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Annibaldi A, Monaco E, Carrozzo A, Caiolo V, Criseo N, Cantagalli MR, Ferretti A, Maffulli N. Return to Soccer After Acute Anterior Cruciate Ligament Primary Repair: A 2-Year Minimum Follow-up Study of 50 Amateur Players. Am J Sports Med 2024; 52:2237-2243. [PMID: 38868946 DOI: 10.1177/03635465241256099] [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] [Indexed: 06/14/2024]
Abstract
BACKGROUND Return to sport (RTS) after treatment of an anterior cruciate ligament (ACL) tear is a critical parameter to assess the outcome of a surgical procedure. However, few studies have investigated RTS after ACL repair. PURPOSE To evaluate RTS of a group of amateur soccer players at a minimum follow-up of 2 years after ACL repair. STUDY DESIGN Case series; Level of evidence, 4. METHODS A retrospective review of all patients treated with acute ACL repair was conducted. A total of 50 amateur soccer players were included in the study. Patients were examined clinically or contacted to complete postoperative patient-reported outcome measures, namely the Knee injury and Osteoarthritis Outcome Score, the International Knee Documentation Committee questionnaire, the ACL-Return to Sport After Injury scale, and the Forgotten Joint Score-12. RESULTS The patients' mean age was 25.8 ± 7.7 years (range, 14-47 years), and the mean follow-up was 34.3 ± 10.7 months (range, 24-51.3 months). The median Tegner Activity Scale score was 9. The ACL repair failure rate was 16% (8/50). The mean time from repair to failure was 23.1 ± 12.7 months (range, 6-44 months), and the mean age of patients who sustained ACL repair failure was 19.9 ± 3.3 years (range, 14-24 years), significantly lower compared with patients who did not experience ACL repair failure (26.9 ± 7.9 years; range, 16-47 years; P = .017). Multivariate analysis showed that age ≤21 years was the only significant risk factor for ACL repair failure (odds ratio, 5.45; confidence interval, 1.24-27.91; P = .041). Excluding the 8 patients who experienced repair failure, 31 of 42 patients (73.8%) returned to soccer after ACL repair, with 29 of the 31 (93.5%) returning at their preinjury level of play. Moreover, patients who played competitive soccer and returned to their preinjury level of play were significantly younger than those who did not return to their preinjury level of play (mean, 21.1 ± 3.4 vs 29.2 ± 9.5 years, respectively; P = .002) and had significantly better ACL-Return to Sport After Injury scores (mean, 96.6 ± 4 vs 87.8 ± 11, respectively; P = .044). CONCLUSION In this study, 73.8% (n = 31) of patients returned to playing soccer, of whom 93.5% (n = 29) returned to their preinjury level after ACL repair. The failure rate was 16% (n = 8) and mainly involved patients ≤21 years old.
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Affiliation(s)
- Alessandro Annibaldi
- Institute of Sports Medicine and Science, Italian National Olympic Committee CONI, Rome, Italy
- Department of Orthopaedic Surgery and Traumatology, AOU Sant'Andrea, La Sapienza University of Rome, Rome, Italy
| | - Edoardo Monaco
- Department of Orthopaedic Surgery and Traumatology, AOU Sant'Andrea, La Sapienza University of Rome, Rome, Italy
| | - Alessandro Carrozzo
- Institute of Sports Medicine and Science, Italian National Olympic Committee CONI, Rome, Italy
- Department of Orthopaedic Surgery and Traumatology, AOU Sant'Andrea, La Sapienza University of Rome, Rome, Italy
| | - Vito Caiolo
- Department of Orthopaedic Surgery and Traumatology, AOU Sant'Andrea, La Sapienza University of Rome, Rome, Italy
| | - Natale Criseo
- Department of Orthopaedic Surgery and Traumatology, AOU Sant'Andrea, La Sapienza University of Rome, Rome, Italy
| | - Matteo Romano Cantagalli
- Department of Orthopaedic Surgery and Traumatology, AOU Sant'Andrea, La Sapienza University of Rome, Rome, Italy
| | - Andrea Ferretti
- Institute of Sports Medicine and Science, Italian National Olympic Committee CONI, Rome, Italy
| | - Nicola Maffulli
- Department of Orthopaedic Surgery and Traumatology, AOU Sant'Andrea, La Sapienza University of Rome, Rome, Italy
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Sherman SL, Raji Y, Calcei JG, Sherman MF. Anterior Cruciate Ligament Repair-Here to Stay or History Repeating Itself? Clin Sports Med 2024; 43:433-448. [PMID: 38811120 DOI: 10.1016/j.csm.2023.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/31/2024]
Abstract
Anterior cruciate ligament (ACL) injuries continue to be a prevalent concern among athletes and individuals with an active lifestyle. Traditionally, the standard of care for ACL tears has involved surgical reconstruction using autograft or allograft. This article aims to provide an overview of the evolving landscape of primary ACL repair, examining the current evidence, surgical techniques, patient selection criteria, outcomes, and potential future directions in this field.
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Affiliation(s)
- Seth L Sherman
- Department of Orthopaedic Surgery, Stanford University School of Medicine, 450 Broadway, MC 6342, Pavilion C, Redwood City, CA 94063, USA.
| | - Yazdan Raji
- Department of Orthopaedic Surgery, Stanford University School of Medicine, 450 Broadway, MC 6342, Pavilion C, Redwood City, CA 94063, USA
| | - Jacob G Calcei
- University Hospitals Drusinsky Sports Medicine Institute, Case Western Reserve University School of Medicine, 11100 Euclid Avenue, Hanna House 6th Floor, Cleveland, OH 44106, USA
| | - Mark F Sherman
- Richmond University Medical Center, 2052 Richmond Road, Staten Island, NY 10306, USA
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Maduka GC, Jakusonoka R, Maduka DC, Yusuf N. Conservative Management of Acute Lateral Ligaments of the Ankle Injuries: An Analytical Literature Review. Cureus 2023; 15:e47709. [PMID: 37965420 PMCID: PMC10641652 DOI: 10.7759/cureus.47709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/26/2023] [Indexed: 11/16/2023] Open
Abstract
Injuries to the lateral ligaments of the ankle are among the most frequent sporting injuries. These injuries constitute a significant portion of all sports-related injuries. Nearly all cases involve damage to either the anterior talofibular ligament (ATFL) or the calcaneofibular ligament (CFL). While they are generally considered to be mild injuries, without adequate rehabilitation and treatment, these injuries often result in lingering symptoms for many patients for a period ranging from 6 weeks to 18 months. Subsequently, this analysis seeks to assess the non-surgical, conservative approaches currently employed in managing lateral ligament injuries of the ankle. Therefore, this assessment explores the variations and effectiveness of conservative treatment approaches based on the injury's severity and the mechanisms of trauma. The study conducted an analytical literature review that relied on diverse sources, including orthopedic books, e-books, articles, journals, and internet databases, to accomplish this. The main sources were obtained from reputable databases such as UpToDate, NCBI, and PubMed. Collectively, these sources provide definitions, outlines, evaluations, and discussions related to the topic. As such, they facilitated the formulation of an informed conclusion on the approach to treating lateral ligament injuries of the ankle complex. The reviewed literature shows that early and effective initial treatment involving pain management, prompt resumption of weight-bearing activities, limited immobilisation, and targeted physical therapy yields favorable outcomes for minor-grade sprains and is an effective preventive measure against recurrent injuries. Accordingly, athletes who experience regular ankle sprains should consider prophylactic bracing or taping to lower the risk of re-injury while enhancing their functionality. Notably, the existing functional and conservative management methods demonstrate and yield positive post-treatment outcomes. Nonetheless, the efficiency and effectiveness of these treatments depend on the specific nature of the injury and the unique traits of the individuals who sustain it. Consequently, these factors must be considered for when determining the appropriate treatment approach.
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Affiliation(s)
- Godsfavour C Maduka
- Trauma and Orthopaedics, Lister Hospital, East & North Herts National Health Service (NHS) Trust, Stevenage, GBR
| | | | - Divinegrace C Maduka
- Major Trauma, Queens Medical Centre-Nottingham University Hospitals National Health Service (NHS) Trust, Nottingham, GBR
| | - Naeem Yusuf
- Plastic Surgery, Lister Hospital, East & North Herts National Health Service (NHS) Trust, Stevenage, GBR
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Han M, Singh M, Karimi D, Kim JY, Flannery SW, Ecklund K, Murray MM, Fleming BC, Gholipour A, Kiapour AM. LigaNET: A multi-modal deep learning approach to predict the risk of subsequent anterior cruciate ligament injury after surgery. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.07.25.23293102. [PMID: 37546855 PMCID: PMC10402234 DOI: 10.1101/2023.07.25.23293102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/08/2023]
Abstract
Anterior cruciate ligament (ACL) injuries are a common cause of soft tissue injuries in young active individuals, leading to a significant risk of premature joint degeneration. Postoperative management of such injuries, in particular returning patients to athletic activities, is a challenge with immediate and long-term implications including the risk of subsequent injury. In this study, we present LigaNET, a multi-modal deep learning pipeline that predicts the risk of subsequent ACL injury following surgical treatment. Postoperative MRIs (n=1,762) obtained longitudinally between 3 to 24 months after ACL surgery from a cohort of 159 patients along with 11 non-imaging outcomes were used to train and test: 1) a 3D CNN to predict subsequent ACL injury from segmented ACLs, 2) a 3D CNN to predict injury from the whole MRI, 3) a logistic regression classifier predict injury from non-imaging data, and 4) a multi-modal pipeline by fusing the predictions of each classifier. The CNN using the segmented ACL achieved an accuracy of 77.6% and AUROC of 0.84, which was significantly better than the CNN using the whole knee MRI (accuracy: 66.6%, AUROC: 0.70; P<.001) and the non-imaging classifier (accuracy: 70.1%, AUROC: 0.75; P=.039). The fusion of all three classifiers resulted in highest classification performance (accuracy: 80.6%, AUROC: 0.89), which was significantly better than each individual classifier (P<.001). The developed multi-modal approach had similar performance in predicting the risk of subsequent ACL injury from any of the imaging sequences (P>.10). Our results demonstrate that a deep learning approach can achieve high performance in identifying patients at high risk of subsequent ACL injury after surgery and may be used in clinical decision making to improve postoperative management (e.g., safe return to sports) of ACL injured patients.
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Affiliation(s)
- Mo Han
- Department of Orthopaedic Surgery, Boston Children’s Hospital, Harvard Medical School, 300 Longwood Avenue, Boston, MA 02115, USA
| | - Mallika Singh
- Department of Orthopaedic Surgery, Boston Children’s Hospital, Harvard Medical School, 300 Longwood Avenue, Boston, MA 02115, USA
| | - Davood Karimi
- Department of Radiology, Boston Children’s Hospital, Harvard Medical School, 300 Longwood Avenue, Boston, MA 02115, USA
| | - Jin-Young Kim
- Department of Orthopaedic Surgery, Boston Children’s Hospital, Harvard Medical School, 300 Longwood Avenue, Boston, MA 02115, USA
| | - Sean W. Flannery
- Department of Orthopaedics, Warren Alpert Medical School of Brown University, Rhode Island Hospital, 1 Hoppin St, Providence RI 02903, USA
| | - BEAR Trial Team
- Department of Orthopaedic Surgery, Boston Children’s Hospital, Harvard Medical School, 300 Longwood Avenue, Boston, MA 02115, USA
| | - Kirsten Ecklund
- Department of Radiology, Boston Children’s Hospital, Harvard Medical School, 300 Longwood Avenue, Boston, MA 02115, USA
| | - Martha M. Murray
- Department of Orthopaedic Surgery, Boston Children’s Hospital, Harvard Medical School, 300 Longwood Avenue, Boston, MA 02115, USA
| | - Braden C. Fleming
- Department of Orthopaedics, Warren Alpert Medical School of Brown University, Rhode Island Hospital, 1 Hoppin St, Providence RI 02903, USA
| | - Ali Gholipour
- Department of Radiology, Boston Children’s Hospital, Harvard Medical School, 300 Longwood Avenue, Boston, MA 02115, USA
| | - Ata M. Kiapour
- Department of Orthopaedic Surgery, Boston Children’s Hospital, Harvard Medical School, 300 Longwood Avenue, Boston, MA 02115, USA
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Flannery SW, Murray MM, Badger GJ, Ecklund K, Kramer DE, Fleming BC, Kiapour AM. Early MRI-based quantitative outcomes are associated with a positive functional performance trajectory from 6 to 24 months post-ACL surgery. Knee Surg Sports Traumatol Arthrosc 2023; 31:1690-1698. [PMID: 35704062 PMCID: PMC9751233 DOI: 10.1007/s00167-022-07000-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Accepted: 05/04/2022] [Indexed: 11/30/2022]
Abstract
PURPOSE Quantitative magnetic resonance imaging (qMRI) has been used to determine the failure properties of ACL grafts and native ACL repairs and/or restorations. How these properties relate to future clinical, functional, and patient-reported outcomes remain unknown. The study objective was to investigate the relationship between non-contemporaneous qMRI measures and traditional outcome measures following Bridge-Enhanced ACL Restoration (BEAR). It was hypothesized that qMRI parameters at 6 months would be associated with clinical, functional, and/or patient-reported outcomes at 6 months, 24 months, and changes from 6 to 24 months post-surgery. METHODS Data of BEAR patients (n = 65) from a randomized control trial of BEAR versus ACL reconstruction (BEAR II Trial; NCT02664545) were utilized retrospectively for the present analysis. Images were acquired using the Constructive Interference in Steady State (CISS) sequence at 6 months post-surgery. Single-leg hop test ratios, arthrometric knee laxity values, and International Knee Documentation Committee (IKDC) subjective scores were determined at 6 and 24 months post-surgery. The associations between traditional outcomes and MRI measures of normalized signal intensity, mean cross-sectional area (CSA), volume, and estimated failure load of the healing ACL were evaluated based on bivariate correlations and multivariable regression analyses, which considered the potential effects of age, sex, and body mass index. RESULTS CSA (r = 0.44, p = 0.01), volume (r = 0.44, p = 0.01), and estimated failure load (r = 0.48, p = 0.01) at 6 months were predictive of the change in single-leg hop ratio from 6 to 24 months in bivariate analysis. CSA (βstandardized = 0.42, p = 0.01), volume (βstandardized = 0.42, p = 0.01), and estimated failure load (βstandardized = 0.48, p = 0.01) remained significant predictors when considering the demographic variables. No significant associations were observed between MRI variables and either knee laxity or IKDC when adjusting for demographic variables. Signal intensity was also not significant at any timepoint. CONCLUSION The qMRI-based measures of CSA, volume, and estimated failure load were predictive of a positive functional outcome trajectory from 6 to 24 months post-surgery. These variables measured using qMRI at 6 months post-surgery could serve as prospective markers of the functional outcome trajectory from 6 to 24 months post-surgery, aiding in rehabilitation programming and return-to-sport decisions to improve surgical outcomes and reduce the risk of reinjury. LEVEL OF EVIDENCE Level II.
