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Thacher RR, Retzky J, Hsu J, Arnone PG, Nguyen JT, Greditzer HG, Nawabi DH, Marx RG. Increased Lateral Posterior Tibial Slope is Associated with a Higher Rate of Lateral Meniscal Injury in Acute Noncontact Anterior Cruciate Ligament Ruptures. Arthroscopy 2025:S0749-8063(25)00167-7. [PMID: 40090529 DOI: 10.1016/j.arthro.2025.03.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Revised: 02/21/2025] [Accepted: 03/02/2025] [Indexed: 03/18/2025]
Abstract
PURPOSE The purpose of this study was to determine whether there was an association between increasing posterior tibial slope and meniscal tears in a group of patients with isolated, noncontact and acute ACL ruptures from a large ACL registry. METHODS Our institution's ACL Registry was consulted to identify patients between the age of 18 and 45 who underwent primary ACL reconstruction between Jan 2019 and July 2022 for acute, noncontact ACL rupture. Patients with pre-existing meniscal pathology, chronic ACL reconstructions, revisions, and multi-ligament knee injuries were excluded. Preoperative MRIs were used to measure lateral and medial posterior tibial slope. Meniscal injuries seen during arthroscopy were recorded based on operative reports. Independent cohorts were created based on the presence or absence of a meniscal tear. Two-tailed student's t tests were used to compare average medial and lateral posterior tibial slopes between groups. Separate analyses were performed for the presence of isolated lateral meniscal tears, isolated medial meniscal tears and both medial and lateral meniscal tears. Multivariable logistic regression models were generated to evaluate other potential risk factors for each tear outcome, including age, gender and BMI. Receiver Operating Characteristic (ROC) curve analysis was conducted to explore the potential of identifying an optimal threshold for predicting the presence of a meniscal tear based on lateral posterior tibial slope. RESULTS 1056 patients ultimately met inclusion criteria. There were 498 (47%) patients with any meniscal tear, 346 (33%) patients with lateral meniscus tears, 245 (23%) patients with medial meniscus tears and 93 (9%) patients with both medial and lateral tears. The average lateral and medial posterior tibial slopes were 5.5° (-4.2° to 13.4°) and 5.7° (0° to 15.7°), respectively. Increased lateral tibial slope was associated with a statistically significant increase in rate of any meniscal tear (aOR: 1.10, 95% CI: 1.04-1.16, p<0.001) and lateral meniscal tear, specifically (aOR: 1.11, 95%CI: 1.04-1.18, p<0.001). In regression analysis, male sex and BMI≥35 were found to increase the risk of all meniscal tear types. With a ROC curve analysis identifying LPTS threshold values that resulted AUC ranges from 0.55 to 0.57, we were unable to identify an optimal threshold for posterior tibial slope in predicting meniscal tears. CONCLUSIONS In this single institution registry-based study, increasing lateral posterior tibial slope was associated with a higher rate of meniscus injury in acute ACL ruptures whereas medial tibial slope demonstrated no correlation. No optimal threshold of posterior slope could be identified above which the odds of a meniscal tear were significantly elevated. Regression analysis identified BMI>35 and male sex as independent risk factors for meniscal tear in this select population. LEVEL OF EVIDENCE Level 3: Comparative retrospective case series.
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Affiliation(s)
- Ryan R Thacher
- Hospital for Special Surgery, New York, NY, 535 East 70(th) Street, New York, NY 10021.
| | | | - Janet Hsu
- Albert Einstein College of Medicine, New York, NY
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Zhu Y, Wang Q, Liu K, Zhao W, Wang C, Wang H, Lang N. Association of Morphological Changes in the Posterior Horn of the Meniscus of Knee With Anterior Cruciate Ligament Injury: A New Biological Evaluation Index. Orthop J Sports Med 2025; 13:23259671251320657. [PMID: 40083752 PMCID: PMC11905081 DOI: 10.1177/23259671251320657] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2024] [Accepted: 10/04/2024] [Indexed: 03/16/2025] Open
Abstract
Background The shape and size of the meniscus are closely related to the stability of the knee joint and the anterior cruciate ligament (ACL) injury. Studies have confirmed the correlation between meniscal morphology and isolated ACL injury. Purpose To investigate meniscal parameters, including morphological changes, in participants with isolated ACL injury. Study Design Cross-sectional study; Level of evidence, 3. Methods This retrospective study, conducted from January to December 2021, compared 70 patients with isolated ACL injury with 70 patients with intact ACL. The meniscal slopes and posterior meniscal angles were measured using magnetic resonance imaging. The meniscal slopes include the slope of the anterior horn of the medial meniscus (SAHMM), slope of the posterior horn of the medial meniscus (SPHMM), slope of the anterior horn of the lateral meniscus (SAHLM), and slope of the posterior horn of the lateral meniscus (SPHLM). The posterior meniscal angles include the posterior base angle of the medial meniscus (PBAMM) and the posterior base angle of the lateral meniscus (PBALM). The receiver operating characteristic (ROC) curve was used to analyze the value of meniscal morphological parameters in judging ACL injury. Results The SPHMM in participants with ACL injury was greater (mean, 23.24° ± 3.42°) than that in participants without (mean, 21.88° ± 3.35°) (P = .019). The PBAMM of participants with ACL injury was significantly higher than that in participants with intact ACL (mean, 73.78° ± 6.32° vs 67.82° ± 5.88°) (P < .001). The ROC cutoff value for SPHMM was 20.65°, and values greater than this had 81.4% sensitivity and 45.7% specificity for ACL injury. The ROC cutoff value for PBAMM was 73.55°, and values greater than this had 54.3% sensitivity and 84.3% specificity. Conclusion The authors found a strong association between morphological changes in the SPHMM and ACL injury. Therefore, morphological changes in the meniscus can indicate ACL injury.
