Return to Sport After Bone-Patellar Tendon-Bone Autograft ACL Reconstruction in High School-Aged Athletes.

BACKGROUND: Anterior cruciate ligament (ACL) injuries are occurring with increasing frequency in the adolescent population. Outcomes after ACL reconstruction (ACLR) are inconsistently reported in homogeneous patient populations. PURPOSE/HYPOTHESIS: To evaluate outcomes after bone-patellar tendon-bone (BTB) autograft ACLR in competitive high school-aged athletes by examining return to sport (RTS), patient satisfaction, and reinjury rates. Our hypothesis was that RTS rates and satisfaction will be high and reinjury rates will be low. STUDY DESIGN: Case series; Level of evidence, 4. METHODS: An institutional ACL registry was utilized to identify competitive high school-aged athletes (14-18 years old) who underwent primary ACLR using BTB autograft with a minimum 2-year follow-up. A postoperative questionnaire was administered to determine rates and types of RTS, quality of sports performance, reinjury, and satisfaction. Uni- and multivariable analyses were used to identify demographic, sport-specific, and clinical factors related to RTS. RESULTS: A total of 53 patients were included (mean ± SD age at the time of surgery, 16.6 ± 1.34 years). Mean follow-up was 3.78 ± 0.70 years (range, 2.60-4.94 years). The overall ipsilateral ACL retear rate was 7.5% (n = 4). There were 10 subsequent ACL tears to the contralateral knee (19%). Forty-four (83%) patients successfully returned to at least their prior level of sport at a mean 10.5 ± 8.7 months (range, 3-48 months). Overall satisfaction was high, with 91% of patients very satisfied with the outcome. Higher confidence levels regarding performance of the reconstructed knee were associated with increased probability of RTS on multivariate analysis. CONCLUSION: BTB autograft ACLR results in high rates of RTS and satisfaction and low rates of subsequent ipsilateral ACL injuries in competitive high school-aged athletes. Patients with higher confidence in performance of the reconstructed knee are more likely to return to at least their prior level of sport.

Application of Machine Learning Algorithms to Predict Clinically Meaningful Improvement After Arthroscopic Anterior Cruciate Ligament Reconstruction.

BACKGROUND: Understanding specific risk profiles for each patient and their propensity to experience clinically meaningful improvement after anterior cruciate ligament reconstruction (ACLR) is important for preoperative patient counseling and management of expectations. PURPOSE: To develop machine learning algorithms to predict achievement of the minimal clinically important difference (MCID) on the International Knee Documentation Committee (IKDC) score at a minimum 2-year follow-up after ACLR. STUDY DESIGN: Case-control study; Level of evidence, 3. METHODS: An ACLR registry of patients from 27 fellowship-trained sports medicine surgeons at a large academic institution was retrospectively analyzed. Thirty-six variables were tested for predictive value. The study population was randomly partitioned into training and independent testing sets using a 70:30 split. Six machine learning algorithms (stochastic gradient boosting, random forest, neural network, support vector machine, adaptive gradient boosting, and elastic-net penalized logistic regression [ENPLR]) were trained using 10-fold cross-validation 3 times and internally validated on the independent set of patients. Algorithm performance was assessed using discrimination, calibration, Brier score, and decision-curve analysis. RESULTS: A total of 442 patients, of whom 39 (8.8%) did not achieve the MCID, were included. The 5 most predictive features of achieving the MCID were body mass index ≤27.4, grade 0 medial collateral ligament examination (compared with other grades), intratunnel femoral tunnel fixation (compared with suspensory), no history of previous contralateral knee surgery, and achieving full knee extension preoperatively. The ENPLR algorithm had the best relative performance (C-statistic, 0.82; calibration intercept, 0.10; calibration slope, 1.15; Brier score, 0.068), demonstrating excellent predictive ability in the study's data set. CONCLUSION: Machine learning, specifically the ENPLR algorithm, demonstrated good performance for predicting a patient's propensity to achieve the MCID for the IKDC score after ACLR based on preoperative and intraoperative factors. The femoral tunnel fixation method was the only significant intraoperative variable. Range of motion and medial collateral ligament integrity were found to be important physical examination parameters. Increased body mass index and prior contralateral surgery were also significantly predictive of outcome.

Lower-Dose Mepivacaine Plus Fentanyl May Improve Spinal Anesthesia for Knee Arthroscopy.

