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Surkova E, Lakatos BK, Fábián A, Kovács A, Senior R, Li W. Myocardial work of the systemic right ventricle and its association with outcomes. Int J Cardiovasc Imaging 2024:10.1007/s10554-024-03081-3. [PMID: 38507153 DOI: 10.1007/s10554-024-03081-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Accepted: 03/09/2024] [Indexed: 03/22/2024]
Abstract
We aimed to evaluate clinical and prognostic significance of myocardial work parameters of the systemic right ventricle (SRV). Thirty-eight patients with the SRV underwent echocardiographic assessment of the SRV systolic function including 3D-echocardiography derived ejection fraction, 2D longitudinal strain and myocardial work analysis. The study endpoint was the combination of all-cause mortality and heart transplantation. Global constructive work (GCW) and global work index (GWI) demonstrated moderate correlation with the 3DE-derived SRV ejection fraction (EF) (Rho 0.64, p < 0.0001 and Rho 0.63, p < 0.0001, respectively). GCW showed the strongest correlation with the BNP level (Rho - 0.77, p < 0.0001), closely followed by GWI, 4-chamber longitudinal strain and 3DE EF (all Rho - 0.73, p < 0.0001). GCW and GWI were significantly lower in patients with moderate or severe tricuspid regurgitation compared with less than moderate regurgitation (1226 ± 439 vs 1509 ± 264 mmHg%, p = 0.02, and 984 ± 348 vs 1259 ± 278 mmHg%, p = 0.01, respectively). During a follow-up of 3.5 (2.8-3.9) years, seven patients (18%) died and one received transplantation (3%). They had significantly lower GCW and GWI compared with patients who did not reach the study endpoint (908 ± 255 vs 1433 ± %, p < 0.001 and 721 ± 210 vs 1173 ± 315 mmHg%, p < 0.001, respectively). In Cox regression analysis, GCW, GWI, 3DE SRV volumes and EF were the best-fit models based on the Akaike Information Criterion, outperforming longitudinal strain parameters. GWI and GCW, novel echocardiographic parameters of myocardial work, provided reliable quantification of the SRV systolic function. GWI, GCW and 3DE-derived SRV parameters were closely associated with all-cause mortality and heart transplantation in patients with the SRV.
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Affiliation(s)
- Elena Surkova
- Royal Brompton and Harefield Hospitals, Part of Guy's and St Thomas' NHS Foundation Trust, Sydney Street, Chelsea, London, SW3 6NP, UK.
| | - Bálint Károly Lakatos
- Heart and Vascular Center, Semmelweis University, 68, Varosmajor Str., Budapest, 1122, Hungary
| | - Alexandra Fábián
- Heart and Vascular Center, Semmelweis University, 68, Varosmajor Str., Budapest, 1122, Hungary
| | - Attila Kovács
- Heart and Vascular Center, Semmelweis University, 68, Varosmajor Str., Budapest, 1122, Hungary
| | - Roxy Senior
- Royal Brompton and Harefield Hospitals, Part of Guy's and St Thomas' NHS Foundation Trust, Sydney Street, Chelsea, London, SW3 6NP, UK
- National Heart Lung Institute, Imperial College London, Guy Scadding Building, Dovehouse St, Chelsea, London, SW3 6LY, UK
| | - Wei Li
- Royal Brompton and Harefield Hospitals, Part of Guy's and St Thomas' NHS Foundation Trust, Sydney Street, Chelsea, London, SW3 6NP, UK
- National Heart Lung Institute, Imperial College London, Guy Scadding Building, Dovehouse St, Chelsea, London, SW3 6LY, UK
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Tokodi M, Magyar B, Szijártó Á, Lakatos BK, Kovács A. Reply: Can Deep Learning Improve 2D Echocardiographic RV Assessment?: First Important Steps. JACC Cardiovasc Imaging 2023; 16:1636. [PMID: 38056989 DOI: 10.1016/j.jcmg.2023.10.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Accepted: 10/18/2023] [Indexed: 12/08/2023]
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Tokodi M, Magyar B, Soós A, Takeuchi M, Tolvaj M, Lakatos BK, Kitano T, Nabeshima Y, Fábián A, Szigeti MB, Horváth A, Merkely B, Kovács A. Deep Learning-Based Prediction of Right Ventricular Ejection Fraction Using 2D Echocardiograms. JACC Cardiovasc Imaging 2023; 16:1005-1018. [PMID: 37178072 DOI: 10.1016/j.jcmg.2023.02.017] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 01/25/2023] [Accepted: 02/17/2023] [Indexed: 05/15/2023]
Abstract
BACKGROUND Evidence has shown the independent prognostic value of right ventricular (RV) function, even in patients with left-sided heart disease. The most widely used imaging technique to measure RV function is echocardiography; however, conventional 2-dimensional (2D) echocardiographic assessment is unable to leverage the same clinical information that 3-dimensional (3D) echocardiography-derived right ventricular ejection fraction (RVEF) can provide. OBJECTIVES The authors aimed to implement a deep learning (DL)-based tool to estimate RVEF from 2D echocardiographic videos. In addition, they benchmarked the tool's performance against human expert reading and evaluated the prognostic power of the predicted RVEF values. METHODS The authors retrospectively identified 831 patients with RVEF measured by 3D echocardiography. All 2D apical 4-chamber view echocardiographic videos of these patients were retrieved (n = 3,583), and each subject was assigned to either the training or the internal validation set (80:20 ratio). Using the videos, several spatiotemporal convolutional neural networks were trained to predict RVEF. The 3 best-performing networks were combined into an ensemble model, which was further evaluated in an external data set containing 1,493 videos of 365 patients with a median follow-up time of 1.9 years. RESULTS The ensemble model predicted RVEF with a mean absolute error of 4.57 percentage points in the internal and 5.54 percentage points in the external validation set. In the latter, the model identified RV dysfunction (defined as RVEF <45%) with an accuracy of 78.4%, which was comparable to an expert reader's visual assessment (77.0%; P = 0.678). The DL-predicted RVEF values were associated with major adverse cardiac events independent of age, sex, and left ventricular systolic function (HR: 0.924 [95% CI: 0.862-0.990]; P = 0.025). CONCLUSIONS Using 2D echocardiographic videos alone, the proposed DL-based tool can accurately assess RV function, with similar diagnostic and prognostic power as 3D imaging.
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Affiliation(s)
- Márton Tokodi
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary.
| | - Bálint Magyar
- Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, Budapest, Hungary
| | - András Soós
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary; Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, Budapest, Hungary
| | - Masaaki Takeuchi
- Department of Laboratory and Transfusion Medicine, University Hospital, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Máté Tolvaj
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | | | - Tetsuji Kitano
- Department of Cardiology and Nephrology, Wakamatsu Hospital, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Yosuke Nabeshima
- Second Department of Internal Medicine, School of Medicine, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Alexandra Fábián
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Mark Bence Szigeti
- Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, Budapest, Hungary
| | - András Horváth
- Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, Budapest, Hungary
| | - Béla Merkely
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Attila Kovács
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary.
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Behon A, Merkel ED, Schwertner WR, Kuthi LK, Veres B, Masszi R, Kovács A, Lakatos BK, Zima E, Gellér L, Kosztin A, Merkely B. Long-term outcome of cardiac resynchronization therapy patients in the elderly. GeroScience 2023; 45:2289-2301. [PMID: 36800059 PMCID: PMC10651580 DOI: 10.1007/s11357-023-00739-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Accepted: 01/19/2023] [Indexed: 02/18/2023] Open
Abstract
Heart failure (HF) is a leading cause of mortality and hospitalization in the elderly. However, data are scarce about their response to device treatment such as cardiac resynchronization therapy (CRT). We aimed to evaluate the age-related differences in the effectiveness of CRT, procedure-related complications, and long-term outcome. Between 2000 and 2020, 2656 patients undergoing CRT implantation were registered and analyzed retrospectively. Patients were divided into 3 groups according to their age: group I, < 65; group II, 65-75; and group III, > 75 years. The primary endpoint was the echocardiographic response defined as a relative increase > 15% in left ventricular ejection fraction (LVEF) within 6 months, and the secondary endpoint was the composite of all-cause mortality, heart transplantation, or left ventricular assist device implantation. Procedure-related complications were also assessed. After implantation, LVEF showed significant improvement both in the total cohort [28% (IQR 24/33) vs. 35% (IQR 28/40); p < 0.01)] and in each subgroup (27% vs. 34%; p < 0.01, 29% vs. 35%; p < 0.01, 30% vs. 35%; p < 0.01). Response rate was similar in the 3 groups (64% vs. 62% vs. 56%; p = 0.41). During the follow-up, 1574 (59%) patients died. Kaplan-Meier curves revealed a significantly lower survival rate in the older groups (log-rank p < 0.001). The cumulative complication rates were similar among the three age groups (27% vs. 28% vs. 24%; p = 0.15). Our results demonstrate that CRT is as effective and safe therapy in the elderly as for young ones. The present data suggest that patients with appropriate indications benefit from CRT in the long term, regardless of age.
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Affiliation(s)
- Anett Behon
- Heart and Vascular Center, Semmelweis University, Varosmajor 68 H-1122, Budapest, Hungary
| | - Eperke Dóra Merkel
- Heart and Vascular Center, Semmelweis University, Varosmajor 68 H-1122, Budapest, Hungary
| | | | - Luca Katalin Kuthi
- Heart and Vascular Center, Semmelweis University, Varosmajor 68 H-1122, Budapest, Hungary
| | - Boglárka Veres
- Heart and Vascular Center, Semmelweis University, Varosmajor 68 H-1122, Budapest, Hungary
| | - Richard Masszi
- Heart and Vascular Center, Semmelweis University, Varosmajor 68 H-1122, Budapest, Hungary
| | - Attila Kovács
- Heart and Vascular Center, Semmelweis University, Varosmajor 68 H-1122, Budapest, Hungary
| | - Bálint Károly Lakatos
- Heart and Vascular Center, Semmelweis University, Varosmajor 68 H-1122, Budapest, Hungary
| | - Endre Zima
- Heart and Vascular Center, Semmelweis University, Varosmajor 68 H-1122, Budapest, Hungary
| | - László Gellér
- Heart and Vascular Center, Semmelweis University, Varosmajor 68 H-1122, Budapest, Hungary
| | - Annamária Kosztin
- Heart and Vascular Center, Semmelweis University, Varosmajor 68 H-1122, Budapest, Hungary
| | - Béla Merkely
- Heart and Vascular Center, Semmelweis University, Varosmajor 68 H-1122, Budapest, Hungary.
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Ladányi Z, Bárczi A, Fábián A, Ujvári A, Cseprekál O, Kis É, Reusz GS, Kovács A, Merkely B, Lakatos BK. Get to the heart of pediatric kidney transplant recipients: Evaluation of left- and right ventricular mechanics by three-dimensional echocardiography. Front Cardiovasc Med 2023; 10:1094765. [PMID: 37008334 PMCID: PMC10063872 DOI: 10.3389/fcvm.2023.1094765] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 02/15/2023] [Indexed: 03/19/2023] Open
Abstract
BackgroundKidney transplantation (KTX) markedly improves prognosis in pediatric patients with end-stage kidney failure. Still, these patients have an increased risk of developing cardiovascular disease due to multiple risk factors. Three-dimensional (3D) echocardiography allows detailed assessment of the heart and may unveil distinct functional and morphological changes in this patient population that would be undetectable by conventional methods. Accordingly, our aim was to examine left- (LV) and right ventricular (RV) morphology and mechanics in pediatric KTX patients using 3D echocardiography.Materials and methodsPediatric KTX recipients (n = 74) with median age 20 (14–26) years at study enrollment (43% female), were compared to 74 age and gender-matched controls. Detailed patient history was obtained. After conventional echocardiographic protocol, 3D loops were acquired and measured using commercially available software and the ReVISION Method. We measured LV and RV end-diastolic volumes indexed to body surface area (EDVi), ejection fraction (EF), and 3D LV and RV global longitudinal (GLS) and circumferential strains (GCS).ResultsBoth LVEDVi (67 ± 17 vs. 61 ± 9 ml/m2; p < 0.01) and RVEDVi (68 ± 18 vs. 61 ± 11 ml/m2; p < 0.01) were significantly higher in KTX patients. LVEF was comparable between the two groups (60 ± 6 vs. 61 ± 4%; p = NS), however, LVGLS was significantly lower (−20.5 ± 3.0 vs. −22.0 ± 1.7%; p < 0.001), while LVGCS did not differ (−29.7 ± 4.3 vs. −28.6 ± 10.0%; p = NS). RVEF (59 ± 6 vs. 61 ± 4%; p < 0.05) and RVGLS (−22.8 ± 3.7 vs. −24.1 ± 3.3%; p < 0.05) were significantly lower, however, RVGCS was comparable between the two groups (−23.7 ± 4.5 vs. −24.8 ± 4.4%; p = NS). In patients requiring dialysis prior to KTX (n = 64, 86%) RVGCS showed correlation with the length of dialysis (r = 0.32, p < 0.05).ConclusionPediatric KTX patients demonstrate changes in both LV and RV morphology and mechanics. Moreover, the length of dialysis correlated with the contraction pattern of the right ventricle.
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Affiliation(s)
- Zsuzsanna Ladányi
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
- Correspondence: Zsuzsanna Ladányi
| | - Adrienn Bárczi
- 1st Department of Pediatrics, Semmelweis University, Budapest, Hungary
| | - Alexandra Fábián
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Adrienn Ujvári
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Orsolya Cseprekál
- Department of Surgery, Transplantation and Gastroenterology, Semmelweis University, Budapest, Hungary
| | - Éva Kis
- Department of Pediatric Cardiology, Gottsegen György Hungarian Institute of Cardiology, Budapest, Hungary
| | | | - Attila Kovács
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Béla Merkely
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
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Fabian A, Tolvaj M, Lakatos BK, Assabiny A, Adrienn U, Ferencz A, Shiida K, Schwertner WR, Veres B, Kosztin A, Staub L, Sax B, Merkely B, Kovács A. BEYOND LONGITUDINAL STRAIN: THE PROGNOSTIC SIGNIFICANCE OF BIVENTRICULAR CIRCUMFERENTIAL MECHANICS. J Am Coll Cardiol 2023. [DOI: 10.1016/s0735-1097(23)01819-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
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Ladányi Z, Bárczi A, Fabian A, Adrienn U, Cseprekal O, Kis É, Merkely B, Reusz GS, Kovács A, Lakatos BK. GET TO THE HEART OF PEDIATRIC RENAL TRANSPLANTATION: A THREE-DIMENSIONAL ECHOCARDIOGRAPHY STUDY. J Am Coll Cardiol 2023. [DOI: 10.1016/s0735-1097(23)01959-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
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Fabian A, Tolvaj M, Lakatos BK, Assabiny A, Ujvari A, Shiida K, Ferencz A, Schwertner W, Veres B, Kosztin A, Staub L, Sax B, Merkely B, Kovacs A. There is more than just longitudinal strain: prognostic significance of biventricular circumferential mechanics. Eur Heart J 2022. [DOI: 10.1093/eurheartj/ehac544.104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Global longitudinal strain is a well-established predictive parameter of adverse outcomes in several cardiac diseases, therefore, it is widely used in clinical practice. Despite the significant contribution of circumferential shortening to the global ventricular function, data are scarce concerning the biventricular circumferential strain phenotypes and their prognostic value on long-term mortality.
Accordingly, the aim of our study was to assess both left (LV) and right ventricular (RV) global circumferential strain (GCS) using 3D echocardiography in order to determine the prognostic importance of the deterioration of biventricular circumferential mechanics.
Three hundred and sixty-four patients with various established left-sided heart diseases were retrospectively identified (age: 64.8±15.0 years, 69% males) with a median follow-up of 41 months. All patients underwent clinically indicated transthoracic echocardiography and left (LV) and right ventricular (RV) ejection fractions (EF) were measured by 3D analysis. 3D LV and RV GCS were also quantified by dedicated softwares. In order to determine the prognostic power of the different patterns of biventricular circumferential mechanics, we divided the patient population into four groups using the median values of LV and RV GCS (absolute values of 27.1% and 17.9%, respectively). Group 1 consisted of patients with both LV and RV GCS above median values; Group 2 was defined as patients with LV GCS above the median, while RV GCS below the median, whereas in Group 3 patients had LV GCS values below the median, while RV GCS was above median. Group 4 was defined as patients with both LV and RV GCS below the median. The primary endpoint of our study was all-cause mortality.
Fifty-five patients (15.1%) met the primary endpoint. The overall patient population showed balanced values of LV and RV EF (49.0±15.7 and 48.2±9.4%, respectively). Comparing the population separated into the above-mentioned four groups based on LV and RV GCS values enabled a detailed risk stratification as shown on the Kaplan-Meier curve (Figure 1.) When comparing Group 1 vs. Group 4, patients who had lower LV and RV GCS values the risk of all-cause mortality was more than 5 times higher than in patients with both LV and RV GCS above the median (HR, 5.240 [95% CI, 2.750–9.985], p<0.001). By comparing Group 2 with Group 3, the associated risks for all-cause mortality did not show a difference (HR, 0.461 [95% CI, 0.178 to 1.194], p=NS) as shown on the Kapan-Meier curve (Figure 2).
Based on the different phenotypes of LV and RV GCS, decreased biventricular circumferential shortening was associated with a significantly increased risk of long-term all-cause mortality. Interestingly, decreased RV GCS with maintained LV GCS showed a similar risk of adverse outcomes than decreased LV GCS with maintained RV GCS. Our results emphasize the importance of the assessment of biventricular circumferential mechanics.
Funding Acknowledgement
Type of funding sources: None.
