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Wang M, Lv C, Zhang Y, Liu K, Yan X, Liu L, Zheng Y, Guo X. Analysis and recognition of post-exercise cardiac state based on heart sound features and cardiac troponin I. Eur J Appl Physiol 2023; 123:2461-2471. [PMID: 37294516 DOI: 10.1007/s00421-023-05245-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2022] [Accepted: 05/27/2023] [Indexed: 06/10/2023]
Abstract
PURPOSE Excessive intensity exercises can bring irreversible damage to the heart. We explore whether heart sounds can evaluate cardiac function after high-intensity exercise and hope to prevent overtraining through the changes of heart sound in future training. METHODS The study population consisted of 25 male athletes and 24 female athletes. All subjects were healthy and had no history of cardiovascular disease or family history of cardiovascular disease. The subjects were required to do high-intensity exercise for 3 days, with their blood sample and heart sound (HS) signals being collected and analysed before and after exercise. We then developed a Kernel extreme learning machine (KELM) model that can distinguish the state of heart by using the pre- and post-exercise data. RESULTS There was no significant change in serum cardiac troponin I after 3 days of load cross-country running, which indicates that there was no myocardial injury after the race. The statistical analysis of time-domain characteristics and multi-fractal characteristic parameters of HS showed that the cardiac reserve capacity of the subjects was enhanced after the cross-country running, and the KELM is an effective classifier to recognize HS and the state of the heart after exercise. CONCLUSION Through the results, we can draw the conclusion that this intensity of exercise will not cause profound damage to the athlete's heart. The findings of this study are of great significance for evaluating the condition of the heart with the proposed index of heart sound and prevention of excessive training that causes damage to the heart.
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Affiliation(s)
- Menglu Wang
- Key Laboratory of Biorheology Science and Technology, Ministry of Education, College of Bioengineering, Chongqing University, Chongqing, 400044, China
| | - Chengcong Lv
- Key Laboratory of Biorheology Science and Technology, Ministry of Education, College of Bioengineering, Chongqing University, Chongqing, 400044, China
| | - Yao Zhang
- Key Laboratory of Biorheology Science and Technology, Ministry of Education, College of Bioengineering, Chongqing University, Chongqing, 400044, China
| | - Kai Liu
- Communications Sergeant School, Army Engineering University of PLA, Chongqing, China.
| | - Xiaobo Yan
- College of Physical Education, Chongqing University, Chongqing, 401331, China
| | - Leichu Liu
- College of Physical Education, Chongqing University, Chongqing, 401331, China
| | - Yineng Zheng
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Xingming Guo
- Key Laboratory of Biorheology Science and Technology, Ministry of Education, College of Bioengineering, Chongqing University, Chongqing, 400044, China.
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Kandels J, Stöbe S, Kogel A, Hepp P, Riepenhof H, Droste JN, Stoeggl T, Marshall RP, Rudolph U, Laufs U, Fikenzer S, Hagendorff A. Effect of maximum exercise on left ventricular deformation and its correlation with cardiopulmonary exercise capacity in competitive athletes. Echo Res Pract 2023; 10:17. [PMID: 37789500 PMCID: PMC10548575 DOI: 10.1186/s44156-023-00029-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 08/09/2023] [Indexed: 10/05/2023] Open
Abstract
BACKGROUND Global longitudinal strain (GLS) and global myocardial work index (GWI) allow early detection of subclinical changes in left ventricular (LV) systolic function. The aim of the study was to investigate the immediate effects of maximum physical exercise by different exercise testing methods on early post exercise LV deformation parameters in competitive athletes and to analyze their correlation with cardiopulmonary exercise capacity. METHODS To reach maximum physical exercise, cardiopulmonary exercise testing (CPET) was performed by semi-recumbent ergometer in competitive handball players (n = 13) and by treadmill testing in competitive football players (n = 19). Maximum oxygen uptake (VO2max) indexed to body weight (relative VO2max) was measured in all athletes. Transthoracic echocardiography and blood pressure measurements were performed at rest and 5 min after CPET in all athletes. GLS, GWI and their changes before and after CPET (ΔGLS, ΔGWI) were correlated with (relative) VO2max. RESULTS In handball and football players, GLS and GWI did not differ significantly before and after CPET. There were no significant correlations between GLS and relative VO2max, but moderate correlations were found between ΔGWI and relative VO2max in handball (r = 0.631; P = 0.021) and football players (r = 0.592; P = 0.008). Furthermore, handball (46.7 ml/min*kg ± 4.7 ml/min*kg vs. 37.4 ml/min*kg ± 4.2; P = 0.004) and football players (58.3 ml/min*kg ± 3.7 ml/min*kg vs. 49.7 ml/min*kg ± 6.8; P = 0.002) with an increased ΔGWI after CPET showed a significant higher relative VO2max. CONCLUSION Maximum physical exercise has an immediate effect on LV deformation, irrespective of the used testing method. The correlation of relative VO2max with ΔGWI in the early post exercise period, identifies ΔGWI as an echocardiographic parameter for characterizing the current individual training status of athletes.