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Affiliation(s)
- Yupeng Zhu
- Department of Radiology, Peking University Third Hospital, Beijing, China
| | - Qizheng Wang
- Department of Radiology, Peking University Third Hospital, Beijing, China
| | - Ke Liu
- Department of Radiology, Peking University Third Hospital, Beijing, China
| | - Weili Zhao
- Department of Radiology, Peking University Third Hospital, Beijing, China
| | - Chenxi Wang
- Department of Radiology, Peking University Third Hospital, Beijing, China
| | - Honghao Wang
- Department of Radiology, Peking University Third Hospital, Beijing, China
| | - Ning Lang
- Department of Radiology, Peking University Third Hospital, Beijing, China
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Calek AK, Hochreiter B, Ek SJ, Carr A, Young D, Baré J, Lording TD. Medial meniscal and bony slopes are higher in knees with failed ACL reconstruction than in patients with successful ACL reconstruction. Knee 2024; 50:59-68. [PMID: 39126926 DOI: 10.1016/j.knee.2024.07.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 07/19/2024] [Accepted: 07/21/2024] [Indexed: 08/12/2024]
Abstract
BACKGROUND We aimed to compare tibial soft tissue and bony slopes in patients with failed and non-failed ACL reconstructions (ACLR). We hypothesized that patients with failed ACLR have increased slopes compared to non-failed ACLR, and unexplained failures have higher slopes than failures with clear technical errors and failed synthetic ligaments. METHODS Between 2015 and 2022, 130 patients with failed ACLR were retrospectively identified; 79 knees with adequate MRI scans were analyzed. These were compared to 57 non-failed ACLRs. MRI measurements included lateral and medial tibial bony slope (LBS, MBS) and lateral and medial meniscal slope (LMS, MMS). Subgroup analysis assessed for failures with technical errors and failed synthetic ligaments. RESULTS In all patients, the LMS and MMS reduced the bony slope towards the horizontal without reaching statistical significance. Failed ACLR had significantly higher MBS (7.1° ± 2.9 vs. 4.6° ± 2.5, p < 0.001) and MMS (5.6° ± 3.5 vs. 3.4° ± 2.8, p < 0.001). The area under the curve for MBS was 0.721 (CI: 0.628-0.813). The Youden optimal threshold value of MBS ≥ 5.1° (sensitivity 80 %, specificity 56.1 %) yielded an odd's ratio for failure of 5.1 (CI:2.3-11.6; p < 0.001). Revisions with technical errors had slopes that were not significantly different to non-failed ACLR. Revisions with synthetic grafts had MBS (7.3° ± 3.2 vs. 4.6° ± 2.5; p = 0.007) and MMS (6° ± 3.8 vs. 3.4° ± 2.8; p = 0.021) that were significantly higher to non-failed ACLR. CONCLUSION Medial bony and meniscal slopes are higher in patients with unexplained failed ACLRs and revisions with synthetic grafts, but ACLR with technical errors failed with slopes similar to non-failed ACLRs. Increased medial slope values are a risk factor for surgical failure. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Anna-Katharina Calek
- Melbourne Orthopaedic Group, 33 The Avenue, Windsor, 3181 Melbourne, VIC, Australia; Department of Orthopedics, Balgrist University Hospital, University of Zurich, Forchstrasse 340, CH-8008 Zurich, Switzerland.
| | - Bettina Hochreiter
- Melbourne Orthopaedic Group, 33 The Avenue, Windsor, 3181 Melbourne, VIC, Australia; Department of Orthopedics, Balgrist University Hospital, University of Zurich, Forchstrasse 340, CH-8008 Zurich, Switzerland.
| | - Samuel J Ek
- Melbourne Orthopaedic Group, 33 The Avenue, Windsor, 3181 Melbourne, VIC, Australia.
| | - Ashley Carr
- Melbourne Orthopaedic Group, 33 The Avenue, Windsor, 3181 Melbourne, VIC, Australia.
| | - David Young
- Melbourne Orthopaedic Group, 33 The Avenue, Windsor, 3181 Melbourne, VIC, Australia.
| | - Jonathan Baré
- Melbourne Orthopaedic Group, 33 The Avenue, Windsor, 3181 Melbourne, VIC, Australia.
| | - Timothy D Lording
- Melbourne Orthopaedic Group, 33 The Avenue, Windsor, 3181 Melbourne, VIC, Australia.
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Braz JNPDSV, Alves LFTG, Ferreira FAL, Barros AS, de Sousa AMSN, Gutierres MAP. The presence of a deep lateral femoral notch sign in ACL-injured patients is associated with a 2.7° steeper posterior tibial slope and a 19% higher frequency of lateral meniscal injuries. Knee Surg Sports Traumatol Arthrosc 2024; 32:2003-2012. [PMID: 38751091 DOI: 10.1002/ksa.12262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2023] [Revised: 04/12/2024] [Accepted: 04/16/2024] [Indexed: 07/23/2024]
Abstract
PURPOSE The purpose of this study was to study the relationship between the presence of a deep lateral femoral notch sign (DLFNS) in anterior cruciate ligament (ACL)-injured patients and a higher posterior lateral tibial slope (LPTS), a reduced meniscal bone angle (MBA), a higher LPTS/MBA ratio and a higher incidence of concomitant injuries in primary ACL tears. METHODS A retrospective case-control study was performed in patients submitted to primary ACL reconstruction with an available preoperative magnetic resonance imaging (MRI) scan. Patients with ACL tears and a femoral impactation with a depth ≥2 mm were assorted to the DLFNS group and patients with ACL tear and without a DLFNS to the control group. LPTS and MBA were measured in MRI. The presence of concomitant injuries (meniscal, posterior cruciate ligament, medial collateral ligament, lateral collateral ligament and bone injuries) was assessed in MRI. Quantitative data are presented in the median ± interquartile range (IQR). RESULTS There were 206 patients included in the study, with 46 patients assorted to the DLFNS group and 160 patients to the control group. In the DLFNS group, the median LPTS was 6.7° (IQR: 4.0-8.2) versus 4.0° in the control group (IQR: 2.2-6.5) (p = 0.003). The LPTS/MBA ratio was significantly higher in the DLFNS group, with a median of 0.32 (IQR: 0.19-0.44), in comparison to the control group, with a median of 0.19 (IQR: 0.11-0.31) (p < 0.001). The multivariable logistic regression analysis showed that the LPTS is an independent risk factor to having a DLFNS (odds ratio [OR] = 1.161; 95% confidence interval [CI]: 1.042-1.293, p = 0.007). There was a higher incidence of concomitant lateral meniscal injuries in the DLFNS group (67% vs. 48%, p = 0.017). CONCLUSIONS In patients with ACL tears, the presence of a DLFNS is associated with a steeper lateral posterior tibial slope, as well as a higher incidence of concomitant lateral meniscal injuries. LEVEL OF EVIDENCE Level III.
