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García JR, Boden SA, Spaan J, Gonzalez Ayala S, Warrier AA, Allende F, Verma NN, Chahla J. Preoperative Depression Negatively Impacts Pain and Functionality Outcomes After Anterior Cruciate Ligament Reconstruction: A Systematic Review. Arthroscopy 2024; 40:2614-2623. [PMID: 38320656 DOI: 10.1016/j.arthro.2024.01.030] [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: 10/16/2023] [Revised: 01/22/2024] [Accepted: 01/25/2024] [Indexed: 02/08/2024]
Abstract
PURPOSE To systematically investigate the influence of preoperative depression diagnosis and symptom severity on outcomes after anterior cruciate ligament reconstruction (ACLR). METHODS A literature search was performed using the PubMed, Scopus, and Embase databases according to the 2020 PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-analyses) guidelines. Studies evaluating the impact of depression on clinical outcomes after ACLR were included. Clinical outcomes, changes in depression, and complications were aggregated. RESULTS Nine studies comprising 308,531 patients (mean age, 28.1 years; age range, 14-50 years) were included. The depression incidence ranged from 3.8% to 42%. Seven studies showed postoperative improvement in depression scores, with 5 reporting statistical significance. Assessment of depression exhibited substantial variability, with Patient-Reported Outcomes Measurement Information System (PROMIS) scores being the most common method. Patients with depression, despite showing greater improvements in scores, experienced significantly higher PROMIS Pain Interference scores preoperatively (range, 59.1-65.7 vs 56.8-59.2) and postoperatively (range, 46.3-52.3 vs 46.3-47.4) than patients without depression. They also showed significantly lower preoperative (range, 33-38.1 vs 39.7-41.5) and postoperative (range, 51.6-56.7 vs 56.7-57.6) PROMIS Physical Function scores, regardless of greater score improvement. Patients affected by depression had significantly higher rates of minimal clinically important difference achievement for the PROMIS Physical Function score (71%-100% vs 80%) and similar rates for the PROMIS Pain Interference score (71%-81% vs 68%) compared with patients without depression in 3 studies. Depression was associated with reduced adherence to rehabilitation protocols and increased postoperative complications, including infection, graft failure, arthrofibrosis, and readmission. CONCLUSIONS ACLR yields favorable outcomes for patients with and without preoperative depression. Individuals with preoperative depression may report inferior outcomes in terms of pain and functionality; nevertheless, despite these challenges, they exhibit significant improvements across all outcome measures after surgery, including reductions in depression levels. LEVEL OF EVIDENCE Level IV, systematic review of Level II to IV studies.
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Affiliation(s)
- José Rafael García
- Department of Orthopedic Surgery, Rush University Medical Center, Chicago, Illinois, U.S.A
| | - Stephanie A Boden
- Department of Orthopedic Surgery, Rush University Medical Center, Chicago, Illinois, U.S.A
| | | | | | | | - Felicitas Allende
- Department of Orthopedic Surgery, Rush University Medical Center, Chicago, Illinois, U.S.A
| | - Nikhil N Verma
- Department of Orthopedic Surgery, Rush University Medical Center, Chicago, Illinois, U.S.A
| | - Jorge Chahla
- Department of Orthopedic Surgery, Rush University Medical Center, Chicago, Illinois, U.S.A..
