1
|
Zhao Q, Holt A, Spritzer CE, DeFrate LE, McNulty AL, Wang N. High angular resolution diffusion imaging (HARDI) of porcine menisci: a comparison of diffusion tensor imaging and generalized q-sampling imaging. Quant Imaging Med Surg 2024; 14:2738-2746. [PMID: 38617143 PMCID: PMC11007495 DOI: 10.21037/qims-23-1355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 02/19/2024] [Indexed: 04/16/2024]
Abstract
Background Diffusion magnetic resonance imaging (MRI) allows for the quantification of water diffusion properties in soft tissues. The goal of this study was to characterize the 3D collagen fiber network in the porcine meniscus using high angular resolution diffusion imaging (HARDI) acquisition with both diffusion tensor imaging (DTI) and generalized q-sampling imaging (GQI). Methods Porcine menisci (n=7) were scanned ex vivo using a three-dimensional (3D) HARDI spin-echo pulse sequence with an isotropic resolution of 500 µm at 7.0 Tesla. Both DTI and GQI reconstruction techniques were used to quantify the collagen fiber alignment and visualize the complex collagen network of the meniscus. The MRI findings were validated with conventional histology. Results DTI and GQI exhibited distinct fiber orientation maps in the meniscus using the same HARDI acquisition. We found that crossing fibers were only resolved with GQI, demonstrating the advantage of GQI over DTI to visualize the complex collagen fiber orientation in the meniscus. Furthermore, the MRI findings were consistent with conventional histology. Conclusions HARDI acquisition with GQI reconstruction more accurately resolves the complex 3D collagen architecture of the meniscus compared to DTI reconstruction. In the future, these technologies have the potential to nondestructively assess both normal and abnormal meniscal structure.
Collapse
Affiliation(s)
- Qi Zhao
- Physical Education Institute, Jimei University, Xiamen, China
- Department of Radiology, Duke University School of Medicine, Durham, NC, USA
| | - Abigail Holt
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Charles E. Spritzer
- Department of Radiology, Duke University School of Medicine, Durham, NC, USA
| | - Louis E. DeFrate
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Amy L. McNulty
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
- Department of Pathology, Duke University School of Medicine, Durham, NC, USA
| | - Nian Wang
- Department of Radiology and Imaging Sciences, Indiana University, Indianapolis, IN, USA
- Stark Neurosciences Research Institute, Indiana University, Indianapolis, IN, USA
- Indiana Center for Musculoskeletal Health, Indiana University, Indianapolis, IN, USA
| |
Collapse
|
2
|
Heckelman LN, Kratzer AL, Spritzer CE, Soher BJ, Lewis BD, DeFrate LE. Influence of running on femoroacetabular joint bone-to-bone distances. J Orthop Res 2023. [PMID: 37975269 DOI: 10.1002/jor.25735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 10/11/2023] [Accepted: 11/14/2023] [Indexed: 11/19/2023]
Abstract
There is limited data quantifying the influence of running on hip cartilage mechanics. The goal of this investigation was to quantify changes in hip joint bone-to-bone distance in response to a 3-mile treadmill run. We acquired magnetic resonance (MR) images of the dominant hip of eight young, asymptomatic runners (five males, three females) before and immediately after they ran 3 miles at a self-selected pace on a level treadmill. The femoral heads and acetabula were semiautomatically segmented from the pre- and post-exercise MR images to generate three-dimensional models of each participant's hip that were used to compute changes in the bone-to-bone distances incurred by the running exercise. We observed a significant 3% decrease in bone-to-bone distance from 3.47 ± 0.20 to 3.36 ± 0.22 mm between the femoral head and acetabulum after a 3-mile treadmill run (mean ± 95% confidence interval; p = 0.03). These findings provide new baseline data describing how running impacts the hip joint in young, asymptomatic runners.
Collapse
Affiliation(s)
- Lauren N Heckelman
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, North Carolina, USA
- Department of Biomedical Engineering, Pratt School of Engineering, Duke University, Durham, North Carolina, USA
| | - Avery L Kratzer
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, North Carolina, USA
- Department of Biomedical Engineering, Pratt School of Engineering, Duke University, Durham, North Carolina, USA
| | - Charles E Spritzer
- Department of Radiology, Duke University School of Medicine, Durham, North Carolina, USA
| | - Brian J Soher
- Department of Radiology, Duke University School of Medicine, Durham, North Carolina, USA
| | - Brian D Lewis
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, North Carolina, USA
| | - Louis E DeFrate
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, North Carolina, USA
- Department of Biomedical Engineering, Pratt School of Engineering, Duke University, Durham, North Carolina, USA
- Department of Mechanical Engineering and Materials Science, Pratt School of Engineering, Duke University, Durham, North Carolina, USA
| |
Collapse
|
3
|
Coppock JA, McNulty AL, Porter Starr KN, Holt AG, Borack MS, Kosinski AS, Collins AT, Bales CW, DeFrate LE. The effects of a 6-month weight loss intervention on physical function and serum biomarkers in older adults with and without osteoarthritis. Osteoarthr Cartil Open 2023; 5:100376. [PMID: 37719442 PMCID: PMC10499923 DOI: 10.1016/j.ocarto.2023.100376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 05/17/2023] [Indexed: 09/19/2023] Open
Abstract
Objective To examine the effects of a 6-month weight loss intervention on physical function, inflammatory biomarkers, and metabolic biomarkers in both those with and without osteoarthritis (OA). Design 59 individuals ≥60 years old with obesity and a functional impairment were enrolled into this IRB approved clinical trial and randomized into one of two 6-month weight loss arms: a higher protein hypocaloric diet or a standard protein hypocaloric diet. All participants were prescribed individualized 500-kcal daily-deficit diets, with a goal of 10% weight loss. Additionally, participants participated in three, low-intensity, exercise sessions per week. Physical function, serum biomarkers and body composition data were assessed at the baseline and 6-month timepoints. Statistical analyses assessed the relationships between biomarkers, physical function, body composition, and OA status as a result of the intervention. Results No group effects of dietary intervention were detected on any outcome measures (multiple p > 0.05). During the 6-month trial, participants lost 6.2 ± 4.0% of their bodyweight (p < 0.0001) and experienced improved physical function on the Short-Performance-Physical-Battery (p < 0.0001), 8-foot-up-and-go (p < 0.0001), and time to complete 10-chair-stands (p < 0.0001). Adiponectin concentrations (p = 0.0480) were elevated, and cartilage oligomeric matrix protein (COMP) concentrations (p < 0.0001) were reduced; further analysis revealed that reductions in serum COMP concentrations were greater in OA-negative individuals. Conclusions These results suggest that weight loss in older adults with and without OA may provide a protective effect to cartilage and OA. In particular, OA-negative individuals may be able to mitigate changes associated with OA through weight loss.
Collapse
Affiliation(s)
- James A. Coppock
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Amy L. McNulty
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA
- Department of Pathology, Duke University School of Medicine, Durham, NC, USA
| | - Kathryn N. Porter Starr
- Department of Medicine, Duke University School of Medicine, and Durham VA Medical Center, Durham, NC, USA
- Center for the Study of Aging and Human Development, Duke University School of Medicine, Durham, NC, USA
| | - Abigail G. Holt
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Michael S. Borack
- Center for the Study of Aging and Human Development, Duke University School of Medicine, Durham, NC, USA
| | - Andrzej S. Kosinski
- Department of Biostatistics & Bioinformatics, Duke University, Durham, NC, USA
| | - Amber T. Collins
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Connie W. Bales
- Department of Medicine, Duke University School of Medicine, and Durham VA Medical Center, Durham, NC, USA
- Center for the Study of Aging and Human Development, Duke University School of Medicine, Durham, NC, USA
| | - Louis E. DeFrate
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA
- Department of Mechanical Engineering and Materials Science, Duke University, Durham NC, USA
| |
Collapse
|
4
|
Coppock JA, Zimmer NE, Spritzer CE, Goode AP, DeFrate LE. Automated segmentation and prediction of intervertebral disc morphology and uniaxial deformations from MRI. Osteoarthr Cartil Open 2023; 5:100378. [PMID: 37388644 PMCID: PMC10302207 DOI: 10.1016/j.ocarto.2023.100378] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 05/26/2023] [Indexed: 07/01/2023] Open
Abstract
Objective The measurement of in vivo intervertebral disc (IVD) mechanics may be used to understand the etiology of IVD degeneration and low back pain (LBP). To this end, our lab has developed methods to measure IVD morphology and uniaxial compressive deformation (% change in IVD height) resulting from dynamic activity, in vivo, using magnetic resonance images (MRI). However, due to the time-intensive nature of manual image segmentation, we sought to validate an image segmentation algorithm that could accurately and reliably reproduce models of in vivo tissue mechanics. Design Therefore, we developed and evaluated two commonly employed deep learning architectures (2D and 3D U-Net) for the segmentation of IVDs from MRI. The performance of these models was evaluated for morphological accuracy by comparing predicted IVD segmentations (Dice similarity coefficient, mDSC; average surface distance, ASD) to manual (ground truth) measures. Likewise, functional reliability and precision were assessed by evaluating the intraclass correlation coefficient (ICC) and standard error of measurement (SEm) of predicted and manually derived deformation measures. Results Peak model performance was obtained using the 3D U-net architecture, yielding a maximum mDSC = 0.9824 and component-wise ASDx = 0.0683 mm; ASDy = 0.0335 mm; ASDz = 0.0329 mm. Functional model performance demonstrated excellent reliability ICC = 0.926 and precision SEm = 0.42%. Conclusions This study demonstrated that a deep learning framework can precisely and reliably automate measures of IVD function, drastically improving the throughput of these time-intensive methods.
Collapse
Affiliation(s)
- James A. Coppock
- Department of Orthopedic Surgery, Duke University School of Medicine, United States
- Department of Biomedical Engineering, Duke University, United States
| | - Nicole E. Zimmer
- Department of Orthopedic Surgery, Duke University School of Medicine, United States
- Department of Biomedical Engineering, Duke University, United States
| | | | - Adam P. Goode
- Department of Orthopedic Surgery, Duke University School of Medicine, United States
- Duke Clinical Research Institute, Duke University School of Medicine, United States
- Department of Population Health Sciences, Duke University, United States
| | - Louis E. DeFrate
- Department of Orthopedic Surgery, Duke University School of Medicine, United States
- Department of Biomedical Engineering, Duke University, United States
- Department of Mechanical Engineering and Materials Science, Duke University, United States
| |
Collapse
|
5
|
Kim-Wang SY, Spritzer CE, Owusu-Akyaw K, Coppock JA, Goode AP, Englander ZA, Wittstein JR, DeFrate LE. The Predicted Position of the Knee Near the Time of ACL Rupture Is Similar Between 2 Commonly Observed Patterns of Bone Bruising on MRI: Response. Am J Sports Med 2023; 51:NP22-NP24. [PMID: 37392078 DOI: 10.1177/03635465231172184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/02/2023]
|
6
|
Kim-Wang SY, Bradley PX, Cutcliffe HC, Collins AT, Crook BS, Paranjape CS, Spritzer CE, DeFrate LE. Auto-segmentation of the tibia and femur from knee MR images via deep learning and its application to cartilage strain and recovery. J Biomech 2023; 149:111473. [PMID: 36791514 PMCID: PMC10281551 DOI: 10.1016/j.jbiomech.2023.111473] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 12/21/2022] [Accepted: 01/24/2023] [Indexed: 01/27/2023]
Abstract
The ability to efficiently and reproducibly generate subject-specific 3D models of bone and soft tissue is important to many areas of musculoskeletal research. However, methodologies requiring such models have largely been limited by lengthy manual segmentation times. Recently, machine learning, and more specifically, convolutional neural networks, have shown potential to alleviate this bottleneck in research throughput. Thus, the purpose of this work was to develop a modified version of the convolutional neural network architecture U-Net to automate segmentation of the tibia and femur from double echo steady state knee magnetic resonance (MR) images. Our model was trained on a dataset of over 4,000 MR images from 34 subjects, segmented by three experienced researchers, and reviewed by a musculoskeletal radiologist. For our validation and testing sets, we achieved dice coefficients of 0.985 and 0.984, respectively. As further testing, we applied our trained model to a prior study of tibial cartilage strain and recovery. In this analysis, across all subjects, there were no statistically significant differences in cartilage strain between the machine learning and ground truth bone models, with a mean difference of 0.2 ± 0.7 % (mean ± 95 % confidence interval). This difference is within the measurement resolution of previous cartilage strain studies from our lab using manual segmentation. In summary, we successfully trained, validated, and tested a machine learning model capable of segmenting MR images of the knee, achieving results that are comparable to trained human segmenters.
Collapse
Affiliation(s)
- Sophia Y Kim-Wang
- Duke University School of Medicine, United States; Department of Biomedical Engineering, Duke University, United States
| | - Patrick X Bradley
- Department of Mechanical Engineering and Materials Science, Duke University, United States
| | | | - Amber T Collins
- Department of Orthopaedic Surgery, Duke University School of Medicine, United States
| | - Bryan S Crook
- Department of Orthopaedic Surgery, Duke University School of Medicine, United States
| | - Chinmay S Paranjape
- Department of Orthopaedic Surgery, Duke University School of Medicine, United States
| | - Charles E Spritzer
- Department of Radiology, Duke University School of Medicine, United States
| | - Louis E DeFrate
- Department of Biomedical Engineering, Duke University, United States; Department of Mechanical Engineering and Materials Science, Duke University, United States; Department of Orthopaedic Surgery, Duke University School of Medicine, United States.
| |
Collapse
|
7
|
Bradley PX, Thomas KN, Kratzer AL, Robinson AC, Wittstein JR, DeFrate LE, McNulty AL. The Interplay of Biomechanical and Biological Changes Following Meniscus Injury. Curr Rheumatol Rep 2023; 25:35-46. [PMID: 36479669 PMCID: PMC10267895 DOI: 10.1007/s11926-022-01093-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/31/2022] [Indexed: 12/12/2022]
Abstract
PURPOSE OF REVIEW Meniscus injury often leads to joint degeneration and post-traumatic osteoarthritis (PTOA) development. Therefore, the purpose of this review is to outline the current understanding of biomechanical and biological repercussions following meniscus injury and how these changes impact meniscus repair and PTOA development. Moreover, we identify key gaps in knowledge that must be further investigated to improve meniscus healing and prevent PTOA. RECENT FINDINGS Following meniscus injury, both biomechanical and biological alterations frequently occur in multiple tissues in the joint. Biomechanically, meniscus tears compromise the ability of the meniscus to transfer load in the joint, making the cartilage more vulnerable to increased strain. Biologically, the post-injury environment is often characterized by an increase in pro-inflammatory cytokines, catabolic enzymes, and immune cells. These multi-faceted changes have a significant interplay and result in an environment that opposes tissue repair and contributes to PTOA development. Additionally, degenerative changes associated with OA may cause a feedback cycle, negatively impacting the healing capacity of the meniscus. Strides have been made towards understanding post-injury biological and biomechanical changes in the joint, their interplay, and how they affect healing and PTOA development. However, in order to improve clinical treatments to promote meniscus healing and prevent PTOA development, there is an urgent need to understand the physiologic changes in the joint following injury. In particular, work is needed on the in vivo characterization of the temporal biomechanical and biological changes that occur in patients following meniscus injury and how these changes contribute to PTOA development.
Collapse
Affiliation(s)
- Patrick X Bradley
- Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC, USA
| | - Karl N Thomas
- Department of Orthopaedic Surgery, Duke University School of Medicine, DUMC Box 3093, Durham, NC, 27710, USA
| | - Avery L Kratzer
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Allison C Robinson
- Department of Orthopaedic Surgery, Duke University School of Medicine, DUMC Box 3093, Durham, NC, 27710, USA
| | - Jocelyn R Wittstein
- Department of Orthopaedic Surgery, Duke University School of Medicine, DUMC Box 3093, Durham, NC, 27710, USA
| | - Louis E DeFrate
- Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC, USA
- Department of Orthopaedic Surgery, Duke University School of Medicine, DUMC Box 3093, Durham, NC, 27710, USA
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Amy L McNulty
- Department of Orthopaedic Surgery, Duke University School of Medicine, DUMC Box 3093, Durham, NC, 27710, USA.
- Department of Biomedical Engineering, Duke University, Durham, NC, USA.
