Dal Farra Fulvio, Castiglia Stefano Filippo, Buzzi Maria Gabriella, Brasiliano Paolo, De Angelis Sara, Paolocci Gianluca, Vasta Simona, Marangon Gabriele, Orejel Bustos Amaranta Soledad, Bergamini Elena, Betti Viviana, Tramontano Marco
Department of Information Engineering, University of Brescia, 25123 Brescia, Italy.
Department of Medico-Surgical Sciences and Biotechnologies, Sapienza University of Rome Polo Pontino, 04100 Latina, Italy.
Sensors (Basel). 2025 Mar 12;25(6):1764. doi: 10.3390/s25061764.
Severe traumatic brain injury (sTBI) often results in significant impairments in gait stability, symmetry, and smoothness. Inertial measurement units (IMUs) have emerged as powerful tools to quantify these aspects of gait, but their clinometric properties in sTBI populations remain underexplored. This study aimed to assess the test-retest reliability and minimal detectable change (MDC) of three IMU-derived indices-normalized Root Mean Square (nRMS), improved Harmonic Ratio (iHR), and Log Dimensionless Jerk (LDLJ)-during a 10 m walking test for sTBI survivors. Forty-nine participants with sTBI completed the walking test, with IMUs placed on key body segments to capture accelerations and angular velocities. Test-retest analyses revealed moderate to excellent reliability for nRMS and iHR in anteroposterior (ICC: 0.78-0.95 and 0.94, respectively) and craniocaudal directions (ICC: 0.95), with small MDC values, supporting their clinical applicability (MDC: 0.04-0.3). However, iHR in the mediolateral direction exhibited greater variability (ICC: 0.80; MDC: 9.74), highlighting potential sensitivity challenges. LDLJ metrics showed moderate reliability (ICC: 0.57-0.77) and higher MDC values (0.55-0.75), suggesting the need for further validation. These findings underscore the reliability and sensitivity of specific IMU-derived indices in detecting meaningful gait changes in sTBI survivors, paving the way for refined assessments and monitoring the rehabilitation process of sTBI survivors. Future research should explore these indices' responsiveness to interventions and their correlation with functional outcomes.
重度创伤性脑损伤(sTBI)常导致步态稳定性、对称性和平滑性出现显著损害。惯性测量单元(IMU)已成为量化步态这些方面的有力工具,但其在sTBI人群中的临床测量特性仍未得到充分探索。本研究旨在评估在10米步行测试中,sTBI幸存者的三个源自IMU的指标——归一化均方根(nRMS)、改进谐波比(iHR)和对数无量纲急动度(LDLJ)的重测信度和最小可检测变化(MDC)。49名sTBI参与者完成了步行测试,将IMU放置在关键身体部位以捕捉加速度和角速度。重测分析显示,nRMS和iHR在前后方向(ICC分别为0.78 - 0.95和0.94)和头足方向(ICC为0.95)具有中度至高度信度,MDC值较小,支持它们的临床适用性(MDC为0.04 - 0.3)。然而,iHR在内外侧方向表现出更大的变异性(ICC为0.80;MDC为9.74),突出了潜在的敏感性挑战。LDLJ指标显示出中度信度(ICC为0.57 - 0.77)和更高的MDC值(0.55 - 0.75),表明需要进一步验证。这些发现强调了特定IMU衍生指标在检测sTBI幸存者有意义的步态变化方面的可靠性和敏感性,为sTBI幸存者的精确评估和康复过程监测铺平了道路。未来的研究应探索这些指标对干预措施的反应性及其与功能结果的相关性。