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Affiliation(s)
- Sean W Flannery
- Department of Orthopaedics, Warren Alpert Medical School of Brown University/Rhode Island Hospital, Providence, RI, USA
| | - Martha M Murray
- Department of Orthopedic Surgery, Boston Children's Hospital, Harvard Medical School, 300 Longwood Ave, Boston, MA, 02115, USA
| | - Gary J Badger
- Department of Medical Biostatistics, Larner College of Medicine, University of Vermont, Burlington, VT, USA
| | - Kirsten Ecklund
- Department of Radiology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Dennis E Kramer
- Department of Orthopedic Surgery, Boston Children's Hospital, Harvard Medical School, 300 Longwood Ave, Boston, MA, 02115, USA
| | - Braden C Fleming
- Department of Orthopaedics, Warren Alpert Medical School of Brown University/Rhode Island Hospital, Providence, RI, USA
| | - Ata M Kiapour
- Department of Orthopedic Surgery, Boston Children's Hospital, Harvard Medical School, 300 Longwood Ave, Boston, MA, 02115, USA.
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Menghini D, Kaushal SG, Flannery SW, Ecklund K, Murray MM, Fleming BC, Kiapour AM. Three-dimensional magnetic resonance imaging analysis shows sex-specific patterns in changes in anterior cruciate ligament cross-sectional area along its length. J Orthop Res 2023; 41:771-778. [PMID: 35803594 PMCID: PMC9825677 DOI: 10.1002/jor.25413] [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: 12/01/2021] [Revised: 06/29/2022] [Accepted: 07/02/2022] [Indexed: 02/04/2023]
Abstract
Smaller anterior cruciate ligament (ACL) size in females has been hypothesized to be a key contributor to a higher incidence of ACL tears in that population, as a lower cross-sectional area (CSA) directly corresponds to a larger stress on the ligament for a given load. Prior studies have used a mid-length CSA measurement to quantify ACL size. In this study, we used magnetic resonance imaging to quantify the CSA along the entire length of the intact ACL. We hypothesized that changes in the ACL CSA along its length would have different patterns in males and females. We also hypothesized that changes in ACL CSA along its length would be associated with body size or knee size with different associations in females and males. MR images of contralateral ACL-intact knees of 108 patients (62 females, 13-35 years) undergoing ACL surgery were used to measure the CSA along the ACL length, using a custom program. For both females and males, the largest CSA was located at 37%-39% of ACL length from the tibial insertion. Compared to females, males had a significantly larger CSA only within the distal 41% of the ACL (p < 0.001). ACL CSA was associated with patient height and weight in males (r > 0.3; p < 0.05), whereas it was associated with intercondylar notch width in females (r > 0.3; p < 0.05). These findings highlight the importance of standardizing the location of measurement of ACL CSA.
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Affiliation(s)
- Danilo Menghini
- Department of Orthopaedic Surgery, Boston Children’s Hospital, Harvard Medical School, Boston, MA 02115
- Department of Health Sciences and Technology, ETH Zurich, CH-8092 Zurich, Switzerland
| | - Shankar G. Kaushal
- Department of Orthopaedic Surgery, Boston Children’s Hospital, Harvard Medical School, Boston, MA 02115
| | - Sean W. Flannery
- Department of Orthopaedics, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence RI 02818
| | - Kirsten Ecklund
- Department of Radiology, Boston Children’s Hospital, Harvard Medical School, Boston, MA 02115
| | - Martha M. Murray
- Department of Orthopaedic Surgery, Boston Children’s Hospital, Harvard Medical School, Boston, MA 02115
| | - Braden C. Fleming
- Department of Orthopaedics, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence RI 02818
| | - Ata M. Kiapour
- Department of Orthopaedic Surgery, Boston Children’s Hospital, Harvard Medical School, Boston, MA 02115
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Flannery SW, Barnes DA, Costa MQ, Menghini D, Kiapour AM, Walsh EG, Kramer DE, Murray MM, Fleming BC. Automated segmentation of the healed anterior cruciate ligament from T 2 * relaxometry MRI scans. J Orthop Res 2023; 41:649-656. [PMID: 35634860 PMCID: PMC9708947 DOI: 10.1002/jor.25390] [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: 01/13/2022] [Revised: 05/16/2022] [Accepted: 05/26/2022] [Indexed: 02/04/2023]
Abstract
Collagen organization of the anterior cruciate ligament (ACL) can be evaluated using T2 * relaxometry. However, T2 * mapping requires manual image segmentation, which is a time-consuming process and prone to inter- and intra- segmenter variability. Automating segmentation would address these challenges. A model previously trained using Constructive Interference in Steady State (CISS) scans was applied to T2 * segmentation via transfer learning. It was hypothesized that there would be no significant differences in the model's segmentation performance between T2 * and CISS, structural measures versus ground truth manual segmentation, and reliability versus independent and retest manual segmentation. Transfer learning was conducted using 54 T2 * scans of the ACL. Segmentation performance was assessed with Dice coefficient, precision, and sensitivity, and structurally with T2 * value, volume, subvolume proportions, and cross-sectional area. Model performance relative to independent manual segmentation and repeated segmentation by the ground truth segmenter (retest) were evaluated on a random subset. Segmentation performance was analyzed with Mann-Whitney U tests, structural measures with Wilcoxon signed-rank tests, and performance relative to manual segmentation with repeated-measures analysis of variance/Tukey tests (α = 0.05). T2 * segmentation performance was not significantly different from CISS on all measures (p > 0.35). No significant differences were detected in structural measures (p > 0.50). Automatic segmentation performed as well as the retest on all segmentation measures, whereas independent segmentations were lower than retest and/or automatic segmentation (p < 0.023). Structural measures were not significantly different between segmenters. The automatic segmentation model performed as well on the T2 * sequence as on CISS and outperformed independent manual segmentation while performing as well as retest segmentation.
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Affiliation(s)
- Sean W. Flannery
- Department of Orthopaedics, Warren Alpert Medical School of Brown University/Rhode Island Hospital, Providence, RI, USA
| | - Dominique A. Barnes
- Department of Orthopaedics, Warren Alpert Medical School of Brown University/Rhode Island Hospital, Providence, RI, USA
| | - Meggin Q. Costa
- Department of Orthopaedics, Warren Alpert Medical School of Brown University/Rhode Island Hospital, Providence, RI, USA
| | - Danilo Menghini
- Department of Orthopaedic Surgery, Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Ata M. Kiapour
- Department of Orthopaedic Surgery, Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Edward G. Walsh
- Department of Neuroscience, Division of Biology and Medicine, Brown University, Providence, RI, USA
| | - Dennis E. Kramer
- Department of Orthopaedic Surgery, Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Martha M. Murray
- Department of Orthopaedic Surgery, Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Braden C. Fleming
- Department of Orthopaedics, Warren Alpert Medical School of Brown University/Rhode Island Hospital, Providence, RI, USA
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Cruz CA, Mannino BJ, Venrick CB, Miles RN, Peterson DR, Zhou L, Min KS, Bottoni CR. Failure Rates After Anterior Cruciate Ligament Repair With Suture Tape Augmentation in an Active-Duty Military Population. Orthop J Sports Med 2023; 11:23259671221142315. [PMID: 36814764 PMCID: PMC9940188 DOI: 10.1177/23259671221142315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/20/2022] [Accepted: 09/26/2022] [Indexed: 02/24/2023] Open
Abstract
Background Anterior cruciate ligament (ACL) repair had previously been considered the standard of care for a ruptured ACL; however, ACL reconstruction has became the standard of care because of poor midterm outcomes after ACL repair. Recently, studies have suggested that the treatment paradigm should shift back to ACL repair. Purpose/Hypothesis The purpose of this study was to evaluate the outcomes of ACL repair augmented with suture tape in a high-demand military population. We hypothesized that for proximal ACL avulsions, ACL repair with suture tape augmentation would lead to acceptable failure rates, satisfactory knee stability, excellent functional outcomes, and high rates of return to preinjury activity levels. Study Design Case series; Level of evidence, 2. Methods Patients who were treated with ACL repair by a single surgeon between March 2017 and June 2019 and who had a minimum of 2 years of follow-up were included. Intraoperatively, all patients first underwent an arthroscopic examination. If an ACL avulsion of the proximal insertion with adequate remaining tissue was visualized, then ACL repair was performed. The primary outcome assessed was ACL repair failure, defined as reruptures or clinical instability requiring revision to ACL reconstruction. Analysis of the risk factors for ACL repair failure was conducted, with age at surgery, sex, body mass index, level of competition, and tobacco use evaluated. Results Included were 46 patients (32 male and 14 female; mean age, 28.3 ± 8.4 years) who underwent ACL repair with suture tape augmentation. There were 12 cases of failure (26.1%; 8 male and 4 female). The mean time from injury to surgery in the failure group was 164.1 ± 59.4 days compared to 107.3 ± 98.0 days in the nonfailure group (P = .02). According to multivariate regression analysis, patients aged ≤17 and ≥35 years, elite/competitive/operational patients, and current smokers had a higher chance of ACL repair failure. The mean time to pass a military physical fitness test was 5.0 months. There were no complications other than ACL repair failure. Conclusion Primary arthroscopic ACL repair with suture tape augmentation resulted in unacceptably high failure rates at a minimum of 2 years of follow-up in a highly active military population. Age ≤17 and ≥35 years, elite level of competition, time from injury to surgery, and active tobacco use were independent risk factors for ACL repair failure.
