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Trenchfield D, Fras S, McCurdy M, Narayanan R, Lee Y, Issa T, Toci G, Oghli Y, Siddiqui H, Vo M, Mahmood H, Schilken M, Pashaee B, Mangan J, Kurd M, Kaye ID, Canseco JA, Hilibrand AS, Vaccaro AR, Kepler CK, Schroeder GD. Opioid Prescription Trends Among Orthopaedic, Primary Care, and Pain Management Providers in Spine Surgery Patients. J Am Acad Orthop Surg 2024; 32:e1252-e1259. [PMID: 39186611 DOI: 10.5435/jaaos-d-24-00167] [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: 02/09/2024] [Accepted: 07/05/2024] [Indexed: 08/28/2024] Open
Abstract
OBJECTIVE To determine prescription trends across specialties in the perioperative care of patients undergoing spine surgery from 2018 to 2021. SUMMARY OF BACKGROUND DATA A range of measures, including implementation of state prescription drug monitoring programs, have been instituted to combat the opioid epidemic. Considering the continued presence of opioids for spine-related pain management, a better understanding of the patterns of opioid prescription practices may be important for future intervention. METHODS All patients aged 18 years and older who underwent elective posterior lumbar decompression and fusion, transforaminal lumbar interbody fusion, and anterior cervical diskectomy and fusion from 2018 to 2021 were retrospectively identified. Patient demographics and surgical characteristics were collected through a Structured Query Language search and manual chart review. Opioid prescription data were collected through Pennsylvania's Prescription Drug Monitoring Program (PDMP) database and grouped into the following prescriber categories: primary care, pain management, physiatry, and orthopaedic surgery. RESULTS Of the 1,062 patients, 302 (28.4%) underwent anterior cervical diskectomy and fusion, 345 (32.4%) underwent posterior lumbar decompression and fusion, and 415 (39.1%) underwent transforaminal lumbar interbody fusion. From 2018 to 2021, there were no significant differences in total opioid prescriptions from orthopaedic surgery ( P = 0.892), primary care ( P = 0.571), pain management ( P = 0.687), or physiatry ( P = 0.391) providers. Pain management providers prescribed the most opioids between 1 year and 2 months preoperatively ( P = 0.003), between 2 months and 1 year postoperatively ( P = 0.018), and overall ( P < 0.001). CONCLUSION Despite increasing national awareness of the opioid epidemic and the establishment of statewide prescription drug monitoring programs, prescription rates have not changed markedly in spine patients. Pain management and primary care physicians prescribe opioids at a higher rate in the chronic periods before and after surgery, likely in part because of longitudinal relationships with these patients. LEVEL OF EVIDENCE III. STUDY DESIGN Retrospective Cohort Study.
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Affiliation(s)
- Delano Trenchfield
- From the Department of Orthopaedic Surgery, Rothman Orthopaedic Institute at Thomas Jefferson University Hospital, Philadelphia, PA
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Busigó Torres R, Alasadi H, Duey AH, Song J, Poeran J, Stern BZ, Chaudhary SB. Opioid Use Following Spine Surgery in Ambulatory Surgical Centers Versus Hospital Outpatient Departments. Global Spine J 2024:21925682241301684. [PMID: 39541732 PMCID: PMC11565511 DOI: 10.1177/21925682241301684] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2024] Open
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE To assess the association between undergoing spine surgery in an ambulatory surgical center (ASC) vs a hospital outpatient department (HOPD) and (a) perioperative opioid prescription patterns and (b) prolonged opioid use. METHODS Data from the Merative MarketScan Database included patients aged 18-64 who underwent single-level or multilevel anterior cervical discectomy and fusion (ACDF) or lumbar decompression between January 2017 and June 2021. Primary outcomes included receipt of a perioperative opioid prescription, perioperative oral morphine milligram equivalents (MMEs), and prolonged opioid use (defined as opioid prescription 91-180 days post-surgery). Secondary outcomes included the number of perioperative opioid prescriptions filled (single/multiple) and type of initial perioperative opioid filled (potent/weak). Analysis of prolonged opioid use was limited to opioid-naive patients. Propensity score matching (1 ASC to 3 HOPD cases) and logistic regression models were used for analysis. RESULTS The study included 11,654 ACDF and 26,486 lumbar decompression patients. For ACDF, ASCs had higher odds of an initial potent opioid prescription (OR = 1.18, 95% CI 1.08-1.30, P < .001) and higher total adjusted mean MMEs (+21.14, 95% CI 3.08-39.20, P = .02). For lumbar decompression, ASCs had increased odds of an initial potent opioid (OR = 1.23, 95% CI 1.16-1.30, P < .001) but lower odds of multiple opioid prescriptions (OR = 0.90, 95% CI 0.85-0.96, P < .001). There was no significant association between the surgery setting and prolonged opioid use. CONCLUSION Differences in perioperative opioid prescribing were observed between ASCs and HOPDs, but there was no increase in prolonged opioid use in ASCs. Further research is needed to optimize postoperative pain management in different outpatient settings.
