Literature DB >> 28893756

The incidence and healthcare costs of persistent postoperative pain following lumbar spine surgery in the UK: a cohort study using the Clinical Practice Research Datalink (CPRD) and Hospital Episode Statistics (HES).

Sharada Weir1,2, Mihail Samnaliev1,3, Tzu-Chun Kuo1, Caitriona Ni Choitir4, Travis S Tierney5, David Cumming6, Julie Bruce7, Andrea Manca8, Rod S Taylor9, Sam Eldabe10.   

Abstract

OBJECTIVE: To characterise incidence and healthcare costs associated with persistent postoperative pain (PPP) following lumbar surgery.
DESIGN: Retrospective, population-based cohort study.
SETTING: Clinical Practice Research Datalink (CPRD) and Hospital Episode Statistics (HES) databases. PARTICIPANTS: Population-based cohort of 10 216 adults who underwent lumbar surgery in England from 1997/1998 through 2011/2012 and had at least 1 year of presurgery data and 2 years of postoperative follow-up data in the linked CPRD-HES. PRIMARY AND SECONDARY OUTCOMES MEASURES: Incidence and total healthcare costs over 2, 5 and 10 years attributable to persistent PPP following initial lumbar surgery.
RESULTS: The rate of individuals undergoing lumbar surgery in the CPRD-HES linked data doubled over the 15-year study period, fiscal years 1997/1998 to 2011/2012, from 2.5 to 4.9 per 10 000 adults. Over the most recent 5-year period (2007/2008 to 2011/2012), on average 20.8% (95% CI 19.7% to 21.9%) of lumbar surgery patients met criteria for PPP. Rates of healthcare usage were significantly higher for patients with PPP across all types of care. Over 2 years following initial spine surgery, the mean cost difference between patients with and without PPP was £5383 (95% CI £4872 to £5916). Over 5 and 10 years following initial spine surgery, the mean cost difference between patients with and without PPP increased to £10 195 (95% CI £8726 to £11 669) and £14 318 (95% CI £8386 to £19 771), respectively. Extrapolated to the UK population, we estimate that nearly 5000 adults experience PPP after spine surgery annually, with each new cohort costing the UK National Health Service in excess of £70 million over the first 10 years alone.
CONCLUSIONS: Persistent pain affects more than one-in-five lumbar surgery patients and accounts for substantial long-term healthcare costs. There is a need for formal, evidence-based guidelines for a coherent, coordinated management strategy for patients with continuing pain after lumbar surgery. © Article author(s) (or their employer(s) unless otherwise stated in the text of the article) 2017. All rights reserved. No commercial use is permitted unless otherwise expressly granted.

Entities:  

Keywords:  Failed Back Surgery Syndrome (FBSS); Persistent post-operative pain (PPP); clinical practice research datalink (cprd); hospital episode statistics (hes); lumbar surgery

Mesh:

Year:  2017        PMID: 28893756      PMCID: PMC5595197          DOI: 10.1136/bmjopen-2017-017585

Source DB:  PubMed          Journal:  BMJ Open        ISSN: 2044-6055            Impact factor:   2.692


This is the first study to estimate the occurrence of postoperative pain (PPP) following lumbar surgery using a sample of surgical patients selected from routinely collected UK hospital and primary care data. Our estimates of healthcare usage and costs are based on real-world experiences of the full range of lumbar surgery patients found in clinical practice. A limitation of using electronic medical records data is the classification of patients with PPP as there is no specific diagnosis code or set of codes for the condition of PPP and our data do not contain information on pain scores commonly used to assess the existence and severity of chronic pain following recovery from surgery. In contrast with previous studies that have relied on multiple assumptions regarding treatment patterns or on small and/or non-representative patient samples, we were able to calculate more precise estimates of PPP following lumbar surgery.

