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Fukuoka AH, Oliveira NM, Matias CN, Guariglia DA, Guerra‐Júnior G, Gonçalves EM. Association between muscle-localized bioelectrical impedance analysis parameters and performance in a multi-set exercise on the isokinetic dynamometer in young women. Eur J Sport Sci 2024; 24:1319-1327. [PMID: 39106159 PMCID: PMC11369348 DOI: 10.1002/ejsc.12167] [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: 12/12/2023] [Revised: 05/11/2024] [Accepted: 06/24/2024] [Indexed: 08/09/2024]
Abstract
This study aimed to verify the relationship between changes in thigh muscle-localized bioelectrical impedance analysis (ML-BIA) parameters and performance in a multiple-set exercise. The sample consisted of 30 female university students (22.1 ± 3.2 years). The ML-BIA parameters, including localized muscle resistance (ML-R), reactance (ML-Xc), and phase angle (ML-AngF), were evaluated using a tetrapolar bioelectric impedance device operating at a frequency of 50 KHz. The multiple sets protocol was performed with an isokinetic dynamometer. For body composition, total and leg lean soft tissue (LST) were evaluated using dual X-ray absortiometry. Student's t-test for paired samples was used to compare the ML-BIA parameters and thigh circumference pre and postexercise. Linear regression analysis was performed to verify the ∆ML-PhA as a predictor of peak torque for the three sets alone while controlling for total and leg LST. There were differences in the ML-R (∆ = 0.02 ± 1.45 Ω; p = 0.001; and E.S = 0.19), ML-Xc (∆ = 2.90 ± 4.12 Ω; p = 0.043; and E.S = 0.36), and thigh circumference (∆ = 0.82 ± 0.60 cm; p < 0.001; and E.S = 0.16) pre- and post-multiple sets. ΔML-PhA was a predictor of performance in the first set (p = 0.002), regardless of total and leg LST. However, the ΔML-PhA lost its explanatory power in the other sets (second and third), and the variables that best explained performance were total and leg LST. The ML-BIA (ML-R and ML-Xc) parameters were sensitive and changed after the multiple sets protocol, and the ΔML-PhA was a predictor of performance in the first set regardless of the total and leg LST.
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Affiliation(s)
- Aryanne H. Fukuoka
- Health Sciences CenterState University of Northern Parana (UENP)JacarezinhoParanaBrazil
- Laboratory of Growth and Development (LabCreD)Center for Investigation in Pediatrics (CIPED)School of Medical Sciences (FCM)State University of Campinas (UNICAMP)CampinasSao PauloBrazil
| | - Núbia M. Oliveira
- Laboratory of Growth and Development (LabCreD)Center for Investigation in Pediatrics (CIPED)School of Medical Sciences (FCM)State University of Campinas (UNICAMP)CampinasSao PauloBrazil
| | - Catarina N. Matias
- CIDEFES: Centro de Investigação em Desporto, Educação Física, Exercício e SaúdeUniversidade LusófonaLisbonPortugal
| | - Débora A. Guariglia
- Health Sciences CenterState University of Northern Parana (UENP)JacarezinhoParanaBrazil
| | - Gil Guerra‐Júnior
- Laboratory of Growth and Development (LabCreD)Center for Investigation in Pediatrics (CIPED)School of Medical Sciences (FCM)State University of Campinas (UNICAMP)CampinasSao PauloBrazil
| | - Ezequiel M. Gonçalves
- Health Sciences CenterState University of Northern Parana (UENP)JacarezinhoParanaBrazil
- Laboratory of Growth and Development (LabCreD)Center for Investigation in Pediatrics (CIPED)School of Medical Sciences (FCM)State University of Campinas (UNICAMP)CampinasSao PauloBrazil
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Short T, Yamada PM. Maximal Running Speed and Critical Speed Are Positively Related to Phase Angle in Healthy Young Adults. INTERNATIONAL JOURNAL OF EXERCISE SCIENCE 2024; 17:405-417. [PMID: 38665855 PMCID: PMC11042853 DOI: 10.70252/ythn9269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 03/15/2025]
Abstract
Phase Angle (PhA), derived from bioelectrical impedance analysis, is a measurement of cellular resistance to electrical current and a non-invasive tool to monitor neuromuscular performance. The relationship between PhA and components of athletic performance is not fully understood. The purpose of this study was to determine if maximal running speed, critical speed (CS), and/or D prime (D') derived from a 3-minute all-out-test (3MAOT) correlates to PhA, reactance (Xc), or resistance (R). Sixty-one (male n=35, female n=26) healthy young adults (23.4±3.9 years) completed bioelectrical impedance analysis (Inbody770) and a 3MAOT. The correlations between PhA, Xc, and R and 3MAOT results were evaluated using correlations. Simple and multiple linear-regressions were used to test if results from the 3MAOT (maximum running speed, CS, D') could predict PhA. Linear regression analysis indicated that maximum running speed and CS alone explained 32% and 9% of the variance in PhA, respectively (R2=0.32, p<0.05; R2=0.09, p<0.05). Multiple linear regression indicated that maximum running speed, CS, and D' explained 35% of the variance in PhA (R2=0.35; p<0.05). Only maximum running speed remained a significant predictor of PhA after controlling for age (β=0.45; p<0.05), but not after controlling for both age and sex (β=0.14; p>0.05). Since maximum running speed was a stronger predictor of PhA compared to CS (proxy for endurance performance), practitioners should use discernment when using PhA as a readiness tool to monitor endurance performance.