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Affiliation(s)
- Christian A. Cruz
- Department of Orthopaedic Surgery, Tripler Army Medical Center, Honolulu, Hawaii, USA.,Christian A. Cruz, MD, Department of Orthopaedic Surgery, Tripler Army Medical Center, 1 Jarret White Road, Honolulu, HI 96859, USA ()
| | - Brian J. Mannino
- Department of Orthopaedic Surgery, Tripler Army Medical Center, Honolulu, Hawaii, USA
| | - Connor B. Venrick
- Department of Orthopaedic Surgery, Tripler Army Medical Center, Honolulu, Hawaii, USA
| | - Rebecca N. Miles
- School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - David R. Peterson
- Department of Orthopaedic Surgery, Tripler Army Medical Center, Honolulu, Hawaii, USA
| | - Liang Zhou
- Department of Orthopaedic Surgery, Tripler Army Medical Center, Honolulu, Hawaii, USA
| | - Kyong S. Min
- Department of Orthopaedic Surgery, Tripler Army Medical Center, Honolulu, Hawaii, USA
| | - Craig R. Bottoni
- Department of Orthopaedic Surgery, Tripler Army Medical Center, Honolulu, Hawaii, USA
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9
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Sanborn RM, Badger GJ, Fleming BC, Kiapour AM, Fadale PD, Hulstyn MJ, Owens BD, Proffen B, Sant N, Portilla G, Freiberger C, Henderson R, Barnett S, Costa M, Chrostek C, Ecklund K, Micheli LJ, Murray MM, Yen YM, Kramer DE. Preoperative Risk Factors for Subsequent Ipsilateral ACL Revision Surgery After an ACL Restoration Procedure. Am J Sports Med 2023; 51:49-57. [PMID: 36412922 DOI: 10.1177/03635465221137873] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
BACKGROUND Anterior cruciate ligament (ACL) revision surgery is challenging for both patients and surgeons. Understanding the risk factors for failure after bridge-enhanced ACL restoration (BEAR) may help with patient selection for ACL restoration versus ACL reconstruction. PURPOSE To identify the preoperative risk factors for ACL revision surgery within the first 2 years after BEAR. STUDY DESIGN Case-control study; Level of evidence, 3. METHODS Data from the prospective BEAR I, II, and III trials were used to determine the preoperative risk factors for ACL revision surgery. All patients with a complete ACL tear (aged 13-47 years, depending on the trial), who met all other inclusion/exclusion criteria and underwent a primary BEAR procedure within 30 to 50 days from the injury (dependent on the trial), were included. Demographic data (age, sex, body mass index), baseline patient-reported outcomes (International Knee Documentation Committee [IKDC] subjective score, Marx activity score), preoperative imaging results (ACL stump length, notch size, tibial slope), and intraoperative findings (knee hyperextension, meniscal status) were evaluated to determine their contribution to the risk of ipsilateral ACL revision surgery. RESULTS A total of 123 patients, with a median age of 17.6 years (interquartile range, 16-23 years), including 67 (54%) female patients, met study criteria. Overall, 18 (15%) patients required ACL revision surgery in the first 2 years after the BEAR procedure. On bivariate analyses, younger age (P = .011), having a contact injury at the time of the initial tear (P = .048), and increased medial tibial slope (MTS; P = .029) were associated with a higher risk of ipsilateral revision surgery. Multivariable logistic regression analyses identified 2 independent predictors of revision: patient age and MTS. The odds of ipsilateral revision surgery were decreased by 32% for each 1-year increase in age (odds ratio, 0.684 [95% CI, 0.517-0.905]; P = .008) and increased by 28% for each 1° increase in MTS (odds ratio, 1.280 [95% CI, 1.024-1.601]; P = .030). Sex, baseline IKDC or Marx score, knee hyperextension, and meniscal status were not significant predictors of revision. CONCLUSION Younger age and higher MTS were predictors of ipsilateral ACL revision surgery after the BEAR procedure. Younger patients with higher tibial slopes should be aware of the increased risk for revision surgery when deciding to undergo ACL restoration.
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Affiliation(s)
- Ryan M Sanborn
- Department of Orthopaedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Gary J Badger
- Department of Medical Biostatistics, Larner College of Medicine, University of Vermont, Burlington, Vermont, USA
| | - Braden C Fleming
- Department of Orthopaedics, Warren Alpert Medical School of Brown University/Rhode Island Hospital, Providence, Rhode Island, USA
| | - Ata M Kiapour
- Department of Orthopaedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | | | - Paul D Fadale
- Department of Orthopedics, Warren Alpert Medical School of Brown University/Rhode Island Hospital, Providence Rhode Island, USA
| | - Michael J Hulstyn
- Department of Orthopedics, Warren Alpert Medical School of Brown University/Rhode Island Hospital, Providence Rhode Island, USA
| | - Brett D Owens
- Department of Orthopedics, Warren Alpert Medical School of Brown University/Rhode Island Hospital, Providence Rhode Island, USA
| | - Benedikt Proffen
- Department of Orthopedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, Boston Massachusetts, USA
| | - Nicholas Sant
- Department of Orthopedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, Boston Massachusetts, USA
| | - Gabriela Portilla
- Department of Orthopedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, Boston Massachusetts, USA
| | - Christina Freiberger
- Department of Orthopedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, Boston Massachusetts, USA
| | - Rachael Henderson
- Department of Orthopedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, Boston Massachusetts, USA
| | - Samuel Barnett
- Department of Orthopedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, Boston Massachusetts, USA
| | - Meggin Costa
- Department of Orthopedics, Warren Alpert Medical School of Brown University/Rhode Island Hospital, Providence Rhode Island, USA
| | - Cynthia Chrostek
- Department of Orthopedics, Warren Alpert Medical School of Brown University/Rhode Island Hospital, Providence Rhode Island, USA
| | - Kirsten Ecklund
- Department of Orthopedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, Boston Massachusetts, USA
| | - Lyle J Micheli
- Department of Orthopedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, Boston Massachusetts, USA
| | - Martha M Murray
- Department of Orthopedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, Boston Massachusetts, USA
| | - Yi-Meng Yen
- Department of Orthopedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, Boston Massachusetts, USA
| | - Dennis E Kramer
- Department of Orthopaedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA.,Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
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10
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Flannery SW, Walsh EG, Sanborn RM, Chrostek CA, Costa MQ, Kaushal SG, Murray MM, Fleming BC, Kiapour AM. Reproducibility and postacquisition correction methods for quantitative magnetic resonance imaging of the anterior cruciate ligament (ACL). J Orthop Res 2022; 40:2908-2913. [PMID: 35266588 PMCID: PMC9463398 DOI: 10.1002/jor.25319] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 02/15/2022] [Accepted: 03/01/2022] [Indexed: 02/04/2023]
Abstract
Quantitative magnetic resonance imaging has been used to evaluate the structural integrity of knee joint structures. However, variations in acquisition parameters between scanners pose significant challenges. Understanding the effect of small differences in acquisition parameters for quantitative sequences is vital to the validity of cross-institutional studies, and for the harmonization of large, heterogeneous datasets to train machine learning models. The study objective was to assess the reproducibility of T2 * relaxometry and the constructive interference in steady-state sequence (CISS) across scanners, with minimal hardware-necessitated changes to acquisition parameters. It was hypothesized that there would be no significant differences between scanners in anterior cruciate ligament T2 * relaxation times and CISS signal intensities (SI). Secondarily, it was hypothesized that differences could be corrected by rescaling the SI distribution to harmonize between scanners. Seven volunteers were scanned on 3T Prisma and Tim Trio scanners (Siemens). Three correction methods were evaluated for T2 *: inverse echo time scaling, z-scoring, and Nyúl histogram matching. For CISS, scans were normalized to cortical bone, scaled by the background noise ratio, and log-transformed. Before correction, significant mean differences of 6.0 ± 3.2 ms (71.8%; p = 0.02) and 0.49 ± 0.15 units (40.7%; p = 0.02) for T2 * and CISS across scanners were observed, respectively. After rescaling, T2 * differences decreased to 2.6 ± 2.7 ms (23.9%; p = 0.03), 1.3 ± 2.5 ms (10.9%; p = 0.13), and 1.27 ± 3.0 ms (19.6%; p = 0.40) for inverse echo time, z-scoring, and Nyúl, respectively, while CISS decreased to 0.01 ± 0.11 units (4.0%; p = 0.87). These findings suggest that small acquisition parameter differences may lead to large changes in T2 * and SI values that must be reconciled to compare data across magnets.
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Affiliation(s)
- Sean W. Flannery
- Department of Orthopaedics, Warren Alpert Medical School of Brown University/Rhode Island Hospital, Providence, RI, USA
| | - Edward G. Walsh
- Department of Neuroscience, Division of Biology and Medicine, Brown University, Providence, RI, USA
| | - Ryan M. Sanborn
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Cynthia A. Chrostek
- Department of Orthopaedics, Warren Alpert Medical School of Brown University/Rhode Island Hospital, Providence, RI, USA
| | - Meggin Q. Costa
- Department of Orthopaedics, Warren Alpert Medical School of Brown University/Rhode Island Hospital, Providence, RI, USA
| | - Shankar G. Kaushal
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Martha M. Murray
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Braden C. Fleming
- Department of Orthopaedics, Warren Alpert Medical School of Brown University/Rhode Island Hospital, Providence, RI, USA
| | - Ata M. Kiapour
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
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11
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Ferreira A, Saithna A, Carrozzo A, Guy S, Vieira TD, Barth J, Sonnery-Cottet B. The Minimal Clinically Important Difference, Patient Acceptable Symptom State, and Clinical Outcomes of Anterior Cruciate Ligament Repair Versus Reconstruction: A Matched-Pair Analysis From the SANTI Study Group. Am J Sports Med 2022; 50:3522-3532. [PMID: 36259683 DOI: 10.1177/03635465221126171] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND There has been increasing interest in anterior cruciate ligament (ACL) repair because of theoretical advantages over ACL reconstruction; however, the contemporary literature has failed to provide high-quality evidence to demonstrate these advantages. PURPOSE To compare the clinical and functional outcomes of ACL repair versus ACL reconstruction at a minimum follow-up of 2 years. STUDY DESIGN Cohort study; Level of evidence, 3. METHODS Patients who underwent ACL repair were propensity matched (based on demographics, time between injury and surgery, knee laxity parameters, presence of meniscal lesions, preoperative activity level, and sport participation), in a 1:1 ratio, to those who underwent ACL reconstruction during the same period. Isokinetic testing was used to evaluate strength deficits at 6 months postoperatively. Knee laxity parameters were evaluated at 12 months. Complications, return to sport, and patient-reported outcome scores were recorded at final follow-up. RESULTS In total, 75 matched pairs (150 patients) were evaluated. The repair group had significantly better mean hamstring muscle strength at 6 months compared with the reconstruction group (1.7% ± 12.2% vs -10.0% ± 12.8%, respectively; P < .0001). At a mean final follow-up of 30.0 ± 4.8 months, the repair group had a significantly better mean Forgotten Joint Score-12 (FJS-12) score compared with the reconstruction group (82.0 ± 15.1 vs 74.2 ± 21.7, respectively; P = .017). Noninferiority criteria were met for ACL repair, compared with ACL reconstruction, with respect to the subjective International Knee Documentation Committee score (86.8 ± 9.0 vs 86.7 ± 10.1, respectively; P < .0001) and side-to-side anteroposterior laxity difference (1.1 ± 1.4 vs 0.6 ± 1.0 mm, respectively; P < .0001). No significant differences were found for other functional outcomes or the pivot-shift grade. There were no significant differences in the rate of return to the preinjury level of sport (repair group: 74.7%; reconstruction group: 60.0%; P = .078). A significant difference was observed regarding the occurrence of ACL reruptures (repair group: 5.3%; reconstruction group: 0.0%; P = .045). Patients who experienced a failure of ACL repair were significantly younger than those who did not (26.8 vs 40.7 years, respectively; P = .013). There was no significant difference in rupture rates between the repair and reconstruction groups when only patients aged >21 years were considered (2.9% vs 0.0%, respectively; P = .157). The minimal clinically important difference and Patient Acceptable Symptom State (PASS) thresholds were defined for the ACL repair group. A significantly greater proportion of patients in the repair group achieved the PASS for the FJS-12 compared with their counterparts in the reconstruction group (77.3% vs 60.0%, respectively; P = .034). CONCLUSION ACL repair was associated with some advantages over ACL reconstruction including superior hamstring muscle strength at 6 months and significantly better FJS-12 scores. However, the failure rate was significantly higher after ACL repair, and younger patients were particularly at risk.