- Department of Pathology, Duke University School of Medicine, Durham, NC, USA.
| |
Collapse
|
8
|
Foody JN, Bradley PX, Spritzer CE, Wittstein JR, DeFrate LE, Englander ZA. Elevated In Vivo ACL Strain Is Associated With a Straight Knee in Both the Sagittal and the Coronal Planes. Am J Sports Med 2023; 51:422-428. [PMID: 36625427 DOI: 10.1177/03635465221141876] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
BACKGROUND Noncontact anterior cruciate ligament (ACL) injuries typically occur during deceleration movements such as landing or cutting. However, conflicting data have left the kinematic mechanisms leading to these injuries unclear. Quantifying the influence of sagittal and coronal plane knee kinematics on in vivo ACL strain may help to elucidate noncontact ACL injury mechanisms. PURPOSE/HYPOTHESIS The purpose of this study was to measure in vivo sagittal and coronal plane knee kinematics and ACL strain during a single-leg jump. We hypothesized that ACL strain would be modulated primarily by motion in the sagittal plane and that limited coronal plane motion would be measured during this activity. STUDY DESIGN Descriptive laboratory study. METHODS Seventeen healthy participants (8 male/9 female) underwent magnetic resonance imaging (MRI) followed by high-speed biplanar radiography, obtained as participants performed a single-leg jump. Three-dimensional models of the femur, tibia, and associated ACL attachment site footprints were created from the MRIs and registered to the radiographs to reproduce the position of the knee during the jump. ACL strain, knee flexion/extension angles, and varus/valgus angles were measured throughout the jump. Spearman rank correlations were used to assess relationships between mean ACL strain and kinematic variables. RESULTS Mean ACL strain increased with decreasing knee flexion angle (ρ = -0.3; P = .002), and local maxima in ACL strain occurred with the knee in a straight position in both the sagittal and the coronal planes. In addition, limited coronal plane motion (varus/valgus angle) was measured during this activity (mean ± SD, -0.5°± 0.3°). Furthermore, we did not detect a statistically significant relationship between ACL strain and varus/valgus angle (ρ = -0.01; P = .9). CONCLUSION ACL strain was maximized when the knee was in a straight position in both the sagittal and coronal planes. Participants remained in <1° of varus/valgus position on average throughout the jump. As a ligament under elevated strain is more vulnerable to injury, landing on a straight knee may be an important risk factor for ACL rupture. CLINICAL RELEVANCE These data may improve understanding of risk factors for noncontact ACL injury, which may be useful in designing ACL injury prevention programs.
Collapse
Affiliation(s)
- Jacqueline N Foody
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA.,Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA
| | - Patrick X Bradley
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA.,Department of Mechanical Engineering and Materials Science, Duke University, Durham, North Carolina, USA
| | | | - Jocelyn R Wittstein
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA
| | - Louis E DeFrate
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA.,Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA.,Department of Mechanical Engineering and Materials Science, Duke University, Durham, North Carolina, USA
| | - Zoë A Englander
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA
| |
Collapse
|
9
|
Coppock JA, Zimmer NE, Englander ZA, Danyluk ST, Kosinski AS, Spritzer CE, Goode AP, DeFrate LE. In vivo intervertebral disc mechanical deformation following a treadmill walking "stress test" is inversely related to T1rho relaxation time. Osteoarthritis Cartilage 2023; 31:126-133. [PMID: 36191831 PMCID: PMC10127291 DOI: 10.1016/j.joca.2022.09.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 09/12/2022] [Accepted: 09/24/2022] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To assess the in vivo relationship between the mechanical response of intervertebral discs (IVDs) to dynamic activity and IVD biochemical composition assessed via T1rho relaxation imaging. DESIGN Eighteen asymptomatic participants with no history of low back pain (LBP), injury, or surgery underwent magnetic resonance (MR) imaging of their lumbar spine prior to and immediately following a treadmill walking "stress test." Anatomic (SPACE, FLASH) MR images were obtained pre- and post-exercise and utilized to measure IVD mechanical deformation. Quantitative (T1rho) imaging was performed pre-exercise to reflect IVD composition. Pre-exercise anatomic images were also utilized to assess IVD degenerative status based on the modified Pfirrmann scale. To quantify mechanical response, 3D surface models of the L1-L2-L5-S1 IVDs were created from manual segmentations of pre- and post-exercise anatomic images and utilized to assess changes in IVD height. IVD strain (%) was defined as change in IVD height normalized to pre-activity height. Linear mixed models were used to assess the relationships between IVD mechanical deformation (strain), composition (T1rho relaxation time), and degenerative status (Pfirrmann grade). RESULTS Increased compressive IVD strain was associated with lower T1rho relaxation times in the nucleus pulposus (NP) of the disc (βT1rho=5.07,CI:[1.52,7.77],Rmarg2=0.52,p=0.005). Thus, an inverse relationship between IVD strain and NP T1rho relaxation time was observed. CONCLUSION The in vivo mechanical response of the IVD to the "stress test" was sensitive to differences in NP composition. The results of this study suggest that quantification of in vivo IVD mechanical function and composition may provide insight into IVD health.
Collapse
Affiliation(s)
- J A Coppock
- Department of Biomedical Engineering, Duke University, Durham, NC, USA; Department of Orthopedic Surgery, Duke University School of Medicine, Durham, NC, USA
| | - N E Zimmer
- Department of Biomedical Engineering, Duke University, Durham, NC, USA; Department of Orthopedic Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Z A Englander
- Department of Biomedical Engineering, Duke University, Durham, NC, USA; Department of Orthopedic Surgery, Duke University School of Medicine, Durham, NC, USA
| | - S T Danyluk
- Department of Orthopedic Surgery, Duke University School of Medicine, Durham, NC, USA
| | - A S Kosinski
- Department of Biostatistics & Bioinformatics, Duke University, Durham, NC, USA; Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, USA
| | - C E Spritzer
- Department of Radiology, Duke University School of Medicine, Durham, NC, USA
| | - A P Goode
- Department of Orthopedic Surgery, Duke University School of Medicine, Durham, NC, USA; Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, USA; Department of Population Health Sciences, Duke University, Durham, NC, USA
| | - L E DeFrate
- Department of Biomedical Engineering, Duke University, Durham, NC, USA; Department of Orthopedic Surgery, Duke University School of Medicine, Durham, NC, USA; Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC, USA.
| |
Collapse
|
10
|
Kim-Wang SY, Spritzer CE, Owusu-Akyaw K, Coppock JA, Goode AP, Englander ZA, Wittstein JR, DeFrate LE. The Predicted Position of the Knee Near the Time of ACL Rupture Is Similar Between 2 Commonly Observed Patterns of Bone Bruising on MRI. Am J Sports Med 2023; 51:58-65. [PMID: 36440714 DOI: 10.1177/03635465221131551] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
BACKGROUND Bone bruises observed on magnetic resonance imaging (MRI) can provide insight into the mechanisms of noncontact anterior cruciate ligament (ACL) injury. However, it remains unclear whether the position of the knee near the time of injury differs between patients evaluated with different patterns of bone bruising, particularly with regard to valgus angles. HYPOTHESIS The position of the knee near the time of injury is similar between patients evaluated with 2 commonly occurring patterns of bone bruising. STUDY DESIGN Descriptive laboratory study. METHODS Clinical T2- and T1-weighted MRI scans obtained within 6 weeks of noncontact ACL rupture were reviewed. Patients had either 3 (n = 20) or 4 (n = 30) bone bruises. Patients in the 4-bone bruise group had bruising of the medial and lateral compartments of the femur and tibia, whereas patients in the 3-bone bruise group did not have a bruise on the medial femoral condyle. The outer contours of the bones and associated bruises were segmented from the MRI scans and used to create 3-dimensional surface models. For each patient, the position of the knee near the time of injury was predicted by moving the tibial model relative to the femoral model to maximize the overlap of the tibiofemoral bone bruises. Logistic regressions (adjusted for sex, age, and presence of medial collateral ligament injury) were used to assess relationships between predicted injury position (quantified in terms of knee flexion angle, valgus angle, internal rotation angle, and anterior tibial translation) and bone bruise group. RESULTS The predicted injury position for patients in both groups involved a flexion angle <20°, anterior translation >20 mm, valgus angle <10°, and internal rotation angle <10°. The injury position for the 3-bone bruise group involved less flexion (odds ratio [OR], 0.914; 95% CI, 0.846-0.987; P = .02) and internal rotation (OR, 0.832; 95% CI, 0.739-0.937; P = .002) as compared with patients with 4 bone bruises. CONCLUSION The predicted position of injury for patients displaying both 3 and 4 bone bruises involved substantial anterior tibial translation (>20 mm), with the knee in a straight position in both the sagittal (<20°) and the coronal (<10°) planes. CLINICAL RELEVANCE Landing on a straight knee with subsequent anterior tibial translation is a potential mechanism of noncontact ACL injury.
Collapse
Affiliation(s)
- Sophia Y Kim-Wang
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, North Carolina, USA
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
| | - Charles E Spritzer
- Department of Radiology, Duke University School of Medicine, Durham, North Carolina, USA
| | - Kwadwo Owusu-Akyaw
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, North Carolina, USA
| | - James A Coppock
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, North Carolina, USA
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
| | - Adam P Goode
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, North Carolina, USA
- Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina, USA
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, North Carolina, USA
| | - Zoë A Englander
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, North Carolina, USA
| | - Jocelyn R Wittstein
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, North Carolina, USA
| | - Louis E DeFrate
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, North Carolina, USA
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
- Department of Mechanical Engineering and Materials Science, Duke University, Durham, North Carolina, USA
| |
Collapse
|
11
|
Goode AP, Cleveland RJ, George SZ, Schwartz TA, Kraus VB, Renner JB, Gracely RH, DeFrate LE, Hu D, Jordan JM, Golightly YM. Predictors of Lumbar Spine Degeneration and Low Back Pain in the Community: The Johnston County Osteoarthritis Project. Arthritis Care Res (Hoboken) 2022; 74:1659-1666. [PMID: 33973412 PMCID: PMC8578580 DOI: 10.1002/acr.24643] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Revised: 04/23/2021] [Accepted: 05/04/2021] [Indexed: 11/10/2022]
Abstract
OBJECTIVE To determine the incidence and worsening of lumbar spine structure and low back pain (LBP) and whether they are predicted by demographic characteristics or clinical characteristics or appendicular joint osteoarthritis (OA). METHODS Paired baseline (2003-2004) and follow-up (2006-2010) lumbar spine radiographs from the Johnston County Osteoarthritis Project were graded for osteophytes (OST), disc space narrowing (DSN), spondylolisthesis, and presence of facet joint OA (FOA). Spine OA was defined as at least mild OST and mild DSN at the same level for any level of the lumbar spine. LBP, comorbidities, and back injury were self-reported. Weibull models were used to estimate hazard ratios (HRs) and 95% confidence intervals (95% CIs) of spine phenotypes accounting for potential predictors including demographic characteristics, clinical characteristics, comorbidities, obesity, and appendicular OA. RESULTS Obesity was a consistent and strong predictor of incidence of DSN (HR 1.80 [95% CI 1.09-2.98]), spine OA (HR 1.56 [95% CI 1.01-2.41]), FOA (HR 4.99 [95% CI 1.46-17.10]), spondylolisthesis (HR 1.87 [95% CI 1.02-3.43]), and LBP (HR 1.75 [95% CI 1.19-2.56]), and worsening of DSN (HR 1.51 [95% CI 1.09-2.09]) and LBP (HR 1.51 [95% CI 1.12-2.06]). Knee OA was a predictor of incident FOA (HR 4.18 [95% CI 1.44-12.2]). Spine OA (HR 1.80 [95% CI 1.24-2.63]) and OST (HR 1.85 [95% CI 1.02-3.36]) were predictors of incidence of LBP. Hip OA (HR 1.39 [95% CI 1.04-1.85]) and OST (HR 1.58 [95% CI 1.00-2.49]) were predictors of LBP worsening. CONCLUSION Among the multiple predictors of spine phenotypes, obesity was a common predictor for both incidence and worsening of lumbar spine degeneration and LBP.
Collapse
Affiliation(s)
- Adam P. Goode
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, USA
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Rebecca J. Cleveland
- Thurston Arthritis Research Center, University of North Carolina, Chapel Hill, NC, USA
- Department of Medicine, University of North Carolina, Chapel Hill, NC, USA
| | - Steven Z. George
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, USA
| | - Todd A. Schwartz
- Thurston Arthritis Research Center, University of North Carolina, Chapel Hill, NC, USA
- Department of Biostatistics, University of North Carolina, Chapel Hill, NC, USA
| | - Virginia B. Kraus
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA
- Duke Molecular Physiology Institute and Department of Medicine, Duke University School of Medicine, Durham, NC, USA
| | - Jordan B. Renner
- Thurston Arthritis Research Center, University of North Carolina, Chapel Hill, NC, USA
- Department of Radiology, University of North Carolina, Chapel Hill, NC, USA
| | - Richard H. Gracely
- Department of Endodontics, Adams School of Dentistry, University of North Carolina, Chapel Hill, NC, USA
| | - Louis E. DeFrate
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA
- Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC, USA
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - David Hu
- Thurston Arthritis Research Center, University of North Carolina, Chapel Hill, NC, USA
| | - Joanne M. Jordan
- Thurston Arthritis Research Center, University of North Carolina, Chapel Hill, NC, USA
- Department of Medicine, University of North Carolina, Chapel Hill, NC, USA
- Department of Orthopedics, University of North Carolina, Chapel Hill, NC, USA
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC, USA
| | - Yvonne M. Golightly
- Thurston Arthritis Research Center, University of North Carolina, Chapel Hill, NC, USA
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC, USA
- Injury Prevention Research Center, University of North Carolina, Chapel Hill, NC, USA
- Division of Physical Therapy, University of North Carolina, Chapel Hill, NC, USA
| |
Collapse
|
12
|
Englander ZA, Foody JN, Cutcliffe HC, Wittstein JR, Spritzer CE, DeFrate LE. Use of a Novel Multimodal Imaging Technique to Model In Vivo Quadriceps Force and ACL Strain During Dynamic Activity. Am J Sports Med 2022; 50:2688-2697. [PMID: 35853157 PMCID: PMC9875882 DOI: 10.1177/03635465221107085] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Quadriceps loading of the anterior cruciate ligament (ACL) may play a role in the noncontact mechanism of ACL injury. Musculoskeletal modeling techniques are used to estimate the intrinsic force of the quadriceps acting at the knee joint. PURPOSE/HYPOTHESIS The purpose of this paper was to develop a novel musculoskeletal model of in vivo quadriceps force during dynamic activity. We used the model to estimate quadriceps force in relation to ACL strain during a single-leg jump. We hypothesized that quadriceps loading of the ACL would reach a local maximum before initial ground contact with the knee positioned in extension. STUDY DESIGN Descriptive laboratory study. METHODS Six male participants underwent magnetic resonance imaging in addition to high-speed biplanar radiography during a single-leg jump. Three-dimensional models of the knee joint, including the femur, tibia, patellofemoral cartilage surfaces, and attachment-site footprints of the patellar tendon, quadriceps tendon, and ACL, were created from the magnetic resonance imaging scans. The bone models were registered to the biplanar radiographs, thereby reproducing the positions of the knee joint at the time of radiographic imaging. The magnitude of quadriceps force was determined for each knee position based on a 3-dimensional balance of the forces and moments of the patellar tendon and the patellofemoral cartilage contact acting on the patella. Knee kinematics and ACL strain were determined for each knee position. RESULTS A local maximum in average quadriceps force of approximately 6500 N (8.4× body weight) occurred before initial ground contact. ACL strain increased concurrently with quadriceps force when the knee was positioned in extension. CONCLUSION This novel participant-specific modeling technique provides estimates of in vivo quadriceps force during physiologic dynamic loading. A local maximum in quadriceps force before initial ground contact may tension the ACL when the knee is positioned in extension. CLINICAL RELEVANCE These data contribute to understanding noncontact ACL injury mechanisms and the potential role of quadriceps activation in these injuries.
Collapse
Affiliation(s)
- Zoë A. Englander
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
| | - Jacqueline N. Foody
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA.,Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA
| | - Hattie C. Cutcliffe
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA.,Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA
| | | | | | - Louis E. DeFrate
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA.,Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA.,Department of Mechanical Engineering and Materials Science, Duke University, Durham, North Carolina, USA.,Address correspondence to Louis E. DeFrate, ScD, Duke University Medical Center, Room 379, Medical Sciences Research Bldg, Box 3093, Durham, NC 27710, USA ()
| |
Collapse
|
13
|
Martin JT, Wesorick B, Oldweiler AB, Kosinski AS, Goode AP, DeFrate LE. In vivo fluid transport in human intervertebral discs varies by spinal level and disc region. JOR Spine 2022; 5:e1199. [PMID: 35783907 PMCID: PMC9238288 DOI: 10.1002/jsp2.1199] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Revised: 03/14/2022] [Accepted: 03/16/2022] [Indexed: 12/25/2022] Open
Abstract
Background The lumbar discs are large, dense tissues that are primarily avascular, and cells residing in the central region of the disc are up to 6-8 mm from the nearest blood vessel in adults. To maintain homeostasis, disc cells rely on nutrient transport between the discs and adjacent vertebrae. Thus, diminished transport has been proposed as a factor in age-related disc degeneration. Methods In this study, we used magnetic resonance imaging (MRI) to quantify diurnal changes in T2 relaxation time, an MRI biomarker related to disc hydration, to generate 3D models of disc fluid distribution and determine how diurnal changes in fluid varied by spinal level. We recruited 10 participants (five males/five females; age: 21-30 years; BMI: 19.1-29.0 kg/m2) and evaluated the T2 relaxation time of each disc at 8:00 AM and 7:00 PM, as well as degeneration grade (Pfirrmann). We also measured disc height, volume, and perimeter in a subset of individuals as a preliminary comparison of geometry and transport properties. Results We found that the baseline (AM) T2 relaxation time and the diurnal change in T2 relaxation time were greatest in the cranial lumbar discs, decreasing along the lumbar spine from cranial to caudal. In cranial discs, T2 relaxation times decreased in each disc region (nucleus pulposus [NP], inner annulus fibrosus [IAF], and outer annulus fibrosus [OAF]), whereas in caudal discs, T2 relaxation times decreased in the NP but increased in the AF. Conclusions Fluid transport varied by spinal level, where transport was greatest in the most cranial lumbar discs and decreased from cranial to caudal along the lumbar spine. Future work should evaluate what level-dependent factors affect transport.