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Affiliation(s)
- Trevor Short
- Human Performance Laboratory, Department of Kinesiology & Rehabilitation Science, University of Hawai'i-Mānoa, Honolulu, HI, USA
| | - Paulette M Yamada
- Human Performance Laboratory, Department of Kinesiology & Rehabilitation Science, University of Hawai'i-Mānoa, Honolulu, HI, USA
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Kostka T, Kostka J. Feasibility and Reliability of Quadriceps Muscle Power and Optimal Movement Velocity Measurements in Different Populations of Subjects. BIOLOGY 2024; 13:140. [PMID: 38534410 DOI: 10.3390/biology13030140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/14/2024] [Revised: 02/19/2024] [Accepted: 02/20/2024] [Indexed: 03/28/2024]
Abstract
This study aimed to assess the feasibility and reliability of quadriceps maximal short-term power (Pmax) and corresponding optimal movement velocity (υopt-velocity at which the power reaches a maximum value) measurements in different populations of subjects. Five groups of subjects, fifty participants in each group, took part in the study: students; patients of the cardiac rehabilitation program; patients after stroke; older adults; and subjects of different ages who performed repetitive measurements with two different bicycles. The correlations calculated for the pairs of scores ranged from 0.93 to 0.99 for Pmax and from 0.86 to 0.96 for υopt (all with p < 0.001). Intraclass Correlations Coefficients (ICCs) varied from 0.93 to 0.98 for Pmax and from 0.86 to 0.95 for υopt. The standard error of measurement (SEM) varied from 16.9 to 21.4 W for Pmax and from 2.91 to 5.54 rotations(rot)/min for υopt. The coefficients of variation (CVs or SEM%) for Pmax and υopt in the stroke group were 10.6% and 11.4%, respectively; all other CVs were clearly lower than 10%. The minimal detectable change (MDC) varied from 46.6 to 59.3 W for Pmax and from 8.07 to 15.4 rot/min for υopt. MDC% varied from 9.53% to 29.3% for Pmax and from 8.19% to 31.7% for υopt, and was the highest in the stroke group. Therefore, the precision of measurements of Pmax and υopt was confirmed by very good indices of absolute and relative reliability. The proposed methodology is precise, safe, not time-consuming and feasible in older subjects and those with diseases.