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Affiliation(s)
- Rodnell Busigó Torres
- Leni and Peter W. May Department of Orthopaedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Husni Alasadi
- Leni and Peter W. May Department of Orthopaedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Akiro H. Duey
- Leni and Peter W. May Department of Orthopaedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Junho Song
- Leni and Peter W. May Department of Orthopaedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jashvant Poeran
- Leni and Peter W. May Department of Orthopaedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Institute for Healthcare Delivery Science, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Brocha Z. Stern
- Leni and Peter W. May Department of Orthopaedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Institute for Healthcare Delivery Science, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Saad B. Chaudhary
- Leni and Peter W. May Department of Orthopaedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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Baumann AN, Trager RJ, Gong DC, Anaspure OS, Strony JT, Aleem I. Osteoporosis is not associated with reoperation or pseudarthrosis after anterior cervical discectomy and fusion through 4-years' follow-up: a retrospective cohort study of US academic health centers. Spine J 2024:S1529-9430(24)01049-0. [PMID: 39369795 DOI: 10.1016/j.spinee.2024.09.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Revised: 09/07/2024] [Accepted: 09/24/2024] [Indexed: 10/08/2024]
Abstract
BACKGROUND CONTEXT Osteoporosis has been proposed as a risk factor for reoperation after anterior cervical discectomy and fusion (ACDF), yet this potential association has been understudied, with conflicting results to date. PURPOSE This study examines the hypothesis that adults with osteoporosis would have an increased risk of reoperation after ACDF compared to matched adults without osteoporosis. STUDY DESIGN/SETTING Retrospective cohort study. PATIENT SAMPLE Two matched cohorts (mean age: 62 years; 75% female), each with 1,019 patients, who underwent primary ACDF. Cohorts were determined by the presence or absence of a diagnosis of osteoporosis. OUTCOME MEASURES Incidence of reoperation occurring over 4 years postoperatively, with our primary outcome being the risk ratio (RR) of reoperation with 95% confidence intervals (CI). Secondary outcomes included risk and mean count of oral opioid prescriptions and risk of pseudoarthrosis. METHODS We utilized the TriNetX network to identify adults undergoing their first ACDF from 2004 to 2020, excluding those with serious pathology, and divided patients into 2 cohorts: osteoporosis and nonosteoporosis. Patients were propensity matched according to key risk factors for reoperation. RESULTS Patients with osteoporosis had no statistically significant or meaningful difference in risk of reoperation compared to nonosteoporotic patients over 4-years' follow-up [95% CI] (17.3% vs. 16.5%; RR: 1.05 [0.86, 1.27]; p=.6361). Similarly, there were no significant differences in the risk of pseudoarthrosis (26.5% vs. 29.1%; RR: 0.91 [0.79, 1.05]; p=.1820), oral opioid prescription (75.0% vs. 76.0%; RR: 0.99 [0.94, 1.04]; p=.6067), or mean oral opioid prescription count (11.5 vs. 11.8; p=.7040). CONCLUSION Compared to matched nonosteoporosis controls, osteoporosis was not associated with a statistically significant or clinically meaningful increase in risk of reoperation in adults over 4 years after ACDF. Furthermore, osteoporosis was not associated with a significant or meaningful risk of pseudoarthrosis or oral opioid prescription after ACDF, although more research is needed for corroboration. Additional research is needed to clarify whether those with osteoporosis have meaningful differences in pain and function compared to those without osteoporosis following ACDF.