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Affiliation(s)
| | - Luís F T G Alves
- Department of Orthopaedics and Traumatology, São João University Hospital, Porto, Portugal
| | | | - António S Barros
- RISE - Department of Physiology and Surgery, Faculty of Medicine, University of Porto, Porto, Portugal
| | - António M S N de Sousa
- Faculty of Medicine, University of Porto, Porto, Portugal
- Department of Orthopaedics and Traumatology, São João University Hospital, Porto, Portugal
| | - Manuel A P Gutierres
- Faculty of Medicine, University of Porto, Porto, Portugal
- Department of Orthopaedics and Traumatology, São João University Hospital, Porto, Portugal
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Tang Z, Luo Y, Liu D, Zhou S, Xu Z, Zhu T, Yang H. Investigation of the anatomic risk factors in acute anterior cruciate ligament ruptures to develop ramp lesions of the medial meniscus by quantitative MRI. Insights Imaging 2024; 15:133. [PMID: 38825662 PMCID: PMC11144682 DOI: 10.1186/s13244-024-01685-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2023] [Accepted: 04/02/2024] [Indexed: 06/04/2024] Open
Abstract
OBJECTIVE To investigate the anatomic risk factors of knee in patients with acute non-contact anterior cruciate ligament (aACL) ruptures to develop ramp lesions. METHODS A total of 202 subjects were retrospectively divided into three groups: (1) aACL ruptures combined with ramp lesions group (n = 76); (2) isolated ACL ruptures group (n = 56) and (3) normal controls group (n = 70). Quantitative morphological parameters on MRI were measured including: diameter of medial femoral condyle (MFC), anterior-posterior length and depth of medial tibial plateau (MTP AP length and depth), lateral posterior tibial slope (LPTS) and medial posterior tibial slope (MTPS), asymmetry of LPTS and MPTS (LMPTS), lateral meniscal slope (LMS), and medial meniscal slope (MMS). RESULTS The MTP AP length, MTP AP length/MFC diameter ratio, MTP depth, LPTS and the asymmetry of LMPTS showed significant differences among the three groups (p < 0.001). The risk factors associated with the ramp lesions including a longer MTP AP length (OR 1.17, 95% CI 1.00-1.44, p = 0.044), increased MTP depth (OR 1.91, 95% CI 1.22-3.00, p = 0.005) and lager ratio (OR 1.11, 95% CI 1.01-1.22, p = 0.036). The highest AUC was the MTP AP length/MFC diameter ratio (0.74; 95% CI, 0.66-0.82). The combination model increased higher accuracy (0.80; 95% CI, 0.72-0.88). CONCLUSION Several bony anatomic characteristics of the knee, especially the morphology of medial tibia plateau, are additional risk factors for aACL ruptures to develop ramp lesions. CRITICAL RELEVANCE STATEMENT Predictive anatomic risk factors of the knee for patients with acute non-contact anterior cruciate ligament (aACL) ruptures to develop ramp lesions, especially the morphology of medial tibia plateau, are detectable by MRI. KEY POINTS Ramp lesion development can complicate aACL ruptures and requires specific treatment. Longer AP length and increased MTP depth are risk factors for concurrent ramp lesions. Identification of ramp lesions allows for the most appropriate treatment.
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Affiliation(s)
- Ziyi Tang
- Department of Radiology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Yuxi Luo
- Department of Radiology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Dan Liu
- Department of Radiology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Suying Zhou
- Department of Radiology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Zhangyan Xu
- Department of Radiology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Tongxin Zhu
- Department of Radiology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - HaiTao Yang
- Department of Radiology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
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Wang D, Fan H, Hu L, Liang X, Huang W, Li K. Increased knee torsional misalignment associated with femoral torsion is related to non-contact anterior cruciate ligament injury: a case-control study. J Orthop Surg Res 2024; 19:124. [PMID: 38321464 PMCID: PMC10845642 DOI: 10.1186/s13018-024-04609-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2023] [Accepted: 01/31/2024] [Indexed: 02/08/2024] Open
Abstract
BACKGROUND Altered axial biomechanics of the knee are recognized as a risk factor for non-contact anterior cruciate ligament (ACL) injury. However, the relationship of knee and segmental torsion to non-contact ACL and combined anterolateral ligament (ALL) injury is unclear. This study aims to determine the relationship of knee and segmental torsion to non-contact ACL injury and to explore their relationship with ALL injuries. METHODS We divided 122 patients with arthroscopically confirmed non-contact ACL injuries into an ACL injury group (isolated ACL injury, 63 patients) and an ACL + ALL injury group (ACL combined with ALL injury,59 patients). Additionally, 90 normal patients with similar age, gender and body mass index (BMI) were matched as a control group. The tibial tubercle-trochlear groove (TT-TG) distance, distal femoral torsion (DFT), posterior femoral condylar torsion (PFCT) and proximal tibial torsion (PTT) were measured using magnetic resonance imaging (MRI). We assessed the differences between the groups using an independent samples t test and utilized receiver operating characteristic (ROC) curves to determine the cut-off value for the increased risk of ACL injury. RESULTS In patients with ACL injury, the measurements of the TT-TG (11.8 ± 3.1 mm), DFT (7.7° ± 3.5°) and PFCT (3.6° ± 1.3°) were significantly higher compared to the control group (9.1 ± 2.4 mm, 6.3° ± 2.7° and 2.8° ± 1.3°, respectively; P < 0.05), but the PTT did not differ between the two groups. The TT-TG, DFT and PFCT were not significantly larger in patients combined with ALL injury. ROC curve analysis revealed ACL injury is associated with TT-TG, DFT and PFCT. CONCLUSIONS Knee torsional alignment is associated with ACL injury, predominantly in the distal femur rather than the proximal tibia. However, its correlation with ALL injury remains unclear. These findings may help identify patients at high risk for non-contact ACL injury and inform the development of targeted prevention and treatment strategies.
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Affiliation(s)
- Dehua Wang
- Department of Orthopedics, The First Affiliated Hospital of Chongqing Medical University, 1 Youyi Road, Yuanjiagang Yuzhong District, Chongqing, 400016, China
- Orthopedic Laboratory of Chongqing Medical University, Chongqing, China
| | - Hengkai Fan
- Department of Orthopaedics, Lanzhou University Second Hospital, Orthopaedics Key Laboratory of Gansu Province, Gansu, China
| | - Linlin Hu
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Xi Liang
- Department of Orthopedics, The First Affiliated Hospital of Chongqing Medical University, 1 Youyi Road, Yuanjiagang Yuzhong District, Chongqing, 400016, China
- Orthopedic Laboratory of Chongqing Medical University, Chongqing, China
| | - Wei Huang
- Department of Orthopedics, The First Affiliated Hospital of Chongqing Medical University, 1 Youyi Road, Yuanjiagang Yuzhong District, Chongqing, 400016, China
- Orthopedic Laboratory of Chongqing Medical University, Chongqing, China
| | - Ke Li
- Department of Orthopedics, The First Affiliated Hospital of Chongqing Medical University, 1 Youyi Road, Yuanjiagang Yuzhong District, Chongqing, 400016, China.