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Pahapill NK, Monahan PF, Graefe SB, Gallo RA. Preoperative Antidepressant Prescriptions Are Associated With Increased Opioid Prescriptions and Health Care Use but Similar Rates of Secondary Surgery Following Primary Anterior Cruciate Ligament Reconstruction in a Young Adult Population. Arthroscopy 2024; 40:2246-2253.e1. [PMID: 38190947 DOI: 10.1016/j.arthro.2023.12.030] [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: 08/15/2023] [Revised: 12/13/2023] [Accepted: 12/23/2023] [Indexed: 01/10/2024]
Abstract
PURPOSE To compare adverse events, postoperative opioid-prescribing patterns, health care use, and secondary anterior cruciate ligament reconstruction (ACLR) surgery rates of patients undergoing primary ACLR with a preoperative antidepressant prescription (ADP) against a propensity-matched group with no preoperative antidepressant prescription (NADP) using the TriNetX Diamond Network. METHODS Patients undergoing primary ACLR between ages 18 and 35 years of age were queried from the database using International Classification of Diseases, Tenth Revision/Current Procedural Terminology codes. Patients with an ADP were propensity matched in a 1:1 ratio to patients with NADP based on 11 patient characteristics. Postoperative rates of adverse events, emergency department (ED) visits, in-patient hospitalizations, outpatient services, physical therapy evaluations, postoperative opioid prescriptions, and secondary ACLR were compared at various time points. RESULTS In total, 3,736 patients with an ADP with an average age of 21.4 ± 4.5 years undergoing primary ACLR were propensity matched to patients with NADP. A significantly greater percentage of patients with an ADP received opioid prescriptions at 2 weeks (ADP 21%, NADP 11.3%, odds ratio [OR] 2.08), 6 weeks (ADP 25.5%, NADP 13.9%, OR 2.13), 3 months (ADP 27.6%, NADP 15.6%, OR 2.07), 6 months (ADP 30.5%, NADP 17.2%, OR 2.1), and 1 year (ADP 35.3%, NADP 20.2%, OR 2.16) postoperatively (P <.0001 for each time point). Patients with ADP had greater rates of ED visits (ADP 9.7%, NADP 7.1%, P < .0001, OR 1.39) and outpatient appointments (ADP 28.3%, NADP 21.8%) P < .0001, OR 1.42) at 3 months' postoperatively. Secondary surgery rates at 1 and 2 years were nonsignificant (P = .381 and P = .062, respectively). CONCLUSIONS Following ACLR, patients with ADP had a significant increase in postoperative opioid prescriptions at all time points and used more ED resources and outpatient services compared with patients with NADP at 3 months' postoperatively. Thirty-day postoperative adverse events and both 1- and 2-year secondary ACL surgery rates demonstrated no significant differences between the groups. LEVEL OF EVIDENCE Level III, retrospective comparative case series.
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Affiliation(s)
- Natalie K Pahapill
- Department of Orthopaedics and Rehabilitation, Penn State College of Medicine, Hershey, Pennsylvania, U.S.A..
| | - Peter F Monahan
- Department of Orthopaedics and Rehabilitation, Penn State College of Medicine, Hershey, Pennsylvania, U.S.A
| | - Steven B Graefe
- Department of Orthopaedics and Rehabilitation, Penn State College of Medicine, Hershey, Pennsylvania, U.S.A
| | - Robert A Gallo
- Department of Orthopaedics and Rehabilitation, Penn State College of Medicine, Hershey, Pennsylvania, U.S.A
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Gilat R, Mitchnik IY, Patel S, Dubin JA, Agar G, Tamir E, Lindner D, Beer Y. Pearls and pitfalls of PROMIS clinically significant outcomes in orthopaedic surgery. Arch Orthop Trauma Surg 2023; 143:6617-6629. [PMID: 37436494 DOI: 10.1007/s00402-023-04983-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 07/02/2023] [Indexed: 07/13/2023]
Abstract
INTRODUCTION Patient-Reported Outcome Measurement Information System (PROMIS) was developed as a uniform and generalizable PROM system using item response theory and computer adaptive testing. We aimed to assess the utilization of PROMIS for clinically significant outcomes (CSOs) measurements and provide insights into its use in orthopaedic research. MATERIALS AND METHODS We reviewed PROMIS CSO reports for orthopaedic procedures via PubMed, Cochrane Library, Embase, CINAHL, and Web of Science from inception to 2022, excluding abstracts and missing measurements. Bias was assessed using the Newcastle-Ottawa Scale (NOS) and questionnaire compliance. PROMIS domains, CSO measures, and study populations were described. A meta-analysis compared distribution and anchor-based MCIDs in low-bias (NOS ≥ 