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Manresa-Rocamora A, Sarabia JM, Javaloyes A, Flatt AA, Moya-Ramón M. Heart Rate Variability-Guided Training for Enhancing Cardiac-Vagal Modulation, Aerobic Fitness, and Endurance Performance: A Methodological Systematic Review with Meta-Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:10299. [PMID: 34639599 PMCID: PMC8507742 DOI: 10.3390/ijerph181910299] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 09/25/2021] [Accepted: 09/27/2021] [Indexed: 12/25/2022]
Abstract
PURPOSE This systematic review with meta-analysis was conducted to establish whether heart rate variability (HRV)-guided training enhances cardiac-vagal modulation, aerobic fitness, or endurance performance to a greater extent than predefined training while accounting for methodological factors. METHODS We searched Web of Science Core Collection, Pubmed, and Embase databases up to October 2020. A random-effects model of standardized mean difference (SMD) was estimated for each outcome measure. Chi-square and the I2 index were used to evaluate the degree of homogeneity. RESULTS Accounting for methodological factors, HRV-guided training was superior for enhancing vagal-related HRV indices (SMD+ = 0.50 (95% confidence interval (CI) = 0.09, 0.91)), but not resting HR (SMD+ = 0.04 (95% CI = -0.34, 0.43)). Consistently small but non-significant (p > 0.05) SMDs in favor of HRV-guided training were observed for enhancing maximal aerobic capacity (SMD+ = 0.20 (95% CI = -0.07, 0.47)), aerobic capacity at second ventilatory threshold (SMD+ = 0.26 (95% CI = -0.05, 0.57)), and endurance performance (SMD+ = 0.20 (95% CI = -0.09, 0.48)), versus predefined training. No heterogeneity was found for any of the analyzed aerobic fitness and endurance performance outcomes. CONCLUSION Best methodological practices pertaining to HRV index selection, recording position, and approaches for establishing baseline reference values and daily changes (i.e., fixed or rolling HRV averages) require further study. HRV-guided training may be more effective than predefined training for maintaining and improving vagal-mediated HRV, with less likelihood of negative responses. However, if HRV-guided training is superior to predefined training for producing group-level improvements in fitness and performance, current data suggest it is only by a small margin.
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Affiliation(s)
- Agustín Manresa-Rocamora
- Sports Research Centre, Department of Sport Sciences, Miguel Hernández University of Elche, 03202 Elche, Spain; (A.M.-R.); (J.M.S.); (A.J.)
- Institute for Health and Biomedical Research (ISABIAL Foundation), Miguel Hernandez University, 03550 Alicante, Spain
| | - José Manuel Sarabia
- Sports Research Centre, Department of Sport Sciences, Miguel Hernández University of Elche, 03202 Elche, Spain; (A.M.-R.); (J.M.S.); (A.J.)
- Institute for Health and Biomedical Research (ISABIAL Foundation), Miguel Hernandez University, 03550 Alicante, Spain
| | - Alejandro Javaloyes
- Sports Research Centre, Department of Sport Sciences, Miguel Hernández University of Elche, 03202 Elche, Spain; (A.M.-R.); (J.M.S.); (A.J.)
| | - Andrew A. Flatt
- Department of Health Sciences and Kinesiology, Georgia Southern University (Armstrong Campus), Savannah, GA 31419, USA;
| | - Manuel Moya-Ramón
- Sports Research Centre, Department of Sport Sciences, Miguel Hernández University of Elche, 03202 Elche, Spain; (A.M.-R.); (J.M.S.); (A.J.)