Introduction

Persistent postoperative pain (PPP) in lumbar surgery patients—more commonly known as failed back surgery syndrome—refers to chronic back and/or leg pain that continues or recurs in some patients following spinal surgery. It may be caused by one or a combination of factors including: residual or recurrent disc herniation, persistent postoperative compression of a spinal nerve, altered joint mobility, joint instability, postoperative myofascial pain development, scar tissue (fibrosis) and/or spinal muscular deconditioning.1–3 Psychosocial factors that have been identified in this and other chronic postsurgical pain conditions include preoperative anxiety, depression, poor coping strategies and pain catastrophising. Litigation and worker’s compensation have also been associated with reports of ongoing pain.4 5 Patients form a diverse group, with complex and varied aetiologies and symptoms.6 7 Authoritative publications, mainly large case series and clinical trials, report that 10%–40% of all patients who undergo lumbar surgery develop some form of chronic PPP.8–16 The wide range of estimates reported reflect varying clinical experiences of different institutions and the small samples of patients on which these estimates are based. In 2013, Thompson took a mid-range estimate of 20% failure applied to a rate of lumbar surgery in the UK population of 5 per 10 000 people and concluded that there are approximately 6000 new cases of PPP following spine surgery in the UK every year.17 More precise estimates for the UK are not available. Up-to-date, population-based estimates of incidence are required to keep pace with surgical advances and to inform healthcare system spending in this population. Using a formal and more rigorous epidemiological data-driven approach, we aim to provide robust estimates of the incidence and healthcare costs associated with PPP following lumbar surgery in the UK over a 15-year period, from 1997/1998 to 2011/2012.

Methods

Setting and data sources

This study employs a retrospective cohort design using two linked UK databases: the Hospital Episode Statistics (HES) database and UK Clinical Practice Research Datalink (CPRD). An online supplementary appendix provides more detail on these data. Approval was granted by the Independent Scientific Advisory Committee for Medicines and Healthcare products Regulatory Agency on 17 December 2014 (ISAC Protocol 14-180R).

Study participants

Incidence of lumbar surgery was calculated on a patient basis, as the number of patients aged 18 and above who underwent one or more lumbar procedures in a given fiscal year, expressed as a rate per 10 000 adults in the CPRD–HES linked dataset. Index-operative procedures included any single procedure or combination of discectomy/microdiscectomy, excision of lumbar intervertebral disc, laminectomy, foraminotomy, lumbar decompression (or fenestration) or lumbar fusion (including all anterior and posterior approaches as well as combined approaches). Patients were required to have at least 2 years of follow-up data to allow sufficient time to observe criteria for PPP following the index surgery.

Definition of persistent PPP

From our lumbar surgery cohort, we categorised each individual as a ‘success’ (ie, no evidence of PPP) or ‘failure’ (ie, evidence of PPP). Any one of the following three criteria, alone or in combination, was taken as evidence of pain continuing past the expected period for recovery following index lumbar surgery: any additional lumbar surgery of any type occurring between 6 and 24 months postindex surgery; a minimum of one pain-related physician visit in each of two consecutive quarters at any point during the 6–24 months postindex surgery identified using READ codes in CPRD or treatment specialty codes in the HES outpatient file; any other surgical intervention (eg, neuromodulation, implantation of a drug infusion delivery system) to address pain occurring at any time, not limited to 24 months after the index surgery, identified from either CPRD or the HES inpatient or outpatient datasets. Prescription of analgesics (including opioids, non-steroidal anti-inflammatory drugs, antidepressants or anticonvulsants/antiepileptic drugs used for pain and other analgesic therapies for a period of at least 6 months from 6 to 24 months postindex) was not by itself considered evidence of persistent PPP as patients may be prescribed analgesics for other painful conditions. A minimum period of 3 months has been proposed for tissue healing after surgery, and this time period is also used to define chronicity of pain.18–20 We applied a more stringent, minimum 6-month period after the index lumbar surgery for patients to recover from normal, expected PPP. Any additional spine surgery that occurred during that period was assumed to be related to surgical complications of the index lumbar procedure, rather than the treatment of PPP. The literature suggests that some patients initially appear to improve following lumbar surgery but later become increasingly bothered by pain.4 6 21 Therefore, we allowed for a period of 18 months (6–24 months postindex surgery) over which to evaluate evidence of unresolved, chronic pain based on recorded ongoing interventions.