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Affiliation(s)
- A Fabian
- Semmelweis University, Heart and Vascular Center , Budapest , Hungary
| | - M Tolvaj
- Semmelweis University, Heart and Vascular Center , Budapest , Hungary
| | - B K Lakatos
- Semmelweis University, Heart and Vascular Center , Budapest , Hungary
| | - A Assabiny
- Semmelweis University, Heart and Vascular Center , Budapest , Hungary
| | - A Ujvari
- Semmelweis University, Heart and Vascular Center , Budapest , Hungary
| | - K Shiida
- Semmelweis University, Heart and Vascular Center , Budapest , Hungary
| | - A Ferencz
- Semmelweis University, Heart and Vascular Center , Budapest , Hungary
| | - W Schwertner
- Semmelweis University, Heart and Vascular Center , Budapest , Hungary
| | - B Veres
- Semmelweis University, Heart and Vascular Center , Budapest , Hungary
| | - A Kosztin
- Semmelweis University, Heart and Vascular Center , Budapest , Hungary
| | - L Staub
- Argus Cognitive , Lebanon , United States of America
| | - B Sax
- Semmelweis University, Heart and Vascular Center , Budapest , Hungary
| | - B Merkely
- Semmelweis University, Heart and Vascular Center , Budapest , Hungary
| | - A Kovacs
- Semmelweis University, Heart and Vascular Center , Budapest , Hungary
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Babity M, Zamodics M, Kovacs E, Konig A, Rakoczi R, Horvath M, Kiss A, Herczeg SZ, Varga A, Fabian A, Lakatos BK, Vago H, Kovacs A, Merkely B, Kiss O. Extension of fitness evaluations with muscle oxygen saturation measurements based on near-infrared spectroscopy analysis during cardiopulmonary exercise testing in elite athletes. Eur Heart J 2022. [DOI: 10.1093/eurheartj/ehac544.2466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Introduction
Many cardiovascular parameters of sport adaptation have become an area of detailed research in recent decades. However, details of local circulatory and metabolic processes ongoing in the working muscles during physical exercise need to be revealed.
Purpose
Our aim was to extend cardiopulmonary exercise testing with near-infrared spectroscopy measurements to focus on observing local changes in the contracting muscles during running.
Methods
Mixed muscle oxygen saturation values (SmO2) measured in the left vastus lateralis muscle of athletes were analyzed by near-infrared spectroscopy during vita maxima treadmill cardiopulmonary exercise testing with 2-min fingertip lactate measurements. Body composition analysis was carried out with bioimpedance method. One-way repeated measures ANOVA, Tukey post-hoc test, Shapiro–Wilk test and Pearson correlation were used for statistical analysis.
Results
The results of 66 elite athletes (male: 40; age: 17.9±3.6 y; training: 17.7±6.6 h/w; water polo player: 56, wrestler: 8, basketball player: 2) were analyzed. The 10-second averaged values of the measured saturation values were examined at rest (65.8±11.1%), at the anaerobic threshold (40.7±22.8%), at maximum load (30.2±20.5%) and after 5 minutes of cool-down (70.9±12.8%). Significant differences were measured between the four measurement time points in all pairings. A negative correlation was found between the achieved maximal oxygen uptake and the muscle oxygen saturation values measured at the anaerobic threshold and at the maximal load (respectively r=−0.30, p<0.02; r=−0.32, p<0.01). Oxygen uptake at the end of cool-down was also negatively correlated with muscle oxygen saturation values measured at the anaerobic threshold and at the peak of exercise (respectively r=−0.27, p<0.05; r=−0.27, p<0.05). The fat-free mass of the identical limb showed negative correlation with the muscle oxygen saturation values measured at the anaerobic threshold, at the maximal load and at the cool-down (respectively r=−0.43, p<0.01; r=−0.44, p<0.01; r=−0.35, p<0.01), while positive interactions were observed between the body-fat mass of the same limb and the muscle oxygen saturation values (respectively r=0.51, p<0.01; r=0.55, p<0.01; r=0.41, p<0.01). Muscle oxygen saturation values showed no significant correlations with exercise time, lactate levels, or heart rate measurements.
Conclusions
By our results, muscle oxygen saturation measurements can be reliably applied during exercise physiological measurements. During exercise, muscle oxygen saturation values negatively correlated with oxygen uptake. At the cool-down phase, a rebound effect could be observed compared to the resting measurements. On the identical limb, the higher the muscle mass was, the higher muscle desaturation could be measured. This easy-to-perform test provides insight into muscle metabolism processes and can help with training planning and athlete follow-up.
Funding Acknowledgement
Type of funding sources: Public grant(s) – National budget only. Main funding source(s): This project was supported by a grant from the National Research, Development and Innovation Office (NKFIH) of Hungary (K 135076). Supported by the ÚNKP-21-3-I-SE-68 New National Excellence Program of the Ministry for Innovation and Technology from the Source of the National Research, Development and Innovation fund.
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Affiliation(s)
- M Babity
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - M Zamodics
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - E Kovacs
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - A Konig
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - R Rakoczi
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - M Horvath
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - A Kiss
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - S Z Herczeg
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - A Varga
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - A Fabian
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - B K Lakatos
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - H Vago
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - A Kovacs
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - B Merkely
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - O Kiss
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
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Lakatos BK, Ruppert M, Ladanyi Z, Fabian A, Ujvari A, Turschl T, Molnar B, Straub E, Molnar A, Nagy A, Molnar L, Kovacs A, Merkely B. Clinical determinants of non-invasive global myocardial work index before and after transcatheter aortic valve implantation: a prospective study. Eur Heart J 2022. [DOI: 10.1093/eurheartj/ehac544.1551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
The estimation of non-invasive global myocardial work indices is a novel method of the left ventricular (LV) functional assessment, which may overcome the load-sensitvity of the traditional functional measures. The diagnostic and prognostic role of this approach may gain particular importance in pressure overload states, such as in patients with severe aortic stenosis. However, the longitudinal changes of this recently introduced measure are scarcely investigated, and data are also lacking about the main determinants of these measures.
Accordingly, our aim was to investigate the clinical determinants of preoperative and also postoperative GMWI in patients undergoing transcatheter aortic valve replacement (TAVR).
Fifty patients (62% male, age: 78±5 years) were enrolled. Prior to the procedure, subjects underwent echocardiographic investigation and the detailed medical history was also recorded. Speckle-tracking analysis was performed and global longitudinal strain (GLS) was measured. LV pressure curve was estimated by adding the mean aortic valve gradient to the systolic blood pressure. Using these measures, global myocardial work index (GMWI) and global constructive work index (CMWI) was quantified by commercially available software. A 6 months follow-up examination was also performed and at that time point we determined the aforementioned parameters.
At follow-up, GLS has significantly increased (−13.0±4.1 vs. −14.8±3.8%; p<0.001), while GMWI was significantly lower compared to baseline (1789±748 vs. 1506±561 mmHg%, p<0.01). CMWI did not differ between the two time points (2309±782 vs. 2086±609 mmHg%, p=0.11). Using multivariable analysis, age (β=0.30; p<0.05) preoperative New York Heart Association (NYHA) class (β=−0.48; p<0.001) and having a pacemaker (β=−0.44; p<0.01) were found to be independent predictors of the preoperative GMWI (R2=0.39; overall p<0.001). On the other hand, postoperative GMWI was determined (R2=0.48; overall p<0.001) by gender (β=−0.25; p<0.05), the presence of diabetes mellitus (β=−0.37; p<0.01) and also by having a pacemaker (β=−0.38; p<0.01).
TAVR significantly alters LV functional measures. Different clinical factors influence GMWI before and after the procedure: age, NYHA class-based symptom severity and having a pacemaker were found to be independently associated with preoperative GMWI, while gender, the presence of diabetes mellitus and pacemaker device are the most important clinical determinants of the postoperative GMWI value.
Funding Acknowledgement
Type of funding sources: None.
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Affiliation(s)
- B K Lakatos
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - M Ruppert
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - Z Ladanyi
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - A Fabian
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - A Ujvari
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - T Turschl
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - B Molnar
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - E Straub
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - A Molnar
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - A Nagy
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - L Molnar
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - A Kovacs
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - B Merkely
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
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11
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Ladanyi Z, Lakatos BK, Ruppert M, Fabian A, Ujvari A, Molnar B, Turschl T, Fejer C, Apor A, Nagy AI, Molnar L, Kovacs A, Merkely B. Right ventricular mechanics and its association with symptoms in transcatheter aortic valve replacement candidates: a three-dimensional echocardiography study. Eur Heart J 2022. [DOI: 10.1093/eurheartj/ehac544.1798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
Aortic valve stenosis is one of the most prevalent valvular disease with significant clinical burden. While it is initially a disorder of the left ventricle (LV), long-term effects of the disease also affect the right ventricle (RV) as well. Nevertheless, data are scarce regarding the changes of RV mechanics and their association with symptomatic status of the patients. 3D echocardiography allows a more detailed assessment of the RV, which may unveil distinct changes of its morphology and function in this clinical setting.
Accordingly, our aim was to examine LV and RV mechanics in TAVR candidate patients with severe aortic stenosis using three-dimensional (3D) echocardiography.
Seventy patients (51% male, age: 80±6 years) were enrolled. Detailed medical history and symptomatic status were obtained. Beyond conventional transthoracic echocardiographic protocol, 3D loops were also acquired. We measured 3D LV and RV end-diastolic volume indexed to body surface area (EDVi), ejection fraction (EF) and global longitudinal (GLS) using dedicated software. Furthermore, we have determined 3D RV global longitudinal (RV GLS) and circumferential strain (RV GCS) using the ReVISION method.
LV EF (r=0.28, p<0.05) and LV GLS (r=−0.26, p<0.05) significantly correlated with age, while RV EF (r=0.21, p=0.11), RV GLS (r=−0.17, p=0.19) and RV GCS (r=−0.07, p=0.61) did not show association with it. 41% (n=29) of the patient population mentioned angina or had syncope. Patients with these symptoms had comparable LV EDVi (73±23 vs. 69±25 mL/m2, p=0.47), LV EF (47±15 vs. 51±10%, p=0.14) and LV GLS (−13.6±4.8 vs. −14.8±2.6%, p=0.25) to those who did not mention these complaints. On the other hand, patients with angina or syncope in their medical history had significantly lower RV EDVi (58±13 vs. 70±23 mL/m2, p<0.05), while having significantly higher RV EF (46±10 vs. 52±7%, p<0.05). Moreover, symptomatic patients had significantly lower RV GCS (−15.7±5.6 vs. −19.6±5.3%, p<0.01), while RV GLS did not differ (−15.8±4.8 vs. −17.4±4.1%, p=0.17).
Patients with severe aortic stenosis have marked changes in not only the LV, but the RV mechanics as well. While the symptomatic status does not seem to be associated with LV morphology and function, patients with angina or syncope had distinct changes in RV size and the contraction pattern of the chamber.
Funding Acknowledgement
Type of funding sources: None.
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Affiliation(s)
- Z Ladanyi
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - B K Lakatos
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - M Ruppert
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - A Fabian
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - A Ujvari
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - B Molnar
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - T Turschl
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - C Fejer
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - A Apor
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - A I Nagy
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - L Molnar
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - A Kovacs
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
| | - B Merkely
- Semmelweis University Heart and Vascular Center , Budapest , Hungary
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12
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Merkel ED, Boros AM, Schwertner WR, Behon A, Kovács A, Lakatos BK, Gellér L, Kosztin A, Merkely B. Effect of single ventricular premature contractions on response to cardiac resynchronization therapy. BMC Cardiovasc Disord 2022; 22:289. [PMID: 35752761 PMCID: PMC9233778 DOI: 10.1186/s12872-022-02725-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Accepted: 06/17/2022] [Indexed: 11/16/2022] Open
Abstract
Background We lack data on the effect of single premature ventricular contractions (PVCs) on the clinical and echocardiographic response after cardiac resynchronization therapy (CRT) device implantation. We aimed to assess the predictive value of PVCs at early, 1 month-follow up on echocardiographic response and all-cause mortality. Methods In our prospective, single-center study, 125 heart failure patients underwent CRT implantation based on the current guidelines. Echocardiographic reverse remodeling was defined as a ≥ 15% improvement in left ventricular ejection fraction (LVEF), end-systolic volume (LVESV), or left atrial volume (LAV) measured 6 months after CRT implantation. All-cause mortality was investigated by Wilcoxon analysis. Results The median number of PVCs was 11,401 in those 67 patients who attended the 1-month follow-up. Regarding echocardiographic endpoints, patients with less PVCs develop significantly larger LAV reverse remodeling compared to those with high number of PVCs. During the mean follow-up time of 2.1 years, 26 (21%) patients died. Patients with a higher number of PVCs than our median cut-off value showed a higher risk of early all-cause mortality (HR 0.97; 95% CI 0.38–2.48; P = 0.04). However, when patients were followed up to 9 years, its significance diminished (HR 0.78; 95% CI 0.42–1.46; P = 0.15). Conclusions In patients undergoing CRT implantation, lower number of PVCs predicted atrial remodeling and showed a trend for a better mortality outcome. Our results suggest the importance of the early assessment of PVCs in cardiac resynchronization therapy and warrant further investigations. Supplementary Information The online version contains supplementary material available at 10.1186/s12872-022-02725-3.
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Affiliation(s)
- Eperke Dóra Merkel
- Heart and Vascular Center, Semmelweis University, Varosmajor 68, Budapest, 1122, Hungary
| | - András Mihaly Boros
- Heart and Vascular Center, Semmelweis University, Varosmajor 68, Budapest, 1122, Hungary
| | | | - Anett Behon
- Heart and Vascular Center, Semmelweis University, Varosmajor 68, Budapest, 1122, Hungary
| | - Attila Kovács
- Heart and Vascular Center, Semmelweis University, Varosmajor 68, Budapest, 1122, Hungary
| | - Bálint Károly Lakatos
- Heart and Vascular Center, Semmelweis University, Varosmajor 68, Budapest, 1122, Hungary
| | - László Gellér
- Heart and Vascular Center, Semmelweis University, Varosmajor 68, Budapest, 1122, Hungary
| | - Annamária Kosztin
- Heart and Vascular Center, Semmelweis University, Varosmajor 68, Budapest, 1122, Hungary
| | - Béla Merkely
- Heart and Vascular Center, Semmelweis University, Varosmajor 68, Budapest, 1122, Hungary.
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13
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Lakatos BK, Ruppert M, Ladanyi Z, Fabian A, Ujvari A, Tokodi M, Molnar L, Zima E, Apor A, Nagy A, Kovacs A, Merkely B. Changes of the non-invasive myocardial work in patient undergoing transcatheter aortic valve replacement: the influence of left bundle branch block. Europace 2022. [DOI: 10.1093/europace/euac053.038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Funding Acknowledgements
Type of funding sources: None.
Patients with left bundle branch block (LBBB) are known to have substantially increased afterload sensitivity. It gains particular importance in subjects with aortic stenosis: patients with pre-existing LBBB may benefit more from interventions such as transcatheter aortic valve replacement (TAVR) by an effective and rapid reduction of the left ventricular (LV) pressures.
Accordingly, our aim was to investigate the changes of LV myocardial work indices in patients undergoing TAVR by the presence of preoperative LBBB. Non-invasive myocardial work indices are novel echocardiographic parameters which adjust LV deformation to the instantaneous LV pressure, overcoming the the load-sensitivity of the traditional LV functional measures.
Thirty patients undergoing TAVR were enrolled (37% female; age: 78±6 years; aortic valve area [AVA]: 0.7±0.3 cm2). Fourteen patients (47%; LBBB group) showed LBBB pattern on ECG, by demonstrating native LBBB (n=6; 20%) or having ventricular pacing dependency (n=8; 27%), while 16 patients had narrow QRS (53%; non-LBBB group). Prior to the procedure, subjects underwent a detailed echocardiographic investigation. Speckle-tracking analysis was performed and global longitudinal strain (GLS) was measured. LV pressure curve was estimated by adding the mean aortic valve gradient to the aortic systolic pressure. Using these measures, LV global constructive work index (CMWI) and global work efficiency (GWE). were quantified by commercially available software. A 6 months follow-up examination was also performed and at that time point we determined the aforementioned parameters.
As expected, AVA significantly improved after the procedure in the pooled study group (1.8±0.4 cm2; p<0.001). GLS also significantly increased (-13.2±4.2 vs. -15.2±3.9 %; p<0.01), while CMWI only showed a tendential decrease (2422±788 vs. 2166±640 mmHg%; p=NS) at the follow-up. GLS (-10.6±3.7 vs. -15.5±3.4%; p<0.001), CMWI (1877±679 vs. 2898±529 mmHg%; p<0.001), and also GWE (82±9 vs. 91±4%; p<0.01) was significantly lower in the LBBB-group compared to the non-LBBB patients. At the follow-up, GLS was still significantly lower in the LBBB patients (-13.2±4.6 vs. -16.9±2.1%; p<0.01), however, CMWI was comparable between the two groups (1956±776 vs. 2350±439 mmHg%, p=NS).
Pressure overload of the LV may affect patients with LBBB substantially more than subjects without it. TAVR causes an immediate and significant decrease in the LV afterload, which results in a more pronounced improvement in the LBBB group compared to those with no LBBB.
