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Racine G, Holmes MWR, Kociolek AM. Time-varying changes in median nerve deformation and position in response to quantified pinch and grip forces. J Orthop Res 2024; 42:864-872. [PMID: 37975247 DOI: 10.1002/jor.25737] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 10/13/2023] [Accepted: 11/14/2023] [Indexed: 11/19/2023]
Abstract
The ability of the median nerve (MN) to adapt in response to altered carpal tunnel conditions is important to mitigate compressive stress on the nerve. We assessed changes in MN deformation and position throughout the entire time course of hand force exertions. Fourteen right-handed participants ramped up force from 0% to 50% of maximal voluntary force (MVF) before ramping force back down in three different hand force exertion tasks (pulp pinch, chuck pinch, power grip). Pinch and grip forces were measured with a digital dynamometer, which were time synchronized with transverse carpal tunnel images obtained via ultrasound. Ultrasound images were extracted in 10% increments between 0% and 50% MVF while ramping force up (loading phase) and down (unloading phase). MN deformation and position relative to the flexor digitorum superficialis tendon of the long finger were assessed in concert. During loading, the nerve became more circular while displacing dorsally and ulnarly. These changes primarily occurred at the beginning of the hand force exertions while ramping force up from 0% to 20%, with very little change between 20% and 50% MVF. Interestingly, deformation and position changes during loading were not completely reversed during unloading while ramping force down. These findings indicate an initial reorganization of carpal tunnel structures. Mirrored changes in nerve deformation and position may also reflect strain-related characteristics of adjoining subsynovial connective tissue. Regardless, time-varying changes in nerve deformation and position appear to be an important accommodative mechanism in the healthy carpal tunnel in response to gripping and pinching tasks.
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Affiliation(s)
- Gabrielle Racine
- School of Physical and Health Education, Nipissing University, North Bay, Ontario, Canada
| | - Michael W R Holmes
- Department of Kinesiology, Brock University, St. Catharines, Ontario, Canada
| | - Aaron M Kociolek
- School of Physical and Health Education, Nipissing University, North Bay, Ontario, Canada
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Wang MW, Lee WN, Hung CC, Hsieh JH, Chen YH, Ting-Fang Shih T, Wang JH, Yin NH, Wang HK. Validation of the Efficacy of Ultrasound Speckle Tracking in Measuring Tendon Gliding After Finger Flexor Tendon Repair. ULTRASOUND IN MEDICINE & BIOLOGY 2023; 49:2548-2556. [PMID: 37741741 DOI: 10.1016/j.ultrasmedbio.2023.08.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/25/2023] [Revised: 07/31/2023] [Accepted: 08/23/2023] [Indexed: 09/25/2023]
Abstract
OBJECTIVE Restricted tendon gliding is commonly observed in patients after finger flexor tendon (FFT) repair. The study described here was aimed at quantifying the amount of FFT gliding to evaluate the recovery of post-operative tendons using a 2-D radiofrequency (RF)-based ultrasound speckle tracking algorithm (UST). METHODS Ex vivo uniaxial tensile testing of porcine flexor tendons and in vivo isometric testing of human FFT were implemented to verify the efficacy of UST beforehand. The verified UST was then applied to the patients after FFT repair to compare tendon gliding between affected and healthy sides and to investigate its correlation with the joint range of motion (ROM). RESULTS Excellent validity was confirmed with the average R2 value of 0.98, mean absolute error of 0.15 ± 0.08 mm and mean absolute percentage error of 5.19 ± 2.43% between results from UST and ex vivo testing. The test-retest reliability was verified with good agreement of ICC (0.90). The affected side exhibited less gliding (p = 0.001) and smaller active ROM (p = 0.002) than the healthy side. Meanwhile, a significant correlation between tendon gliding and passive ROM was found only on the healthy side (ρ = 0.711, p = 0.009). CONCLUSION The present study provides a promising protocol to evaluate post-operative tendon recovery by quantifying the amount of FFT gliding with a validated UST. FFT gliding in patients with different levels of ROM restriction should be further explored for categorizing the severity of tendon adhesion.