Healthcare usage and costs

A standard cost-of-illness approach22 23 was taken to estimate total healthcare costs from the perspective of the UK National Health Service (NHS). We classified all healthcare encounters into major categories of healthcare resource usage and assigned unit costs following standard practice for cost-of-illness and cost-effectiveness research (see online supplementary information on cost methodology and unit cost tables). Consistent with other studies of resource usage among similar populations,24 we estimated total cost per patient over 24 months for all patients in our study (excluding the cost of the index surgery). We then extended our analysis out to 5 and 10 years postindex surgery among the subsets of patients with sufficient follow-up data. To account for inflation and variations in pricing over time, 2013 unit costs were applied to all years. Total costs incorporated direct (including medical staff), indirect and overhead costs paid by the NHS. Finally, using these per patient estimates, we projected the total number of PPP cases in the UK annually and the associated costs to the NHS.

Statistical analyses

To estimate rates of PPP, we computed the number of patients who met our criteria for PPP as a percentage of all patients who underwent initial lumbar surgery within the time frame. The comparison group of no persistent PPP was drawn from among lumbar surgery patients who fulfilled the ‘no PPP’ criteria. We used 1:1 propensity score matching (without replacement) based on patient’s age at surgery, gender, year in which surgery took place, type of initial surgery (fusion vs decompression) and presence of each of 17 comorbidities that comprise the Charlson Comorbidity index (CCI) using the greedy matching algorithm.25–27 We estimated healthcare usage over a 2-year period for patients with PPP versus the matched controls and presented: (1) the proportion of patients who had a non-zero healthcare resource usage and the number of encounters by category (ie, primary care, inpatient care, outpatient attendances, outpatient procedures, accident and emergency care and prescriptions for pain medications) and (2) costs among users of the respective type of services/events (in order to provide insight into the intensity of resource usage among users of these services). Next, we estimated total healthcare costs by category of healthcare usage for all patients. Finally, we estimated the cost attributable to PPP as the difference in total costs for all PPP patients versus no PPP controls over the time periods 2, 5 and 10 years postindex surgery. Statistical significance of differences between patients with and without PPP were evaluated using Fisher's exact tests for categorical predictor variables and Wilcoxon tests for continuous predictor variables. The main analyses compared the matched PPP cases and controls using Fisher’s exact tests for healthcare usage and bootstrapping for differences in average costs. All data manipulation and analyses were conducted using SAS software, V.9.4 for Windows (SAS Institute).

Sensitivity analysis

In sensitivity analyses, we adjusted costs using generalised linear models (using log link and gamma distribution), extended estimating equations and ordinary least squares.

Results

Rates of lumbar surgery in HES (among patients with linked CPRD data)

From the linked CPRD–HES database, we identified 10 216 adults who underwent lumbar surgery from fiscal years 1997/1998 through 2011/2012 and who had at least 12 months of presurgery data (used to identify presurgical comorbid conditions and exclude those with previous lumbar surgery) and with 24 months follow-up. Our denominator for each year included all patients within the linked CPRD/HES dataset with at least 36 months of follow-up to be comparable with the lumbar surgery group in that year. Incidence of PPP was adjusted to reflect the age and sex distribution of the UK population in each year of the study.28 The age-adjusted/sex-adjusted rate of lumbar surgeries grew steadily from 2.41 per 10 000 in 1997/1998 to reach a peak of 4.94 per 10 000 in 2010/2011 before falling slightly in 2011/2012 to 4.70 per 10 000 (figure 1).
Figure 1

Age-adjusted and sex-adjusted incidence of lumbar surgery in linked Clinical Practice Research Datalink–Hospital Episode Statistics, rates per 10 000 adults.

