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Childers JT, Lack BT, Mowers CC, Haff CW, S Berreta R, Jackson GR, Knapik DM, Nuelle CW, DeFroda SF. Substantial Variability Exists in Reporting Clinically Significant Outcome Measure Thresholds for Arthroscopic Anterior Cruciate Ligament Reconstruction: A Systematic Review. Arthroscopy 2025:S0749-8063(25)00041-6. [PMID: 39892434 DOI: 10.1016/j.arthro.2025.01.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2024] [Revised: 12/18/2024] [Accepted: 01/09/2025] [Indexed: 02/03/2025]
Abstract
PURPOSE To systematically review the reporting of clinically significant outcome measure (CSO) thresholds and methods for calculating thresholds following anterior cruciate ligament (ACL) reconstruction. METHODS A systematic review of PubMed, Embase, and Web of Science databases was conducted to identify articles that met inclusion criteria from January 1, 2015, to July 7, 2024. Inclusion criteria included studies reporting CSO thresholds including minimal clinically important difference (MCID), substantial clinical benefit (SCB), or patient acceptable symptomatic state (PASS) for patients following ACL reconstruction with minimum 12-month follow-up. The MINORS criteria was used to assess study quality. Study demographics, patient-reported outcome measures (PROMs), CSO thresholds, and method of CSO calculation were collected. RESULTS A total of 56 studies (n=52,292 patients) met the final inclusion criteria. Reported PROMs included International Knee Documentation Committee (IKDC) (n=35 studies), Knee Injury and Osteoarthritis Outcome score (KOOS) (n=33 studies), Tegner (n=20 studies) and Lysholm (n=19 studies) scores. The PASS was reported in 35 studies, MCID in 30, and SCB in 4. Among the studies that reported PASS, the most used threshold calculation was the ROC-Youden index (71.4%, n=25/35). In the studies reporting MCID, the most used threshold calculation was the 0.5 standard deviation (SD) of mean change method (36.7%, n=11/30). The most reported threshold calculation among the SCB studies was the ROC curve analysis (75%, n=3/4). In studies independently calculating CSOs, the most common methods were 0.5 standard deviations (SD) of mean change for MCID (50%, n=10/20), the ROC-Youden index for PASS (73.3%, n=11/15), and ROC curve analysis (75.0%, n=3/4) for SCB. Descriptions of anchor questions were reported in 22 studies (39.3%). CONCLUSION Substantial variability exists in the reporting and calculation of MCID, SCB, and PASS for various PROMs following ACL reconstruction.
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Affiliation(s)
- Justin T Childers
- Charles E. Schmidt College of Medicine, Florida Atlantic University, Boca Raton, FL
| | - Benjamin T Lack
- Charles E. Schmidt College of Medicine, Florida Atlantic University, Boca Raton, FL
| | | | - Christopher W Haff
- Charles E. Schmidt College of Medicine, Florida Atlantic University, Boca Raton, FL
| | | | - Garrett R Jackson
- Department of Orthopaedic Surgery, University of Missouri, Columbia, MO.
| | - Derrick M Knapik
- Department of Orthopaedic Surgery, Washington University and Barnes-Jewish Orthopedic Center
| | - Clayton W Nuelle
- Department of Orthopaedic Surgery, University of Missouri, Columbia, MO
| | - Steven F DeFroda
- Department of Orthopaedic Surgery, University of Missouri, Columbia, MO
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Gill VS, Tummala SV, Sullivan G, Han W, Haglin JM, Marks L, Tokish JM. Functional Return-to-Sport Testing Demonstrates Inconsistency in Predicting Short-Term Outcomes Following Anterior Cruciate Ligament Reconstruction: A Systematic Review. Arthroscopy 2024; 40:2135-2151.e2. [PMID: 38216071 DOI: 10.1016/j.arthro.2023.12.032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Revised: 11/26/2023] [Accepted: 12/17/2023] [Indexed: 01/14/2024]
Abstract
PURPOSE To systematically review the relationship between functional testing at the time of return to sport (RTS) and short-term outcomes, such as second anterior cruciate ligament (ACL) tear and return to a preinjury level of sport, among athletes who underwent anterior cruciate ligament reconstruction (ACLR). METHODS A systematic literature search was performed in MEDLINE, EMBASE, Scopus, and Web of Science to identify studies examining athletes who underwent functional RTS testing and were followed for at least 12 months following ACLR. Studies were screened by 2 reviewers. A standardized template was used to extract information regarding study characteristics, ACLR information, functional test results, and risk factors associated with retear or reduced RTS. RESULTS Of the 937 studies identified, 22 met the inclusion criteria. The average time between ACLR and RTS testing was 8.5 months. Single leg hop for distance performance had no association with retear risk in any study and no association with RTS rates in most studies. Quadriceps strength had conflicting results in relation to retear risk, whereas it had no relationship with RTS rates. Rates of reinjury and RTS were similar between patients who passed and did not pass combined hop and strength batteries. Asymmetric knee extension and hip moments, along with increased knee valgus and knee flexion angles, demonstrated increased risk of retear. CONCLUSIONS Individual hop and strength tests that are often used in RTS protocols following ACLR may have limited and inconsistent value in predicting ACL reinjury and reduced RTS when used in isolation. Combined hop and strength test batteries also demonstrate low sensitivity and negative predictive value, highlighting conflicting evidence to suggest RTS testing algorithm superiority. LEVEL OF EVIDENCE Level IV, systematic review of Level I-IV studies.
