Matthias Unterhuber has a total of 196 co-authors. Here are the top co-authors by number of shared publications:

  • Philipp Lurz

    University Medical Center of the Johannes Gutenberg‐University Mainz

    9 shared publications
  • Holger Thiele

    Department of Cardiology, Heart Center Leipzig at University of Leipzig, Leipzig, Germany; Leipzig Heart Institute at Heart Center Leipzig, Leipzig, Germany

    7 shared publications
  • Holger Thiele

    Department of Internal Medicine/Cardiology, Heart Center Leipzig at Leipzig University and Leipzig Heart Science , Leipzig

    7 shared publications
  • Karl-Patrik Kresoja

    University Medical Center of the Johannes Gutenberg‐University Mainz

    6 shared publications
  • Karl-Philipp Rommel

    Department of Cardiology, Heart Center Leipzig at University of Leipzig, Leipzig, Germany; Leipzig Heart Institute at Heart Center Leipzig, Leipzig, Germany

    6 shared publications
  • Christian Besler

    Department of Cardiology, Heart Center Leipzig at University of Leipzig, Leipzig, Germany; Leipzig Heart Institute at Heart Center Leipzig, Leipzig, Germany

    5 shared publications

Latest Publications

  • Open Access

    Predictors and Impact of Cardiogenic Shock in Oldest-Old ST-Elevation Myocardial Infarction Patients

    by Luca Donazzan, Alessandro Ruzzarin, Simone Muraglia, Enrico Fabris, Monica Verdoia, Filippo Zilio, Giorgio Caretta, Andrea Pezzato, Gianluca Campo, Matthias Unterhuber

    Background: Cardiogenic shock (CS) is the most frequent cause of in-hospital mortality after ST-elevation myocardial infarction (STEMI). Data about CS in very elderly (age ≥ 85 years) STEMI patients are scarce. We sought to assess the prognostic factors and the short- and mid-term impact of CS in this population. Methods: Consecutive very elderly STEMI patients undergoing invasive treatment were included in a retrospective multicenter registry. Results: Among 608 patients, 72 (11.8%) fulfilled experienced CS. Peripheral artery disease (PAD) (OR: 2.25, 95% CI: 1.29–3.92, p < 0.01) and cardiac arrest at presentation (OR: 4.36, 95% CI: 2.32–8.21, p < 0.01) were the major independent predictors of CS. Age (HR: 1.07, 95% CI: 1.03–1.11, p < 0.001), PAD (HR: 1.29, 95% CI: 1.01–1.66, p = 0.045), previous MI (HR: 2.16, 95% CI: 1.32–3.55, p = 0.002), and cardiac arrest at presentation (HR: 1.59, 95% CI: 1.29–1.96, p < 0.001) were the major independent predictors of death. CS was associated with a higher risk of mortality at 30 days (adjusted HR: 4.21, 95% CI: 2.19 to 7.78, p < 0.01) mostly driven by higher intraprocedural and in-hospital mortality. Among patients who survived the acute phase and hospitalization, CS at presentation was not associated with a higher mortality risk during the remaining follow-up period (log-rank p = 0.78). Conclusions: At short-term follow-up, very elderly STEMI patients presenting with CS had a higher risk of mortality when compared to non-CS patients. Interestingly, CS patients surviving the acute phase showed a similar survival rate to non-CS patients after discharge.


  • Open Access

    App‐Based Mental Training to Reduce Atrial Fibrillation–Related Symptoms After Pulmonary Vein Isolation: MENTAL AF Trial

    by Julia Lurz, Laura Hengelhaupt, Matthias Unterhuber, Lukas Stenzel, Sebastian Hilbert, Anne Rebecca Schöber, Borislav Dinov, Angeliki Darma, Nikolaos Dagres, Gerhard Hindricks, et al.