Age-adjusted and sex-adjusted incidence of lumbar surgery in linked Clinical Practice Research Datalink–Hospital Episode Statistics, rates per 10 000 adults.

Percentage of lumbar surgery patients with persistent PPP (cases)

Of the 10 216 adults undergoing lumbar surgery in fiscal years 1997/1998–2011/2012, 1756 (17.2%; 95% CI 16.5% to 17.9%) patients met our criteria for PPP. Among patients with PPP, 85.4% were prescribed pain medication for at least 6 months compared with 50.3% of patients who did not meet PPP criteria. Figure 2 shows the impact on our estimates of PPP from including the HES outpatient data, available from 2008 onwards. The dotted line includes patients identified as having PPP using only the CPRD general practice file plus HES inpatient file. The solid line includes patients identified using these files plus the HES outpatient file, accredited as a National Statistic since 2008. The percentage of patients with PPP captured without the HES outpatient file was fairly stable over the entire 15-year study period, but doubles with the inclusion of HES outpatient data. The percentage of patients with PPP early in the study period is likely to be underestimated as hospital pain clinic visits were not recorded. The more recent data are more likely to be reflective of current UK practice. On average, over the most recent 5-year period, 20.8% (95% CI 19.7% to 21.9%) of eligible patients met our criteria for PPP.
Figure 2

Percentage of patients with postoperative pain (PPP) by year of index lumbar surgery. HES, Hospital Episode Statistics.

Percentage of patients with postoperative pain (PPP) by year of index lumbar surgery. HES, Hospital Episode Statistics.

PPP cases versus lumbar surgery patients without PPP

Prior to matching, a comparison of patients with PPP versus those without showed that PPP patients were younger, more likely to be female and have a slightly higher comorbidity burden, as measured by the CCI. After propensity score matching, as expected, there were no significant differences between the cases and controls (table 1).
Table 1

Characteristics of lumbar surgery patients with and without postoperative pain (PPP) before and after selecting propensity score matched control group

Before matchingAfter matching
No PPPPPPp ValueNo PPPPPPp Value
n=8460n=1756n=1756n=1756
Age at surgery (years), mean (SD)53.6 (16.0)52.9 (15.5)0.04452.1 (16.0)52.9 (15.5)0.16
Male, %50.743.3<0.00143.043.30.86
Charlson Comorbidity Index, mean (SD)1.1 (2.0)1.2 (2.0)0.0021.1 (1.8)1.2 (2.0)0.06

p Values were based on Fisher's exact tests for categorical and Wilcoxon tests for continuous variables.

Characteristics of lumbar surgery patients with and without postoperative pain (PPP) before and after selecting propensity score matched control group p Values were based on Fisher's exact tests for categorical and Wilcoxon tests for continuous variables.

Healthcare usage and cost

Compared with patients without, those with PPP had significantly increased rates of healthcare usage for all healthcare encounter types. The difference was the largest for inpatient hospital care at 77.5% for those with PPP versus 44.9% for those without. Patients with PPP were more than twice as likely as those without PPP to have had two or more inpatient stays in the 2 years following index surgery. Among those who used care in each of these settings, costs were in most cases significantly greater in the presence of PPP. In particular, PPP was associated with a threefold increase in average pain medication costs (£1165 versus £382). Greater costs were also observed in inpatient, outpatient hospital and primary care settings, indicating greater intensity of resource usage for patients with PPP in each of these settings (table 2).
Table 2

Healthcare resource use and costs (2013 British pounds) in the 2-year period following index surgery among users of services, cases (postoperative pain (PPP)) versus propensity score matched controls (no PPP)

