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Hébert JJ, Adams T, Cunningham E, El-Mughayyar D, Manson N, Abraham E, Wedderkopp N, Bigney E, Richardson E, Vandewint A, Small C, Kolyvas G, Roux AL, Robichaud A, Weber MH, Fisher C, Dea N, Plessis SD, Charest-Morin R, Christie SD, Bailey CS, Rampersaud YR, Johnson MG, Paquet J, Nataraj A, LaRue B, Hall H, Attabib N. Prediction of 2-year clinical outcome trajectories in patients undergoing anterior cervical discectomy and fusion for spondylotic radiculopathy. J Neurosurg Spine 2023; 38:56-65. [PMID: 36115059 DOI: 10.3171/2022.7.spine22592] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Accepted: 07/22/2022] [Indexed: 01/04/2023]
Abstract
OBJECTIVE Anterior cervical discectomy and fusion (ACDF) is often described as the gold standard surgical technique for cervical spondylotic radiculopathy. Although outcomes are considered favorable, there is little prognostic evidence to guide patient selection for ACDF. This study aimed to 1) describe the 24-month postoperative trajectories of arm pain, neck pain, and pain-related disability; and 2) identify perioperative prognostic factors that predict trajectories representing poor clinical outcomes. METHODS In this retrospective cohort study, patients with cervical spondylotic radiculopathy who underwent ACDF at 1 of 12 orthopedic or neurological surgery centers were recruited. Potential outcome predictors included demographic, health, clinical, and surgery-related prognostic factors. Surgical outcomes were classified by trajectories of arm pain intensity, neck pain intensity (numeric pain rating scales), and pain-related disability (Neck Disability Index) from before surgery to 24 months postsurgery. Trajectories of postoperative pain and disability were estimated with latent class growth analysis, and prognostic factors associated with poor outcome trajectory were identified with robust Poisson models. RESULTS The authors included data from 352 patients (mean age 50.9 [SD 9.5] years; 43.8% female). The models estimated that 15.5%-23.5% of patients followed a trajectory consistent with a poor clinical outcome. Lower physical and mental health-related quality of life, moderate to severe risk of depression, and longer surgical wait time and procedure time predicted poor postoperative trajectories for all outcomes. Receiving compensation and smoking additionally predicted a poor neck pain outcome. Regular exercise, physiotherapy, and spinal injections before surgery were associated with a lower risk of poor disability outcome. Patients who used daily opioids, those with worse general health, or those who reported predominant neck pain or a history of depression were at greater risk of poor disability outcome. CONCLUSIONS Patients who undergo ACDF for cervical spondylotic radiculopathy experience heterogeneous postoperative trajectories of pain and disability, with 15.5%-23.5% of patients experiencing poor outcomes. Demographic, health, clinical, and surgery-related prognostic factors can predict ACDF outcomes. This information may further assist surgeons with patient selection and with setting realistic expectations. Future studies are needed to replicate and validate these findings prior to confident clinical implementation.
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Affiliation(s)
- Jeffrey J Hébert
- 1Faculty of Kinesiology, University of New Brunswick, Fredericton, New Brunswick, Canada
- 2School of Psychology and Exercise Science, Murdoch University, Murdoch, Western Australia, Australia
| | - Tyler Adams
- 1Faculty of Kinesiology, University of New Brunswick, Fredericton, New Brunswick, Canada
| | - Erin Cunningham
- 1Faculty of Kinesiology, University of New Brunswick, Fredericton, New Brunswick, Canada
| | | | - Neil Manson
- 3Canada East Spine Centre, Saint John, New Brunswick, Canada
- 4Division of Orthopaedic Surgery, Zone 2, Horizon Health Network, Saint John, New Brunswick, Canada
- 5Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Edward Abraham
- 3Canada East Spine Centre, Saint John, New Brunswick, Canada
- 4Division of Orthopaedic Surgery, Zone 2, Horizon Health Network, Saint John, New Brunswick, Canada
- 5Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Niels Wedderkopp
- 6Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
- 7The Orthopedic Department, Hospital of Southwestern Jutland, Esbjerg, Denmark
| | - Erin Bigney
- 3Canada East Spine Centre, Saint John, New Brunswick, Canada
- 8Research Services, Zone 2, Horizon Health Network, Saint John, New Brunswick, Canada
| | - Eden Richardson
- 3Canada East Spine Centre, Saint John, New Brunswick, Canada
- 8Research Services, Zone 2, Horizon Health Network, Saint John, New Brunswick, Canada
| | - Amanda Vandewint
- 3Canada East Spine Centre, Saint John, New Brunswick, Canada
- 8Research Services, Zone 2, Horizon Health Network, Saint John, New Brunswick, Canada
| | - Chris Small
- 3Canada East Spine Centre, Saint John, New Brunswick, Canada
- 4Division of Orthopaedic Surgery, Zone 2, Horizon Health Network, Saint John, New Brunswick, Canada
- 5Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - George Kolyvas
