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Benedict B, Frumkin M, Botterbush K, Javeed S, Zhang JK, Yakdan S, Neuman BJ, Steinmetz MP, Ghogawala Z, Kelly MP, Goodin BR, Piccirillo JF, Ray WZ, Rodebaugh TL, Greenberg JK. Using Multimodal Assessments to Reevaluate Depression Designations for Spine Surgery Candidates. J Bone Joint Surg Am 2024; 106:1704-1712. [PMID: 39052762 DOI: 10.2106/jbjs.23.01195] [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] [Indexed: 07/27/2024]
Abstract
BACKGROUND Depression is common in spine surgery candidates and may influence postoperative outcomes. Ecological momentary assessments (EMAs) can overcome limitations of existing depression screening methods (e.g., recall bias, inaccuracy of historical diagnoses) by longitudinally monitoring depression symptoms in daily life. In this study, we compared EMA-based depression assessment with retrospective self-report (a 9-item Patient Health Questionnaire [PHQ-9]) and chart-based depression diagnosis in lumbar spine surgery candidates. We further examined the associations of each depression assessment method with surgical outcomes. METHODS Adult patients undergoing lumbar spine surgery (n = 122) completed EMAs quantifying depressive symptoms up to 5 times daily for 3 weeks preoperatively. Correlations (rank-biserial or Spearman) among EMA means, a chart-based depression history, and 1-time preoperative depression surveys (PHQ-9 and Psychache Scale) were analyzed. Confirmatory factor analysis was used to categorize PHQ-9 questions as somatic or non-somatic; subscores were compared with a propensity score-matched general population cohort. The associations of each screening modality with 6-month surgical outcomes (pain, disability, physical function, pain interference) were analyzed with multivariable regression. RESULTS The association between EMA Depression scores and a depression history was weak (r rb = 0.34 [95% confidence interval (CI), 0.14 to 0.52]). Moderate correlations with EMA-measured depression symptoms were observed for the PHQ-9 (r s = 0.51 [95% CI, 0.37 to 0.63]) and the Psychache Scale (r s = 0.68 [95% CI, 0.57 to 0.76]). Compared with the matched general population cohort, spine surgery candidates endorsed similar non-somatic symptoms but significantly greater somatic symptoms on the PHQ-9. EMA Depression scores had a stronger association with 6-month surgical outcomes than the other depression screening modalities did. CONCLUSIONS A history of depression in the medical record is not a reliable indication of preoperative depression symptom severity. Cross-sectional depression assessments such as PHQ-9 have stronger associations with daily depression symptoms but may conflate somatic depression symptoms with spine-related disability. As an alternative to these methods, mobile health technology and EMAs provide an opportunity to collect real-time, longitudinal data on depression symptom severity, potentially improving prognostic accuracy. LEVEL OF EVIDENCE Diagnostic Level III . See Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
- Braeden Benedict
- Department of Neurological Surgery, Washington University, St. Louis, Missouri
| | - Madelyn Frumkin
- Department of Psychology and Brain Sciences, Washington University, St. Louis, Missouri
| | - Kathleen Botterbush
- Department of Neurological Surgery, Washington University, St. Louis, Missouri
| | - Saad Javeed
- Department of Neurological Surgery, Washington University, St. Louis, Missouri
| | - Justin K Zhang
- Department of Neurological Surgery, Washington University, St. Louis, Missouri
- Department of Neurological Surgery, University of Utah, Salt Lake City, Missouri
| | - Salim Yakdan
- Department of Neurological Surgery, Washington University, St. Louis, Missouri
| | - Brian J Neuman
- Department of Orthopedic Surgery, Washington University, St. Louis, Missouri
| | - Michael P Steinmetz
- Department of Neurosurgery, Cleveland Clinic Lerner College of Medicine, Cleveland, Ohio
| | - Zoher Ghogawala
- Department of Neurosurgery, Lahey Hospital and Medical Center, Burlington, Massachusetts
| | - Michael P Kelly
- Department of Orthopedic Surgery, Rady Children's Hospital, San Diego, California
| | - Burel R Goodin