    Background: Even after atrial fibrillation (AF) catheter ablation, many patients still experience relevant symptom burden. The objective of the MENTAL AF trial was to determine whether app‐based mental training (MT) during the 3 months following pulmonary vein isolation reduces AF‐related symptoms. Methods and Results: Patients scheduled for pulmonary vein isolation were enrolled and randomized 1:1 to either app‐based MT or usual care. Of 174 patients, 76 in the MT and 75 in the usual care group were included in the final analysis. The intervention was delivered by a daily 10‐minute app‐based MT. The primary outcome was the intergroup difference of the mean AF6 sum score, an AF‐specific questionnaire, during the 3‐month study period. Secondary outcomes included quality‐of‐life measures such as the AFEQT (Atrial Fibrillation Effect on Quality of Life). Mean age (SD) was 61 (8.7) years and 61 (41%) were women. The mean AF6 sum score over the study period was 8.9 (6.9) points in the MT group and 12.5 (10.1) in the usual care group ( P =0.011). This referred to a reduction in the AF6 sum score compared with baseline of 75% in MT and 52% for usual care ( P P =0.026. Conclusions: MENTAL AF showed that app‐based MT as an adjunctive treatment tool following pulmonary vein isolation was feasible. App‐based MT was found to be superior to standard care in reducing AF‐related symptom burden and improving health‐related quality of life. Registration: URL: https://www.clinicaltrials.gov ; Unique identifier: NCT04067427.


  • Open Access

    One shot "fire & ice"

    by M Manfrin, L Bertagnolli, F Torri, M Unterhuber

    Introduction: Pulmonary vein isolation (PVI) is the best and first strategies during ablation of atrial fibrillation (1-4). Short- and long-term effectivity as well as procedure time are important parameters during PVI-ablation. New efforts are made to find longer effectivity, low risk of the procedure and shorter procedure. Purpose: The aim of our study is to compare the two "balloon - one shot" methods (radiofrequency balloon "RFB" and cryoballoon "CB") in terms of speed, efficacy and safety. Methods: Prospective, randomized, pilot single-center trial including 74 consecutive patients with paroxysmal, persistent or long lasting persistent atrial fibrillation who undergo for the first time PVI-ablation between December 2022 and October 2023. Patient were randomized 1:1 according type of AF, Sex, Hypertension, left ventricular ejection fraction e left atrial volume in a multi-electrode radiofrequency balloon catheter Heliostar ablation or in cryoballoon system ablation. Both groups had comparable clinical characteristics. Results: Median Age of the population was 64 year (iq range 57-70), 19 were female (25,7%), 31 patients (42%) had paroxysmal atrial fibrillation, median EF was 60% (iq range 55-65) and median left atrial volume 36 ml/mq (iq 28-40). 37 patients undergo cryoballoon PVI and 37 patients undergo RF balloon Ablation. Compared with the RFB group, the CB group showed a shorter procedure time [65 minutes (55-75) vs. 75 minutes (65-90) (P < 0.008)]. The DAP (dose area product) was lower in RFB Group [7 Gy*cm2 ( 5-10) vs CB Group 11 ( 7-18), p<0,001]. First-pass isolation was comparable. We had 5 complications in RFB group (1 pericardial effusion without pericardiocentesis, 3 transitory ST-elevation on ECG due to air embolism, 1 transient phrenic nerve palsy) and 3 complications in CB group (3 transient phrenic nerve palsy) P=ns. During the procedures in 3 cases of RF group and in 1 case of CB group (p=ns) we had to change the balloon due to technical issues. Conclusion: The RFB appears to have a safety and efficacy profile similar to that of the CB for PVI. CB has shorter procedural times but with a higher X-Ray exposure.Figure 1Figure 2

  • Open Access

    Treatment response to spironolactone in patients with heart failure with preserved ejection fraction: a machine learning-based analysis of two randomized controlled trials

    by Karl-Patrik Kresoja, Matthias Unterhuber, Rolf Wachter, Karl-Philipp Rommel, Christian Besler, Sanjiv Shah, Holger Thiele, Frank Edelmann, Philipp Lurz


  • Stressed Blood Volume in Severe Tricuspid Regurgitation

    by Karl-Philipp Rommel, Christian Besler, Matthias Unterhuber, Karl-Patrik Kresoja, Thilo Noack, Tobias Kister, Michael I. Brener, Marat Fudim, Mohamed Abdel-Wahab, Martin B. Leon, et al.


