Int J Sports Physiol Perform. 2016 Oct;11(7):959-964. doi: 10.1123/ijspp.2015-0142. Epub 2016 Aug 24.
To employ cluster analysis to assess if cyclists would opt for different strategies in terms of neuromuscular patterns when pedaling at the power output of their second ventilatory threshold (PO) compared with cycling at their maximal power output (PO).
Twenty athletes performed an incremental cycling test to determine their power output (PO and PO; first session), and pedal forces, muscle activation, muscle-tendon unit length, and vastus lateralis architecture (fascicle length, pennation angle, and muscle thickness) were recorded (second session) in PO and PO. Athletes were assigned to 2 clusters based on the behavior of outcome variables at PO and PO using cluster analysis.
Clusters 1 (n = 14) and 2 (n = 6) showed similar power output and oxygen uptake. Cluster 1 presented larger increases in pedal force and knee power than cluster 2, without differences for the index of effectiveness. Cluster 1 presented less variation in knee angle, muscle-tendon unit length, pennation angle, and tendon length than cluster 2. However, clusters 1 and 2 showed similar muscle thickness, fascicle length, and muscle activation. When cycling at PO vs PO, cyclists could opt for keeping a constant knee power and pedal-force production, associated with an increase in tendon excursion and a constant fascicle length.
Increases in power output lead to greater variations in knee angle, muscle-tendon unit length, tendon length, and pennation angle of vastus lateralis for a similar knee-extensor activation and smaller pedal-force changes in cyclists from cluster 2 than in cluster 1.
运用聚类分析评估在达到第二通气阈功率输出(PO)和最大功率输出(PO)时,自行车运动员在蹬踏时的神经肌肉模式是否会选择不同的策略。
20 名运动员进行递增式踏车测试,以确定其功率输出(PO 和 PO;第一阶段),并在 PO 和 PO 时记录蹬踏力、肌肉激活、肌肉-肌腱单元长度和股外侧肌结构(肌束长度、肌纤维羽状角和肌肉厚度)(第二阶段)。根据 PO 和 PO 时的结果变量行为,运动员被分为 2 个聚类,使用聚类分析。
聚类 1(n=14)和聚类 2(n=6)的功率输出和耗氧量相似。与聚类 2 相比,聚类 1 的蹬踏力和膝关节功率增加更大,而效率指数没有差异。聚类 1 的膝关节角度、肌肉-肌腱单元长度、肌纤维羽状角和肌腱长度变化较小。然而,聚类 1 和聚类 2 的肌肉厚度、肌束长度和肌肉激活相似。当在 PO 时与在 PO 时相比,自行车运动员可以选择保持恒定的膝关节功率和蹬踏力产生,同时增加肌腱位移和恒定的肌束长度。
与聚类 1 相比,聚类 2 的膝关节角度、肌肉-肌腱单元长度、肌腱长度和股外侧肌的肌纤维羽状角变化更大,股四头肌激活相似,蹬踏力变化更小,这是由于功率输出增加导致的。