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Affiliation(s)
- Alexandre Ferreira
- Centre Orthopedique Santy, Hôpital Privé Jean Mermoz, Groupe GDS-Ramsay, Lyon, France
| | - Adnan Saithna
- Arizona Brain and Spine Center, Scottsdale, Arizona, USA
| | - Alessandro Carrozzo
- Centre Orthopedique Santy, Hôpital Privé Jean Mermoz, Groupe GDS-Ramsay, Lyon, France.,Department of Orthopaedics and Traumatology, Sapienza University of Rome, Rome, Italy
| | - Sylvain Guy
- Centre Orthopedique Santy, Hôpital Privé Jean Mermoz, Groupe GDS-Ramsay, Lyon, France
| | - Thais Dutra Vieira
- Centre Orthopedique Santy, Hôpital Privé Jean Mermoz, Groupe GDS-Ramsay, Lyon, France
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12
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Menghini D, Kaushal SG, Flannery SW, Ecklund K, Murray MM, Fleming BC, Kiapour AM, Proffen B, Sant N, Portilla G, Sanborn R, Freiberger C, Henderson R, Barnett S, Yen YM, Kramer DE, Micheli LJ. Changes in the Cross-Sectional Profile of Treated Anterior Cruciate Ligament Within 2 Years After Surgery. Orthop J Sports Med 2022; 10:23259671221127326. [PMID: 36263311 PMCID: PMC9575446 DOI: 10.1177/23259671221127326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 08/02/2022] [Indexed: 11/07/2022] Open
Abstract
Background: The cross-sectional area (CSA) of the anterior cruciate ligament (ACL) and
reconstructed graft has direct implications on its strength and knee
function. Little is known regarding how the CSA changes along the ligament
length and how those changes vary between treated and native ligaments over
time. Hypothesis: It was hypothesized that (1) the CSA of reconstructed ACLs and restored ACLs
via bridge-enhanced ACL restoration (BEAR) is heterogeneous along the
length. (2) Differences in CSA between treated and native ACLs decrease over
time. (3) CSA of the surgically treated ACLs is correlated significantly
with body size (ie, height, weight, body mass index) and knee size (ie,
bicondylar and notch width). Study Design: Cohort study; Level of evidence, 2. Methods: Magnetic resonance imaging scans of treated and contralateral knees of 98
patients (n = 33 ACL reconstruction, 65 BEAR) at 6, 12, and 24 months
post-operation were used to measure the ligament CSA at 1% increments along
the ACL length (tibial insertion, 0%; femoral insertion, 100%). Statistical
parametric mapping was used to evaluate the differences in CSA between 6 and
24 months. Correlations between body and knee size and treated ligament CSA
along its length were also assessed. Results: Hamstring autografts had larger CSAs than native ACLs at all time points
(P < .001), with region of difference decreasing
from proximal 95% of length (6 months) to proximal 77% of length (24
months). Restored ACLs had larger CSAs than native ACLs at 6 and 12 months,
with larger than native CSA only along a small midsubstance region at 24
months (P < .001). Graft CSA was correlated
significantly with weight (6 and 12 months), bicondylar width (all time
points), and notch width (24 months). Restored ACL CSA was significantly
correlated with bicondylar width (6 months) and notch width (6 and 12
months). Conclusion: Surgically treated ACLs remodel continuously within the first 2 years after
surgery, leading to ligaments/grafts with heterogeneous CSAs along the
length, similar to the native ACL. While reconstructed ACLs remained
significantly larger, the restored ACL had a CSA profile comparable with
that of the contralateral native ACL. In addition to size and morphology
differences, there were fundamental differences in factors contributing to
CSA profile between the ACL reconstruction and BEAR procedures. Registration: NCT 02664545 (ClinicalTrials.gov
identifier).
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Affiliation(s)
| | | | | | | | | | | | | | - Ata M. Kiapour
- Ata M. Kiapour PhD, MMSc, Department of Orthopedic Surgery,
Boston Children’s Hospital, Harvard Medical School, 300 Longwood Avenue, Boston,
MA 02115, USA (
)
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13
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Cao Y, Zhang Z, Song G, Ni Q, Zheng T, Li Y. Biological enhancement methods may be a viable option for ACL arthroscopic primary repair - A systematic review. Orthop Traumatol Surg Res 2022; 108:103227. [PMID: 35123035 DOI: 10.1016/j.otsr.2022.103227] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Revised: 11/05/2021] [Accepted: 11/15/2021] [Indexed: 02/03/2023]
Abstract
BACKGROUND Bioactive factors combined with advanced anterior cruciate ligament (ACL) primary repair technology have been used to treat ACL repairs. The current review was conducted to identify whether biological enhancement could enable superior clinical outcome, including side-to-side difference, failure rate, reoperation rate and subjective scores. HYPOTHESIS The implementation of ACL primary repair with biological enhancement will provide better clinical outcomes in terms of side-to-side differences, failure rate, reoperation rate and subjective scores than ACL primary repair alone. MATERIALS AND METHODS A systematic literature review was performed following PRISMA guidelines by searching all studies reporting outcomes of arthroscopic primary repair with or without biological augmentation published until April 19, 2020, in Medline, PubMed, Embase and the Cochrane Library. Primary metrics were side-to-side differences, failure rate and reoperation rate, as well as measurements of patient-reported outcomes at the last follow-up. RESULTS A total of 20 studies were finally included in this work, of which 3 were Grade I (15%), 3 studies were Grade III (15%), and 14 studies were Grade IV (70%) in terms of the level of evidence. There were 729 patients with a mean age of 30 (range: 8-68) years, and the mean follow-up period of which was 38 (range: 3-122) months. At the final follow-up, the postoperative side-to-side differences (the proportion of patients with a side-to-side difference less than 3mm) and patient-report outcomes were significantly better in the biological enhancement group. Nevertheless, there were no significant differences between the two groups in the rate of surgical failure, the rate of revision, or the positive Lachman test or pivot shift test. CONCLUSION Biologically enhanced arthroscopic ACL primary repair was superior to ACL primary repair alone in terms of postoperative side-to-side differences (proportion of patients with a side-to-side difference less than 3mm) and patient-reported outcomes. Thus, biologically enhanced arthroscopic ACL primary repair can be preferentially recommended over ACL arthroscopic primary repair alone. LEVEL OF EVIDENCE IV, systematic review.
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Affiliation(s)
- Yanwei Cao
- Department of Sports Medicine, Beijing Jishuitan Hospital, No. 31, Xinjiekou East Street, 10035 Beijing, China
| | - Zhijun Zhang
- Department of Sports Medicine, Beijing Jishuitan Hospital, No. 31, Xinjiekou East Street, 10035 Beijing, China
| | - Guanyang Song
- Department of Sports Medicine, Beijing Jishuitan Hospital, No. 31, Xinjiekou East Street, 10035 Beijing, China
| | - Qiankun Ni
- Department of Sports Medicine, Beijing Jishuitan Hospital, No. 31, Xinjiekou East Street, 10035 Beijing, China
| | - Tong Zheng
- Department of Sports Medicine, Beijing Jishuitan Hospital, No. 31, Xinjiekou East Street, 10035 Beijing, China
| | - Yue Li
- Department of Sports Medicine, Beijing Jishuitan Hospital, No. 31, Xinjiekou East Street, 10035 Beijing, China.
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14
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Cao Y, Li Y, Fu SC, Shen J, Zhang H, Jiang C, Shu-Hang Yung P. Platelet-rich plasma pretreatment protects anterior cruciate ligament fibroblasts correlated with PI3K-Akt-mTOR pathway under hypoxia condition. J Orthop Translat 2022; 34:102-112. [PMID: 35891713 PMCID: PMC9283994 DOI: 10.1016/j.jot.2022.02.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 01/29/2022] [Accepted: 02/07/2022] [Indexed: 11/25/2022] Open
Abstract
Background /Objective: Biological factors such as platelet-rich plasma (PRP) combined with anterior cruciate ligament (ACL) primary repair technology are used to treat ACL injury. However, the protective mechanism of PRP for ACL fibroblasts under hypoxia condition is still unknown. The aim of this study was to investigate the protective effect of PRP on ACL fibroblasts under hypoxia condition and illustrate the mechanism of PRP regulating the ACL fibroblasts under hypoxia condition. Methods The cells were divided into three groups: control group, hypoxia group and PRP pretreatment group. Lethal dose (LD) 50 for hypoxia induction time and the maximum efficacy of PRP concentration were confirmed by CCK-8 assay. The ability of cell apoptosis, cell proliferation, and cell migration were tested by flow cytometry, scratch assay and transwell assay, respectively. Extracellular matrix (ECM) synthesis and hypoxia-inducible factor 1α (HIF-1α) were identified by immunofluorescence staining, Masson's staining and transmission electron microscope analysis. Inflammatory cell infiltration was assessed by hematoxylin and eosin staining as well as immunofluorescence staining. Western blot analysis and real-time PCR were performed to assess the associated gene and protein expression, respectively. The ratio of phosphorylated/total PI3K, Akt and mTOR were also assessed by western blot analysis. Results ① LD 50 of hypoxia was 48 h and the maximum efficacy of PRP concentration was 600 × 109/L. ② ANNEXIN V-FITC/PI flow cytometry showed that the hypoxia condition significantly increased the apoptosis of cells (P < 0.001) whereas PRP pretreatment significantly decreased the apoptosis of cells under hypoxia (P < 0.001). The expressions of gene and protein of Bax, Bcl-2, cleaved-caspase 3 were consistent with the results of flow cytometric analysis. ③ Cell cycle analysis for flow cytometry showed the inhibitory effect of hypoxia and promotive effect of PRP pretreatment. ④ Immunofluorescence staining (HIF-1α, collagen I and III) showed the positive effect of hypoxia and negative effect of PRP on these parameters. Real-time PCR showed that type I and III collagen were 2.1 folds and 2.5 folds higher after 48 h hypoxia induction compared to the control group. PRP pretreatment significantly reduced the type I and III collagen mRNA expression of the hypoxia induced ACL fibroblasts to 78.5% and 77.7% at 48 h compared to hypoxia group (P < 0.001), respectively.⑤ Cell migration assay showed that hypoxia condition significantly restrained cell migration compared with the control group. PRP could alleviate the inhibitory effect of hypoxia on fibroblasts. ⑥ Western blot analysis showed the ratio of phosphorylated/total PI3K, Akt and mTOR in hypoxia group increased to 31%, 20% and 44/% compared to control group, respectively. ⑦ The results of in vivo analysis was in accordance with the results of in vitro analysis. Conclusion PRP can protect ACL fibroblasts via decreasing apoptosis and increasing cell viability, cell migration and cell proliferation under hypoxia condition. And such PRP protective effect was correlated with PI3K/Akt/mTOR pathway. The translational potential of this article PRP can be used to treat patients with ACL tear by injection under arthroscopy or ultrasound guiding.
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15
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Awan MJ, Rahim MSM, Salim N, Rehman A, Garcia-Zapirain B. Automated Knee MR Images Segmentation of Anterior Cruciate Ligament Tears. SENSORS 2022; 22:s22041552. [PMID: 35214451 PMCID: PMC8876207 DOI: 10.3390/s22041552] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Revised: 02/12/2022] [Accepted: 02/14/2022] [Indexed: 12/10/2022]
Abstract
The anterior cruciate ligament (ACL) is one of the main stabilizer parts of the knee. ACL injury leads to causes of osteoarthritis risk. ACL rupture is common in the young athletic population. Accurate segmentation at an early stage can improve the analysis and classification of anterior cruciate ligaments tears. This study automatically segmented the anterior cruciate ligament (ACL) tears from magnetic resonance imaging through deep learning. The knee mask was generated on the original Magnetic Resonance (MR) images to apply a semantic segmentation technique with convolutional neural network architecture U-Net. The proposed segmentation method was measured by accuracy, intersection over union (IoU), dice similarity coefficient (DSC), precision, recall and F1-score of 98.4%, 99.0%, 99.4%, 99.6%, 99.6% and 99.6% on 11451 training images, whereas on the validation images of 3817 was, respectively, 97.7%, 93.8%,96.8%, 96.5%, 97.3% and 96.9%. We also provide dice loss of training and test datasets that have remained 0.005 and 0.031, respectively. The experimental results show that the ACL segmentation on JPEG MRI images with U-Nets achieves accuracy that outperforms the human segmentation. The strategy has promising potential applications in medical image analytics for the segmentation of knee ACL tears for MR images.
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Affiliation(s)
- Mazhar Javed Awan
- Faculty of Engineering, School of Computing, Universiti Teknologi Malaysia (UTM), Skudai 81310, Johor, Malaysia; (M.S.M.R.); (N.S.)
- Department of Software Engineering, University of Management and Technology, Lahore 54770, Pakistan
- Correspondence: (M.J.A.); (B.G.-Z.)
| | - Mohd Shafry Mohd Rahim
- Faculty of Engineering, School of Computing, Universiti Teknologi Malaysia (UTM), Skudai 81310, Johor, Malaysia; (M.S.M.R.); (N.S.)
| | - Naomie Salim
- Faculty of Engineering, School of Computing, Universiti Teknologi Malaysia (UTM), Skudai 81310, Johor, Malaysia; (M.S.M.R.); (N.S.)
| | - Amjad Rehman
- Artificial Intelligence and Data Analytics Laboratory, College of Computer and Information Sciences (CCIS), Prince Sultan University, Riyadh 11586, Saudi Arabia;
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16
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Sanborn RM, Badger GJ, Yen YM, Murray MM, Christino MA, Proffen B, Sant N, Barnett S, Fleming BC, Kramer DE, Micheli LJ. Psychological Readiness to Return to Sport at 6 Months Is Higher After Bridge-Enhanced ACL Restoration Than Autograft ACL Reconstruction: Results of a Prospective Randomized Clinical Trial. Orthop J Sports Med 2022; 10:23259671211070542. [PMID: 35155707 PMCID: PMC8832603 DOI: 10.1177/23259671211070542] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Accepted: 10/07/2021] [Indexed: 11/15/2022] Open
Abstract
Background: Previous clinical studies have shown that psychological factors have
significant effects on an athlete’s readiness to return to sport after
anterior cruciate ligament (ACL) reconstruction (ACLR). Hypothesis: We hypothesized that patients who underwent bridge-enhanced ACL restoration
(BEAR) would have higher levels of psychological readiness to return to
sport compared with patients who underwent ACLR. Study Design: Randomized controlled trial; Level of evidence, 1. Methods: A total of 100 patients (median age, 17 years; median preoperative Marx
activity score, 16) with complete midsubstance ACL injuries were randomized
to either the BEAR procedure (n = 65) or autograft ACLR (n = 35 [33
hamstring and 2 bone--patellar tendon—bone]) and underwent surgery within 45
days of injury. Objective, functional, and patient-reported outcomes,
including the ACL--Return to Sport after Injury (ACL-RSI) scale, were
assessed at 6, 12, and 24 months postoperatively. Results: Patients who underwent the BEAR procedure had significantly higher ACL-RSI
scores at 6 months compared with those who underwent ACLR (71.1 vs 58.2;
P = .008); scores were similar at 12 and 24 months.