- Orthopedic Laboratory of Chongqing Medical University, Chongqing, China.
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Yi Z, Jiang J, Liu Z, Wang H, Yi Q, Zhan H, Liang X, Niu Y, Xiang D, Geng B, Xia Y, Wu M. The Association Between Bone Bruises and Concomitant Ligaments Injuries in Anterior Cruciate Ligament Injuries: A Systematic Review and Meta-analysis. Indian J Orthop 2023; 57:20-32. [PMID: 36660483 PMCID: PMC9789248 DOI: 10.1007/s43465-022-00774-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Accepted: 10/21/2022] [Indexed: 11/16/2022]
Abstract
Background Bone bruises and concomitant ligament injuries after anterior cruciate ligament (ACL) injuries have attracted attention, but their correlation and potential clinical significance remain unclear. Purpose To assess the relationship between bone bruises and concomitant ligamentous injuries in ACL injuries. Study design Systematic review. Methods A comprehensive search of PubMed, Embase, Web of Science, and Cochrane Library was completed from inception to October 20, 2021. All articles that evaluated the relationship between bone bruises and related ligaments injuries were included. Methodological Index for Non-Randomized Studies (MINORS) was used for quality assessment as well as Review Manager 5.3 was used for data analysis. Results A total of 19 studies evaluating 3292 patients were included. After meta-analysis, anterolateral ligament (ALL) injuries were associated with bone bruising on the lateral tibial plateau (LTP) (RR = 2.33; 95% CI 1.44-3.77; p = 0.0006), lateral femoral condyle (LFC) (RR = 1.97; 95% CI 1.37-2.85; p = 0.0003) and medial tibial plateau (MTP) (RR = 1.62; 95% CI 1.24-2.11; p = 0.0004); Moreover, medial collateral ligament (MCL) injuries were associated with bone bruising on the femur (RR = 1.49; 95% CI 1.17-1.90; p = 0.001), and no statistical significance was found between bone bruising on the MTP and Kaplan fiber (KF) injuries (RR = 1.58; 95% CI 1.00-2.49; p = 0.05). Nonetheless, the current evidence did not conclude that bone bruises were associated with lateral collateral ligament (LCL) injuries. Conclusion For individuals with an ACL injury, bone bruises of the LTP, LFC, and MTP can assist in the diagnosis of ALL injuries. Furthermore, femoral bruising has potential diagnostic value for MCL injuries. Knowing these associations allows surgeons to be alert to ACL-related ligament injuries on MRI and during operations in future clinical practice.
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Affiliation(s)
- Zhi Yi
- Department of Orthopaedics, Orthopaedic Clinical Research Center of Gansu Province, Intelligent Orthopaedic Industry Technology Center of Gansu Province, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730000 Gansu People’s Republic of China
| | - Jin Jiang
- Department of Orthopaedics, Orthopaedic Clinical Research Center of Gansu Province, Intelligent Orthopaedic Industry Technology Center of Gansu Province, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730000 Gansu People’s Republic of China
| | - Zhongcheng Liu
- Department of Orthopaedics, Orthopaedic Clinical Research Center of Gansu Province, Intelligent Orthopaedic Industry Technology Center of Gansu Province, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730000 Gansu People’s Republic of China
| | - Hong Wang
- Department of Orthopaedics, Orthopaedic Clinical Research Center of Gansu Province, Intelligent Orthopaedic Industry Technology Center of Gansu Province, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730000 Gansu People’s Republic of China
| | - Qiong Yi
- Department of Orthopaedics, Orthopaedic Clinical Research Center of Gansu Province, Intelligent Orthopaedic Industry Technology Center of Gansu Province, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730000 Gansu People’s Republic of China
| | - Hongwei Zhan
- Department of Orthopaedics, Orthopaedic Clinical Research Center of Gansu Province, Intelligent Orthopaedic Industry Technology Center of Gansu Province, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730000 Gansu People’s Republic of China
| | - Xiaoyuan Liang
- Department of Orthopaedics, Orthopaedic Clinical Research Center of Gansu Province, Intelligent Orthopaedic Industry Technology Center of Gansu Province, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730000 Gansu People’s Republic of China
| | - Yongkang Niu
- Department of Orthopaedics, Orthopaedic Clinical Research Center of Gansu Province, Intelligent Orthopaedic Industry Technology Center of Gansu Province, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730000 Gansu People’s Republic of China
| | - Dejian Xiang
- Department of Orthopaedics, Orthopaedic Clinical Research Center of Gansu Province, Intelligent Orthopaedic Industry Technology Center of Gansu Province, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730000 Gansu People’s Republic of China
| | - Bin Geng
- Department of Orthopaedics, Orthopaedic Clinical Research Center of Gansu Province, Intelligent Orthopaedic Industry Technology Center of Gansu Province, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730000 Gansu People’s Republic of China
| | - Yayi Xia
- Department of Orthopaedics, Orthopaedic Clinical Research Center of Gansu Province, Intelligent Orthopaedic Industry Technology Center of Gansu Province, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730000 Gansu People’s Republic of China
| | - Meng Wu
- Department of Orthopaedics, Orthopaedic Clinical Research Center of Gansu Province, Intelligent Orthopaedic Industry Technology Center of Gansu Province, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730000 Gansu People’s Republic of China
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Yin B, Zhao P, Chen J, Yan W, Zhang H, Zhang J, Zhou A. Decreased lateral posterior tibial slope and medial tibial depth are underlying anatomic risk factors for posterior cruciate ligament injury: a case-control study. BMC Musculoskelet Disord 2022; 23:689. [PMID: 35858843 PMCID: PMC9297602 DOI: 10.1186/s12891-022-05653-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 07/11/2022] [Indexed: 11/25/2022] Open
Abstract
Objectives To research whether medial PTS, lateral PTS and MTD were different between the PCL injury group and the PCL intact group. Design Retrospective case–control study, level of evidence III. Methods Fifty patients with PCL rupture from 2015 to 2020 in our hospital, and 50 patients matched by age and sex with intact PCL were enrolled in our study. The intraclass correlation coefficient (ICC) was used to assess the reliability of each parameter. The independent t-test was conducted to identify the differences in tibial morphometric characteristics between the PCL-injured and PCL-intact individuals, including the posterior tibial slope (PTS), meniscal slope (MS), medial tibial depth (MTD). A binary logistic regression model was established to evaluate the roles of those anatomic parameters of interest play in PCL injuries. Results The interobserver reliability of each parameter showed excellent agreement. Significant differences in the medial (P = .023) and lateral (P = .009) PTS were found between the PCL-injured group (3.68 ± 2.70 and 4.55 ± 3.19, respectively) and the controls (5.00 ± 2.73 and 6.39 ± 3.29, respectively). And the MTD was 1.98 ± 0.64 mm in the PCL-injured group and 2.37 ± 0.55 mm in the control group (P = 0.007). Binary logistic regression analysis showed that smaller lateral PTS and MTD were directly associated with PCL injury, with an OR of 1.17 and OR of 3.14, respectively. The medial PTS was independent to PCL injures. Conclusion Decreased lateral PTS and MTD were underlying anatomic risk factors for PCL injury.