Healthcare usageCosts among users only
No PPP (n=1756)PPP (n=1756)No PPPPPP
n (%)n (%)mean (SD)mean (SD)
Any inpatient788 (44.9)1361 (77.5)**£3678 (4520)£5357 (5282)**
0968 (55.1)395 (22.5)
1377 (21.5)484 (27.6)
2192 (10.9)351 (20.0)
>2219 (12.5)526 (29.9)
Any outpatient attendances1510 (86.0)1606 (91.5)**£783 (975)£1316 (1149)**
0246 (14.0)150 (8.5)
1–6904 (51.5)438 (24.9)
7–12349 (19.9)512 (29.2)
>12257 (14.6)656 (37.4)
Any outpatient procedures435 (24.8)583 (33.2)**£540 (817)£664 (875)*
01321 (75.2)1173 (66.8)
1203 (11.6)221 (12.6)
286 (4.9)116 (6.6)
>2146 (8.3)246 (14.0)
Any accident and emergency325 (18·5)484 (27·6)**£257 (193)£265 (213)
01431 (81.5)1272 (72.4)
1205 (11.7)306 (17.4)
267 (3·8)94 (5·4)
>253 (3.0)84 (4.8)
Any primary care1751 (99.7)1756 (100.0)*£3178 (2560)£4616 (3011)**
Number of primary care visits, mean (SD)73.3 (57.8)107.5 (68.3)
Any pain drugs1699 (96.7)1750 (99.7)**£382 (2348)£1165 (4349)**
Number of prescriptions, mean (SD)70.1 (98.6)104.9 (104.0)

*p< 0.05 and **p<0.01 comparing rates of healthcare use (using Fisher’s exact tests) and mean costs (based on bootstrapping) among patients with PPP versus no PPP.

Healthcare resource use and costs (2013 British pounds) in the 2-year period following index surgery among users of services, cases (postoperative pain (PPP)) versus propensity score matched controls (no PPP) *p< 0.05 and **p<0.01 comparing rates of healthcare use (using Fisher’s exact tests) and mean costs (based on bootstrapping) among patients with PPP versus no PPP. Comparing total costs for patients with PPP versus matched controls (no PPP) including both users and non-users of each service, we found that the mean additional cost attributable to PPP in the 2 years following surgery was £5383 per patient (table 3). Inpatient costs accounted for almost half (46.5%) of the cost differential and primary care contributed 26.9%.
Table 3

Total 2-year costs (2013 British pounds), cases (postoperative pain (PPP)) versus propensity score matched control cohort (no PPP)

No PPP (n=1756) Mean (SD)PPP (n=1756) Mean (SD)Difference(95% CIs)
Inpatient£1651 (3537)£4152 (5160)£2501(2202 to 2811)
Outpatient attendances£673 (944)£1204 (1159)£531(456 to 604)
Outpatient procedures£134 (469)£221 (593)£87(51 to 121)
Accidents and emergency£48 (130)£73 (163)£25(15 to 35)
Primary care£3169 (2562)£4616 (3011)£1447(1263 to 1661)
Pain medications£370 (2310)£1161 (4342)£791(574 to 1027)
Total costs£6044 (6712)£11 427 (9304)£5383(4872 to 5916)
Total 2-year costs (2013 British pounds), cases (postoperative pain (PPP)) versus propensity score matched control cohort (no PPP) When costs estimates were extended to 5 and 10 years following the index lumbar surgery, among patients with sufficient follow-up data for each period, the difference in costs between patients with and without PPP increased. In total, over 5 years following surgery, patients with PPP (n=894 cases) cost an additional mean of £10 195 (95% CI 8726 to 11 669), rising to a total mean cost differential of £14 318 (95% CI 8386 to 19 771) over 10 years (n=186 cases). Note that the difference may have been underestimated for patients who underwent surgery prior to the release of the HES outpatient files in 2003/2004.

Sensitivity analyses

Estimating the PPP cost differential with generalised linear models (using log link and gamma distribution), extended estimating equations and ordinary least squares produced very similar results to the main analysis.

