1
|
Mangini A, Macchi R, Giraud D, Pomportes L, Galantine P, Bertin D, Nicol C, Hays A. Towards a more individualised assessment of post-training fatigue in young footballers. Heliyon 2024; 10:e33626. [PMID: 39027500 PMCID: PMC11255448 DOI: 10.1016/j.heliyon.2024.e33626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 06/24/2024] [Accepted: 06/24/2024] [Indexed: 07/20/2024] Open
Abstract
Despite improvements in training load and fatigue monitoring, fatigue status may adversely affect intrinsic risk factors, particularly in young footballers. This study aimed to better individualise the fatigue effects of a 75-min football training session in young elite male players. Eighteen players (15.6 ± 1.7 years) completed a test battery before and after a football training session. Assessments included capillary blood samples (HCO3 -, lactate, pH), subjective ratings of muscle soreness and fatigue. Functional tests included 30 m field sprint, laboratory drop jump (DJ) and horizontal force-velocity (H-FvP). The k-means method was applied to the first two dimensions of principal component analysis of changes in the H-FvP and DJ tests. Football training resulted in significant physiological changes and functional impairments, in particular an increase in interlimb asymmetry in the DJ test. No significant fatigue effect was found on the H-FvP test data. However, confirming the interest of combining the two tests, cluster analysis revealed two subgroups: In the H-FvP test, Cluster 1 decreased inV ‾ 0 (p < 0.001) andP ‾ max (p < 0.01), while Cluster 2 decreased inF ‾ 0 (p < 0.001). In the DJ test, Cluster 1 decreased in mean velocity (p < 0.01), relative mean and maximum power (p < 0.01) during push-off, while Cluster 2 decreased in relative mean push-off force (p < 0.01) and increased in interlimb asymmetry during braking (p < 0.01). This study highlights the contribution and complementarity of the H-FvP and DJ tests to improve individual screening for fatigue-related functional changes in footballers. Extrapolated values from the H-FvP test led to the identification of two subgroups with opposite fatigue profiles. One subgroup showed increased interlimb asymmetry in DJ, indicating an increased risk of injury with fatigue. These findings highlight the need for individualised fatigue assessment in young footballers.
Collapse
Affiliation(s)
- Adrien Mangini
- Aix-Marseille Univ, CNRS, HIPE Human-Lab (UAR 202324378), Marseille, France
- Aix-Marseille Univ, CNRS, ISM (UMR 7287), Marseille, France
| | - Robin Macchi
- French Institute of Sport (INSEP), Laboratory Sport, Expertise and Performance (EA 7370), Paris, France
| | - Dorian Giraud
- Aix-Marseille Univ, CNRS, HIPE Human-Lab (UAR 202324378), Marseille, France
- Aix-Marseille Univ, CNRS, IUSTI (UMR 7343), Marseille, France
| | - Laura Pomportes
- Aix-Marseille Univ, CNRS, HIPE Human-Lab (UAR 202324378), Marseille, France
| | | | - Denis Bertin
- Aix-Marseille Univ, CNRS, HIPE Human-Lab (UAR 202324378), Marseille, France
- Aix-Marseille Univ, CNRS, ISM (UMR 7287), Marseille, France
| | - Caroline Nicol
- Aix-Marseille Univ, CNRS, ISM (UMR 7287), Marseille, France
| | - Arnaud Hays
- Aix-Marseille Univ, CNRS, HIPE Human-Lab (UAR 202324378), Marseille, France
| |
Collapse
|
2
|
Guekos A, Saxer J, Salinas Gallegos D, Schweinhardt P. Healthy women show more experimentally induced central sensitization compared with men. Pain 2024; 165:1413-1424. [PMID: 38231588 PMCID: PMC11090033 DOI: 10.1097/j.pain.0000000000003144] [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: 06/29/2023] [Revised: 09/14/2023] [Accepted: 10/13/2023] [Indexed: 01/18/2024]
Abstract
ABSTRACT Women more often experience chronic pain conditions than men. Central sensitization (CS) is one key mechanism in chronic pain that can differ between the sexes. It is unknown whether CS processes are already more pronounced in healthy women than in men. In 66 subjects (33 women), a thermal CS induction protocol was applied to the dorsum of one foot and a sham protocol to the other. Spatial extent [cm 2 ] of secondary mechanical hyperalgesia (SMH) and dynamic mechanical allodynia were assessed as subjective CS proxy measures, relying on verbal feedback. Changes in nociceptive withdrawal reflex magnitude (NWR-M) and response rate (NWR-RR) recorded through surface electromyography at the biceps and rectus femoris muscles were used as objective CS proxies. The effect of the CS induction protocol on SMH was higher in women than in men (effect size 2.11 vs 1.68). Nociceptive withdrawal reflex magnitude results were statistically meaningful for women (effect size 0.31-0.36) but not for men (effect size 0.12-0.29). Differences between men and women were not meaningful. Nociceptive withdrawal reflex response rate at the rectus femoris increased in women after CS induction and was statistically different from NWR-RR in men (median differences of 13.7 and 8.4% for 120 and 140% reflex threshold current). The objective CS proxy differences indicate that dorsal horn CS processes are more pronounced in healthy women. The even larger sex differences in subjective CS proxies potentially reflect greater supraspinal influence in women. This study shows that sex differences are present in experimentally induced CS in healthy subjects, which might contribute to women's vulnerability for chronic pain.