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Affiliation(s)
- Baoshan Yin
- Department of Orthopaedics, the First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.,Chongqing Medical University, Chongqing, 400016, China
| | - Pei Zhao
- Department of Orthopaedics, the First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Jiaxing Chen
- Department of Orthopaedics, the First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.,Chongqing Medical University, Chongqing, 400016, China
| | - Wenlong Yan
- Department of Orthopaedics, the First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Hua Zhang
- Department of Orthopaedics, the First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Jian Zhang
- Department of Orthopaedics, the First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Aiguo Zhou
- Department of Orthopaedics, the First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
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A bone bruise at the lateral and medial tibial plateau with an anterior cruciate ligament injury is associated with a meniscus tear. Knee Surg Sports Traumatol Arthrosc 2022; 30:2298-2306. [PMID: 34806125 DOI: 10.1007/s00167-021-06786-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 10/25/2021] [Indexed: 10/19/2022]
Abstract
PURPOSE Bone bruises with anterior cruciate ligament (ACL) injury are well studied, but the association between bone bruises and multiple factors is unclear. The main objective of this study was to investigate the association between bone bruising and ACL injury and concomitant injury as well as clinical and functional scores. The second objective was to investigate the presence and distribution patterns of bone bruises. METHOD A total of 176 patients who underwent ACL reconstruction for primary ACL injury were included. The demographic characteristics and responses to clinical and functional assessments (the Visual Analog Scale for activities of daily living and sports, the Cincinnati Knee Rating System, the Lysholm score, the Knee Osteoarthritis Outcome Score and side-to-side difference in anterior laxity) were recorded at the initial visit. Concomitant injuries were evaluated by intraoperative assessment. RESULTS Bone bruises were detected in 141 patients (80.1%). The lateral femoral condyle (LFC) was the most common site in 116 patients (65.9%), followed by the lateral tibial plateau (LTP) in 82 patients (46.6%), medial tibial plateau (MTP) in 47 patients (26.7%) and medial femoral condyle (MFC) in 29 patients (16.5%). Regarding the distribution patterns, bone bruising at only the LFC, which was the most common pattern, was detected in 38 patients (27.0%). Bone bruising at the LTP or MTP was significantly associated with lateral (LM) and medial meniscus (MM) tears (odds ratios 4.0, 3.0, 4.3 and 40.5, 95% confidence intervals 1.5-11.6, 1.2-15.1, 1.2-17.3 and 8.6-283.0, respectively). No marked differences in the functional or clinical scores were noted. The severity of bone bruising at the MTP was significantly associated with MM tears and that at the LTP was significantly associated with LM tears. (p < 0.01). CONCLUSION This study showed association between bone bruising at LTP and LM tears or at MTP and MM tears. Additionally, it provided detailed information on the presence and distribution patterns of bone bruises at each anatomic site. These findings are clinically relevant and will aid in preoperatively diagnosing meniscus tears in cases of ACL injury. LEVEL OF EVIDENCE Level III.
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10
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Dean RS, DePhillipo NN, LaPrade RF. Posterior Tibial Slope in Patients With Torn ACL Reconstruction Grafts Compared With Primary Tear or Native ACL: A Systematic Review and Meta-analysis. Orthop J Sports Med 2022; 10:23259671221079380. [PMID: 35425846 PMCID: PMC9003651 DOI: 10.1177/23259671221079380] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2021] [Accepted: 11/30/2021] [Indexed: 11/15/2022] Open
Abstract
Background: Increased posterior tibial slope (PTS) is a risk factor for anterior cruciate ligament (ACL) rupture and failure of ACL reconstruction (ACLR) grafts. Purpose: The purpose was to conduct a systematic review of literature on PTS measurements and to conduct a meta-analysis of comparable PTS measurements based on a patient’s ACL status. It was hypothesized that patients with torn ACLR grafts would have significantly larger medial and lateral PTS compared with patients with native ACLs or those who underwent primary ACLR. Study Design: Systematic review; Level of evidence, 4. Methods: A systematic review was performed using PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. Included were studies that reported medial and/or lateral PTS measurements, those that reported PTS measurements based on ACL status (ie, intact ACL, primary ACL tear, failed ipsilateral ACLR, or revision ACLR), and those that reported their specific PTS measurement technique. Average PTS measurements, measurement location (medial or lateral tibial plateau) and technique, imaging modality used, and ACL status were extracted from each study. Data were pooled using DerSimonian and Laird random-effects models, and results were compared using the Altman interaction test. Results: The literature search identified 1705 studies, of which 82 (N = 12,971 patients) were included. There were 4028 patients in the intact ACL group (31%), 7405 in the primary ACLR group (57%), and 1538 in the failed ACLR group (12%). Measurements were obtained from lateral radiographs in 31 studies (38%), from magnetic resonance imaging in 47 studies (57%), and from computed tomography in 4 studies (5%). The failed ACLR group had a significantly larger lateral PTS (9.55°; 95% CI, 8.47°-10.63°) than either the primary ACL tear (7.13°; 95% CI, 6.58°-7.67°) or intact ACL (5.57°; 95% CI, 5.03°-6.11°) groups (P < .001 for both). The failed ACLR group also had a significantly larger medial PTS (9.05°; 95% CI, 7.80°-10.30°) than the primary (6.24°; 95% CI, 5.71°-6.78°) or intact ACL (6.28°; 95% CI, 5.21°-7.35°) groups (P < .001 for both). Conclusion: Both lateral and medial PTS measurements were greater in patients who had failed previous ACLR than those with a primary ACL tear or an intact native ACL. The lateral PTS of patients with primary ACL tears was greater than those with an intact native ACL.