- Institute for Health and Biomedical Research (ISABIAL Foundation), Miguel Hernandez University, 03550 Alicante, Spain
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Javaloyes A, Mateo-March M, Manresa-Rocamora A, Sanz-Quinto S, Moya-Ramón M. The Use of a Smartphone Application in Monitoring HRV during an Altitude Training Camp in Professional Female Cyclists: A Preliminary Study. SENSORS 2021; 21:s21165497. [PMID: 34450939 PMCID: PMC8401324 DOI: 10.3390/s21165497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 08/12/2021] [Accepted: 08/13/2021] [Indexed: 11/20/2022]
Abstract
Altitude training is a common strategy to improve performance in endurance athletes. In this context, the monitoring of training and the athletes’ response is essential to ensure positive adaptations. Heart rate variability (HRV) has been proposed as a tool to evaluate stress and the response to training. In this regard, many smartphone applications have emerged allowing a wide access to recording HRV easily. The purpose of this study was to describe the changes of HRV using a validated smartphone application before (Pre-TC), during (TC), and after (Post-TC) an altitude training camp in female professional cyclists. Training load (TL) and vagal markers of heart rate variability (LnRMSSD, LnRMSSDcv) of seven professional female cyclists before, during, and after and altitude training camp were monitored. Training volume (SMD = 0.80), LnRMSSD (SMD = 1.06), and LnRMSSDcv (SMD = −0.98) showed moderate changes from Pre-TC to TC. Training volume (SMD = 0.74), TL (SMD = 0.75), LnRMSSD (SMD = −1.11) and LnRMSSDcv (SMD = 0.83) showed moderate changes from TC to Post-TC. Individual analysis showed that heart rate variability responded differently among subjects. The use of a smartphone application to measure HRV is a useful tool to evaluate the individual response to training in female cyclists.
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Affiliation(s)
- Alejandro Javaloyes
- Sports Research Centre, Department of Sports Science, Universidad Miguel Hernández de Elche, 03202 Elche, Spain; (A.J.); (A.M.-R.); (S.S.-Q.)
| | | | - Agustín Manresa-Rocamora
- Sports Research Centre, Department of Sports Science, Universidad Miguel Hernández de Elche, 03202 Elche, Spain; (A.J.); (A.M.-R.); (S.S.-Q.)
| | - Santiago Sanz-Quinto
- Sports Research Centre, Department of Sports Science, Universidad Miguel Hernández de Elche, 03202 Elche, Spain; (A.J.); (A.M.-R.); (S.S.-Q.)
| | - Manuel Moya-Ramón
- Sports Research Centre, Department of Sports Science, Universidad Miguel Hernández de Elche, 03202 Elche, Spain; (A.J.); (A.M.-R.); (S.S.-Q.)
- Correspondence: ; Tel.: +34-9656-62-523
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Sanz-Quinto S, Moya-Ramón M, Brizuela G, Rice I, Urbán T, López-Grueso R. Nutritional strategies in an elite wheelchair marathoner at 3900 m altitude: a case report. J Int Soc Sports Nutr 2019; 16:51. [PMID: 31707995 PMCID: PMC6842507 DOI: 10.1186/s12970-019-0321-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2019] [Accepted: 10/31/2019] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Altitude training is a common practice among middle-distance and marathon runners. During acclimatization, sympathetic drive may increase resting metabolic rate (RMR), therefore implementation of targeted nutritional interventions based on training demands and environmental conditions becomes paramount. This single case study represents the first nutritional intervention performed under hypobaric hypoxic conditions (3900 m) in Paralympic sport. These results may elucidate the unique nutritional requirements of upper body endurance athletes training at altitude. CASE PRESENTATION This case study examined the effects of a nutritional intervention on the body mass of a 36-year-old professional wheelchair athlete (silver medalist at the Paralympic Games and 106 victories in assorted road events) during a five-week altitude training camp, divided into pre-altitude at sea level (BN), acclimatization to altitude (Puno, 3860 m) (BH), specific training (W1,2,3,4) and return to sea level (Post) phases. Energy intake (kcal) and body mass (kg) were recorded daily. Results demonstrated significant decrease in body mass between BN and BH (52.6 ± 0.4 vs 50.7 ± 0.5 kg, P < 0.001) which returned to pre-altitude values, upon returning to sea level at Post (52.1 ± 0.5 kg). A greater daily intake was observed during BH (2899 ± 670 kcal) and W1,2,3 (3037 ± 490; 3116 ± 170; 3101 ± 385 kcal) compared to BN (2397 ± 242 kcal, P < 0.01) and Post (2411 ± 137 kcal, P < 0.01). No differences were reported between W4 (2786 ± 375 kcal), BN and Post. The amount of carbohydrates ingested (g · kg- 1) was greater in W1,2,3, (9.6 ± 2.1; 9.9 ± 1.2; 9.6 ± 1.2) than in BN (7.1 ± 1.2) and Post (6.3 ± 0.8, P < 0.001). Effect sizes (Cohen's d) for all variables relative to BN (all time points) exceed a large effect (d > 0.80). CONCLUSIONS These results suggest an elite wheelchair marathoner training at 3860 m required increased nutrient requirements as well as the systematic control needed to re-adapt a nutritional program. Moreover, our findings highlight training and nutritional prescription optimization of elite wheelchair athletes, under challenging environmental conditions.