7) studies. RESULTS Overall, 54 publications from 2016 to 2022 were reviewed. PROMIS CSO studies were observational with increasing publication rates. Evidence-level was II in 10/54, bias low in 51/54, and compliance ≥ 86% in 46/54. Most (28/54) analysed lower extremity procedures. PROMIS domains examined Pain Function (PF) in 44/54, Pain Interference (PI) in 36/54, and Depression (D) in 18/54. Minimal clinically important difference (MCID) was reported in 51/54 and calculated based on distribution in 39/51 and anchor in 29/51. Patient acceptable symptom state (PASS), substantial clinical benefit (SCB), and minimal detectable change (MDC) were reported in ≤ 10/54. MCIDs were not significantly greater than MDCs. Anchor-based MCIDs were greater than distribution based MCIDs (standardized mean difference = 0.44, p < 0.001). CONCLUSIONS PROMIS CSOs are increasingly utilized, especially for lower extremity procedures assessing the PF, PI, and D domains using distribution-based MCID. Using more conservative anchor-based MCIDs and reporting MDCs may strengthen results. Researchers should consider unique pearls and pitfalls when assessing PROMIS CSOs.
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Affiliation(s)
- Ron Gilat
- Department of Orthopaedic Surgery, Shamir Medical Center and Tel Aviv University, Tel Aviv, Israel.
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.
| | - Ilan Y Mitchnik
- Department of Orthopaedic Surgery, Shamir Medical Center and Tel Aviv University, Tel Aviv, Israel
- Department of Military Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Sumit Patel
- Western Michigan University, Kalamazoo, MI, USA
| | - Jeremy A Dubin
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- Department of Orthopaedic Surgery, Tel Aviv Medical Center, Tel Aviv, Israel
| | - Gabriel Agar
- Department of Orthopaedic Surgery, Shamir Medical Center and Tel Aviv University, Tel Aviv, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Eran Tamir
- Department of Orthopaedic Surgery, Shamir Medical Center and Tel Aviv University, Tel Aviv, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Dror Lindner
- Department of Orthopaedic Surgery, Shamir Medical Center and Tel Aviv University, Tel Aviv, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Yiftah Beer
- Department of Orthopaedic Surgery, Shamir Medical Center and Tel Aviv University, Tel Aviv, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
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Leguizamo F, Núñez A, Gervilla E, Olmedilla A, Garcia-Mas A. Exploring attributional and coping strategies in competitive injured athletes: a qualitative approach. Front Psychol 2023; 14:1287951. [PMID: 37965668 PMCID: PMC10641461 DOI: 10.3389/fpsyg.2023.1287951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2023] [Accepted: 10/10/2023] [Indexed: 11/16/2023] Open
Abstract
Introduction This study explores the attributions and coping strategies of athletes who experienced psychological impact from sport injuries or illness from a qualitative methodology. Purpose To understand athletes' unique perspectives on injury and recovery, framed in the Global Model of Sport Injuries, and contribute to the development of effective interventions and support programs for athletes. Methods A qualitative research approach was employed, conducting semi-structured interviews with an ad hoc sample of 16 athletes, representing diverse backgrounds and competitive levels. Interviews were transcribed and analyzed using NVivo software, identifying themes and codes related to attributions and coping strategies. Results Athletes attributed their sport injury mostly to bad luck, routine deviations, and negative mental states, while coping strategies used included cognitive restructuring, emotional calming, seeking social support, mental withdrawal, and behavioral risk. Factors such as training deviations, social support, psychological responses, and injury diagnosis seems to have influenced the coping strategies employed. Conclusions Sport injuries and illnesses significantly impact athletes' careers and wellbeing. Support and effective communication from coaching staff and healthcare professionals were identified as crucial for athletes' wellbeing. These findings contribute to understanding the psychological processes and experiences involved in sport injury recovery and highlight key elements for prevention and intervention protocols. Future research should explore communication patterns in sports contexts and assess attributions and coping strategies at different stages of injury recovery.