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Affiliation(s)
- Robert S. Dean
- Beaumont Health, Royal Oak, Michigan, USA
- Twin Cities Orthopedics, Edina, Minnesota, USA
| | - Nicholas N. DePhillipo
- Twin Cities Orthopedics, Edina, Minnesota, USA
- Oslo Sports Trauma Research Center, Oslo, Norway
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11
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Kim SH, Seo JH, Kim DA, Lee JW, Kim KI, Lee SH. Steep posterior lateral tibial slope, bone contusion on lateral compartments and combined medial collateral ligament injury are associated with the increased risk of lateral meniscal tear. Knee Surg Sports Traumatol Arthrosc 2022; 30:298-308. [PMID: 33687540 DOI: 10.1007/s00167-021-06504-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Accepted: 02/10/2021] [Indexed: 12/19/2022]
Abstract
PURPOSE To determine the risk factors for lateral meniscus and root tears in patients with acute anterior cruciate ligament (ACL) injuries. METHODS A total of 226 patients undergoing acute ACL reconstruction were included in the study sample. Exclusion criteria were revisions, fractures, chronic cases, and multiple ligament injuries, with the exception of medial collateral ligament (MCL) injuries. The patients were divided into groups based on the presence of lateral meniscus and root tears by arthroscopy. Binary logistic regression was used to analyze risk factors including age, sex, body mass index (BMI), injury mechanism (contact/non-contact), Segond fracture, side-to-side laxity, location of bone contusion, medial and lateral tibial and meniscal slope, mechanical axis angle, and grade of pivot shift. RESULTS Overall lateral meniscus (LM) tears were identified in 97 patients (42.9%), and LM root tears were found in 22 patients (9.7%). The risk of an LM tear in ACL-injured knees increased with bone contusion on LTP (odds ratio [OR], 3.5; 95% confidence interval [CI] 1.419-8.634; P = 0.007), steeper lateral tibial slope (OR, 1.133; 95% CI 1.003-1.28; P = 0.045), MCL injury (OR, 2.618; 95% CI 1.444-4.746; P = 0.002), and non-contact injury mechanism (OR, 3.132; 95% CI 1.446-6.785; P = 0.004) in logistic regression analysis. The risk of LM root tear in ACL-injured knees increased with high-grade pivot shift (OR, 9.127; 95% CI 2.821-29.525; P = 0.000) and steeper lateral tibial slope (OR, 1.293; 95% CI 1.061-1.576; P = 0.011). CONCLUSION The increased risk of LM lesions in acute ACL-injured knees should be considered if significant risk factors including bone contusion on lateral compartments, MCL injury, and a steeper lateral tibial slope are present. Moreover, high-grade rotational injury with steeper lateral tibial slope are also significant risk factors for LM root tears, and therefore care should be taken by clinicians not to miss such lesions. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Seong Hwan Kim
- Department of Orthopedic Surgery, Hyundae General Hospital, Chung-Ang Univ., Namyangju-Si, Kyunggi-Do, Korea
- Department of Orthopedic Surgery, Chung-Ang University Hospital, 102, Heukseok-ro, Dongjak-gu, Seoul, Korea
| | - Jeung-Hwan Seo
- Department of Orthopaedic Surgery, Center for Joint Diseases and Rheumatism, Kyung Hee University Hospital at Gangdong, 892 Dongnam-ro, Gangdong-gu, Seoul, 134-727, Korea
| | - Dae-An Kim
- Department of Orthopaedic Surgery, Center for Joint Diseases and Rheumatism, Kyung Hee University Hospital at Gangdong, 892 Dongnam-ro, Gangdong-gu, Seoul, 134-727, Korea
| | - Joong-Won Lee
- Department of Orthopaedic Surgery, Center for Joint Diseases and Rheumatism, Kyung Hee University Hospital at Gangdong, 892 Dongnam-ro, Gangdong-gu, Seoul, 134-727, Korea
| | - Kang-Il Kim
- Department of Orthopaedic Surgery, Center for Joint Diseases and Rheumatism, Kyung Hee University Hospital at Gangdong, 892 Dongnam-ro, Gangdong-gu, Seoul, 134-727, Korea
| | - Sang Hak Lee
- Department of Orthopaedic Surgery, Center for Joint Diseases and Rheumatism, Kyung Hee University Hospital at Gangdong, 892 Dongnam-ro, Gangdong-gu, Seoul, 134-727, Korea.
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Felix ECR, Alonso AC, Brech GC, Fernandes TL, Almeida AMD, Luna NMS, Soares-Junior JM, Baracat EC, Hernandez AJ, Greve JMD. Is 12 months enough to reach function after athletes' ACL reconstruction: a prospective longitudinal study. Clinics (Sao Paulo) 2022; 77:100092. [PMID: 36087569 PMCID: PMC9464878 DOI: 10.1016/j.clinsp.2022.100092] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Revised: 06/11/2022] [Accepted: 07/12/2022] [Indexed: 11/28/2022] Open
Abstract
CONTEXT Anterior Cruciate Ligament (ACL) injury is disabling in several sports because it causes knee instability and functional deficit. Usually, surgical treatments produce the best functional outcomes, however, sometimes they are not always able to fully restore stability and function. OBJECTIVE The objective of this study was to evaluate postural balance, muscle strength, and functional performance of young athletes with an ACL injury before and after ACL reconstruction. DESIGN This was a longitudinal observational prospective study. METHOD 74 athletes, 60 men, and 14 women, aged between 16 and 45, divided into two groups: the Group-Lesion of ACL with 34 athletes (24.1 years) and the Group-Control with 40 athletes without ACL lesion (27.7 years old). All volunteers performed posturography, isokinetic dynamometry, and the Hop-Test. The ACL-Group was evaluated before and 12 months after the reconstruction and the control group was evaluated once. RESULTS The Postoperative ACL Group presented greater limb symmetry, 0.96 (± 0.12), than the preoperative ACL Group, 0.87 (± 0.17), p < 0.01 in the Hop-Test. In the posturography, the displacement area was smaller in the postoperative ACL Group, 19.85 (± 5.74), compared to the preoperative ACL Group, 24.20 (± 8.97), p < 0.01. In isokinetic dynamometry the torque peak was greater in the postoperative ACL Group, 0.91 (± 0.14), than in the preoperative ACL Group, 0.74 (± 0.15), p < 0.01. CONCLUSION The functional outcomes increased in ACL reconstruction athletes after 12 months, but not at the same level as in the Control Group. The result indicates an incomplete functional recovery, adaptive changes in postural control after injury, reconstruction, and return to sport.