BACKGROUND: Previous work indicates that 30 mg isobaric mepivacaine 1.5% plus 10 µg fentanyl produces reliable anesthesia for knee arthroscopy with a more rapid recovery profile than 45 mg mepivacaine. QUESTIONS/PURPOSES: This randomized controlled trial compared plain mepivacaine to three reduced doses of mepivacaine with 10 µg fentanyl for spinal anesthesia. METHODS: Following written informed consent, subjects undergoing outpatient knee arthroscopy were prospectively randomized into one of four groups: mepivacaine 37.5 mg (M37.5); mepivacaine 30 mg plus fentanyl 10 µg (M30/F10); mepivacaine 27 mg plus fentanyl 10 µg (M27/F10); and mepivacaine 24 mg plus fentanyl 10 µg (M24/F10). The spinal was evaluated by the blinded anesthetist and surgeon. In the post-anesthesia care unit, sensory and motor block resolution was assessed. Subjects rated their satisfaction with the overall experience. RESULTS: Group M30/F10 (n = 6) had two "fair" anesthetics, and group M27/F10 (n = 10) had one "fair" and one "inadequate" anesthetic. Both groups were eliminated from further enrollment per study protocol. The recovery profiles showed little difference between groups M37.5 and M30/F10, except for motor block resolution (median (25th percentile, 75th percentile): 171 (135, 195) and 128 (120, 135), respectively). Groups M27/F10 and M24/F10 demonstrated recovery profiles that were faster than group M37.5. Patient satisfaction was 10/10 for all groups. CONCLUSIONS: Adding fentanyl 10 µg to a lower dose of mepivacaine 1.5% can lead to quicker recovery profiles. However, this advantage of a quicker recovery must be weighed against the likelihood of an incomplete anesthetic.

Periprosthetic patellar fracture after an open knee dislocation.

We present a patient who sustained an open knee dislocation with a periprosthetic fracture of the patella and who was treated satisfactorily with tension band wiring and a conservative rehabilitation program. In addition to describing this unique combination of injuries, we review the literature on the treatment of periprosthetic patellar fractures. Although internal fixation of these fractures historically has provided unpredictable results, we think that it is warranted if the patella has adequate bone stock.

Management of early deep infection after rotator cuff repair surgery.

Deep soft-tissue infection occurs infrequently after rotator cuff repair surgery. We retrospectively reviewed the clinical presentation in 14 patients whose rotator cuff repair was complicated by an early deep infection (<6 weeks). The functional outcome after treatment in 12 of these patients was analyzed at a mean follow-up of 37.5 months (range, 11-122 months). The diagnosis of infection was most often made within 3 weeks from the date of surgery (mean, 18 days; range, 3-41 days). Common presenting symptoms included localized wound erythema and drainage. The blood leukocyte counts were usually normal, but the erythrocyte sedimentation rates and C-reactive protein levels were elevated. A mean of 2.6 surgical debridements were required to clean the wound effectively in each case. Eight of twelve patients were dissatisfied at final assessment. Most patients reported reasonably good relief of pain, but they had residual shoulder stiffness and weakness. Retention of suture anchors in the humeral head did not preclude successful eradication of the infection.

Negative prognostic factors in managing massive rotator cuff tears.

OBJECTIVE: To investigate the negative prognostic factors in the management of massive rotator cuff tears. DESIGN: Retrospective nonrandomized study. SETTING: Faculty Practice associated with a major orthopedic teaching hospital. PATIENTS: 108 patients who were treated for massive rotator cuff tears were evaluated for an average of 3.2 years posttreatment. There were 58 females and 50 males, with a mean age of 61.3 years. INTERVENTIONS: 40 patients underwent conservative nonsurgical management (Group 1), 32 patients underwent arthroscopic debridement (Group 2), and 36 patients underwent primary repair of the rotator cuff (Group 3). MAIN OUTCOME MEASURES: A detailed Shoulder Rating Questionnaire was filled out by patients pretreatment and minimal 2 years posttreatment. RESULTS: Overall, Group 1 had 65% excellent or good outcomes, Group 2 had 81%, and Group 3 had 86%. The subgroup of patients in Group 1 who had cortisone injections had a 75% success rate. CONCLUSIONS: Negative prognostic factors evaluated are presence of glenohumeral arthritis, decreased passive range of motion, superior migration of the humeral head, presence of atrophy, and external rotation/abduction strength less than 3. The presence of 3 or more of these negative prognostic factors are correlated with poor outcomes in the treatment of massive rotator cuff tears.