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N of 1:优化检测抵抗训练中个体反应变化的方法

Zac P Robinson¹, Eric R Helms^1,2, Eric T Trexler^1,3

¹Department of Exercise Science and Health Promotion, Muscle Physiology Laboratory, Florida Atlantic University, 777 Glades Road, Boca Raton, FL, 33431, USA.

Sports medicine (Auckland, N.Z.)

|June 15, 2024

概括

了解个人对抗力训练的反应对于个性化的运动处方至关重要. 本综述详细介绍了诸如n-of-1试验等方法,以分析个体训练变异并预测最佳干预措施.

科学领域:

运动科学运动科学
运动医学运动医学
生物统计学生物统计学

背景情况:

传统的抵抗训练研究通常依赖于群体级数据,限制了对个体反应的洞察力.
实践者需要了解个体训练效应,以获得个性化的运动处方.
现有的方法很难将真正的个体反应变异与其他变异源分离开来.

研究的目的:

概述探索抵抗训练中个体反应变化的方法.
讨论用于区分个人训练效应与噪音的统计方法.
探索在个人层面预测最佳干预的方法.

主要方法:

利用新的研究设计,例如参与者接受多次干预的n-of-1试验.
使用统计方法将差异分为信号 (参与者与训练互动) 和噪声 (参与者内部差异).
审查技术以确定差异干预效应的预测因素.

主要成果:

N-of-1试验和适当的统计分析可以有效地检测到对抗力训练的个体反应变化.
将信号与噪声分开,可以识别训练结果中的有意义的个体差异.
个人反应变化的证据支持对个性化运动处方的进一步调查.

结论:

现有方法严格评估个人对抗力训练的反应.
了解个体变异性可以导致更有效和量身定制的运动处方.
未来的研究应该专注于改进这些方法,并确定最佳培训响应的预测因素.

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相关概念视频

Exercise and Muscle Performance

Exercise and Muscle Performance

Exercise induces a range of adaptations in muscle tissue, depending on the type and duration of activity. Such physical training can be broadly categorized into two types: endurance exercises and resistance exercises.
Endurance exercises
Endurance exercises involve running, swimming, or cycling, which require repetitive movements with low force output. When a person engages in endurance exercise, a few noticeable changes occur in their skeletal muscles. For instance, the number of capillaries...