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Affiliation(s)
- Tomasz Kostka
- Department of Geriatrics, Medical University of Lodz, Plac Hallera 1, 90-647 Łódź, Poland
| | - Joanna Kostka
- Department of Gerontology, Medical University of Lodz, Milionowa 14, 93-113 Łódź, Poland
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Cunha TA, Lopes MMGD, de Araújo Brito AN, Vermeulen-Serpa KM, de Lima Vale SH, Brandão-Neto J, Leite-Lais L. Phase Angle and Bioelectrical Impedance Vector Analysis (BIVA) in Amyotrophic Lateral Sclerosis (ALS) Patients. APPLIED SCIENCES 2024; 14:1545. [DOI: 10.3390/app14041545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2025]
Abstract
Phase angle (PhA) and bioelectrical impedance vector analysis (BIVA) have emerged as valuable tools for assessing nutritional status and prognosis in various patient populations, but there is a lack of studies in rare neurodegenerative diseases. The purpose of this cross-sectional study was to investigate these bioelectrical parameters in patients with amyotrophic lateral sclerosis (ALS), compared with healthy peers. The tetrapolar impedance method was applied and bioimpedance analysis (BIA) was performed. Bioelectrical parameters were obtained (Resistance—R; Reactance—Xc) or calculated (PhA; BIVA). For BIVA, bivariate vectors and confidence ellipses were graphically represented. In addition, R and Xc were used to determine body composition (BC) (Fat Mass—FM; Fat-Free Mass—FFM; and Total Body Water—TBW). In this study, 40 participants were divided into two groups: case group (n = 20, ALS patients) and control group (n = 20, healthy subjects. Our main results showed that ALS patients presented low levels of BMI, FFM, R, and Xc adjusted by height (R/H, Xc/H), hydration, and cellularity, compared to the healthy subjects. Our findings highlight BC and bioelectrical parameters, including PhA and BIVA, as valuable indicators of nutrition status, which should be implemented in the nutrition care process of ALS patients during the disease course.
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Affiliation(s)
- Thais Alves Cunha
- Postgraduate Health Sciences Program, Federal University of Rio Grande do Norte, Natal 59078-970, RN, Brazil
| | | | - Acsa Nara de Araújo Brito
- Postgraduate Health Sciences Program, Federal University of Rio Grande do Norte, Natal 59078-970, RN, Brazil
| | | | | | - José Brandão-Neto
- Postgraduate Health Sciences Program, Federal University of Rio Grande do Norte, Natal 59078-970, RN, Brazil
| | - Lucia Leite-Lais
- Departament of Nutrition, Federal University of Rio Grande do Norte, Natal 59078-970, RN, Brazil
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Oliveira NM, Fukuoka AH, Matias CN, Guerra-Júnior G, Gonçalves EM. Is muscle localized phase angle an indicator of muscle power and strength in young women? Physiol Meas 2023; 44:125007. [PMID: 38029441 DOI: 10.1088/1361-6579/ad10c5] [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: 08/10/2023] [Accepted: 11/29/2023] [Indexed: 12/01/2023]
Abstract
Objective. This study aimed to investigate the capacity of the bioelectrical muscle localized phase angle (ML-PhA) as an indicator of muscle power and strength compared to whole body PhA (WB-PhA).Approach. This study assessed 30 young women (22.1 ± 3.2 years) for muscle power and strength using the Wingate test and isokinetic dynamometer, respectively. Bioimpedance analysis at 50 kHz was employed to assess WB-PhA and ML-PhA. Lean soft tissue (LST) and fat mass (FM) were quantified using dual x-ray absorptiometry. Performance values were stratified into tertiles for comparisons. Regression and mediation analysis were used to test WB-PhA and ML-PhA as performance predictors.Main results. Women in the second tertile of maximum muscle power demonstrated higher ML-PhA values than those in first tertile (13.6° ± 1.5° versus 11.5° ± 1.5°,p= 0.031). WB-PhA was a predictor of maximum muscle power even after adjusting for LST and FM (β= 0.40,p= 0.039). ML-PhA alone predicted average muscle power (β= 0.47,p= 0.008). FM percentage was negatively related to ML-PhA and average muscle power, and it mediated their relationship (b= 0.14; bias-corrected and accelerated 95% confidence interval: 0.007-0.269).Significance. PhA values among tertiles demonstrated no differences and no correlation for strength variables. The results revealed that both WB and ML-PhA may be markers of muscle power in active young women.