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Affiliation(s)
- Ellen Cristina Rodrigues Felix
- Laboratory Study of Movement, Instituto de Ortopedia e Traumatologia do Hospital das Clínicas (IOT-HC) da Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, SP, Brazil.
| | - Angelica Castilho Alonso
- Laboratory Study of Movement, Instituto de Ortopedia e Traumatologia do Hospital das Clínicas (IOT-HC) da Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, SP, Brazil; Graduate Program in Aging Sciences from the Universidade São Judas Tadeu (USJT), Santos, SP, Brazil
| | - Guilherme Carlos Brech
- Laboratory Study of Movement, Instituto de Ortopedia e Traumatologia do Hospital das Clínicas (IOT-HC) da Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, SP, Brazil; Graduate Program in Aging Sciences from the Universidade São Judas Tadeu (USJT), Santos, SP, Brazil
| | - Tiago Lazzaretti Fernandes
- Laboratory Study of Movement, Instituto de Ortopedia e Traumatologia do Hospital das Clínicas (IOT-HC) da Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, SP, Brazil; Sports Medicine Division, Institute of Orthopaedics and Traumatology, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo; FIFA Medical Centre of Excellence, São Paulo, SP, Brazil
| | - Adriano Marques de Almeida
- Laboratory Study of Movement, Instituto de Ortopedia e Traumatologia do Hospital das Clínicas (IOT-HC) da Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, SP, Brazil; Sports Medicine Division, Institute of Orthopaedics and Traumatology, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo; FIFA Medical Centre of Excellence, São Paulo, SP, Brazil
| | - Natália Mariana Silva Luna
- Laboratory Study of Movement, Instituto de Ortopedia e Traumatologia do Hospital das Clínicas (IOT-HC) da Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, SP, Brazil
| | - Jose Maria Soares-Junior
- Disciplina de Ginecologia, Departamento de Obstetrícia e Ginecologia, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, SP, Brazil
| | - Edmund Chada Baracat
- Disciplina de Ginecologia, Departamento de Obstetrícia e Ginecologia, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, SP, Brazil
| | - Arnaldo José Hernandez
- Laboratory Study of Movement, Instituto de Ortopedia e Traumatologia do Hospital das Clínicas (IOT-HC) da Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, SP, Brazil; Sports Medicine Division, Institute of Orthopaedics and Traumatology, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo; FIFA Medical Centre of Excellence, São Paulo, SP, Brazil
| | - Júlia Maria D'Andrea Greve
- Laboratory Study of Movement, Instituto de Ortopedia e Traumatologia do Hospital das Clínicas (IOT-HC) da Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, SP, Brazil
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13
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Sánchez Romero EA, Lim T, Alonso Pérez JL, Castaldo M, Martínez Lozano P, Villafañe JH. Identifying Clinical and MRI Characteristics Associated with Quality of Life in Patients with Anterior Cruciate Ligament Injury: Prognostic Factors for Long-Term. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:12845. [PMID: 34886570 PMCID: PMC8657193 DOI: 10.3390/ijerph182312845] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Revised: 11/23/2021] [Accepted: 12/01/2021] [Indexed: 11/16/2022]
Abstract
BACKGROUND Associated lesions in the diagnostic MRI may be related to worse long-term subjective outcomes. There is a lack of conclusive information about the long-term outcomes of associated injuries in anterior cruciate ligament (ACL) tears. The purpose of this study is to assess the long-term effects of associated injuries in ACL tears measured by means of a quality of life (QOL) assessment. METHODS A retrospective cohort study of 225 consecutive patients admitted for physical therapy with ACL injury (42 ± 12 years, 28.2% female) were conducted. All demographic and clinical variables were used to measure a QOL. Univariate and multivariable analyses were completed. RESULTS The mean follow-up period was 8.4 ± 2.6 years. In univariate analysis, male gender, and sports as the cause of the ACL lesion were factors significantly associated with improved International Knee Documentation Committee (IKDC) scores at the end of follow-up (all p < 0.002). In multivariable analysis, the occurrence of bone contusion was positively associated with injury (OR = 2.12) and negatively associated with sports injury (OR = 0.44) and medial collateral ligament (MCL) injury (OR = 0.48). CONCLUSIONS After ACL injury, male gender and sports injury were associated with better clinical outcomes.
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Affiliation(s)
- Eleuterio A. Sánchez Romero
- Musculoskeletal Pain and Motor Control Research Group, Faculty of Sport Sciences, Universidad Europea de Madrid, Villaviciosa de Odón, 28670 Madrid, Spain; (T.L.); (J.L.A.P.); (P.M.L.)
- Department of Physiotherapy, Faculty of Sport Sciences, Universidad Europea de Madrid, Villaviciosa de Odón, 28670 Madrid, Spain
- Musculoskeletal Pain and Motor Control Research Group, Faculty of Health Sciences, Universidad Europea de Canarias, La Orotava, Tenerife, 38300 Canary Islands, Spain
- Department of Physiotherapy, Faculty of Health Sciences, Universidad Europea de Canarias, La Orotava, Tenerife, 38300 Canary Islands, Spain
| | - Tifanny Lim
- Musculoskeletal Pain and Motor Control Research Group, Faculty of Sport Sciences, Universidad Europea de Madrid, Villaviciosa de Odón, 28670 Madrid, Spain; (T.L.); (J.L.A.P.); (P.M.L.)
- Musculoskeletal Pain and Motor Control Research Group, Faculty of Health Sciences, Universidad Europea de Canarias, La Orotava, Tenerife, 38300 Canary Islands, Spain
| | - José Luis Alonso Pérez
- Musculoskeletal Pain and Motor Control Research Group, Faculty of Sport Sciences, Universidad Europea de Madrid, Villaviciosa de Odón, 28670 Madrid, Spain; (T.L.); (J.L.A.P.); (P.M.L.)
- Department of Physiotherapy, Faculty of Sport Sciences, Universidad Europea de Madrid, Villaviciosa de Odón, 28670 Madrid, Spain
- Musculoskeletal Pain and Motor Control Research Group, Faculty of Health Sciences, Universidad Europea de Canarias, La Orotava, Tenerife, 38300 Canary Islands, Spain
- Department of Physiotherapy, Faculty of Health Sciences, Universidad Europea de Canarias, La Orotava, Tenerife, 38300 Canary Islands, Spain
- Onelifecenter, Multidisciplinary Pain Treatment Center, 28925 Madrid, Spain
| | - Matteo Castaldo
- Center for Neuroplasticity and Pain (CNAP), Center for Sensory-Motor Interaction (SMI), Department of Health Science and Technology, Faculty of Medicine, Aalborg University, 9220 Aalborg, Denmark;
- Sport Physiotherapy, University of Siena, 53100 Siena, Italy
| | - Pedro Martínez Lozano
- Musculoskeletal Pain and Motor Control Research Group, Faculty of Sport Sciences, Universidad Europea de Madrid, Villaviciosa de Odón, 28670 Madrid, Spain; (T.L.); (J.L.A.P.); (P.M.L.)