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Affiliation(s)
- Anthony N Baumann
- College of Medicine, Northeast Ohio Medical University, Rootstown, OH, USA; Department of Rehabilitation Services, University Hospitals, Cleveland, OH, USA
| | - Robert J Trager
- Connor Whole Health, University Hospitals, Cleveland, OH, USA; Department of Family Medicine and Community Health, School of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - Davin C Gong
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Omkar S Anaspure
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
| | - John T Strony
- Department of Orthopedic Surgery, University Hospitals, Cleveland, OH, USA
| | - Ilyas Aleem
- Department of Orthopedic Surgery, University of Michigan, Ann Arbor, MI, USA
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Pohl NB, Narayanan R, Lee Y, McCurdy MA, Carter MV, Hoffman E, Fras SI, Vo M, Kaye ID, Mangan JJ, Kurd MF, Canseco JA, Hilibrand AS, Vaccaro AR, Schroeder GD, Kepler CK. Postoperative opioid consumption patterns diverge between propensity matched patients undergoing traumatic and elective cervical spine fusion. Spine J 2024; 24:1844-1850. [PMID: 38880487 DOI: 10.1016/j.spinee.2024.06.006] [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: 01/17/2024] [Revised: 05/13/2024] [Accepted: 06/08/2024] [Indexed: 06/18/2024]
Abstract
BACKGROUND CONTEXT Prolonged opioid therapy following spine surgery is an ongoing postoperative concern. While prior studies have investigated postoperative opioid use patterns in the elective cervical surgery patient population, to our knowledge, opioid use patterns in patients undergoing surgery for traumatic cervical spine injuries have not been elucidated. PURPOSE The purpose of this study was to compare opioid use and prescription patterns in the postoperative pain management of patients undergoing traumatic and elective cervical spine fusion surgery. STUDY DESIGN Retrospective cohort study. PATIENT SAMPLE Adult patients with traumatic cervical injuries who underwent primary anterior cervical discectomy and fusion (ACDF) or posterior cervical decompression and fusion (PCDF) during their initial hospital admission. The propensity matched, control group consisted of adult elective cervical fusion patients who underwent primary ACDF or PCDF. OUTCOME MEASURES Demographic data, surgical characteristics, spinal disease diagnosis, location of cervical injury, procedure type, operative levels fused, and Prescription Drug Monitoring Program (PDMP) data. PDMP data included the number of opioid prescriptions filled, preoperative opioid use, postoperative opioid use, and use of perioperative benzodiazepines, muscle relaxants, or gabapentin. Opioid consumption data was collected in morphine milligram equivalents (MME) and standardized per day. METHODS A 1:1 propensity match was performed to match traumatic injury patients undergoing cervical fusion surgery with elective cervical fusion patients. Traumatic injury patients were matched based on age, sex, CCI, procedure type, and cervical levels fused. Pre- and postoperative opioid, benzodiazepine, muscle relaxant, and gabapentin use were assessed for the traumatic injury and elective patients. T- or Mann-Whitney U tests were used to compare continuous data and Chi-Squared or Fisher's Exact were used to compare categorical data. Multivariate stepwise regression using MME per day 0 - 30 days following surgery as the dependent outcome was performed to further evaluate associations with postoperative opioid use. RESULTS A total of 48 patients underwent fusion surgery for a traumatic cervical spine injury and 48 elective cervical fusion with complete PDMP data were assessed. Elective patients were found to fill more prescriptions (3.19 vs 0.65, p=.023) and take more morphine milligram equivalents (MME) per day (0.60 vs 0.04, p=.014) within 1 year prior to surgery in comparison to traumatic patients. Elective patients were also more likely to use opioids (29.2% vs 10.4%, p=.040) and take more MMEs per day (0.70 vs 0.05, p=.004) within 30 days prior to surgery. Within 30 days postoperatively, elective patients used opioids more frequently (89.6% vs 52.1%, p<.001) and took more MMEs per day (3.73 vs 1.71, p<.001) than traumatic injury patients. Multivariate stepwise regression demonstrated preoperative opioid use (Estimate: 1.87, p=.013) to be correlated with higher postoperative MME per day within 30 days of surgery. Surgery after traumatic injury was correlated with lower postoperative MME use per day within 30 days of surgery (Estimate: -1.63 p=.022). CONCLUSION Cervical fusion patients with a history of traumatic spine injury consume fewer opioids in the early postoperative period in comparison to elective cervical fusion patients, however both cohorts consumed a similar amount after the initial 30-day postoperative period. Preoperative opioid use was also a risk factor for higher consumption in the short-term postoperative period. These results may aid physicians in further understanding patients' postoperative care needs based on presenting injury characteristics and highlights the need for enhanced follow-up care for traumatic cervical spine injury patients after fusion surgery.