Baseline factors independently predictive of higher ACL-RSI scores at 6
months were having a BEAR procedure and participating in level 1 sports
prior to injury, explaining 15% of the variability in the scores. Regression
analysis of baseline and 6-month outcomes as predictors indicated that the
International Knee Documentation Committee (IKDC) score at 6 months
explained 45% of the 6-month ACL-RSI variance. Subsequent analysis with IKDC
excluded from the model indicated that decreased pain, increased hamstring
and quadriceps strength in the surgical limb, and decreased side-to-side
difference in anteroposterior knee laxity were significant predictors of a
higher ACL-RSI score at 6 months, explaining 34% of the variability in
scores. Higher ACL-RSI score at 6 months was associated with earlier
clearance to return to sports. Conclusion: Patients who underwent the BEAR procedure had higher ACL-RSI scores at 6
months postoperatively. Better ACL-RSI scores at 6 months were related most
strongly to higher IKDC scores at 6 months and were also associated with
lower pain levels, better muscle recovery, and less knee laxity at 6
months. Registration: NCT02664545 (ClinicalTrials.gov
identifier).
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Affiliation(s)
- Ryan M. Sanborn
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children’s Hospital, Boston, Massachusetts, USA
| | - Gary J. Badger
- Department of Medical Biostatistics, University of Vermont, Burlington, Vermont, USA
| | - Yi-Meng Yen
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children’s Hospital, Boston, Massachusetts, USA
| | - Martha M. Murray
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children’s Hospital, Boston, Massachusetts, USA
| | - Melissa A. Christino
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children’s Hospital, Boston, Massachusetts, USA
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17
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Li Z. Efficacy of repair for ACL injury: a meta‑analysis of randomized controlled trials. Int J Sports Med 2022; 43:1071-1083. [PMID: 35100655 DOI: 10.1055/a-1755-4925] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
We aim to compare the curative effect of primary repair for anterior cruciate ligament (ACL) injury with reconstruction and provide the reliable evidence for its clinical application. The literatures were searched in PubMed, EMBASE, Springer, and other medical literature databases published between January 1970 and June 2021. Basic characteristics, surgery technique, clinical outcome scores and physical examination results were recorded and evaluated. Seven randomized controlled trials (RCT) were eligible for inclusion. The results showed that there were no statistically significant differences between arthroscopic ACL repair and ACL reconstruction for Tegner, Lysholm, Lachman, KT-1000, range of motion (ROM), functional outcomes and reoperation rate (P > 0.05), even the result of IKDC scores showed that arthroscopic repair was better than reconstruction (P = 0.04). However, through the subgroup analysis, it was found that the short-term follow-up results of arthroscopic ACL repair were indeed better than those of open ACL repair. Therefore, we can assume that the arthroscopic ACL repair technique is an optional and promising surgical method to treat ACL injury.
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Affiliation(s)
- Zhuoyang Li
- Orthopedics, Zhejiang University School of Medicine First Affiliated Hospital, Hangzhou, China
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18
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Barnett SC, Murray MM, Flannery SW, Menghini D, Fleming BC, Kiapour AM, Proffen B, Sant N, Portilla G, Sanborn R, Freiberger C, Henderson R, Ecklund K, Yen YM, Kramer D, Micheli L. ACL Size, but Not Signal Intensity, Is Influenced by Sex, Body Size, and Knee Anatomy. Orthop J Sports Med 2022; 9:23259671211063836. [PMID: 34988237 PMCID: PMC8721387 DOI: 10.1177/23259671211063836] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Accepted: 09/16/2021] [Indexed: 11/24/2022] Open
Abstract
Background: Little is known about sex-based differences in anterior cruciate ligament (ACL) tissue quality in vivo or the association of ACL size (ie, volume) and tissue quality (ie, normalized signal intensity on magnetic resonance imaging [MRI]) with knee anatomy. Hypothesis: We hypothesized that (1) women have smaller ACLs and greater ACL normalized signal intensity compared with men, and (2) ACL size and normalized signal intensity are associated with age, activity levels, body mass index (BMI), bicondylar width, intercondylar notch width, and posterior slope of the lateral tibial plateau. Study Design: Cross-sectional study; Level of evidence, 3. Methods: Knee MRI scans of 108 unique ACL-intact knees (19.7 ± 5.5 years, 62 women) were used to quantify the ACL signal intensity (normalized to cortical bone), ligament volume, mean cross-sectional area, and length. Independent t tests were used to compare the MRI-based ACL parameters between sexes. Univariate and multivariate linear regression analyses were used to investigate the associations between normalized signal intensity and size with age, activity levels, BMI, bicondylar width, notch width, and posterior slope of the lateral tibial plateau. Results: Compared with men, women had significantly smaller mean ACL volume (men vs women: 2028 ± 472 vs 1591 ± 405 mm3), cross-sectional area (49.4 ± 9.6 vs 41.5 ± 8.6 mm2), and length (40.8 ± 2.8 vs 38.1 ± 3.1 mm) (P < .001 for all), even after adjusting for BMI and bicondylar width. There was no difference in MRI signal intensity between men and women (1.15 ± 0.24 vs 1.12 ± 0.24, respectively; P = .555). BMI, bicondylar width, and intercondylar notch width were independently associated with a larger ACL (R2 > 0.16, P < .001). Younger age and steeper lateral tibial slope were independently associated with shorter ACL length (R2 > 0.03, P < .04). The combination of BMI and bicondylar width was predictive of ACL volume and mean cross-sectional area (R2 < 0.3). The combination of BMI, bicondylar width, and lateral tibial slope was predictive of ACL length (R2 = 0.39). Neither quantified patient characteristics nor anatomic variables were associated with signal intensity. Conclusion: Men had larger ACLs compared with women even after adjusting for BMI and knee size (bicondylar width). No sex difference was observed in signal intensity, suggesting no difference in tissue quality. The association of the intercondylar notch width and lateral tibial slope with ACL size suggests that the influence of these anatomic features on ACL injury risk may be partially explained by their effect on ACL size. Registration: NCT02292004 and NCT02664545 (ClinicalTrials.gov identifier).
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Affiliation(s)
- Samuel C Barnett
- Department of Orthopaedic Surgery and Sports Medicine, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Martha M Murray
- Department of Orthopaedic Surgery and Sports Medicine, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Sean W Flannery
- Department of Orthopaedics, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island, USA
| | | | - Danilo Menghini
- Department of Orthopaedic Surgery and Sports Medicine, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Braden C Fleming
- Department of Orthopaedics, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island, USA
| | - Ata M Kiapour
- Department of Orthopaedic Surgery and Sports Medicine, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Benedikt Proffen
- Department of Orthopaedic Surgery and Sports Medicine, Boston Children's Hospital, Boston, Massachusetts, USA.,Department of Orthopaedics, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island, USA.,Members of the BEAR Trial Team are listed in the Authors section at the end of this article.,Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Nicholas Sant
- Department of Orthopaedic Surgery and Sports Medicine, Boston Children's Hospital, Boston, Massachusetts, USA.,Department of Orthopaedics, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island, USA.,Members of the BEAR Trial Team are listed in the Authors section at the end of this article.,Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Gabriela Portilla
- Department of Orthopaedic Surgery and Sports Medicine, Boston Children's Hospital, Boston, Massachusetts, USA.,Department of Orthopaedics, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island, USA.,Members of the BEAR Trial Team are listed in the Authors section at the end of this article.,Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Ryan Sanborn
- Department of Orthopaedic Surgery and Sports Medicine, Boston Children's Hospital, Boston, Massachusetts, USA.,Department of Orthopaedics, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island, USA.,Members of the BEAR Trial Team are listed in the Authors section at the end of this article.,Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Christina Freiberger
- Department of Orthopaedic Surgery and Sports Medicine, Boston Children's Hospital, Boston, Massachusetts, USA.,Department of Orthopaedics, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island, USA.,Members of the BEAR Trial Team are listed in the Authors section at the end of this article.,Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Rachael Henderson
- Department of Orthopaedic Surgery and Sports Medicine, Boston Children's Hospital, Boston, Massachusetts, USA.,Department of Orthopaedics, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island, USA.,Members of the BEAR Trial Team are listed in the Authors section at the end of this article.,Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Kirsten Ecklund
- Department of Orthopaedic Surgery and Sports Medicine, Boston Children's Hospital, Boston, Massachusetts, USA.,Department of Orthopaedics, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island, USA.,Members of the BEAR Trial Team are listed in the Authors section at the end of this article.,Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Yi-Meng Yen
- Department of Orthopaedic Surgery and Sports Medicine, Boston Children's Hospital, Boston, Massachusetts, USA.,Department of Orthopaedics, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island, USA.,Members of the BEAR Trial Team are listed in the Authors section at the end of this article.,Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Dennis Kramer
- Department of Orthopaedic Surgery and Sports Medicine, Boston Children's Hospital, Boston, Massachusetts, USA.,Department of Orthopaedics, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island, USA.,Members of the BEAR Trial Team are listed in the Authors section at the end of this article.,Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Lyle Micheli
- Department of Orthopaedic Surgery and Sports Medicine, Boston Children's Hospital, Boston, Massachusetts, USA.,Department of Orthopaedics, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island, USA.,Members of the BEAR Trial Team are listed in the Authors section at the end of this article.,Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
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19
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Kon E, Di Matteo B, Altomare D, Iacono F, Kurpyakov A, Lychagin A, Timashev P, Kalinsky E, Lipina M. Biologic agents to optimize outcomes following ACL repair and reconstruction: A systematic review of clinical evidence. J Orthop Res 2022; 40:10-28. [PMID: 33586785 DOI: 10.1002/jor.25011] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Revised: 02/03/2021] [Accepted: 02/10/2021] [Indexed: 02/04/2023]
Abstract
Treatment options for anterior cruciate ligament (ACL) injuries have greatly developed over the past decades. Although reconstruction surgery is a concrete reality, stimulation of ACL healing through biological techniques could represent a revolutionary conservative approach. The use of biologic products, such as platelet-rich plasma (PRP) or mesenchymal stem cells (MSCs), to treat partial ruptures or to enhance ligamentization after reconstruction, could thoroughly improve clinical outcomes. The aim of the present paper is to systematically review the available literature on this topic, to (i) describe the current state of the art in available biologic techniques; (ii) clarify the outcomes of their application; (iii) identify areas needing further investigation and possible future development. A systematic review of the literature on the use of biologically active agents (PRP and MSCs) to enhance outcomes of ACL surgery was performed: 31 studies were included. Based on the ACL injury pattern, 6 papers investigated biologic agents in ACL partial tears whereas 25 papers in ACL reconstruction. Sixteen of twenty-five studies dealing with ACL reconstruction were randomized controlled trials, whereas only case series are available for partial ACL tears. Current evidence is still lacking sound data to support the use of biological agents: no clinical superiority has been described when using PRP in ACL reconstruction. Concerning ACL healing in partial tears, the application of PRP has led to encouraging outcomes, but these findings should be confirmed by appropriately designed RCTs.