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Affiliation(s)
- BK Lakatos
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - M Ruppert
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - Z Ladanyi
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - A Fabian
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - A Ujvari
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - M Tokodi
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - L Molnar
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - E Zima
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - A Apor
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - A Nagy
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - A Kovacs
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - B Merkely
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
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14
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Evrard B, Lakatos BK, Goudelin M, Tősér Z, Merkely B, Vignon P, Kovács A. Assessment of Right Ventricular Mechanics by 3D Transesophageal Echocardiography in the Early Phase of Acute Respiratory Distress Syndrome. Front Cardiovasc Med 2022; 9:861464. [PMID: 35592398 PMCID: PMC9110691 DOI: 10.3389/fcvm.2022.861464] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 04/12/2022] [Indexed: 11/25/2022] Open
Abstract
Aim To compare global and axial right ventricular ejection fraction in ventilated patients for moderate-to-severe acute respiratory distress syndrome (ARDS) secondary to early SARS-CoV-2 pneumonia or to other causes, and in ventilated patients without ARDS used as reference. Methods Retrospective single-center cross-sectional study including 64 ventilated patients: 21 with ARDS related to SARS-CoV-2 (group 1), 22 with ARDS unrelated to SARS-CoV-2 (group 2), and 21 without ARDS (control group). Real-time three-dimensional transesophageal echocardiography was performed for hemodynamic assessment within 24 h after admission. Contraction pattern of the right ventricle was decomposed along the three anatomically relevant axes. Relative contribution of each spatial axis was evaluated by calculating ejection fraction along each axis divided by the global right ventricular ejection fraction. Results Global right ventricular ejection fraction was significantly lower in group 2 than in both group 1 and controls [median: 43% (25–75th percentiles: 40–57) vs. 58% (55–62) and 65% (56–68), respectively: p < 0.001]. Longitudinal shortening had a similar relative contribution to global right ventricular ejection fraction in all groups [group 1: 32% (28–39), group 2: 29% (24–40), control group: 31% (28–38), p = 0.6]. Radial shortening was lower in group 2 when compared to both group 1 and controls [45% (40–53) vs. 57% (51–62) and 56% (50–60), respectively: p = 0.005]. The relative contribution of right ventricular shortening along the anteroposterior axis was not statistically different between groups [group 1: 51% (41–55), group 2: 56% (46–63), control group; 56% (50–64), p = 0.076]. Conclusion During early hemodynamic assessment, the right ventricular systolic function appears more impaired in ARDS unrelated to SARS-CoV-2 when compared to early stage SARS-CoV-2 ARDS. Radial shortening appears more involved than longitudinal and anteroposterior shortening in patients with ARDS unrelated to SARS-CoV-2 and decreased right ventricular ejection fraction.
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Affiliation(s)
- Bruno Evrard
- Medical-Surgical ICU, Limoges University Hospital, Limoges, France
- Inserm CIC 1435, Limoges, France
- *Correspondence: Bruno Evrard,
| | | | - Marine Goudelin
- Medical-Surgical ICU, Limoges University Hospital, Limoges, France
- Inserm CIC 1435, Limoges, France
| | - Zoltán Tősér
- Argus Cognitive, Inc., Lebanon, NH, United States
| | - Béla Merkely
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Philippe Vignon
- Medical-Surgical ICU, Limoges University Hospital, Limoges, France
- Inserm CIC 1435, Limoges, France
| | - Attila Kovács
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
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15
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Kiss AR, Gregor Z, Popovics A, Grebur K, Szabó LE, Dohy Z, Kovács A, Lakatos BK, Merkely B, Vágó H, Szũcs A. Impact of Right Ventricular Trabeculation on Right Ventricular Function in Patients With Left Ventricular Non-compaction Phenotype. Front Cardiovasc Med 2022; 9:843952. [PMID: 35498016 PMCID: PMC9041027 DOI: 10.3389/fcvm.2022.843952] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Accepted: 02/22/2022] [Indexed: 12/01/2022] Open
Abstract
Right ventricular (RV) involvement in left ventricular (LV) non-compaction (LVNC) remains unknown. We aimed to describe the RV volumetric, functional, and strain characteristics and clinical features of patients with LVNC phenotype and good LV ejection fraction (EF) using cardiac magnetic resonance to characterize RV trabeculation in LVNC and to study the relationships of RV and LV trabeculation with RV volume and function. This retrospective study included 100 Caucasian patients with LVNC phenotype and good LV-EF and 100 age- and sex-matched healthy controls. Patients were further divided into two subgroups according to RV indexed trabecular mass [RV-TMi; patients with RV hypertrabeculation (RV-HT) vs. patients with normal RV trabeculation (RV-NT)]. We measured the LV and RV volumetric, functional, and TMi values using threshold-based postprocessing software and the RV and LV strain values using feature tracking and collected the patients' LVNC-related clinical features. Patients had higher RV volumes, lower RV-EF, and worse RV strain values than controls. A total of 22% of patients had RV-TMi values above the reference range; furthermore, RV-HT patients had higher RV and LV volumes, lower RV- and LV-EF, and worse RV strain values than RV-NT patients. We identified a strong positive correlation between RV- and LV-TMi and between RV-TMi and RV volumes and a significant inverse relationship of both RV- and LV-TMi with RV function. The prevalence of LVNC-related clinical features was similar in the RV-HT and RV-NT groups. These results suggest that some patients with LVNC phenotype might have RV non-compaction with subclinical RV dysfunction and without more severe clinical features.
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16
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Fabian A, Ujvari A, Tokodi M, Lakatos BK, Kiss O, Babity M, Zámodics M, Sydo N, Csulak E, Vágó H, Szabo L, Kiss AR, Szűcs A, Merkely B, Kovács A. BIVENTRICULAR MECHANICS OF THE ATHLETE'S HEART: COMPREHENSIVE CHARACTERIZATION USING 3D ECHOCARDIOGRAPHY. J Am Coll Cardiol 2022. [DOI: 10.1016/s0735-1097(22)02972-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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17
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Kitano T, Kovács A, Nabeshima Y, Tokodi M, Fábián A, Lakatos BK, Takeuchi M. Prognostic Value of Right Ventricular Strains Using Novel Three-Dimensional Analytical Software in Patients With Cardiac Disease. Front Cardiovasc Med 2022; 9:837584. [PMID: 35282348 PMCID: PMC8914046 DOI: 10.3389/fcvm.2022.837584] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Accepted: 02/03/2022] [Indexed: 11/13/2022] Open
Abstract
Background Right ventricular (RV) three-dimensional (3D) strains can be measured using novel 3D RV analytical software (ReVISION). Our objective was to investigate the prognostic value of RV 3D strains. Methods We retrospectively selected patients who underwent both 3D echocardiography (3DE) and cardiac magnetic resonance from January 2014 to October 2020. 3DE datasets were analyzed with 3D speckle tracking software and the ReVISION software. The primary end point was a composite of cardiac events, including cardiac death, heart failure hospitalization, or ventricular tachyarrhythmia. Results 341 patients were included in this analysis. During a median of 20 months of follow-up, 49 patients reached a composite of cardiac events. In univariate analysis, 3D RV ejection fraction (RVEF) and three 3D strain values [RV global circumferential strain (3D RVGCS), RV global longitudinal strain (3D RVGLS), and RV global area strain (3D RVGAS)] were significantly associated with cardiac death, ventricular tachyarrhythmia, or heart failure hospitalization (Hazard ratio: 0.88 to 0.93, p < 0.05). Multivariate analysis revealed that 3D RVEF, three 3D strain values were significantly associated with cardiac events after adjusting for age, chronic kidney disease, and left ventricular systolic/diastolic parameters. Kaplan-Meier survival curves showed that 3D RVEF of 45% and median values of 3D RVGCS, 3D RVGLS, and 3D RVGAS stratified a higher risk for survival rates. Classification and regression tree analysis, including 22 clinical and echocardiographic parameters, selected 3D RVEF (cut-off value: 34.5%) first, followed by diastolic blood pressure (cut-off value: 53 mmHg) and 3D RVGAS (cut-off value: 32.4%) for stratifying two high-risk group, one intermediate-risk group, and one low-risk group. Conclusions RV 3D strain had an equivalent prognostic value compared with 3D RVEF. Combining these parameters with 3D RVEF may allow more detailed stratification of patient's prognosis in a wide array of cardiac diseases.
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Affiliation(s)
- Tetsuji Kitano
- Department of Cardiology and Nephrology, Wakamatsu Hospital of the University of Occupational and Environmental Health, Kitakyushu, Japan
- *Correspondence: Tetsuji Kitano
| | - Attila Kovács
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Yosuke Nabeshima
- Second Department of Internal Medicine, School of Medicine, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Márton Tokodi
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Alexandra Fábián
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | | | - Masaaki Takeuchi
- Department of Laboratory and Transfusion Medicine, University of Occupational and Environmental Health Hospital, Kitakyushu, Japan
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18
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Fabian A, Ujvari A, Tokodi M, Lakatos BK, Eles Z, Kiss O, Babity M, Sydo N, Csulak E, Vago H, Szabo L, Kiss A, Szucs A, Merkely B, Kovacs A. Biventricular mechanical pattern of the athlete"s heart: comprehensive characterization using 3D echocardiography. Eur Heart J Cardiovasc Imaging 2022. [DOI: 10.1093/ehjci/jeab289.130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Funding Acknowledgements
Type of funding sources: None.
Regular, intense exercise results in complex morphological and functional cardiac remodeling, commonly referred to as the athlete"s heart. While left ventricular (LV) adaptation is thoroughly studied, data are scarce concerning the right ventricular (RV) mechanical changes and their continuum with exercise performance.
Accordingly, our aim was to characterize biventricular morphology and function and its relation to sex, age and sport classes in a large cohort of elite athletes using 3D echocardiography.
Four hundred and twenty-two elite, competitive athletes (male/female: 295/127, adult/adolescent: 207/215) from the 4 major sport classes (mixed type n = 293; endurance n = 88; power n = 33; skill n = 8) and healthy, sedentary volunteers (n = 55) were enrolled. 3D transthoracic echocardiographic datasets were acquired to quantify LV and RV end-diastolic volumes (EDVi), and ejection fractions (EF). In order to characterize biventricular mechanical parameters, LV and RV global longitudinal (GLS) and global circumferential strains (GCS) were measured using dedicated softwares. Additionally, all subjects underwent cardiopulmonary exercise testing in order to determine peak oxygen uptake (VO2/kg).
Athletes had significantly higher LV and RV EDVi compared with controls, whereas male athletes had larger volumes than female athletes, and adult athletes had also larger LV EDVi than adolescent athletes (all p < 0.05). However, RV EDVi was similar between the two age groups. Endurance athletes had significantly larger RV EDVi compared with the other sport classes (ANOVA p < 0.05).
Concerning biventricular functional parameters, athletes had significantly lower resting LV and RV EF (athletes vs. controls; LVEF: 57 ± 4 vs. 61 ± 5%; RVEF: 55 ± 5 vs. 59 ± 5%; p < 0.001) as well as LV GLS (-19.2 ± 2.3 vs. -21.2 ± 2.0%), LV GCS (-27.7 ± 3.0 vs. -31.0 ± 3.5%), and RV GCS (-20.9 ± 4.4 vs. -24.5 ± 4.5%; all p < 0.001) compared with controls. In contrast, RV GLS (-21.8 ± 3.4 vs. -22.2 ± 3.6%) did not differ between athletes and controls. The exercise-induced relative decrease in LV GLS (9.5 ± 10.7%) and LV GCS (10.7 ± 9.8%) was similar, however, the decrement in RV GCS (14.8 ± 17.8%) was disproportionately larger compared with RV GLS (1.7 ± 15.4%, p < 0.01) in the athlete population. By multivariable linear regression analysis among echocardiographic parameters using ordinary least squares, RVEDVi was found to be the strongest and independent predictor of VO2/kg, followed by RV GCS and LV EDVi.
Regular physical exercise results in significant and specific changes in LV and RV geometry and function. Resting LV mechanics of the athlete"s heart is characterized by a balanced decrement in GLS and GCS, however, in the RV the circumferential shortening decreases disproportionately compared with the longitudinal shortening. Moreover, this mechanical pattern is associated with better exercise capacity, which emphasizes the importance of the RV in determining athletic performance.
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Affiliation(s)
- A Fabian
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - A Ujvari
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - M Tokodi
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - BK Lakatos
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - Z Eles
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - O Kiss
- Semmelweis University, Department of Sports Medicine, Budapest, Hungary
| | - M Babity
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - N Sydo
- Semmelweis University, Department of Sports Medicine, Budapest, Hungary
| | - E Csulak
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - H Vago
- Semmelweis University, Department of Sports Medicine, Budapest, Hungary
| | - L Szabo
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - A Kiss
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - A Szucs
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - B Merkely
- Semmelweis University, Department of Sports Medicine, Budapest, Hungary
| | - A Kovacs
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
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19
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Lakatos BK, Tokodi M, Fábián A, Ladányi Z, Vágó H, Szabó L, Sydó N, Csulak E, Kiss O, Babity M, Kiss AR, Gregor Z, Szűcs A, Merkely B, Kovács A. Frequent Constriction-Like Echocardiographic Findings in Elite Athletes Following Mild COVID-19: A Propensity Score-Matched Analysis. Front Cardiovasc Med 2022; 8:760651. [PMID: 35071343 PMCID: PMC8767617 DOI: 10.3389/fcvm.2021.760651] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Accepted: 11/24/2021] [Indexed: 12/14/2022] Open
Abstract
Background: The cardiovascular effects of SARS-CoV-2 in elite athletes are still a matter of debate. Accordingly, we sought to perform a comprehensive echocardiographic characterization of post-COVID athletes by comparing them to a non-COVID athlete cohort. Methods: 107 elite athletes with COVID-19 were prospectively enrolled (P-CA; 23 ± 6 years, 23% female) 107 healthy athletes were selected as a control group using propensity score matching (N-CA). All athletes underwent 2D and 3D echocardiography. Left (LV) and right ventricular (RV) end-diastolic volumes (EDVi) and ejection fractions (EF) were quantified. To characterize LV longitudinal deformation, 2D global longitudinal strain (GLS) and the ratio of free wall vs. septal longitudinal strain (FWLS/SLS) were also measured. To describe septal flattening (SF-frequently seen in P-CA), LV eccentricity index (EI) was calculated. Results: P-CA and N-CA athletes had comparable LV and RVEDVi (P-CA vs. N-CA; 77 ± 12 vs. 78 ± 13mL/m2; 79 ± 16 vs. 80 ± 14mL/m2). P-CA had significantly higher LVEF (58 ± 4 vs. 56 ± 4%, p < 0.001), while LVGLS values did not differ between P-CA and N-CA (-19.0 ± 1.9 vs. -18.8 ± 2.2%). EI was significantly higher in P-CA (1.13 ± 0.16 vs. 1.01 ± 0.05, p < 0.001), which was attributable to a distinct subgroup of P-CA with a prominent SF (n = 35, 33%), further provoked by inspiration. In this subgroup, the EI was markedly higher compared to the rest of the P-CA (1.29 ± 0.15 vs. 1.04 ± 0.08, p < 0.001), LVEDVi was also significantly higher (80 ± 14 vs. 75 ± 11 mL/m2, p < 0.001), while RVEDVi did not differ (82 ± 16 vs. 78 ± 15mL/m2). Moreover, the FWLS/SLS ratio was significantly lower in the SF subgroup (91.7 ± 8.6 vs. 97.3 ± 8.2, p < 0.01). P-CA with SF experienced symptoms less frequently (1.4 ± 1.3 vs. 2.1 ± 1.5 symptom during the infection, p = 0.01). Conclusions: Elite athletes following COVID-19 showed distinct morphological and functional cardiac changes compared to a propensity score-matched control athlete group. These results are mainly driven by a subgroup, which presented with some echocardiographic features characteristic of constrictive pericarditis.
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Affiliation(s)
| | - Márton Tokodi
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Alexandra Fábián
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | | | - Hajnalka Vágó
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary.,Department of Sports Medicine, Semmelweis University, Budapest, Hungary
| | - Liliána Szabó
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Nóra Sydó
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary.,Department of Sports Medicine, Semmelweis University, Budapest, Hungary
| | - Emese Csulak
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Orsolya Kiss
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary.,Department of Sports Medicine, Semmelweis University, Budapest, Hungary
| | - Máté Babity
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Anna Réka Kiss
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Zsófia Gregor
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Andrea Szűcs
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Béla Merkely
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary.,Department of Sports Medicine, Semmelweis University, Budapest, Hungary
| | - Attila Kovács
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
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20
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Surkova E, Kovács A, Lakatos BK, Tokodi M, Fábián A, West C, Senior R, Li W. Contraction patterns of the systemic right ventricle: a three-dimensional echocardiography study. Eur Heart J Cardiovasc Imaging 2021; 23:1654-1662. [PMID: 34928339 DOI: 10.1093/ehjci/jeab272] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Accepted: 12/06/2021] [Indexed: 02/05/2023] Open
Abstract
AIMS To investigate contraction patterns of the systemic right ventricle (SRV) in patients with transposition of great arteries (TGA) post-atrial switch operation and with congenitally corrected transposition of great arteries (ccTGA). METHODS AND RESULTS Right ventricular (RV) volumes and ejection fraction (EF) were measured by three-dimensional echocardiography in 38 patients with the SRV (24 TGA and 14 ccTGA; mean age 45 ± 12 years, 63% male), and in 38 healthy volunteers. The RV contraction was decomposed along the longitudinal, radial, and anteroposterior directions providing longitudinal, radial, and anteroposterior EF (LEF, REF, and AEF, respectively) and their contributions to total right ventricular ejection fraction (LEFi, REFi, and AEFi, respectvely). SRV was significantly larger with lower systolic function compared with healthy controls. SRV EF and four-chamber longitudinal strain strongly correlated with B-type natriuretic peptide (BNP) level (Rho -0.73, P < 0.0001 and 0.70, P < 0.0001, respectively). In patients with TGA, anteroposterior component was significantly higher than longitudinal and radial components (AEF 17 ± 4.5% vs. REF 13 ± 4.9% vs. LEF 10 ± 3.3%, P < 0.0001; AEFi 0.48 ± 0.09 vs. REFi 0.38 ± 0.1 vs. LEFi 0.29 ± 0.08, P < 0.0001). In patients with ccTGA, there was no significant difference between three SRV components. AEFi was significantly higher in TGA subgroup compared with ccTGA (0.48 ± 0.09 vs. 0.36 ± 0.08, P = 0.0002). CONCLUSION Contraction patterns of the SRV are different in TGA and ccTGA. Anteroposterior component is dominant in TGA providing compensation for impaired longitudinal and radial components, while in ccTGA all components contribute equally to the total EF. SRV EF and longitudinal strain demonstrate strong correlation with BNP level and should be a part of routine echocardiographic assessment of the SRV.