  • Sex-related characteristics and short-term outcomes of patients undergoing transcatheter tricuspid valve intervention for tricuspid regurgitation

    by Andrea Scotti, Augustin Coisne, Maurizio Taramasso, Juan F Granada, Sebastian Ludwig, Josep Rodés-Cabau, Philipp Lurz, Jörg Hausleiter, Neil Fam, Susheel K Kodali, et al.

    Aims: The impact of sexuality in patients with significant tricuspid regurgitation (TR) undergoing transcatheter tricuspid valve intervention (TTVI) is unknown. The aim of this study was to investigate sex-specific outcomes in patients with significant TR treated with TTVI vs. medical therapy alone.Methods and results: The Transcatheter Tricuspid Valve Therapies (TriValve) registry collected data on patients with significant TR from 24 centres who underwent TTVI from 2016 to 2021. A control cohort was formed by medically managed patients with ≥severe isolated TR diagnosed in 2015–18. The primary endpoint was freedom from all-cause mortality. Secondary endpoints were heart failure (HF) hospitalization, New York Heart Association (NYHA) functional status, and TR severity. One-year outcomes were assessed for the TriValve cohort and compared with the control cohort with the inverse probability of treatment weighting (IPTW). A total of 556 and 2072 patients were included from the TriValve and control groups, respectively. After TTVI, there was no difference between women and men in 1-year freedom from all-cause mortality 80.9% vs. 77.9%, P = 0.56, nor in HF hospitalization (P = 0.36), NYHA Functional Classes III and IV (P = 0.17), and TR severity >2+ at last follow-up (P = 0.42). Multivariable Cox-regression weighted by IPTW showed improved 1-year survival after TTVI compared with medical therapy alone in both women (adjusted hazard ratio 0.45, 95% confidence interval 0.23–0.83, P = 0.01) and men (adjusted hazard ratio 0.42, 95% confidence interval 0.18–0.89, P = 0.03).Conclusion: After TTVI in high-risk patients, there were no sex-related differences in terms of survival, HF hospitalization, functional status, and TR reduction up to 1 year. The IPTW analysis shows a survival benefit of TTVI over medical therapy alone in both women and men.


  • Artificial intelligence in proteomics: new frontiers from risk prediction to treatment?

    by Matthias Unterhuber, Karl-Patrik Kresoja, Philipp Lurz, Holger Thiele

    In cardiology, risk scores are used daily to estimate the cardiovascular disease (CVD) risk of a patient and eventually guide clinical decision making. To create accurate scoring systems, large populations are used, and clinically measurable parameters are included. These scores and calculations represent mostly linear and proportional relationships which correspond to the idea of ‘more A, therefore more B’. This allows for simple interpretability of causal relationships of risk factor and observed events, e.g. smoking or high blood pressure are harmful. Clinical risk models tend to perform well on average but show poor precision for individuals. There are subjects who despite having a high-risk profile will not develop significant CVD or experience events. Those ‘outliers’ may have a different clinical response to external conditions, e.g. heavy smoking, and still not develop any disease manifestation. Some may attribute this to...


  • Open Access

    Comparison of Long‐Term Outcomes for Responders Versus Non‐Responders Following Renal Denervation in Resistant Hypertension

    by Karl Fengler, Paul Reimann, Karl‐Philipp Rommel, Karl‐Patrik Kresoja, Stephan Blazek, Matthias Unterhuber, Christian Besler, Maximilian von Roeder, Michael Böhm, Steffen Desch, et al.

    Background: Recent trial results support the efficacy of renal sympathetic denervation in lowering blood pressure (BP). While BP reduction in general is associated with a clinically meaningful reduction in cardiovascular events and mortality, such a relationship has not been described for patients undergoing renal sympathetic denervation. Methods and Results: Clinical events were assessed in patients who underwent renal sympathetic denervation at our center using telephone‐ and clinical follow‐up, interviews with general practitioners, as well as review of hospital databases. Event rates were compared between BP responders (≥5 mm Hg 24‐hour ambulatory BP reduction) and non‐responders; 296 patients were included. Compared with baseline, 24‐hour systolic ambulatory BP was reduced by 8.3±12.2 mm Hg and diastolic BP by 4.8±7.0 mm Hg ( P P =0.041). This was consistent after adjustment for potential confounders as well as confirmed by propensity‐score matching. A proportional relationship was found between BP reduction after 3 months and frequency of major adverse cardiovascular events (HR, 0.75 [95% CI, 0.58 to 0.97] per 10 mm Hg 24‐hour systolic ambulatory BP reduction). Conclusions: Based on these observational data, blood pressure response to renal sympathetic denervation is associated with improved long‐term clinical outcome.