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Affiliation(s)
- Elizaveta Kon
- IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy.,Department of Traumatology, Orthopaedics and Disaster Surgery, Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
| | - Berardo Di Matteo
- IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy.,Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Daniele Altomare
- IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy.,Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Francesco Iacono
- IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy.,Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Anton Kurpyakov
- Department of Traumatology, Orthopaedics and Disaster Surgery, Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
| | - Aleksey Lychagin
- Department of Traumatology, Orthopaedics and Disaster Surgery, Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
| | - Peter Timashev
- Institute for Regenerative Medicine, Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia.,Department of Polymers and Composites, N.N. Semenov Institute of Chemical Physics, Moscow, Russia.,Chemistry Department, Lomonosov Moscow State University, Moscow, Russia.,World-Class Research Center "Digital Biodesign and Personalized Healthcare," Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
| | - Eugene Kalinsky
- Department of Traumatology, Orthopaedics and Disaster Surgery, Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
| | - Marina Lipina
- Department of Traumatology, Orthopaedics and Disaster Surgery, Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
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20
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Flannery SW, Kiapour AM, Edgar DJ, Murray MM, Beveridge JE, Fleming BC. A transfer learning approach for automatic segmentation of the surgically treated anterior cruciate ligament. J Orthop Res 2022; 40:277-284. [PMID: 33458865 PMCID: PMC8285460 DOI: 10.1002/jor.24984] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Revised: 12/17/2020] [Accepted: 01/11/2021] [Indexed: 02/04/2023]
Abstract
Quantitative magnetic resonance imaging enables quantitative assessment of the healing anterior cruciate ligament or graft post-surgery, but its use is constrained by the need for time consuming manual image segmentation. The goal of this study was to validate a deep learning model for automatic segmentation of repaired and reconstructed anterior cruciate ligaments. We hypothesized that (1) a deep learning model would segment repaired ligaments and grafts with comparable anatomical similarity to intact ligaments, and (2) automatically derived quantitative features (i.e., signal intensity and volume) would not be significantly different from those obtained by manual segmentation. Constructive Interference in Steady State sequences were acquired of ACL repairs (n = 238) and grafts (n = 120). A previously validated model for intact ACLs was retrained on both surgical groups using transfer learning. Anatomical performance was measured with Dice coefficient, sensitivity, and precision. Quantitative features were compared to ground truth manual segmentation. Automatic segmentation of both surgical groups resulted in decreased anatomical performance compared to intact ACL automatic segmentation (repairs/grafts: Dice coefficient = .80/.78, precision = .79/.78, sensitivity = .82/.80), but neither decrease was statistically significant (Kruskal-Wallis: Dice coefficient p = .02, precision p = .09, sensitivity p = .17; Dunn post-hoc test for Dice coefficient: repairs/grafts p = .054/.051). There were no significant differences in quantitative features between the ground truth and automatic segmentation of repairs/grafts (0.82/2.7% signal intensity difference, p = .57/.26; 1.7/2.7% volume difference, p = .68/.72). The anatomical similarity performance and statistical similarities of quantitative features supports the use of this automated segmentation model in quantitative magnetic resonance imaging pipelines, which will accelerate research and provide a step towards clinical applicability.
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Affiliation(s)
- Sean W. Flannery
- Department of Orthopaedics, Warren Alpert Medical School of Brown University/Rhode Island Hospital, Providence, RI, USA
| | - Ata M. Kiapour
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
| | - David J. Edgar
- Department of Orthopaedics, Warren Alpert Medical School of Brown University/Rhode Island Hospital, Providence, RI, USA
| | - Martha M. Murray
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Jillian E. Beveridge
- Department of Orthopaedics, Warren Alpert Medical School of Brown University/Rhode Island Hospital, Providence, RI, USA,Department of Biomedical Engineering, Cleveland Clinic, Cleveland, OH, USA
| | - Braden C. Fleming
- Department of Orthopaedics, Warren Alpert Medical School of Brown University/Rhode Island Hospital, Providence, RI, USA
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21
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Kiapour AM, Flannery SW, Murray MM, Miller PE, Fleming BC, Sant N, Portilla G, Sanborn R, Freiberger C, Henderson R, Barnett S, Ecklund K, Yen YM, Kramer DE, Micheli LJ, Fleming BC. Regional Differences in Anterior Cruciate Ligament Signal Intensity After Surgical Treatment. Am J Sports Med 2021; 49:3833-3841. [PMID: 34668789 PMCID: PMC8829819 DOI: 10.1177/03635465211047554] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Magnetic resonance-based measurements of signal intensity have been used to track healing of surgically treated anterior cruciate ligaments (ACLs). However, it is unknown how the signal intensity values in different regions of the ligament or graft change during healing. HYPOTHESES (1) Normalized signal intensity of the healing graft or repaired ACL is heterogeneous; (2) temporal changes in normalized signal intensity values differ among the tibial, middle, and femoral regions; and (3) there are no differences in regional normalized signal intensity values 2 years postoperatively among grafts, repaired ACLs, and contralateral native ACLs. STUDY DESIGN Cohort study; Level of evidence, 2. METHODS Magnetic resonance imaging scans were analyzed from patients in a trial comparing ACL reconstruction (n = 35) with bridge-enhanced ACL repair (n = 65). The ACLs were segmented from images acquired at 6, 12, and 24 months postoperatively and were partitioned into 3 sections along the longitudinal axis (femoral, middle, and tibial). Linear mixed modeling was used to compare location-specific differences in normalized ligament signal intensity among time points (6, 12, and 24 months) and groups (ACL reconstruction, repair, and contralateral native ACL). RESULTS For grafts, the middle region had a higher mean normalized signal intensity when compared with the femoral region at all time points (P < .01) but compared with the tibial region only at 6 months (P < .01). For repaired ACLs, the middle region had a higher mean normalized signal intensity versus the femoral region at all time points (P < .01) but versus the tibial region only at 6 and 12 months (P < .04). From 6 to 24 months, the grafts showed the greatest reduction in normalized signal intensity in the femoral and middle regions (vs tibial regions; P < .01), while there were no regional differences in repaired ACLs. At 2 years after surgery, repaired ACLs had a lower normalized signal intensity in the tibial region as compared with reconstructed grafts and contralateral native ACLs (P < .01). CONCLUSION The results suggest that graft remodeling is location specific. Repaired ACLs were more homogeneous, with lower or comparable normalized signal intensity values at 2 years as compared with the contralateral native ACL and reconstructed grafts.
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Affiliation(s)
- Ata M. Kiapour
- Department of Orthopaedic Surgery and Sports Medicine, Boston Children’s Hospital, Harvard Medical School, Boston, MA 02115
| | - Sean W. Flannery
- Department of Orthopaedics, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence RI 02818
| | - Martha M. Murray
- Department of Orthopaedic Surgery and Sports Medicine, Boston Children’s Hospital, Harvard Medical School, Boston, MA 02115
| | - Patricia E. Miller
- Department of Orthopaedic Surgery and Sports Medicine, Boston Children’s Hospital, Harvard Medical School, Boston, MA 02115
| | | | - Braden C. Fleming
- Department of Orthopaedics, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence RI 02818
| | - Nicholas Sant
- Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Gabriela Portilla
- Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Ryan Sanborn
- Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Christina Freiberger
- Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Rachael Henderson
- Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Samuel Barnett
- Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Kirsten Ecklund
- Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Yi-Meng Yen
- Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Dennis E Kramer
- Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Lyle J Micheli
- Boston Children's Hospital Boston, Massachusetts, USA.,Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Braden C Fleming
- Department of Orthopaedics, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island, USA.,Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
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22
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Barnett SC, Murray MM, Badger GJ, Yen YM, Kramer DE, Sanborn R, Kiapour A, Proffen B, Sant N, Fleming BC, Micheli LJ. Earlier Resolution of Symptoms and Return of Function After Bridge-Enhanced Anterior Cruciate Ligament Repair As Compared With Anterior Cruciate Ligament Reconstruction. Orthop J Sports Med 2021; 9:23259671211052530. [PMID: 34778483 PMCID: PMC8581796 DOI: 10.1177/23259671211052530] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 06/09/2021] [Indexed: 01/09/2023] Open
Abstract
Background: Bridge-enhanced anterior cruciate ligament repair (BEAR) has noninferior
patient-reported outcomes when compared with autograft anterior cruciate
ligament reconstruction (ACLR) at 2 years. However, the comparison of BEAR
and autograft ACLR at earlier time points—including important outcomes such
as resolution of knee pain and symptoms, recovery of strength, and return to
sport—has not yet been reported. Hypothesis: It was hypothesized that the BEAR group would have higher outcomes on the
International Knee Documentation Committee and Knee injury and
Osteoarthritis Outcome Score, as well as improved muscle strength, in the
early postoperative period. Study Design: Randomized controlled trial; Level of evidence, 1. Methods: A total of 100 patients aged 13 to 35 years with complete midsubstance
anterior cruciate ligament injuries were randomized to receive a suture
repair augmented with an extracellular matrix implant (n = 65) or an
autograft ACLR (n = 35). Outcomes were assessed at time points up to 2 years
postoperatively. Mixed-model repeated-measures analyses were used to compare
BEAR and ACLR outcomes. Patients were unblinded after their 2-year
visit. Results: Repeated-measures testing revealed a significant effect of group on the
International Knee Documentation Committee Subjective Score
(P = .015), most pronounced at 6 months after surgery
(BEAR = 86 points vs ACLR = 78 points; P = .001). There was
a significant effect of group on the Knee injury and Osteoarthritis Outcome
Score-Symptoms subscale scores (P = .010), largely
attributed to the higher BEAR scores at the 1-year postoperative time point
(88 vs 82; P = .009). The effect of group on hamstring
strength was significant in the repeated-measures analysis
(P < .001), as well as at all postoperative time
points (P < .001 for all comparisons). At 1 year after
surgery, approximately 88% of the patients in the BEAR group and 76% of the
ACLR group had been cleared for return to sport (P =
.261). Conclusion: Patients undergoing the BEAR procedure had earlier resolution of symptoms and
increased satisfaction about their knee function, as well as improved
resolution of hamstring muscle strength throughout the 2-year follow-up
period. Registration: NCT02664545 (ClinicalTrials.gov identifier)
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Affiliation(s)
- Samuel C Barnett
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Martha M Murray
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children's Hospital, Boston, Massachusetts, USA
| | | | | | - Yi-Meng Yen
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Dennis E Kramer
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Ryan Sanborn
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children's Hospital, Boston, Massachusetts, USA.,University of Vermont, Burlington, Vermont, USA.,Members of the BEAR Trial Team are listed in the Authors section at the end of this article.,Investigation performed at Boston Children's Hospital, Boston, Massachusetts, USA
| | - Ata Kiapour
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children's Hospital, Boston, Massachusetts, USA.,University of Vermont, Burlington, Vermont, USA.,Members of the BEAR Trial Team are listed in the Authors section at the end of this article.,Investigation performed at Boston Children's Hospital, Boston, Massachusetts, USA
| | - Benedikt Proffen
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children's Hospital, Boston, Massachusetts, USA.,University of Vermont, Burlington, Vermont, USA.,Members of the BEAR Trial Team are listed in the Authors section at the end of this article.,Investigation performed at Boston Children's Hospital, Boston, Massachusetts, USA
| | - Nicholas Sant
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children's Hospital, Boston, Massachusetts, USA.,University of Vermont, Burlington, Vermont, USA.,Members of the BEAR Trial Team are listed in the Authors section at the end of this article.,Investigation performed at Boston Children's Hospital, Boston, Massachusetts, USA
| | - Braden C Fleming
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children's Hospital, Boston, Massachusetts, USA.,University of Vermont, Burlington, Vermont, USA.,Members of the BEAR Trial Team are listed in the Authors section at the end of this article.,Investigation performed at Boston Children's Hospital, Boston, Massachusetts, USA
| | - Lyle J Micheli
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children's Hospital, Boston, Massachusetts, USA.,University of Vermont, Burlington, Vermont, USA.,Members of the BEAR Trial Team are listed in the Authors section at the end of this article.,Investigation performed at Boston Children's Hospital, Boston, Massachusetts, USA
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23
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Murray MM. Optimizing outcomes of ACL surgery-Is autograft reconstruction the only reasonable option? J Orthop Res 2021; 39:1843-1850. [PMID: 34191344 PMCID: PMC8387392 DOI: 10.1002/jor.25128] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 06/25/2021] [Indexed: 02/04/2023]
Abstract
Anterior cruciate ligament (ACL) injuries occur at a high frequency in the United States with approximately 400,000 ACL reconstructions being performed each year. While ACL reconstruction is our current gold standard of treatment, it does not restore joint motion, or prevent the premature development of posttraumatic osteoarthritis (PTOA) in many patients. Thus, new treatments for an ACL injury, which are less invasive and minimize patient morbidity, including cartilage damage, are highly desirable. We have used a tissue-engineered approach to stimulate ligament healing, to improve upon current treatment options. In this review, we describe and discuss our work moving a tissue engineering strategy from the concept to bench, preclinical, clinical trials and ultimately FDA 510(k) de Novo approval, providing clinicians and patients with a viable alternative to ACL reconstruction.
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Affiliation(s)
- Martha M. Murray
- Department of Orthopaedic Surgery, Division of Sports Medicine, Boston Children's Hospital Harvard Medical School Boston Massachusetts USA
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24
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Vermeijden HD, van der List JP, O'Brien RJ, DiFelice GS. Primary Repair of Anterior Cruciate Ligament Injuries: Current Level of Evidence of Available Techniques. JBJS Rev 2021; 9:01874474-202105000-00001. [PMID: 33956672 DOI: 10.2106/jbjs.rvw.20.00174] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
» Recently, there has been a resurgence of interest in primary anterior cruciate ligament (ACL) repair that has the potential to preserve native tissue using a more minimally invasive approach. Multiple repair techniques for different tear types have been reported over the last decade. » From a healing perspective, proximal tears can be reapproximated directly to the femoral wall because they have better intrinsic healing capacity than midsubstance tears. These procedures can be classified further as direct suture repair with or without static or dynamic augmentation. Current evidence does not support direct repair of midsubstance tears because of their limited healing capacity. In many instances, biological augmentation is needed to enhance the healing potential of the ACL. » While ACL repair is certainly not an effective surgical approach for all tears or in all patients, this procedure can be an effective and less morbid alternative to ACL reconstruction in carefully selected patients. » The overall current reported level of evidence of published studies has ranged from low to moderate, and thus there is a need for higher-quality, comparative studies in which outcomes of larger patient groups are compared with the current gold standard of ACL reconstruction.