Collapse
Affiliation(s)
- John T. Martin
- Department of Orthopaedic SurgeryDuke University School of MedicineDurhamNorth CarolinaUSA
| | - Benjamin Wesorick
- Department of Orthopaedic SurgeryDuke University School of MedicineDurhamNorth CarolinaUSA
- Department of Biomedical EngineeringDuke UniversityDurhamNorth CarolinaUSA
| | - Alexander B. Oldweiler
- Department of Orthopaedic SurgeryDuke University School of MedicineDurhamNorth CarolinaUSA
| | - Andrzej S. Kosinski
- Duke Clinical Research InstituteDuke University School of MedicineDurhamNorth CarolinaUSA
- Department of Biostatistics and BioinformaticsDuke University School of MedicineDurhamNorth CarolinaUSA
| | - Adam P. Goode
- Department of Orthopaedic SurgeryDuke University School of MedicineDurhamNorth CarolinaUSA
- Duke Clinical Research InstituteDuke University School of MedicineDurhamNorth CarolinaUSA
- Department of Population Health SciencesDuke University School of MedicineDurhamNorth CarolinaUSA
| | - Louis E. DeFrate
- Department of Orthopaedic SurgeryDuke University School of MedicineDurhamNorth CarolinaUSA
- Department of Biomedical EngineeringDuke UniversityDurhamNorth CarolinaUSA
- Department of Mechanical Engineering and Materials ScienceDuke UniversityDurhamNorth CarolinaUSA
| |
Collapse
|
14
|
Tamayo KS, Heckelman LN, Spritzer CE, DeFrate LE, Collins AT. Obesity impacts the mechanical response and biochemical composition of patellofemoral cartilage: An in vivo, MRI-based investigation. J Biomech 2022; 134:110991. [PMID: 35176590 PMCID: PMC11103252 DOI: 10.1016/j.jbiomech.2022.110991] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 01/26/2022] [Accepted: 02/03/2022] [Indexed: 12/15/2022]
Abstract
Obesity is a primary risk factor for osteoarthritis. While previous work has addressed relationships between in vivo cartilage mechanics, composition, and obesity in the tibiofemoral joint, there is limited information on these relationships in the patellofemoral joint. The purpose of this study was to compare the patellofemoral cartilage mechanical response to walking in participants with normal and obese body mass indices (BMIs). Additionally, patellar cartilage T1rho relaxation times were measured before exercise to characterize the biochemical composition of the tissue. Fifteen participants (eight with normal BMI and seven with obese BMI) underwent baseline magnetic resonance imaging (MRI) of their right knee. They then walked on a treadmill for 20 min at a speed normalized to their leg length before a second MRI scan. Subsequently, three-dimensional models of the bones and articular surfaces of the patellofemoral joint were created via manual segmentation of the pre- and post-exercise MR images to compute cartilage thickness and strain. Strain was defined as the change in patellofemoral cartilage thickness normalized to the baseline thickness. Results showed that participants with an obese BMI exhibited significantly increased patellofemoral cartilage strain compared to those with a normal BMI (5.4 ± 4% vs. 1.7 ± 3%, respectively; p = 0.003). Furthermore, patellar cartilage T1rho values were significantly higher in participants with obese versus normal BMIs (95 ms vs. 83 ms, respectively; p = 0.049), indicative of decreased proteoglycan content in those with an obese BMI. In summary, the altered patellofemoral cartilage strain and composition observed in those with an obese BMI may be indicative of cartilage degeneration.
Collapse
Affiliation(s)
- K S Tamayo
- Department of Orthopaedic Surgery, Duke University, Durham, NC, United States
| | - L N Heckelman
- Department of Orthopaedic Surgery, Duke University, Durham, NC, United States; Department of Biomedical Engineering, Duke University, Durham, NC, United States
| | - C E Spritzer
- Department of Radiology, Duke University, Durham, NC, United States
| | - L E DeFrate
- Department of Orthopaedic Surgery, Duke University, Durham, NC, United States; Department of Biomedical Engineering, Duke University, Durham, NC, United States; Department of Mechanical Engineering & Materials Science, Duke University, Durham, NC, United States.
| | - A T Collins
- Department of Orthopaedic Surgery, Duke University, Durham, NC, United States
| |
Collapse
|
15
|
Cutcliffe HC, Kottamasu PK, McNulty AL, Goode AP, Spritzer CE, DeFrate LE. Mechanical metrics may show improved ability to predict osteoarthritis compared to T1rho mapping. J Biomech 2021; 129:110771. [PMID: 34627074 PMCID: PMC8744537 DOI: 10.1016/j.jbiomech.2021.110771] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 09/08/2021] [Accepted: 09/22/2021] [Indexed: 01/01/2023]
Abstract
Changes in cartilage structure and composition are commonly observed during the progression of osteoarthritis (OA). Importantly, quantitative magnetic resonance imaging (MRI) methods, such as T1rho relaxation imaging, can noninvasively provide in vivo metrics that reflect changes in cartilage composition and therefore have the potential for use in early OA detection. Changes in cartilage mechanical properties are also hallmarks of OA cartilage; thus, measurement of cartilage mechanical properties may also be beneficial for earlier OA detection. However, the relative predictive ability of compositional versus mechanical properties in detecting OA has yet to be determined. Therefore, we developed logistic regression models predicting OA status in an ex vivo environment using several mechanical and compositional metrics to assess which metrics most effectively predict OA status. Specifically, in this study the compositional metric analyzed was the T1rho relaxation time, while the mechanical metrics analyzed were the stiffness and recovery (defined as a measure of how quickly cartilage returns to its original shape after loading) of the cartilage. Cartilage recovery had the best predictive ability of OA status both alone and in a multivariate model including the T1rho relaxation time. These findings highlight the potential of cartilage recovery as a non-invasive marker of in vivo cartilage health and motivate future investigation of this metric clinically.
Collapse
Affiliation(s)
- Hattie C Cutcliffe
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC 27710, United States; Department of Biomedical Engineering, Duke University, Durham, NC 27708, United States
| | - Pavan K Kottamasu
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC 27710, United States
| | - Amy L McNulty
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC 27710, United States; Department of Pathology, Duke University School of Medicine, Durham, NC 27710, United States
| | - Adam P Goode
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC 27710, United States; Department of Population Health Sciences, Duke University School of Medicine, Durham, NC 27710, United States; Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC 27710, United States
| | - Charles E Spritzer
- Department of Biomedical Engineering, Duke University, Durham, NC 27708, United States; Department of Radiology, Duke University School of Medicine, Durham, NC 27710, United States
| | - Louis E DeFrate
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC 27710, United States; Department of Biomedical Engineering, Duke University, Durham, NC 27708, United States; Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC 27708, United States.
| |
Collapse
|
16
|
Heckelman LN, Wesorick BR, DeFrate LE, Lee RH. Diabetes is associated with a lower minimum moment of inertia among older women: An analysis of 3D reconstructions of clinical CT scans. J Biomech 2021; 128:110707. [PMID: 34488049 PMCID: PMC9985487 DOI: 10.1016/j.jbiomech.2021.110707] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 08/19/2021] [Accepted: 08/23/2021] [Indexed: 12/16/2022]
Abstract
Hip fractures are a significant burden on the aging population, often resulting in reduced mobility, loss of independence, and elevated risk of mortality. While fracture risk is generally inversely related to bone mineral density (BMD), people with diabetes suffer a higher fracture rate despite having a higher BMD. To better understand the connection between diabetes and fracture risk, we developed a method to measure the minimum moment of inertia (mMOI; a geometric factor associated with fracture risk) from clinical CT scans of the pelvis. Since hip fractures are more prevalent in women, we focused on females in this study. We hypothesized that females with diabetes would have a lower mMOI along the femoral neck than those without diabetes, indicative of a higher fracture risk. Three-dimensional models of each hip were created from clinical CT scans of 40 older women (27 with diabetes: 10 fracture/17 non-fractured; 13 without diabetes: non-fractured controls). The mMOI of each hip (n = 80) was reported as the average from three trials. People with diabetes had an 18% lower mMOI as compared to those without diabetes after adjusting for age and BMI (p = 0.02). No differences in the mMOIs between the fractured and contralateral hips in the diabetic group were observed (p = 0.78). Similarly, no differences were observed between the fractured and non-fractured hips of people with diabetes (p = 0.29) when accounting for age and BMI. This suggests structural differences in the hips of individuals with diabetes (measured by the mMOI) may be associated with their elevated fracture risk.
Collapse
Affiliation(s)
- Lauren N Heckelman
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA; Department of Biomedical Engineering, Pratt School of Engineering, Duke University, Durham, NC, USA
| | - Benjamin R Wesorick
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA; Department of Biomedical Engineering, Pratt School of Engineering, Duke University, Durham, NC, USA
| | - Louis E DeFrate
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA; Department of Biomedical Engineering, Pratt School of Engineering, Duke University, Durham, NC, USA; Department of Mechanical Engineering and Materials Science, Pratt School of Engineering, Duke University, Durham, NC, USA.
| | - Richard H Lee
- Department of Medicine, Duke University School of Medicine, Durham, NC, USA; Durham Veterans Affairs Medical Center, Durham, NC, USA
| |
Collapse
|
17
|
Kim-Wang SY, Holt AG, McGowan AM, Danyluk ST, Goode AP, Lau BC, Toth AP, Wittstein JR, DeFrate LE, Yi JS, McNulty AL. Immune cell profiles in synovial fluid after anterior cruciate ligament and meniscus injuries. Arthritis Res Ther 2021; 23:280. [PMID: 34736523 PMCID: PMC8567695 DOI: 10.1186/s13075-021-02661-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Accepted: 10/17/2021] [Indexed: 01/18/2023] Open
Abstract
Background Anterior cruciate ligament (ACL) and meniscus tears are common knee injuries. Despite the high rate of post-traumatic osteoarthritis (PTOA) following these injuries, the contributing factors remain unclear. In this study, we characterized the immune cell profiles of normal and injured joints at the time of ACL and meniscal surgeries. Methods Twenty-nine patients (14 meniscus-injured and 15 ACL-injured) undergoing ACL and/or meniscus surgery but with a normal contralateral knee were recruited. During surgery, synovial fluid was aspirated from both normal and injured knees. Synovial fluid cells were pelleted, washed, and stained with an antibody cocktail consisting of fluorescent antibodies for cell surface proteins. Analysis of immune cells in the synovial fluid was performed by polychromatic flow cytometry. A broad spectrum immune cell panel was used in the first 10 subjects. Based on these results, a T cell-specific panel was used in the subsequent 19 subjects. Results Using the broad spectrum immune cell panel, we detected significantly more total viable cells and CD3 T cells in the injured compared to the paired normal knees. In addition, there were significantly more injured knees with T cells above a 500-cell threshold. Within the injured knees, CD4 and CD8 T cells were able to be differentiated into subsets. The frequency of total CD4 T cells was significantly different among injury types, but no statistical differences were detected among CD4 and CD8 T cell subsets by injury type. Conclusions Our findings provide foundational data showing that ACL and meniscus injuries induce an immune cell-rich microenvironment that consists primarily of T cells with multiple T helper phenotypes. Future studies investigating the relationship between immune cells and joint degeneration may provide an enhanced understanding of the pathophysiology of PTOA following joint injury.
Collapse
Affiliation(s)
- Sophia Y Kim-Wang
- Department of Biomedical Engineering, Duke University, Durham, NC, USA.,Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Abigail G Holt
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Alyssa M McGowan
- Department of Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Stephanie T Danyluk
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Adam P Goode
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Brian C Lau
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Alison P Toth
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Jocelyn R Wittstein
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Louis E DeFrate
- Department of Biomedical Engineering, Duke University, Durham, NC, USA. .,Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA. .,Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC, USA.
| | - John S Yi
- Department of Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Amy L McNulty
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA.,Department of Pathology, Duke University School of Medicine, Durham, NC, USA
| |
Collapse
|
18
|
Andress B, Kim JH, Cutcliffe HC, Amendola A, Goode AP, Varghese S, DeFrate LE, McNulty AL. Meniscus cell regional phenotypes: Dedifferentiation and reversal by biomaterial embedding. J Orthop Res 2021; 39:2177-2186. [PMID: 33325039 PMCID: PMC8203760 DOI: 10.1002/jor.24954] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Revised: 11/24/2020] [Accepted: 12/14/2020] [Indexed: 02/04/2023]
Abstract
Meniscus injuries are common and a major cause of long-term joint degeneration and disability. Current treatment options are limited, so novel regenerative therapies or tissue engineering strategies are urgently needed. The development of new therapies is hindered by a lack of knowledge regarding the cellular biology of the meniscus and a lack of well-established methods for studying meniscus cells in vitro. The goals of this study were to (1) establish baseline expression profiles and dedifferentiation patterns of inner and outer zone primary meniscus cells, and (2) evaluate the utility of poly(ethylene glycol) diacrylate (PEGDA) and gelatin methacrylate (GelMA) polymer hydrogels to reverse dedifferentiation trends for long-term meniscus cell culture. Using reverse transcription-quantitative polymerase chain reaction, we measured expression levels of putative meniscus phenotype marker genes in freshly isolated meniscus tissue, tissue explant culture, and monolayer culture of inner and outer zone meniscus cells from porcine knees to establish baseline dedifferentiation characteristics, and then compared these expression levels to PEGDA/GelMA embedded passaged meniscus cells. COL1A1 showed robust upregulation, while CHAD, CILP, and COMP showed downregulation with monolayer culture. Expression levels of COL2A1, ACAN, and SOX9 were surprisingly similar between inner and outer zone tissue and were found to be less sensitive as markers of dedifferentiation. When embedded in PEGDA/GelMA hydrogels, expression levels of meniscus cell phenotype genes were significantly modulated by varying the ratio of polymer components, allowing these materials to be tuned for phenotype restoration, meniscus cell culture, and tissue engineering applications.
Collapse
Affiliation(s)
| | | | - Hattie C. Cutcliffe
- Department of Orthopaedic Surgery, Duke University School of Medicine,Department of Biomedical Engineering, Duke University
| | | | - Adam P. Goode
- Department of Orthopaedic Surgery, Duke University School of Medicine,Duke Clinical Research Institute, Duke University School of Medicine,Department of Population Health Science, Duke University School of Medicine
| | - Shyni Varghese
- Department of Orthopaedic Surgery, Duke University School of Medicine,Department of Biomedical Engineering, Duke University,Department of Mechanical Engineering and Materials Science, Duke University
| | - Louis E. DeFrate
- Department of Orthopaedic Surgery, Duke University School of Medicine,Department of Biomedical Engineering, Duke University,Department of Mechanical Engineering and Materials Science, Duke University
| | - Amy L. McNulty
- Department of Pathology, Duke University School of Medicine,Department of Orthopaedic Surgery, Duke University School of Medicine,Address for Correspondence: Dr. Amy L. McNulty, Duke University School of Medicine, DUMC 3093, Durham NC 27710 USA, Phone: (919) 684-6882,
| |
Collapse
|
19
|
Coppock JA, Danyluk ST, Englander ZA, Spritzer CE, Goode AP, DeFrate LE. Increasing BMI increases lumbar intervertebral disc deformation following a treadmill walking stress test. J Biomech 2021; 121:110392. [PMID: 33819699 DOI: 10.1016/j.jbiomech.2021.110392] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Revised: 02/22/2021] [Accepted: 03/13/2021] [Indexed: 10/21/2022]
Abstract
High body mass index (BMI) and obesity have been implicated as risk factors for lumbar degenerative disc disease and low back pain. Despite this, there is limited in vivo data to quantify how obesity influences the mechanical function of intervertebral discs (IVD) in response to activities of daily living. Recently, our lab has developed methodologies to non-invasively measure in vivo IVD deformation resulting from activities of daily living using magnetic resonance (MR) imaging and solid modeling techniques. This pilot study expands on these methodologies to assess how BMI influences IVD deformation following treadmill walking in eight asymptomatic individuals. Ordinary least squares regression analyses revealed a statistically significant relationship between BMI and compressive deformation (strain (%)) in the L5-S1 IVD (R2 = 0.61, p < 0.05). This relationship was weaker in the L3-L4 (R2 = 0.28, p > 0.05) and L4-L5 IVDs (R2 = 0.28, p > 0.05). Importantly, no relationship between pre-exercise disc height and BMI was identified (p > 0.05). Therefore, the results of this study suggest that BMI may alter the mechanical response of lumbar spine IVDs, particularly at the L5-S1 level. Furthermore, the observed relationship between increased BMI and IVD compressive deformation, in the absence of a detected relationship between pre-exercise disc height and BMI, suggests that changes in IVD mechanical function may be more sensitive to alterations in disc health than static clinical imaging alone. This finding highlights the importance of quantifying disc mechanical function when examining the relationship between BMI and IVD degeneration.