- Department of Physiotherapy, Faculty of Sport Sciences, Universidad Europea de Madrid, Villaviciosa de Odón, 28670 Madrid, Spain
| | - Jorge Hugo Villafañe
- Instituto di Ricovero e Cura a Carettere Scientifico (IRCCS) Fondazione Don Carlo Gnocchi, 20141 Milan, Italy
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Tamimi I, Ballesteros J, Lara AP, Tat J, Alaqueel M, Schupbach J, Marwan Y, Urdiales C, Gomez-de-Gabriel JM, Burman M, Martineau PA. A Prediction Model for Primary Anterior Cruciate Ligament Injury Using Artificial Intelligence. Orthop J Sports Med 2021; 9:23259671211027543. [PMID: 34568504 PMCID: PMC8461131 DOI: 10.1177/23259671211027543] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Accepted: 03/02/2021] [Indexed: 11/17/2022] Open
Abstract
Background Supervised machine learning models in artificial intelligence (AI) have been increasingly used to predict different types of events. However, their use in orthopaedic surgery has been limited. Hypothesis It was hypothesized that supervised learning techniques could be used to build a mathematical model to predict primary anterior cruciate ligament (ACL) injuries using a set of morphological features of the knee. Study Design Cross-sectional study; Level of evidence, 3. Methods Included were 50 adults who had undergone primary ACL reconstruction between 2008 and 2015. All patients were between 18 and 40 years of age at the time of surgery. Patients with a previous ACL injury, multiligament knee injury, previous ACL reconstruction, history of ACL revision surgery, complete meniscectomy, infection, missing data, and associated fracture were excluded. We also identified 50 sex-matched controls who had not sustained an ACL injury. For all participants, we used the preoperative magnetic resonance images to measure the anteroposterior lengths of the medial and lateral tibial plateaus as well as the lateral and medial bone slope (LBS and MBS), lateral and medial meniscal height (LMH and MMH), and lateral and medial meniscal slope (LMS and MMS). The AI predictor was created using Matlab R2019b. A Gaussian naïve Bayes model was selected to create the predictor. Results Patients in the ACL injury group had a significantly increased posterior LBS (7.0° ± 4.7° vs 3.9° ± 5.4°; P = .008) and LMS (-1.7° ± 4.8° vs -4.0° ± 4.2°; P = .002) and a lower MMH (5.5 ± 0.1 vs 6.1 ± 0.1 mm; P = .006) and LMH (6.9 ± 0.1 vs 7.6 ± 0.1 mm; P = .001). The AI model selected LBS and MBS as the best possible predictive combination, achieving 70% validation accuracy and 92% testing accuracy. Conclusion A prediction model for primary ACL injury, created using machine learning techniques, achieved a >90% testing accuracy. Compared with patients who did not sustain an ACL injury, patients with torn ACLs had an increased posterior LBS and LMS and a lower MMH and LMH.
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Affiliation(s)
- Iskandar Tamimi
- Knee Division, Hospital Regional Universitario de Málaga, Málaga, Spain
| | | | - Almudena Perez Lara
- Department of Radiology, Hospital Regional Universitario de Málaga, Málaga, Spain
| | - Jimmy Tat
- Department of Surgery, Division of Orthopaedic Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Motaz Alaqueel
- Division of Orthopaedic Surgery, McGill University Health Centre, Montreal, Canada
| | - Justin Schupbach
- Division of Orthopaedic Surgery, McGill University Health Centre, Montreal, Canada
| | - Yousef Marwan
- Division of Orthopaedic Surgery, McGill University Health Centre, Montreal, Canada
| | - Cristina Urdiales
- Electronics Technology Department, Escuela de Ingeniería Telecomunicación, University of Malaga, Málaga, Spain
| | | | - Mark Burman
- Division of Orthopaedic Surgery, McGill University Health Centre, Montreal, Canada
| | - Paul Andre Martineau
- Division of Orthopaedic Surgery, McGill University Health Centre, Montreal, Canada
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Ward P, Chang P, Radtke L, Brophy RH. Clinical Implications of Bone Bruise Patterns Accompanying Anterior Cruciate Ligament Tears. Sports Health 2021; 14:585-591. [PMID: 34231443 DOI: 10.1177/19417381211029583] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND Anterior cruciate ligament (ACL) tears are common injuries; they are often associated with concomitant injuries to other structures in the knee, including bone bruises. While there is limited evidence that bone bruises are associated with slightly worse clinical outcomes, the implications of bone bruises for the articular cartilage and the risk of developing osteoarthritis (OA) in the knee are less clear. Recent studies suggest that the bone bruise pattern may be helpful in predicting the presence of meniscal ramp lesions. EVIDENCE ACQUISITION A literature review was performed in EMBASE using the keyword search phrase (acl OR (anterior AND cruciate AND ligament)) AND ((bone AND bruise) OR (bone AND contusion) OR (bone AND marrow AND edema) OR (bone AND marrow AND lesion) OR (subchondral AND edema)). STUDY DESIGN Clinical review. LEVEL OF EVIDENCE Level 4. RESULTS The literature search returned 93 articles of which 25 were ultimately included in this review. Most studies identified a high prevalence of bone bruises in the setting of acute ACL injury. Individual studies have found relationships between bone bruise volume and functional outcomes; however, these results were not supported by systematic review. Similarly, the literature has contradictory findings on the relationship between bone bruises and the progression of OA after ACL reconstruction. Investigations into concomitant injury found anterolateral ligament and meniscal ramp lesions to be associated with bone bruise presence on magnetic resonance imaging. CONCLUSION Despite the ample literature identifying the prevalence of bone bruises in association with ACL injury, there is little evidence to correlate bone bruises to functional outcomes or progression of OA. Bone bruises may best be used as a marker for concomitant injury such as medial meniscal ramp lesions that are not always well visualized on magnetic resonance imaging. Further research is required to establish the longitudinal effects of bone bruises on ACL tear recovery. STRENGTH OF RECOMMENDATION TAXONOMY 2.
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Affiliation(s)
- Patrick Ward
- Washington University School of Medicine, St Louis, Missouri
| | - Peter Chang
- Department of Orthopaedic Surgery, Washington University School of Medicine, St Louis, Missouri
| | - Logan Radtke
- University of South Dakota Sanford School of Medicine, Sioux Falls, South Dakota
| | - Robert H Brophy
- Department of Orthopaedic Surgery, Washington University School of Medicine, St Louis, Missouri
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