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Affiliation(s)
- Vikram S Gill
- Mayo Clinic Alix School of Medicine, Scottsdale, Arizona, U.S.A..
| | | | | | - Will Han
- Mayo Clinic Alix School of Medicine, Scottsdale, Arizona, U.S.A
| | - Jack M Haglin
- Department of Orthopedic Surgery, Mayo Clinic, Arizona, U.S.A
| | - Lisa Marks
- Division of Education, Department of Library Services, Mayo Clinic, Arizona, U.S.A
| | - John M Tokish
- Department of Orthopedic Surgery, Mayo Clinic, Arizona, U.S.A
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Nyland J, Tomberlin C, Brey J, Carter S. Global knee function rating more strongly influences adolescent athletes that sustain a sports-related surgical ACL re-injury or contralateral ACL injury. Knee Surg Sports Traumatol Arthrosc 2024; 32:599-607. [PMID: 38419433 DOI: 10.1002/ksa.12072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 01/12/2024] [Accepted: 01/19/2024] [Indexed: 03/02/2024]
Abstract
PURPOSE This study evaluated differences between adolescent athletes who sustained a surgical anterior cruciate ligament (ACL) re-injury, or contralateral ACL injury following return to sports bridge programme participation (Group 1) compared to those that did not (Group 2). METHODS At 19.9 ± 7 years of age, 198 athletes participated in this study. Groups were compared for time postsurgery, preprogramme and postprogramme Knee Outcome Survey Sports Activity Scale (KOS-SAS) and global rating of knee function (GRKF) during sports activities, postprogramme lower extremity physical function test performance and perceived sports performance compared to preinjury level. RESULTS By 6.0 ± 3.2 years postsurgery, 11 (5.6%) sustained another ACL injury. Group 1 was younger (17.3 ± 1.7 years vs. 20.1 ± 6.8 years, p < 0.001). Postprogramme re-evaluation revealed that Group 1 had a greater GRKF compared to their programme initiation GRKF than Group 2 (32.6 ± 38 vs. 20.0 ± 23, p = 0.04). Group 1 also had a greater mean preprogramme to postprogramme GRKF change than Group 2 (51.3 ± 31 vs. 35.5 ± 21, p = 0.02) (effect size = 0.73). More Group 1 subjects also had a GRKF difference that exceeded the overall mean than Group 2 (p = 0.04). Group 1 had moderately strong relationships between preprogramme and postprogramme GRKF score change and the postprogramme GRKF score (r = 0.65, p = 0.04) and between preprogramme and postprogramme KOS-SAS score change and postprogramme GRKF score (r = 0.60, p = 0.04). CONCLUSION Global rating scores had a stronger influence among adolescent athletes that sustained either surgical ACL re-injury or contralateral ACL injury. Since group physical function and neuromuscular control factors were similar, clinicians need to increase their awareness and understanding of other factors that may influence surgical ACL re-injury or contralateral ACL injury risk. LEVEL OF EVIDENCE Level III, retrospective cohort study.
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Affiliation(s)
- John Nyland
- Norton Orthopaedic Institute, Norton Healthcare, Louisville, Kentucky, USA
- Department of Orthopaedic Surgery, University of Louisville, Louisville, Kentucky, USA
| | - Colson Tomberlin
- Norton Orthopaedic Institute, Norton Healthcare, Louisville, Kentucky, USA
| | - Jennifer Brey
- Norton Orthopaedic Institute, Norton Healthcare, Louisville, Kentucky, USA
- Department of Orthopaedic Surgery, University of Louisville, Louisville, Kentucky, USA
| | - Sam Carter
- Norton Orthopaedic Institute, Norton Healthcare, Louisville, Kentucky, USA
- Department of Orthopaedic Surgery, University of Louisville, Louisville, Kentucky, USA
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Nyland J, Pyle B, Richards J, Yoshida K, Brey J, Carter S. A clinical practice review of therapeutic movement-based anterior cruciate ligament reconstruction return to sports bridge program: the biological, biomechanical and behavioral rationale. ANNALS OF JOINT 2023; 8:23. [PMID: 38529232 PMCID: PMC10929313 DOI: 10.21037/aoj-23-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Accepted: 06/12/2023] [Indexed: 03/27/2024]
Abstract
This clinical practice review describes the biological, biomechanical and behavioral rationale behind a return to sport bridge program used predominantly with non-elite, youth and adolescent high school and college athletes following anterior cruciate ligament (ACL) reconstruction. Post-physiotherapy, this program has produced outcomes that meet or exceed previous reports. With consideration for athletic identity and the Specific Adaptations to Imposed Demands (SAID) principle, the early program focus was on restoring non-impaired bilateral lower extremity joint mobility and bi-articular musculotendinous extensibility. Building on this foundation, movement training education, fundamental bilateral lower extremity strength and power, and motor learning was emphasized with use of external focus cues and ecological dynamics-social cognition considerations. Plyometric and agility tasks were integrated to enhance fast twitch muscle fiber recruitment, anaerobic metabolic energy system function, and fatigue resistance. The ultimate goal was to achieve the lower extremity neuromuscular control and activation responsiveness needed for bilateral dynamic knee joint stability. The rationale and conceptual basis of selected movement tasks and general philosophy of care concepts are described and discussed in detail. Based on the previously reported efficacy of this movement-based therapeutic exercise program we recommend that supplemental programs such as this become standard practice following release from post-surgical physiotherapy and before return to sports decision-making.
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Affiliation(s)
- John Nyland
- Norton Orthopedic Institute, Louisville, KY, USA
- Department of Orthopaedic Surgery, University of Louisville, Louisville, KY, USA
| | - Brandon Pyle
- MSAT Program, Spalding University, Louisville, KY, USA
| | - Jarod Richards
- Department of Orthopaedic Surgery, University of Louisville, Louisville, KY, USA
| | - Kei Yoshida
- MSAT Program, Spalding University, Louisville, KY, USA
| | - Jennifer Brey
- Norton Orthopedic Institute, Louisville, KY, USA
- Department of Orthopaedic Surgery, University of Louisville, Louisville, KY, USA
| | - Sam Carter
- Norton Orthopedic Institute, Louisville, KY, USA
- Department of Orthopaedic Surgery, University of Louisville, Louisville, KY, USA
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Wong CY(T, Mok KM, Yung SH(P. Secondary Anterior Cruciate Ligament Injury Prevention Training in Athletes: What Is the Missing Link? INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:4821. [PMID: 36981735 PMCID: PMC10049415 DOI: 10.3390/ijerph20064821] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 02/23/2023] [Accepted: 03/01/2023] [Indexed: 06/18/2023]
Abstract
After reconstruction, the return to full competition rate of athletes is low, while the re-injury rate remains high despite the completion of a rehabilitation programme. Primary ACL prevention programmes are well developed, yet few research papers focus on secondary ACL injury prevention. The aim of current review is to determine if current ACL secondary prevention training has a positive influence on the re-injury rate, the clinical or functional outcomes, or the risk of re-injury in athletes. Studies investigating secondary prevention of ACL were searched in PubMed and EBSCOhost, followed by a review of the references in the identified articles. The existing evidence suggests that neuromuscular training, eccentric strengthening, and plyometric exercises may have a potential impact on improving biomechanical, functional, and psychological outcomes in athletes; however, the studies on the prevention of second ACL injury in athletes is scarce and inconclusive. Future research is needed to investigate the effectiveness of secondary ACL prevention in reducing the re-injury rates. (PROSPERO Registration number: CRD42021291308).