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Affiliation(s)
- Elena Surkova
- Department of Echocardiography, Royal Brompton Hospital, Part of Guy's and St Thomas' NHS Foundation Trust, Sydney Street, Chelsea, London SW3 6NP, UK
| | - Attila Kovács
- Echocardiography Core Laboratory, Heart and Vascular Center, Semmelweis University, 68, Varosmajor Str., Budapest H-1122, Hungary
| | - Bálint Károly Lakatos
- Echocardiography Core Laboratory, Heart and Vascular Center, Semmelweis University, 68, Varosmajor Str., Budapest H-1122, Hungary
| | - Márton Tokodi
- Echocardiography Core Laboratory, Heart and Vascular Center, Semmelweis University, 68, Varosmajor Str., Budapest H-1122, Hungary
| | - Alexandra Fábián
- Echocardiography Core Laboratory, Heart and Vascular Center, Semmelweis University, 68, Varosmajor Str., Budapest H-1122, Hungary
| | - Cathy West
- Department of Echocardiography, Royal Brompton Hospital, Part of Guy's and St Thomas' NHS Foundation Trust, Sydney Street, Chelsea, London SW3 6NP, UK
| | - Roxy Senior
- Department of Echocardiography, Royal Brompton Hospital, Part of Guy's and St Thomas' NHS Foundation Trust, Sydney Street, Chelsea, London SW3 6NP, UK.,National Heart Lung Institute, Imperial College of London, Guy Scadding Building, Dovehouse St, Chelsea, London SW3 6LY, UK
| | - Wei Li
- Department of Echocardiography, Royal Brompton Hospital, Part of Guy's and St Thomas' NHS Foundation Trust, Sydney Street, Chelsea, London SW3 6NP, UK.,National Heart Lung Institute, Imperial College of London, Guy Scadding Building, Dovehouse St, Chelsea, London SW3 6LY, UK
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21
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Szabó L, Juhász V, Dohy Z, Fogarasi C, Kovács A, Lakatos BK, Kiss O, Sydó N, Csulak E, Suhai FI, Hirschberg K, Becker D, Merkely B, Vágó H. Is cardiac involvement prevalent in highly trained athletes after SARS-CoV-2 infection? A cardiac magnetic resonance study using sex-matched and age-matched controls. Br J Sports Med 2021; 56:553-560. [PMID: 34848398 PMCID: PMC8637606 DOI: 10.1136/bjsports-2021-104576] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/10/2021] [Indexed: 11/15/2022]
Abstract
Objectives To investigate the cardiovascular consequences of SARS-CoV-2 infection in highly trained, otherwise healthy athletes using cardiac magnetic resonance (CMR) imaging and to compare our results with sex-matched and age-matched athletes and less active controls. Methods SARS-CoV-2 infection was diagnosed by PCR on swab tests or serum immunoglobulin G antibody tests prior to a comprehensive CMR examination. The CMR protocol contained sequences to assess structural, functional and tissue-specific data. Results One hundred forty-seven athletes (94 male, median 23, IQR 20–28 years) after SARS-CoV-2 infection were included. Overall, 4.7% (n=7) of the athletes had alterations in their CMR as follows: late gadolinium enhancement (LGE) showing a non-ischaemic pattern with or without T2 elevation (n=3), slightly elevated native T1 values with or without elevated T2 values without pathological LGE (n=3) and pericardial involvement (n=1). Only two (1.4%) athletes presented with definite signs of myocarditis. We found pronounced sport adaptation in both athletes after SARS-CoV-2 infection and athlete controls. There was no difference between CMR parameters, including native T1 and T2 mapping, between athletes after SARS-CoV-2 infection and the matched athletic groups. Comparing athletes with different symptom severities showed that athletes with moderate symptoms had slightly greater T1 values than athletes with asymptomatic and mildly symptomatic infections (p<0.05). However, T1 mapping values remained below the cut-off point for most patients. Conclusion Among 147 highly trained athletes after SARS-CoV-2 infection, cardiac involvement on CMR showed a modest frequency (4.7%), with definite signs of myocarditis present in only 1.4%. Comparing athletes after SARS-CoV-2 infection and healthy sex-matched and age-matched athletes showed no difference between CMR parameters, including native T1 and T2 values.
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Affiliation(s)
- Liliána Szabó
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Vencel Juhász
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Zsófia Dohy
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Csenge Fogarasi
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Attila Kovács
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | | | - Orsolya Kiss
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary.,Department of Sports Medicine, Semmelweis University, Budapest, Hungary
| | - Nóra Sydó
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary.,Department of Sports Medicine, Semmelweis University, Budapest, Hungary
| | - Emese Csulak
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | | | | | - Dávid Becker
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Béla Merkely
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary.,Department of Sports Medicine, Semmelweis University, Budapest, Hungary
| | - Hajnalka Vágó
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary .,Department of Sports Medicine, Semmelweis University, Budapest, Hungary
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22
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Fabian A, Lakatos BK, Tokodi M, Kiss A, Sydo N, Csulak E, Babity M, Szucs A, Kiss O, Merkely B, Kovacs A. Differences in mitral and tricuspid annular geometry in elite athletes with versus without functional mitral regurgitation: a 3D echocardiographic study. Eur Heart J 2021. [DOI: 10.1093/eurheartj/ehab724.2710] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Intense exercise exposes the heart to significant hemodynamic demands, resulting in adaptive changes in cardiac morphology and function. Nevertheless, the athletic adaptation of the atrioventricular valves remains to be elucidated. Our study aimed to characterize the geometry of mitral (MA) and tricuspid (TA) annuli in elite athletes using 3D echocardiography.
Thirty-four athletes presented with functional mitral regurgitation (FMR) were retrospectively identified and compared to 34 athletes without MR, and 34 healthy, sedentary volunteers. 3DE datasets were used to quantify MA and TA geometry and leaflet tenting by dedicated softwares.
MA and TA areas, as well as tenting volumes, were higher in athletes compared to controls. MA area was significantly higher in athletes with MR compared to those without (8.2±1.0 vs. 7.2±1.0 cm2/m2, p<0.05, Figure 1). Interestingly, athletes with MR also presented with a significantly higher TA area (7.2±1.1 vs. 6.5±1.1 cm2/m2, p<0.05, Figure 2). Non-planar angle describing the MA's saddle shape was less obtuse in athletes without MR, whereas the values of athletes with MR were comparable to controls (Figure 1). The exercise-induced relative increases in left ventricular (35±25%) and left atrial (40±29%) volumes were similar; however, the increment in the MA area was disproportionately higher (63±23%, overall p<0.001). The relative increase in TA area (40±23%) was also higher compared to the increment in right ventricular volume (34±25%, p<0.05).
Atrioventricular annuli undergo a disproportionate remodeling in response to regular exercise. Athletic adaptation is characterized by both annular enlargement and increased leaflet tenting of both valves. There are differences in MA geometry in athletes presented with versus without FMR.
Funding Acknowledgement
Type of funding sources: Public grant(s) – National budget only. Main funding source(s): National Research, Development and Innovation Office of Hungary (NKFIA; NVKP_16-1-2016-0017 National Heart Program). The research was partly financed by the Thematic Excellence Programme (Tématerületi Kiválόsági Program, 2020-4.1.1.-TKP2020) of the Ministry for Innovation and Technology in Hungary, within the framework of the Therapeutic Development and Bioimaging programmes of the Semmelweis University. Figure 1Figure 2
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Affiliation(s)
- A Fabian
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - B K Lakatos
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - M Tokodi
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - A Kiss
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - N Sydo
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - E Csulak
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - M Babity
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - A Szucs
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - O Kiss
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - B Merkely
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - A Kovacs
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
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23
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Lakatos BK, Tokodi M, Fabian A, Ladanyi Z, Eles Z, Juhasz V, Vago H, Sydo N, Csulak E, Kiss AR, Horvath M, Gregor Z, Kiss O, Merkely B, Kovacs A. Frequent constriction-like echocardiographic findings in elite athletes following mild COVID-19: in the grasp of SARS-CoV-2? Eur Heart J 2021. [PMCID: PMC8767578 DOI: 10.1093/eurheartj/ehab724.2715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
The COVID-19 pandemic had a major impact on the sports community as well. Despite the vast majority of athletes experiencing mild symptoms, potential cardiac involvement and complications have to be explored to support a safe return to play. Accordingly, we were aimed at a comprehensive echocardiographic characterization of post-COVID athletes (P-CA) by comparing them to a propensity-matched healthy, non-COVID athlete (N-CA) cohort. One hundred and seven elite athletes with COVID-19 were prospectively enrolled after an appropriate quarantine period and formed the P-CA group (23±6 years, 23% female). From our retrospective database comprising 425 elite athletes, 107 age-, gender-, body surface area-, and weekly training hours-matched subjects were selected as a reference group using propensity score matching (N-CA group). All athletes underwent a comprehensive clinical investigation protocol comprising 2D and 3D echocardiography. Left (LV) and right ventricular (RV) end-diastolic volumes (EDVi) and ejection fractions (EF) were quantified using dedicated softwares. To characterize LV longitudinal deformation, 2D global longitudinal strain (GLS) and the ratio of free wall versus septal longitudinal strain (FWLS/SLS) were also calculated. In order to describe septal flattening (SF – frequently seen in P-CA), LV eccentricity index (EI) was measured. P-CA and N-CA athletes had comparable LV and RV EDVi (P-CA vs N-CA; 77±12 vs 78±13mL/m2; 79±16 vs 80±14mL/m2, respectively). P-CA group had significantly higher LV EF (58±4 vs 56±4%, p<0.001) and GLS (−18.2±1.8 vs −17.6±2.2%, p<0.05). Eccentricity index was significantly lower in P-CA (0.89±0.10 vs 0.99±0.04, p<0.001), which was attributable to a distinct subgroup of P-CA athletes with a prominent SF (n=34, 32%), further provoked by inspiration. In this subgroup, the eccentricity index was markedly lower compared to the rest of the P-CA group (0.79±0.07 vs 0.95±0.07, p<0.001). In the SF subgroup, LV EDVi was significantly higher (80±14 vs 75±11 mL/m2, p<0.001), while RV EDVi did not differ (82±16 vs 78±15mL/m2). Moreover, the FWLS/SLS ratio was significantly lower in the SF subgroup (0.92±0.09 vs 0.97±0.08, p<0.01). Interestingly, P-CA athletes with SF experienced fatigue (17 vs 34%, p<0.05) or chest pain (0 vs 15%, p=N/A) less frequently during the course of the infection; however, the presence of a mild pericardial effusion was more common (41 vs 12%, p<0.01). Elite athletes following COVID-19 showed distinct morphological and functional cardiac changes compared to a propensity score-matched control athlete group. These results are mainly driven by a subgroup, which presented with some echocardiographic features characteristic of constrictive pericarditis (septal flattening, lower FWLS/SLS ratio, pericardial effusion). Follow-up of athletes and further, higher case number studies are warranted to determine the clinical significance and potential effects on exercise capacity of these findings. Funding Acknowledgement Type of funding sources: None.
Post-Covid athlete with SF ![]()
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Affiliation(s)
- B K Lakatos
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - M Tokodi
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - A Fabian
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - Z Ladanyi
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - Z Eles
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - V Juhasz
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - H Vago
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - N Sydo
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - E Csulak
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - A R Kiss
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - M Horvath
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - Z Gregor
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - O Kiss
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - B Merkely
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - A Kovacs
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
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24
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Surkova E, Kovács A, Tokodi M, Lakatos BK, Merkely B, Muraru D, Ruocco A, Parati G, Badano LP. Contraction Patterns of the Right Ventricle Associated with Different Degrees of Left Ventricular Systolic Dysfunction. Circ Cardiovasc Imaging 2021; 14:e012774. [PMID: 34587749 PMCID: PMC8522626 DOI: 10.1161/circimaging.121.012774] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Supplemental Digital Content is available in the text. Background: The functional adaptation of the right ventricle (RV) to the different degrees of left ventricular (LV) dysfunction remains to be clarified. We sought to (1) assess the changes in RV contraction pattern associated with the reduction of LV ejection fraction (EF) and (2) analyze whether the assessment of RV longitudinal, radial, and anteroposterior motion components of total RVEF adds prognostic value. Methods: Consecutive patients with left-sided heart disease who underwent clinically indicated transthoracic echocardiography were enrolled in a single-center prospective observational study. Adverse outcome was defined as heart failure hospitalization or cardiac death. Cross-sectional analysis using the baseline 3-dimensional echocardiography studies was performed to quantify the relative contribution of the longitudinal, radial, and anteroposterior motion components to total RVEF. Results: We studied 292 patients and followed them for 6.7±2.2 years. In patients with mildly and moderately reduced LVEF, the longitudinal and the anteroposterior components of RVEF decreased significantly, while the radial component increased resulting in preserved total RVEF (RVEF: 50% [46%–54%] versus 47% [44%–52%] versus 46% [42%–49%] in patients with no, mild, or moderate LV dysfunction, respectively; data presented as median and interquartile range). In patients with severe LV systolic dysfunction (n=34), a reduction in all 3 RV motion components led to a significant drop in RVEF (30% [25%-39%], P<0.001). In patients with normal RVEF (>45%), the anteroposterior component of total RVEF was a significant and independent predictor of outcome (hazard ratio, 0.960 [CI, 0.925–0.997], P<0.001). Conclusions: In patients with left-sided heart disease, there is a significant remodeling of the RV associated with preservation of the RVEF in patients with mild or moderate LV dysfunction. In patients with normal RVEF, the measurement of the anteroposterior component of RV motion provided independent prognostic value.
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Affiliation(s)
- Elena Surkova
- Cardiac Division, Department of Echocardiography, Royal Brompton Hospital, Part of Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom (E.S.)
| | - Attila Kovács
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary (A.K., M.T., B.K.L., B.M.)
| | - Márton Tokodi
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary (A.K., M.T., B.K.L., B.M.)
| | - Bálint Károly Lakatos
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary (A.K., M.T., B.K.L., B.M.)
| | - Béla Merkely
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary (A.K., M.T., B.K.L., B.M.)
| | - Denisa Muraru
- Department of Cardiac, Neurological and Metabolic Sciences, Instituto Auxologico Italiano, IRCCS, San Luca Hospital, Milan, Italy (D.M., G.P., L.P.B.).,Department of Medicine and Surgery, University Milano-Bicocca, Milan, Italy (D.M., G.P., L.P.B.)
| | - Alessandro Ruocco
- Department of Cardiac, Thoracic, Vascular Sciences, and Public Health, University of Padua, Padova, Italy (A.R.)
| | - Gianfranco Parati
- Department of Cardiac, Neurological and Metabolic Sciences, Instituto Auxologico Italiano, IRCCS, San Luca Hospital, Milan, Italy (D.M., G.P., L.P.B.).,Department of Medicine and Surgery, University Milano-Bicocca, Milan, Italy (D.M., G.P., L.P.B.)
| | - Luigi P Badano
- Department of Cardiac, Neurological and Metabolic Sciences, Instituto Auxologico Italiano, IRCCS, San Luca Hospital, Milan, Italy (D.M., G.P., L.P.B.).,Department of Medicine and Surgery, University Milano-Bicocca, Milan, Italy (D.M., G.P., L.P.B.)
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25
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Tokodi M, Oláh A, Fábián A, Lakatos BK, Hizoh I, Ruppert M, Sayour AA, Barta BA, Kiss O, Sydó N, Csulak E, Ladányi Z, Merkely B, Kovács A, Radovits T. Novel insights into the athlete's heart: is myocardial work the new champion of systolic function? Eur Heart J Cardiovasc Imaging 2021; 23:188-197. [PMID: 34432004 PMCID: PMC8788018 DOI: 10.1093/ehjci/jeab162] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Indexed: 01/09/2023] Open
Abstract
Aims We sought to investigate the correlation between speckle-tracking echocardiography (STE)-derived myocardial work (MW) and invasively measured contractility in a rat model of athlete's heart. We also assessed MW in elite athletes and explored its association with cardiopulmonary exercise test (CPET)-derived aerobic capacity. Methods and results Sixteen rats underwent a 12-week swim training program and were compared to controls (n = 16). STE was performed to assess global longitudinal strain (GLS), which was followed by invasive pressure-volume analysis to measure contractility [slope of end-systolic pressure–volume relationship (ESPVR)]. Global MW index (GMWI) was calculated from GLS curves and left ventricular (LV) pressure recordings. In the human investigations, 20 elite swimmers and 20 healthy sedentary controls were enrolled. GMWI was calculated through the simultaneous evaluation of GLS and non-invasively approximated LV pressure curves at rest. All subjects underwent CPET to determine peak oxygen uptake (VO2/kg). Exercised rats exhibited higher values of GLS, GMWI, and ESPVR than controls (−20.9 ± 1.7 vs. −17.6 ± 1.9%, 2745 ± 280 vs. 2119 ± 272 mmHg·%, 3.72 ± 0.72 vs. 2.61 ± 0.40 mmHg/μL, all PExercise < 0.001). GMWI correlated robustly with ESPVR (r = 0.764, P < 0.001). In humans, regular exercise training was associated with decreased GLS (−17.6 ± 1.5 vs. −18.8 ± 0.9%, PExercise = 0.002) but increased values of GMWI at rest (1899 ± 136 vs. 1755 ± 234 mmHg·%, PExercise = 0.025). GMWI exhibited a positive correlation with VO2/kg (r = 0.527, P < 0.001). Conclusions GMWI precisely reflected LV contractility in a rat model of exercise-induced LV hypertrophy and captured the supernormal systolic performance in human athletes even at rest. Our findings endorse the utilization of MW analysis in the evaluation of the athlete’s heart.