  • Open Access

    Deep learning detects heart failure with preserved ejection fraction using a baseline electrocardiogram

    by Matthias Unterhuber, Karl-Philipp Rommel, Karl-Patrik Kresoja, Julia Lurz, Jelena Kornej, Gerhard Hindricks, Markus Scholz, Holger Thiele, Philipp Lurz

    Heart failure with preserved ejection fraction (HFpEF) is a rapidly growing global health problem. To date, diagnosis of HFpEF is based on clinical, invasive, and laboratory examinations. Electrocardiographic findings may vary, and there are no known typical ECG features for HFpEF. This study included two patient cohorts. In the derivation cohort, we included n = 1884 patients who presented with exertional dyspnoea or equivalent and preserved ejection fraction (≥50%) and clinical suspicion for coronary artery disease. The ECGs were divided in segments, yielding a total of 77 558 samples. We trained a convolutional neural network (CNN) to classify HFpEF and control patients according to European Society of Cardiology (ESC) criteria. An external group of 203 volunteers in a prospective heart failure screening programme served as a validation cohort of the CNN. The external validation of the CNN yielded an area under the curve of 0.80 [95% confidence interval (CI) 0.74–0.86] for detection of HFpEF according to ESC criteria, with a sensitivity of 0.99 (95% CI 0.98–0.99) and a specificity of 0.60 (95% CI 0.56–0.64), with a positive predictive value of 0.68 (95%CI 0.64–0.72) and a negative predictive value of 0.98 (95% CI 0.95–0.99). In this study, we report the first deep learning-enabled CNN for identifying patients with HFpEF according to ESC criteria including NT-proBNP measurements in the diagnostic algorithm among patients at risk. The suitability of the CNN was validated on an external validation cohort of patients at risk for developing heart failure, showing a convincing screening performance. Overview of the study design, model construction, and results. AUC, area under the curve; CAD, coronary artery disease; HFpEF, heart failure with preserved ejection fraction; LV-EF, left ventricular ejection fraction; NPV, negative predictive value; PPV, positive predictive value.


  • Open Access

    Left Atrial Pressure as a Predictor of Success in Catheter Ablation of Atrial Fibrillation in a Real-Life Cohort

    by Massimiliano Manfrin, Giacomo Mugnai, Werner Rauhe, Vedran Velagic, Matthias Unterhuber

    Aims: The clinical role of the left atrial (LA) hypertension in patients with atrial fibrillation (AF) and its role as predictor in those undergoing pulmonary vein (PV) isolation is still unknown. The aim of the present study was to analyze the role of LA pressure in patients with nonvalvular AF who underwent PV isolation and its implication for AF catheter ablation. Methods: Consecutive patients with drug resistant AF who underwent PV isolation at San Maurizio Regional Hospital of Bolzano (Italy) as index procedure were included in this analysis. Results: A total of 132 consecutive patients (97 males, 73%; mean age 58.0 ± 13.2 years) were included in the analysis. Eleven patients (8%) underwent radiofrequency ablation and 121 (92%) cryoballoon ablation. Higher LA pressures were found in 54 patients (40.9%). At a mean follow up of 14.3 ± 8.2 months (median 12 months), the success rate without antiarrhythmic therapy was 65.9% (87/132; considering the blanking period). Female gender and continuous mean LA pressure were significantly associated with AF recurrence and remained significant on multivariable Cox analysis (respectively, HR 1.845, 1.00–3.40, p = 0.05 and HR 1.066, 1.002–1.134, p = 0.04). We identified a LA mean pressure of >15 mmHg as ideal cutoff and constructed a model to predict AF recurrence which fitted with a concordance index (C-index) of 0.65 (95% CI 0.56–0.75), logrank score p = 0.003.