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Affiliation(s)
- Choi-Yan (Tiffany) Wong
- Department of Orthopaedics & Traumatology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China; (C.-Y.W.); (K.-M.M.)
| | - Kam-Ming Mok
- Department of Orthopaedics & Traumatology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China; (C.-Y.W.); (K.-M.M.)
- Office of Student Affairs, Lingnan University, Hong Kong, China
- School of Interdisciplinary Studies, Lingnan University, Hong Kong, China
| | - Shu-Hang (Patrick) Yung
- Department of Orthopaedics & Traumatology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China; (C.-Y.W.); (K.-M.M.)
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6
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Drole K, Paravlic AH. Interventions for increasing return to sport rates after an anterior cruciate ligament reconstruction surgery: A systematic review. Front Psychol 2022; 13:939209. [PMID: 36072023 PMCID: PMC9443932 DOI: 10.3389/fpsyg.2022.939209] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2022] [Accepted: 07/29/2022] [Indexed: 11/17/2022] Open
Abstract
Background An injury followed by surgery poses many challenges to an athlete, one of which is rehabilitation, with the goal of returning to sport. While total restoration of physical abilities is a primary goal for most athletes, psychosocial factors also play an important role in the success of an athlete's return to sport (RTS). The purpose of this review was to examine the effectiveness of exercise and psychosocial interventions on RTS rates, which might be one of the most important outcomes for elite athletes. Methods To carry out this review, PubMed, SAGE Journals, Web of Science, SPORTDiscus, ScienceDirect, and Google Scholar databases were searched from inception to July 2022. The inclusion criteria consisted exercise or psychosocial intervention for athletes after anterior cruciate ligament reconstruction (ACLR), with reporting RTS rates as an outcome. Results From 1032 identified articles, four reports (N = 130) met inclusion criteria, all of which examined the recovery after ACLR. The mean MINORS score for the included studies was 16.3 ± 6.1, of which non-comparative studies scored 11.0 ± 1.4, while comparative studies scored 21.5 ± 0.7. There were consistent findings for benefits of exercise and psychosocial interventions on RTS rates. Return to preinjury rates in the reviewed studies vary between 63 and 95% with lower % observed in female athletes and with shorter follow-up. Interventional studies reporting RTS rates with a larger sample size and longer follow-up are needed. Conclusion Physical and psychological function, as well as social support can be influenced by appropriate interventions, indicating future work on rehabilitation programs for return to preinjury might consider taking the holistic approach addressing those.
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Affiliation(s)
- Kristina Drole
- Faculty of Sport, Institute of Kinesiology, University of Ljubljana, Ljubljana, Slovenia
| | - Armin H Paravlic
- Faculty of Sport, Institute of Kinesiology, University of Ljubljana, Ljubljana, Slovenia.,Science and Research Centre Koper, Institute for Kinesiology Research, Koper, Slovenia.,Faculty of Sports Studies, Masaryk University, Brno, Czechia
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7
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Meierbachtol A, Obermeier M, Yungtum W, Bottoms J, Paur E, Nelson BJ, Tompkins M, Chmielewski TL. Advanced training enhances readiness to return to sport after anterior cruciate ligament reconstruction. J Orthop Res 2022; 40:191-199. [PMID: 33932294 DOI: 10.1002/jor.25072] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Revised: 02/14/2021] [Accepted: 04/26/2021] [Indexed: 02/04/2023]
Abstract
Patients with anterior cruciate ligament reconstruction (ACLR) are often psychologically and physically under-prepared for sports participation. This study compared readiness to return to sport based on completion of advanced training after ACLR. Patients with ACLR who self-selected participation in a 6-week group-format advanced training program (TRAINING) were compared to age- and sex-matched patients who did not participate (NoTRAINING). Each group had 23 participants (14 females). Advanced training consisted of plyometric, strengthening, and agility exercises. Baseline and follow-up testing included psychological measures (Anterior Cruciate Ligament Return to Sport after Injury [ACL-RSI]; Tampa Scale for Kinesiophobia [TSK-11]; Knee Activity Self-Efficacy [KASE]; and fear intensity for the primary fear-evoking task or situation) and a hop test battery. Return to sport criteria were ACL-RSI score ≥70 points and limb symmetry index ≥90% on all hop tests. At follow-up, KASE score was higher in TRAINING than NoTRAINING (92.7 vs. 89.1 points; respectively), but ACL-RSI, TSK-11 and fear intensity scores were not significantly different between groups. Return to sport criteria passing rate was not significantly different between groups at baseline (TRAINING: 13%, NoTRAINING: 30%) or follow-up (TRAINING: 52%, NoTRAINING: 43%); however, the distribution of criteria met at follow-up differed with more patients in TRAINING than NoTRAINING meeting hop test criteria (30% vs. 4%, respectively) and more patients in NoTRAINING than TRAINING failing to meet any criteria (25% vs. 0%, respectively). Advanced training after ACLR facilitated readiness for sport participation by improving confidence and hop performance, but may not have a preferential effect on fear.
