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Portillo-Ortíz NK, Sigala-González LR, Ramos-Moctezuma IR, Bermúdez Bencomo BL, Gomez Salgado BA, Ovalle Arias FC, Leal-Berumen I, Berumen-Nafarrate E. Standardizing and Classifying Anterior Cruciate Ligament Injuries: An International Multicenter Study Using a Mobile Application. Diagnostics (Basel) 2024; 15:19. [PMID: 39795547 PMCID: PMC11719795 DOI: 10.3390/diagnostics15010019] [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: 10/21/2024] [Revised: 12/07/2024] [Accepted: 12/18/2024] [Indexed: 01/13/2025] Open
Abstract
Background/Objectives: This international multicenter study aimed to assess the effectiveness of the Pivot-Shift Meter (PSM) mobile application in diagnosing and classifying anterior cruciate ligament (ACL) injuries, emphasizing the need for standardization to improve diagnostic precision and treatment outcomes. Methods: ACL evaluations were conducted by eight experienced orthopedic surgeons across five Latin American countries (Bolivia, Chile, Colombia, Ecuador, and Mexico). The PSM app utilized smartphone gyroscopes and accelerometers to standardize the pivot-shift test. Data analysis from 224 control tests and 399 standardized tests included non-parametric statistical methods, such as the Mann-Whitney U test for group comparisons and chi-square tests for categorical associations, alongside neural network modeling for injury grade classification. Results: Statistical analysis demonstrated significant differences between standardized and control tests, confirming the effectiveness of the standardization. The neural network model achieved high classification accuracy (94.7%), with precision, recall, and F1 scores exceeding 90%. Receiver Operating Characteristic (ROC) analysis yielded an area under the curve of 0.80, indicating reliable diagnostic accuracy. Conclusions: The PSM mobile application, combined with standardized pivot-shift techniques, is a reliable tool for diagnosing and classifying ACL injuries. Its high performance in predicting injury grades makes it a valuable addition to clinical practice for enhancing diagnostic precision and informing treatment planning.
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Affiliation(s)
- Nadia Karina Portillo-Ortíz
- Faculty of Medicine and Biomedical Sciences, Universidad Autónoma de Chihuahua (UACH), Chihuahua 31125, Mexico; (N.K.P.-O.); (L.R.S.-G.); (I.R.R.-M.); (B.L.B.B.); (B.A.G.S.); (F.C.O.A.); (I.L.-B.)
| | - Luis Raúl Sigala-González
- Faculty of Medicine and Biomedical Sciences, Universidad Autónoma de Chihuahua (UACH), Chihuahua 31125, Mexico; (N.K.P.-O.); (L.R.S.-G.); (I.R.R.-M.); (B.L.B.B.); (B.A.G.S.); (F.C.O.A.); (I.L.-B.)
| | - Iván René Ramos-Moctezuma
- Faculty of Medicine and Biomedical Sciences, Universidad Autónoma de Chihuahua (UACH), Chihuahua 31125, Mexico; (N.K.P.-O.); (L.R.S.-G.); (I.R.R.-M.); (B.L.B.B.); (B.A.G.S.); (F.C.O.A.); (I.L.-B.)
| | - Brenda Lizeth Bermúdez Bencomo
- Faculty of Medicine and Biomedical Sciences, Universidad Autónoma de Chihuahua (UACH), Chihuahua 31125, Mexico; (N.K.P.-O.); (L.R.S.-G.); (I.R.R.-M.); (B.L.B.B.); (B.A.G.S.); (F.C.O.A.); (I.L.-B.)
| | - Brissa Aylin Gomez Salgado
- Faculty of Medicine and Biomedical Sciences, Universidad Autónoma de Chihuahua (UACH), Chihuahua 31125, Mexico; (N.K.P.-O.); (L.R.S.-G.); (I.R.R.-M.); (B.L.B.B.); (B.A.G.S.); (F.C.O.A.); (I.L.-B.)
| | - Fátima Cristal Ovalle Arias
- Faculty of Medicine and Biomedical Sciences, Universidad Autónoma de Chihuahua (UACH), Chihuahua 31125, Mexico; (N.K.P.-O.); (L.R.S.-G.); (I.R.R.-M.); (B.L.B.B.); (B.A.G.S.); (F.C.O.A.); (I.L.-B.)