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Affiliation(s)
- Márton Tokodi
- Heart and Vascular Center, Semmelweis University, 68 Városmajor Street, Budapest 1122, Hungary
| | - Attila Oláh
- Heart and Vascular Center, Semmelweis University, 68 Városmajor Street, Budapest 1122, Hungary
| | - Alexandra Fábián
- Heart and Vascular Center, Semmelweis University, 68 Városmajor Street, Budapest 1122, Hungary
| | - Bálint Károly Lakatos
- Heart and Vascular Center, Semmelweis University, 68 Városmajor Street, Budapest 1122, Hungary
| | - István Hizoh
- Heart and Vascular Center, Semmelweis University, 68 Városmajor Street, Budapest 1122, Hungary
| | - Mihály Ruppert
- Heart and Vascular Center, Semmelweis University, 68 Városmajor Street, Budapest 1122, Hungary
| | - Alex Ali Sayour
- Heart and Vascular Center, Semmelweis University, 68 Városmajor Street, Budapest 1122, Hungary
| | - Bálint András Barta
- Heart and Vascular Center, Semmelweis University, 68 Városmajor Street, Budapest 1122, Hungary
| | - Orsolya Kiss
- Heart and Vascular Center, Semmelweis University, 68 Városmajor Street, Budapest 1122, Hungary
| | - Nóra Sydó
- Heart and Vascular Center, Semmelweis University, 68 Városmajor Street, Budapest 1122, Hungary
| | - Emese Csulak
- Heart and Vascular Center, Semmelweis University, 68 Városmajor Street, Budapest 1122, Hungary
| | - Zsuzsanna Ladányi
- Heart and Vascular Center, Semmelweis University, 68 Városmajor Street, Budapest 1122, Hungary
| | - Béla Merkely
- Heart and Vascular Center, Semmelweis University, 68 Városmajor Street, Budapest 1122, Hungary
| | - Attila Kovács
- Heart and Vascular Center, Semmelweis University, 68 Városmajor Street, Budapest 1122, Hungary
| | - Tamás Radovits
- Heart and Vascular Center, Semmelweis University, 68 Városmajor Street, Budapest 1122, Hungary
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Surkova E, Kovács A, Lakatos BK, Li W. Anteroposterior Contraction of the Systemic Right Ventricle: Underrecognized Component of the Global Systolic Function. JACC Case Rep 2021; 3:728-730. [PMID: 34317614 PMCID: PMC8311147 DOI: 10.1016/j.jaccas.2021.02.029] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Revised: 02/02/2021] [Accepted: 02/26/2021] [Indexed: 12/29/2022]
Abstract
Accurate echocardiographic evaluation of the systemic right ventricle is challenging because of its specific morphology and contraction patterns. We present a detailed multimodality assessment of the systemic right ventricle, analyze the relative contribution of the longitudinal, radial, and anteroposterior components of systolic function, and identify reasons for a potential discrepancy among imaging modalities. (Level of Difficulty: Intermediate.).
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Affiliation(s)
- Elena Surkova
- Royal Brompton and Harefield NHS Foundation Trust, Royal Brompton Hospital, London, United Kingdom
| | - Attila Kovács
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | | | - Wei Li
- Royal Brompton and Harefield NHS Foundation Trust, Royal Brompton Hospital, London, United Kingdom.,National Heart Lung Institute, Imperial College of London, London, United Kingdom
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Lakatos BK, Ruppert M, Tokodi M, Oláh A, Braun S, Karime C, Ladányi Z, Sayour AA, Barta BA, Merkely B, Radovits T, Kovács A. Myocardial work index: a marker of left ventricular contractility in pressure- or volume overload-induced heart failure. ESC Heart Fail 2021; 8:2220-2231. [PMID: 33754487 PMCID: PMC8120402 DOI: 10.1002/ehf2.13314] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Revised: 02/15/2021] [Accepted: 03/02/2021] [Indexed: 12/11/2022] Open
Abstract
Aims While global longitudinal strain (GLS) is considered to be a sensitive marker of left ventricular (LV) function, it is significantly influenced by loading conditions. We hypothesized that global myocardial work index (GMWI), a novel marker of LV function, may show better correlation with load‐independent markers of LV contractility in rat models of pressure‐induced or volume overload‐induced heart failure. Methods and results Male Wistar rats underwent either transverse aortic constriction (TAC; n = 12) or aortocaval fistula creation (ACF; n = 12), inducing LV pressure or volume overload, respectively. Sham procedures were performed to establish control groups (n = 12/12). Echocardiographic loops were obtained to determine GLS and GMWI. Pressure‐volume analysis with transient occlusion of the inferior caval vein was carried out to calculate preload recruitable stroke work (PRSW), a load‐independent ‘gold‐standard’ parameter of LV contractility. Myocardial samples were collected to assess interstitial and perivascular fibrosis area and also myocardial atrial‐type natriuretic peptide (ANP) and brain‐type natriuretic peptide (BNP) relative mRNA expression. Compared with controls, GLS was substantially lower in the TAC group (−7.0 ± 2.8 vs. −14.5 ± 2.5%; P < 0.001) and was only mildly reduced in the ACF group (−13.2 ± 2.4 vs. −15.4 ± 2.0%, P < 0.05). In contrast with these findings, PRSW and GMWI were comparable with sham in TAC (110 ± 26 vs. 116 ± 68 mmHg; 1687 ± 275 mmHg% vs. 1537 ± 662 mmHg%; both P = NS), while it was found to be significantly reduced in ACF (58 ± 14 vs. 111 ± 40 mmHg; 1328 ± 411 vs. 1934 ± 308 mmHg%, both P < 0.01). In the pooled population, GMWI (r = 0.70; P < 0.001) but not GLS (r = −0.23; P = 0.12) showed a strong correlation with PRSW. GLS correlated with interstitial (r = 0.61; P < 0.001) and perivascular fibrosis area (r = 0.54; P < 0.001), and also with myocardial ANP (r = 0.85; P < 0.001) and BNP relative mRNA expression (r = 0.75; P < 0.001), while GMWI demonstrated no or only marginal correlation with these parameters. Conclusions Being significantly influenced by loading conditions, GLS may not be a reliable marker of LV contractility in heart failure induced by pressure or volume overload. GMWI better reflects contractility in haemodynamic overload states, making it a more robust marker of systolic function, while GLS should be considered as an integrative marker, incorporating systolic function, haemodynamic loading state, and adverse tissue remodelling of the LV.
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Affiliation(s)
- Bálint Károly Lakatos
- Heart and Vascular Center, Semmelweis University, Városmajor St. 68, Budapest, H-1122, Hungary
| | - Mihály Ruppert
- Heart and Vascular Center, Semmelweis University, Városmajor St. 68, Budapest, H-1122, Hungary
| | - Márton Tokodi
- Heart and Vascular Center, Semmelweis University, Városmajor St. 68, Budapest, H-1122, Hungary
| | - Attila Oláh
- Heart and Vascular Center, Semmelweis University, Városmajor St. 68, Budapest, H-1122, Hungary
| | - Szilveszter Braun
- Heart and Vascular Center, Semmelweis University, Városmajor St. 68, Budapest, H-1122, Hungary
| | - Christian Karime
- Heart and Vascular Center, Semmelweis University, Városmajor St. 68, Budapest, H-1122, Hungary
| | - Zsuzsanna Ladányi
- Heart and Vascular Center, Semmelweis University, Városmajor St. 68, Budapest, H-1122, Hungary
| | - Alex Ali Sayour
- Heart and Vascular Center, Semmelweis University, Városmajor St. 68, Budapest, H-1122, Hungary
| | - Bálint András Barta
- Heart and Vascular Center, Semmelweis University, Városmajor St. 68, Budapest, H-1122, Hungary
| | - Béla Merkely
- Heart and Vascular Center, Semmelweis University, Városmajor St. 68, Budapest, H-1122, Hungary
| | - Tamás Radovits
- Heart and Vascular Center, Semmelweis University, Városmajor St. 68, Budapest, H-1122, Hungary
| | - Attila Kovács
- Heart and Vascular Center, Semmelweis University, Városmajor St. 68, Budapest, H-1122, Hungary
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Fábián A, Lakatos BK, Tokodi M, Kiss AR, Sydó N, Csulak E, Kispál E, Babity M, Szűcs A, Kiss O, Merkely B, Kovács A. Geometrical remodeling of the mitral and tricuspid annuli in response to exercise training: a 3-D echocardiographic study in elite athletes. Am J Physiol Heart Circ Physiol 2021; 320:H1774-H1785. [PMID: 33666507 DOI: 10.1152/ajpheart.00877.2020] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Intense exercise exposes the heart to significant hemodynamic demands, resulting in adaptive changes in cardiac morphology and function. Nevertheless, the athletic adaptation of the atrioventricular valves remains to be elucidated. Our study aimed to characterize the geometry of mitral (MA) and tricuspid (TA) annuli in elite athletes using 3-D echocardiography. Thirty-four athletes presented with functional mitral regurgitation (FMR) were retrospectively identified and compared with 34 athletes without mitral regurgitation (MR) and 34 healthy, sedentary volunteers. 3-D echocardiographic datasets were used to quantify MA and TA geometry and leaflet tenting by dedicated softwares. MA and TA areas, as well as tenting volumes, were higher in athletes compared with controls. MA area was significantly higher in athletes with MR compared with those without (8.2 ± 1.0 vs. 7.2 ± 1.0 cm2/m2, P < 0.05). Interestingly, athletes with MR also presented with a significantly higher TA area (7.2 ± 1.1 vs. 6.5 ± 1.1 cm2/m2, P < 0.05). Nonplanar angle describing the MA's saddle shape was less obtuse in athletes without MR, whereas the values of athletes with MR were comparable with controls. The exercise-induced relative increases in left ventricular (35 ± 25%) and left atrial (40 ± 29%) volumes were similar; however, the increment in the MA area was disproportionately higher (63 ± 23%, overall P < 0.001). The relative increase in TA area (40 ± 23%) was also higher compared with the increment in right ventricular volume (34 ± 25%, P < 0.05). Atrioventricular annuli undergo a disproportionate remodeling in response to regular exercise. Athletic adaptation is characterized by both annular enlargement and increased leaflet tenting of both valves. There are differences in MA geometry in athletes presented with versus without FMR.NEW & NOTEWORTHY We have characterized the annular geometry of mitral and tricuspid valves in elite athletes using 3-D echocardiography. We have found that exercise-induced remodeling of the atrioventricular annuli comprises a disproportionate dilation of annular dimensions and increased leaflet tenting of both valves. Moreover, we have demonstrated a more pronounced saddle shape of the mitral annulus in athletes without mitral regurgitation, which was not present in those who had mild regurgitation.
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Affiliation(s)
- Alexandra Fábián
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | | | - Márton Tokodi
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - Anna Réka Kiss
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - Nóra Sydó
- Semmelweis University Heart and Vascular Center, Budapest, Hungary.,Department of Sports Medicine, Semmelweis University, Budapest, Hungary
| | - Emese Csulak
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - Erika Kispál
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - Máté Babity
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - Andrea Szűcs
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - Orsolya Kiss
- Semmelweis University Heart and Vascular Center, Budapest, Hungary.,Department of Sports Medicine, Semmelweis University, Budapest, Hungary
| | - Béla Merkely
- Semmelweis University Heart and Vascular Center, Budapest, Hungary.,Department of Sports Medicine, Semmelweis University, Budapest, Hungary
| | - Attila Kovács
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
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Tokodi M, Staub L, Budai Á, Lakatos BK, Csákvári M, Suhai FI, Szabó L, Fábián A, Vágó H, Tősér Z, Merkely B, Kovács A. Partitioning the Right Ventricle Into 15 Segments and Decomposing Its Motion Using 3D Echocardiography-Based Models: The Updated ReVISION Method. Front Cardiovasc Med 2021; 8:622118. [PMID: 33763458 PMCID: PMC7982839 DOI: 10.3389/fcvm.2021.622118] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Accepted: 01/08/2021] [Indexed: 12/30/2022] Open
Abstract
Three main mechanisms contribute to global right ventricular (RV) function: longitudinal shortening, radial displacement of the RV free wall (bellows effect), and anteroposterior shortening (as a consequence of left ventricular contraction). Since the importance of these mechanisms may vary in different cardiac conditions, a technology being able to assess their relative influence on the global RV pump function could help to clarify the pathophysiology and the mechanical adaptation of the chamber. Previously, we have introduced our 3D echocardiography (3DE)-based solution-the Right VentrIcular Separate wall motIon quantificatiON (ReVISION) method-for the quantification of the relative contribution of the three aforementioned mechanisms to global RV ejection fraction (EF). Since then, our approach has been applied in several clinical scenarios, and its strengths have been demonstrated in the in-depth characterization of RV mechanical pattern and the prognostication of patients even in the face of maintained RV EF. Recently, various new features have been implemented in our software solution to enable the convenient, standardized, and more comprehensive analysis of RV function. Accordingly, in our current technical paper, we aim to provide a detailed description of the latest version of the ReVISION method with special regards to the volumetric partitioning of the RV and the calculation of longitudinal, circumferential, and area strains using 3DE datasets. We also report the results of the comparison between 3DE- and cardiac magnetic resonance imaging-derived RV parameters, where we found a robust agreement in our advanced 3D metrics between the two modalities. In conclusion, the ReVISION method may provide novel insights into global and also segmental RV function by defining parameters that are potentially more sensitive and predictive compared to conventional echocardiographic measurements in the context of different cardiac diseases.
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Affiliation(s)
- Márton Tokodi
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | | | - Ádám Budai
- Department of Automation and Applied Informatics, Budapest University of Technology and Economics, Budapest, Hungary
| | | | | | | | - Liliána Szabó
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Alexandra Fábián
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Hajnalka Vágó
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Zoltán Tősér
- Argus Cognitive, Inc., Lebanon, NH, United States
| | - Béla Merkely
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Attila Kovács
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
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30
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Tokodi M, Behon A, Merkel ED, Kovács A, Tősér Z, Sárkány A, Csákvári M, Lakatos BK, Schwertner WR, Kosztin A, Merkely B. Sex-Specific Patterns of Mortality Predictors Among Patients Undergoing Cardiac Resynchronization Therapy: A Machine Learning Approach. Front Cardiovasc Med 2021; 8:611055. [PMID: 33718444 PMCID: PMC7947699 DOI: 10.3389/fcvm.2021.611055] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Accepted: 01/27/2021] [Indexed: 12/31/2022] Open
Abstract
Background: The relative importance of variables explaining sex-related differences in outcomes is scarcely explored in patients undergoing cardiac resynchronization therapy (CRT). We sought to implement and evaluate machine learning (ML) algorithms for the prediction of 1- and 3-year all-cause mortality in CRT patients. We also aimed to assess the sex-specific differences in predictors of mortality utilizing ML. Methods: Using a retrospective registry of 2,191 CRT patients, ML models were implemented in 6 partially overlapping patient subsets (all patients, females, or males with 1- or 3-year follow-up). Each cohort was randomly split into training (80%) and test sets (20%). After hyperparameter tuning in the training sets, the best performing algorithm was evaluated in the test sets. Model discrimination was quantified using the area under the receiver-operating characteristic curves (AUC). The most important predictors were identified using the permutation feature importances method. Results: Conditional inference random forest exhibited the best performance with AUCs of 0.728 (0.645-0.802) and 0.732 (0.681-0.784) for the prediction of 1- and 3-year mortality, respectively. Etiology of heart failure, NYHA class, left ventricular ejection fraction, and QRS morphology had higher predictive power, whereas hemoglobin was less important in females compared to males. The importance of atrial fibrillation and age increased, while the importance of serum creatinine decreased from 1- to 3-year follow-up in both sexes. Conclusions: Using ML techniques in combination with easily obtainable clinical features, our models effectively predicted 1- and 3-year all-cause mortality in CRT patients. Sex-specific patterns of predictors were identified, showing a dynamic variation over time.
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Affiliation(s)
- Márton Tokodi
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Anett Behon
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | | | - Attila Kovács
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Zoltán Tősér
- Argus Cognitive, Inc., Lebanon, NH, United States
| | | | | | | | | | | | - Béla Merkely
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
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Tokodi M, Lakatos BK, Ruppert M, Olah A, Sayour AA, Barta BA, Ladanyi ZS, Soos A, Merkely B, Radovits T, Kovacs A. Pursuing the non-invasive assessment of cardiac contractility: the added value of pressure-area-strain loop analysis in volume overload-induced heart failure. Eur Heart J Cardiovasc Imaging 2021. [DOI: 10.1093/ehjci/jeaa356.188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Funding Acknowledgements
Type of funding sources: Public grant(s) – National budget only. Main funding source(s): This work was supported by the New National Excellence Programme (ÚNKP-19-3-I) of the Ministry for Innovation and Technology in Hungary, and the Artificial Intelligence Research Field Excellence Programme of the National Research, Development and Innovation Office of the Ministry of Innovation and Technology in Hungary.
Background
Global longitudinal strain (GLS) by speckle-tracking echocardiography (STE) is a sensitive parameter of left ventricular (LV) systolic function. Nevertheless, GLS is dependent on loading conditions. Through the analysis of pressure-strain loops, myocardial work was recently introduced and tested in different clinical scenarios. Myocardial work incorporates afterload, but still, it neglects changes in preload and LV geometry.
Purpose
Accordingly, our aim was to test our hypothesis that adding instantaneous LV size to myocardial work calculation can further mitigate the load-dependency of GLS, and therefore, a better correlation with intrinsic myocardial contractility can be achieved.