Collapse
Affiliation(s)
- James A Coppock
- Department of Orthopedic Surgery, Duke University School of Medicine, United States; Department of Biomedical Engineering, Duke University, United States
| | - Stephanie T Danyluk
- Department of Orthopedic Surgery, Duke University School of Medicine, United States
| | - Zoë A Englander
- Department of Orthopedic Surgery, Duke University School of Medicine, United States; Department of Biomedical Engineering, Duke University, United States
| | - Charles E Spritzer
- Department of Radiology, Duke University School of Medicine, United States
| | - Adam P Goode
- Department of Orthopedic Surgery, Duke University School of Medicine, United States; Duke Clinical Research Institute, Duke University School of Medicine, United States; Department of Population Health Sciences, United States
| | - Louis E DeFrate
- Department of Orthopedic Surgery, Duke University School of Medicine, United States; Department of Biomedical Engineering, Duke University, United States; Department of Mechanical Engineering and Materials Science, Duke University, United States.
| |
Collapse
|
20
|
Englander ZA, Lau BC, Wittstein JR, Goode AP, DeFrate LE. Patellar Tendon Orientation and Strain Are Predictors of ACL Strain In Vivo During a Single-Leg Jump. Orthop J Sports Med 2021; 9:2325967121991054. [PMID: 33796591 PMCID: PMC7983247 DOI: 10.1177/2325967121991054] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Accepted: 10/23/2020] [Indexed: 11/25/2022] Open
Abstract
Background: There is little in vivo data that describe the relationships between patellar
tendon orientation, patellar tendon strain, and anterior cruciate ligament
(ACL) strain during dynamic activities. Quantifying how the quadriceps load
the ACL via the patellar tendon is important for understanding ACL injury
mechanisms. Hypothesis: We hypothesized that flexion angle, patellar tendon orientation, and patellar
tendon strain influence ACL strain during a single-leg jump. Specifically,
we hypothesized that patellar tendon and ACL strains would increase
concurrently when the knee is positioned near extension during the jump. Study Design: Descriptive laboratory study. Methods: Models of the femur, tibia, ACL, patellar tendon, and quadriceps tendon
attachment sites of 8 male participants were generated from magnetic
resonance imaging (MRI). High-speed biplanar radiographs during a single-leg
jump were obtained. The bone models were registered to the radiographs,
thereby reproducing the in vivo positions of the bones, ligament, and tendon
attachment sites. Flexion angle, patellar tendon orientation, patellar
tendon strain, and ACL strain were measured from the registered models. ACL
and patellar tendon strains were approximated by normalizing their length at
each knee position to their length at the time of MRI. Two separate
bivariate linear regression models were used to assess relationships between
flexion angle and patellar tendon orientation and between ACL strain and
patellar tendon strain. A multivariate linear regression model was used to
assess whether flexion angle and patellar tendon strain were significant
predictors of ACL strain during the inflight and landing portions of the
jump. Results: Both flexion angle and patellar tendon strain were significant predictors
(P < .05) of ACL strain. These results indicate that
elevated ACL and patellar tendon strains were observed concurrently when the
knee was positioned near extension. Conclusion: Concurrent increases in patellar tendon and ACL strains indicate that the
quadriceps load the ACL via the patellar tendon when the knee is positioned
near extension. Clinical Relevance: Increased ACL strain when the knee is positioned near extension before
landing may be due to quadriceps contraction. Thus, landing with
unanticipated timing on an extended knee may increase vulnerability to ACL
injury as a taut ligament is more likely to fail.
Collapse
Affiliation(s)
- Zoë A Englander
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA.,Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA.,Duke Sport Science Institute, Department of Orthopaedics, Duke University School of Medicine, Durham, North Carolina, USA
| | - Brian C Lau
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA.,Duke Sport Science Institute, Department of Orthopaedics, Duke University School of Medicine, Durham, North Carolina, USA
| | - Jocelyn R Wittstein
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA.,Duke Sport Science Institute, Department of Orthopaedics, Duke University School of Medicine, Durham, North Carolina, USA
| | - Adam P Goode
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA.,Duke Clinical Research Institute, Duke University, Durham, North Carolina, USA
| | - Louis E DeFrate
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA.,Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA.,Duke Sport Science Institute, Department of Orthopaedics, Duke University School of Medicine, Durham, North Carolina, USA.,Department of Mechanical Engineering and Materials Science, Duke University, Durham, North Carolina, USA
| |
Collapse
|
21
|
Kim-Wang SY, Scribani MB, Whiteside MB, DeFrate LE, Lassiter TE, Wittstein JR. Distribution of Bone Contusion Patterns in Acute Noncontact Anterior Cruciate Ligament-Torn Knees. Am J Sports Med 2021; 49:404-409. [PMID: 33411563 PMCID: PMC8214466 DOI: 10.1177/0363546520981569] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Bone contusions are commonly observed on magnetic resonance imaging (MRI) in individuals who have sustained a noncontact anterior cruciate ligament (ACL) injury. Time from injury to image acquisition affects the ability to visualize these bone contusions, as contusions resolve with time. PURPOSE To quantify the number of bone contusions and their locations (lateral tibial plateau [LTP], lateral femoral condyle [LFC], medial tibial plateau [MTP], and medial femoral condyle [MFC]) observed on MRI scans of noncontact ACL-injured knees acquired within 6 weeks of injury. STUDY DESIGN Cross-sectional study; Level of evidence, 3. METHODS We retrospectively reviewed clinic notes, operative notes, and imaging of 136 patients undergoing ACL reconstruction. The following exclusion criteria were applied: MRI scans acquired beyond 6 weeks after injury, contact ACL injury, and previous knee trauma. Fat-suppressed fast spin-echo T2-weighted MRI scans were reviewed by a blinded musculoskeletal radiologist. The number of contusions and their locations (LTP, LFC, MTP, and MFC) were recorded. RESULTS Contusions were observed in 135 of 136 patients. Eight patients (6%) had 1 contusion, 39 (29%) had 2, 41 (30%) had 3, and 47 (35%) had 4. The most common contusion patterns within each of these groups were 6 (75%) with LTP for 1 contusion, 29 (74%) with LTP/LFC for 2 contusions, 33 (80%) with LTP/LFC/MTP for 3 contusions, and 47 (100%) with LTP/LFC/MTP/MFC for 4 contusions. No sex differences were detected in contusion frequency in the 4 locations (P > .05). Among the participants, 50 (37%) had medial meniscal tears and 52 (38%) had lateral meniscal tears. CONCLUSION The most common contusion patterns observed were 4 locations (LTP/LFC/MTP/MFC) and 3 locations (LTP/LFC/MTP).
Collapse
Affiliation(s)
- Sophia Y Kim-Wang
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA.,Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
| | | | | | - Louis E DeFrate
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA.,Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA.,Department of Mechanical Engineering and Materials Science, Duke University, Durham, North Carolina, USA
| | - Tally E Lassiter
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA
| | - Jocelyn R Wittstein
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA
| |
Collapse
|
22
|
Collins AT, Hu G, Newman H, Reinsvold MH, Goldsmith MR, Twomey-Kozak JN, Leddy HA, Sharma D, Shen L, DeFrate LE, Karner CM. Obesity alters the collagen organization and mechanical properties of murine cartilage. Sci Rep 2021; 11:1626. [PMID: 33452305 PMCID: PMC7810701 DOI: 10.1038/s41598-020-80599-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Accepted: 12/15/2020] [Indexed: 12/11/2022] Open
Abstract
Osteoarthritis is a debilitating disease characterized by cartilage degradation and altered cartilage mechanical properties. Furthermore, it is well established that obesity is a primary risk factor for osteoarthritis. The purpose of this study was to investigate the influence of obesity on the mechanical properties of murine knee cartilage. Two-month old wild type mice were fed either a normal diet or a high fat diet for 16 weeks. Atomic force microscopy-based nanoindentation was used to quantify the effective indentation modulus of medial femoral condyle cartilage. Osteoarthritis progression was graded using the OARSI system. Additionally, collagen organization was evaluated with picrosirius red staining imaged using polarized light microscopy. Significant differences between diet groups were assessed using t tests with p < 0.05. Following 16 weeks of a high fat diet, no significant differences in OARSI scoring were detected. However, we detected a significant difference in the effective indentation modulus between diet groups. The reduction in cartilage stiffness is likely the result of disrupted collagen organization in the superficial zone, as indicated by altered birefringence on polarized light microscopy. Collectively, these results suggest obesity is associated with changes in knee cartilage mechanical properties, which may be an early indicator of disease progression.
Collapse
Affiliation(s)
- Amber T Collins
- Department of Orthopaedic Surgery, Duke University School of Medicine, DUMC Box 3093, Durham, NC, 27710, USA
| | - Guoli Hu
- Department of Orthopaedic Surgery, Duke University School of Medicine, DUMC Box 3093, Durham, NC, 27710, USA
| | - Hunter Newman
- Department of Orthopaedic Surgery, Duke University School of Medicine, DUMC Box 3093, Durham, NC, 27710, USA
| | - Michael H Reinsvold
- Department of Orthopaedic Surgery, Duke University School of Medicine, DUMC Box 3093, Durham, NC, 27710, USA
| | - Monique R Goldsmith
- Department of Orthopaedic Surgery, Duke University School of Medicine, DUMC Box 3093, Durham, NC, 27710, USA
| | - John N Twomey-Kozak
- Department of Orthopaedic Surgery, Duke University School of Medicine, DUMC Box 3093, Durham, NC, 27710, USA
| | - Holly A Leddy
- Shared Materials Instrumentation Facility, Pratt School of Engineering, Duke University, Durham, NC, 27710, USA
| | - Deepika Sharma
- Department of Orthopaedic Surgery, Duke University School of Medicine, DUMC Box 3093, Durham, NC, 27710, USA
| | - Leyao Shen
- Department of Orthopaedic Surgery, Duke University School of Medicine, DUMC Box 3093, Durham, NC, 27710, USA
| | - Louis E DeFrate
- Department of Orthopaedic Surgery, Duke University School of Medicine, DUMC Box 3093, Durham, NC, 27710, USA.
- Department of Biomedical Engineering, Pratt School of Engineering, Duke University, Durham, NC, 27710, USA.
- Department of Mechanical Engineering and Materials Science, Pratt School of Engineering, Duke University, Durham, NC, 27710, USA.
| | - Courtney M Karner
- Department of Orthopaedic Surgery, Duke University School of Medicine, DUMC Box 3093, Durham, NC, 27710, USA
- Department of Cell Biology, Duke University School of Medicine, Durham, NC, 27710, USA
- Charles and Jane Pak Center for Mineral Metabolism and Clinical Research, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA
| |
Collapse
|
23
|
Crook BS, Collins AT, Lad NK, Spritzer CE, Wittstein JR, DeFrate LE. Effect of walking on in vivo tibiofemoral cartilage strain in ACL-deficient versus intact knees. J Biomech 2020; 116:110210. [PMID: 33444927 DOI: 10.1016/j.jbiomech.2020.110210] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 12/07/2020] [Accepted: 12/15/2020] [Indexed: 02/08/2023]
Abstract
Anterior cruciate ligament (ACL) rupture alters knee kinematics and contributes to premature development of osteoarthritis. However, there is limited data regarding the in vivo biomechanical response of tibiofemoral cartilage to activities of daily living (ADLs) in ACL-deficient knees. In this study, eight otherwise healthy participants with chronic unilateral ACL deficiency completed a stress test to assess the effect of 20 min of level treadmill walking at a speed of 2.5 mph on tibiofemoral cartilage in their ACL-deficient and contralateral ACL-intact knees. Three-dimensional surface models developed from pre- and post-activity magnetic resonance (MR) images of the injured and uninjured knees were used to determine compressive strain across multiple regions of tibiofemoral cartilage (medial and lateral tibial plateaus, medial and lateral femoral condyles, medial aspect of femoral condyle adjacent to intercondylar notch of the femur). In the ACL-deficient knees, we observed significantly increased cartilage strain in the region of the medial femoral condyle adjacent to the intercondylar notch (6% in deficient vs. 2% in contralateral, p = 0.01) as well as across the medial and lateral tibial plateaus (4% vs. 3%, p = 0.01) relative to the contralateral ACL-intact knees. Increased compressive strain at the medial intercondylar notch and tibial plateau suggests alterations in mechanical loading or the response to load in these regions, presumably related to altered knee kinematics. These changes may disrupt cartilage homeostasis and contribute to subsequent development of osteoarthritis.
Collapse
Affiliation(s)
- Bryan S Crook
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, United States
| | - Amber T Collins
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, United States
| | - Nimit K Lad
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, United States
| | - Charles E Spritzer
- Department of Radiology, Duke University School of Medicine, Durham, NC, United States
| | - Jocelyn R Wittstein
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, United States
| | - Louis E DeFrate
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, United States; Department of Biomedical Engineering, Duke University, Durham, NC, United States; Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC, United States.
| |
Collapse
|
24
|
Heckelman LN, Riofrio AD, Vinson EN, Collins AT, Gwynn OR, Utturkar GM, Goode AP, Spritzer CE, DeFrate LE. Dose and Recovery Response of Patellofemoral Cartilage Deformations to Running. Orthop J Sports Med 2020; 8:2325967120967512. [PMID: 33344670 PMCID: PMC7731713 DOI: 10.1177/2325967120967512] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Accepted: 06/18/2020] [Indexed: 11/16/2022] Open
Abstract
Background: Running is a common recreational activity that provides many health benefits. However, it remains unclear how patellofemoral cartilage is affected by varied running distances and how long it takes the cartilage to recover to its baseline state after exercise. Hypothesis: We hypothesized that patellofemoral cartilage thickness would decrease immediately after exercise and return to its baseline thickness by the following morning in asymptomatic male runners. We further hypothesized that we would observe a significant distance-related dose response, with larger compressive strains (defined here as the mean change in cartilage thickness measured immediately after exercise, divided by the pre-exercise cartilage thickness) observed immediately after 10-mile runs compared with 3-mile runs. Study Design: Descriptive laboratory study. Methods: Eight asymptomatic male participants underwent magnetic resonance imaging of their dominant knee before, immediately after, and 24 hours after running 3 and 10 miles at a self-selected pace (on separate visits). Results: Mean patellar cartilage thicknesses measured before exercise and after the 24-hour recovery period were significantly greater than the thicknesses measured immediately after both the 3- and 10-mile runs (P < .001). This relationship was not observed in trochlear cartilage. Mean patellar cartilage compressive strains were significantly greater after 10-mile runs compared with 3-mile runs (8% vs 5%; P = .01). Conclusion: Patellar cartilage thickness decreased immediately after running and returned to its baseline thickness within 24 hours of running up to 10 miles. Furthermore, patellar cartilage compressive strains were dose-dependent immediately after exercise. Clinical Relevance: These findings provide critical baseline data for understanding patellofemoral cartilage biomechanics in asymptomatic male runners that may be used to optimize exercise protocols and investigations targeting those with running-induced patellofemoral pain.
Collapse
Affiliation(s)
- Lauren N Heckelman
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, North Carolina, USA.,Department of Biomedical Engineering, Pratt School of Engineering, Duke University, Durham, North Carolina, USA
| | - Alexie D Riofrio
- Department of Radiology, Duke University School of Medicine, Durham, North Carolina, USA
| | - Emily N Vinson
- Department of Radiology, Duke University School of Medicine, Durham, North Carolina, USA
| | - Amber T Collins
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, North Carolina, USA
| | - Olivia R Gwynn
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, North Carolina, USA.,Department of Biomedical Engineering, Pratt School of Engineering, Duke University, Durham, North Carolina, USA
| | - Gangadhar M Utturkar
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, North Carolina, USA
| | - Adam P Goode
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, North Carolina, USA.,Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina, USA.,Duke Clinical Research Institute, Durham, North Carolina, USA
| | - Charles E Spritzer
- Department of Radiology, Duke University School of Medicine, Durham, North Carolina, USA
| | - Louis E DeFrate
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, North Carolina, USA.,Department of Biomedical Engineering, Pratt School of Engineering, Duke University, Durham, North Carolina, USA.,Department of Mechanical Engineering & Materials Science, Pratt School of Engineering, Duke University, Durham, North Carolina, USA
| |
Collapse
|
25
|
Collins AT, Kulvaranon M, Spritzer CE, McNulty AL, DeFrate LE. The Influence of Obesity and Meniscal Coverage on In Vivo Tibial Cartilage Thickness and Strain. Orthop J Sports Med 2020; 8:2325967120964468. [PMID: 33330731 PMCID: PMC7720327 DOI: 10.1177/2325967120964468] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Accepted: 06/11/2020] [Indexed: 11/17/2022] Open
Abstract
Background Obesity, which potentially increases loading at the knee, is a common and modifiable risk factor for the development of knee osteoarthritis. The menisci play an important role in distributing joint loads to the underlying cartilage. However, the influence of obesity on the role of the menisci in cartilage load distribution in vivo is currently unknown. Purpose To measure tibial cartilage thickness and compressive strain in response to walking in areas covered and uncovered by the menisci in participants with normal body mass index (BMI) and participants with high BMI. Study Design Controlled laboratory study. Methods Magnetic resonance (MR) images of the right knees of participants with normal BMI (<25 kg/m2; n = 8) and participants with high BMI (>30 kg/m2; n = 7) were obtained before and after treadmill walking. The outer margins of the tibia, the medial and lateral cartilage surfaces, and the meniscal footprints were segmented on each MR image to create 3-dimensional models of the joint. Cartilage thickness was measured before and after walking in areas covered and uncovered by the menisci. Cartilage compressive strain was then determined from changes in thickness resulting from the walking task. Results Before exercise, medial and lateral uncovered cartilage of the tibial plateau was significantly thicker than covered cartilage in both BMI groups. In the uncovered region of the lateral tibial plateau, participants with high BMI had thinner preexercise cartilage than those with a normal BMI. Cartilage compressive strain was significantly greater in medial and lateral cartilage in participants with high BMI compared with those with normal BMI in both the regions covered and those uncovered by the menisci. Conclusion Participants with high BMI experienced greater cartilage strain in response to walking than participants with normal BMI in both covered and uncovered regions of cartilage, which may indicate that the load-distributing function of the meniscus is not sufficient to moderate the effects of obesity. Clinical Relevance These findings demonstrate the critical effect of obesity on cartilage function and thickness in regions covered and uncovered by the menisci.