Collapse
Affiliation(s)
- Alexandros Guekos
- Integrative Spinal Research, Department of Chiropractic Medicine, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
- Decision Neuroscience Lab, Department of Health Sciences and Technology, Institute of Human Movement Sciences and Sport, ETH Zurich, Zurich, Switzerland
| | - Janis Saxer
- Integrative Spinal Research, Department of Chiropractic Medicine, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
- Department of Biology, ETH Zurich, Zurich, Switzerland
| | - Diego Salinas Gallegos
- Integrative Spinal Research, Department of Chiropractic Medicine, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
- Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
- IQVIA AG, Rotkreuz, Switzerland
| | - Petra Schweinhardt
- Integrative Spinal Research, Department of Chiropractic Medicine, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
- Faculty of Medicine, University of Zurich, Zurich, Switzerland
| |
Collapse
|
3
|
Macchi R, Kunimasa Y, Chavet P, Corcelle B, Pomportes L, Fazzari C, Hays A, Vercruyssen F, Rossi F, Bendahan D, Nicol C. Effect of a graded running race on lower limb muscle damage, jump performance and muscle soreness in men and women. Scand J Med Sci Sports 2024; 34:e14643. [PMID: 38700004 DOI: 10.1111/sms.14643] [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: 01/25/2024] [Revised: 04/02/2024] [Accepted: 04/22/2024] [Indexed: 05/05/2024]
Abstract
PURPOSE Delayed structural and functional recovery after a 20 km graded running race was analyzed with respect to the sex effect. METHODS Thirteen female and 14 male recreational runners completed the race and three test sessions: one before (PRE) and two after, once on Day 1 or 2 (D1-2) and then on Day 3 or 4 (D3-4). Muscle damage was assessed indirectly using ultrasonography to quantify changes in cross-sectional area (CSA) of 10 lower-limb muscles. Delayed onset of muscle soreness (DOMS) was assessed for three muscle groups. Functional recovery was quantified by kinetic analysis of a squat jump (SJ) and a drop jump (DJ) test performed on a sledge ergometer. Linear mixed models were used to assess control group reproducibility and recovery patterns according to sex. RESULTS Regardless of sex, DOMS peaked at D1-2 for all muscle groups and resolved at D3-4. CSA was increased in each muscle group until D3-4, especially in the semimembranosus muscle. A specific increase was found in the short head of the biceps femoris in women. Regardless of sex, SJ and DJ performances declined up to D3-4. Depending on the muscle, positive and/or negative correlations were found between structural and functional changes. Some of these were sex-specific. CONCLUSION Structural and functional recovery was incomplete in both sexes up to D3-4, although DOMS had disappeared. More emphasis should be placed on hamstring muscle recovery. Highlighting the intermuscular compensations that can occur during multi-joint testing tasks, the structural-functional relationships were either positive or negative, muscle- and sex-dependent.
