Department of Sport, Physical Activity and Health, University of Basel, 4052 Basel, Switzerland.
Hirslandenklinik, 8032 Zurich, Switzerland.
Genes (Basel). 2023 May 26;14(6):1165. doi: 10.3390/genes14061165.
The training of elite skiers follows a systematic seasonal periodization with a preparation period, when anaerobic muscle strength, aerobic capacity, and cardio-metabolic recovery are specifically conditioned to provide extra capacity for developing ski-specific physical fitness in the subsequent competition period. We hypothesized that periodization-induced alterations in muscle and metabolic performance demonstrate important variability, which in part is explained by gene-associated factors in association with sex and age. A total of 34 elite skiers (20.4 ± 3.1 years, 19 women, 15 men) underwent exhaustive cardiopulmonary exercise and isokinetic strength testing before and after the preparation and subsequent competition periods of the World Cup skiing seasons 2015-2018. Biometric data were recorded, and frequent polymorphisms in five fitness genes, ACE-I/D (rs1799752), TNC (rs2104772), ACTN3 (rs1815739), and PTK2 (rs7460, rs7843014), were determined with specific PCR reactions on collected DNA. Relative percentage changes of cardio-pulmonary and skeletal muscle metabolism and performance over the two seasonal periods were calculated for 160 data points and subjected to analysis of variance (ANOVA) to identify hypothesized and novel associations between performance alterations and the five respective genotypes and determine the influence of age × sex. A threshold of 0.1 for the effect size (h2) was deemed appropriate to identify relevant associations and motivate a post hoc test to localize effects. The preparation and competition periods produced antidromic functional changes, the extent of which varied with increasing importance for anaerobic strength, aerobic performance, cardio-metabolic efficiency, and cardio-metabolic/muscle recovery. Only peak RER (-14%), but not anaerobic strength and peak aerobic performance, and parameters characterizing cardio-metabolic efficiency, differed between the first and last studied skiing seasons because improvements over the preparation period were mostly lost over the competition period. A number of functional parameters demonstrated associations of variability in periodic changes with a given genotype, and this was considerably influenced by athlete "age", but not "sex". This concerned age-dependent associations between periodic changes in muscle-related parameters, such as anaerobic strength for low and high angular velocities of extension and flexion and blood lactate concentration, with rs1799752 and rs2104772, whose gene products relate to sarcopenia. By contrast, the variance in period-dependent changes in body mass and peak VO2 with rs1799752 and rs2104772, respectively, was independent of age. Likely, the variance in periodic changes in the reliance of aerobic performance on lactate, oxygen uptake, and heart rate was associated with rs1815739 independent of age. These associations manifested at the post hoc level in genotype-associated differences in critical performance parameters. ACTN3 T-allele carriers demonstrated, compared to non-carriers, largely different periodic changes in the muscle-associated parameters of aerobic metabolism during exhaustive exercise, including blood lactate and respiration exchange ratio. The homozygous T-allele carriers of rs2104772 demonstrated the largest changes in extension strength at low angular velocity during the preparation period. Physiological characteristics of performance in skiing athletes undergo training period-dependent seasonal alterations the extent of which is largest for muscle metabolism-related parameters. Genotype associations for the variability in changes of aerobic metabolism-associated power output during exhaustive exercise and anaerobic peak power over the preparation and competition period motivate personalized training regimes. This may help to predict and maximize the benefit of physical conditioning of elite skiers based on chronological characteristics and the polymorphisms of the ACTN3, ACE, and TNC genes investigated here.
精英滑雪运动员的训练遵循系统的季节性周期性,包括准备期,在此期间,专门调节无氧肌肉力量、有氧能力和心肺代谢恢复,为随后的比赛期发展滑雪专项体能提供额外的能力。我们假设,周期性变化引起的肌肉和代谢表现的改变表现出重要的可变性,部分原因是与性别和年龄相关的基因相关因素解释的。共有 34 名精英滑雪运动员(20.4 ± 3.1 岁,19 名女性,15 名男性)在 2015-2018 年世界杯滑雪赛季的准备期和随后的比赛期前后接受了心肺运动和等速力量测试。记录了生物计量数据,并通过特定的 PCR 反应确定了五个健身基因 ACE-I/D(rs1799752)、TNC(rs2104772)、ACTN3(rs1815739)和 PTK2(rs7460、rs7843014)中的 160 个数据点的频繁多态性。为了识别假设和新的关联,将心肺和骨骼肌代谢和性能的两个季节性变化的相对百分比变化计算为 160 个数据点,并进行方差分析(ANOVA),以确定性能变化与五个各自基因型之间的关联,并确定年龄×性别影响。将效应大小(h2)的阈值定为 0.1,以确定相关关联,并进行事后测试以定位效应。准备期和比赛期产生了逆行性功能变化,其程度随着无氧力量、有氧性能、心肺代谢效率和心肺代谢/肌肉恢复的重要性而增加。只有峰值呼吸交换率(-14%),而不是无氧力量和峰值有氧性能,以及表征心肺代谢效率的参数,在第一和最后研究的滑雪赛季之间有所不同,因为在准备期的提高在比赛期大部分都丢失了。许多功能参数显示周期性变化的可变性与特定基因型之间存在关联,这受到运动员“年龄”的显著影响,但不受“性别”影响。这涉及到与肌肉相关参数的周期性变化之间的年龄相关性关联,例如低和高角速度伸展和弯曲的无氧力量以及血乳酸浓度与 rs1799752 和 rs2104772 之间的关系,其基因产物与肌肉减少症有关。相比之下,与 rs1799752 和 rs2104772 分别与体重和峰值 VO2 的周期性变化的方差相关,不受年龄影响。可能是由于年龄相关的与乳酸、摄氧量和心率有关的有氧性能的周期性变化与 rs1815739 相关,不受年龄影响。这些关联在事后水平上表现为与基因型相关的关键性能参数的差异。与非携带者相比,ACTN3 T 等位基因携带者在剧烈运动期间的有氧代谢相关参数中表现出与肌肉相关的参数的周期性变化,包括血乳酸和呼吸交换比。在 rs2104772 中纯合 T 等位基因携带者在准备期内以低角速度的伸展强度表现出最大的变化。滑雪运动员的生理表现特征在训练期经历季节性变化,其中肌肉代谢相关参数的变化程度最大。在剧烈运动和无氧峰值功率的准备和比赛期期间,与有氧代谢相关的功率输出变化的基因型关联促使制定个性化的训练方案。这可能有助于根据精英滑雪运动员的年龄特征和此处研究的 ACTN3、ACE 和 TNC 基因的多态性预测和最大化其身体适应的益处。