| | - Irene Leal-Berumen
- Faculty of Medicine and Biomedical Sciences, Universidad Autónoma de Chihuahua (UACH), Chihuahua 31125, Mexico; (N.K.P.-O.); (L.R.S.-G.); (I.R.R.-M.); (B.L.B.B.); (B.A.G.S.); (F.C.O.A.); (I.L.-B.)
| | - Edmundo Berumen-Nafarrate
- Star Medica Chihuahua Hospital, Perif. de la Juventud 6103, Fracc. El Saucito, Chihuahua 31110, Mexico
- Faculty of Medicine and Biomedical Sciences, Universidad Autónoma de Chihuahua (UACH), Calle de la Llave #1419 consultorio 9, Colonia Santa Rita, Chihuahua 31020, Mexico
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Yang Y, Zheng B, Zhang M, Lin X, Zhang W, Han D, Chen H, Zhou X. The angle of the lower portion of the posterior cruciate ligament assists in the diagnosis of partial anterior cruciate ligament tears. Knee Surg Sports Traumatol Arthrosc 2024; 32:3015-3022. [PMID: 38989785 DOI: 10.1002/ksa.12346] [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: 02/15/2024] [Revised: 05/03/2024] [Accepted: 06/17/2024] [Indexed: 07/12/2024]
Abstract
PURPOSE To compare the difference of angle of the lower portion of the posterior cruciate ligament (PCL) measured via magnetic resonance imaging (MRI) in patients with and without partial anterior cruciate ligament (ACL) tears and to investigate the effectiveness of the angle of the lower portion of the PCL in diagnosing partial ACL tears. METHODS From January 2022 to December 2022, a cohort of consecutive patients presenting with ACL tears who underwent ACL reconstruction and patients with isolated meniscus tears undergoing arthroscopic surgery were enroled for this study. The angle of the inferior portion of the PCL comprises α and β angles, and the posterior offset of the lateral condyle were measured on the MRI and compared between the partial ACL tear and control groups. Receiver operating characteristic curves, the areas under the curve (AUCs) and the 95% confidence intervals (CIs) were calculated to identify cutoff values for diagnosing partial ACL injuries. RESULTS Following an assessment of cohort eligibility and matching for age and sex, 100 patients were included in this study. The mean age of the cohort was 46.1 ± 10.3 years. The AUC for the α angle was 0.88 (95% CI, 0.82-0.94), with a sensitivity of 0.74 and specificity of 0.84 for predicting partial ACL ruptures; the α angle cutoff value was 73.6° (diagnostic odds ratio (OR), 14.10; 95% CI, 5.33-37.28). The AUC for the β angle was 0.86 (95% CI, 0.79-0.93), with a sensitivity of 0.64 and a specificity of 0.92 for predicting partial ACL ruptures; the β angle cutoff value was 73.3° (diagnostic OR, 14.54; 95% CI, 5.76-36.68). CONCLUSIONS A small α angle and a large β angle were associated with partial ACL tears. The angle of the distal portion of the PCL was simple to measure and reproducible, enhancing the diagnosis of partial ACL tears. LEVEL OF EVIDENCE Level III.