Collapse
Affiliation(s)
- Robin Macchi
- Aix-Marseille Univ, CNRS, ISM, Marseille, France
- Laboratory Sport, Expertise and Performance (EA 7370), French Institute of Sport (INSEP), Paris, France
| | - Yoko Kunimasa
- Aix-Marseille Univ, CNRS, ISM, Marseille, France
- Niigata University, Niigata, Japan
| | | | - Baptiste Corcelle
- Laboratory of Human Motricity, Heath and Sport Expertise (LAMHESS), UPR 6312, University Côte d'Azur, Nice, France
| | - Laura Pomportes
- Aix-Marseille Université, HIPE Human-Lab (UAR202324378), Marseille, France
| | | | - Arnaud Hays
- Aix-Marseille Université, HIPE Human-Lab (UAR202324378), Marseille, France
| | | | - Francesca Rossi
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
- Aix-Marseille Univ, CNRS (UMR 7339), CRMBM, Marseille, France
| | - David Bendahan
- Aix-Marseille Univ, CNRS (UMR 7339), CRMBM, Marseille, France
| | | |
Collapse
|
4
|
Galantine P, Bertin D, Duché P, Hays A. Effect of maturity status on force-velocity relationships in a ballistic lower limb test in high-level soccer players. J Sports Sci 2024; 42:803-813. [PMID: 38899755 DOI: 10.1080/02640414.2024.2366743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Accepted: 06/05/2024] [Indexed: 06/21/2024]
Abstract
This study aimed to investigate the effect of maturity status on force-velocity relationships in a ballistic lower limb (BLL) test in high-level soccer adolescents and young adults. The population was 61 adolescents (13.0-17.9 years) and 23 young adults (18.0-26.2 years). Subjects completed the BLL test on a ballistic ergometer equipped with two force plates and a linear encoder. Following Samozino's method, maximal power output (Pmax), force (F0) and velocity (v0) were determined. An allometric model was applied to Pmax and F0 with body mass (BM) and fat-free mass (FFM). Significant effects of maturity status were found for absolute Pmax, F0, relative Pmax to BM and FFM, relative F0 to FFM and F0 allometrically scaled to BM and FFM (p = 0.02 to p < 0.001; η = 0.10 to η = 0.49). There was no significant effect for Pmax allometrically scaled to BM and FFM, F0 relative to BM and v0. Body dimensions explain group differences in Pmax whereas for F0, qualitative factors explain the differences between the groups. As maturity status and body dimensions influence Pmax, these factors should be considered when assessing explosive short efforts. This could help to better identify potential athletic talent and adapt training content.
Collapse
Affiliation(s)
- Paul Galantine
- Institut des Sciences du Mouvement (ISM), Aix-Marseille Universite, Marseille, France
- Laboratory of 'Jeunesse - Activité Physique et Sport - Santé', Toulon University, Toulon, France
| | - Denis Bertin
- Institut des Sciences du Mouvement (ISM), Aix-Marseille Universite, Marseille, France
- HIPE Human Laboratory, Aix-Marseille Universite, Marseille, France
| | - Pascale Duché
- Laboratory of 'Jeunesse - Activité Physique et Sport - Santé', Toulon University, Toulon, France
| | - Arnaud Hays
- HIPE Human Laboratory, Aix-Marseille Universite, Marseille, France
| |
Collapse
|
5
|
Yang C, Yang Y, Xu Y, Zhang Z, Lake M, Fu W. Whole leg compression garments influence lower limb kinematics and associated muscle synergies during running. Front Bioeng Biotechnol 2024; 12:1310464. [PMID: 38444649 PMCID: PMC10912955 DOI: 10.3389/fbioe.2024.1310464] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 01/19/2024] [Indexed: 03/07/2024] Open
Abstract
The utilization of compression garments (CGs) has demonstrated the potential to improve athletic performance; however, the specific mechanisms underlying this enhancement remain a subject of further investigation. This study aimed to examine the impact of CGs on running mechanics and muscle synergies from a neuromuscular control perspective. Twelve adult males ran on a treadmill at 12 km/h, while data pertaining to lower limb kinematics, kinetics, and electromyography were collected under two clothing conditions: whole leg compression garments and control. The Non-negative matrix factorization algorithm was employed to extract muscle synergy during running, subsequently followed by cluster analysis and correlation analysis. The findings revealed that the CGs increased knee extension and reduced hip flexion at foot strike compared with the control condition. Moreover, CGs were found to enhance stance-phase peak knee extension, while diminishing hip flexion and maximal hip extension during the stance-phase, and the ankle kinematics remained unaltered. We extracted and classified six synergies (SYN1-6) during running and found that only five SYNs were observed after wearing CGs. CGs altered the structure of the synergies and changed muscle activation weights and durations. The current study is the first to apply muscle synergy to discuss the effect of CGs on running biomechanics. Our findings provide neuromuscular evidence for the idea of previous studies that CGs alter the coordination of muscle groups, thereby affecting kinematic characteristics during running.