- Department of Anesthesiology, Washington University, St. Louis, Missouri
| | - Jay F Piccirillo
- Department of Otolaryngology, Washington University, St. Louis, Missouri
| | - Wilson Z Ray
- Department of Neurological Surgery, Washington University, St. Louis, Missouri
| | - Thomas L Rodebaugh
- Department of Psychology and Neuroscience, University of North Carolina, Chapel Hill, North Carolina
| | - Jacob K Greenberg
- Department of Neurological Surgery, Washington University, St. Louis, Missouri
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Javeed S, Benedict B, Yakdan S, Saleem S, Zhang JK, Botterbush K, Frumkin MR, Hardi A, Neuman B, Kelly MP, Steinmetz MP, Piccirillo JF, Goodin BR, Rodebaugh TL, Ray WZ, Greenberg JK. Implications of Preoperative Depression for Lumbar Spine Surgery Outcomes: A Systematic Review and Meta-Analysis. JAMA Netw Open 2024; 7:e2348565. [PMID: 38277149 PMCID: PMC10818221 DOI: 10.1001/jamanetworkopen.2023.48565] [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: 07/01/2023] [Accepted: 11/07/2023] [Indexed: 01/27/2024] Open
Abstract
Importance Comorbid depression is common among patients with degenerative lumbar spine disease. Although a well-researched topic, the evidence of the role of depression in spine surgery outcomes remains inconclusive. Objective To investigate the association between preoperative depression and patient-reported outcome measures (PROMs) after lumbar spine surgery. Data Sources A systematic search of PubMed, Cochrane Database of Systematic Reviews, Embase, Scopus, PsychInfo, Web of Science, and ClinicalTrials.gov was performed from database inception to September 14, 2023. Study Selection Included studies involved adults undergoing lumbar spine surgery and compared PROMs in patients with vs those without depression. Studies evaluating the correlation between preoperative depression and disease severity were also included. Data Extraction and Synthesis All data were independently extracted by 2 authors and independently verified by a third author. Study quality was assessed using Newcastle-Ottawa Scale. Random-effects meta-analysis was used to synthesize data, and I2 was used to assess heterogeneity. Metaregression was performed to identify factors explaining the heterogeneity. Main Outcomes and Measures The primary outcome was the standardized mean difference (SMD) of change from preoperative baseline to postoperative follow-up in PROMs of disability, pain, and physical function for patients with vs without depression. Secondary outcomes were preoperative and postoperative differences in absolute disease severity for these 2 patient populations. Results Of the 8459 articles identified, 44 were included in the analysis. These studies involved 21 452 patients with a mean (SD) age of 57 (8) years and included 11 747 females (55%). Among these studies, the median (range) follow-up duration was 12 (6-120) months. The pooled estimates of disability, pain, and physical function showed that patients with depression experienced a greater magnitude of improvement compared with patients without depression, but this difference was not significant (SMD, 0.04 [95% CI, -0.02 to 0.10]; I2 = 75%; P = .21). Nonetheless, patients with depression presented with worse preoperative disease severity in disability, pain, and physical function (SMD, -0.52 [95% CI, -0.62 to -0.41]; I2 = 89%; P < .001), which remained worse postoperatively (SMD, -0.52 [95% CI, -0.75 to -0.28]; I2 = 98%; P < .001). There was no significant correlation between depression severity and the primary outcome. A multivariable metaregression analysis suggested that age, sex (male to female ratio), percentage of comorbidities, and follow-up attrition were significant sources of variance. Conclusions and Relevance Results of this systematic review and meta-analysis suggested that, although patients with depression had worse disease severity both before and after surgery compared with patients without depression, they had significant potential for recovery in disability, pain, and physical function. Further investigations are needed to examine the association between spine-related disability and depression as well as the role of perioperative mental health treatments.
