Cited by 106Body Composition Measurement TechniquesSports Performance and TrainingElectrical and Bioimpedance Tomography

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Bioimpedance and Impedance Vector Patterns as Predictors of League Level in Male Soccer Players

Micheli, Matteo Levi, Pagani, Luca, Marella, Mario, Gulisano, Massimo, Piccoli, Antonio, Angelini, Fabrizio, Burtscher, Martin, Gatterer, Hannes·2014·International Journal of Sports Physiology and Performance

DOI 10.1123/ijspp.2013-0119

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Abstract

Purpose: Bioelectrical-impedance standards (resistance, reactance, and phase angle) are well established for the normal population or in the clinical setting and are considered indicators for cell mass, cell function, and hydration status. However, such standards do not exist for the male soccer population. Therefore, the goal of the current investigation was to provide a set of bioelectrical-impedance data of a large sample of soccer players with different performance levels. Methods: A sample of 893 players, registered in all Italian soccer divisions, was divided into 5 groups according to their performance level. Whole-body impedance measurements were performed during the first half of the competitive period. Besides estimation of body composition, bioelectrical-impedance vector analysis (BIVA) was performed. BIVA does not depend on equations and displays differences in hydration and body-cell mass (BCM). Individual vectors can be classified by using the 50%, 75%, and 95% tolerance ellipse. Results: In comparison with the other divisions and the normal population, the mean vector of the elite level showed a shift to the left (P < .001). Compared with the elite level, players of a lower performance level had lower phase angles, BCM, and fat-free mass. Conclusions: In conclusion, soccer players belong to a specific population. Muscle mass and function, as indicated by BCM and phase angle, increase with increasing performance level. The soccer-specific tolerance ellipses might be used for classifying individual vectors and to define target regions for low-level players.

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Bioelectrical impedance analysis?part I: review of principles and methods
KYLE, U. (2004) · Clinical Nutrition · doi:10.1016/j.clnu.2004.06.004 · Cited by 3,200
Physical and metabolic demands of training and match-play in the elite football player
Bangsbo, J., Mohr, M., & Krustrup, P. (2006) · Journal of Sports Sciences · doi:10.1080/02640410500482529 · Cited by 1,239
Bioelectrical phase angle and impedance vector analysis – Clinical relevance and applicability of impedance parameters
Norman, K., Stobäus, N., Pirlich, M., & Bosy-Westphal, A. (2012) · Clinical Nutrition · doi:10.1016/j.clnu.2012.05.008 · Cited by 1,049
A new method for monitoring body fluid variation by bioimpedance analysis: The RXc graph
Piccoli, A., Rossi, B., Pillon, L., & Bucciante, G. (1994) · Kidney International · doi:10.1038/ki.1994.305 · Cited by 711
Self-citation
Current Status of Body Composition Assessment in Sport: Review and Position Statement on Behalf of the Ad Hoc Research Working Group on Body Composition Health and Performance, Under the Auspices of the I.O.C. Medical Commission
Ackland, T. R., Lohman, T. G., Sundgot-Borgen, J., Maughan, R. J., Meyer, N. L., Stewart, A. D., & Müller, W. (2012) · Sports Medicine · doi:10.2165/11597140-000000000-00000 · Cited by 599
Physical Fitness, Injuries, and Team Performance in Soccer
Árnason, Á., Sigurðsson, S. B., Guðmundsson, Á., Holme, I., Engebretsen, L., & Bahr, R. (2004) · Medicine & Science in Sports & Exercise · doi:10.1249/01.mss.0000113478.92945.ca · Cited by 539
Prediction of body cell mass, fat-free mass, and total body water with bioelectrical impedance analysis: effects of race, sex, and disease
Kotler, D., Burastero, S., Wang, J., & Pierson, R. (1996) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/64.3.489s · Cited by 472
Metabolic Response and Fatigue in Soccer
Bangsbo, J., Iaia, F. M., & Krustrup, P. (2007) · International Journal of Sports Physiology and Performance · doi:10.1123/ijspp.2.2.111 · Cited by 326
Evolution of bioimpedance: a circuitous journey from estimation of physiological function to assessment of body composition and a return to clinical research
Lukaski, H. C. (2013) · European Journal of Clinical Nutrition · doi:10.1038/ejcn.2012.149 · Cited by 306
Nutritional assessment with bioelectrical impedance analysis in maintenance hemodialysis patients.
Chertow, G. M., Lowrie, E. G., Wilmore, D. W., Gonzalez, J., Lew, N. L., Ling, J., Leboff, M. S., Gottlieb, M. N., Huang, W., & Zebrowski, B. (1995) · Journal of the American Society of Nephrology · doi:10.1681/asn.v6175 · Cited by 257

Show all 25 references

Research works printed but not linked: 6

Gatterer H, 2010, J Sports Med Phys Fitness., 50, 109
Silvestre R, 2006, J Strength Cond Res., 20, 962
Kalapotharakos VI, 2006, J Sports Med Phys Fitness., 46, 515
Melchiorri G, 2007, J Sports Med Phys Fitness., 47, 408
Silvestre R, 2006, J Strength Cond Res., 20, 177
Gatterer H, 2011, J Sports Med Phys Fitness., 51, 89

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Authors: Micheli, M. L., Pagani, L., Marella, M., Gulisano, M., Piccoli, A., Angelini, F., Burtscher, M., & Gatterer, H.
Affiliations: University of Florence (IT)
ORCID: Micheli, Matteo Levi
Gulisano, Massimo
Burtscher, Martin
Gatterer, Hannes
Venue: International Journal of Sports Physiology and Performance
Publisher: Human Kinetics
Published: 2014-05
Volume: 9
Issue: 3
Pages: 532-539
ISSN: 1555-0265 (ISSN-L)
1555-0273
DOI: 10.1123/ijspp.2013-0119
OpenAlex: W2140475852
Cited by: 106
References: 25
Citations by year: 2025: 14 · 2024: 12 · 2023: 10 · 2022: 11 · 2021: 15 · 2020: 10 · 2019: 14 · 2018: 8 · 2017: 5 · 2016: 2 · 2015: 2 · 2014: 3
FWCI: 2.66
Type: journal article
Language: en
Open access: closed
Locations: International Journal of Sports Physiology and Performance (publishedVersion)
PubMed (publishedVersion)
Padua Research Archive (University of Padova) (submittedVersion)
Topics: Health Sciences › Medicine › Physiology (medical) › Body Composition Measurement Techniques
Health Sciences › Medicine › Orthopedics and Sports Medicine › Sports Performance and Training
Physical Sciences › Engineering › Electrical and Electronic Engineering › Electrical and Bioimpedance Tomography
Keywords: bioimpedance, bioelectrical impedance vector analysis, soccer players, performance level, body composition, cell mass, phase angle, hydration status, tolerance ellipses, elite athletes, fat-free mass
MeSH terms: Body Composition, Body Water, Competitive Behavior, Humans, Italy, Male, Physical Fitness, Plethysmography, Impedance, Predictive Value of Tests, Soccer, Body Mass Index, Electric Impedance, Adiposity

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Bioimpedance and Impedance Vector Patterns as Predictors of League Level in Male Soccer Players

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