Discussion

A total of 10 216 adults identified within the linked CPRD–HES database underwent lumbar spinal surgery between 1997/1998 and 2011/2012, with the rate of individuals receiving surgery approximately doubling over this time period. Using the criteria of additional lumbar surgery within 6–24 months, pain-related physician visits over at least two consecutive quarters within the same period or other surgical intervention therapy at any time, we estimate that approximately one in five (20.8%; 95% CI 18.5% to 23.0%) lumbar spine surgery patients in the UK experience persistent PPP within 2 years of their index surgery. The costs of PPP patients over 10 years following lumbar surgery were more than 50% higher compared with those patients without ongoing pain. Our estimate of PPP was conservative in that we did not include patients who had ongoing prescriptions for analgesic pain medications in the absence of other more rigorous indicators of back pain. If we had included any prescribing of pain medication, our estimate of postlumbar surgery PPP incidence would have risen from 20.8% to 61.8%. Our incidence estimate is consistent with a recent large Japanese study. Using internet-based survey data, the authors found that among 1842 respondents who self-reported having undergone lumbar surgery in the past 10 years, 20.6% experienced ongoing pain.29

Strengths and limitations of this study

This study used routinely captured hospital and primary care data to investigate diagnoses and treatment patterns on a population sample of lumbar surgery patients. Hence, our observations are based on patterns of care for a large and representative group of patients undergoing treatment in real-world settings. This enabled us to calculate more precise estimates of PPP following lumbar surgery; previous studies have relied on multiple assumptions regarding treatment patterns or on randomised controlled clinical trial data with small, non-representative patient samples. A limitation of using electronic medical records data is the classification of patients with PPP. There is no specific diagnosis code or set of codes for the condition of PPP. Instead, our estimates are based on presentation for further interventions, surgery and/or attendance at specialist pain clinics. The data do not contain information on pain scores commonly used to assess the existence and severity of chronic pain following recovery from surgery. Evidence on the persistence of pain for a period of at least 6 months in the year following surgery was, by necessity, inferred from data on receipt of therapies for chronic pain, referrals to pain specialists, etc. It is possible that some patients who had a successful outcome of back surgery experienced ongoing concurrent or new onset chronic pain from another source and were misclassified as having postlumbar PPP.

Implications of our findings for policy and/or practice

Our findings are based on a broadly representative sample of the UK population undergoing lumbar surgery. The mid-2012 population estimate of adults in the UK was 50.2 million.30 Based on our estimates of lumbar surgery, we would predict that approximately 23 592 patients underwent initial lumbar surgery in the UK at the end of our study period. This equates to 4907 adults (20.8%) with PPP following lumbar surgery annually in the UK and that the associated short-term (2 years) costs of caring for PPP amount to approximately £26.4 million for each new annual cohort of PPP patients. Extending our horizon to cover 10 years following index surgery, we would predict that each new annual cohort of lumbar surgery patients experiencing PPP could cost the NHS approximately £70.3 million over the first decade, with costs likely to continue accumulating over the remainder of the lifespan of members of that cohort. Despite these large and ongoing costs, no formal guidelines to date have been put forward for the treatment of persistent pain after lumbar surgery. Our findings for patients with available follow-up data for 2, 5 and 10 years postoperatively suggest that PPP patients have significantly higher resource usage and that these costs continue for at least a decade following index surgery. Although our data contained too few patients with more than 10 years of follow-up to extend our estimates beyond the initial decade, it is likely that the PPP cost differential persists into the long term particularly as patients’ age. Our 10-year estimate is a censored estimate of the total lifetime cost of managing these patients. The growth in rates of lumbar surgery suggests that the numbers of patients living with ongoing pain in the UK is substantial and growing. In addition to the NHS cost burden, we know from other studies that these patients experience significant reduction in health-related quality of life. For example, in the PROCESS study, mean baseline EQ5D index score among lumbar surgery patients with ongoing pain was 0.14,31 which is much lower than has been documented for other patient populations with chronic diseases, including cancer.32 There is a need for a coherent management strategy for primary care staff, pain specialists and surgeons to offer to these patients. High-quality primary studies are urgently required to provide more understanding of the treatment and recovery trajectory of this patient group.