Collapse
Affiliation(s)
- Amber T Collins
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, North Carolina, USA
| | - Micaela Kulvaranon
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, North Carolina, USA.,Department of Physics, Duke University, Durham, North Carolina, USA
| | - Charles E Spritzer
- Department of Radiology, Duke University School of Medicine, Durham, North Carolina, USA
| | - Amy L McNulty
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, North Carolina, USA.,Department of Pathology, Duke University School of Medicine, Durham, North Carolina, USA
| | - Louis E DeFrate
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, North Carolina, USA.,Department of Biomedical Engineering, Duke University, North Carolina, USA.,Department of Mechanical Engineering and Materials Science, Duke University, North Carolina, USA
| |
Collapse
|
26
|
Englander ZA, Spritzer CE, DeFrate LE. In vivo attachment site to attachment site length and strain of the ACL and its bundles during the full gait cycle measured by MRI and high-speed biplanar radiography: Response. J Biomech 2020; 109:109918. [PMID: 32660758 DOI: 10.1016/j.jbiomech.2020.109918] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Revised: 06/19/2020] [Accepted: 06/21/2020] [Indexed: 01/13/2023]
Affiliation(s)
- Zoë A Englander
- Department of Orthopaedic Surgery, Duke University, Durham, NC, USA; Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | | | - Louis E DeFrate
- Department of Orthopaedic Surgery, Duke University, Durham, NC, USA; Department of Biomedical Engineering, Duke University, Durham, NC, USA; Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC, USA.
| |
Collapse
|
27
|
Englander ZA, Wittstein J, Goode AP, Garrett WE, DeFrate LE. Reconsidering Reciprocal Length Patterns of the Anteromedial and Posterolateral Bundles of the Anterior Cruciate Ligament During In Vivo Gait. Am J Sports Med 2020; 48:1893-1899. [PMID: 32515986 PMCID: PMC7693121 DOI: 10.1177/0363546520924168] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Some cadaveric studies have indicated that the anterior cruciate ligament (ACL) consists of anteromedial and posterolateral bundles that display reciprocal function with regard to knee flexion. However, several in vivo imaging studies have suggested that these bundles elongate in parallel with regard to flexion. Furthermore, the most appropriate description of the functional anatomy of the ACL is still debated, with the ACL being described as consisting of 2 or 3 bundles or as a continuum of fibers. HYPOTHESIS As long as their origination and termination locations are defined within the ACL attachment site footprints, ACL bundles elongate in parallel with knee extension during gait. STUDY DESIGN Descriptive laboratory study. METHODS High-speed biplanar radiographs of the right knee joint were obtained during gait in 6 healthy male participants (mean ± SD: body mass index, 25.5 ± 1.2 kg/m2; age, 29.2 ± 3.8 years) with no history of lower extremity injury or surgery. Three-dimensional models of the right femur, tibia, and ACL attachment sites were created from magnetic resonance images. The bone models were registered to the biplanar radiographs, thereby reproducing the in vivo positions of the knee joint. For each knee position, the distances between the centroids of the ACL attachment sites were used to represent ACL length. The lengths of 1000 virtual bundles were measured for each participant by randomly sampling locations on the attachment site surfaces and measuring the distances between each pair of locations. Spearman rho rank correlations were performed between the virtual bundle lengths and ACL length. RESULTS The virtual bundle lengths were highly correlated with the length of the ACL, defined as the distance between the centroids of the attachment sites (rho = 0.91 ± 0.1, across participants; P < 5 × 10-5). The lengths of the bundles that originated and terminated in the anterior and medial aspects of the ACL were positively correlated (rho = 0.81 ± 0.1; P < 5 × 10-5) with the lengths of the bundles that originated and terminated in the posterior and lateral aspects of the ACL. CONCLUSION As long as their origination and termination points are specified within the footprint of the attachment sites, ACL bundles elongate in parallel as the knee is extended. CLINICAL RELEVANCE These data elucidate ACL functional anatomy and may help guide ACL reconstruction techniques.
Collapse
Affiliation(s)
- Zoë A. Englander
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA,Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
| | - Jocelyn Wittstein
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA
| | - Adam P. Goode
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA,Duke Clinical Research Institute, Duke University, Durham, North Carolina, USA
| | - William E. Garrett
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA
| | - Louis E. DeFrate
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA,Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA,Department of Mechanical Engineering and Materials Science, Duke University, Durham, North Carolina, USA
| |
Collapse
|
28
|
Goode AP, Schwartz TA, Kraus VB, Huebner JL, George SZ, Cleveland RJ, Gracely R, Jimenez M, DeFrate LE, Chen J, Golightly YM, Jordan JM. Inflammatory, Structural, and Pain Biochemical Biomarkers May Reflect Radiographic Disc Space Narrowing: The Johnston County Osteoarthritis Project. J Orthop Res 2020; 38:1027-1037. [PMID: 31750565 PMCID: PMC7162706 DOI: 10.1002/jor.24534] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Accepted: 11/10/2019] [Indexed: 02/04/2023]
Abstract
The purpose of this work is to determine the relationship between biomarkers of inflammation, structure, and pain with radiographic disc space narrowing (DSN) in community-based participants. A total of 74 participants (37 cases and 37 controls) enrolled in the Johnston County Osteoarthritis Project during 2006-2010 were selected. The cases had at least mild radiographic DSN and low back pain (LBP). The controls had neither radiographic evidence of DSN nor LBP. The measured analytes from human serum included N-cadherin, Keratin-19, Lumican, CXCL6, RANTES, IL-17, IL-6, BDNF, OPG, and NPY. A standard dolorimeter measured pressure-pain threshold. The coefficients of variation were used to evaluate inter- and intra-assay reliability. Participants with similar biomarker profiles were grouped together using cluster analysis. The binomial regression models were used to estimate risk ratios (RR) and 95% confidence intervals (CI) in propensity score-matched models. Significant associations were found between radiographic DSN and OPG (RR = 3.90; 95% CI: 1.83, 8.31), IL-6 (RR = 2.54; 95% CI: 1.92, 3.36), and NPY (RR = 2.06 95% CI: 1.62, 2.63). Relative to a cluster with low levels of biomarkers, a cluster representing elevated levels of OPG, RANTES, Lumican, Keratin-19, and NPY (RR = 3.04; 95% CI: 1.22, 7.54) and a cluster representing elevated levels of NPY (RR = 2.91; 95% CI: 1.15, 7.39) were significantly associated with radiographic DSN. Clinical Significance: These findings suggest that individual and combinations of biochemical biomarkers may reflect radiographic DSN. This is just one step toward understanding the relationships between biochemical biomarkers and DSN that may lead to improved intervention delivery. © 2019 Orthopaedic Research Society. Published by Wiley Periodicals, Inc. J Orthop Res 38:1027-1037, 2020.
Collapse
Affiliation(s)
- Adam P. Goode
- Department of Orthopedic Surgery, Duke University School of Medicine, Durham, NC, USA,Duke Clinical Research Institute, Duke University, Durham, NC, USA,Department of Population Health Science, Duke University School of Medicine, Durham, NC
| | - Todd A. Schwartz
- Thurston Arthritis Research Center, University of North Carolina, Chapel Hill, NC, USA,Department of Biostatistics, University of North Carolina, Chapel Hill, NC, USA
| | - Virginia B. Kraus
- Duke Molecular Physiology Institute and Department of Medicine, Duke University School of Medicine, Durham, NC, USA
| | - Janet L. Huebner
- Duke Molecular Physiology Institute and Department of Medicine, Duke University School of Medicine, Durham, NC, USA
| | - Steven Z. George
- Department of Orthopedic Surgery, Duke University School of Medicine, Durham, NC, USA,Duke Clinical Research Institute, Duke University, Durham, NC, USA
| | - Rebecca J. Cleveland
- Thurston Arthritis Research Center, University of North Carolina, Chapel Hill, NC, USA,Department of Medicine, University of North Carolina, Chapel Hill, NC, USA
| | - Rick Gracely
- Department of Endodontics, University of North Carolina, Chapel Hill, NC, USA
| | - Maria Jimenez
- Duke Clinical Research Institute, Duke University, Durham, NC, USA
| | - Louis E. DeFrate
- Department of Orthopedic Surgery, Duke University School of Medicine, Durham, NC, USA,Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC, USA,Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Jun Chen
- Department of Orthopedic Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Yvonne M. Golightly
- Thurston Arthritis Research Center, University of North Carolina, Chapel Hill, NC, USA,Injury Prevention Research Center, University of North Carolina, Chapel Hill, NC, USA,Department of Epidemiology, University of North Carolina, Chapel Hill, NC, USA,Division of Physical Therapy, University of North Carolina, Chapel Hill, NC, USA
| | - Joanne M. Jordan
- Thurston Arthritis Research Center, University of North Carolina, Chapel Hill, NC, USA,Department of Medicine, University of North Carolina, Chapel Hill, NC, USA,Department of Epidemiology, University of North Carolina, Chapel Hill, NC, USA,Department of Orthopedics, University of North Carolina, Chapel Hill, NC, USA
| |
Collapse
|
29
|
Englander ZA, Baldwin EL, Smith WA, Garrett WE, Spritzer CE, DeFrate LE. In Vivo Anterior Cruciate Ligament Deformation During a Single-Legged Jump Measured by Magnetic Resonance Imaging and High-Speed Biplanar Radiography. Am J Sports Med 2019; 47:3166-3172. [PMID: 31593498 PMCID: PMC7042957 DOI: 10.1177/0363546519876074] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND The in vivo mechanics of the anterior cruciate ligament (ACL) and its bundles during dynamic activities are not completely understood. An improved understanding of how the ACL stabilizes the knee is likely to aid in the identification and prevention of injurious maneuvers. PURPOSE/HYPOTHESIS The purpose was to measure in vivo ACL strain during a single-legged jump through use of magnetic resonance imaging (MRI) and high-speed biplanar radiography. We hypothesized that ACL strain would increase with the knee near extension, and a peak in ACL strain would occur just before landing from the jump, potentially due to quadriceps contraction in anticipation of landing. STUDY DESIGN Descriptive laboratory study. METHODS Models of the femur, tibia, and ACL attachment sites of 8 male participants were generated from MRI scans through use of solid modeling. High-speed biplanar radiographs were obtained from these participants as they performed a single-legged jump. The bone models were registered to the biplanar radiographs, thereby reproducing the in vivo positions of the joint throughout the jump. ACL and bundle elongations were defined as the centroid to centroid distances between attachment sites for each knee position. ACL strain was defined as ACL length normalized to its length measured in the position of the knee at the time of MRI. RESULTS Peaks in ACL strain were observed before toe-off and 55 ± 35 milliseconds before initial ground contact. These peaks were associated with the knee positioned at low flexion angles. Mean ACL strain was inversely related to mean flexion angle (rho = -0.73, P < .001), such that ACL strain generally increased with knee extension throughout the jumping motion. ACL bundle lengths were significantly (rho > 0.85, P < .001) correlated with overall ACL length. CONCLUSION These findings provide insight into how landing in extension can increase the risk of ACL injury. Specifically, this study shows that peak ACL strain can occur just before landing from a single-legged jump. Thus, when an individual lands on an extended knee, the ACL is relatively taut, which may make it particularly vulnerable to injury, especially in the presence of a movement perturbation or unanticipated change in landing strategy. CLINICAL RELEVANCE This study provides a novel measurement of dynamic ACL strain during an athletic maneuver and lends insight into how landing in extension can increase the likelihood of ACL failure.
Collapse
Affiliation(s)
- Zoë A. Englander
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA,Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
| | - Edward L. Baldwin
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA
| | - Wyatt A.R. Smith
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA
| | - William E. Garrett
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA
| | | | - Louis E. DeFrate
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA,Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA,Department of Mechanical Engineering and Materials Science, Duke University, Durham, North Carolina, USA
| |
Collapse
|
30
|
Englander ZA, Garrett WE, Spritzer CE, DeFrate LE. In vivo attachment site to attachment site length and strain of the ACL and its bundles during the full gait cycle measured by MRI and high-speed biplanar radiography. J Biomech 2019; 98:109443. [PMID: 31679755 DOI: 10.1016/j.jbiomech.2019.109443] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Revised: 10/16/2019] [Accepted: 10/17/2019] [Indexed: 02/07/2023]
Abstract
The purpose of this study was to measure in vivo attachment site to attachment site lengths and strains of the anterior cruciate ligament (ACL) and its bundles throughout a full cycle of treadmill gait. To obtain these measurements, models of the femur, tibia, and associated ACL attachment sites were created from magnetic resonance (MR) images in 10 healthy subjects. ACL attachment sites were subdivided into anteromedial (AM) and posterolateral (PL) bundles. High-speed biplanar radiographs were obtained as subjects ambulated at 1 m/s. The bone models were registered to the radiographs, thereby reproducing the in vivo positions of the bones and ACL attachment sites throughout gait. The lengths of the ACL and both bundles were estimated as straight line distances between attachment sites for each knee position. Increased attachment to attachment ACL length and strain were observed during midstance (length = 28.5 ± 2.6 mm, strain = 5 ± 4%, mean ± standard deviation), and heel strike (length = 30.5 ± 3.0 mm, strain = 12 ± 5%) when the knee was positioned at low flexion angles. Significant inverse correlations were observed between mean attachment to attachment ACL lengths and flexion (rho = -0.87, p < 0.001), as well as both bundle lengths and flexion (rho = -0.86, p < 0.001 and rho = -0.82, p < 0.001, respectively). AM and PL bundle attachment to attachment lengths were highly correlated throughout treadmill gait (rho = 0.90, p < 0.001). These data can provide valuable information to inform design criteria for ACL grafts used in reconstructive surgery, and may be useful in the design of rehabilitation and injury prevention protocols.
Collapse
Affiliation(s)
- Zoë A Englander
- Department of Orthopaedic Surgery, Duke University, Durham, NC, USA; Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | | | | | - Louis E DeFrate
- Department of Orthopaedic Surgery, Duke University, Durham, NC, USA; Department of Biomedical Engineering, Duke University, Durham, NC, USA; Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC, USA.
| |
Collapse
|
31
|
Ruprecht JC, Waanders TD, Rowland CR, Nishimuta JF, Glass KA, Stencel J, DeFrate LE, Guilak F, Weinberg JB, McNulty AL. Meniscus-Derived Matrix Scaffolds Promote the Integrative Repair of Meniscal Defects. Sci Rep 2019; 9:8719. [PMID: 31213610 PMCID: PMC6582057 DOI: 10.1038/s41598-019-44855-3] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Accepted: 05/24/2019] [Indexed: 01/05/2023] Open
Abstract
Meniscal tears have a poor healing capacity, and damage to the meniscus is associated with significant pain, disability, and progressive degenerative changes in the knee joint that lead to osteoarthritis. Therefore, strategies to promote meniscus repair and improve meniscus function are needed. The objective of this study was to generate porcine meniscus-derived matrix (MDM) scaffolds and test their effectiveness in promoting meniscus repair via migration of endogenous meniscus cells from the surrounding meniscus or exogenously seeded human bone marrow-derived mesenchymal stem cells (MSCs). Both endogenous meniscal cells and MSCs infiltrated the MDM scaffolds. In the absence of exogenous cells, the 8% MDM scaffolds promoted the integrative repair of an in vitro meniscal defect. Dehydrothermal crosslinking and concentration of the MDM influenced the biochemical content and shear strength of repair, demonstrating that the MDM can be tailored to promote tissue repair. These findings indicate that native meniscus cells can enhance meniscus healing if a scaffold is provided that promotes cellular infiltration and tissue growth. The high affinity of cells for the MDM and the ability to remodel the scaffold reveals the potential of MDM to integrate with native meniscal tissue to promote long-term repair without necessarily requiring exogenous cells.
