article
Acute and long-term outcome of focal atrial tachycardia ablation in the real world: results of the german ablation registry
2018
IntroductionCatheter ablation of focal atrial tachycardia (FAT) can be a challenging procedure and results have been rarely described. The purpose of this study was to determine the characteristics and results of FAT ablation in the large cohort of the German Ablation Registry.MethodsThe German Ablation Registry is a nationwide prospective multicenter database including 12566 patients who underwent an ablation procedure between 2007 and 2010. Among them 431 (3.4%) underwent an FAT ablation and 413 patients with documented locations were analyzed. Patients were divided into three groups according to the FAT location: biatrial (BiA, n = 31, 7.5%), left atrial (LA, n = 110, 26.5%), and right atrial (RA, n = 272, 66%).ResultsAcute success rate was 84% (68 vs. 85 vs. 85% in biA, LA, and RA, respectively, p = 0.038). 4.8% of patients had an early recurrence during hospitalization, most in biatrial location (p < 0.001). No major acute complication occurred. At 12 months, 81% were asymptomatic or improved. The incidence of major adverse cardiovascular and cerebrovascular events (MACCE) was 3.7%. Arrhythmia freedom without antiarrhythmic drugs was 58% and was lower in biA (34 vs. 56% in LA vs. 62% in RA, p = 0.019). Early recurrence during hospitalization was an outstanding predictive factor for recurrence during follow-up.ConclusionIn this large patient population, FAT ablation had a relatively high acute success rate with a low complication rate. During follow-up, the recurrence rate was high, particularly in biatrial location. This was frequently predicted by an early recurrence during hospitalization.
Journal Article
Pulmonary vein electrophysiology during cryoballoon ablation as a predictor for procedural success
by
Dorwarth, Uwe
,
Schmidt, Martin
,
Krieg, Juergen
in
Atrial Fibrillation - diagnosis
,
Atrial Fibrillation - physiopathology
,
Atrial Fibrillation - surgery
2011
Background
Cryoballoon technique is an innovative alternative to radiofrequency ablation for atrial fibrillation (AF). However, with current cryoballoon application techniques, the operator has no access to electrical information for 300 s during the freezing cycle.
Objective
The objective of this study is to investigate the novel approach of real-time monitoring of pulmonary vein (PV) potentials throughout freezing using a circular mapping catheter introduced into the central lumen of the cryoballoon catheter.
Methods
Patients had paroxysmal or persistent AF. Standard balloon catheters (23 or 28 mm diameter, 10.5 F shaft) were used. A coaxial mapping catheter (shaft diameter 0.9 mm; 15 mm loop with six electrodes) was advanced through the lumen of the cryoballoon catheter, replacing the guide wire. The primary procedural end point was successful PV isolation and real-time PV potential recording. Secondary end points were procedural data, complications, and the time to successful PV isolation.
Results
In 141 consecutively enrolled patients, balloon positioning and ablation were successful in 439/568 veins (77%). Real-time recording of PV conduction during the freeze cycle was possible in 235/568 PVs (41%). Main reasons for failure to obtain real-time PV recordings were a distal position of the circular mapping catheter or insufficient catheter-vessel wall contact during ablation. A cutoff value of 83 s to PV isolation was predictive of stable procedural PV isolation without reconduction. One minor hemoptysis was observed possibly related to the mapping catheter.
Conclusions
This study, the largest to date, showed that real-time monitoring of PV conduction during cryoballoon freezing can be safely performed with a circular mapping catheter. A cutoff time of 83 s to PV isolation was predictive of sustained procedural PV isolation success without reconduction.
Journal Article