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Affiliation(s)
- Santiago Sanz-Quinto
- Department of Sport Sciences, Miguel Hernandez University, Elche, Av. de la Universidad s/n, 03202, Elche, Alicante, Spain
| | - Manuel Moya-Ramón
- Department of Sport Sciences, Miguel Hernandez University, Elche, Av. de la Universidad s/n, 03202, Elche, Alicante, Spain.,Department of Sport Sciences, Miguel Hernandez University, Elche, Institute for Health and Biomedical Reaearch (ISABIAL-FISABIO), 03010, Alicante, Spain
| | - Gabriel Brizuela
- Department of Physical Education and Sports, University of Valencia, Gasco Oliag, 3, 46010, Valencia, Spain
| | - Ian Rice
- Department of Kinesiology and Community Health College of Applied Health Sciences, University of Illinois at Urbana-Champaign 2003 Huff Hall, M/C 586, 1206 S. Fourth St, Champaign, IL, 61820, USA
| | - Tomás Urbán
- Department of Sport Sciences, Miguel Hernandez University, Elche, Av. de la Universidad s/n, 03202, Elche, Alicante, Spain
| | - Raúl López-Grueso
- Department of Sport Sciences, Miguel Hernandez University, Elche, Av. de la Universidad s/n, 03202, Elche, Alicante, Spain.
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Sanz-Quinto S, Brizuela G, López-Grueso R, Rice I, Moya-Ramón M. Influence of Training Load on Mood Disturbance at Sea Level and 3900 m Altitude: A Case Study of a Wheelchair Athlete. Sports (Basel) 2018; 6:sports6040122. [PMID: 30360373 PMCID: PMC6316652 DOI: 10.3390/sports6040122] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2018] [Revised: 10/17/2018] [Accepted: 10/22/2018] [Indexed: 11/22/2022] Open
Abstract
The purpose of this case study was to investigate the influence of a training load (TL), oxygen saturation (SO2) and blood pressure (BP) on mood states in a wheelchair marathoner during (7 weeks at sea level (SL), 5 weeks at 3860 m altitude, 1 week returning to SL). TL was obtained with Foster’s equation while mood states were obtained with the Profile of Mood States Questionnaire (POMS). Furthermore, SO2 and BP were assessed upon wakening. SO2 (%) decreased at altitude, compared to SL (88.31 ± 2.46 vs. 98.52 ± 0.11) and increased until the last week at altitude (92.64 ± 1.12). Systolic pressure (SP) increased at altitude compared to pre-altitude (126.0 ± 5.1 vs. 107.6 ± 4.4 mmhg), and was not different from the last week at altitude. Controlling for SO2 and SP, differences were also observed in fatigue (97.66 ± 18.92 vs. 17.39 ± 13.71) and vigor (73.23 ± 8.62 vs. 26.48 ± 11.89) as a function of altitude. Upon return to SL, fatigue, vigor, SO2 and SP returned to pre values. This case study demonstrated the POMS was sensitive to worsening patterns in fatigue and vigor at altitude through a practical survey approach combined with daily physiological assessment.
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Affiliation(s)
| | - Gabriel Brizuela
- Department of Physical and Sports Education, University of Valencia, 46010 Valencia, Spain.
| | - Raúl López-Grueso
- Sport Research Centre, Miguel Hernandez University, 03202 Elche, Spain.
| | - Ian Rice
- Department of Kinesiology and Community Health College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Champaign, IL 61820, USA.
| | - Manuel Moya-Ramón
- Sport Research Centre, Miguel Hernandez University, 03202 Elche, Spain.
- Department of Health Psychology, Miguel Hernandez University, Elche, Institute for Health and Biomedical Research (ISABIAL-FISABIO Foundation), 03010 Alicante, Spain.
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