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Affiliation(s)
- Federico Leguizamo
- Department of Psychology, University of the Balearic Islands, Palma, Spain
- Research Group in Data Analysis (GRAD), Department of Psychology, University of the Balearic Islands, Palma, Spain
- Statistical and Psychometric Procedures Applied in Health Sciences (PSICOMEST), Health Research Institute Foundation of the Balearic Islands, Palma, Spain
| | - Antonio Núñez
- Research Group of Sports Sciences (GICAFE), Department of Psychology, University of the Balearic Islands, Palma, Spain
| | - Elena Gervilla
- Department of Psychology, University of the Balearic Islands, Palma, Spain
- Research Group in Data Analysis (GRAD), Department of Psychology, University of the Balearic Islands, Palma, Spain
- Statistical and Psychometric Procedures Applied in Health Sciences (PSICOMEST), Health Research Institute Foundation of the Balearic Islands, Palma, Spain
| | - Aurelio Olmedilla
- Department of Personality, Evaluation, and Psychological Treatment, Regional Campus of Excellence Mare Nostrum, University of Murcia, Murcia, Spain
| | - Alejandro Garcia-Mas
- Department of Psychology, University of the Balearic Islands, Palma, Spain
- Research Group of Sports Sciences (GICAFE), Department of Psychology, University of the Balearic Islands, Palma, Spain
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Schaffer JC, Kuhns B, Reuter J, Sholtis C, Karnyski S, Goldblatt JP, Bronstein RD, Maloney MD, Baumhauer J, Mannava S. Clinically Depressed Patients Having Anterior Cruciate Ligament Reconstruction Show Improved but Inferior Rate of Achieving Minimum Clinically Important Difference for Patient-Reported Outcomes Measurement Information System Compared With Situationally Depressed or Nondepressed Patients. Arthroscopy 2022; 38:2863-2872. [PMID: 35550418 DOI: 10.1016/j.arthro.2022.04.013] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Revised: 04/07/2022] [Accepted: 04/19/2022] [Indexed: 02/02/2023]
Abstract
PURPOSE To determine whether the preoperative diagnosis of depression predicted worse postoperative outcomes, including physical therapy (PT) compliance, return-to-sport, and patient-reported outcomes using the Patient-Reported Outcomes Measurement Information System (PROMIS) after anterior cruciate ligament (ACL) reconstruction. METHODS A multisurgeon series of consecutive patients who had undergone ACL reconstruction with minimum 2-year follow-up were included. Chart review was conducted to determine depression diagnosis status, demographic data, rehabilitation PT compliance, return to sports, and patient-reported outcome data using PROMIS. Patients who met the PROMIS threshold for mild depression but did not carry a clinical diagnosis of depression were classified as "situationally depressed." RESULTS Ninety-five of 115 consecutive patients (81%) met inclusion criteria with an average follow-up of 34 ± 1.9 months. Fourteen patients (15%) had a preoperative diagnosis of depression, whereas 21 (22%) were considered situationally depressed. Clinically depressed patients had a greater rate of PT noncompliance (33.2% ± 17.6% vs 21.9% ± 12.6%; P = .02) and a lower postoperative PROMIS Physical Function (50.8 ± 7.7 vs 57.8 ± 11.0; P = .03 compared with patients without depression. Situationally depressed patients had lower preoperative physical function (35.4 vs 42.5; P = .04) with no differences in postoperative outcomes scores compared to the non-depressed cohort.19/21 (90.5%) of situationally depressed patients had postoperative resolution of their depressive symptoms. CONCLUSIONS Situationally depressed patients without a clinical diagnosis of depression can expect significant improvements in both pain and function, as well as a resolution of their depressed mood based on PROMIS scores as they progress through recovery after ACL reconstruction. Clinically depressed patients also experience significant improvements; however, their rate of achieving the minimum clinically important difference for PROMIS outcomes may be less than their nondepressed or situationally depressed counterparts. LEVEL OF EVIDENCE III, prognostic comparative trial.