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Affiliation(s)
- Adam Meierbachtol
- Physical Therapy Department, TRIA Orthopedic Center, Bloomington, Minnesota, USA
| | - Michael Obermeier
- Physical Therapy Department, TRIA Orthopedic Center, Bloomington, Minnesota, USA
| | - William Yungtum
- Physical Therapy Department, TRIA Orthopedic Center, Bloomington, Minnesota, USA
| | - John Bottoms
- Physical Therapy Department, TRIA Orthopedic Center, Bloomington, Minnesota, USA
| | - Eric Paur
- Physical Therapy Department, TRIA Orthopedic Center, Bloomington, Minnesota, USA
| | - Bradley J Nelson
- Physical Therapy Department, TRIA Orthopedic Center, Bloomington, Minnesota, USA.,Department of Orthopedic Surgery, University of Minnesota, Minneapolis, Minnesota, USA
| | - Marc Tompkins
- Physical Therapy Department, TRIA Orthopedic Center, Bloomington, Minnesota, USA.,Department of Orthopedic Surgery, University of Minnesota, Minneapolis, Minnesota, USA
| | - Terese L Chmielewski
- Physical Therapy Department, TRIA Orthopedic Center, Bloomington, Minnesota, USA
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Matsuzaki Y, Chipman DE, Hidalgo Perea S, Green DW. Unique Considerations for the Pediatric Athlete During Rehabilitation and Return to Sport After Anterior Cruciate Ligament Reconstruction. Arthrosc Sports Med Rehabil 2022; 4:e221-e230. [PMID: 35141555 PMCID: PMC8811511 DOI: 10.1016/j.asmr.2021.09.037] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 09/27/2021] [Indexed: 11/03/2022] Open
Abstract
Anterior cruciate ligament (ACL) injuries and surgical intervention in the pediatric population have increased in the recent years. Although surgical techniques have advanced, evidence-based rehabilitation guidelines that consider all aspects of the youth athlete are currently lacking. The purpose of this commentary is to review the current evidence on unique considerations for the pediatric and adolescent population during rehabilitation and return to sport after ACL reconstruction (ACLR), with a focus on children under 18 years of age. This review revealed that returning a youth athlete to sport after ACLR requires knowledge and appreciation of various aspects of the growing athlete different from adults. In addition to postoperative precautions that contribute to a slow rehabilitation process, young athletes need additional time for strength gains. Address risk of reinjury and for contralateral injury by using neuromuscular training and rigorous return-to-sport training programs. Consider return to sport after 9 months because the reinjury rate is high in this population. A combination of time and objective measures, both quantitative and qualitative criteria, and psychological readiness should be used to assess readiness to return to sport and decrease risk of future injury. Healthcare providers should be aware of the psychosocial impact of injury on the youth athletes and refer to sport psychology when necessary. LEVEL OF EVIDENCE Level V.
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Affiliation(s)
- Yukiko Matsuzaki
- Department of Pediatric Rehabilitation, Department of Sports Rehabilitation and Performance, Hospital for Special Surgery, New York, New York, U.S.A
| | - Danielle E. Chipman
- Department of Pediatric Orthopedic Surgery, Hospital for Special Surgery, New York, New York, U.S.A
| | - Sofia Hidalgo Perea
- Department of Pediatric Orthopedic Surgery, Hospital for Special Surgery, New York, New York, U.S.A
| | - Daniel W. Green
- Department of Pediatric Orthopedic Surgery, Hospital for Special Surgery, New York, New York, U.S.A
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9
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Brinlee AW, Dickenson SB, Hunter-Giordano A, Snyder-Mackler L. ACL Reconstruction Rehabilitation: Clinical Data, Biologic Healing, and Criterion-Based Milestones to Inform a Return-to-Sport Guideline. Sports Health 2021; 14:770-779. [PMID: 34903114 PMCID: PMC9460090 DOI: 10.1177/19417381211056873] [Citation(s) in RCA: 68] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
CONTEXT Anterior cruciate ligament (ACL) reconstruction (ACLR) and postoperative rehabilitation continues to be a multidisciplinary focus in both research and clinical environments. Recent research on ACLR warrants a reexamination of clinicians' current rehabilitation practices to optimize the strikingly variable clinical outcomes after ACLR and return to sport. The purpose of the article and updated guidelines is to use contemporary evidence to systematically revisit our practice guidelines and validate our clinical milestones with data from our university-based practice. EVIDENCE ACQUISITION Using the PubMed search engine, articles that reported on ACLR rehabilitation and protocols, guidelines, graft type, healing and strain, return to sport, psychological considerations, and secondary injury prevention published from 1979 to 2020 were identified using the search terms ACLR protocols, guidelines, ACLR rehabilitation, ACL graft, ACL open kinetic chain (OKC) exercise and closed kinetic chain (CKC) exercise, ACLR return to sport, ACLR psychological factors, and ACL injury prevention. STUDY DESIGN Clinical review. LEVEL OF EVIDENCE Level 5. RESULTS Clinical milestones after ACLR were validated using clinical data collected from 2013 to 2017 at a university-based practice. Variables including knee joint range of motion, effusion, Knee Outcome Survey-Activities of Daily Living Scale, and quadriceps strength index were tracked throughout rehabilitation and analyzed to help inform an updated ACLR rehabilitation guideline. CONCLUSION Incorporating the latest research, combined with direct clinical data, provides a current, realistic, and clinically benchmarked strategy for ACLR rehabilitation. Commonly held clinical beliefs regarding rehabilitation after ACL injury must be challenged by the latest research to improve patient outcomes and decrease the risk of reinjury. Key updates to the practice guidelines include the use of frequent and accurate quadriceps strength testing, delayed return-to-sport timeline, immediate use of open kinetic chain exercise, criterion-based progressions for running, sprinting, plyometrics, agility, cutting/pivoting, return to competition, and the inclusion of a secondary prevention program after return to sport. STRENGTH OF RECOMMENDATION TAXONOMY (SORT) B.
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Affiliation(s)
| | - Scott B. Dickenson
- Department of Physical Therapy,
University of Delaware, Newark, Delaware
| | - Airelle Hunter-Giordano
- Department of Physical Therapy,
University of Delaware, Newark, Delaware,Airelle Hunter-Giordano,
PT, DPT, OCS, SCS, Department of Physical Therapy, University of Delaware, 540
South College Avenue, Suite 160, Newark, DE 19713 (
) (Twitter: @AirelleGiordano)
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10
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Beletsky A, Naami E, Lu Y, Polce EM, Chahla J, Okoroha KR, Bush-Joseph C, Bach B, Yanke A, Forsythe B, Cole BJ, Verma NN. The Minimally Clinically Important Difference and Substantial Clinical Benefit in Anterior Cruciate Ligament Reconstruction: A Time-to-Achievement Analysis. Orthopedics 2021; 44:299-305. [PMID: 34590953 DOI: 10.3928/01477447-20210819-03] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
This study examined the time-dependent course of the minimally clinically important difference (MCID) and the substantial clinical benefit (SCB) achievement for International Knee Documentation Committee (IKDC) and Knee Injury and Osteoarthritis Outcome Score (KOOS) subscales following anterior cruciate ligament reconstruction (ACLR). A prospective institutional registry was queried for patients receiving ACLR. The patient-reported outcome measures (PROMs) of interest included the IKDC score and KOOS sub-scales. One hundred forty-three patients (mean±SD age, 30.86±12.78 years; mean±SD body mass index, 25.51±4.64 kg/m2) were included in the analysis. Threshold values for the MCID/SCB were 18.9 of 29.6 on IKDC score, 15.7 of 25.3 on KOOS Symptom, 11.9 of 15.5 on KOOS Pain, 13.3 of 20.0 on KOOS ADL, 25.9 of 35.8 on KOOS Quality of Life (QoL), and 27.0 of 43.0 on KOOS Sport (area under the curve, 0.74-0.91). Overall, MCID achievement rates increased from 28.0% to 42.7% at 6 months to 41.9% to 70.8% at 12 months. Achievement rates of SCB increased from 16.1% to 30.4% at 6 months to 29.3% to 51.8% at 12 months. Statistically significant increases in MCID achievement (chi-square=47.95-79.36, all P<.001) and SCB achievement (chi-square=26.02-53.24, all P<.001) occurred from preoperative to 6-month time points across PROMs. From 6-month to 12-month time points, increases in MCID achievement occurred on IKDC score and KOOS QoL (chi-square=5.53-15.11, P<.001-.009). Statistically significant increases in MCID and SCB achievement occurred from preoperative to 6-month time points across IKDC score and KOOS subscales; however, statistically significant increases in achievement rates from 6 months to 1 year occurred on IKDC score, KOOS QoL, and KOOS Sport. This study underlines the importance of considering psychological factors and rehabilitative milestones when examining the achievement MCID and SCB after ACLR. [Orthopedics. 2021;44(5):299-305.].