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Affiliation(s)
- Núbia Maria Oliveira
- Laboratory of Growth and Development (LabCreD)-Center for Investigation in Pediatrics (CIPED)-School of Medical Sciences (FCM)-State University of Campinas (UNICAMP), Campinas, Sao Paulo, Brazil
| | - Aryanne Hydeko Fukuoka
- Multiuser Laboratory of Biodynamics of Human Movement-Health Sciences Center-State University of Northern Parana (UENP), Jacarezinho, Parana, Brazil
| | | | - Gil Guerra-Júnior
- Laboratory of Growth and Development (LabCreD)-Center for Investigation in Pediatrics (CIPED)-School of Medical Sciences (FCM)-State University of Campinas (UNICAMP), Campinas, Sao Paulo, Brazil
| | - Ezequiel Moreira Gonçalves
- Multiuser Laboratory of Biodynamics of Human Movement-Health Sciences Center-State University of Northern Parana (UENP), Jacarezinho, Parana, Brazil
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Duarte Martins A, Paulo Brito J, Batalha N, Oliveira R, Parraca JA, Fernandes O. Phase angle as a key marker of muscular and bone quality in community-dwelling independent older adults: A cross-sectional exploratory pilot study. Heliyon 2023; 9:e17593. [PMID: 37539181 PMCID: PMC10395046 DOI: 10.1016/j.heliyon.2023.e17593] [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: 02/11/2023] [Revised: 06/18/2023] [Accepted: 06/21/2023] [Indexed: 08/05/2023] Open
Abstract
The aim of the present cross-sectional exploratory pilot study was to analyze the ability of the Phase Angle (PhA) to predict physical function, muscle strength and bone indicators, upon adjusting for potential confounders [age, sex, lean mass, and body mass index (BMI)]. This study included 56 physically independent older adults (age, 68.29 ± 3.01 years; BMI, 28.09 ± 4.37 kg/m2). A multi-frequency segmental bioelectrical impedance analysis was used to measure PhA at 50 KHz. Additionally, physical function was assessed through four functional capacity tests [30-sec chair-stand; seated medicine ball throw (SMBT); timed up & go; and 6-min walking test (6 MWT)], muscle strength through the handgrip test (dominant side) and maximal isokinetic strength of the dominant knee flexor and extensor. Moreover, bone indicators and body composition were assessed through the dual energy X-ray absorptiometry. PhA was significantly associated with SMBT (r = 0.375, effect size (ES) = moderate); 6 MWT (r = 0.396, ES = moderate); 30-sec chair-stand (rho = 0.314, ES = moderate); knee extension (rho = 0.566, ES = large) and flexion (r = 0.459, ES = moderate); handgrip (rho = 0.432, ES = moderate); whole-body bone mineral content (BMC) (r = 0.316, ES = moderate); femoral neck BMC (r = 0.469, ES = moderate); and femoral neck bone mineral density (BMD) (rho = 0.433, ES = moderate). Additionally, the results of multiple regression analysis demonstrated that PhA is significantly associated with SMBT (p < 0.001; R2 = 0.629), 6 MWT (p = 0.004; R2 = 0.214), knee extension (p < 0.001; R2 = 0.697), knee flexion (p < 0.001; R2 = 0.355), handgrip test (p < 0.001; R2 = 0.774), whole-body BMC (p < 0.001; R2 = 0.524), femoral neck BMC (p = 0.001; R2 = 0.249), and femoral neck BMD (p = 0.020; R2 = 0.153). The results of the preliminary analysis suggested that PhA is linked to muscle strength and some factors related to physical function and bone quality in community-dwelling older adults.
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Affiliation(s)
- Alexandre Duarte Martins
- Comprehensive Health Research Centre (CHRC), Departamento de Desporto e Saúde, Escola de Saúde e Desenvolvimento Humano, Universidade de Évora, Largo Dos Colegiais, 7000-727, Évora, Portugal
- Life Quality Research Centre, 2040-413, Rio Maior, Portugal
| | - João Paulo Brito
- Life Quality Research Centre, 2040-413, Rio Maior, Portugal
- Sports Science School of Rio Maior, Polytechnic Institute of Santarém, 2040-413, Rio Maior, Portugal
- Research Centre in Sport Sciences, Health Sciences and Human Development, 5001-801, Vila Real, Portugal
| | - Nuno Batalha
- Comprehensive Health Research Centre (CHRC), Departamento de Desporto e Saúde, Escola de Saúde e Desenvolvimento Humano, Universidade de Évora, Largo Dos Colegiais, 7000-727, Évora, Portugal
| | - Rafael Oliveira
- Life Quality Research Centre, 2040-413, Rio Maior, Portugal
- Sports Science School of Rio Maior, Polytechnic Institute of Santarém, 2040-413, Rio Maior, Portugal