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Affiliation(s)
- Joseph C Schaffer
- Department of Orthopaedics & Rehabilitation, University of Rochester Medical Center, Rochester, New York, U.S.A
| | - Benjamin Kuhns
- Department of Orthopaedics & Rehabilitation, University of Rochester Medical Center, Rochester, New York, U.S.A.
| | - John Reuter
- Department of Orthopaedics & Rehabilitation, University of Rochester Medical Center, Rochester, New York, U.S.A
| | - Connor Sholtis
- Department of Orthopaedics & Rehabilitation, University of Rochester Medical Center, Rochester, New York, U.S.A
| | - Steven Karnyski
- Department of Orthopaedics & Rehabilitation, University of Rochester Medical Center, Rochester, New York, U.S.A
| | - John P Goldblatt
- Department of Orthopaedics & Rehabilitation, University of Rochester Medical Center, Rochester, New York, U.S.A
| | - Robert D Bronstein
- Department of Orthopaedics & Rehabilitation, University of Rochester Medical Center, Rochester, New York, U.S.A
| | - Michael D Maloney
- Department of Orthopaedics & Rehabilitation, University of Rochester Medical Center, Rochester, New York, U.S.A
| | - Judith Baumhauer
- Department of Orthopaedics & Rehabilitation, University of Rochester Medical Center, Rochester, New York, U.S.A
| | - Sandeep Mannava
- Department of Orthopaedics & Rehabilitation, University of Rochester Medical Center, Rochester, New York, U.S.A
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Zafra AO, Martins B, Ponseti-Verdaguer FJ, Ruiz-Barquín R, García-Mas A. It Is Not Just Stress: A Bayesian Approach to the Shape of the Negative Psychological Features Associated with Sport Injuries. Healthcare (Basel) 2022; 10:236. [PMID: 35206851 PMCID: PMC8872058 DOI: 10.3390/healthcare10020236] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 01/19/2022] [Accepted: 01/25/2022] [Indexed: 02/02/2023] Open
Abstract
The main objective of this study is to extend the stress and injury model of Andersen and Williams to other "negative" psychological variables, such as anxiety and depression, encompassed in the conceptual model of Olmedilla and García-Mas. The relationship is studied of this psychological macro-variable with two other variables related to sports injuries: the search for social support and the search for connections between risk and the environment of athletes. A combination of classic methods and probabilistic approaches through Bayesian networks is used. The study samples comprised 455 traditional and indoor football players (323 male and 132 female) of an average age of 21.66 years (±4.46). An ad hoc questionnaire was used for the corresponding sociodemographic data and data relating to injuries. The variables measured were the emotional states of: stress, depression and anxiety, the attitude towards risk-taking in different areas, and the evaluation of the perception of social support. The results indicate that the probabilistic analysis conducted gives a boost to the classic model focused on stress, as well as the conceptual planning derived from the Global Model of Sports Injuries (GMSI), supporting the possibility of extending the stress model to other variables, such as anxiety and depression ("negative" triad).
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Affiliation(s)
- Aurelio Olmedilla Zafra
- Department of Personality, Evaluation, and Psychological Treatment, Campus Regional Excellence Mare Nostrum, University of Murcia, 30100 Murcia, Spain;
| | - Bruno Martins
- GICAFE (Research Group of Sports Sciences—UIB), University of Lisbon, 1649-004 Lisbon, Portugal;
| | - F. Javier Ponseti-Verdaguer
- GICAFE (Research Group of Sports Sciences), Department of Pedagogy, University of the Balearic Islands, 07122 Palma, Spain
| | - Roberto Ruiz-Barquín
- Department of Evolutive and Educational Psychology, Autonomous University of Madrid, 28049 Madrid, Spain;
| | - Alejandro García-Mas
- GICAFE (Research Group of Sports Sciences), Department of Psychology, University of the Balearic Islands, 07122 Palma, Spain;
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