Collapse
Affiliation(s)
- Jacob C Ruprecht
- Department of Biomedical Engineering, Duke University, Durham, NC, USA.,Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Taylor D Waanders
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Christopher R Rowland
- Department of Biomedical Engineering, Duke University, Durham, NC, USA.,Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA
| | - James F Nishimuta
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Katherine A Glass
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Jennifer Stencel
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Louis E DeFrate
- Department of Biomedical Engineering, Duke University, Durham, NC, USA.,Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC, USA.,Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Farshid Guilak
- Department of Orthopaedic Surgery, Washington University, St. Louis, MO, USA.,Shriners Hospitals for Children - St. Louis, St. Louis, MO, USA
| | - J Brice Weinberg
- Department of Medicine, Duke University School of Medicine, Durham, NC, USA.,VA Medical Center, Durham, NC, USA
| | - Amy L McNulty
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA. .,Department of Pathology, Duke University, Durham, NC, USA.
| |
Collapse
|
32
|
DeFrate LE, Kim-Wang SY, Englander ZA, McNulty AL. Osteoarthritis year in review 2018: mechanics. Osteoarthritis Cartilage 2019; 27:392-400. [PMID: 30597275 PMCID: PMC6489451 DOI: 10.1016/j.joca.2018.12.011] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2018] [Revised: 12/20/2018] [Accepted: 12/20/2018] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To review recent biomechanics literature focused on the interactions between biomechanics and articular cartilage health, particularly focused on macro-scale and human studies. DESIGN A literature search was conducted in PubMed using the search terms (biomechanics AND osteoarthritis) OR (biomechanics AND cartilage) OR (mechanics AND osteoarthritis) OR (mechanics AND cartilage) for publications from April 2017 to April 2018. RESULTS Abstracts from the 559 articles generated from the literature search were reviewed. Due to the wide range of topics, 62 full texts with a focus on in vivo biomechanical studies were included for further discussion. Several overarching themes in the recent literature were identified and are summarized, including 1) new methods to detect early osteoarthritis (OA) development, 2) studies describing healthy and OA cartilage and biomechanics, 3) ACL injury and OA development, 4) meniscus injury and OA development, and 5) OA prevention, treatment, and management. CONCLUSIONS Mechanical loading is a critical factor in the maintenance of joint health. Abnormal mechanical loading can lead to the onset and progression of OA. Thus, recent studies have utilized various biomechanical models to better describe the etiology of OA development and the subsequent effects of OA on the mechanics of joint tissues and whole body biomechanics.
Collapse
Affiliation(s)
- Louis E. DeFrate
- Department of Orthopaedic Surgery, Duke University School of Medicine, Duke University, Durham, North Carolina, USA,Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA,Department of Mechanical Engineering and Materials Science, Duke University, Durham, North Carolina, USA
| | - Sophia Y. Kim-Wang
- Department of Orthopaedic Surgery, Duke University School of Medicine, Duke University, Durham, North Carolina, USA,Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
| | - Zoë A. Englander
- Department of Orthopaedic Surgery, Duke University School of Medicine, Duke University, Durham, North Carolina, USA,Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
| | - Amy L. McNulty
- Department of Orthopaedic Surgery, Duke University School of Medicine, Duke University, Durham, North Carolina, USA,Department of Pathology, Duke University School of Medicine, Duke University, Durham, North Carolina, USA
| |
Collapse
|
33
|
Paranjape CS, Cutcliffe HC, Grambow SC, Utturkar GM, Collins AT, Garrett WE, Spritzer CE, DeFrate LE. A New Stress Test for Knee Joint Cartilage. Sci Rep 2019; 9:2283. [PMID: 30783146 PMCID: PMC6381136 DOI: 10.1038/s41598-018-38104-2] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2018] [Accepted: 12/12/2018] [Indexed: 12/12/2022] Open
Abstract
Cartilage metabolism—both the synthesis and breakdown of cartilage constituents and architecture—is influenced by its mechanical loading. Therefore, physical activity is often recommended to maintain cartilage health and to treat or slow the progression of osteoarthritis, a debilitating joint disease causing cartilage degeneration. However, the appropriate exercise frequency, intensity, and duration cannot be prescribed because direct in vivo evaluation of cartilage following exercise has not yet been performed. To address this gap in knowledge, we developed a cartilage stress test to measure the in vivo strain response of healthy human subjects’ tibial cartilage to walking exercise. We varied both walk duration and speed in a dose-dependent manner to quantify how these variables affect cartilage strain. We found a nonlinear relationship between walk duration and in vivo compressive strain, with compressive strain initially increasing with increasing duration, then leveling off with longer durations. This work provides innovative measurements of cartilage creep behavior (which has been well-documented in vitro but not in vivo) during walking. This study showed that compressive strain increased with increasing walking speed for the speeds tested in this study (0.9–2.0 m/s). Furthermore, our data provide novel measurements of the in vivo strain response of tibial cartilage to various doses of walking as a mechanical stimulus, with maximal strains of 5.0% observed after 60 minutes of walking. These data describe physiological benchmarks for healthy articular cartilage behavior during walking and provide a much-needed baseline for studies investigating the effect of exercise on cartilage health.
Collapse
Affiliation(s)
| | - Hattie C Cutcliffe
- Department of Orthopaedic Surgery, Duke University, Durham, NC, USA.,Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Steven C Grambow
- Department of Biostatistics and Bioinformatics, Duke University, Durham, NC, USA
| | | | - Amber T Collins
- Department of Orthopaedic Surgery, Duke University, Durham, NC, USA
| | | | | | - Louis E DeFrate
- Department of Orthopaedic Surgery, Duke University, Durham, NC, USA. .,Department of Biomedical Engineering, Duke University, Durham, NC, USA. .,Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC, USA.
| |
Collapse
|
34
|
Englander ZA, Cutcliffe HC, Utturkar GM, Garrett WE, Spritzer CE, DeFrate LE. A Comparison of Knee Abduction Angles Measured by a 3D Anatomic Coordinate System Versus Videographic Analysis: Implications for Anterior Cruciate Ligament Injury. Orthop J Sports Med 2019; 7:2325967118819831. [PMID: 30729143 PMCID: PMC6350144 DOI: 10.1177/2325967118819831] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
Background Knee positions involved in noncontact anterior cruciate ligament (ACL) injury have been studied via analysis of injury videos. Positions of high ACL strain have been identified in vivo. These methods have supported different hypotheses regarding the role of knee abduction in ACL injury. Purpose/Hypothesis The purpose of this study was to compare knee abduction angles measured by 2 methods: using a 3-dimensional (3D) coordinate system based on anatomic features of the bones versus simulated 2-dimensional (2D) videographic analysis. We hypothesized that knee abduction angles measured in a 2D videographic analysis would differ from those measured from 3D bone anatomic features and that videographic knee abduction angles would depend on flexion angle and on the position of the camera relative to the patient. Study Design Descriptive laboratory study. Methods Models of the femur and tibia were created from magnetic resonance images of 8 healthy male participants. The models were positioned to match biplanar fluoroscopic images obtained as participants posed in lunges of varying flexion angles (FLAs). Knee abduction angle was calculated from the positioned models in 2 ways: (1) varus-valgus angle (VVA), defined as the angle between the long axis of the tibia and the femoral transepicondylar axis by use of a 3D anatomic coordinate system; and (2) coronal plane angle (CPA), defined as the angle between the long axis of the tibia and the long axis of the femur projected onto the tibial coronal plane to simulate a 2D videographic analysis. We then simulated how changing the position of the camera relative to the participant would affect knee abduction angles. Results During flexion, when CPA was calculated from a purely anterior or posterior view of the joint-an ideal scenario for measuring knee abduction from 2D videographic analysis-CPA was significantly different from VVA (P < .0001). CPA also varied substantially with the position of the camera relative to the participant. Conclusion How closely CPA (derived from 2D videographic analysis) relates to VVA (derived from a 3D anatomic coordinate system) depends on FLA and camera orientation. Clinical Relevance This study provides a novel comparison of knee abduction angles measured from 2D videographic analysis and those measured within a 3D anatomic coordinate system. Consideration of these findings is important when interpreting 2D videographic data regarding knee abduction angle in ACL injury.
Collapse
Affiliation(s)
- Zoë A Englander
- Department of Orthopaedics, Duke University, Durham, North Carolina, USA.,Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
| | - Hattie C Cutcliffe
- Department of Orthopaedics, Duke University, Durham, North Carolina, USA.,Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
| | | | - William E Garrett
- Department of Orthopaedics, Duke University, Durham, North Carolina, USA
| | | | - Louis E DeFrate
- Department of Orthopaedics, Duke University, Durham, North Carolina, USA.,Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA.,Department of Mechanical Engineering and Materials Science, Duke University, Durham, North Carolina, USA
| |
Collapse
|
35
|
Sutter EG, Liu B, Utturkar GM, Widmyer MR, Spritzer CE, Cutcliffe HC, Englander ZA, Goode AP, Garrett WE, DeFrate LE. Effects of Anterior Cruciate Ligament Deficiency on Tibiofemoral Cartilage Thickness and Strains in Response to Hopping. Am J Sports Med 2019; 47:96-103. [PMID: 30365903 PMCID: PMC6559720 DOI: 10.1177/0363546518802225] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Changes in knee kinematics after anterior cruciate ligament (ACL) injury may alter loading of the cartilage and thus affect its homeostasis, potentially leading to the development of posttraumatic osteoarthritis. However, there are limited in vivo data to characterize local changes in cartilage thickness and strain in response to dynamic activity among patients with ACL deficiency. PURPOSE/HYPOTHESIS The purpose was to compare in vivo tibiofemoral cartilage thickness and cartilage strain resulting from dynamic activity between ACL-deficient and intact contralateral knees. It was hypothesized that ACL-deficient knees would show localized reductions in cartilage thickness and elevated cartilage strains. STUDY DESIGN Controlled laboratory study. METHODS Magnetic resonance images were obtained before and after single-legged hopping on injured and uninjured knees among 8 patients with unilateral ACL rupture. Three-dimensional models of the bones and articular surfaces were created from the pre- and postactivity scans. The pre- and postactivity models were registered to each other, and cartilage strain (defined as the normalized difference in cartilage thickness pre- and postactivity) was calculated in regions across the tibial plateau, femoral condyles, and femoral cartilage adjacent to the medial intercondylar notch. These measurements were compared between ACL-deficient and intact knees. Differences in cartilage thickness and strain between knees were tested with multiple analysis of variance models with alpha set at P < .05. RESULTS Compressive strain in the intercondylar notch was elevated in the ACL-deficient knee relative to the uninjured knee. Furthermore, cartilage in the intercondylar notch and adjacent medial tibia was significantly thinner before activity in the ACL-deficient knee versus the intact knee. In these 2 regions, thinning was significantly influenced by time since injury, with patients with more chronic ACL deficiency (>1 year since injury) experiencing greater thinning. CONCLUSION Among patients with ACL deficiency, the medial femoral condyle adjacent to the intercondylar notch in the ACL-deficient knee exhibited elevated cartilage strain and loss of cartilage thickness, particularly with longer time from injury. It is hypothesized that these changes may be related to posttraumatic osteoarthritis development. CLINICAL RELEVANCE This study suggests that altered mechanical loading is related to localized cartilage thinning after ACL injury.
Collapse
Affiliation(s)
- E. Grant Sutter
- Department of Orthopaedic Surgery, Duke University, Durham,
NC
| | - Betty Liu
- Department of Biomedical Engineering, Duke University,
Durham, NC
| | | | | | | | | | - Zoë A. Englander
- Department of Biomedical Engineering, Duke University,
Durham, NC
| | - Adam P. Goode
- Department of Orthopaedic Surgery, Duke University, Durham,
NC
| | | | - Louis E. DeFrate
- Department of Orthopaedic Surgery, Duke University, Durham,
NC,Department of Biomedical Engineering, Duke University,
Durham, NC,Department of Mechanical Engineering and Materials Science,
Duke University, Durham, NC
| |
Collapse
|
36
|
Collins AT, Kulvaranon ML, Cutcliffe HC, Utturkar GM, Smith WAR, Spritzer CE, Guilak F, DeFrate LE. Obesity alters the in vivo mechanical response and biochemical properties of cartilage as measured by MRI. Arthritis Res Ther 2018; 20:232. [PMID: 30333058 PMCID: PMC6235204 DOI: 10.1186/s13075-018-1727-4] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2018] [Accepted: 09/19/2018] [Indexed: 01/17/2023] Open
Abstract
Background Obesity is a primary risk factor for the development of knee osteoarthritis (OA). However, there remains a lack of in vivo data on the influence of obesity on knee cartilage mechanics and composition. The purpose of this study was to determine the relationship between obesity and tibiofemoral cartilage properties. Methods Magnetic resonance images (3T) of cartilage geometry (double-echo steady-state) and T1rho relaxation of the knee were obtained in healthy subjects with a normal (n = 8) or high (n = 7) body mass index (BMI) before and immediately after treadmill walking. Subjects had no history of lower limb injury or surgery. Bone and cartilage surfaces were segmented and three-dimensional models were created to measure cartilage thickness and strain. T1rho relaxation times were measured before exercise in both the tibial and femoral cartilage in order to characterize biochemical composition. Body fat composition was also measured. Results Subjects with a high BMI exhibited significantly increased tibiofemoral cartilage strain and T1rho relaxation times (P <0.05). Tibial pre-exercise cartilage thickness was also affected by BMI (P <0.05). Correlational analyses revealed that pre-exercise tibial cartilage thickness decreased with increasing BMI (R2 = 0.43, P <0.01) and body fat percentage (R2 = 0.58, P <0.01). Tibial and femoral cartilage strain increased with increasing BMI (R2 = 0.45, P <0.01; R2 = 0.51, P <0.01, respectively) and increasing body fat percentage (R2 = 0.40, P <0.05; R2 = 0.38, P <0.05, respectively). Additionally, tibial T1rho was positively correlated with BMI (R2 = 0.39, P <0.05) and body fat percentage (R2 = 0.47, P <0.01). Conclusions Strains and T1rho relaxation times in the tibiofemoral cartilage were increased in high BMI subjects compared with normal BMI subjects. Additionally, pre-exercise tibial cartilage thickness decreased with obesity. Reduced proteoglycan content may be indicative of pre-symptomatic osteoarthritic degeneration, resulting in reduced cartilage thickness and increased deformation of cartilage in response to loading.
Collapse
Affiliation(s)
- Amber T Collins
- Department of Orthopaedic Surgery, Duke University, Box 3093, Duke University Medical Center, Durham, NC, 27710, USA
| | - Micaela L Kulvaranon
- Department of Orthopaedic Surgery, Duke University, Box 3093, Duke University Medical Center, Durham, NC, 27710, USA
| | - Hattie C Cutcliffe
- Department of Orthopaedic Surgery, Duke University, Box 3093, Duke University Medical Center, Durham, NC, 27710, USA.,Department of Biomedical Engineering, Duke University, Campus Box 90281, 101 Science Drive, Durham, 27708, NC, USA
| | - Gangadhar M Utturkar
- Department of Orthopaedic Surgery, Duke University, Box 3093, Duke University Medical Center, Durham, NC, 27710, USA
| | - Wyatt A R Smith
- Department of Orthopaedic Surgery, Duke University, Box 3093, Duke University Medical Center, Durham, NC, 27710, USA
| | - Charles E Spritzer
- Department of Radiology, Duke University, Box 3808, Duke University Medical Center, Durham, 27710, NC, USA
| | - Farshid Guilak
- Department of Orthopaedic Surgery, Washington University and Shriners Hospitals for Children, Campus Box 8233, Couch Research Building, Room 3121, St. Louis, 63110, MO, USA
| | - Louis E DeFrate
- Department of Orthopaedic Surgery, Duke University, Box 3093, Duke University Medical Center, Durham, NC, 27710, USA. .,Department of Biomedical Engineering, Duke University, Campus Box 90281, 101 Science Drive, Durham, 27708, NC, USA. .,Department of Mechanical Engineering and Materials Science, Duke University, Campus Box 90300, Hudson Hall, Durham, 27708, NC, USA.
| |
Collapse
|
37
|
Englander ZA, Martin JT, Ganapathy PK, Garrett WE, DeFrate LE. Automatic registration of MRI-based joint models to high-speed biplanar radiographs for precise quantification of in vivo anterior cruciate ligament deformation during gait. J Biomech 2018; 81:36-44. [PMID: 30249338 DOI: 10.1016/j.jbiomech.2018.09.010] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2018] [Revised: 09/04/2018] [Accepted: 09/08/2018] [Indexed: 11/25/2022]
Abstract
Understanding in vivo joint mechanics during dynamic activity is crucial for revealing mechanisms of injury and disease development. To this end, laboratories have utilized computed tomography (CT) to create 3-dimensional (3D) models of bone, which are then registered to high-speed biplanar radiographic data captured during movement in order to measure in vivo joint kinematics. In the present study, we describe a system for measuring dynamic joint mechanics using 3D surface models of the joint created from magnetic resonance imaging (MRI) registered to high-speed biplanar radiographs using a novel automatic registration algorithm. The use of MRI allows for modeling of both bony and soft tissue structures. Specifically, the attachment site footprints of the anterior cruciate ligament (ACL) on the femur and tibia can be modeled, allowing for measurement of dynamic ACL deformation. In the present study, we demonstrate the precision of this system by tracking the motion of a cadaveric porcine knee joint. We then utilize this system to quantify in vivo ACL deformation during gait in four healthy volunteers.