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Affiliation(s)
- J Kandels
- Klinik und Poliklinik für Kardiologie, Universitätsklinikum Leipzig, Liebigstr. 20, 04103, Leipzig, Germany.
| | - S Stöbe
- Klinik und Poliklinik für Kardiologie, Universitätsklinikum Leipzig, Liebigstr. 20, 04103, Leipzig, Germany
| | - A Kogel
- Klinik und Poliklinik für Kardiologie, Universitätsklinikum Leipzig, Liebigstr. 20, 04103, Leipzig, Germany
| | - P Hepp
- Klinik und Poliklinik für Orthopädie, Unfallchirurgie Und Plastische Chirurgie, Universitätsklinikum, 04103, Leipzig, Germany
| | - H Riepenhof
- RasenBallsport Leipzig GmbH, Cottaweg 3, 04177, Leipzig, Germany
- Center for Rehabilitation and Sports Medicine, BG Klinikum Hamburg, 21033, Hamburg, Germany
| | - J N Droste
- Center for Rehabilitation and Sports Medicine, BG Klinikum Hamburg, 21033, Hamburg, Germany
- Red Bull Athlete Performance Center, 5303, Salzburg, Austria
| | - T Stoeggl
- Red Bull Athlete Performance Center, 5303, Salzburg, Austria
- Department of Sport and Exercise Science, Universität Salzburg, 5020, Salzburg, Austria
| | - R P Marshall
- RasenBallsport Leipzig GmbH, Cottaweg 3, 04177, Leipzig, Germany
- Department of Orthopedic and Trauma Surgery, Martin-Luther-University Halle-Wittenberg, 06120, Halle, Germany
| | - U Rudolph
- Klinik und Poliklinik für Kardiologie, Universitätsklinikum Leipzig, Liebigstr. 20, 04103, Leipzig, Germany
| | - U Laufs
- Klinik und Poliklinik für Kardiologie, Universitätsklinikum Leipzig, Liebigstr. 20, 04103, Leipzig, Germany
| | - S Fikenzer
- Klinik und Poliklinik für Kardiologie, Universitätsklinikum Leipzig, Liebigstr. 20, 04103, Leipzig, Germany
| | - A Hagendorff
- Klinik und Poliklinik für Kardiologie, Universitätsklinikum Leipzig, Liebigstr. 20, 04103, Leipzig, Germany
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Gruca MM, Cheema B, Garg G, Ryan J, Thomas JD, Rigolin VH, Zielinski AR, Puthumana JJ. Strain echocardiography to describe left ventricular function pre- and postexercise in elite basketball athletes: A feasibility study. Echocardiography 2021; 38:1165-1172. [PMID: 34028863 DOI: 10.1111/echo.15121] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 04/15/2021] [Accepted: 05/07/2021] [Indexed: 12/01/2022] Open
Abstract
BACKGROUND Elite athletes show structural cardiac changes as an adaptation to exercise. Studies examining strain in athletes have largely analyzed images at rest only. There is little data available regarding the change in strain with exercise. Our objectives were: to investigate the feasibility of strain analysis in athletes at peak exercise, to determine the normal range of left ventricular (LV) global longitudinal strain (GLS) within this population postexercise, to describe how LV GLS changes with exercise, and to determine whether any clinical characteristics correlate with the change in GLS that occurs with exercise. METHODS We conducted a cross-sectional study on elite athletes who participated in the 2016-2018 National Basketball Association Draft Combines. Echocardiograms were obtained at rest and after completing a treadmill stress test to maximal exertion or completion of Bruce protocol. Primary outcomes included GLS obtained at rest and peak exercise. Secondary outcome was the change in GLS between rest and exercise. Univariate relationships between various clinical characteristics and our secondary outcome were analyzed. RESULTS Our final cohort (n = 111) was all male and 92/111 (82.9%) were African American. Mean GLS magnitude increased in response to exercise (-17.6 ± 1.8 vs -19.2 ± 2.6, P < .0001). Lower resting heart rates (r = .22, P = .02) and lower heart rates at peak exercise (r = .21, P = .03) correlated with the increase in LV GLS from exercise. CONCLUSIONS Strain imaging is technically feasible to obtain among elite basketball athletes at peak exercise. Normative strain response to exercise from this study may help identify abnormal responses to exercise in athletes.
