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Hogen, Cecilia A.

Mayo Clinic

Mayo Clinic

Citations 4

Concurrent Validity and Between-System Agreement of a Commercial Wearable Inertial Sensor System for Gait and Postural Sway Assessment in Progressive Supranuclear Palsy
Novotny, Ryan , You, Sungmin , Hogen, Cecilia A., Whitwell, Jennifer L. , Josephs, Keith A. , Kaufman, Kenton R. , Ali, Farwa , Novotny, Ryan E , You, Victor S , Josephs, Keith A , Kaufman, Kenton R , Ali, Farwa

Sensors | August 12, 2026 | Volume: 26 | Issue: 16 | Pages: 5105

10.3390/s26165105 Get It

Wearable inertial measurement units (IMUs) offer an accessible alternative to optical motion capture (MoCap) gait analysis, but their performance in Progressive Supranuclear Palsy (PSP) requires validation. We assessed the concurrent validity of IMU-derived versus MoCap-derived gait metrics and static postural sway in 30 patients with PSP using Bland–Altman analysis, Intraclass Correlation Coefficients (ICC), and Spearman rank correlations. Finally, we assessed equivalence using the Two one-sided tests (TOST) procedure. Multivariable linear regression was used to determine whether clinical severity, as measured by the PSP Rating Scale (PSPRS), independently predicted absolute IMU measurement error while controlling for patient age and gait velocity. IMUs demonstrated excellent between-system agreement for parameters such as cadence (100.76 ± 11.42 vs. 100.52 ± 11.59) and cycle time (1.21 ± 0.15 vs. 1.22 ± 0.15; ICC > 0.98), despite a systematic underestimation of gait velocity (p < 0.05). Agreement significantly diminished for micro-phases (e.g., single/double support times) and spatial asymmetry. Interestingly, the TOST procedure revealed that only sagittal and transverse trunk kinematics were equivalent between systems, with all other measures failing to find equivalency. For static sway, the IMU demonstrated strong rank-order correspondence for tracking relative postural instability (ρ = 0.82, p < 0.05). Multivariable analysis revealed that higher PSPRS scores are independently associated with greater between-system discrepancies in support phases and pelvic and trunk kinematics (p < 0.05), irrespective of reduced gait speed. These findings highlight the need to develop disease-specific algorithms, rather than relying on normative commercial models, to establish reliable digital biomarkers for monitoring progressive motor decline.
Percutaneous spinal stimulation to enhance gait and alleviate functional impairments in multiple sclerosis: A pilot study
Jahanian, Omid , Asp, Anders J., Gill, Megan L., Veith, Daniel D. , Fernandez, K. A. , Hogen, Cecilia A., Mills, Candee J. , Thoreson, Andrew R. , Grahn, Peter J. , Fernandez, Katrina A, Tobin, W Oliver , Fernandez, K A , Jahanian, Omid , Asp, Anders J., Solinsky, Ryan , Kaufman, Kenton R. , Zhao, Kristin D. , Tobin, W. Oliver

Multiple Sclerosis Journal – Experimental, Translational and Clinical | April 29, 2026 | Volume: 12 | Issue: 2 | Pages: No page available

10.1177/20552173261432301 Get It

Objective To evaluate the feasibility and potential efficacy of percutaneous spinal stimulation (epidural stimulation, ES) combined with task-specific training to reduce spasticity and improve gait and balance in individuals with progressive multiple sclerosis (MS). Methods Two men with progressive MS (EDSS 6.5) underwent ES lead implantation targeting the lower spinal cord, followed by one month of rehabilitation involving 12 ES-assisted training sessions. Assessments included instrumented gait analysis, Modified Ashworth Scale (MAS), pendulum test, and static balance testing performed at baseline, and at end of the study with ES-Off and ES-On conditions. Results Participant 1, with spastic hemiparetic gait, demonstrated improved lower extremity joint kinematics and muscle activation during gait, reduced knee extensor spasticity, and enhanced functional movement patterns with ES-On. Participant 2, with significant paraparesis and minimal spasticity, showed limited gait changes but experienced marked improvements in static balance, particularly under eyes-closed conditions. No adverse events were reported. Conclusion This pilot study demonstrates the feasibility and tolerability of ES paired with task-specific training in progressive MS. Participant-specific responses were observed, including improvements in gait kinematics, neuromuscular activation, spasticity, or balance; however, spatiotemporal gait parameters did not improve. These preliminary findings highlight response heterogeneity and the need for individualized ES parameter tuning. Trial registry name and URL: https://clinicaltrials.gov/study/NCT06019611
Dynamic Stability Analysis of Progressive Supranuclear Palsy Affected Gait Using Lyapunov Floquet Theory
Bhat, Sandesh G. , Ali, Farwa , Hogen, Cecilia A., Rezaei, Asghar , Josephs, Keith A. , Whitwell, Jennifer L. , Bhat, Sandesh G , Whitwell, Jennifer , Kaufman, Kenton R.

IEEE Transactions on Neural Systems and Rehabilitation Engineering | September 25, 2025 | Volume: 33 | Issue: No issue available | Pages: 3958-3964

10.1109/tnsre.2025.3614555 Get It

Validation of Pelvis and Trunk Range of Motion as Assessed Using Inertial Measurement Units
Ali, Farwa , Hogen, Cecilia A., Miller, Emily J. , Kaufman, Kenton R.

Bioengineering | June 28, 2024 | Volume: 11 | Issue: 7 | Pages: 659

10.3390/bioengineering11070659 Get It

Trunk and pelvis range of motion (ROM) is essential to perform activities of daily living. The ROM may become limited with aging or with neuromusculoskeletal disorders. Inertial measurement units (IMU) with out-of-the box software solutions are increasingly being used to assess motion. We hypothesize that the accuracy (validity) and reliability (consistency) of the trunk and pelvis ROM during steady-state gait in normal individuals as measured using the Opal APDM 6 sensor IMU system and calculated using Mobility Lab version 4 software will be comparable to a gold-standard optoelectric motion capture system. Thirteen healthy young adults participated in the study. Trunk ROM, measured using the IMU was within 5–7 degrees of the motion capture system for all three planes and within 10 degrees for pelvis ROM. We also used a triad of markers mounted on the sternum and sacrum IMU for a head-to-head comparison of trunk and pelvis ROM. The IMU measurements were within 5–10 degrees of the triad. A greater variability of ROM measurements was seen for the pelvis in the transverse plane. IMUs and their custom software provide a valid and reliable measurement for trunk and pelvis ROM in normal individuals, and important considerations for future applications are discussed.