Methods
Volume overload-induced heart failure was established by an aortocaval fistula (ACF) in male Wistar rats (n = 12). Age-matched sham-operated animals served as controls (n = 12). STE was performed to assess GLS, which was immediately followed by invasive pressure-volume (P-V) analysis to assess LV pressure and to compute a gold-standard index of cardiac contractility (preload recruitable stroke work [PRSW]). Global myocardial work index (GMWI) was calculated from GLS and the invasively measured LV pressure. To compute GMWI indexed to LV area (GMWIA), the instantaneous power (calculated by multiplying the strain rate and the instantaneous LV pressure) was divided by the instantaneous LV area, and then it was integrated from mitral valve closure until mitral valve opening.
Results
LV ejection fraction did not differ significantly (ACF vs. controls: 59 ± 4 vs. 65 ± 9%, p = NS), whereas GLS (Figure 1A - representative animals) was slightly decreased in the ACF group (-13.2 ± 2.3 vs. -15.4 ± 1.9%, p < 0.05). In contrast, PRSW, GMWI (Figure 1B - representative animals) and GMWIA (Figure 1C - representative animals) were considerably reduced in ACF compared to controls (57 ± 13 vs. 111 ± 38mmHg, 1383 ± 382 vs. 1928 ± 281mmHg%, 11.6 ± 3.7 vs. 47.9 ± 22.8mmHg%/mm2, all p < 0.01). GLS showed moderate correlation with PRSW (r=-0.550, p < 0.01), whereas GMWI correlated more significantly, but still moderately with the invasively measured LV contractility (r = 0.681, p < 0.001). Correlation between the pressure-area-strain loop-derived GMWIA and P-V analysis-derived PRSW (Figure 1D) was found to be very strong (r = 0.924, p < 0.001).
Conclusions
In the case of LV volume overload-induced heart failure, our pressure-area-strain loop-derived metric reflected LV contractility better than GLS and even GMWI. Therefore, the incorporation of instantaneous LV size into myocardial work calculation represents a promising clinical tool to assess and monitor intrinsic myocardial function independently of loading conditions.
Abstract Figure 1
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Affiliation(s)
- M Tokodi
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - BK Lakatos
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - M Ruppert
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - A Olah
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - AA Sayour
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - BA Barta
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - ZS Ladanyi
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - A Soos
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - B Merkely
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - T Radovits
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - A Kovacs
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
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32
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Tokodi M, Surkova E, Kovacs A, Lakatos BK, Muraru D, Badano LP. Prognostic value of right ventricular mechanical pattern assessed with 3D echocardiography in patients with left-sided heart disease. Eur Heart J Cardiovasc Imaging 2021. [DOI: 10.1093/ehjci/jeaa356.218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Funding Acknowledgements
Type of funding sources: Public grant(s) – National budget only. Main funding source(s): This work was supported by the New National Excellence Programme (ÚNKP-19-3-I) of the Ministry for Innovation and Technology in Hungary, and the Artificial Intelligence Research Field Excellence Programme of the National Research, Development and Innovation Office of the Ministry of Innovation and Technology in Hungary.
Background
Right ventricular (RV) ejection fraction (EF) has established prognostic significance, which is independent of left ventricular (LV) EF in various cardiac diseases. However, RV EF is a cumulative result of the complex interplay between distinct mechanical components (i.e., shortening along the longitudinal, radial, and anteroposterior directions), and the prognostic value of RV motion decomposition remains to be quantified.
Objective
Our aim was to explore whether the assessment of longitudinal, radial, and anteroposterior motion components of the RV with 3D transthoracic echocardiography offers prognostic value in patients with left-sided heart disease.
Methods
Two hundred and ninety-two consecutive patients (age 59 ± 17 years, 70% male) with left-sided heart disease underwent standard clinical investigations and 3D echocardiographic examination. They were followed-up for 6.7 ± 2.2 years, and cardiac death served as the primary endpoint. LV and RV volumes and ejection fractions were quantified by the offline analysis of 3D datasets. The ReVISION method was applied to the 3D models of the RV to decompose the motion along the three orthogonal axes and to calculate longitudinal, radial, and anteroposterior EF (LEF, REF, AEF, respectively). Conventional parameters of RV systolic function (tricuspid annular plane systolic excursion [TAPSE], fractional area change [FAC]) were also assessed.
Results
Cardiac death occurred in 60 (21%) patients. Patients who died had lower LV EF (39 ± 16 vs. 52 ± 12%, p < 0.001), RV EF (40 ± 11 vs. 48 ± 8%, p < 0.001), and each mechanical component showed significantly lower values compared to patients alive (LEF: 13 ± 6 vs. 19 ± 6%; REF: 22 ± 7 vs. 25 ± 7%; AEF: 14 ± 6 vs. 18 ± 5%, all p < 0.001). LEF was decreased to a greater degree compared to RV EF (relative %: -30 vs. -18). In univariate Cox regression models, RV EF (Hazard Ratio [HR]: 0.928, 95% Confidence Interval [CI] 0.909 – 0.948, p < 0.001), LEF (0.855 [0.816 – 0.896], p < 0.001), REF (0.932 [0.898 – 0.967], p < 0.001), AEF (0.879 [0.841 – 0.919], p < 0.001), TAPSE (0.881 [0.841-0.923], p < 0.001), and FAC (0.955 [0.933-0.977], p < 0.001) were all found to be significant predictors of cardiac death. From all parameters that were predictive, the optimal combination of variables was identified with an automated stepwise selection algorithm. The final multivariate model included serum creatinine (1.015 [1.010 – 1.020], p < 0.001), haemoglobin concentration (0.965 [0.948 – 0.982], p < 0.001), LV EF (0.977 [0.955 – 0.999], p < 0.05), and LEF (0.899 [0.843 – 0.959], p < 0.01) as independent predictors of cardiac death. Notably, the algorithm rather selected LEF and not RV EF.
Conclusions
3D echocardiography-derived measurements of RV systolic function are able to predict outcomes in patients with left-sided heart disease independently of LV function. The separate quantification of RV mechanical components can hold additional prognostic value compared to conventional echocardiographic parameters.
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Affiliation(s)
- M Tokodi
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - E Surkova
- Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom of Great Britain & Northern Ireland
| | - A Kovacs
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - BK Lakatos
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - D Muraru
- University of Milan-Bicocca, Department of Medicine and Surgery, Milan, Italy
| | - LP Badano
- University of Milan-Bicocca, Department of Medicine and Surgery, Milan, Italy
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Lakatos BK, Ruppert M, Tokodi M, Olah A, Braun S, Karime C, Ladanyi Z, Sayour AA, Barta BA, Merkely B, Kovacs A, Radovits T. Myocardial work index better reflects contractility than longitudinal strain in rat models of pressure- and volume overload-induced heart failure. Eur Heart J Cardiovasc Imaging 2021. [DOI: 10.1093/ehjci/jeaa356.171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
Funding Acknowledgements
Type of funding sources: None.
Speckle-tracking echocardiography (STE)-derived global longitudinal strain (GLS) is considered to be a sensitive marker of left ventricular (LV) function in a wide variety of cardiovascular diseases. Still, evidence suggests that GLS is significantly influenced by loading conditions. Myocardial work index (MWI) evaluates myocardial deformation in the context of afterload through the interpretation of strain in relation to instantaneous LV pressure. MWI may potentially overcome the limitations of mere strain calculation, and may better reflect cardiac contractility in hemodynamic overload states.
Accordingly, our aim was to examine the relationship of GLS and MWI with load-independent markers of LV contractility in rat models of pressure- and volume overload-induced heart failure.
Male Wistar rats underwent transverse aortic constriction (TAC; n = 12) to generate LV pressure overload, or aortocaval fistula (ACF; n = 12) was established to induce severe LV volume overload. In case of the control groups, sham procedures were performed (n = 12/12). Echocardiography loops were obtained to determine STE-derived GLS and global MWI. Pressure-volume analysis with transient occlusion of the inferior vena cava was carried out to calculate preload recruitable stroke work (PRSW), as a load-independent „gold-standard" parameter of LV contractility.
GLS was mildly reduced in the ACF group (-13.2 ± 2.4 vs. -15.4 ± 2.0%, p < 0.05), while it was significantly lower in TAC group compared to controls (-7.0 ± 2.8 vs. -14.5 ± 2.5%; p < 0.001). In contrast with these findings, PRSW and also MWI were significantly reduced in ACF (58 ± 14 vs. 111 ± 40 mmHg; 1328 ± 411 vs. 1934 ± 308 mmHg%, both p < 0.01), however, they were comparable between TAC and the corresponding sham group (110 ± 26 vs. 116 ± 68 mmHg; 1687 ± 275 Hgmm% vs. 1537 ± 662 Hgmm%; both p = NS). In the pooled population, GLS did not show relationship with PRSW (r=-0.23; p = 0.12), while MWI showed significant correlation with it (r = 0.70; p < 0.001).
GLS is significantly influenced by loading conditions, therefore, in case of severe pressure- or volume overload it may not be a reliable marker of LV contractility. In our rat model of pressure overload induced heart failure, contractility was maintained despite decreased GLS, while in the model of volume overload induced heart failure, GLS was maintained despite decreased contractility. MWI reflects contractility in hemodynamic overload states, therefore, it may be a more suitable marker of systolic function.
Abstract Figure. Pressure-strain loops of the groups
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Affiliation(s)
- BK Lakatos
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - M Ruppert
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - M Tokodi
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - A Olah
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - S Braun
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - C Karime
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - Z Ladanyi
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - AA Sayour
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - BA Barta
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - B Merkely
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - A Kovacs
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - T Radovits
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
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Surkova E, Kovacs A, Bispo D, Flick C, Lakatos BK, Tokodi M, Liptai C, Fabian A, Merkely B, Senior R, Gatzoulis M, Li W. Mechanical contraction patterns of the systemic right ventricle: a 3D echocardiography study. Eur Heart J Cardiovasc Imaging 2021. [DOI: 10.1093/ehjci/jeaa356.412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Funding Acknowledgements
Type of funding sources: None.
Background. In patients with transposition of great arteries (TGA) post atrial switch operation or with congenitally corrected TGA (ccTGA), the morphologically right ventricle (RV) has to adapt to the chronically increased systemic pressure.
Purpose. To investigate the functional adaptation of the systemic RV in patients with TGA post Mustard repair or ccTGA.
Methods. RV volumes and EF were measured by 3D echocardiography in 33 patients with the systemic RV (21 TGA and 12 ccTGA; 45 ± 13y, 61% male), and in 33 healthy volunteers (44 ± 13y, 61% male).
The 3D RV model was postprocessed by the ReVISION software and its contraction was decomposed along the longitudinal, radial and anteroposterior directions (Fig.A, Systemic RV in TGA) providing longitudinal, radial and anteroposterior EF (LEF, REF and AEF). Relative contribution of each component was measured as the ratio between LEF, REF and AEF to the global RVEF (LEFi, REFi and AEFi).
Results. Systemic RV was significantly larger with reduced function compared to controls (Tab). 3D RVEF demonstrated stronger correlation with BNP (Rho -0.76, p < 0.0001) compared to other parameters of RV function (free wall strain 0.55, p = 0.0083; FAC -0.47, p = 0.024; S’ -0.39 and TAPSE 0.06, p > 0.05).
While in healthy volunteers, all 3 components of RV systolic function contributed equally to the global RV EF, in patients with TGA the relative contribution of the anteroposterior component was dominant and differed significantly from longitudinal and radial components (AEFi 0.48 ± 0.06 vs LEFi 0.31 ± 0.07 vs REFi 0.36 ± 0.09, p < 0.0001)(Fig. B,C). In patients with ccTGA the longitudinal component was dominant and provided a relative compensation for the reduced anteroposterior and radial components (LEFi 0.47 ± 0.07 vs AEFi 0.34 ± 0.07, p = 0.0002 and vs REFi 0.36 ± 0.09, p = 0.0023)(Fig. B,C). Relative contribution of the radial contraction was significantly reduced in all systemic RV patients.
Conclusions. Systemic RV contraction patterns change significantly with anteroposterior contraction being dominant in patients with TGA post Mustard repair and longitudinal component being dominant in ccTGA.
3DE should be a part of routine assessment of the systemic RV, especially in TGA since no conventional echo parameters take into account anteroposterior RV contraction.
Parameters of RV systolic function Parameter Control group (N = 33) All SRV patients (N = 33) TGA (N = 21) ccTGA (N = 12) 3D EF, % 60 ± 3.8 36 ± 8.6* 34 ± 7.3* 38 ± 10* FAC, % 41.4 ± 3.7 25.9 ± 9.3* 25.1 ± 9.2* 27.1 ± 9.9* TAPSE, mm 24.6 ± 4.2 11.9 ± 3.9* 11.1 ± 2.9* 13.2 ± 5.1* RV free wall strain, % -32.5 ± 4.2 -14.5 ± 3.5* -14.5 ± 2.9* -15.5 ± 3.5* * p < 0.0001 Abstract Figure.
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Affiliation(s)
- E Surkova
- Royal Brompton Hospital, London, United Kingdom of Great Britain & Northern Ireland
| | - A Kovacs
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - D Bispo
- Royal Brompton Hospital, London, United Kingdom of Great Britain & Northern Ireland
| | - C Flick
- Royal Brompton Hospital, London, United Kingdom of Great Britain & Northern Ireland
| | - BK Lakatos
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - M Tokodi
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - C Liptai
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - A Fabian
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - B Merkely
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - R Senior
- Royal Brompton Hospital, London, United Kingdom of Great Britain & Northern Ireland
| | - M Gatzoulis
- Royal Brompton Hospital, London, United Kingdom of Great Britain & Northern Ireland
| | - W Li
- Royal Brompton Hospital, London, United Kingdom of Great Britain & Northern Ireland
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Surkova E, Kovacs A, Tokodi M, Lakatos BK, Muraru D, Badano LP. Functional adaptation of the right ventricle to different degrees of the left ventricular systolic dysfunction in patients with left-sided heart disease: a three-dimensional echocardiography study. Eur Heart J Cardiovasc Imaging 2021. [DOI: 10.1093/ehjci/jeaa356.217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
Funding Acknowledgements
Type of funding sources: None.
Background. Right ventricular (RV) systolic dysfunction in patients with left-sided heart disease is known adverse factor. However, the RV adaptation at the different degrees of left ventricular (LV) dysfunction remains to be clarified.
Purpose
to assess the change in RV contraction pattern in relation to LV ejection fraction (EF) in patients with left-sided heart disease.
Methods. LV and RV volumes and EF were measured by 3D-echocardiography in 295 patients with left-sided heart disease (59 ± 17years, 69% male). The 3D meshmodel of the RV was postprocessed by the ReVISION software and its contraction pattern was decomposed along the longitudinal, radial and anteroposterior directions (Fig. A) providing longitudinal, radial and anteroposterior EF (LEF, REF, AEF). Relative contribution of each component to the RV systolic function was measured as the ratio between LEF, REF and AEF and global RVEF (LEFi, REFi, AEFi).
Results. Patients with LV systolic dysfunction also had reduced RVEF. Relative contribution of the longitudinal and anteroposterior components decreased, while radial component increased in patients with reduced LVEF (Table).
RV LEF and AEF significantly correlated with the LVEF (Rho 0.50 and 0.51, p < 0.0001), while the correlation between REF and LVEF was weak (Rho 0.22, p = 0.0002).
There was a significant drop in LEF and AEF (Fig. B) and their relative contribution to the total RVEF (Fig. C) starting from the earlier stages of LV dysfunction. However, it was effectively compensated by significant increase in the radial RV component resulting in preservation of total RVEF in those with normal, mildly and moderately reduced LVEF (50 [46;54] vs 47 [44;52] vs 46 [42;49]%), whereas total RVEF dropped significantly only in severe LV dysfunction (30 [25;39]%; p < 0.0001) (Fig. D).
Conclusions. The longitudinal and anteroposterior RV contraction was related to the LVEF and decreased from early stages of the LV systolic dysfunction. Increase in the radial component compensated for the loss of longitudinal and anteroposterior RV components in mild and moderate LV dysfunction to maintain total RVEF. Drop in all three components resulted in significant reduction of total RVEF in severe LV dysfunction.
Characteristics of study population Overall (N = 295) LVEF≥50% (N = 166) LVEF < 50% (N = 129) LV EF, % 49.6 ± 14.3 59.9 ± 5.6 36.4 ± 10.9* RV EF, % 46.5 ± 9.2 49.8 ± 6.9 42.3 ± 10.0* RV LEFi 0.42 ± 0.09 0.45 ± 0.09 0.38 ± 0.09* RV REFi 0.47 ± 0.1 0.45 ± 0.1 0.50 ± 0.09* RV AEFi 0.39 ± 0.08 0.41 ± 0.08 0.37 ± 0.07* *p < 0.0001 Abstract Figure.
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Affiliation(s)
- E Surkova
- Royal Brompton Hospital, London, United Kingdom of Great Britain & Northern Ireland
| | - A Kovacs
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - M Tokodi
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - BK Lakatos
- Semmelweis University Heart and Vascular Center, Budapest, Hungary
| | - D Muraru
- Istituto Auxologico Italiano, IRCCS, Ospedale San Luca, Department of Cardiac, Neurological and Metabolic Sciences, Milan, Italy
| | - LP Badano
- Istituto Auxologico Italiano, IRCCS, Ospedale San Luca, Department of Cardiac, Neurological and Metabolic Sciences, Milan, Italy
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Fabian A, Lakatos BK, Tokodi M, Ujvari A, Kispal E, Liptai CS, Csakvari M, Staub L, Toser Z, Merkely B, Kovacs A. Assessment of right ventricular segmental volumes and ejection fractions using a 15-segment model: three-dimensional echocardiographic study in healthy volunteers. Eur Heart J Cardiovasc Imaging 2021. [DOI: 10.1093/ehjci/jeaa356.216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Funding Acknowledgements
Type of funding sources: None.