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Affiliation(s)
- Saad Javeed
- Department of Neurological Surgery, Washington University, St Louis, Missouri
| | - Braeden Benedict
- Department of Neurological Surgery, Washington University, St Louis, Missouri
| | - Salim Yakdan
- Department of Neurological Surgery, Washington University, St Louis, Missouri
| | - Samia Saleem
- Department of Musculoskeletal Research, Washington University, St Louis, Missouri
| | - Justin K. Zhang
- Department of Neurological Surgery, Washington University, St Louis, Missouri
| | - Kathleen Botterbush
- Department of Neurological Surgery, Washington University, St Louis, Missouri
| | - Madelyn R. Frumkin
- Department of Psychology and Brain Sciences, Washington University, St Louis, Missouri
| | - Angela Hardi
- Becker Medical Library, Washington University, St Louis, Missouri
| | - Brian Neuman
- Department of Orthopedic Surgery, Washington University, St Louis, Missouri
| | - Michael P. Kelly
- Department of Orthopedic Surgery, Rady Children’s Hospital, University of California, San Diego, San Diego
| | | | - Jay F. Piccirillo
- Department of Otolaryngology, Washington University, St Louis, Missouri
| | - Burel R. Goodin
- Department of Anesthesiology, Washington University, St Louis, Missouri
| | - Thomas L. Rodebaugh
- Department of Psychology and Brain Sciences, Washington University, St Louis, Missouri
| | - Wilson Z. Ray
- Department of Neurological Surgery, Washington University, St Louis, Missouri
| | - Jacob K. Greenberg
- Department of Neurological Surgery, Washington University, St Louis, Missouri
- Department of Neurological Surgery, Cleveland Clinic, Cleveland, Ohio
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Toivonen LA, Häkkinen A, Pekkanen L, Kyrölä K, Kautiainen H, Neva MH. Benefits of lumbar spine fusion surgery reach 10 years with various surgical indications. NORTH AMERICAN SPINE SOCIETY JOURNAL 2023; 16:100276. [PMID: 37840551 PMCID: PMC10570578 DOI: 10.1016/j.xnsj.2023.100276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/18/2023] [Revised: 08/28/2023] [Accepted: 09/02/2023] [Indexed: 10/17/2023]
Abstract
Background Context Lumbar spine fusion (LSF) surgery is a viable form of treatment for several spinal disorders. Treatment effects are preferably to be endorsed in real-life settings. Methods This prospective study evaluated the 10-year outcomes of LSF. A population-based series of elective LSFs performed at 2 spine centers between January 2008 and June 2012 were enrolled. Surgeries for tumor, acute fracture, or infection, neuromuscular scoliosis, or postoperative conditions were excluded. The following patient-reported outcome measures (PROMs) were collected at baseline, and 1, 2, 5, and 10 years postsurgery: VAS for back and leg pain, ODI, SF-36. Longitudinal measures of PROMs were analyzed using mixed-effects models. Results A total of 683 patients met the inclusion criteria, and 630 (92%) of them completed baseline and at least 1 follow-up PROMs, and they constituted the study population. Mean age was 61 (SD 12) years, 69% women. According to surgical indication, patients were stratified into degenerative spondylolisthesis (DS, n=332, 53%), spinal stenosis (SS, n=102, 16%), isthmic spondylolisthesis (IS, n=97, 15%), degenerative disc disease (DDD, n=52, 8%), and deformity (DF, n=47, 7%).All diagnostic cohorts demonstrated significant improvement at 1 year, followed by a partial loss of benefits by 10 years. ODI baselines and changes at 1 and 10 years were: (DS) 45, -21, and -14; (SS) 51, -24, and -13; (IS) 41, -24, and -20; (DDD) 50, -20, and -20; and (DF) 50, -21, and -16, respectively. Comparable patterns were seen in pain scores. Significant HRQoL achievements were recorded in all cohorts, greatest in physical domains, but also substantial in mental aspects of HRQoL. Conclusions Benefits of LSF were partially lost but still meaningful at 10 years of surgery. Long-term benefits seemed milder with degenerative conditions, reflecting the progress of the ongoing spinal degeneration. Benefits were most overt in pain and physical function measures.