Collapse
Affiliation(s)
- Chenhao Yang
- School of Exercise and Health, Shanghai University of Sport, Shanghai, China
- Key Laboratory of Exercise and Health Sciences of Ministry of Education, Shanghai University of Sport, Shanghai, China
| | - Yang Yang
- School of Exercise and Health, Shanghai University of Sport, Shanghai, China
- Key Laboratory of Exercise and Health Sciences of Ministry of Education, Shanghai University of Sport, Shanghai, China
| | - Yongxin Xu
- School of Exercise and Health, Shanghai University of Sport, Shanghai, China
- Key Laboratory of Exercise and Health Sciences of Ministry of Education, Shanghai University of Sport, Shanghai, China
| | - Zhenyuan Zhang
- Research Institute for Sport and Exercise Science (RISES), Liverpool John Moores University, Liverpool, United Kingdom
| | - Mark Lake
- Research Institute for Sport and Exercise Science (RISES), Liverpool John Moores University, Liverpool, United Kingdom
| | - Weijie Fu
- School of Exercise and Health, Shanghai University of Sport, Shanghai, China
- Key Laboratory of Exercise and Health Sciences of Ministry of Education, Shanghai University of Sport, Shanghai, China
| |
Collapse
|
6
|
Giraud D, Pomportes L, Nicol C, Bertin D, Gardarein JL, Hays A. Mechanism involved of post-exercise cold water immersion: Blood redistribution and increase in energy expenditure during rewarming. Temperature (Austin) 2024; 11:137-156. [PMID: 38846524 PMCID: PMC11152100 DOI: 10.1080/23328940.2024.2303332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Accepted: 01/03/2024] [Indexed: 06/09/2024] Open
Abstract
Thermogenesis is well understood, but the relationships between cold water immersion (CWI), the post-CWI rewarming and the associated physiological changes are not. This study investigated muscle and systemic oxygenation, cardiorespiratory and hemodynamic responses, and gastrointestinal temperature during and after CWI. 21 healthy men completed randomly 2 protocols. Both protocols consisted of a 48 minutes heating cycling exercise followed by 3 recovery periods (R1-R3), but they differed in R2. R1 lasted 20 minutes in a passive semi-seated position on a physiotherapy table at ambient room temperature. Depending on the protocol, R2 lasted 15 minutes at either ambient condition (R2_AMB) or in a CWI condition at 10°C up to the iliac crest (R2_CWI). R3 lasted 40 minutes at AMB while favoring rewarming after R2_CWI. This was followed by 10 minutes of cycling. Compared to R2_AMB, R2_CWI ended at higherV ˙ O2 in the non-immersed body part due to thermogenesis (7.16(2.15) vs. 4.83(1.62) ml.min-1.kg-1) and lower femoral artery blood flow (475(165) vs. 704(257) ml.min-1) (p < 0.001). Only after CWI, R3 showed a progressive decrease in vastus and gastrocnemius medialis O2 saturation, significant after 34 minutes (p < 0.001). As blood flow did not differ from the AMB protocol, this indicated local thermogenesis in the immersed part of the body. After CWI, a lower gastrointestinal temperature on resumption of cycling compared to AMB (36.31(0.45) vs. 37.30(0.49) °C, p < 0.001) indicated incomplete muscle thermogenesis. In conclusion, the rewarming period after CWI was non-linear and metabolically costly. Immersion and rewarming should be considered as a continuum rather than separate events.
Collapse
Affiliation(s)
- Dorian Giraud
- Faculty of Medical and Paramedical Sciences, Aix-Marseille University, HIPE Human Lab, Marseille, France
- Polytech Marseille, Aix-Marseille University, CNRS, IUSTI, Marseille, France
| | - Laura Pomportes
- Faculty of Sport Science, Aix-Marseille University, CNRS, ISM, Marseille, France
| | - Caroline Nicol
- Faculty of Sport Science, Aix-Marseille University, CNRS, ISM, Marseille, France
| | - Denis Bertin
- Faculty of Medical and Paramedical Sciences, Aix-Marseille University, HIPE Human Lab, Marseille, France
- Faculty of Sport Science, Aix-Marseille University, CNRS, ISM, Marseille, France
| | | | - Arnaud Hays
- Faculty of Medical and Paramedical Sciences, Aix-Marseille University, HIPE Human Lab, Marseille, France
| |
Collapse
|