On top of global ventricular function, segmental metrics may bear clinically relevant information. Concerning the left ventricle (LV), standardized segmentation is widely performed in different cardiovascular imaging modalities mainly to correlate regional dysfunction with coronary perfusion territories, or to appreciate and quantify distinct patterns in LV myocardial function. The same applies to the right ventricle (RV); as pulmonary hypertension, or arrhythmogenic cardiomyopathy are just two clinical examples among several others, where established regional dysfunction exists. Nevertheless, only a few options are available for the comprehensive and quantitative assessment of the segmental RV function due to its complex three-dimensional (3D) shape.
Therefore, our aim was to develop a 3D echocardiographic software solution for volumetric partitioning of the RV using a 15-segment model and to investigate a large number of healthy volunteers to describe the normal segmental pattern.
One hundred and fifty healthy adults with a balanced age range and an equal sex distribution were investigated (15-15 women and men in each age groups: 20-29, 30-39, 40-49, 50-59, 60+). Beyond standard two-dimensional echocardiographic protocol, full volume 3D datasets were acquired. Using commercially available software, we reconstructed the 3D mesh model of the RV and measured end-diastolic (EDV), end-systolic volumes and ejection fraction (EF). The 3D model was post-processed using the ReVISION method to calculate regional and segmental volumes and EFs. Fifteen standard segments were separated and quantified (Figure).
Increasing age resulted in significantly lower RV stroke volume (r=-0.17; p < 0.05) and tended towards lower RV EDV (r=-0.15, p = 0.06). EDVs of inflow tract and outflow tract segments decreased during aging (r=-0.21, p < 0.05 and r=-0.26, p < 0.01, respectively). Between the pre-specified age groups, there was no difference concerning global RVEF (ANOVA p = NS). In the 50-59 age group, regional EF of septal segments and also free wall segments were significantly lower compared to subjects in the 30-39 and 40-49 age categories (both p < 0.05). Global RV EDV was significantly lower in women (women vs. men: 95 ± 20 vs. 125 ± 28 ml; p < 0.05) along with a higher RV EF compared to men (62 ± 4 vs. 59 ± 4; p < 0.05). However, segmental EFs of apical, septal mid anterior, free wall mid posterior, free wall mid lateral, septal basal anterior and inflow tract segments were comparable between genders.
The ReVISION method allows a volumetric partitioning of the RV 3D models to investigate segmental geometry and function in a 15-segment model. We have explored segmental differences between different ages and genders. Further studies are warranted to justify the importance of segmental assessment of the RV in different cardiac diseases.
Abstract Figure. Separation of 15 standard RV segments
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Affiliation(s)
- A Fabian
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - BK Lakatos
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - M Tokodi
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - A Ujvari
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - E Kispal
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - CS Liptai
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - M Csakvari
- Argus Cognitive, Lebanon, United States of America
| | - L Staub
- Argus Cognitive, Lebanon, United States of America
| | - Z Toser
- Argus Cognitive, Lebanon, United States of America
| | - B Merkely
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - A Kovacs
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
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Tokodi M, Lakatos BK, Tősér Z, Merkely B, Takeuchi M, Kovács A. Competing Approaches to Defining Right Ventricular Motion Directions in Three Dimensions: A Pressing Need for Standardization? J Am Soc Echocardiogr 2020; 34:203-205. [PMID: 33218718 DOI: 10.1016/j.echo.2020.10.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 10/06/2020] [Accepted: 10/06/2020] [Indexed: 10/23/2022]
Affiliation(s)
- Márton Tokodi
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | | | | | - Béla Merkely
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Masaaki Takeuchi
- Department of Laboratory and Transfusion Medicine, School of Medicine, Hospital of University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Attila Kovács
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
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Ujvári A, Lakatos BK, Tokodi M, Fábián A, Merkely B, Kovács A. Evaluation of Left Ventricular Structure and Function using 3D Echocardiography. J Vis Exp 2020. [PMID: 33191925 DOI: 10.3791/61212] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
Three-dimensional (3D) quantification of the left ventricle (LV) provides significant added value in terms of diagnostic accuracy and precise risk stratification in various cardiac disorders. Recently, 3D echocardiography became available in routine cardiology practice; however, high-quality image acquisition and subsequent analysis have a steep learning curve. The present article aims to guide the reader through a detailed 3D protocol by presenting tips and tricks and also by highlighting the potential pitfalls to facilitate the widespread but technically sound use of this important technique concerning the LV. First and foremost, we show the acquisition of a high-quality 3D dataset with optimal spatial and temporal resolution. Then, we present the analytical steps toward a detailed quantification of the LV by using one of the most widely applied built-in software. We will quantify LV volumes, sphericity, mass and also systolic function by measuring ejection fraction and myocardial deformation (longitudinal and circumferential strain). We will discuss and provide clinical examples about the essential scenarios where the transition from a conventional echocardiographic approach to a 3D-based quantification is highly recommended.
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Affiliation(s)
| | | | | | | | - Béla Merkely
- Heart and Vascular Center, Semmelweis University
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Lakatos BK, Tokodi M, Kispál E, Merkely B, Kovács A. Morphological and Functional Assessment of the Right Ventricle Using 3D Echocardiography. J Vis Exp 2020. [PMID: 33191942 DOI: 10.3791/61214] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
Traditionally, it was believed that the right side of the heart has a minor role in circulation; however, more and more data suggest that right ventricular (RV) function has strong diagnostic and prognostic power in various cardiovascular disorders. Due to its complex morphology and function, assessment of the RV by conventional two-dimensional echocardiography is limited: the everyday clinical practice usually relies on simple linear dimensions and functional measures. Three-dimensional (3D) echocardiography overcame these limitations by providing volumetric quantification of the RV free of geometrical assumptions. Here, we offer a step-by-step guide to obtain and analyze 3D echocardiographic data of the RV using the leading commercially available software. We will quantify 3D RV volumes and ejection fraction. Several technical aspects may help to improve the quality of RV acquisition and analysis as well, which we present in a practical manner. We review the current opportunities and the limiting factors of this method and also highlight the potential applications of 3D RV assessment in current clinical practice.
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Behon A, Schwertner WR, Merkel ED, Kovács A, Lakatos BK, Zima E, Gellér L, Kutyifa V, Kosztin A, Merkely B. Lateral left ventricular lead position is superior to posterior position in long-term outcome of patients who underwent cardiac resynchronization therapy. ESC Heart Fail 2020; 7:3374-3382. [PMID: 33089662 PMCID: PMC7754922 DOI: 10.1002/ehf2.13066] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Revised: 09/08/2020] [Accepted: 09/24/2020] [Indexed: 11/15/2022] Open
Abstract
Aims Preferring side branch of coronary sinus during cardiac resynchronization therapy (CRT) implantation has been empirical due to the limited data on the association of left ventricular (LV) lead position and long‐term clinical outcome. We evaluated the long‐term all‐cause mortality by LV lead non‐apical positions and further characterized them by interlead electrical delay (IED). Methods and results In our retrospective database, 2087 patients who underwent CRT implantation were registered between 2000 and 2018. Those with non‐apical LV lead locations were classified into anterior (n = 108), posterior (n = 643), and lateral (n = 1336) groups. All‐cause mortality was assessed by Kaplan–Meier and Cox analyses. Echocardiographic response was measured 6 months after CRT implantation. During the median follow‐up time of 3.7 years, 1150 (55.1%) patients died—710 (53.1%) with lateral, 78 (72.2%) with anterior, and 362 (56.3%) with posterior positions. When we investigated the risk of all‐cause mortality, there was a significantly lower rate of death in patients with lateral LV lead location when compared with those with an anterior (P < 0.01) or posterior (P < 0.01) position. Multivariate analysis after adjustment for relevant clinical covariates such as age, sex, ischaemic aetiology, left bundle branch block morphology, atrial fibrillation, and device type revealed consistent results that lateral position is associated with a significant risk reduction of all‐cause mortality when compared with anterior [hazard ratio 0.69; 95% confidence interval (CI) 0.55–0.87; P < 0.01] or posterior (hazard ratio 0.84; 95% CI 0.74–0.96; P < 0.01) position. When echocardiographic response was evaluated within the lateral group, patients with an IED longer than 110 ms (area under the receiver operating characteristic curve, 0.63; 95% CI 0.53–0.73; P = 0.012) showed 2.1 times higher odds of improvement in echocardiographic response 6 months after the implantation. Conclusions In this study, we proved in a real‐world patient population that after CRT implantation, lateral LV lead location was associated with long‐term mortality benefit and is superior to both anterior and posterior positions. Moreover, patients with this position showed the greatest echocardiographic response over 110 ms IED.
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Affiliation(s)
- Anett Behon
- Heart and Vascular Center, Semmelweis University, Varosmajor 68, Budapest, H-1122, Hungary
| | | | - Eperke Dóra Merkel
- Heart and Vascular Center, Semmelweis University, Varosmajor 68, Budapest, H-1122, Hungary
| | - Attila Kovács
- Heart and Vascular Center, Semmelweis University, Varosmajor 68, Budapest, H-1122, Hungary
| | - Bálint Károly Lakatos
- Heart and Vascular Center, Semmelweis University, Varosmajor 68, Budapest, H-1122, Hungary
| | - Endre Zima
- Heart and Vascular Center, Semmelweis University, Varosmajor 68, Budapest, H-1122, Hungary
| | - László Gellér
- Heart and Vascular Center, Semmelweis University, Varosmajor 68, Budapest, H-1122, Hungary
| | - Valentina Kutyifa
- Heart and Vascular Center, Semmelweis University, Varosmajor 68, Budapest, H-1122, Hungary.,Cardiology Division, University of Rochester Medical Center, Rochester, NY, USA
| | - Annamária Kosztin
- Heart and Vascular Center, Semmelweis University, Varosmajor 68, Budapest, H-1122, Hungary
| | - Béla Merkely
- Heart and Vascular Center, Semmelweis University, Varosmajor 68, Budapest, H-1122, Hungary
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Ruppert M, Lakatos BK, Braun S, Tokodi M, Karime C, Oláh A, Sayour AA, Hizoh I, Barta BA, Merkely B, Kovács A, Radovits T. Longitudinal Strain Reflects Ventriculoarterial Coupling Rather Than Mere Contractility in Rat Models of Hemodynamic Overload–Induced Heart Failure. J Am Soc Echocardiogr 2020; 33:1264-1275.e4. [DOI: 10.1016/j.echo.2020.05.017] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2019] [Revised: 05/13/2020] [Accepted: 05/14/2020] [Indexed: 02/07/2023]
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Lakatos BK, Nabeshima Y, Tokodi M, Nagata Y, Tősér Z, Otani K, Kitano T, Fábián A, Ujvári A, Boros AM, Merkely B, Kovács A, Takeuchi M. Importance of Nonlongitudinal Motion Components in Right Ventricular Function: Three-Dimensional Echocardiographic Study in Healthy Volunteers. J Am Soc Echocardiogr 2020; 33:995-1005.e1. [PMID: 32620323 DOI: 10.1016/j.echo.2020.04.002] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Revised: 03/29/2020] [Accepted: 04/01/2020] [Indexed: 12/14/2022]
Abstract
BACKGROUND Global right ventricular (RV) function is determined by the interplay of different motion components related to the myofiber architecture, and the relative importance of these components is still not thoroughly characterized. The aims of this study were to quantify the relative contributions of longitudinal, radial, and anteroposterior motion components to global RV function and to examine their determining factors in a large cohort of healthy volunteers using three-dimensional echocardiography. METHODS Three hundred healthy adults with a balanced age range and an equal sex distribution were investigated at two centers. A three-dimensional mesh model of the right ventricle was generated, and its motion was decomposed along the three anatomically relevant axes. Multiplicative relative contributions were measured by dividing the ejection fraction (EF) values generated by shortening in the longitudinal, radial, and anteroposterior directions by global RV EF (longitudinal EF index [LEFi], radial EF index [REFi], and anteroposterior EF index, respectively). The circumferential contribution was defined as shortening in the radial and anteroposterior directions, omitting only longitudinal shortening. RESULTS Circumferential EF index was markedly higher compared with LEFi (79 ± 7% vs 47 ± 9%, P < .001). LEFi (47 ± 9%) and anteroposterior EF index (49 ± 7%) were found to be similar in the pooled population, whereas REFi (44 ± 10%) was lower (P < .001). In younger individuals (20-39 years of age), the relative contribution of longitudinal shortening was significantly higher compared with the radial component; however, in the older age groups, LEFi and REFi were comparable. Age, body surface area, heart rate, and RV end-diastolic volume were independent predictors of LEFi and REFi, but all with opposite effects on the two motion directions. CONCLUSIONS In contrast to the traditional viewpoint, the contributions of the radial and anteroposterior motion directions may be of comparable significance with that of longitudinal shortening in determining global RV function. Standard parameters referring only to longitudinal shortening of the right ventricle may be inadequate to characterize RV function thoroughly.
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Affiliation(s)
| | - Yosuke Nabeshima
- Second Department of Internal Medicine, University of Occupational and Environmental Health, School of Medicine, Kitakyushu, Japan
| | - Márton Tokodi
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - Yasufumi Nagata
- Second Department of Internal Medicine, University of Occupational and Environmental Health, School of Medicine, Kitakyushu, Japan
| | | | - Kyoko Otani
- Department of Laboratory and Transfusion Medicine, Hospital of University of Occupational and Environmental Health, School of Medicine, Kitakyushu, Japan
| | - Tetsuji Kitano
- Department of Laboratory and Transfusion Medicine, Hospital of University of Occupational and Environmental Health, School of Medicine, Kitakyushu, Japan
| | - Alexandra Fábián
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - Adrienn Ujvári
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | | | - Béla Merkely
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - Attila Kovács
- Semmelweis University, Heart and Vascular Center, Budapest, Hungary.
| | - Masaaki Takeuchi
- Department of Laboratory and Transfusion Medicine, Hospital of University of Occupational and Environmental Health, School of Medicine, Kitakyushu, Japan
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Tokodi M, Schwertner WR, Kovács A, Tősér Z, Staub L, Sárkány A, Lakatos BK, Behon A, Boros AM, Perge P, Kutyifa V, Széplaki G, Gellér L, Merkely B, Kosztin A. Machine learning-based mortality prediction of patients undergoing cardiac resynchronization therapy: the SEMMELWEIS-CRT score. Eur Heart J 2020; 41:1747-1756. [PMID: 31923316 PMCID: PMC7205468 DOI: 10.1093/eurheartj/ehz902] [Citation(s) in RCA: 68] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Revised: 10/24/2019] [Accepted: 12/03/2019] [Indexed: 12/20/2022] Open
Abstract
AIMS Our aim was to develop a machine learning (ML)-based risk stratification system to predict 1-, 2-, 3-, 4-, and 5-year all-cause mortality from pre-implant parameters of patients undergoing cardiac resynchronization therapy (CRT). METHODS AND RESULTS Multiple ML models were trained on a retrospective database of 1510 patients undergoing CRT implantation to predict 1- to 5-year all-cause mortality. Thirty-three pre-implant clinical features were selected to train the models. The best performing model [SEMMELWEIS-CRT score (perSonalizEd assessMent of estiMatEd risk of mortaLity With machinE learnIng in patientS undergoing CRT implantation)], along with pre-existing scores (Seattle Heart Failure Model, VALID-CRT, EAARN, ScREEN, and CRT-score), was tested on an independent cohort of 158 patients. There were 805 (53%) deaths in the training cohort and 80 (51%) deaths in the test cohort during the 5-year follow-up period. Among the trained classifiers, random forest demonstrated the best performance. For the prediction of 1-, 2-, 3-, 4-, and 5-year mortality, the areas under the receiver operating characteristic curves of the SEMMELWEIS-CRT score were 0.768 (95% CI: 0.674-0.861; P < 0.001), 0.793 (95% CI: 0.718-0.867; P < 0.001), 0.785 (95% CI: 0.711-0.859; P < 0.001), 0.776 (95% CI: 0.703-0.849; P < 0.001), and 0.803 (95% CI: 0.733-0.872; P < 0.001), respectively. The discriminative ability of our model was superior to other evaluated scores. CONCLUSION The SEMMELWEIS-CRT score (available at semmelweiscrtscore.com) exhibited good discriminative capabilities for the prediction of all-cause death in CRT patients and outperformed the already existing risk scores. By capturing the non-linear association of predictors, the utilization of ML approaches may facilitate optimal candidate selection and prognostication of patients undergoing CRT implantation.
