Validated Ultrasound Speckle Tracking Method for Measuring Strains of Knee Collateral Ligaments In-Situ during Varus/Valgus Loading

Current ultrasound techniques face several challenges to measure strains when translated from large tendon to in-situ knee collateral ligament applications, despite the potential to reduce knee arthroplasty failures attributed to ligament imbalance. Therefore, we developed, optimized and validated an ultrasound speckle tracking method to assess the in-situ strains of the medial and lateral collateral ligaments. Nine cadaveric legs with total knee implants were submitted to varus/valgus loading and divided into two groups: “optimization” and “validation”. Reference strains were measured using digital image correlation technique, while ultrasound data were processed with a custom-built speckle tracking approach. Using specimens from the “optimization” group, several tracking parameters were tuned towards an optimized tracking performance. The parameters were ranked according to three comparative measures between the ultrasound-based and reference strains: R2, mean absolute error and strains differences at 40 N. Specimens from the “validation” group, processed with the optimal parameters, showed good correlations, along with small mean absolute differences, with correlation values above 0.99 and 0.89 and differences below 0.57% and 0.27% for the lateral and medial collateral ligaments, respectively. This study showed that ultrasound speckle tracking could assess knee collateral ligaments strains in situ and has the potential to be translated to clinics for knee arthroplasty-related procedures.

[1]  Johan Bellemans,et al.  An experimental model for kinematic analysis of the knee. , 2009, The Journal of bone and joint surgery. American volume.

[2]  D. Thelen,et al.  Tendon motion and strain patterns evaluated with two-dimensional ultrasound elastography. , 2012, Journal of biomechanics.

[3]  L. Slane Achilles tendon elasticity and deformation patterns in young and middle-aged adults evaluated using quantitative ultrasound approaches , 2014 .

[4]  Peter Loan,et al.  Computer-Assisted Navigation in Total Knee Replacement: Results of an Initial Experience in Thirty-five Patients , 2002, The Journal of bone and joint surgery. American volume.

[5]  J. Bellemans,et al.  Collateral ligament strains during knee joint laxity evaluation before and after TKA. , 2013, Clinical biomechanics.

[6]  Darryl G Thelen,et al.  Achilles tendon displacement patterns during passive stretch and eccentric loading are altered in middle-aged adults. , 2015, Medical engineering & physics.

[7]  Darryl G Thelen,et al.  The use of 2D ultrasound elastography for measuring tendon motion and strain. , 2014, Journal of biomechanics.

[8]  M. Bendjaballah,et al.  Finite element analysis of human knee joint in varus-valgus. , 1997, Clinical biomechanics.

[9]  Jason R. Kerrigan,et al.  Characterization of the Rate-Dependent Mechanical Properties and Failure of Human Knee Ligaments , 2005 .

[10]  C. D. de Korte,et al.  Strain imaging of the lateral collateral ligament using high frequency and conventional ultrasound imaging: An ex-vivo comparison , 2018, Journal of biomechanics.

[11]  Johan Bellemans,et al.  Digital image correlation as a tool for three-dimensional strain analysis in human tendon tissue , 2014, Journal of Experimental Orthopaedics.

[12]  E S Grood,et al.  A joint coordinate system for the clinical description of three-dimensional motions: application to the knee. , 1983, Journal of biomechanical engineering.

[13]  D. Naudie,et al.  Comparison of outcomes and survivorship between patients of different age groups following TKA. , 2013, The Journal of arthroplasty.

[14]  John J. Callaghan,et al.  The adult knee , 2003 .

[15]  J. Victor,et al.  How precise can bony landmarks be determined on a CT scan of the knee? , 2009, The Knee.

[16]  J. Ophir,et al.  A new elastographic method for estimation and imaging of lateral displacements, lateral strains, corrected axial strains and Poisson's ratios in tissues. , 1998, Ultrasound in medicine & biology.

[17]  M L Hull,et al.  Strain in the medial collateral ligament of the human knee under single and combined loads. , 1996, Journal of biomechanics.

[18]  Frederic Picard,et al.  Comparative analysis of the structural properties of the collateral ligaments of the human knee. , 2012, The Journal of orthopaedic and sports physical therapy.

[19]  T. Luyckx,et al.  High strains near femoral insertion site of the superficial medial collateral ligament of the Knee can explain the clinical failure pattern , 2016, Journal of orthopaedic research : official publication of the Orthopaedic Research Society.

[20]  J C Gardiner,et al.  Strain in the Human Medial Collateral Ligament During Valgus Loading of the Knee , 2001, Clinical orthopaedics and related research.

[21]  Lennart Scheys,et al.  The challenges of measuring in vivo knee collateral ligament strains using ultrasound. , 2017, Journal of biomechanics.

[22]  J. Sloten,et al.  Restoration of constitutional alignment in TKA leads to more physiological strains in the collateral ligaments , 2013, Knee Surgery, Sports Traumatology, Arthroscopy.

[23]  Giacomo Lionello,et al.  An effective procedure to create a speckle pattern on biological soft tissue for digital image correlation measurements. , 2014, Journal of the mechanical behavior of biomedical materials.

[24]  A. Geissler,et al.  Utilization rates of knee-arthroplasty in OECD countries. , 2014, Osteoarthritis and cartilage.

[25]  H. Ranu,et al.  Therapeutic Exercise: Foundations and Techniques. 2nd Edn , 1992 .

[26]  Ray Vanderby,et al.  Tendon strain measurements with dynamic ultrasound images: evaluation of digital image correlation. , 2012, Journal of biomechanical engineering.

[27]  M. Roche,et al.  Increased satisfaction after total knee replacement using sensor-guided technology. , 2014, The bone & joint journal.

[28]  D. Noll,et al.  Tracking of cyclic motion with phase‐contrast cine MR velocity data , 1995, Journal of magnetic resonance imaging : JMRI.

[29]  James I Huddleston,et al.  Current Modes of Failure in TKA: Infection, Instability, and Stiffness Predominate , 2014, Clinical orthopaedics and related research.