- Research Centre in Sport Sciences, Health Sciences and Human Development, 5001-801, Vila Real, Portugal
| | - Jose A. Parraca
- Comprehensive Health Research Centre (CHRC), Departamento de Desporto e Saúde, Escola de Saúde e Desenvolvimento Humano, Universidade de Évora, Largo Dos Colegiais, 7000-727, Évora, Portugal
| | - Orlando Fernandes
- Comprehensive Health Research Centre (CHRC), Departamento de Desporto e Saúde, Escola de Saúde e Desenvolvimento Humano, Universidade de Évora, Largo Dos Colegiais, 7000-727, Évora, Portugal
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Varanoske AN, Harris MN, Hebert C, Johannsen NM, Heymsfield SB, Greenway FL, Ferrando AA, Rood JC, Pasiakos SM. Bioelectrical impedance phase angle is associated with physical performance before but not after simulated multi-stressor military operations. Physiol Rep 2023; 11:e15649. [PMID: 36949577 PMCID: PMC10033850 DOI: 10.14814/phy2.15649] [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: 02/02/2023] [Revised: 02/28/2023] [Accepted: 03/01/2023] [Indexed: 03/24/2023] Open
Abstract
Physical performance decrements observed during multi-stressor military operations may be attributed, in part, to cellular membrane dysfunction, which is quantifiable using phase angle (PhA) derived from bioelectrical impedance analysis (BIA). Positive relationships between PhA and performance have been previously reported in cross-sectional studies and following longitudinal exercise training programs, but whether changes in PhA are indicative of acute decrements in performance during military operations is unknown. Data from the Optimizing Performance for Soldiers II study, a clinical trial examining the effects of exogenous testosterone administration on body composition and performance during military stress, was used to evaluate changes in PhA and their associations with physical performance. Recreationally active, healthy males (n = 34; 26.6 ± 4.3 years; 77.9 ± 12.4 kg) were randomized to receive testosterone undecanoate or placebo before a 20-day simulated military operation, which was followed by a 23-day recovery period. PhA of the whole-body (Whole) and legs (Legs) and physical performance were measured before (PRE) and after (POST) the simulated military operation as well as in recovery (REC). Independent of treatment, PhAWhole and PhALegs decreased from PRE to POST (p < 0.001), and PhALegs , but not PhAWhole , remained lower at REC than PRE. PhAWhole at PRE and REC were associated with vertical jump height and Wingate peak power (p < 0.001-0.050), and PhAWhole at PRE was also associated with 3-RM deadlift mass (p = 0.006). However, PhA at POST and changes in PhA from PRE to POST were not correlated with any performance measure (p > 0.05). Additionally, PhA was not associated with aerobic performance at any timepoint. In conclusion, reduced PhA from PRE to POST provides indirect evidence of cellular membrane disruption. Associations between PhA and strength and power were only evident at PRE and REC, suggesting PhA may be a useful indicator of strength and power, but not aerobic capacity, in non-stressed conditions, and not a reliable indicator of physical performance during severe physiological stress.
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Affiliation(s)
- Alyssa N. Varanoske
- Military Performance Division, U.S. Army Research Institute of Environmental MedicineNatickMassachusettsUSA
- Oak Ridge Institute for Science and EducationOak RidgeTennesseeUSA
| | - Melissa N. Harris
- Pennington Biomedical Research CenterLouisiana State UniversityBaton RougeLouisianaUSA
| | - Callie Hebert
- Pennington Biomedical Research CenterLouisiana State UniversityBaton RougeLouisianaUSA
| | - Neil M. Johannsen
- Pennington Biomedical Research CenterLouisiana State UniversityBaton RougeLouisianaUSA
| | - Steven B. Heymsfield
- Pennington Biomedical Research CenterLouisiana State UniversityBaton RougeLouisianaUSA
| | - Frank L. Greenway
- Pennington Biomedical Research CenterLouisiana State UniversityBaton RougeLouisianaUSA
| | - Arny A. Ferrando
- Department of Geriatrics, Donald W. Reynolds Institute on Aging, Center for Translational Research in Aging & LongevityUniversity of Arkansas for Medical SciencesLittle RockArkansasUSA
| | - Jennifer C. Rood
- Pennington Biomedical Research CenterLouisiana State UniversityBaton RougeLouisianaUSA