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11
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Bulow A, Anderson JE, Leiter JRS, MacDonald PB, Peeler JD. Safety and Effectiveness of a Perturbation-based Neuromuscular Training Program on Dynamic Balance in Adolescent Females: A Randomized Controlled Trial. Int J Sports Phys Ther 2021; 16:1001-1015. [PMID: 34386279 PMCID: PMC8329312 DOI: 10.26603/001c.25685] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Accepted: 03/18/2021] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Adolescent females are at much greater risk for ACL injury than their male counterparts when participating in the same sports. Preventative and pre-operative rehabilitation neuromuscular (NM) exercise programs are often recommended to improve knee function and reduce injury rates. The effectiveness of perturbation-based NM training program has been established in an adult population but has yet to be investigated in the at-risk adolescent female population. PURPOSE To determine the effectiveness of a perturbation-based NM exercise program in a group of physically active adolescent females. STUDY DESIGN Prospective randomized trial. METHODS Twenty-four healthy and an exploratory group of 10 ACL-injured females (ages 12-18) were equally randomized into a perturbation-based NM training or control group and evaluated before and after a five-week intervention period. The primary outcome of dynamic balance was measured using the Y-Balance test (YBT); secondary outcome measures included lower limb strength, proprioception, and flexibility. RESULTS The perturbation-based NM training intervention was safely completed by all participants but had no significant effect on YBT scoring, lower limb strength, proprioception or flexibility in either the healthy or ACL-injured groups. CONCLUSIONS Perturbation-based NM training is safe, but may offer little preventative benefit for healthy or pre-operative rehabilitation benefit for ACL-injured adolescent females. Future research should examine whether the effectiveness of perturbation-based NM training is influenced by the length of the training intervention, training intensity, or when it is combined with other forms of prophylactic or pre-surgical rehabilitation frequently used with at-risk adolescent females who regularly participate in sport. LEVEL OF EVIDENCE Level 3.
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Affiliation(s)
| | | | | | | | - Jason D Peeler
- Human Anatomy & Cell Science, University of Manitoba; Pan Am Clinic
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12
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Zacharias AJ, Whitaker JR, Collofello BS, Wilson BR, Unger RZ, Ireland ML, Johnson DL, Jacobs CA. Secondary Injuries After Pediatric Anterior Cruciate Ligament Reconstruction: A Systematic Review With Quantitative Analysis. Am J Sports Med 2021; 49:1086-1093. [PMID: 32809855 DOI: 10.1177/0363546520934774] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND In the skeletally mature anterior cruciate ligament (ACL) reconstruction population, patients aged <25 years are at significantly increased risk of graft failure and injury to the contralateral ACL. Skeletal immaturity often affects graft selection and reconstruction technique. PURPOSE To examine the incidence of ipsilateral graft failure and contralateral ACL injury in the skeletally immature patient population. STUDY DESIGN Systematic review and meta-analysis. METHODS Using the PRISMA (Preferred Reporting Items for Systematic Meta-Analyses) guidelines, we reviewed all literature that involved ACL reconstruction performed on skeletally immature patients between May 1976 and May 2019. Patient demographics, surgical technique, and the prevalence of ipsilateral graft failure or subsequent contralateral ACL injury were recorded. Ipsilateral, contralateral, and secondary ACL injuries were then compared between sexes via chi-square tests. RESULTS A total of 24 articles (1254 children; 1258 knees) met inclusion criteria for analysis. Ipsilateral graft failures occurred in 105 of 1258 patients (8.3%), and there were no statistically significant sex differences in the prevalence of graft failures (female, 9.7%; male patients, 7.1%; P = .14). The prevalence of contralateral ACL injury was significantly greater in female (29/129; 22.5%) than male (18/206; 8.7%; P = .0004) patients in the 9 studies that reported contralateral injury. Skeletally immature female patients were at significantly increased risk of contralateral ACL injury (odds ratio = 3.0; P = .0006) when compared with their male counterparts. CONCLUSION In the literature to date, 1 in 3 female skeletally immature patients experienced an ipsilateral graft failure or contralateral ACL injury. Regardless of sex, the 24% prevalence of secondary injury after pediatric ACL reconstruction is almost identical to previously published secondary injury rates in skeletally mature patients <25 years old. As such, skeletal maturity alone does not seem to be a determinant of secondary injury; however, there is a clear need to improve postoperative rehabilitation, activity progression, and return-to-play testing to allow a safe return to sports that protects the long-term health of the reconstructed and contralateral limbs, especially for female patients.