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Affiliation(s)
- Harmen D Vermeijden
- Orthopaedic Trauma Service, Department of Orthopaedic Surgery, Hospital for Special Surgery, New York-Presbyterian, Weill Medical College of Cornell University, New York, NY
| | - Jelle P van der List
- Department of Orthopaedic Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
| | - Robert J O'Brien
- Orthopaedic Trauma Service, Department of Orthopaedic Surgery, Hospital for Special Surgery, New York-Presbyterian, Weill Medical College of Cornell University, New York, NY
| | - Gregory S DiFelice
- Orthopaedic Trauma Service, Department of Orthopaedic Surgery, Hospital for Special Surgery, New York-Presbyterian, Weill Medical College of Cornell University, New York, NY
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25
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Flannery SW, Kiapour AM, Edgar DJ, Murray MM, Fleming BC. Automated magnetic resonance image segmentation of the anterior cruciate ligament. J Orthop Res 2021; 39:831-840. [PMID: 33241856 PMCID: PMC8005419 DOI: 10.1002/jor.24926] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 10/27/2020] [Accepted: 11/19/2020] [Indexed: 02/04/2023]
Abstract
The objective of this study was to develop an automated segmentation method for the anterior cruciate ligament that is capable of facilitating quantitative assessments of the ligament in clinical and research settings. A modified U-Net fully convolutional network model was trained, validated, and tested on 246 Constructive Interference in Steady State magnetic resonance images of intact anterior cruciate ligaments. Overall model performance was assessed on the image set relative to an experienced (>5 years) "ground truth" segmenter in two domains: anatomical similarity and the accuracy of quantitative measurements (i.e., signal intensity and volume) obtained from the automated segmentation. To establish model reliability relative to manual segmentation, a subset of the imaging data was resegmented by the ground truth segmenter and two additional segmenters (A, 6 months and B, 2 years of experience), with their performance evaluated relative to the ground truth. The final model scored well on anatomical performance metrics (Dice coefficient = 0.84, precision = 0.82, and sensitivity = 0.85). The median signal intensities and volumes of the automated segmentations were not significantly different from ground truth (0.3% difference, p = .9; 2.3% difference, p = .08, respectively). When the model results were compared with the independent segmenters, the model predictions demonstrated greater median Dice coefficient (A = 0.73, p = .001; B = 0.77, p = NS) and sensitivity (A = 0.68, p = .001; B = 0.72, p = .003). The model performed equivalently well to retest segmentation by the ground truth segmenter on all measures. The quantitative measures extracted from the automated segmentation model did not differ from those of manual segmentation, enabling their use in quantitative magnetic resonance imaging pipelines to evaluate the anterior cruciate ligament.
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Affiliation(s)
- Sean W. Flannery
- Center for Biomedical Engineering, Brown University,
Providence, RI,Department of Orthopaedics, Warren Alpert Medical School of
Brown University/Rhode Island Hospital, Providence, RI
| | - Ata M. Kiapour
- Department of Orthopaedic Surgery, Boston Children’s
Hospital, Harvard Medical School, Boston, MA
| | - David J. Edgar
- Center for Biomedical Engineering, Brown University,
Providence, RI,Department of Orthopaedics, Warren Alpert Medical School of
Brown University/Rhode Island Hospital, Providence, RI
| | - Martha M. Murray
- Department of Orthopaedic Surgery, Boston Children’s
Hospital, Harvard Medical School, Boston, MA
| | - Braden C. Fleming
- Center for Biomedical Engineering, Brown University,
Providence, RI,Department of Orthopaedics, Warren Alpert Medical School of
Brown University/Rhode Island Hospital, Providence, RI
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26
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Locke RC, Ford EM, Silbernagel KG, Kloxin AM, Killian ML. Success Criteria and Preclinical Testing of Multifunctional Hydrogels for Tendon Regeneration. Tissue Eng Part C Methods 2020; 26:506-518. [PMID: 32988293 PMCID: PMC7869878 DOI: 10.1089/ten.tec.2020.0199] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Accepted: 09/20/2020] [Indexed: 12/16/2022] Open
Abstract
Tendon injuries are difficult to heal, in part, because intrinsic tendon healing, which is dominated by scar tissue formation, does not effectively regenerate the native structure and function of healthy tendon. Further, many current treatment strategies also fall short of producing regenerated tendon with the native properties of healthy tendon. There is increasing interest in the use of cell-instructive strategies to limit the intrinsic fibrotic response following injury and improve the regenerative capacity of tendon in vivo. We have established multifunctional, cell-instructive hydrogels for treating injured tendon that afford tunable control over the biomechanical, biochemical, and structural properties of the cell microenvironment. Specifically, we incorporated integrin-binding domains (RGDS) and assembled multifunctional collagen mimetic peptides that enable cell adhesion and elongation of stem cells within synthetic hydrogels of designed biomechanical properties and evaluated these materials using targeted success criteria developed for testing in mechanically demanding environments such as tendon healing. The in vitro and in situ success criteria were determined based on systematic reviews of the most commonly reported outcome measures of hydrogels for tendon repair and established standards for testing of biomaterials. We then showed, using validation experiments, that multifunctional and synthetic hydrogels meet these criteria. Specifically, these hydrogels have mechanical properties comparable to developing tendon; are noncytotoxic both in two-dimensional bolus exposure (hydrogel components) and three-dimensional encapsulation (full hydrogel); are formed, retained, and visualized within tendon defects over time (2-weeks); and provide mechanical support to tendon defects at the time of in situ gel crosslinking. Ultimately, the in vitro and in situ success criteria evaluated in this study were designed for preclinical research to rigorously test the potential to achieve successful tendon repair before in vivo testing and indicate the promise of multifunctional and synthetic hydrogels for continued translation. Impact statement Tendon healing results in a weak scar that forms due to poor cell-mediated repair of the injured tissue. Treatments that tailor the instructions experienced by cells during healing afford opportunities to regenerate the healthy tendon. Engineered cell-instructive cues, including the biomechanical, biochemical, and structural properties of the cell microenvironment, within multifunctional synthetic hydrogels are promising therapeutic strategies for tissue regeneration. In this article, the preclinical efficacy of multifunctional synthetic hydrogels for tendon repair is tested against rigorous in vitro and in situ success criteria. This study indicates the promise for continued preclinical translation of synthetic hydrogels for tissue regeneration.
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Affiliation(s)
- Ryan C. Locke
- Department of Biomedical Engineering, University of Delaware, Newark, Delaware, USA
| | - Eden M. Ford
- Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, Delaware, USA
| | | | - April M. Kloxin
- Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, Delaware, USA
- Department of Materials Science and Engineering, University of Delaware, Newark, Delaware, USA
| | - Megan L. Killian
- Department of Biomedical Engineering, University of Delaware, Newark, Delaware, USA
- Department of Orthopaedic Surgery, University of Michigan Medical School, Ann Arbor, Michigan, USA
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27
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Ferretti A, Monaco E, Annibaldi A, Carrozzo A, Bruschi M, Argento G, DiFelice GS. The healing potential of an acutely repaired ACL: a sequential MRI study. J Orthop Traumatol 2020; 21:14. [PMID: 32869122 PMCID: PMC7459035 DOI: 10.1186/s10195-020-00553-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Accepted: 07/27/2020] [Indexed: 01/14/2023] Open
Abstract
Background Recently, there has been renewed interest in primary anterior cruciate ligament (ACL) repair. The aim of this study is to report early clinical and radiological results of a consecutive series of acute ACL tears treated with arthroscopic primary ACL repair within 14 days from injury. Patients and methods A consecutive series of patients with acute ACL tears were prospectively included in the study. Based on MRI appearance, ACL tears were classified into five types, and tissue quality was graded as good, fair, and poor. Patients with type I, II, and III tears and at least 50% of ACL tibial remnant intact with good tissue quality were ultimately included. Clinical outcomes were measured using the Tegner Lysholm Knee Scoring Scale (TLKSS), the Knee Injury and Osteoarthritis Outcome Score (KOOS), subjective and objective International Knee Documentation Committee (IKDC) scores, and KT-1000. Patients were also followed up with MRI evaluations at 1, 3, and 6 months postoperatively. ACL appearance was graded based on morphology (normal or abnormal) and signal intensity (isointense, intermediate, and hyperintense). Results The mean TLKSS was 98.1, the mean subjective IKDC was 97.6, and the mean KOOS was 98.2. The objective IKDC score was A in eight of ten patients and B in two patients. KT-1000 measurements showed a maximum manual side-to-side difference of less than 2 mm in eight of ten patients, whereas two patients showed a difference of 3 mm. The morphology of the repaired ACL was normal (grade 1) at 1 month follow-up in ten of ten cases, and this appearance persisted at 3 and 6 months postoperatively. The signal intensity at 1 month postoperatively was graded as isointense (grade 1) in four of ten patients, intermediate (grade 2) in five of ten patients, and hyperintense (grade 3) in one of ten patients. At both 3 and 6 months postoperatively, the signal intensity was graded as isointense (grade 1) in nine of ten patients and intermediate (grade 2) in one of ten patients. Conclusions Arthroscopic primary ACL repair performed acutely in a carefully selected group of patients with proximal ACL tears and good tissue quality showed good early clinical and radiological results. Level of evidence Level 4.
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Affiliation(s)
- Andrea Ferretti
- Orthopaedic Unit and Kirk Kilgour Sports Injury Centre, S. Andrea Hospital, University of Rome La Sapienza, Rome, Italy
| | - Edoardo Monaco
- Orthopaedic Unit and Kirk Kilgour Sports Injury Centre, S. Andrea Hospital, University of Rome La Sapienza, Rome, Italy
| | - Alessandro Annibaldi
- Orthopaedic Unit and Kirk Kilgour Sports Injury Centre, S. Andrea Hospital, University of Rome La Sapienza, Rome, Italy.
| | - Alessandro Carrozzo
- Orthopaedic Unit and Kirk Kilgour Sports Injury Centre, S. Andrea Hospital, University of Rome La Sapienza, Rome, Italy
| | - Mattia Bruschi
- Orthopaedic Unit and Kirk Kilgour Sports Injury Centre, S. Andrea Hospital, University of Rome La Sapienza, Rome, Italy
| | - Giuseppe Argento
- Department of Radiology, S. Andrea Hospital, University of Rome La Sapienza, Rome, Italy
| | - Gregory S DiFelice
- Hospital for Special Surgery/Weill Cornell Medical Center, New York, NY, USA
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28
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Freiberger C, Kiapour AM, Liu S, Henderson RN, Barnett S, Sant NJ, Proffen BL, Fleming BC, Ecklund K, Kramer DE, Micheli LJ, Murray MM, Yen YM. Higher Physiologic Platelet Counts in Whole Blood Are Not Associated With Improved ACL Cross-sectional Area or Signal Intensity 6 Months After Bridge-Enhanced ACL Repair. Orthop J Sports Med 2020; 8:2325967120927655. [PMID: 32656289 PMCID: PMC7331772 DOI: 10.1177/2325967120927655] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Accepted: 02/21/2020] [Indexed: 01/08/2023] Open
Abstract
Background: A bridge-enhanced anterior cruciate ligament (ACL) repair (BEAR) procedure places an extracellular matrix implant, combined with autologous whole blood, in the gap between the torn ends of the ligament at the time of suture repair to stimulate healing. Prior studies have suggested that white blood cell (WBC) and platelet concentrations significantly affect the healing of other musculoskeletal tissues. Purpose/Hypothesis: The purpose of this study was to determine whether concentrations of various blood cell types placed into a bridging extracellular matrix implant at the time of ACL repair would have a significant effect on the healing ligament cross-sectional area or tissue organization (as measured by signal intensity). We hypothesized that patients with higher physiologic platelet and lower WBC counts would have improved healing of the ACL on magnetic resonance imaging (MRI) (higher cross-sectional area and/or lower signal intensity) 6 months after surgery. Study Design: Cohort study; Level of evidence, 2. Methods: A total of 61 patients underwent MRI at 6 months after bridge-enhanced ACL repair as part of the BEAR II trial. The normalized signal intensity and average cross-sectional area of the healing ligament were measured from a magnetic resonance stack obtained using a gradient echo sequence. The results were stratified by sex, and univariate and multivariate regression analyses determined significant correlations between blood cell concentrations on these 2 magnetic resonance parameters. Results: In unadjusted analyses, older age and male sex were associated with greater healing ligament cross-sectional area (P < .04) but not signal intensity (P > .15). Adjusted multivariable analyses indicated that in female patients, a higher monocyte concentration correlated with a higher ACL cross-sectional area (β = 1.01; P = .049). All other factors measured, including the physiologic concentration of platelets, neutrophils, lymphocytes, basophils, and immunoglobulin against bovine gelatin, were not significantly associated with either magnetic resonance parameter in either sex (P > .05 for all). Conclusion: Although older age, male sex, and monocyte concentration in female patients were associated with greater healing ligament cross-sectional area, signal intensity of the healing ligament was independent of these factors. Physiologic platelet concentration did not have any significant effect on cross-sectional area or signal intensity of the healing ACL at 6 months after bridge-enhanced ACL repair in this cohort. Given these findings, factors other than the physiologic platelet concentration and total WBC concentration may be more important in the rate and amount of ACL healing after bridge-enhanced ACL repair.