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Affiliation(s)
- Ming-Wei Wang
- School and Graduate Institute of Physical Therapy, College of Medicine, National Taiwan University, Taipei, Taiwan; Center of Physical Therapy, National Taiwan University Hospital, Taipei, Taiwan
| | - Wei-Ning Lee
- Department of Electrical and Electronic Engineering, University of Hong Kong, Hong Kong, China; Medical Engineering Programme, University of Hong Kong, Hong Kong, China
| | - Chih-Chien Hung
- School and Graduate Institute of Physical Therapy, College of Medicine, National Taiwan University, Taipei, Taiwan; Department of Orthopedic Surgery, National Taiwan University Hospital, Yun-Lin Branch, Yun-Lin, Taiwan
| | - Jung-Hsien Hsieh
- Division of Plastic Surgery, Department of Surgery, Medical College and Hospital, National Taiwan University, Taipei, Taiwan
| | - Yueh-Hsia Chen
- School and Graduate Institute of Physical Therapy, College of Medicine, National Taiwan University, Taipei, Taiwan; Center of Physical Therapy, National Taiwan University Hospital, Taipei, Taiwan
| | - Tiffany Ting-Fang Shih
- Department of Medical Imaging and Radiology, Medical College and Hospital, National Taiwan University, Taipei, Taiwan
| | - Jyh-Horng Wang
- Department of Orthopedic Surgery, Medical College and Hospital, National Taiwan University, Taipei, Taiwan
| | - Nai-Hao Yin
- Centre for Human and Applied Physiological Sciences, School of Basic and Biomedical Sciences, King's College London, London, UK
| | - Hsing-Kuo Wang
- School and Graduate Institute of Physical Therapy, College of Medicine, National Taiwan University, Taipei, Taiwan; Center of Physical Therapy, National Taiwan University Hospital, Taipei, Taiwan.
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Kociolek AM, Keir PJ. Relative motion between the flexor digitorum superficialis tendon and subsynovial connective tissue is time dependent. J Orthop Res 2023; 41:1661-1669. [PMID: 36691873 DOI: 10.1002/jor.25524] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 01/10/2023] [Accepted: 01/19/2023] [Indexed: 01/25/2023]
Abstract
The subsynovial connective tissue is an integral component of flexor tendon gliding in the carpal tunnel, which is strained during longitudinal tendon displacement. We tested the effects of repetition frequency and finger load on flexor tendon function throughout active finger movement. Eleven participants performed metacarpophalangeal joint flexion/extension of the long finger cyclically at three repetition frequencies (0.75, 1.00, 1.25 Hz) and two finger loads (3.5, 7 N). Relative displacement between the flexor digitorum superficialis tendon and subsynovial connective tissue was assessed as the shear-strain index with color ultrasound throughout the entire time history of finger flexion and extension. In addition, long finger joint angles were measured with electrogoniometry while flexor digitorum superficialis and extensor digitorum muscle activities were measured with fine-wire electromyography to characterize the finger movements. The shear-strain index increased with greater finger flexion (p = 0.001), representing higher relative displacement between tendon and subsynovial connective tissue; however, no changes were observed throughout finger extension. The shear-strain index also increased with higher repetition frequencies (p = 0.013) and finger loads (p = 0.029), further modulating time-dependent effects during finger flexion versus extension. Using ultrasound, we characterized the time-dependent response of the shear-strain index, in vivo, providing valuable data on flexor tendon function during active finger movement. Our results infer greater subsynovial connective tissue strain and shear during repetitive and forceful finger movements. Future research characterizing time-dependent effects in carpal tunnel syndrome patients may further elucidate the relations between subsynovial connective tissue function, damage, and carpal tunnel syndrome.
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Affiliation(s)
- Aaron M Kociolek
- School of Physical and Health Education, Nipissing University, North Bay, Ontario, Canada
| | - Peter J Keir
- Occupational Biomechanics Laboratory, Department of Kinesiology, McMaster University, Hamilton, Ontario, Canada
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Kuroiwa T, Jagtap J, Starlinger J, Lui H, Akkus Z, Erickson B, Amadio P. Deep Learning Estimation of Median Nerve Volume Using Ultrasound Imaging in a Human Cadaver Model. ULTRASOUND IN MEDICINE & BIOLOGY 2022; 48:2237-2248. [PMID: 35961866 DOI: 10.1016/j.ultrasmedbio.2022.06.011] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Revised: 06/14/2022] [Accepted: 06/15/2022] [Indexed: 06/15/2023]
Abstract
Median nerve swelling is one of the features of carpal tunnel syndrome (CTS), and ultrasound measurement of maximum median nerve cross-sectional area is commonly used to diagnose CTS. We hypothesized that volume might be a more sensitive measure than cross-sectional area for CTS diagnosis. We therefore assessed the accuracy and reliability of 3-D volume measurements of the median nerve in human cadavers, comparing direct measurements with ultrasound images interpreted using deep learning algorithms. Ultrasound images of a 10-cm segment of the median nerve were used to train the U-Net model, which achieved an average volume similarity of 0.89 and area under the curve of 0.90 from the threefold cross-validation. Correlation coefficients were calculated using the areas measured by each method. The intraclass correlation coefficient was 0.86. Pearson's correlation coefficient R between the estimated volume from the manually measured cross-sectional area and the estimated volume of deep learning was 0.85. In this study using deep learning to segment the median nerve longitudinally, estimated volume had high reliability. We plan to assess its clinical usefulness in future clinical studies. The volume of the median nerve may provide useful additional information on disease severity, beyond maximum cross-sectional area.