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Affiliation(s)
- Yang Yang
- Department of Orthopedics, Taizhou Hospital of Zhejiang Province, Affiliated to Wenzhou Medical University, Linhai City, Zhejiang, China
- Department of Medical Education, Taizhou Hospital of Zhejiang Province, Affiliated to Wenzhou Medical University, Linhai City, Zhejiang, China
| | - Binbin Zheng
- Department of Orthopedics, Taizhou Hospital of Zhejiang Province, Affiliated to Wenzhou Medical University, Linhai City, Zhejiang, China
| | - Mengqin Zhang
- Department of Critical Care Medicine, Taizhou Hospital of Zhejiang Province, Affiliated to Wenzhou Medical University, Linhai City, Zhejiang, China
| | - Xiaofang Lin
- Department of Orthopedics, Taizhou Hospital of Zhejiang Province, Affiliated to Wenzhou Medical University, Linhai City, Zhejiang, China
| | - Wei Zhang
- Department of Orthopedics, Taizhou Hospital of Zhejiang Province, Affiliated to Wenzhou Medical University, Linhai City, Zhejiang, China
| | - Dawei Han
- Department of Orthopedics, Taizhou Hospital of Zhejiang Province, Affiliated to Wenzhou Medical University, Linhai City, Zhejiang, China
| | - Haixiao Chen
- Department of Orthopedics, Taizhou Hospital of Zhejiang Province, Affiliated to Wenzhou Medical University, Linhai City, Zhejiang, China
| | - Xiaobo Zhou
- Department of Orthopedics, Taizhou Hospital of Zhejiang Province, Affiliated to Wenzhou Medical University, Linhai City, Zhejiang, China
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Tokgoz MA, Oklaz EB, Ak O, Guler Oklaz EB, Ataoglu MB, Kanatli U. The potential of posterior cruciate ligament buckling phenomenon as a sign for partial anterior cruciate ligament tears. Arch Orthop Trauma Surg 2024; 144:2181-2187. [PMID: 38492061 PMCID: PMC11093845 DOI: 10.1007/s00402-024-05270-0] [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: 09/12/2023] [Accepted: 03/03/2024] [Indexed: 03/18/2024]
Abstract
INTRODUCTION Diagnosis of a partial tear of the anterior cruciate ligament (ACL) can be challenging with physical examination and imaging techniques. Although magnetic resonance imaging (MRI) has high sensitivity and specificity for diagnosing complete ACL tears, its effectiveness may be limited when it is used to diagnose for partial tears. The hypothesis of the present study is that the posterior cruciate ligament (PCL) buckling phenomenon, which is a secondary sign of complete ACL tears on MRI, may be a useful method for diagnosing partial ACL tears. MATERIALS AND METHODS The data of 239 patients who underwent knee arthroscopy in a single institution between 2016 and 2022 were analyzed retrospectively. Patients were divided into three groups based on the condition of their ligaments: partial tears, complete tears and intact ligaments. To evaluate the buckling phenomenon on sagittal T2-weighted MRI, measurements of the posterior cruciate ligament angle (PCLA) and the posterior cruciate ligament-posterior cortex angle (PCL-PCA) were conducted in each group. Subsequently, the ability of these two measurement methods to distinguish partial tears from the other groups was assessed. RESULTS Both methods provided significantly different results in all three groups. Partial tears could be distinguished from intact ligaments with 86.8% sensitivity, 89.9% specificity when PCLA < 123.13° and 94.5% sensitivity, 93.2% specificity when PCL-PCA < 23.77°. Partial tears could be distinguished from complete tears with 79.5% sensitivity, 78.4% specificity when PCLA > 113.88° and with 86.1% sensitivity, 85.3% specificity when PCL-PCA > 16.39°. CONCLUSION The main finding of the present study is that the PCLA and PCL-PCA methods are useful on MRI for diagnosing partial ACL tears. PCLA value between 113°-123° and PCL-PCA value between 16°-24° could indicate a partial ACL tear. With these methods, it is possible to distinguish partial tears from healthy knees and reduce missed diagnoses. In addition, the differentiation of partial and complete tears by these methods may prevent unnecessary surgical interventions. LEVEL OF EVIDENCE Level III.
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Affiliation(s)
- Mehmet Ali Tokgoz
- Department of Orthopaedics and Traumatology, Gazi University Faculty of Medicine, Emniyet Mahallesi, Mevlana Bulvarı No: 29 Yenimahalle, Ankara, Turkey
| | - Ethem Burak Oklaz
- Department of Orthopaedics and Traumatology, Gazi University Faculty of Medicine, Emniyet Mahallesi, Mevlana Bulvarı No: 29 Yenimahalle, Ankara, Turkey.