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Affiliation(s)
- Christina Freiberger
- Investigation performed at Boston Children's Hospital, Boston, Massachusetts, USA
| | - Ata M Kiapour
- Investigation performed at Boston Children's Hospital, Boston, Massachusetts, USA
| | - Shanshan Liu
- Investigation performed at Boston Children's Hospital, Boston, Massachusetts, USA
| | | | - Rachael N Henderson
- Investigation performed at Boston Children's Hospital, Boston, Massachusetts, USA
| | - Samuel Barnett
- Investigation performed at Boston Children's Hospital, Boston, Massachusetts, USA
| | - Nicholas J Sant
- Investigation performed at Boston Children's Hospital, Boston, Massachusetts, USA
| | - Benedikt L Proffen
- Investigation performed at Boston Children's Hospital, Boston, Massachusetts, USA
| | - Braden C Fleming
- Investigation performed at Boston Children's Hospital, Boston, Massachusetts, USA
| | - Kirsten Ecklund
- Investigation performed at Boston Children's Hospital, Boston, Massachusetts, USA
| | - Dennis E Kramer
- Investigation performed at Boston Children's Hospital, Boston, Massachusetts, USA
| | - Lyle J Micheli
- Investigation performed at Boston Children's Hospital, Boston, Massachusetts, USA
| | - Martha M Murray
- Investigation performed at Boston Children's Hospital, Boston, Massachusetts, USA
| | - Yi-Meng Yen
- Investigation performed at Boston Children's Hospital, Boston, Massachusetts, USA
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29
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Barnett S, Badger GJ, Kiapour A, Yen YM, Henderson R, Freiberger C, Proffen B, Sant N, Trainor B, Fleming BC, Micheli LJ, Murray MM, Kramer DE. Females Have Earlier Muscle Strength and Functional Recovery After Bridge-Enhanced Anterior Cruciate Ligament Repair. Tissue Eng Part A 2020; 26:702-711. [PMID: 32589515 DOI: 10.1089/ten.tea.2020.0057] [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: 12/22/2022] Open
Abstract
Background: While a sex effect on outcomes following anterior cruciate ligament (ACL) reconstruction surgery has been previously documented, less is known following bridge-enhanced ACL repair (BEAR). We hypothesized that female sex would have significantly worse early functional outcomes and higher retear rates following primary repair of the ACL enhanced with a tissue-engineered scaffold. Methods: Sixty-five patients (28 males and 37 females), age 14-35 with a complete ACL tear underwent primary repair of the ACL enhanced with a tissue-engineered scaffold (bridge-enhanced ACL repair) within 45 days of injury. International Knee Documentation Committee (IKDC) and Knee Injury and Osteoarthritis Outcome (KOOS) scores, as well as instrumented anteroposterior (AP) laxity through KT-1000 testing and functional outcome measures were obtained at time points up to 2 years postoperatively and compared between males and females using mixed model repeated measures analyses and chi square tests. Results: There was no significant sex difference on the postoperative IKDC Subjective Score at 3, 6, 12, or 24 months or any of the five KOOS scores at 12 and 24 months. Instrumented AP laxity testing demonstrated mean (standard deviation) side-to-side differences that were similar in the two sexes at 2 years; 1.7 (2.7) mm and 1.5 (3.7) mm in females and males, respectively, p = 0.72. At 6 months postoperatively, males had a larger deficit in hamstring strength on the operated leg (14.0% vs. 1.7%; p = 0.03) and a larger deficit in quadriceps strength on the operated leg (11.3% vs. 2.0%; p = 0.004); however, no sex difference was noted at 12 or 24 months. Females demonstrated superior single leg hop testing at 6 and 12 months ([91.3% vs. 78.1%, p = 0.001], [96.9% vs. 87.0%, p = 0.01] respectively). There were no significant sex differences on ipsilateral (males; 14.3% vs. females; 13.9%, p = 1.00) or contralateral (males; 3.6% vs. females; 2.8%, p = 1.00) ACL reinjury rates. Conclusions: Female subjects had better hamstring and quadriceps strength indices at 6 months than males as well as better hop test results at the 6 and 12-month time period. Despite this, there was no significant sex difference on patient-reported outcomes and objective AP laxity testing at time points up to 2 years postoperatively. Impact statement This is the first study comparing sex specific outcomes following the bridge-enhanced ACL repair technique (BEAR). The results of this study suggest that females have earlier recovery of both muscle strength and functional outcomes compared to their male counterparts. This is an important finding when considering future modifications to postoperative care and rehabilitation in females and males following this tissue-engineered BEAR technique.
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Affiliation(s)
- Samuel Barnett
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Gary J Badger
- Department of Medical Biostatistics, University of Vermont, Burlington, Vermont, USA
| | - Ata Kiapour
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Yi-Meng Yen
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Rachael Henderson
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Christina Freiberger
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Benedikt Proffen
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Nicholas Sant
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Bethany Trainor
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Braden C Fleming
- Department of Orthopedics, Bioengineering Labs, Warren Alpert Medical School of Brown University/Rhode Island Hospital, Providence, Rhode Island, USA
| | - Lyle J Micheli
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Martha M Murray
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Dennis E Kramer
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
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30
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Barnett S, Murray MM, Liu S, Micheli LJ. Resolution of Pain and Predictors of Postoperative Opioid use after Bridge-Enhanced Anterior Cruciate Ligament Repair and Anterior Cruciate Ligament Reconstruction. Arthrosc Sports Med Rehabil 2020; 2:e219-e228. [PMID: 32548587 PMCID: PMC7283945 DOI: 10.1016/j.asmr.2020.02.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2019] [Accepted: 02/12/2020] [Indexed: 01/08/2023] Open
Abstract
Purpose To compare postoperative pain scores and opioid use between patients undergoing a standard arthroscopic anterior cruciate ligament reconstruction (ACLR) using hamstring autograft with those undergoing a suture repair augmented with an extracellular matrix scaffold (bridge-enhanced ACL repair) performed through an arthrotomy and to determine factors predictive of postoperative opioid use and levels of overprescription. Methods A nonrandomized controlled trial was conducted with 20 patients (10 ACLR, 10 bridge-enhanced ACL repair), aged 18 to 35 years. All surgeries were performed by a single surgeon. A pain medication log was provided to patients on discharge. No regional anesthesia was performed. Pain scores via a visual analog pain scale were recorded at each visit. Correlations between preoperative and intraoperative characteristics and postoperative opioid use were determined. Results The total morphine-equivalent dose ranged from 30 to 309 mg (4-42 pills oxycodone) for the ACLR group and 75 to 254 mg (10-34 pills oxycodone) for the bridge-enhanced ACL repair group. The average opioid use per day was 35.8 mg for the patients undergoing bridge-enhanced ACL repair and 44.2 mg for patients undergoing ACLR (P = .29). Pain scores at time points up to 2 years postoperatively were not significantly different between the 2 groups. Across both groups, the average oversupply of oxycodone was 46 pills per patient, a greater than 70% unused opiate rate. Preoperative body mass index and preoperative Knee Injury and Osteoarthritis Outcome Scores pain score were predictive of greater postoperative opioid use per day, whereas age, concurrent meniscal repair, and operative time were not. Conclusions Total overall opiate intake was not different between the patients undergoing bridge-enhanced ACL repair through an arthrotomy and those undergoing arthroscopic ACLR. Both groups had similar pain scores from 2 weeks to 2 years postoperatively. Greater body mass index and greater preoperative pain (lower Knee Injury and Osteoarthritis Outcome Scores pain score) correlated with greater postoperative opioid use per day. There was an overprescription of opioids across all patients. Level of Evidence Level III, case control study (therapeutic).
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Affiliation(s)
- Samuel Barnett
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children's Hospital Boston, Massachusetts, U.S.A
| | - Martha M Murray
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children's Hospital Boston, Massachusetts, U.S.A
| | - Shanshan Liu
- Institutional Centers for Clinical and Translational Research, Boston Children's Hospital Boston, Massachusetts, U.S.A
| | | | - Lyle J Micheli
- Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children's Hospital Boston, Massachusetts, U.S.A
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31
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Murray MM, Fleming BC, Badger GJ, Freiberger C, Henderson R, Barnett S, Kiapour A, Ecklund K, Proffen B, Sant N, Kramer DE, Micheli LJ, Yen YM. Bridge-Enhanced Anterior Cruciate Ligament Repair Is Not Inferior to Autograft Anterior Cruciate Ligament Reconstruction at 2 Years: Results of a Prospective Randomized Clinical Trial. Am J Sports Med 2020; 48:1305-1315. [PMID: 32298131 PMCID: PMC7227128 DOI: 10.1177/0363546520913532] [Citation(s) in RCA: 110] [Impact Index Per Article: 27.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Preclinical studies suggest that for complete midsubstance anterior cruciate ligament (ACL) injuries, a suture repair of the ACL augmented with a protein implant placed in the gap between the torn ends (bridge-enhanced ACL repair [BEAR]) may be a viable alternative to ACL reconstruction (ACLR). HYPOTHESIS We hypothesized that patients treated with BEAR would have a noninferior patient-reported outcomes (International Knee Documentation Committee [IKDC] Subjective Score; prespecified noninferiority margin, -11.5 points) and instrumented anteroposterior (AP) knee laxity (prespecified noninferiority margin, +2-mm side-to-side difference) and superior muscle strength at 2 years after surgery when compared with patients who underwent ACLR with autograft. STUDY DESIGN Randomized controlled trial; Level of evidence, 1. METHODS One hundred patients (median age, 17 years; median preoperative Marx activity score, 16) with complete midsubstance ACL injuries were enrolled and underwent surgery within 45 days of injury. Patients were randomly assigned to receive either BEAR (n = 65) or autograft ACLR (n = 35 [33 with quadrupled semitendinosus-gracilis and 2 with bone-patellar tendon-bone]). Outcomes-including the IKDC Subjective Score, the side-to-side difference in instrumented AP knee laxity, and muscle strength-were assessed at 2 years by an independent examiner blinded to the procedure. Patients were unblinded after their 2-year visit. RESULTS In total, 96% of the patients returned for 2-year follow-up. Noninferiority criteria were met for both the IKDC Subjective Score (BEAR, 88.9 points; ACLR, 84.8 points; mean difference, 4.1 points [95% CI, -1.5 to 9.7]) and the side-to-side difference in AP knee laxity (BEAR, 1.61 mm; ACLR, 1.77 mm; mean difference, -0.15 mm [95% CI, -1.48 to 1.17]). The BEAR group had a significantly higher mean hamstring muscle strength index than the ACLR group at 2 years (98.2% vs 63.2%; P < .001). In addition, 14% of the BEAR group and 6% of the ACLR group had a reinjury that required a second ipsilateral ACL surgical procedure (P = .32). Furthermore, the 8 patients who converted from BEAR to ACLR in the study period and returned for the 2-year postoperative visit had similar primary outcomes to patients who had a single ipsilateral ACL procedure. CONCLUSION BEAR resulted in noninferior patient-reported outcomes and AP knee laxity and superior hamstring muscle strength when compared with autograft ACLR at 2-year follow-up in a young and active cohort. These promising results suggest that longer-term studies of this technique are justified. REGISTRATION NCT02664545 (ClinicalTrials.gov identifier).
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Affiliation(s)
- Martha M. Murray
- Martha M. Murray, MD, Division of Sports Medicine, Department of Orthopaedic Surgery, Boston Children’s Hospital, 300 Longwood Ave, Hunnewell 2, Boston, MA 02115, USA ()
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32
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Hannafin JA. Editorial Commentary: Anterior Cruciate Ligament Repair Revisited … Do We Need A Paradigm Shift? Arthroscopy 2019; 35:3328-3329. [PMID: 31785766 DOI: 10.1016/j.arthro.2019.09.019] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2019] [Revised: 09/08/2019] [Accepted: 09/11/2019] [Indexed: 02/02/2023]
Abstract
This commentary discusses a brief history of anterior cruciate ligament (ACL) repair using a variety of techniques, including open primary repair, arthroscopic repair, and bridge-enhanced ACL repair. Concerns are raised about the current reported outcomes of primary ACL repair. There is a need for controlled prospective studies that assess the structural integrity of the repaired ligament using modern imaging techniques, physical examination, and KT-1000 testing. Caution should be used when interpreting published studies that rely solely on patient-reported outcome measures.
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