- 3Canada East Spine Centre, Saint John, New Brunswick, Canada
- 5Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Andre le Roux
- 3Canada East Spine Centre, Saint John, New Brunswick, Canada
- 5Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
- 9Division of Neurosurgery, Zone 2, Horizon Health Network, Saint John, New Brunswick, Canada
| | - Aaron Robichaud
- 3Canada East Spine Centre, Saint John, New Brunswick, Canada
- 5Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
- 9Division of Neurosurgery, Zone 2, Horizon Health Network, Saint John, New Brunswick, Canada
| | - Michael H Weber
- 10Department of Neurology and Neurosurgery, McGill University, Montréal, Québec, Canada
- 21Department of Surgery, Montréal General Hospital, McGill University, Montréal, Québec, Canada
| | - Charles Fisher
- 11Combined Neurosurgical and Orthopaedic Spine Program, Department of Orthopaedic Surgery, University of British Columbia, Vancouver, British Columbia, Canada
| | - Nicolas Dea
- 11Combined Neurosurgical and Orthopaedic Spine Program, Department of Orthopaedic Surgery, University of British Columbia, Vancouver, British Columbia, Canada
| | | | - Raphaele Charest-Morin
- 11Combined Neurosurgical and Orthopaedic Spine Program, Department of Orthopaedic Surgery, University of British Columbia, Vancouver, British Columbia, Canada
| | - Sean D Christie
- 13Division of Neurosurgery, Halifax Infirmary, Halifax, Nova Scotia, Canada
| | - Christopher S Bailey
- 14Department of Orthopaedic Surgery, London Health Science Centre, Western University, London, Ontario, Canada
| | - Y Raja Rampersaud
- 15Division of Orthopaedic Surgery, Department of Surgery, University Health Network, University of Toronto, Ontario, Canada
| | - Michael G Johnson
- 16Department of Orthopaedics, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Jerome Paquet
- 17Centre de Recherche CHU de Québec, CHU de Québec-Université Laval, Québec City, Québec, Canada
| | - Andrew Nataraj
- 18Division of Neurosurgery, Department of Surgery, University of Alberta Hospital, Edmonton, Alberta, Canada
| | - Bernard LaRue
- 19Département de Chirurgie, Faculté de Médecine et des Sciences de la Santé, Université de Sherbrooke, Québec, Canada
| | - Hamilton Hall
- 20Department of Surgery, University of Toronto, Ontario, Canada; and
| | - Najmedden Attabib
- 3Canada East Spine Centre, Saint John, New Brunswick, Canada
- 5Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
- 9Division of Neurosurgery, Zone 2, Horizon Health Network, Saint John, New Brunswick, Canada
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Trager RJ, Daniels CJ, Perez JA, Casselberry RM, Dusek JA. Association between chiropractic spinal manipulation and lumbar discectomy in adults with lumbar disc herniation and radiculopathy: retrospective cohort study using United States' data. BMJ Open 2022; 12:e068262. [PMID: 36526306 PMCID: PMC9764600 DOI: 10.1136/bmjopen-2022-068262] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
OBJECTIVES Chiropractic spinal manipulative therapy (CSMT) and lumbar discectomy are both used for lumbar disc herniation (LDH) and lumbosacral radiculopathy (LSR); however, limited research has examined the relationship between these therapies. We hypothesised that adults receiving CSMT for newly diagnosed LDH or LSR would have reduced odds of lumbar discectomy over 1-year and 2-year follow-up compared with those receiving other care. DESIGN Retrospective cohort study. SETTING 101 million patient US health records network (TriNetX), queried on 24 October 2022, yielding data from 2012 query. PARTICIPANTS Adults age 18-49 with newly diagnosed LDH/LSR (first date of diagnosis) were included. Exclusions were prior lumbar surgery, absolute indications for surgery, trauma, spondylolisthesis and scoliosis. Propensity score matching controlled for variables associated with the likelihood of discectomy (eg, demographics, medications). INTERVENTIONS Patients were divided into cohorts according to receipt of CSMT. PRIMARY AND SECONDARY OUTCOME MEASURES ORs for lumbar discectomy; calculated by dividing odds in the CSMT cohort by odds in the cohort receiving other care. RESULTS After matching, there were 5785 patients per cohort (mean age 36.9±8.2). The ORs (95% CI) for discectomy were significantly reduced in the CSMT cohort compared with the cohort receiving other care over 1-year (0.69 (0.52 to 0.90), p=0.006) and 2-year follow-up (0.77 (0.60 to 0.99), p=0.040). E-value sensitivity analysis estimated the strength in terms of risk ratio an unmeasured confounding variable would need to account for study results, yielding point estimates for each follow-up (1 year: 2.26; 2 years: 1.92), which no variables in the literature reached. CONCLUSIONS Our findings suggest receiving CSMT compared with other care for newly diagnosed LDH/LSR is associated with significantly reduced odds of discectomy over 2-year follow-up. Given socioeconomic variables were unavailable and an observational design precludes inferring causality, the efficacy of CSMT for LDH/LSR should be examined via randomised controlled trial to eliminate residual confounding.