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Affiliation(s)
- Tomoyuki Kuroiwa
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Jaidip Jagtap
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Julia Starlinger
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA; Department for Orthopedics and Trauma Surgery, Medical University Vienna, Vienna, Austria
| | - Hayman Lui
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Zeynettin Akkus
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Peter Amadio
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA.
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Farias Zuniga A, Keir PJ. Thirty Minutes of Sub-diastolic Blood Flow Occlusion Alters Carpal Tunnel Tissue Function and Mechanics. ULTRASOUND IN MEDICINE & BIOLOGY 2022; 48:1110-1121. [PMID: 35300878 DOI: 10.1016/j.ultrasmedbio.2022.02.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Revised: 01/05/2022] [Accepted: 02/07/2022] [Indexed: 06/14/2023]
Abstract
There is evidence that carpal tunnel syndrome (CTS) development is driven by vascular factors, specifically those resulting from ischemia and edema. The purpose of this study was to investigate the vascular hypothesis of CTS development by quantifying the temporal effects of 30 min of sub-diastolic brachial blood flow occlusion on median nerve edema, intraneural blood flow velocity, nerve function as measured through nerve conduction study (NCS), tendon-connective tissue mechanics and carpal tunnel tissue stiffness. Forty healthy volunteers underwent 30 min of sub-diastolic brachial occlusion while an NCS and ultrasound examination were performed consecutively every 5 min. Motor latency (p < 0.001), sensory conduction velocity (p < 0.001), sensory amplitude (p = 0.04), nerve blood flow (p < 0.001), peak relative flexor digitorum superficialis tendon-sub-synovial connective tissue displacement (p = 0.02) and shear strain (p = 0.04) were significantly affected by partial ischemia. Our results highlight the dependency of carpal tunnel tissue function on adequate blood flow.
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Affiliation(s)
- Amanda Farias Zuniga
- McMaster Occupational Biomechanics Laboratory, Department of Kinesiology, McMaster University, Hamilton, Ontario, Canada
| | - Peter J Keir
- McMaster Occupational Biomechanics Laboratory, Department of Kinesiology, McMaster University, Hamilton, Ontario, Canada.
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Hosseini-Farid M, Schrier VJMM, Starlinger J, Zhao C, Amadio PC. Carpal tunnel syndrome treatment and the subsequent alterations in tendon and connective tissue dynamics. Clin Biomech (Bristol, Avon) 2021; 88:105440. [PMID: 34329857 PMCID: PMC8490321 DOI: 10.1016/j.clinbiomech.2021.105440] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Revised: 07/13/2021] [Accepted: 07/20/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND Carpal tunnel syndrome patients demonstrate diminished motion of the median nerve and fibrotic changes in the subsynovial connective tissue within the carpal tunnel. Currently, there are few prognostic factors to help predict the outcome of commonly performed treatments including surgical carpal tunnel release and corticosteroid injections. This study aimed to non-invasively assess the changes in the dynamic response of the subsynovial tissue relative to tendon motion after the intervention and to correlate this with disease severity. METHODS A total of 145 patients with carpal tunnel syndrome were recruited into this study. Clinical and demographic data, electrophysiological severity and dynamic ultrasound images were collected before and after treatment, either by injection or surgery. The relative motion of the subsynovial tissue with the underlying middle finger flexor digitorum superficialis tendon was measured using a speckle tracking algorithm and was expressed as a shear index (SI). Baseline and follow-up data, the association between change in SI and severity, and the role of treatment modality were analyzed and statistically compared. FINDINGS Overall, there was a significant increase (more relative motion) after treatment in the mean shear index from 79.9% (±15.4% SD) to 82.9% (±14.8% SD) (p = 0.03). Secondary analyses showed that this change was mostly present in those with mild disease severity undergoing surgery (p = 0.01). INTERPRETATION This study shows that the relative subsynovial tissue movement increases in patients after intervention. The present study lays a foundation for future studies to non-invasively assess the role of carpal tunnel dynamics in response to treatment.
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Affiliation(s)
- Mohammad Hosseini-Farid
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, United States; College of Computing and Engineering, Nova Southeastern University, Fort Lauderdale, FL, United States
| | - Verena J M M Schrier
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, United States; Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Julia Starlinger
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, United States; Medical University Vienna, Department of Orthopedics and Trauma Surgery, Vienna, Austria
| | - Chunfeng Zhao
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, United States
| | - Peter C Amadio
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, United States.
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