Collapse
Affiliation(s)
- Zoë A Englander
- Department of Orthopaedic Surgery, Duke University, Durham, NC, USA; Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - John T Martin
- Department of Orthopaedic Surgery, Duke University, Durham, NC, USA
| | | | | | - Louis E DeFrate
- Department of Orthopaedic Surgery, Duke University, Durham, NC, USA; Department of Biomedical Engineering, Duke University, Durham, NC, USA; Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC, USA.
| |
Collapse
|
38
|
Owusu-Akyaw KA, Kim SY, Spritzer CE, Collins AT, Englander ZA, Utturkar GM, Garrett WE, DeFrate LE. Determination of the Position of the Knee at the Time of an Anterior Cruciate Ligament Rupture for Male Versus Female Patients by an Analysis of Bone Bruises: Response. Am J Sports Med 2018; 46:NP48-NP51. [PMID: 30169145 DOI: 10.1177/0363546518788316] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
|
39
|
Zhang H, Heckelman LN, Spritzer CE, Owusu-Akyaw KA, Martin JT, Taylor DC, Moorman C, Garrigues GE, DeFrate LE. In Vivo Assessment of Exercise-Induced Glenohumeral Cartilage Strain. Orthop J Sports Med 2018; 6:2325967118784518. [PMID: 30023404 PMCID: PMC6047251 DOI: 10.1177/2325967118784518] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND The human shoulder joint is the most mobile joint in the body. While in vivo shoulder kinematics under minimally loaded conditions have been studied, it is unclear how glenohumeral cartilage responds to high-demand loaded exercise. HYPOTHESIS A high-demand upper extremity exercise, push-ups, will induce compressive strain in the glenohumeral articular cartilage, which can be measured with validated magnetic resonance imaging (MRI)-based techniques. STUDY DESIGN Descriptive laboratory study. METHODS High-resolution MRI was used to measure in vivo glenohumeral cartilage thickness before and after exercise among 8 study participants with no history of upper extremity injury or disease. Manual MRI segmentation and 3-dimensional modeling techniques were used to generate pre- and postexercise thickness maps of the humeral head and glenoid cartilage. Strain was calculated as the difference between pre- and postexercise cartilage thickness, normalized to the pre-exercise cartilage thickness. RESULTS Significant compressive cartilage strains of 17% ± 6% and 15% ± 7% (mean ± 95% CI) were detected in the humeral head and glenoid cartilage, respectively. The anterior region of the glenoid cartilage experienced a significantly higher mean strain (19% ± 6%) than the posterior region of the glenoid cartilage (12% ± 8%). No significant regional differences in postexercise humeral head cartilage strain were observed. CONCLUSION Push-ups induce compressive strain on the glenohumeral joint articular cartilage, particularly at the anterior glenoid. This MRI-based methodology can be applied to further the understanding of chondral changes in the shoulder under high-demand loading conditions. CLINICAL RELEVANCE These results improve the understanding of healthy glenohumeral cartilage mechanics in response to loaded upper extremity exercise. In the future, these methods can be applied to identify which activities induce high glenohumeral cartilage strains and deviations from normal shoulder function.
Collapse
Affiliation(s)
- Hanci Zhang
- Department of Orthopaedic Surgery, James R. Urbaniak, MD, Sports Sciences Institute, Duke University, Durham, North Carolina, USA
| | - Lauren N. Heckelman
- Department of Orthopaedic Surgery, James R. Urbaniak, MD, Sports Sciences Institute, Duke University, Durham, North Carolina, USA
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
| | | | - Kwadwo A. Owusu-Akyaw
- Department of Orthopaedic Surgery, James R. Urbaniak, MD, Sports Sciences Institute, Duke University, Durham, North Carolina, USA
| | - John T. Martin
- Department of Orthopaedic Surgery, James R. Urbaniak, MD, Sports Sciences Institute, Duke University, Durham, North Carolina, USA
| | - Dean C. Taylor
- Department of Orthopaedic Surgery, James R. Urbaniak, MD, Sports Sciences Institute, Duke University, Durham, North Carolina, USA
| | - C.T. Moorman
- Department of Orthopaedic Surgery, James R. Urbaniak, MD, Sports Sciences Institute, Duke University, Durham, North Carolina, USA
| | - Grant E. Garrigues
- Department of Orthopaedic Surgery, James R. Urbaniak, MD, Sports Sciences Institute, Duke University, Durham, North Carolina, USA
| | - Louis E. DeFrate
- Department of Orthopaedic Surgery, James R. Urbaniak, MD, Sports Sciences Institute, Duke University, Durham, North Carolina, USA
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
- Department of Mechanical Engineering and Materials Science, Duke University, Durham, North Carolina, USA
| |
Collapse
|
40
|
Owusu-Akyaw KA, Kim SY, Spritzer CE, Collins AT, Englander ZA, Utturkar GM, Garrett WE, DeFrate LE. Determination of the Position of the Knee at the Time of an Anterior Cruciate Ligament Rupture for Male Versus Female Patients by an Analysis of Bone Bruises. Am J Sports Med 2018; 46:1559-1565. [PMID: 29667852 PMCID: PMC5976536 DOI: 10.1177/0363546518764681] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND The incidence of anterior cruciate ligament (ACL) ruptures is 2 to 4 times higher in female athletes as compared with their male counterparts. As a result, a number of recent studies have addressed the hypothesis that female and male patients sustain ACL injuries via different mechanisms. The efficacy of prevention programs may be improved by a better understanding of whether there are differences in the injury mechanism between sexes. Hypothesis/Purpose: To compare knee positions at the time of a noncontact ACL injury between sexes. It was hypothesized that there would be no differences in the position of injury. STUDY DESIGN Controlled laboratory study. METHODS Clinical T2-weighted magnetic resonance imaging (MRI) scans from 30 participants (15 male and 15 female) with a noncontact ACL rupture were reviewed retrospectively. MRI scans were obtained within 1 month of injury. Participants had contusions associated with an ACL injury on both the medial and lateral articular surfaces of the femur and tibia. Three-dimensional models of the femur, tibia, and associated bone bruises were created via segmentation on MRI. The femur was positioned relative to the tibia to maximize bone bruise overlap, thereby predicting the bone positions near the time of the injury. Flexion, valgus, internal tibial rotation, and anterior tibial translation were measured in the predicted position of injury. RESULTS No statistically significant differences between male and female patients were detected in the position of injury with regard to knee flexion ( P = .66), valgus ( P = .87), internal tibial rotation ( P = .26), or anterior tibial translation ( P = .18). CONCLUSION These findings suggest that a similar mechanism results in an ACL rupture in both male and female athletes with this pattern of bone bruising. CLINICAL RELEVANCE This study provides a novel comparison of male and female knee positions at the time of an ACL injury that may offer information to improve injury prevention strategies.
Collapse
Affiliation(s)
| | - Sophia Y. Kim
- Department of Orthopaedic Surgery Duke University, Durham, North Carolina, USA,Department of Biomedical Engineering Duke University, Durham, North Carolina, USA
| | | | - Amber T. Collins
- Department of Orthopaedic Surgery Duke University, Durham, North Carolina, USA
| | - Zoë A. Englander
- Department of Orthopaedic Surgery Duke University, Durham, North Carolina, USA,Department of Biomedical Engineering Duke University, Durham, North Carolina, USA
| | | | - William E. Garrett
- Department of Orthopaedic Surgery Duke University, Durham, North Carolina, USA
| | - Louis E. DeFrate
- Department of Orthopaedic Surgery Duke University, Durham, North Carolina, USA,Department of Biomedical Engineering Duke University, Durham, North Carolina, USA,Department of Mechanical Engineering and Materials Science, Duke University, Durham, North Carolina, USA
| |
Collapse
|
41
|
Martin JT, Oldweiler AB, Spritzer CE, Soher BJ, Erickson MM, Goode AP, DeFrate LE. A magnetic resonance imaging framework for quantifying intervertebral disc deformation in vivo: Reliability and application to diurnal variations in lumbar disc shape. J Biomech 2018; 71:291-295. [PMID: 29456171 DOI: 10.1016/j.jbiomech.2018.01.045] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2017] [Revised: 01/04/2018] [Accepted: 01/31/2018] [Indexed: 11/25/2022]
Abstract
Low back pain is a significant socioeconomic burden in the United States and lumbar intervertebral disc degeneration is frequently implicated as a cause. The discs play an important mechanical role in the spine, yet the relationship between disc function and back pain is poorly defined. The objective of this work was to develop a technique using magnetic resonance imaging (MRI) and three-dimensional modeling to measure in vivo disc deformations. Using this method, we found that disc geometry was measurable with precision less than the in-plane dimensions of a voxel (≈100 µm, 10% of the MRI pixel size). Furthermore, there was excellent agreement between mean disc height, disc perimeter, disc volume and regional disc height measurements for multiple trials from an individual rater (standard deviation <3.1% across all measurements) and between mean height, perimeter, and volume measurements made by two independent raters (error <1.5% across all measurements). We then used this measurement system to track diurnal deformations in the L5-S1 disc in a young, healthy population (n = 8; age 24.1 ± 3.3 yrs; 2 M/6F). We measured decreases in the mean disc height (-8%) and volume (-9%) with no changes in perimeter over an eight-hour workday. We found that the largest height losses occurred in the posterior (-13%) and posterior-lateral (-14%) regions adjacent to the outer annulus fibrosus. Diurnal annulus fibrosus (AF) strains induced by posterior and posterior-lateral height loss may increase the risk for posterior disc herniation or posterior AF tears. These preliminary findings lay a foundation for determining how deviations from normal deformations may contribute to back pain.
Collapse
Affiliation(s)
- John T Martin
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, United States
| | - Alexander B Oldweiler
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, United States
| | - Charles E Spritzer
- Department of Radiology, Duke University School of Medicine, Durham, NC, United States
| | - Brian J Soher
- Department of Radiology, Duke University School of Medicine, Durham, NC, United States
| | - Melissa M Erickson
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, United States
| | - Adam P Goode
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, United States; Duke Clinical Research Institute, Durham, NC, United States
| | - Louis E DeFrate
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, United States; Department of Biomedical Engineering, Duke University, Durham, NC, United States; Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC, United States.
| |
Collapse
|
42
|
Owusu-Akyaw KA, Heckelman LN, Cutcliffe HC, Sutter EG, Englander ZA, Spritzer CE, Garrett WE, DeFrate LE. A comparison of patellofemoral cartilage morphology and deformation in anterior cruciate ligament deficient versus uninjured knees. J Biomech 2017; 67:78-83. [PMID: 29221902 DOI: 10.1016/j.jbiomech.2017.11.019] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2017] [Revised: 11/22/2017] [Accepted: 11/23/2017] [Indexed: 11/24/2022]
Abstract
Anterior cruciate ligament (ACL) deficient patients have an increased rate of patellofemoral joint (PFJ) osteoarthritis (OA) as compared to the general population. Although the cause of post-injury OA is multi-factorial, alterations in joint biomechanics may predispose patients to cartilage degeneration. This study aimed to compare in vivo PFJ morphology and mechanics between ACL deficient and intact knees in subjects with unilateral ACL ruptures. Eight male subjects underwent baseline MRI scans of both knees. They then performed a series of 60 single-legged hops, followed by a post-exercise MRI scan. This process was repeated for the contralateral knee. The MR images were converted into three-dimensional surface models of cartilage and bone in order to assess cartilage thickness distributions and strain following exercise. Prior to exercise, patellar cartilage was significantly thicker in intact knees as compared to ACL deficient knees by 1.8%. In response to exercise, we observed average patellar cartilage strains of 5.4 ± 1.1% and 2.5 ± 1.4% in the ACL deficient and intact knees, respectively. Importantly, the magnitude of patellar cartilage strain in the ACL deficient knees was significantly higher than in the intact knees. However, while trochlear cartilage experienced a mean strain of 2.4 ± 1.6%, there was no difference in trochlear cartilage strain between the ACL deficient and uninjured knees. In summary, we found that ACL deficiency was associated with decreased patellar cartilage thickness and increased exercise-induced patellar cartilage strain when compared to the uninjured contralateral knees.
Collapse
Affiliation(s)
- Kwadwo A Owusu-Akyaw
- Duke Sports Sciences Institute, Department of Orthopaedic Surgery, Duke University, Durham, NC, USA
| | - Lauren N Heckelman
- Duke Sports Sciences Institute, Department of Orthopaedic Surgery, Duke University, Durham, NC, USA; Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Hattie C Cutcliffe
- Duke Sports Sciences Institute, Department of Orthopaedic Surgery, Duke University, Durham, NC, USA; Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - E Grant Sutter
- Duke Sports Sciences Institute, Department of Orthopaedic Surgery, Duke University, Durham, NC, USA
| | - Zoë A Englander
- Duke Sports Sciences Institute, Department of Orthopaedic Surgery, Duke University, Durham, NC, USA; Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | | | - William E Garrett
- Duke Sports Sciences Institute, Department of Orthopaedic Surgery, Duke University, Durham, NC, USA
| | - Louis E DeFrate
- Duke Sports Sciences Institute, Department of Orthopaedic Surgery, Duke University, Durham, NC, USA; Department of Biomedical Engineering, Duke University, Durham, NC, USA; Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC, USA.
| |
Collapse
|
43
|
Liu B, Lad NK, Collins AT, Ganapathy PK, Utturkar GM, McNulty AL, Spritzer CE, Moorman CT, Sutter EG, Garrett WE, DeFrate LE. In Vivo Tibial Cartilage Strains in Regions of Cartilage-to-Cartilage Contact and Cartilage-to-Meniscus Contact in Response to Walking. Am J Sports Med 2017; 45:2817-2823. [PMID: 28671850 PMCID: PMC5629119 DOI: 10.1177/0363546517712506] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND There are currently limited human in vivo data characterizing the role of the meniscus in load distribution within the tibiofemoral joint. Purpose/Hypothesis: The purpose was to compare the strains experienced in regions of articular cartilage covered by the meniscus to regions of cartilage not covered by the meniscus. It was hypothesized that in response to walking, tibial cartilage covered by the meniscus would experience lower strains than uncovered tibial cartilage. STUDY DESIGN Descriptive laboratory study. METHODS Magnetic resonance imaging (MRI) of the knees of 8 healthy volunteers was performed before and after walking on a treadmill. Using MRI-generated 3-dimensional models of the tibia, cartilage, and menisci, cartilage thickness was measured in 4 different regions based on meniscal coverage and compartment: covered medial, uncovered medial, covered lateral, and uncovered lateral. Strain was defined as the normalized change in cartilage thickness before and after activity. RESULTS Within each compartment, covered cartilage before activity was significantly thinner than uncovered cartilage before activity ( P < .001). After 20 minutes of walking, all 4 regions experienced significant cartilage thickness decreases ( P < .01). The covered medial region experienced significantly less strain than the uncovered medial region ( P = .04). No difference in strain was detected between the covered and uncovered regions in the lateral compartment ( P = .40). CONCLUSION In response to walking, cartilage that is covered by the meniscus experiences lower strains than uncovered cartilage in the medial compartment. These findings provide important baseline information on the relationship between in vivo tibial compressive strain responses and meniscal coverage, which is critical to understanding normal meniscal function.
Collapse
Affiliation(s)
- Betty Liu
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC USA,Department of Biomedical Engineering, Duke University School of Medicine, Durham, NC USA
| | - Nimit K. Lad
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC USA
| | - Amber T. Collins
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC USA
| | - Pramodh K. Ganapathy
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC USA
| | - Gangadhar M. Utturkar
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC USA
| | - Amy L. McNulty
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC USA,Department of Pathology, Duke University School of Medicine, Durham, NC USA
| | | | - Claude T. Moorman
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC USA
| | - E. Grant Sutter
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC USA
| | - William E. Garrett
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC USA
| | - Louis E. DeFrate
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC USA,Department of Biomedical Engineering, Duke University School of Medicine, Durham, NC USA
| |
Collapse
|
44
|
DeFrate LE. Effects of ACL graft placement on in vivo knee function and cartilage thickness distributions. J Orthop Res 2017; 35:1160-1170. [PMID: 28213953 PMCID: PMC5466493 DOI: 10.1002/jor.23541] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2016] [Accepted: 01/23/2017] [Indexed: 02/04/2023]
Abstract
Injuries to the anterior cruciate ligament (ACL) frequently lead to early-onset osteoarthritis. Despite advancement in surgical techniques, ACL reconstruction has a limited ability to prevent these degenerative changes. While previous studies have investigated knee function after ACL reconstruction, in vivo investigations of the effects of graft placement on in vivo joint function and cartilage health are limited. This review presents a series of studies that used novel imaging and 3D modeling techniques to determine the in vivo placement of the ACL graft on the femur using two different ACL reconstruction techniques. These techniques resulted in two distinct graft placement groups: one where the ACL was placed anatomically near the center of the native ACL footprint and another where the graft was placed anteroproximally on the femur, centered outside the ACL footprint. We quantified the effects of graft placement on graft deformation during in vivo loading and how these variables affected knee motion. Finally, we quantified whether femoral placement of the graft affected cartilage thickness. Our results demonstrate that achieving anatomic graft placement on the femur is critical to restoring native ACL function and normal knee kinematics. Knees with grafts that more closely restored normal ACL function, and thus knee motion, experienced less focal cartilage thinning than did those that experienced abnormal knee motion. These results suggest that achieving anatomic graft placement is a critical factor in restoring normal knee motion and potentially slowing the development of degenerative changes after ACL reconstruction. © 2017 Orthopaedic Research Society. Published by Wiley Periodicals, Inc. J Orthop Res 35:1160-1170, 2017.