| | - Stefan M. Pasiakos
- Military Performance Division, U.S. Army Research Institute of Environmental MedicineNatickMassachusettsUSA
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Martins F, França C, Henriques R, Ihle A, Przednowek K, Marques A, Lopes H, Sarmento H, Gouveia ÉR. Body composition variations between injured and non-injured professional soccer players. Sci Rep 2022; 12:20779. [PMID: 36456608 PMCID: PMC9715542 DOI: 10.1038/s41598-022-24609-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2022] [Accepted: 11/17/2022] [Indexed: 12/02/2022] Open
Abstract
Professional soccer is characterized by its physical demands, making players' exposure to high injury risks a growing problem. It is crucial to study the factors associated with injuries in professional soccer. This study aimed to investigate the relationship between age, body composition, and others variables related with the injury profile of professional soccer players of a specific Portuguese team. Also, it analyzed the impact of the injury profile on soccer's variations in body fat (BF%), skeletal muscle mass (SMM) and total body water (TBW) throughout the season. The sample comprised 31 male professional soccer players competing in the First Portuguese Soccer League. Older players had a higher prevalence of muscular injuries. Midfielders and forwards showed the highest number of muscular injuries during the season being quadriceps the most affected zone. Considering players' BF% [Wilks' Lambda = 0.42, F (7, 23) = 4.61, p = 0.002, r = 0.58], SMM [Wilks' Lambda = 0.59, F (6, 23) = 2.70, p = 0.039, r = 0.41] and TBW [Wilks' Lambda = 0.54, F (7, 23) = 2.80, p = 0.029, r = 0.46] there was a substantial main effect for the assessments performed throughout the season and the injury status. Age assumes relevance in explaining the injury profile. The impact of the injury profile on soccer's variations in BF%, SMM and TBW throughout the season must be analyzed considering the clinical relevance.
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Affiliation(s)
- Francisco Martins
- grid.26793.390000 0001 2155 1272Department of Physical Education and Sport, University of Madeira, Funchal, Portugal ,LARSYS, Interactive Technologies Institute, Funchal, Portugal
| | - Cíntia França
- grid.26793.390000 0001 2155 1272Department of Physical Education and Sport, University of Madeira, Funchal, Portugal ,LARSYS, Interactive Technologies Institute, Funchal, Portugal ,grid.513237.1Research Center in Sports Sciences, Health Sciences, and Human Development (CIDESD), 5000-801 Vila Real, Portugal
| | | | - Andreas Ihle
- grid.8591.50000 0001 2322 4988Department of Psychology, University of Geneva, 1205 Geneva, Switzerland ,grid.8591.50000 0001 2322 4988Center for the Interdisciplinary Study of Gerontology and Vulnerability, University of Geneva, 1205 Geneva, Switzerland ,grid.425888.b0000 0001 1957 0992Swiss National Centre of Competence in Research LIVES—Overcoming Vulnerability: Life Course Perspectives, 1015 Lausanne, Switzerland
| | - Krzysztof Przednowek
- grid.13856.390000 0001 2154 3176Institute of Physical Culture Sciences, Medical College of Rzeszów University, Rzeszów University, Rzeszów, Poland
| | - Adilson Marques
- grid.9983.b0000 0001 2181 4263Centro Interdisciplinar de Estudo da Performance Humana, Faculdade de Motricidade Humana, Universidade de Lisboa, 1499-002 Lisbon, Portugal ,grid.9983.b0000 0001 2181 4263ISAMB, University of Lisbon, 1649-020 Lisbon, Portugal
| | - Hélder Lopes
- grid.26793.390000 0001 2155 1272Department of Physical Education and Sport, University of Madeira, Funchal, Portugal ,grid.513237.1Research Center in Sports Sciences, Health Sciences, and Human Development (CIDESD), 5000-801 Vila Real, Portugal
| | - Hugo Sarmento
- grid.8051.c0000 0000 9511 4342Research Unit for Sport and Physical Activity (CIDAF), Faculty of Sport Sciences and Physhical Education, University of Coimbra, Coimbra, Portugal
| | - Élvio Rúbio Gouveia
- grid.26793.390000 0001 2155 1272Department of Physical Education and Sport, University of Madeira, Funchal, Portugal ,LARSYS, Interactive Technologies Institute, Funchal, Portugal ,grid.425888.b0000 0001 1957 0992Swiss National Centre of Competence in Research LIVES—Overcoming Vulnerability: Life Course Perspectives, 1015 Lausanne, Switzerland
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