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Affiliation(s)
- Leevi A. Toivonen
- Department of Orthopedics and Traumatology, Tampere University Hospital, Elämänaukio 2, PB 272, Tampere, 33101, Finland
| | - Arja Häkkinen
- Faculty of Sport and Health Sciences, University of Jyväskylä, Seminaarinkatu 15, Jyväskylä, 40014, Finland
| | - Liisa Pekkanen
- Department of Surgery, Central Finland Healthcare District, Hoitajantie 3, Jyväskylä, 40620, Finland
| | - Kati Kyrölä
- Department of Surgery, Central Finland Healthcare District, Hoitajantie 3, Jyväskylä, 40620, Finland
| | - Hannu Kautiainen
- Primary Health Care Unit, Kuopio University Hospital, Yliopistonranta 8, Kuopio, 70210, Finland
- Folkhälsan Research Center, Topeliuksenkatu 20, Helsinki, 00250, Finland
| | - Marko H. Neva
- Department of Orthopedics and Traumatology, Tampere University Hospital, Elämänaukio 2, PB 272, Tampere, 33101, Finland
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Colasanti CA, Lin CC, Anil U, Simovitch RW, Virk MS, Zuckerman JD. Impact of mental health on outcomes after total shoulder arthroplasty. J Shoulder Elbow Surg 2022; 32:980-990. [PMID: 36460262 DOI: 10.1016/j.jse.2022.10.028] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 10/03/2022] [Accepted: 10/20/2022] [Indexed: 12/02/2022]
Abstract
BACKGROUND Anxiety and depression are the 2 most commonly diagnosed psychiatric disorders in the United States. The effect of these disorders on total shoulder arthroplasty (TSA) outcomes must be appreciated. The purpose of this study was to examine the correlation between a preoperative diagnosis of anxiety and depression and postoperative outcomes after TSA. The secondary goals were to determine whether patients contemporaneously treated with medication for their mental health diagnosis fared better than a cohort treated without medication and to examine the degree to which Patient-Reported Outcomes Measurement Information System Mental Health (PROMIS-MH) scores correlate with patient outcomes. Our hypothesis was that a history of anxiety and/or depression would negatively impact patient outcomes after TSA. METHODS We performed a retrospective analysis of a prospectively collected cohort at a single institution. Patients undergoing anatomic total shoulder arthroplasty (aTSA) and reverse total shoulder arthroplasty (rTSA) with anxiety and/or depression were identified and compared with a cohort of patients without a mental health diagnosis enrolled in an institutional registry from 2011 to 2020. Demographic characteristics, diagnoses, implant types, range of motion, adverse events, and clinical outcome metric scores-PROMIS-MH score, American Shoulder and Elbow Surgeons score, Constant score, Shoulder Arthroplasty Smart Score-were recorded. Outcomes between cohorts were analyzed using conventional statistics, as well as stratification by the minimal clinically important difference and substantial clinical benefit thresholds where applicable. RESULTS The study comprised 218 patients (114 rTSA and 95 aTSA patients) with a diagnosis of either anxiety and/or depression and 378 patients (153 rTSA and 217 aTSA patients) with no history. Although both cohorts achieved the minimal clinically important difference and substantial clinical benefit thresholds for the postoperative American Shoulder and Elbow Surgeons score, the cohort with anxiety and/or depression showed lower postoperative outcome scores (P < .05), higher AE rates, and significantly lower preoperative-to-postoperative differences in all variables when compared with the cohort without anxiety and/or depression. There were no differences in outcome scores after rTSA or aTSA between patients being treated for anxiety and/or depression and those not receiving treatment. The PROMIS-MH score was positively correlated with postoperative outcomes and patient satisfaction. CONCLUSION This study shows that patients with anxiety and/or depression who underwent TSA had inferior postoperative outcomes and higher rates of AEs compared with a cohort without a mental health diagnosis. In addition, patients taking medication for treatment of depression and/or anxiety did not gain any significant benefit in terms of their postoperative shoulder outcomes or satisfaction rate compared with those with this diagnosis but not taking medication. Additionally, we found that, independent of a patient's underlying shoulder pathology or psychiatric diagnosis, lower PROMIS-MH scores were correlated with worse postoperative outcomes.