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Affiliation(s)
- Márton Tokodi
- Heart and Vascular Center, Semmelweis University, 68 Városmajor St., Budapest 1122, Hungary
| | | | - Attila Kovács
- Heart and Vascular Center, Semmelweis University, 68 Városmajor St., Budapest 1122, Hungary
| | - Zoltán Tősér
- Argus Cognitive, Inc., 16 Cavendish Ct., Lebanon, NH 03766, USA
| | - Levente Staub
- Argus Cognitive, Inc., 16 Cavendish Ct., Lebanon, NH 03766, USA
| | - András Sárkány
- Argus Cognitive, Inc., 16 Cavendish Ct., Lebanon, NH 03766, USA
| | - Bálint Károly Lakatos
- Heart and Vascular Center, Semmelweis University, 68 Városmajor St., Budapest 1122, Hungary
| | - Anett Behon
- Heart and Vascular Center, Semmelweis University, 68 Városmajor St., Budapest 1122, Hungary
| | - András Mihály Boros
- Heart and Vascular Center, Semmelweis University, 68 Városmajor St., Budapest 1122, Hungary
| | - Péter Perge
- Heart and Vascular Center, Semmelweis University, 68 Városmajor St., Budapest 1122, Hungary
| | - Valentina Kutyifa
- Heart and Vascular Center, Semmelweis University, 68 Városmajor St., Budapest 1122, Hungary
- Heart Research Follow-up Program, Cardiology Division, University of Rochester Medical Center, 265 Crittenden Blvd., Box 653, Rochester, NY 14642, USA
| | - Gábor Széplaki
- Heart and Vascular Center, Semmelweis University, 68 Városmajor St., Budapest 1122, Hungary
| | - László Gellér
- Heart and Vascular Center, Semmelweis University, 68 Városmajor St., Budapest 1122, Hungary
| | - Béla Merkely
- Heart and Vascular Center, Semmelweis University, 68 Városmajor St., Budapest 1122, Hungary
| | - Annamária Kosztin
- Heart and Vascular Center, Semmelweis University, 68 Városmajor St., Budapest 1122, Hungary
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Emese C, Sydo N, Becker D, Hartyánszky I, Czimbalmos C, Vágó H, Lakatos BK, Kovács A, Merkely B. COMPETITIVE SPORTS AFTER ABORTED SUDDEN CARDIAC DEATH DUE TO CORONARY ARTERY ANOMALY. J Am Coll Cardiol 2020. [DOI: 10.1016/s0735-1097(20)33694-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Tokodi M, Lakatos BK, Tősér Z, Csákvári M, Fábián A, Babity M, Bognár C, Sydó N, Vágó H, Kiss O, Merkely B, Kovács A. ASSOCIATION BETWEEN BIVENTRICULAR MECHANICAL PATTERN AND EXERCISE CAPACITY IN ATHLETES: MACHINE LEARNING BASED PREDICTION OF PEAK OXYGEN UPTAKE. J Am Coll Cardiol 2020. [DOI: 10.1016/s0735-1097(20)32189-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Lakatos BK, Tokodi M, Kiss O, Sydo N, Csulak E, Fábián A, Babity M, Bognár C, Merkely B, Kovács A. ASSOCIATION BETWEEN BIVENTRICULAR REMODELLING AND PEAK EXERCISE PERFORMANCE: THREE-DIMENSIONAL ECHOCARDIOGRAPHIC STUDY IN A LARGE ATHLETIC COHORT. J Am Coll Cardiol 2020. [DOI: 10.1016/s0735-1097(20)32186-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Lakatos BK, Tokodi M, Toser Z, Szigeti S, Koritsanszky KB, Racz K, Soltesz AV, Varga T, Kispal E, Merkely B, Nemeth E, Kovacs A. 429 Right ventricular longitudinal and radial fiber contractility in patients undergoing mitral valve surgery: a PREPARE-MVR substudy. Eur Heart J Cardiovasc Imaging 2020. [DOI: 10.1093/ehjci/jez319.242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Severe mitral regurgitation results in significant hemodynamic demands of not only the left, but the right ventricle (RV) as well. Increased pulmonary pressures and consequential pressure overload of the RV induces complex remodeling, which can be partially restored by mitral valve repair/replacement (MVR). MVR is associated with marked changes of RV deformation, however, the clinical significance of these changes is not well estabilished. The PREPARE-MVR study (PRediction of Early PostoperAtive Right vEntricular failure in Mitral Valve Replacement/Repair patients) aims to determine parameters, which may predict the perioperative risk of acute RV failure.
In this current substudy, our aim was to determine the changes of RV global, longitudinal and radial fiber contractility before and following MVR.
Our study group consisted of 27 MVR patients (mean age: 64 ± 12 years, m/f: 19/8). Transthoracic 3D echocardiography was performed before the operation and following intensive care unit discharge. 3D beutel model of the RV was created and RV end-diastolic volume index (EDVi) among with RV ejection fraction (RVEF) were calculated using commercially available software. For in-depth analysis of RV mechanics, we have decomposed the motion of the RV using our custom software (ReVISION) to determine longitudinal (LEF) and radial ejection fraction (REF). Right heart catheterization was also performed before MVR and 24 hours after MVR as well to measure pulmonary arterial mean systolic pressure (mPAP), pulmonary arterial wedge pressure (PAWP) and RV stroke work index (RVSWi). Using the aforementioned parameters, we have calculated RV longitudinal (longRVSWi) and RV radial stroke work index (radRVSWi), which represent RV longitudinal and radial fiber contractility.
RV morphology did not change significantly according to RVEDVi (preop vs. postop: 71 ± 17 vs. 72 ± 20 mL/m², p = NS). RVEF slightly decreased after MVR (50 ± 6 vs. 48 ± 7 %, p < 0.05), however, RV motion pattern markedly changed. Postoperative LEF was significantly lower compared to preoperative values (25 ± 6 vs. 16 ± 6%, p < 0.0001), among with an increase in REF (21 ± 7 vs. 27 ± 7%, p < 0.01). As expected, mPAP and PAWP decreased in response to MVR (mPAP: 30 ± 10 vs. 25 ± 7 mmHg; PAWP: 19 ± 7 vs. 13 ± 3 mmHg, both p < 0.01). Global RV contractility decreased after surgery (RVSWi: 603 ± 355 vs. 474 ± 251 mmHg*mL/m², p < 0.05). While RV longitudinal contractility also significantly reduced (longRVSWi: 289 ± 179 vs. 166 ± 122 mmHg*mL/m², p < 0.001), radial contractility was maintained following MVR (radRVSWi: 240 ± 141 vs. 261 ± 144 mmHg*mL/m², p = NS).
MVR is associated with marked changes of RV function and hemodynamics. RV longitudinal and radial contractility have distinct response to surgery, which may be important in postoperative patient management. The PREPARE-MVR study aims to examine the role of preoperative RV mechanics in clinical outcome.
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Affiliation(s)
- B K Lakatos
- Semmelweis University Heart Center, Budapest, Hungary
| | - M Tokodi
- Semmelweis University Heart Center, Budapest, Hungary
| | - Z Toser
- Argus Cognitive Inc., Lebanon, United States of America
| | - S Szigeti
- Semmelweis University, Department of Anaesthesiology and Intensive Therapy, Budapest, Hungary
| | - K B Koritsanszky
- Semmelweis University, Department of Anaesthesiology and Intensive Therapy, Budapest, Hungary
| | - K Racz
- Semmelweis University, Department of Anaesthesiology and Intensive Therapy, Budapest, Hungary
| | - A V Soltesz
- Semmelweis University, Department of Anaesthesiology and Intensive Therapy, Budapest, Hungary
| | - T Varga
- Semmelweis University, Department of Anaesthesiology and Intensive Therapy, Budapest, Hungary
| | - E Kispal
- Semmelweis University Heart Center, Budapest, Hungary
| | - B Merkely
- Semmelweis University Heart Center, Budapest, Hungary
| | - E Nemeth
- Semmelweis University, Department of Anaesthesiology and Intensive Therapy, Budapest, Hungary
| | - A Kovacs
- Semmelweis University Heart Center, Budapest, Hungary
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Lakatos BK, Kiss O, Sydo N, Tokodi M, Fabian A, Kantor Z, Bognar C, Major D, Kovacs A, Merkely B. P947 Left- and right ventricular mechanics in athletes: a true marker of fitness? Eur Heart J Cardiovasc Imaging 2020. [DOI: 10.1093/ehjci/jez319.580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Regular physical exercise results in marked changes of ventricular morphology and function, also referred as the athlete’s heart. Despite the marked changes of cardiac morphology and function in athletes, data is scarce regarding the relationship between exercise performance and cardiac adaptation to exercise.
Accordingly, our aim was to examine the relationship between ventricular morphology and function and exercise capacity in a prospective cohort study.
Young elite soccer players (n = 18, age: 16 ± 1 years) were enrolled and examined at baseline and following 1 year. Athletes underwent cardiopulmonary exercise testing to determine peak oxygen uptake (VO2/kg). Following exercise testing, 3D echocardiography was performed and LV and RV focused loops were obtained. By off-line analysis, we measured left- (LV) and right ventricular (RV) end-diastolic volume indices (EDVi) and LV mass index (LVMi) indexed to body surface area and LV and RV ejection fractions (EF). By 3D speckle-tracking analysis of the LV and RV we also determined global longitudinal (GLS) and circumferential (GCS) strains.
We found improved and decreased peak exercise performance as well during the 1 year follow-up with an overrall increased mean exercise capacity (dVO2/kg: 2.6 ± 7.3 ml/min/kg). LV and RV morphology did not change significantly according to LVEDVi and RVEDVi (LVEDVi: 84 ± 14 vs. 80 ± 7 ml/ m², RVEDVi: 82 ± 11 vs. 84 ± 10 ml/m², both p = NS). LVMi significantly increased (82 ± 14 vs. 89 ± 9 g/m², p < 0.001). LV and RV EF did not change during one year follow-up (LVEF: 58 ± 4 vs. 57 ± 5%; RVEF: 57 ± 4 vs. 55 ± 6%, both p = NS), while LVGLS decreased compared to baseline (19.7 ± 1,8 vs. 19.3 ± 2,8%, p < 0.01). The change in VO2/kg showed correlation with decreased LVGLS and also with decreased RVGCS (dLVGLS vs. dVO2/kg: r=-0.56, dRVGCS vs. dVO2/kg: r=-0.50, both p < 0.05)
During 1 year follow-up cardiac morphology and function significantly changed in our athlete cohort, and these changes showed relationship with the changes of peak exercise performance. Detailed assessment of myocardial mechanics may help to monitor training in athletes.
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Affiliation(s)
| | - O Kiss
- Semmelweis University, Budapest, Hungary
| | - N Sydo
- Semmelweis University, Budapest, Hungary
| | - M Tokodi
- Semmelweis University, Budapest, Hungary
| | - A Fabian
- Semmelweis University, Budapest, Hungary
| | - Z Kantor
- Semmelweis University, Budapest, Hungary
| | - C Bognar
- Semmelweis University, Budapest, Hungary
| | - D Major
- Semmelweis University, Budapest, Hungary
| | - A Kovacs
- Semmelweis University, Budapest, Hungary
| | - B Merkely
- Semmelweis University, Budapest, Hungary
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Lakatos BK, Barczi A, Cseprakal O, Szilagyi M, Kis E, Tokodi M, Szabo A, Reusz GY, Kovacs A, Merkely B. P3445Subclinical myocardial dysfunction in pediatric kidney transplant recipients: a two-dimensional speckle-tracking echocardiography study. Eur Heart J 2019. [DOI: 10.1093/eurheartj/ehz745.0318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Chronic kidney disease is associated with increased risk of cardiovascular mortality and morbidity in pediatric patients as well. Renal transplantation results in improved survival, however, several factors contribute to markedly elevated cardiovascular complication rate compared to the healthy population. While major cardiac events occur rarely in pediatric population, detection of subclinical changes in cardiac morphology and function may be of high interest to effectively identify high-risk patients.
Accordingly, our aim was to investigate left (LV)- and right ventricular (RV) morphology and function using conventional and two-dimensional (2D) speckle-tracking echocardiography (STE) in pediatric renal transplant recipients.
Our study group consisted of 41 kidney transplanted children (RTX; mean age: 14±3 years, m/f: 25/16) and 39 age- and gender matched healthy controls. Using 2D echocardiography, LV and RV focused apical loops were obtained and LV end-diastolic volume index (EDVi), ejection fraction (EF), mass index (Mi), RV end-diastolic area index (EDAi) and fractional area change (FAC) were measured. Using STE, we have determined LV global longitudinal (GLS) and circumferential strain (GCS), RV GLS, and LV and RV early diastolic longitudinal strain rate (LSrE).
LV EDVi did not differ between RTX and controls (51±13 vs. 52±10 mL/m2, p=NS), while LVMi was markedly higher in RTX patients (36±8 vs. 28±6 g/m2, p<0.0001). LVEF was comparable between the two groups (62±5 vs. 62±3%; p=NS), while LV GLS was significantly lower in RTX (−20.6±2.1 vs. −21.8±2.1%, p=0.01) along with a tendential increase in LV GCS (−31.6±4.3 vs. −29.7±4.6%, p=0.06). LV LSrE was significantly lower in RTX patients (1.29±0.29 vs. 1.45±0.27 1/s, p<0.05). RV EDAi did not differ between the two groups (11.2±2.3 vs. 11.6±2.0 cm2/m2, p=NS). Interestingly however, RTX patients had significantly higher RV FAC and RV GLS (FAC: 46±7 vs. 42±4%, GLS: −24.6±3.7 vs. −22.4±2.6%, both p<0.01) along with lower RV LSrE (1.32±0.57 vs. 1.60±0.43, p<0.05).
Cardiac morphology and function shows distinct changes after RTX. Along with comparable ventricular dimensions, LV hypertrophy and subclinical systolic and diastolic dysfunction is present. RV systolic function is relatively increased accompanied by subclinical diastolic dysfunction of the chamber, which may refer to previous RV overload. STE may be a useful tool to reveal early myocardial dysfunction in pediatric kidney transplant recipients.
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Affiliation(s)
- B K Lakatos
- Semmelweis University Heart Center, Budapest, Hungary
| | - A Barczi
- Semmelweis University, I. Department of Paediatrics, Budapest, Hungary
| | - O Cseprakal
- Semmelweis University, Department of Transplantation and Surgery, Budapest, Hungary
| | - M Szilagyi
- Semmelweis University Heart Center, Budapest, Hungary
| | - E Kis
- Semmelweis University, I. Department of Paediatrics, Budapest, Hungary
| | - M Tokodi
- Semmelweis University Heart Center, Budapest, Hungary
| | - A Szabo
- Semmelweis University, I. Department of Paediatrics, Budapest, Hungary
| | - G Y Reusz
- Semmelweis University, I. Department of Paediatrics, Budapest, Hungary
| | - A Kovacs
- Semmelweis University Heart Center, Budapest, Hungary
| | - B Merkely
- Semmelweis University Heart Center, Budapest, Hungary
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Tokodi M, Lakatos BK, Kispal E, Toser Z, Racz K, Soltesz A, Szigeti SZ, Hartyanszky I, Nemeth E, Merkely B, Kovacs A. 5939Perioperative shift in right ventricular mechanical pattern in patients undergoing mitral valve surgery: a predictor of right ventricular failure? Eur Heart J 2019. [DOI: 10.1093/eurheartj/ehz746.0089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
Background
Severe mitral regurgitation (MR) induces significant changes not only in the left, but also in the right ventricular (RV) morphology and function. Early treatment of MR is recommended, however, surgical procedure disrupts the native RV contractile pattern and predisposes the at-risk ventricle to develop postoperative RV failure (RVF) which is associated with poor outcomes.
Purpose
Accordingly, the PREPARE-MVR study (PRediction of Early PostoperAtive Right vEntricular failure in Mitral Valve Replacement/Repair patients) aims to explore the alterations of RV contraction pattern in patients undergoing MVR and to investigate the association of preoperative echocardiographic findings with early postoperative RVF.
Methods
We prospectively enrolled 70 patients (62±12 years, 67% males) undergoing open heart MVR. Thirty age and gender matched healthy volunteers served as control group. Transthoracic 3D echocardiography was performed preoperatively and at intensive care unit discharge. Furthermore, focused 2D echocardiogram was also obtained during the ICU stay. Forty-three patients also completed 6 months follow-up. 3D model of the RV was reconstructed and end-diastolic volume index (EDVi) along with RV ejection fraction (RVEF) were calculated. For in-depth analysis of RV mechanics, we decomposed the motion of the RV to compute longitudinal (LEF) and radial ejection fraction (REF). Right heart catheterization was performed to monitor RV stroke work index (RVSWi).
Results
RV morphology as assessed by EDVi was unaffected by surgery (preoperative vs postoperative; 73±17 vs 71±16 mL/m2, p=NS). RVEF was slightly decreased after MVR (52±6 vs 48±7%, p<0.05), whereas RV contraction pattern has changed notably. Before MVR, the longitudinal shortening was the main contributor to global systolic function (LEF/RVEF vs REF/RVEF; 0.53±0.10 vs 0.43±0.12; p<0.001), whereas in controls the longitudinal and radial shortening contributed equally to RVEF (0.47±0.07 vs 0.43±0.09; p=NS). Postoperatively, the radial motion became dominant (0.35±0.08 vs 0.47±0.09; p<0.001). However, this shift was only temporary as 6 months later the contraction pattern became similar to controls showing equal contribution of the two components (0.44±0.10 vs 0.42±0.11; p=NS). Postoperative RVF (defined as RVSWi <300 mmHg*mL/m2 or ICU TAPSE <10 mm) was detected in 14 [20%] patients. Preoperative LEF was associated with postoperative RVSWi (r=−0.61, p<0.001) and it was an independent predictor of postoperative RVF (OR=1.16 [1.03–1.35], p<0.05).
Conclusion
Severe MR induces a significant shift in the RV mechanical pattern which may influence the development of postoperative RV dysfunction and failure after MVR. Advanced indices of RV mechanics are associated with invasively measured parameters of RV contractility and may predict postoperative RVF.
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Affiliation(s)
- M Tokodi
- Semmelweis University Heart Center, Budapest, Hungary
| | - B K Lakatos
- Semmelweis University Heart Center, Budapest, Hungary
| | - E Kispal
- Semmelweis University Heart Center, Budapest, Hungary
| | - Z Toser
- Argus Cognitive, Inc., Dover, United States of America
| | - K Racz
- Semmelweis University Heart Center, Budapest, Hungary
| | - A Soltesz
- Semmelweis University Heart Center, Budapest, Hungary
| | - S Z Szigeti
- Semmelweis University Heart Center, Budapest, Hungary
| | - I Hartyanszky
- Semmelweis University Heart Center, Budapest, Hungary
| | - E Nemeth
- Semmelweis University Heart Center, Budapest, Hungary
| | - B Merkely
- Semmelweis University Heart Center, Budapest, Hungary
| | - A Kovacs
- Semmelweis University Heart Center, Budapest, Hungary
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