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Affiliation(s)
- Martin M Gruca
- Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Baljash Cheema
- Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Gaurang Garg
- Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Juliet Ryan
- Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - James D Thomas
- Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Vera H Rigolin
- Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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Mansour MJ, AlJaroudi W, Hamoui O, Chaaban S, Chammas E. Multimodality imaging for evaluation of chest pain using strain analysis at rest and peak exercise. Echocardiography 2018; 35:1157-1163. [PMID: 29648692 DOI: 10.1111/echo.13885] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Exercise stress echocardiography (SE) is commonly used for diagnosing coronary artery disease (CAD). The use of quantitative echocardiographic measures such as strain imaging is expected to improve the sensitivity of conventional SE which relies on the visual diagnosis of wall-motion abnormalities (WMAs). This study is set to demonstrate the added value of resting and exercise strain analysis to detect underlying microangiopathy and inducible myocardial ischemia during a resting and SE in comparison with the results of coronary computed tomographic angiogram (CCTA). METHODS A total of 103 consecutive outpatients from the executive screening program were identified and underwent resting and SE. Global longitudinal strain (GLS) and wall-motion changes at rest and peak exercise were analyzed and compared. Baseline demographics, heart rate, and blood pressure measurements were retrospectively extracted for analysis. CCTA was chosen as an alternative test to match with wall motion and strain imaging. RESULTS Patients who had abnormal CCTA had lower resting GLS (14.85% ± 3.05 vs 17.99% ± 2.88, P-value = .001) when compared to patients with normal CCTA. All patients who had abnormal CCTA had higher wall-motion score index (1.35 ± 0.2 vs 1.00, P-value < .0001) and lower and abnormal peak stress GLS (pGLS) as compared to patients with normal CCTA (14.89% ± 3.35 vs 18.44% ± 4.27, P-value = .007). However, all patients with pGLS ≥ 20% had normal/nonobstructive CCTA. Patients with multiple comorbidities showed reduced and lower values of resting and pGLS (P-value < .0001), suggesting associated subclinical left ventricular dysfunction. CONCLUSIONS Global longitudinal strain offers quantitative interpretation of the resting and SE study, detects underlying subclinical left ventricular dysfunction and a peak stress value more than 20% excludes obstructive CAD on CCTA.
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Affiliation(s)
- Mohamad Jihad Mansour
- Division of Cardiology, Faculty of Medical Sciences, Lebanese University, Hadath, Lebanon.,Division of Cardiovascular Medicine, Clemenceau Medical Center, Beirut, Lebanon
| | - Wael AlJaroudi
- Division of Cardiovascular Medicine, Clemenceau Medical Center, Beirut, Lebanon
| | - Omar Hamoui
- Division of Cardiovascular Medicine, Clemenceau Medical Center, Beirut, Lebanon
| | - Sarah Chaaban
- Division of Cardiovascular Medicine, Clemenceau Medical Center, Beirut, Lebanon
| | - Elie Chammas
- Division of Cardiology, Faculty of Medical Sciences, Lebanese University, Hadath, Lebanon.,Division of Cardiovascular Medicine, Clemenceau Medical Center, Beirut, Lebanon
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