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Affiliation(s)
- Anthony J Zacharias
- Department of Orthopaedic Surgery, University of Kentucky, Lexington, Kentucky, USA
| | - John R Whitaker
- Department of Orthopaedic Surgery, University of Kentucky, Lexington, Kentucky, USA
| | - Brandon S Collofello
- Department of Orthopaedic Surgery, University of Kentucky, Lexington, Kentucky, USA
| | - Benjamin R Wilson
- Department of Orthopaedic Surgery, University of Kentucky, Lexington, Kentucky, USA
| | - R Zackary Unger
- Department of Orthopaedic Surgery, University of Kentucky, Lexington, Kentucky, USA
| | - Mary Lloyd Ireland
- Department of Orthopaedic Surgery, University of Kentucky, Lexington, Kentucky, USA
| | - Darren L Johnson
- Department of Orthopaedic Surgery, University of Kentucky, Lexington, Kentucky, USA
| | - Cale A Jacobs
- Department of Orthopaedic Surgery, University of Kentucky, Lexington, Kentucky, USA
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Arhos EK, Capin JJ, Buchanan TS, Snyder-Mackler L. Quadriceps Strength Symmetry Does Not Modify Gait Mechanics After Anterior Cruciate Ligament Reconstruction, Rehabilitation, and Return-to-Sport Training. Am J Sports Med 2021; 49:417-425. [PMID: 33373534 PMCID: PMC7863565 DOI: 10.1177/0363546520980079] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND After anterior cruciate ligament (ACL) reconstruction (ACLR), biomechanical asymmetries during gait are highly prevalent, persistent, and linked to posttraumatic knee osteoarthritis. Quadriceps strength is an important clinical measure associated with preoperative gait asymmetries and postoperative function and is a primary criterion for return-to-sport clearance. Evidence relating symmetry in quadriceps strength with gait biomechanics is limited to preoperative and early rehabilitation time points before return-to-sport training. PURPOSE/HYPOTHESIS The purpose was to determine the relationship between symmetry in isometric quadriceps strength and gait biomechanics after return-to-sport training in athletes after ACLR. We hypothesized that as quadriceps strength symmetry increases, athletes will demonstrate more symmetric knee joint biomechanics, including tibiofemoral joint loading during gait. STUDY DESIGN Cross-sectional study; Level of evidence, 3. METHODS Of 79 athletes enrolled in the ACL-SPORTS Trial, 76 were participants in this study after completing postoperative rehabilitation and 10 return-to-sport training sessions (mean ± SD, 7.1 ± 2.0 months after ACLR). All participants completed biomechanical walking gait analysis and isometric quadriceps strength assessment using an electromechanical dynamometer. Quadriceps strength was calculated using a limb symmetry index (involved limb value / uninvolved limb value × 100). The biomechanical variables of interest included peak knee flexion angle, peak knee internal extension moment, sagittal plane knee excursion at weight acceptance and midstance, quadriceps muscle force at peak knee flexion angle, and peak medial compartment contact force. Spearman rank correlation (ρ) coefficients were used to determine the relationship between limb symmetry indexes in quadriceps strength and each biomechanical variable; alpha was set to .05. RESULTS Of the 76 participants, 27 (35%) demonstrated asymmetries in quadriceps strength, defined by quadriceps strength symmetry <90% (n = 23) or >110% (n = 4) (range, 56.9%-131.7%). For the biomechanical variables of interest, 67% demonstrated asymmetry in peak knee flexion angle; 68% and 83% in knee excursion during weight acceptance and midstance, respectively; 74% in internal peak knee extension moment; 57% in medial compartment contact force; and 74% in quadriceps muscle force. There were no significant correlations between quadriceps strength index and limb symmetry indexes for any biomechanical variable after return-to-sport training (P > .129). CONCLUSION Among those who completed return-to-sport training after ACLR, subsequent quadriceps strength symmetry was not correlated with the persistent asymmetries in gait biomechanics. After a threshold of quadriceps strength is reached, restoring strength alone may not ameliorate gait asymmetries, and current clinical interventions and return-to-sport training may not adequately target gait.
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Affiliation(s)
- Elanna K. Arhos
- Biomechanics and Movement Science Program, University of Delaware, Newark, DE, USA,Department of Physical Therapy, University of Delaware, Newark, DE, USA
| | - Jacob J. Capin
- Biomechanics and Movement Science Program, University of Delaware, Newark, DE, USA,Department of Physical Therapy, University of Delaware, Newark, DE, USA,Physical Therapy Program, Department of Physical Medicine and Rehabilitation, University of Colorado, Aurora, CO,Eastern Colorado Veterans Affairs (VA) Geriatric Research Education and Clinical Center (GRECC), Aurora, CO
| | - Thomas S. Buchanan
- Biomechanics and Movement Science Program, University of Delaware, Newark, DE, USA,Department of Mechanical Engineering, University of Delaware, Newark, DE, USA,Department of Biomedical Engineering, University of Delaware, Newark, DE, USA,Delaware Rehabilitation Institute, University of Delaware, Newark, DE, USA
| | - Lynn Snyder-Mackler
- Biomechanics and Movement Science Program, University of Delaware, Newark, DE, USA,Department of Physical Therapy, University of Delaware, Newark, DE, USA,Department of Biomedical Engineering, University of Delaware, Newark, DE, USA,Delaware Rehabilitation Institute, University of Delaware, Newark, DE, USA
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Krogsgaard MR, Brodersen J, Christensen KB, Siersma V, Jensen J, Hansen CF, Engebretsen L, Visnes H, Forssblad M, Comins JD. How to translate and locally adapt a PROM. Assessment of cross‐cultural differential item functioning. Scand J Med Sci Sports 2020; 31:999-1008. [DOI: 10.1111/sms.13854] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2020] [Revised: 08/22/2020] [Accepted: 09/18/2020] [Indexed: 11/30/2022]
Affiliation(s)
- Michael R. Krogsgaard
- Section for Sports Traumatology M51 Bispebjerg and Frederiksberg Hospital Copenhagen Denmark
| | - John Brodersen
- The Research Unit for General Practice and Section of General Practice Department of Public Health University of Copenhagen Copenhagen Denmark
- Primary Health Care Research Unit Region Zealand, Sorø Denmark
| | - Karl B. Christensen
- Section of Biostatistics Department of Public Health University of Copenhagen Copenhagen Denmark
| | - Volkert Siersma
- The Research Unit for General Practice and Section of General Practice Department of Public Health University of Copenhagen Copenhagen Denmark
| | - Jonas Jensen
- Section for Sports Traumatology M51 Bispebjerg and Frederiksberg Hospital Copenhagen Denmark
| | - Christian Fugl Hansen
- Section for Sports Traumatology M51 Bispebjerg and Frederiksberg Hospital Copenhagen Denmark
| | - Lars Engebretsen
- Orthopedic Clinic Oslo Sports Trauma Research Center University of Oslo Medical School Oslo Norway
| | - Håvard Visnes