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Affiliation(s)
- Robert James Trager
- Connor Whole Health, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
- College of Chiropractic, Logan University, Chesterfield, Missouri, USA
| | - Clinton J Daniels
- Rehabilitation Care Services, VA Puget Sound Health Care System, Tacoma, Washington, USA
| | - Jaime A Perez
- Clinical Research Center, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
| | - Regina M Casselberry
- Clinical Research Center, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
| | - Jeffery A Dusek
- Connor Whole Health, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
- Department of Family Medicine and Community Health, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
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Utility of Patient-reported Symptoms and Health Conditions for Predicting Surgical Candidacy and Utilization of Surgery via an Outpatient Spine Clinic Nomogram. Clin Spine Surg 2019; 32:E407-E415. [PMID: 31169614 DOI: 10.1097/bsd.0000000000000838] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
STUDY DESIGN Retrospective cohort. OBJECTIVE Identify the nonradiographic predictors of a patient's decision to undergo elective spine surgery. SUMMARY OF BACKGROUND DATA Up to 132 million people seek elective evaluation by spine surgeons annually, though 55%-82% of specialty referrals may be inappropriate. We sought to determine which clinical and psychosocial factors are associated with surgical utilization by patients seeking surgical evaluation for degenerative spine pathologies. MATERIALS AND METHODS Consecutive elective outpatient visits seen in a single clinic between May 2016 and April 2017 for degenerative spine pathologies were reviewed. Data were collected on presenting symptoms, baseline medical illness, demographics, and previous spine care. Multivariable logistic regressions were performed to determine which factors were associated with surgical candidacy and surgical utilization. RESULTS A total of 353 patients were seen during the period reviewed, of which 144 had complete medical records. Our cohort included 90 nonsurgical candidates, 25 surgical candidates who declined surgery, and 29 patients who underwent surgery. In multivariable analysis, factors negatively associated with surgical candidacy were age, a history of smoking, and osteoporosis, where those positively associated with surgical candidacy were reports of spine-specific pain, higher Charlson Comorbidity Index, pain medication use, number of neurological symptoms, and being myelopathic. Factors positively associated with surgical utilization included proportion of all complaints that were neurological in nature, being myelopathic, higher Charlson Comorbidity Index, and report of pain as chronic, whereas being osteoporotic was negatively associated with surgical use. A receiver operating curve constructed for these models produced c-statistics of 0.75 and 0.80, respectively. CONCLUSIONS Our results suggest that the results of standard clinic intake questions, such as review of systems, medical history, and chief complaints, may be predictive of surgical candidacy before evaluation by a surgeon. The present pilot study suggests a preliminary algorithm that can be further validated and expanded upon to help decide on optimal patient referrals to spine surgery specialists.
