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.
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页数:17
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