Conclusion

Using routinely collected clinical data, this study shows that approximately one-in-five lumbar spine surgery patients in the UK experience PPP (also known as ‘failed back surgery syndrome’). PPP is associated with higher rates of resource usage and with increased intensity of resource use in the inpatient, outpatient and primary care settings. The costs to the NHS of treating patients with PPP are substantive and remain elevated over time, highlighting the need for formalised national guidelines for the management of patients with lumbar pain presurgery and postsurgery.
  24 in total

Review 1.  Chronic post-surgical pain: 10 years on.

Authors:  W A Macrae
Journal:  Br J Anaesth       Date:  2008-04-22       Impact factor: 9.166

2.  Revision lumbar surgery in elderly patients with symptomatic pseudarthrosis, adjacent-segment disease, or same-level recurrent stenosis. Part 2. A cost-effectiveness analysis: clinical article.

Authors:  Owoicho Adogwa; Ryan Owens; Isaac Karikari; Vijay Agarwal; Oren N Gottfried; Carlos A Bagley; Robert E Isaacs; Joseph S Cheng
Journal:  J Neurosurg Spine       Date:  2012-12-11

3.  Failed back surgery syndrome - definition, epidemiology and demographics.

Authors:  Simon Thomson
Journal:  Br J Pain       Date:  2013-02

4.  A new method of classifying prognostic comorbidity in longitudinal studies: development and validation.

Authors:  M E Charlson; P Pompei; K L Ales; C R MacKenzie
Journal:  J Chronic Dis       Date:  1987

5.  An analysis of reasons for failed back surgery syndrome and partial results after different types of surgical lumbar nerve root decompression.

Authors:  Andrey Bokov; Alexey Isrelov; Alexander Skorodumov; Alexander Aleynik; Alexander Simonov; Sergey Mlyavykh
Journal:  Pain Physician       Date:  2011 Nov-Dec       Impact factor: 4.965

Review 6.  Preoperative anxiety and catastrophizing: a systematic review and meta-analysis of the association with chronic postsurgical pain.

Authors:  Maurice Theunissen; Madelon L Peters; Julie Bruce; Hans-Fritz Gramke; Marco A Marcus
Journal:  Clin J Pain       Date:  2012 Nov-Dec       Impact factor: 3.442

7.  Disc excision and spine fusion in the management of lumbar disc disease. A minimum ten-year followup.

Authors:  J W Frymoyer; E Hanley; J Howe; D Kuhlmann; R Matteri
Journal:  Spine (Phila Pa 1976)       Date:  1978-03       Impact factor: 3.468

Review 8.  Interventional pain management for failed back surgery syndrome.

Authors:  Arif Hussain; Michael Erdek
Journal:  Pain Pract       Date:  2013-02-03       Impact factor: 3.183

Review 9.  Spinal cord stimulation for chronic, intractable pain: experience over two decades.

Authors:  R B North; D H Kidd; M Zahurak; C S James; D M Long
Journal:  Neurosurgery       Date:  1993-03       Impact factor: 4.654

10.  Etiologies of failed back surgery syndrome.

Authors:  Curtis W Slipman; Carl H Shin; Rajeev K Patel; Zacharia Isaac; Chris W Huston; Jason S Lipetz; David A Lenrow; Debra L Braverman; Edward J Vresilovic
Journal:  Pain Med       Date:  2002-09       Impact factor: 3.750

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  20 in total

1.  Decreased tibial nerve movement in patients with failed back surgery syndrome and persistent leg pain.

Authors:  G Shum; S Cinnamond; M Hutton; D Chan; R Chauhan; S Bloxham; S Choy; R Cheung; S Eldabe; A Clarke
Journal:  Eur Spine J       Date:  2019-07-09       Impact factor: 3.134

2.  [Minimally invasive implantation technique of a system for spinal cord stimulation].