Collapse
Affiliation(s)
- Louis E. DeFrate
- Department of Orthopaedic Surgery, Mechanical Engineering and Materials Science, and Biomedical Engineering, Duke University, Durham, NC USA
| |
Collapse
|
45
|
Hatcher CC, Collins AT, Kim SY, Michel LC, Mostertz WC, Ziemian SN, Spritzer CE, Guilak F, DeFrate LE, McNulty AL. Relationship between T1rho magnetic resonance imaging, synovial fluid biomarkers, and the biochemical and biomechanical properties of cartilage. J Biomech 2017; 55:18-26. [PMID: 28237185 DOI: 10.1016/j.jbiomech.2017.02.001] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2016] [Revised: 01/27/2017] [Accepted: 02/01/2017] [Indexed: 01/01/2023]
Abstract
Non-invasive techniques for quantifying early biochemical and biomechanical changes in articular cartilage may provide a means of more precisely assessing osteoarthritis (OA) progression. The goals of this study were to determine the relationship between T1rho magnetic resonance (MR) imaging relaxation times and changes in cartilage composition, cartilage mechanical properties, and synovial fluid biomarker levels and to demonstrate the application of T1rho imaging to evaluate cartilage composition in human subjects in vivo. Femoral condyles and synovial fluid were harvested from healthy and OA porcine knee joints. Sagittal T1rho relaxation MR images of the condyles were acquired. OA regions of OA joints exhibited an increase in T1rho relaxation times as compared to non-OA regions. Furthermore in these regions, cartilage sGAG content and aggregate modulus decreased, while percent degraded collagen and water content increased. In OA joints, synovial fluid concentrations of sGAG decreased and C2C concentrations increased compared to healthy joints. T1rho relaxation times were negatively correlated with cartilage and synovial fluid sGAG concentrations and aggregate modulus and positively correlated with water content and permeability. Additionally, we demonstrated the application of these in vitro findings to the study of human subjects. Specifically, we demonstrated that walking results in decreased T1rho relaxation times, consistent with water exudation and an increase in proteoglycan concentration with in vivo loading. Together, these findings demonstrate that cartilage MR imaging and synovial fluid biomarkers provide powerful non-invasive tools for characterizing changes in the biochemical and biomechanical environments of the joint.
Collapse
Affiliation(s)
- Courtney C Hatcher
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA
| | - Amber T Collins
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA
| | - Sophia Y Kim
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA
| | - Lindsey C Michel
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA
| | - William C Mostertz
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA
| | - Sophia N Ziemian
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA
| | - Charles E Spritzer
- Department of Radiology, Duke University Medical Center, Durham, NC, USA
| | - Farshid Guilak
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA
| | - Louis E DeFrate
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA
| | - Amy L McNulty
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA.
| |
Collapse
|
46
|
Liu B, Goode AP, Carter TE, Utturkar GM, Huebner JL, Taylor DC, Moorman CT, Garrett WE, Kraus VB, Guilak F, DeFrate LE, McNulty AL. Matrix metalloproteinase activity and prostaglandin E2 are elevated in the synovial fluid of meniscus tear patients. Connect Tissue Res 2017; 58:305-316. [PMID: 27813662 PMCID: PMC5418110 DOI: 10.1080/03008207.2016.1256391] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
PURPOSE Meniscus tears are a common knee injury and are associated with the development of post-traumatic osteoarthritis (OA). The purpose of this study is to evaluate potential OA mediators in the synovial fluid and serum of meniscus tear subjects compared to those in the synovial fluid of radiographic non-OA control knees. MATERIALS AND METHODS Sixteen subjects with an isolated unilateral meniscus injury and six subjects who served as reference controls (knee Kellgren-Lawrence grade 0-1) were recruited. Twenty-one biomarkers were measured in serum from meniscus tear subjects and in synovial fluid from both groups. Meniscus tear subjects were further stratified by tear type to assess differences in biomarker levels. RESULTS Synovial fluid total matrix metalloproteinase (MMP) activity and prostaglandin E2 (PGE2) were increased 25-fold and 290-fold, respectively, in meniscus tear subjects as compared to reference controls (p < 0.05). Synovial fluid MMP activity and PGE2 concentrations were positively correlated in meniscus tear subjects (R = 0.83, p < 0.0001). In meniscus tear subjects, synovial fluid levels of MMP activity, MMP-2, MMP-3, sGAG, COMP, IL-6, and PGE2 were higher than serum levels (p < 0.05). Subjects with complex meniscus tears had higher synovial fluid MMP-10 (p < 0.05) and reduced serum TNFα and IL-8 (p < 0.05) compared to other tear types. CONCLUSIONS Given the degradative and pro-inflammatory roles of MMP activity and PGE2, these molecules may alter the biochemical environment of the joint. Our findings suggest that modulation of PGE2 signaling, MMP activity, or both following a meniscus injury may be targets to promote meniscus repair and prevent OA development.
Collapse
Affiliation(s)
- Betty Liu
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, North Carolina, USA,Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
| | - Adam P. Goode
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, North Carolina, USA,Duke Clinical Research Institute, Duke University Medical Center, Durham, North Carolina, USA
| | - Teralyn E. Carter
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, North Carolina, USA
| | - Gangadhar M. Utturkar
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, North Carolina, USA
| | - Janet L. Huebner
- Duke Molecular Physiology Institute, Duke University School of Medicine, Durham, North Carolina, USA
| | - Dean C. Taylor
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, North Carolina, USA
| | - Claude T. Moorman
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, North Carolina, USA
| | - William E. Garrett
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, North Carolina, USA
| | - Virginia B. Kraus
- Duke Molecular Physiology Institute, Duke University School of Medicine, Durham, North Carolina, USA,Department of Medicine, Duke University School of Medicine, Durham, North Carolina, USA
| | - Farshid Guilak
- Department of Orthopaedic Surgery, Washington University and Shriners Hospitals for Children – St. Louis, St. Louis, Missouri, USA
| | - Louis E. DeFrate
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, North Carolina, USA,Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
| | - Amy L. McNulty
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, North Carolina, USA,Department of Pathology, Duke University Medical Center, Durham, North Carolina, USA
| |
Collapse
|
47
|
Lad NK, Liu B, Ganapathy PK, Utturkar GM, Sutter EG, Moorman CT, Garrett WE, Spritzer CE, DeFrate LE. Effect of normal gait on in vivo tibiofemoral cartilage strains. J Biomech 2016; 49:2870-2876. [PMID: 27421206 DOI: 10.1016/j.jbiomech.2016.06.025] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2016] [Revised: 06/10/2016] [Accepted: 06/23/2016] [Indexed: 11/17/2022]
Abstract
Altered cartilage loading is believed to be associated with osteoarthritis development. However, there are limited data regarding the influence of normal gait, an essential daily loading activity, on cartilage strains. In this study, 8 healthy subjects with no history of knee surgery or injury underwent magnetic resonance imaging of a single knee prior to and following a 20-min walking activity at approximately 1.1m/s. Bone and cartilage surfaces were segmented from these images and compiled into 3-dimensional models of the tibia, femur, and associated cartilage. Thickness changes were measured across a grid of evenly spaced points spanning the models of the articular surfaces. Averaged compartmental strains and local strains were then calculated. Overall compartmental strains after the walking activity were found to be significantly different from zero in all four tibiofemoral compartments, with tibial cartilage strain being significantly larger than femoral cartilage strain. These results provide baseline data regarding the normal tibiofemoral cartilage strain response to gait. Additionally, the technique employed in this study has potential to be used as a "stress test" to understand how factors including age, weight, and injury influence tibiofemoral cartilage strain response, essential information in the development of potential treatment strategies for the prevention of osteoarthritis.
Collapse
Affiliation(s)
- Nimit K Lad
- Duke Sports Medicine Center, Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA
| | - Betty Liu
- Duke Sports Medicine Center, Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA; Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Pramodh K Ganapathy
- Duke Sports Medicine Center, Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA
| | - Gangadhar M Utturkar
- Duke Sports Medicine Center, Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA
| | - E Grant Sutter
- Duke Sports Medicine Center, Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA
| | - Claude T Moorman
- Duke Sports Medicine Center, Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA
| | - William E Garrett
- Duke Sports Medicine Center, Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA
| | - Charles E Spritzer
- Department of Radiology, Duke University Medical Center, Durham, NC, USA
| | - Louis E DeFrate
- Duke Sports Medicine Center, Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA; Department of Biomedical Engineering, Duke University, Durham, NC, USA.
| |
Collapse
|
48
|
Cher WL, Utturkar GM, Spritzer CE, Nunley JA, DeFrate LE, Collins AT. An analysis of changes in in vivo cartilage thickness of the healthy ankle following dynamic activity. J Biomech 2016; 49:3026-3030. [PMID: 27289415 DOI: 10.1016/j.jbiomech.2016.05.030] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2015] [Revised: 05/26/2016] [Accepted: 05/26/2016] [Indexed: 11/25/2022]
Abstract
Abnormal cartilage loading after injury is believed to be an important factor leading to post-traumatic ankle osteoarthritis. Due to the viscoelastic behavior of cartilage, it is possible to measure localized cartilage strains from changes in thickness following dynamic activities. However, there are limited data characterizing in vivo cartilage mechanics under physiological loading conditions in the healthy ankle. Therefore, the objective of this study was to directly measure in vivo cartilage strains in the healthy ankle joint in response to a dynamic hopping exercise. Ten healthy subjects with no history of ankle injury underwent magnetic resonance imaging before and after a single-leg hopping exercise. Bony and articular cartilage surfaces were created from these images using solid modeling software. Pre-exercise and post-exercise models were then registered to each other, and site-specific cartilage strains (defined as the normalized changes in cartilage thickness) were calculated at grid points spanning the articular surfaces. The effects of both location and exercise on strain were tested using a two-way repeated measures analysis of variance. We did not detect any significant interaction effect between location and exercise for either tibial or talar cartilage. However, hopping resulted in significant decreases in tibial (p<0.05) and talar (p<0.05) cartilage thicknesses, corresponding to strains of 3% and 2%, respectively. Additionally, pre-exercise cartilage thickness varied significantly by location in the talus (p<0.05), but not in the tibia. These strain data may provide important baseline information for future studies investigating altered biomechanics in those at high risk for the development of post-traumatic ankle osteoarthritis.
Collapse
Affiliation(s)
- Wei Liang Cher
- Department of Orthopaedic Surgery, Duke University Medical Center, United States
| | - Gangadhar M Utturkar
- Department of Orthopaedic Surgery, Duke University Medical Center, United States
| | | | - James A Nunley
- Department of Orthopaedic Surgery, Duke University Medical Center, United States
| | - Louis E DeFrate
- Department of Orthopaedic Surgery, Duke University Medical Center, United States.
| | - Amber T Collins
- Department of Orthopaedic Surgery, Duke University Medical Center, United States
| |
Collapse
|
49
|
Kim SY, Spritzer CE, Utturkar GM, Toth AP, Garrett WE, DeFrate LE. Knee Kinematics During Noncontact Anterior Cruciate Ligament Injury as Determined From Bone Bruise Location. Am J Sports Med 2015; 43:2515-21. [PMID: 26264770 PMCID: PMC4681280 DOI: 10.1177/0363546515594446] [Citation(s) in RCA: 65] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND The motions causing noncontact anterior cruciate ligament (ACL) injury remain unclear. Tibiofemoral bone bruises are believed to be the result of joint impact near the time of ACL rupture. The locations and frequencies of these bone bruises have been reported, but there are limited data quantifying knee position and orientation near the time of injury based on these contusions. HYPOTHESIS Knee position and orientation near the time of noncontact ACL injury include extension and anterior tibial translation. STUDY DESIGN Descriptive laboratory study. METHODS Magnetic resonance images of 8 subjects with noncontact ACL injuries were acquired within 1 month of injury and were subsequently analyzed. All subjects exhibited bruises on both the femur and tibia in both medial and lateral compartments. The outer margins of bone and the bone bruise surfaces were outlined on each image to create a 3-dimensional model of each subject's knee in its position during magnetic resonance imaging (MRI position). Numerical optimization was used to maximize overlap of the bone bruises on the femur and tibia and to predict the position of injury. Flexion angle, valgus orientation, internal tibial rotation, and anterior tibial translation were measured in both the MRI position and the predicted position of injury. Differences in kinematics between the MRI position, which served as an unloaded reference, and the predicted position of injury were compared by use of paired t tests. RESULTS Flexion angle was near full extension in both the MRI position and the predicted position of injury (8° vs 12°; P = .2). Statistically significant increases in valgus orientation (5°; P = .003), internal tibial rotation (15°; P = .003), and anterior tibial translation (22 mm; P < .001) were observed in the predicted position of injury relative to the MRI position. CONCLUSION These results suggest that for the bone bruise pattern studied, landing on an extended knee is a high risk for ACL injury. Extension was accompanied by increased anterior tibial translation (22 mm), internal tibial rotation (15°), and valgus rotation (5°) in the predicted position of injury relative to the MRI position. CLINICAL RELEVANCE This study provides novel data characterizing the motions associated with ACL injury, information critical to improving strategies aimed at injury prevention.
Collapse
Affiliation(s)
- Sophia Y. Kim
- Department of Biomedical Engineering, Duke University, Durham, NC
| | | | - Gangadhar M. Utturkar
- Duke Sports Medicine Center, Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC
| | - Alison P. Toth
- Duke Sports Medicine Center, Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC
| | - William E. Garrett
- Duke Sports Medicine Center, Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC
| | - Louis E. DeFrate
- Department of Biomedical Engineering, Duke University, Durham, NC,Duke Sports Medicine Center, Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC,Corresponding Author: Louis E. DeFrate, ScD, Associate Professor, Department of Orthopaedic Surgery, 379 MSRB, Box 3093, Duke University Medical Center, Durham, NC 27710, Phone: (919) 681-9959,
| |
Collapse
|
50
|
Carter TE, Taylor KA, Spritzer CE, Utturkar GM, Taylor DC, Moorman CT, Garrett WE, Guilak F, McNulty AL, DeFrate LE. In vivo cartilage strain increases following medial meniscal tear and correlates with synovial fluid matrix metalloproteinase activity. J Biomech 2015; 48:1461-8. [PMID: 25801424 DOI: 10.1016/j.jbiomech.2015.02.030] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2015] [Accepted: 02/10/2015] [Indexed: 01/13/2023]
Abstract
Meniscal tears are common injuries, and while partial meniscectomy is a frequent treatment option, general meniscus loss is a risk factor for the development of osteoarthritis. The goal of this study was to measure the in vivo tibiofemoral cartilage contact patterns in patients with meniscus tears in relation to biomarkers of cartilage catabolism in the synovial fluid of these joints. A combination of magnetic resonance imaging and biplanar fluoroscopy was used to determine the in vivo motion and cartilage contact mechanics of the knee. Subjects with isolated medial meniscus tears were analyzed while performing a quasi-static lunge, and the contralateral uninjured knee was used as a control. Synovial fluid was collected from the injured knee and matrix metalloproteinase (MMP) activity, sulfated glycosaminoglycan, cartilage oligomeric matrix protein, prostaglandin E2, and the collagen type II cleavage biomarker C2C were measured. Contact strain in the medial compartment increased significantly in the injured knees compared to contralateral control knees. In the lateral compartment, the contact strain in the injured knee was significantly increased only at the maximum flexion angle (105°). The average cartilage strain at maximum flexion positively correlated with total MMP activity in the synovial fluid. These findings show that meniscal injury leads to loss of normal joint function and increased strain of the articular cartilage, which correlated to elevated total MMP activity in the synovial fluid. The increased strain and total MMP activity may reflect, or potentially contribute to, the early development of osteoarthritis that is observed following meniscal injury.
Collapse
Affiliation(s)
- Teralyn E Carter
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, United States
| | - Kevin A Taylor
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, United States
| | - Charles E Spritzer
- Department of Radiology, Duke University Medical Center, Durham, NC, United States
| | - Gangadhar M Utturkar
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, United States
| | - Dean C Taylor
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, United States
| | - Claude T Moorman
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, United States
| | - William E Garrett
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, United States
| | - Farshid Guilak
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, United States
| | - Amy L McNulty
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, United States
| | - Louis E DeFrate
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, United States
| |
Collapse
|