| | - Oguzhan Ak
- Department of Orthopaedics and Traumatology, Gazi University Faculty of Medicine, Emniyet Mahallesi, Mevlana Bulvarı No: 29 Yenimahalle, Ankara, Turkey
| | | | - Muhammet Baybars Ataoglu
- Department of Orthopaedics and Traumatology, Gazi University Faculty of Medicine, Emniyet Mahallesi, Mevlana Bulvarı No: 29 Yenimahalle, Ankara, Turkey
| | - Ulunay Kanatli
- Department of Orthopaedics and Traumatology, Gazi University Faculty of Medicine, Emniyet Mahallesi, Mevlana Bulvarı No: 29 Yenimahalle, Ankara, Turkey
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Three-Dimensional Reconstruction Algorithm-Based Magnetic Resonance Imaging Evaluation of Biomechanical Changes in Articular Cartilage in Patients after Anterior Cruciate Ligament Reconstruction. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2022; 2022:8256450. [PMID: 35330602 PMCID: PMC8940546 DOI: 10.1155/2022/8256450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Revised: 01/27/2022] [Accepted: 02/02/2022] [Indexed: 11/17/2022]
Abstract
This study aimed to investigate the evaluation of biomechanical changes in articular cartilage in patients after anterior cruciate ligament (ACL) reconstruction by magnetic resonance imaging (MRI) based on a three-dimensional (3D) finite element model. The data of 90 patients undergoing arthroscopic ACL reconstruction in the hospital were collected and divided into the stable group (54 cases) and the unstable group (36 cases). A load of up to 134N was applied to the 3D finite element model, and the kinematics of knee flexion at 0°, 30°, 60°, and 90° were examined. The tibial anteversion, tibial rotation, and ACL/graft tension were recorded in the 3D finite element model, which was randomly divided into the normal group (intact group, n = 30), the ACL rupture group (deficient group, n = 30), and the anatomical reconstruction group (anatomical group, n = 30). When the graft was fixed at 0°, the anterior tibial translation at 30°, 60°, and 90° in the anatomic group was 8-19% higher than the normal value under 134 N anterior load. The tibial internal rotation in the anatomic group was 18% and 28% higher than the normal value at 30° and 90°. When the graft was fixed at 30°, the anterior tibial translation at 60° and 90° of the anatomic group was 15% higher than the normal value. The tibial internal rotation at 90° of the anatomic group was 16% higher than the normal value, and the above differences had statistical significance (P < 0.05). MRI images were used to assess the bone tunnel angle, and the statistical analysis by the independent-samples t-test showed that there were significant differences in the bone tunnel angle between the stable group and the unstable group (P < 0.05). Currently, based on the 3D finite element model, MRI can accurately evaluate the postoperative effect of anatomical ACL reconstruction in the position, diameter, and angle of tibial and femoral bone tunnels, which can be applied to clinical promotion.
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Xu Z, Chen Y, Zhu J, Zhang L, Wu P. Comparison of the Use of Magnetic Resonance Imaging of Partial Anterior Cruciate Ligament Tears Using Maximum Knee Flexion in the Lateral Decubitus Position with Routine Knee Positioning. Med Sci Monit 2021; 27:e932228. [PMID: 34593750 PMCID: PMC8491558 DOI: 10.12659/msm.932228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
Background This study assessed magnetic resonance imaging (MRI) of acute and chronic partial anterior cruciate ligament (ACL) tears using maximum knee flexion in the lateral decubitus position compared with routine knee positioning in 204 patients at a single center. Material/Methods Based on the time interval from injury to MRI examination, the 204 patients in this study were divided into 3 groups: subacute (6 weeks to 3 months), intermediate (3 months to 1 year), and chronic (>1 year). All patients received both routine MRI (MRI R) and maximum knee flexion in the lateral decubitus position MRI (MRI S) examination, followed by knee arthroscopy. Three radiologists blinded to patient groups evaluated the MRI scans and made a diagnosis. Results of knee arthroscopy were referenced as the criterion standard. The sensitivity and specificity of MRI R and MRI S groups were calculated and compared. Results The MRI S diagnostic rate was comparable to that of knee arthroscopy. MRI S had significantly higher sensitivity than MRI R for partial ACL tears, especially in the intermediate group (P<0.01). Conclusions MRI of partial ACL tears using maximum knee flexion in the lateral decubitus position improved the diagnostic rate relative to routine MRI examination, particularly in patients in the intermediate group.
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Affiliation(s)
- Zijun Xu
- Department of Radiology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China (mainland)
| | - Yichao Chen
- Department of Orthopedics, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China (mainland)
| | - Jianghua Zhu
- Department of Equipment, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China (mainland)
| | - Lin Zhang
- Department of Radiology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China (mainland)
| | - Peng Wu
- Department of Orthopeadics, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China (mainland)
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Zhu H. Should we restart comparing clinical and MRI diagnosis of ACL tears. Int J Surg 2019; 68:174. [PMID: 31323342 DOI: 10.1016/j.ijsu.2019.07.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
- Hongyi Zhu
- Department of Orthopaedic Surgery, Shanghai Jiaotong University Affiliated Sixth People's Hospital, Shanghai, 200233, China.
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