Relationship between Body Composition and Cardiac Autonomic Regulation in a Large Population of Italian Olympic Athletes

被引:0
|
作者
Lucini, Daniela [1 ,2 ]
Spataro, Antonio [3 ]
Giovanelli, Luca [1 ,2 ,4 ]
Malacarne, Mara [1 ,2 ]
Spada, Raffaella [3 ]
Parati, Gianfranco [5 ,6 ]
Solaro, Nadia [7 ]
Pagani, Massimo [2 ]
机构
[1] Univ Milan, BIOMETRA Dept, I-20129 Milan, Italy
[2] IRCCS, Exercise Med Unit, Ist Auxol Italiano, I-20135 Milan, Italy
[3] Sports Med Inst CONI, Largo G Onesti 1, I-00197 Rome, Italy
[4] IRCCS, Dept Endocrine & Metab Med, Ist Auxol Italiano, I-20149 Milan, Italy
[5] Univ Milano Bicocca, Dept Med & Surg, I-20126 Milan, Italy
[6] IRCCS, Dept Cardiol, Ist Auxol Italiano, I-20149 Milan, Italy
[7] Univ Milano Bicocca, Dept Stat & Quantitat Methods, I-20126 Milan, Italy
来源
JOURNAL OF PERSONALIZED MEDICINE | 2022年 / 12卷 / 09期
关键词
autonomic nervous system; heart rate variability; sport; exercise training; elite athletes; performance; body composition; multivariate statistics; HEART-RATE-VARIABILITY; RESEARCH WORKING GROUP; NERVOUS-SYSTEM; SPECTRAL-ANALYSIS; EXERCISE; PERFORMANCE; CLASSIFICATION; PREDICTOR; STATEMENT; RESPONSES;
D O I
10.3390/jpm12091508
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Athletic performance is determined by many factors, such as cardiorespiratory fitness, muscular strength and psychological features, which all interact simultaneously. The large Italian National Olympic Committee database of Olympic athletes offers a unique healthy population to verify the strength of the interplay among a number of major elements of training, including autonomic nervous system (ANS) modulation, biochemical indicators and body composition, in a system medicine approach. This observational, retrospective study involved 583 individuals. As part of the yearly precompetitive examination, cardiac autonomic (heart rate variability), psychological, physical (cycloergometer stress test), biochemical and body composition (BOD POD) evaluations were performed. In subsequent analysis, we first considered the relationship between body composition and single individual variables in a simple correlation matrix, including a multitude of variables; then, Exploratory Factor Analysis (EFA) restricted the information to six latent domains, each combining congruent information in relation to body composition. Finally, we employed a multiple quantile regression model to evaluate possible relationships between ANSIs (index capable of synthetizing ANS regulation) and the latent domains indicated by EFA reflecting body composition. We observed a clear relationship between ANS and body mass composition parameters, as indicated by both bivariate correlations and the quantile regression result of ANSIs versus the latent domain aggregating mainly body composition data expressed in % (p = 0.002). In conclusion, these results suggest that specific training may elicit parallel adaptation of ANS control and body composition. The analysis of Olympic athletes' data allowed us to obtain a better understanding of the complex, multidimensional factors involved in determining sport performance. The latter appears to be determined by the simultaneous interaction not only of cardiorespiratory fitness, muscular strength and psychological features, but also of ANS cardiovascular modulation and body composition.
引用
收藏
页数:17
相关论文
共 50 条
  • [31] The relationship between body composition, training and race performance in a group of Thoroughbred flat racehorses
    Fonseca, R. G.
    Kenny, D. A.
    Hill, E. W.
    Katz, L. M.
    EQUINE VETERINARY JOURNAL, 2013, 45 (05) : 552 - 557
  • [32] Relationship between ventilatory function and age in master athletes and a sedentary reference population
    Degens, Hans
    Maden-Wilkinson, Thomas Mark
    Ireland, Alex
    Korhonen, Marko T.
    Suominen, Harri
    Heinonen, Ari
    Radak, Zsolt
    McPhee, Jamie S.
    Rittweger, Joern
    AGE, 2013, 35 (03) : 1007 - 1015
  • [33] The Association between Rapid Weight Loss and Body Composition in Elite Combat Sports Athletes
    Baranauskas, Marius
    Kupciunaite, Ingrida
    Stukas, Rimantas
    HEALTHCARE, 2022, 10 (04)
  • [34] Relationship between ischemic stroke location and autonomic cardiac function
    Chen, Chien-Fu
    Lin, Hsiu-Fen
    Lin, Ruey-Tay
    Yang, Yi-Hsin
    Lai, Chiou-Lian
    JOURNAL OF CLINICAL NEUROSCIENCE, 2013, 20 (03) : 406 - 409
  • [35] Relationship between body composition, body mass index and bone mineral density in a large population of normal, osteopenic and osteoporotic women
    Andreoli, A.
    Bazzocchi, A.
    Celi, M.
    Lauro, D.
    Sorge, R.
    Tarantino, U.
    Guglielmi, G.
    RADIOLOGIA MEDICA, 2011, 116 (07): : 1115 - 1123
  • [36] Relations between insulin sensitivity, fitness and autonomic cardiac regulation in healthy, young men
    Reims, HM
    Sevre, K
    Fossum, E
    Hoieggen, A
    Mellem, H
    Kjeldsen, SE
    JOURNAL OF HYPERTENSION, 2004, 22 (10) : 2007 - 2015
  • [37] Gender differences in the relationship between depression and cardiac autonomic function among community elderly
    Chen, Hsi-Chung
    Yang, Cheryl C. H.
    Kuo, Terry B. J.
    Su, Tung-Ping
    Chou, Pesus
    INTERNATIONAL JOURNAL OF GERIATRIC PSYCHIATRY, 2010, 25 (03) : 314 - 322
  • [38] Observational and genetic evidence support a relationship between cardiac autonomic function and blood pressure
    Chen, Zekai
    Wang, Siqi
    He, Zhen
    Tegegne, Balewgizie S.
    van Roon, Arie M.
    Holtjer, Judith C. S.
    van der Harst, Pim
    Snieder, Harold
    Thio, Chris H. L.
    FRONTIERS IN CARDIOVASCULAR MEDICINE, 2023, 10
  • [39] Dose-Effect Relationship Between Mild Levels of Hypergravity and Autonomic Circulatory Regulation
    Ueda, Kaname
    Ogawa, Yojiro
    Yanagida, Ryo
    Aoki, Ken
    Iwasaki, Ken-ichi
    AEROSPACE MEDICINE AND HUMAN PERFORMANCE, 2015, 86 (06) : 535 - 540
  • [40] Elite athletes in aesthetic and Olympic weight-class sports and the challenge of body weight and body composition
    Sundgot-Borgen, Jorunn
    Garthe, Ina
    JOURNAL OF SPORTS SCIENCES, 2011, 29 : S101 - S114