CHANGES IN MUSCLE QUALITY FOLLOWING SHORT-TERM RESISTANCE TRAINING IN OLDER ADULTS: A COMPARISON OF ECHO INTENSITY AND TEXTURE ANALYSIS

Kevan S Knowles, Jason I Pagan, Jonathan P Beausejour, Scott J Mongold, Abigail W Anderson, Jeffrey R Stout, Matt S Stock
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Abstract

Background: Skeletal muscle echo intensity (EI) is associated with functional outcomes in older adults, but resistance training interventions have shown mixed results. Texture analysis has been proposed as a novel approach for assessing muscle quality, as it captures spatial relationships between pixels. Purpose: To examine changes in first-order (EI) and second-order (texture) features of muscle quality following lower-body resistance training in older adults. Methods: Twelve older adults (2 males, 10 females; mean age = 70 years) completed 6 weeks of progressive resistance training, consisting of twice-weekly sessions at 85% of estimated 1RM. Pre- and post-intervention assessments included ultrasound imaging of the rectus femoris (RF) and vastus lateralis (VL), 5-repetition maximum (5RM) leg extension strength, and maximal voluntary isometric contraction (MVIC) force. Ultrasound images were analyzed for EI and texture features using gray-level co-occurrence matrix (GLCM) analysis. Results: Large improvements were observed in 5RM leg extension strength (p < 0.001, d = 2.09), MVIC force (p = 0.006, d = 0.969), and RF EI (uncorrected: p = 0.003, d = 0.727; corrected: p = 0.012, d = 0.864). No significant changes were observed in muscle size, VL EI, or texture features for either muscle. Conclusions: Short-term resistance training improved strength and RF muscle quality as measured by EI. However, texture analysis features were not sensitive to changes following training. These findings suggest that traditional EI measures may be more appropriate than texture analysis for tracking changes in muscle quality following resistance training in older adults.
老年人短期阻力训练后肌肉质量的变化:回声强度和纹理分析的比较
背景:骨骼肌回声强度(EI)与老年人的功能结果相关,但阻力训练干预的结果却好坏参半。有人提出纹理分析是评估肌肉质量的一种新方法,因为它能捕捉像素之间的空间关系。目的:研究老年人下半身阻力训练后肌肉质量的一阶(EI)和二阶(纹理)特征的变化。方法:对 12 名老年人(2 名男性和 1 名女性)进行下半身阻力训练:12 名老年人(2 名男性,10 名女性;平均年龄 = 70 岁)完成了为期 6 周的渐进式阻力训练,包括每周两次的训练,训练强度为估计 1RM 的 85%。干预前后的评估包括股直肌(RF)和股外侧肌(VL)的超声波成像、5次重复最大(5RM)伸腿力量和最大自主等长收缩(MVIC)力。利用灰度级共现矩阵 (GLCM) 分析法对超声图像的 EI 和纹理特征进行了分析。结果:在 5RM 腿部伸展力量(p < 0.001,d = 2.09)、MVIC 力(p = 0.006,d = 0.969)和 RF EI(未校正:p = 0.003,d = 0.727;校正:p = 0.012,d = 0.864)方面观察到显著改善。两块肌肉的肌肉大小、VL EI 或纹理特征均无明显变化。结论通过 EI 测量,短期阻力训练提高了力量和射频肌肉质量。然而,纹理分析特征对训练后的变化并不敏感。这些发现表明,在跟踪老年人阻力训练后肌肉质量的变化方面,传统的 EI 测量可能比纹理分析更合适。
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