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Tarvonen-Schröder S, Kaljonen A, Laimi K. Comparing functioning in spinal cord injury and in chronic spinal pain with two ICF-based instruments: WHODAS 2.0 and the WHO minimal generic data set covering functioning and health. Clin Rehabil 2019; 33:1241-1251. [PMID: 30935211 DOI: 10.1177/0269215519839104] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVE To investigate whether the two briefest validated ICF-based (International Classification of Functioning, Disability and Health) tools can detect differences between different spinal conditions. DESIGN Cross-sectional study. SETTING University hospital rehabilitation clinic. SUBJECTS A total of 84 patients with spinal cord injury and 81 with chronic spinal pain. MAIN MEASURES Disability evaluated using self-reported and proxy 12-item WHODAS 2.0 ((World Health Organization Disability Assessment Schedule), and physician-rated WHO minimal generic data set covering functioning and health. FINDINGS The two measures used showed severe disability in both patient populations, those with spinal cord injury (mean age 47.5 years, SD 13.2) and those with chronic spinal pain (mean age 47.2 years, SD 9.5), WHODAS patient sum being 18.4 (SD 9.6) versus 22.0 (SD 9.0), P < 0.05, and the WHO generic data set 15.6 (SD 4.4) versus 14.2 (SD 3.7), P < 0.01, respectively. Correlations between patient and proxy ratings and between the two disability scales were mostly strong. Severe restrictions were found in the working ability of both the populations, in mobility of patients with spinal cord injury and in pain function of patients with chronic spinal pain. In this tertiary clinic patient population, patients with spinal pain perceived more problems in emotional and cognitive functions, and in participation than patients with spinal cord injury. CONCLUSIONS Both scales were able to find differences between two patient populations with severe disability.
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Affiliation(s)
- Sinikka Tarvonen-Schröder
- 1 Department of Rehabilitation and Brain Trauma, Division of Clinical Neurosciences, Turku University Hospital and University of Turku, Turku, Finland
| | - Anne Kaljonen
- 2 Department of Biostatistics, University of Turku, Turku, Finland
| | - Katri Laimi
- 3 Department of Physical and Rehabilitation Medicine, Turku University Hospital and University of Turku, Turku, Finland
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Abstract
BACKGROUND It seems common for patients to conceive of care in physical terms, such as medications, injections, and procedures rather than advice and support. Clinicians often encounter patients who seem to prefer more testing or invasive treatments than expertise supports. We wanted to determine whether patients unconsciously associate suggestions for invasive treatments with better care. QUESTIONS/PURPOSES (1) Do patients have (A) an implicit preference and (B) an expressed preference for a physical intervention (such as a pill, an injection, or surgery) over supportive care (such as reassurance and education)? (2) What factors are independently associated with both an implicit and an expressed preference for a physical intervention over supportive care? (3) Is there a relationship between a patient's implicit preference toward or away from a physical intervention and his/her expressed preference on that subject? METHODS In this study, we approached 129 new patients in a large urban area visiting one of 13 participating surgeons divided among six upper and lower extremity specialist offices. After excluding four patients based on our exclusion criteria, 125 patients (97%) completed a survey of demographics and their expressed preference about receiving either physical treatment or support. Treatment was defined as any surgery, procedure, injection, or medication; support was defined as reassurance, conversation, and education, but no physical treatment. Patients then completed the Implicit Association Test (IAT) to evaluate implicit preferences toward treatment or support. Although other IATs have been validated in numerous studies, the IAT used in this study was specifically made for this study. Scores (D scores) range from -2 to 2, where 0 indicates no implicit preference, positive scores indicate a preference toward receiving a physical treatment is good care, and negative scores indicate a preference toward receiving supportive care is good care. According to the original IAT, break points for a slight (± 0.15 to 0.35), moderate (± 0.35 to 0.65), and strong preference (± 0.65 to 2) were selected conservatively according to psychological conventions for effect size. Patients' mean age was 50 ± 15 years (range, 18-79 years) and 56 (45%) were men. The patients had a broad spectrum of upper and lower extremity musculoskeletal conditions, ranging from trigger finger to patellofemoral syndrome. RESULTS We found a slight implicit association of good care with support (D = -0.17 ± 0.62; range, -2 to 1.2) and an expressed preference for physical treatment (mean score = 0.63 ± 2.0; range, -3 to 3). Patients who received both physical and supportive treatment had greater implicit preference for good care, meaning supportive care, than patients receiving physical care alone (β = -0.42; 95% CI, -0.73 to -0.11; p = 0.008; semipartial R = 0.04; adjusted R full model = 0.13). Gender was independently associated with a greater expressed preference for physical treatment, with men expressing this preference more than women (β = 1.0; 95% CI, 0.31-1.7; p = 0.005; semipartial R = 0.06; adjusted R full model = 0.08); receiving supportive treatment was independently associated with more expressed preference for support (β = -0.98; 95% CI, -1.7 to -0.23; p = 0.011; semipartial R = 0.05). An expressed preference for treatment was not associated with implicit preference (β = 0.01; 95% CI, -0.04 to 0.06; p = 0.721). CONCLUSIONS Although surgeons may sometimes feel pressured toward physical treatments, based on our results and cutoff values, the average patient with upper or lower extremity symptoms has a slight implicit preference for supportive treatment and would likely be receptive. LEVEL OF EVIDENCE Level II, prognostic study.
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