- Norwegian National Knee Ligament Registry Department of Orthopedic Surgery Haukeland University Hospital Bergen Norway
- Oslo Sports Trauma Research Center Norwegian School of Sports Sciences Oslo Norway
| | - Magnus Forssblad
- Department of Molecular Medicine and Surgery Stockholm Sports Trauma Research Center Karolinska Institute Stockholm Sweden
| | - Jonathan D. Comins
- Section for Sports Traumatology M51 Bispebjerg and Frederiksberg Hospital Copenhagen Denmark
- The Research Unit for General Practice and Section of General Practice Department of Public Health University of Copenhagen Copenhagen Denmark
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15
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Return to sports bridge program improves outcomes, decreases ipsilateral knee re-injury and contralateral knee injury rates post-ACL reconstruction. Knee Surg Sports Traumatol Arthrosc 2020; 28:3676-3685. [PMID: 32699921 DOI: 10.1007/s00167-020-06162-7] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Accepted: 07/14/2020] [Indexed: 10/23/2022]
Abstract
PURPOSE To present the results of a return to sports bridge program designed to reduce knee injuries following ACL reconstruction and physical therapy. METHODS One hundred and fifty (male = 83, female = 67) patients participated in a whole body neuromuscular control, progressive resistance strength and agility training program. Post-program testing included functional movement form, dynamic knee stability, lower extremity power, agility, and sports skill assessments. Participants completed the Knee Outcome Survey-Sports Activity Scale (KOS-SAS) before and after program initiation. Pre-participation scores were re-estimated following program completion. RESULTS Global rating KOS-SAS score at program entry was 75 ± 13. Post-program global rating and calculated KOS-SAS were 91.0 ± 9.8 and 90.9 ± 9.7, respectively (p < 0.0001). Pre-participation KOS-SAS score re-estimates at program completion were 54.5 ± 23.3 and 57.3 ± 18.5, respectively. The approximately 20% lower pre-program KOS-SAS score re-estimates (p < 0.0001) observed at program completion suggests that subjects had inaccurately high sports readiness perceptions at program entry. Perceived overall sports activity knee function ratings improved from 2.9 ± 0.6 (abnormal) at program entry to 1.3 ± 0.5 (normal) at completion (p < 0.0001). Most subjects returned back to sports at or above their pre-injury performance skill/performance level (84%, 126/150). By 6.8 ± 3.2 years (range = 2-13 years) post-surgery, ten subjects had sustained an ipsilateral knee re-injury or contralateral knee injury (6.7%). The 2.7% non-contact contralateral and 1.3% non-contact ipsilateral knee injury rates observed were significantly lower than those cited in previous reports. CONCLUSION Supplementing primary ACL reconstruction and standard physical therapy with a return to sports bridge program prior to release to unrestricted sports performance was effective at improving patient outcomes and decreasing ipsilateral knee re-injury and contralateral knee injury rates. LEVEL OF EVIDENCE II.
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16
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FUNCTIONAL MEASURES DO NOT DIFFER IN LATE STAGE REHABILITATION AFTER ANTERIOR CRUCIATE LIGAMENT RECONSTRUCTION ACCORDING TO MECHANISM OF INJURY. Int J Sports Phys Ther 2020; 15:744-754. [PMID: 33110693 DOI: 10.26603/ijspt20200744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Background Anterior cruciate ligament injuries are among the most common knee injuries. Mechanism of injury is classified as contact or non-contact. The majority of anterior cruciate ligament ruptures occur through a non-contact mechanism of injury. Non-contact anterior cruciate ligament ruptures are associated with biomechanical and neuromuscular risk factors that can predispose athletes to injuries and may impact future function. Non-contact mechanism of injury may be preceded by poor dynamic knee stability and therefore those with a non-contact mechanism of injury may be prone to poor dynamic knee stability post-operatively. Understanding how mechanism of injury affects post-operative functional recovery may have clinical implications on rehabilitation. Purpose The purpose of this study was to determine if mechanism of injury influenced strength, functional performance, patient-reported outcome measures, and psychological outlook in athletes at four time points in the first two years following anterior cruciate ligament reconstruction. Study Design Secondary analysis of a clinical trial. Methods Seventy-nine athletes underwent functional testing at enrollment after impairment resolution. Quadriceps strength, hop testing, and patient-reported outcome measures were evaluated post-operatively at enrollment, following return-to-sport training and one year and two years after anterior cruciate ligament reconstruction. Participants were dichotomized by mechanism of injury (29 contact, 50 noncontact). Independent t-tests were used to compare differences between groups. Results There were no meaningful differences between contact and non-contact mechanism of injury in any variables at enrollment, post-training, one year, or two years after anterior cruciate ligament reconstruction. Conclusion Function did not differ according to mechanism of injury during late stage rehabilitation or one or two years after anterior cruciate ligament reconstruction. Level of Evidence III.
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17
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A Secondary Injury Prevention Program May Decrease Contralateral Anterior Cruciate Ligament Injuries in Female Athletes: 2-Year Injury Rates in the ACL-SPORTS Randomized Controlled Trial. J Orthop Sports Phys Ther 2020; 50:523-530. [PMID: 32741328 PMCID: PMC7484246 DOI: 10.2519/jospt.2020.9407] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
OBJECTIVE To determine whether the addition of perturbation training to a secondary injury prevention program reduces the rate of second anterior cruciate ligament (ACL) injury compared to the prevention program alone. DESIGN Single-blinded randomized controlled trial. METHODS Thirty-nine female athletes who intended to return to cutting/pivoting sports were enrolled 3 to 9 months after primary anterior cruciate ligament reconstruction (ACLR). Athletes were randomized to receive a training program of either progressive strengthening, agility, plyometrics, and prevention (SAPP) (n = 20) or SAPP plus perturbation training (n = 19); each had 10 sessions over 5 weeks. Occurrence and side of second ACL injury were recorded for 2 years after primary ACLR. RESULTS There were 9 second ACL injuries in the 2 years after ACLR. There was no statistically significant difference in rate or side of second ACL injury between the SAPP-plus-perturbation training and SAPP groups. CONCLUSION Adding perturbation training to a secondary ACL injury prevention program did not affect the rate of second ACL injury in female athletes. J Orthop Sports Phys Ther 2020;50(9):523-530. Epub 1 Aug 2020. doi:10.2519/jospt.2020.9407.