Authors:  Adnan Kasapovic; Yorck Rommelspacher; Sebastian Walter; Martin Gathen; Robert Pflugmacher
Journal:  Oper Orthop Traumatol       Date:  2021-03-05       Impact factor: 1.154

3.  Development of a machine-learning based model for predicting multidimensional outcome after surgery for degenerative disorders of the spine.

Authors:  D Müller; D Haschtmann; T F Fekete; F Kleinstück; R Reitmeir; M Loibl; D O'Riordan; F Porchet; D Jeszenszky; A F Mannion
Journal:  Eur Spine J       Date:  2022-07-14       Impact factor: 2.721

4.  Comparison between conventional CT and grayscale inversion CT images in the assessment of the post-operative spinal orthopaedic implants.

Authors:  A Patel; S Haleem; R Rajakulasingam; S L James; A M Davies; R Botchu
Journal:  J Clin Orthop Trauma       Date:  2021-08-19

5.  Effect of Previous Caudal Block to Predict Successful Outcome after Adhesiolysis using a Steerable Catheter in Lumbar Failed Back Surgery Syndrome: A Retrospective Study.

Authors:  Ji Yeong Kim; Do-Hyeong Kim; Dong Woo Han; Young Chan Kim; Ji Young Lee; Young Kyung Park; Hue Jung Park
Journal:  Int J Med Sci       Date:  2022-06-06       Impact factor: 3.642

6.  The appropriate management of persisting pain after spine surgery: a European panel study with recommendations based on the RAND/UCLA method.

Authors:  Volker M Tronnier; Sam Eldabe; Jörg Franke; Frank Huygen; Philippe Rigoard; Javier de Andres Ares; Richard Assaker; Alejandro Gomez-Rice; Marco La Grua; Maarten Moens; Lieven Moke; Christophe Perruchoud; Nasir A Quraishi; Dominique A Rothenfluh; Pedram Tabatabaei; Koen Van Boxem; Carmen Vleggeert-Lankamp; Björn Zoëga; Herman J Stoevelaar
Journal:  Eur Spine J       Date:  2018-08-04       Impact factor: 3.134

7.  Reoperation following lumbar spinal surgery: costs and outcomes in a UK population cohort study using the Clinical Practice Research Datalink (CPRD) and Hospital Episode Statistics (HES).

Authors:  Sharada Weir; Tzu-Chun Kuo; Mihail Samnaliev; Travis S Tierney; Andrea Manca; Rod S Taylor; Julie Bruce; Sam Eldabe; David Cumming
Journal:  Eur Spine J       Date:  2019-01-30       Impact factor: 3.134

8.  Predicting recovery after lumbar spinal stenosis surgery: A protocol for a historical cohort study using data from the Canadian Spine Outcomes Research Network (CSORN).

Authors:  Erynne Rowe; Elizabeth Hassan; Lisa Carlesso; Janie Astephen Wilson; Douglas P Gross; Charles Fisher; Hamilton Hall; Neil Manson; Ken Thomas; Greg McIntosh; Brian Drew; Raja Rampersaud; Luciana Macedo
Journal:  Can J Pain       Date:  2020-12-30

9.  10 kHz Spinal Cord Stimulation for the Treatment of Failed Back Surgery Syndrome with Predominant Leg Pain: Results from a Prospective Study in Patients from the Dutch Healthcare System.

Authors:  Jan Willem Kallewaard; Ismail Gültuna; Vincent Hoffmann; Lars Elzinga; Renate Munnikes; Lisette Verbrugge; Veerle Minne; Pascalle Reiters; Jeyakumar Subbaroyan; Angela Santos; Anand Rotte; David Caraway
Journal:  Pain Pract       Date:  2020-12-22       Impact factor: 3.183

Review 10.  Two Surgeries Do Not Always Make a Right: Spinal Cord Stimulation for Failed Back Surgery Syndrome.

Authors:  Phan Q Duy; William S Anderson
Journal:  Yale J Biol Med       Date:  2018-09-21
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