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Affiliation(s)
| | - Charles C Lin
- Department of Orthopaedic Surgery, NYU Langone Orthopedic Hospital, New York, NY, USA
| | - Utkarsh Anil
- Department of Orthopaedic Surgery, NYU Langone Orthopedic Hospital, New York, NY, USA
| | - Ryan W Simovitch
- Department of Orthopaedic Surgery, Hospital for Special Surgery, West Palm Beach, FL, USA
| | - Mandeep S Virk
- Department of Orthopaedic Surgery, NYU Langone Orthopedic Hospital, New York, NY, USA
| | - Joseph D Zuckerman
- Department of Orthopaedic Surgery, NYU Langone Orthopedic Hospital, New York, NY, USA
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Siempis T, Prassas A, Alexiou GA, Voulgaris S, Tsitsopoulos PP. A systematic review on the prevalence of preoperative and postoperative depression in lumbar fusion. J Clin Neurosci 2022; 104:91-95. [PMID: 35987119 DOI: 10.1016/j.jocn.2022.08.001] [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: 05/16/2022] [Revised: 07/11/2022] [Accepted: 08/01/2022] [Indexed: 11/25/2022]
Abstract
BACKGROUND Depression and Degenerative Spine Disease (DSD) frequently co-exist. Pooled prevalence estimates of depression before and after lumbar fusion surgery has not been analyzed before. The purpose of this systematic review was to estimate the pre- and post-operative prevalence of depression in patients with DSD undergoing lumbar fusion. METHODS A literature review until April 30th 2022 was performed. All studies on DSD patients undergoing lumbar spine fusion surgery with either a history of formal diagnosis of depression or a recording of depression using a validated tool were included. Patients with other psychiatric conditions or undergoing a different form of spinal surgery were excluded. Risk of bias of the included studies was evaluated using the Newcastle-Ottawa Scale. RESULTS Fifteen (15) studies with a total of 98.375 patients met the inclusion and exclusion criteria and were included in the analysis. The prevalence estimate of depression in patients before surgery was 15,35 % (95% CI: 10,56-20,86%). In the 7 studies including patients who had undergone lumbar fusion, the pooled prevalence was estimated 11,46% (95% CI: 8,11-15,30%). CONCLUSION An increased prevalence of depression in patients undergoing lumbar spine fusion was noted. Given the correlation between depression and poor surgical outcomes, strategies should be identified to prevent and treat depression in these patients.
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Affiliation(s)
- Timoleon Siempis
- Department of Neurosurgery, Medical School, University of Ioannina, Ioannina, Greece
| | - Aristeidis Prassas
- Department of Neurosurgery, Papageorgiou General Hospital, Thessaloniki, Greece
| | - George A Alexiou
- Department of Neurosurgery, Medical School, University of Ioannina, Ioannina, Greece.
| | - Spyridon Voulgaris
- Department of Neurosurgery, Medical School, University of Ioannina, Ioannina, Greece
| | - Parmenion P Tsitsopoulos
- Department of Neurosurgery, Hippokratio General Hospital, Aristotle University of Thessaloniki School of Medicine, Thessaloniki, Greece
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Decisional Regret Among Older Adults Undergoing Corrective Surgery for Adult Spinal Deformity: A Single Institutional Study. Spine (Phila Pa 1976) 2022; 47:E337-E346. [PMID: 34812198 DOI: 10.1097/brs.0000000000004287] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective. OBJECTIVE To investigate the prevalence of decisional regret among older adults undergoing surgery for adult spinal deformity (ASD). SUMMARY OF BACKGROUND DATA Among older adults (≥65 years old), ASD is a leading cause of disability, with a population prevalence of 60% to 70%. While surgery is beneficial and results in functional improvement, in over 20% of older adults outcomes from surgery are less desirable. METHODS Older adults with ASD who underwent spinal surgery at a quaternary medical center from January 1, 2016 to March 1, 2019, were enrolled in this study. Patients were categorized into medium/high or low-decisional regret cohorts based on their responses to the Ottawa decision regret questionnaire. Decisional regret assessments were completed 24 months after surgery. The primary outcome measure was prevalence of decisional regret after surgery. Factors associated with high decisional regret were analyzed by multivariate logistic regression. RESULTS A total of 155 patients (mean age, 69.5 yrs) met the study inclusion criteria. Overall, 80% agreed that having surgery was the right decision for them, and 77% would make the same choice in future. A total of 21% regretted the choice that they made, and 21% responded that surgery caused them harm. Comparing patient cohorts reporting medium/high- versus low-decisional regret, there were no differences in baseline demographics, comorbidities, invasiveness of surgery, length of stay, discharge disposition, or extent of functional improvement 12-months after surgery. After adjusting for sex, American Society of Anesthesiologists score, invasiveness of surgery, and presence of a postoperative complication, older adults with preoperative depression had a 4.0 fold increased odds of high-decisional regret (P = 0.04). Change in health related quality of life measures were similar between all groups at 12-months after surgery. CONCLUSION While the majority of older adults were appropriately counseled and satisfied with their decision, one-in-five older adults regret their decision to undergo surgery. Preoperative depression was associated with medium/high decisional regret on multivariate analysis.Level of Evidence: 4.
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