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18
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Evans-Pickett A, Davis-Wilson HC, Luc-Harkey BA, Blackburn JT, Franz JR, Padua DA, Seeley MK, Pietrosimone B. Biomechanical effects of manipulating peak vertical ground reaction force throughout gait in individuals 6-12 months after anterior cruciate ligament reconstruction. Clin Biomech (Bristol, Avon) 2020; 76:105014. [PMID: 32388079 PMCID: PMC8658526 DOI: 10.1016/j.clinbiomech.2020.105014] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2019] [Revised: 01/15/2020] [Accepted: 04/17/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND We aimed to determine the effect of cueing an increase or decrease in the vertical ground reaction force impact peak (peak in the first 50% of stance) on vertical ground reaction force, knee flexion angle, internal knee extension moment, and internal knee abduction moment waveforms throughout stance in individuals 6-12 months after an anterior cruciate ligament reconstruction. METHODS Twelve individuals completed 3 conditions (High, Low, and Control) where High and Low Conditions cue a 5% body weight increase or decrease, respectively, in the vertical ground reaction force impact peak compared to usual walking. Biomechanics during High and Low Conditions were compared to the Control Condition throughout stance. FINDINGS The High Condition resulted in: (a) increased vertical ground reaction forces at each peak and decreased during mid-stance, (b) greater knee excursion (i.e., greater knee flexion angle in early stance and a more extended knee in late stance), (c) greater internal extension moment for the majority of stance, and (d) lesser second internal knee abduction moment peak. The Low Condition resulted in: (a) vertical ground reaction forces decreased during early stance and increased during mid-stance, (b) decreased knee excursion, (c) increased internal extension moment throughout stance, and (d) decreased internal knee abduction moment peaks. INTERPRETATION Cueing a 5% body weight increase in vertical ground reaction force impact peak resulted in a more dynamic vertical ground reaction force loading pattern, increased knee excursion, and a greater internal extension moment during stance which may be useful in restoring gait patterns following anterior cruciate ligament reconstruction.
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Affiliation(s)
- Alyssa Evans-Pickett
- MOTION Science Institute, Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States; Human Movement Science Curriculum, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.
| | - Hope C Davis-Wilson
- MOTION Science Institute, Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States; Human Movement Science Curriculum, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Brittney A Luc-Harkey
- Neurological Clinical Research Institute, Department of Neurology, Massachusetts General Hospital, Boston, MA, United States
| | - J Troy Blackburn
- MOTION Science Institute, Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States; Human Movement Science Curriculum, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Jason R Franz
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State University, NC, United States
| | - Darin A Padua
- MOTION Science Institute, Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States; Human Movement Science Curriculum, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Matthew K Seeley
- Department of Exercise Sciences, Brigham Young University, Provo, UT, United States
| | - Brian Pietrosimone
- MOTION Science Institute, Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States; Human Movement Science Curriculum, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
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19
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Vaudreuil N, Roe J, Salmon L, Servien E, van Eck C. Management of the female anterior cruciate ligament: current concepts. J ISAKOS 2020. [DOI: 10.1136/jisakos-2019-000332] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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20
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Gupta A, Potty ASR, Ganta D, Mistovich RJ, Penna S, Cady C, Potty AG. Streamlining the KOOS Activities of Daily Living Subscale Using Machine Learning. Orthop J Sports Med 2020; 8:2325967120910447. [PMID: 32270015 PMCID: PMC7093693 DOI: 10.1177/2325967120910447] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
Background: Functional outcome scores provide valuable data, yet they can be burdensome to patients
and require significant resources to administer. The Knee injury and Osteoarthritis
Outcome Score (KOOS) is a knee-specific patient-reported outcome measure (PROM) and is
validated for anterior cruciate ligament (ACL) reconstruction outcomes. The KOOS
requires 42 questions in 5 subscales. We utilized a machine learning (ML) algorithm to
determine whether the number of questions and the resultant burden to complete the
survey can be lowered in a subset (activities of daily living; ADL) of KOOS, yet still
provide identical data. Hypothesis: Fewer questions than the 17 currently provided are actually needed to predict KOOS ADL
subscale scores with high accuracy. Study Design: Cohort study (diagnosis); Level of evidence, 2. Methods: Pre- and postoperative patient-reported KOOS ADL scores were obtained from the Surgical
Outcome System (SOS) data registry for patients who had ACL reconstruction. Categorical
Boosting (CatBoost) ML models were built to analyze each question and its value in
predicting the patient’s actual functional outcome (ie, KOOS ADL score). A streamlined
set of minimal essential questions were then identified. Results: The SOS registry contained 6185 patients who underwent ACL reconstruction. A total of
2525 patients between the age of 16 and 50 years had completed KOOS ADL scores
presurgically and 3 months postoperatively. The data set consisted of 51.84% male
patients and 48.16% female patients, with a mean age of 29 years. The CatBoost model
predicted KOOS ADL scores with high accuracy when only 6 questions were asked
(R2 = 0.95), similar to when all 17 questions of the
subscale were asked (R2 = 0.99). Conclusion: ML algorithms successfully identified the essential questions in the KOOS ADL
questionnaire. Only 35% (6/17) of KOOS ADL questions (descending stairs, ascending
stairs, standing, walking on flat surface, putting on socks/stockings, and getting
on/off toilet) are needed to predict KOOS ADL scores with high accuracy after ACL
reconstruction. ML can be utilized successfully to streamline the burden of patient data
collection. This, in turn, can potentially lead to improved patient reporting, increased
compliance, and increased utilization of PROMs while still providing quality data.
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Affiliation(s)
- Ashim Gupta
- South Texas Orthopaedic Research Institute, Laredo, Texas, USA.,Department of Psychology, Illinois Wesleyan University, Bloomington, Illinois, USA.,Future Biologics, Lawrenceville, Georgia, USA.,BioIntegrate, New York, New York, USA
| | - Ajish S R Potty
- South Texas Orthopaedic Research Institute, Laredo, Texas, USA
| | - Deepak Ganta
- School of Engineering, Texas A&M International University, Laredo, Texas, USA
| | - R Justin Mistovich
- Department of Orthopaedics, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
| | - Sreeram Penna
- Rothman Orthopaedic Institute, Philadelphia, Pennsylvania, USA
| | - Craig Cady
- Department of Biology, Bradley University, Peoria, Illinois, USA
| | - Anish G Potty
- South Texas Orthopaedic Research Institute, Laredo, Texas, USA.,Laredo Sports Medicine Clinic, Laredo, Texas, USA
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