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Affiliation(s)
- Nicholas B Pohl
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Rajkishen Narayanan
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA 19107, USA.
| | - Yunsoo Lee
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Michael A McCurdy
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Michael V Carter
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Elijah Hoffman
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Sebastian I Fras
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Michael Vo
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Ian David Kaye
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - John J Mangan
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Mark F Kurd
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Jose A Canseco
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Alan S Hilibrand
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Alexander R Vaccaro
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Gregory D Schroeder
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Christopher K Kepler
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA 19107, USA
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Shermon S, Kim C. Prescription Trends of Opioid and Nonopioid Controlled Prescription Adjunctive Analgesics Before and After Cervical Spinal Surgery: A Retrospective Cohort Study. Am J Phys Med Rehabil 2024; 103:703-709. [PMID: 38207207 DOI: 10.1097/phm.0000000000002418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2024]
Abstract
OBJECTIVE Cervical spine surgery may be needed in those with refractory pain or neurologic deficits to improve outcomes in patients with cervical spine disease. However, consensus varies in the literature on the effect of surgery on opioid use. The objectives of this study were to analyze prescription rates of multiple controlled substances before and after cervical spine surgery and distinguish factors that may have contributed to opioid use after surgery. DESIGN This is a retrospective cohort study analyzing prescription trends of various controlled substances in 632 patients who underwent cervical spine surgery from 2019 to 2021. RESULTS Opioids have the largest rise in prescriptions at 3- and 6-mo time points after cervical spine surgery. A significant association ( P < 0.001) was found between opioid use 1 yr before and 1 yr after cervical spine surgery. Exposure to opioids before surgery (odds ratio = 2.77, 95% confidence interval = 1.43-5.51, P = 0.003) and higher morphine milligram equivalent dose (odds ratio = 1.02, 95% confidence interval =1.01-1.04, P = 0.012) were found to be associated with opioid use after surgery. Significantly more females were prescribed controlled substances ( P = 0002). CONCLUSIONS Higher morphine milligram equivalent dose and opioid exposure before surgery are important factors in predicting postsurgical opioid use.
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Affiliation(s)
- Suzanna Shermon
- From the Case Western Reserve University/MetroHealth Medical Center, Cleveland, Ohio
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Masood R, LeRoy TE, Moverman MA, Feldman MW, Rogerson A, Salzler MJ. Functional Somatic Syndromes Are Associated With Varied Postoperative Outcomes and Increased Opioid Use After Spine Surgery: A Systematic Review. Global Spine J 2024; 14:1601-1608. [PMID: 38124313 PMCID: PMC11394498 DOI: 10.1177/21925682231217706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2023] Open
Abstract
STUDY DESIGN Systematic Review. OBJECTIVE To perform a systematic review assessing the relationship between functional somatic syndromes (FSSs) and clinical outcomes after spine surgery. METHODS A systematic review of online databases (PubMed and Web of Science) through December 2021 was conducted via PRISMA guidelines to identify all studies investigating the impact of at least one FSS (fibromyalgia, irritable bowel syndrome (IBS), chronic headaches/migraines, interstitial cystitis, chronic fatigue syndrome, multiple chemical sensitivity) on outcomes after spine surgery. Outcomes of interest included patient reported outcome measures (PROMs), postoperative opioid use, cost of care, complications, and readmission rates. RESULTS A total of 207 records were identified. Seven studies (n = 40,011 patients) met inclusion criteria with a mean MINORS score of 16.6 out of 24. Four studies (n = 21,086) reported postoperative opioid use; fibromyalgia was a strong risk factor for long-term opioid use after surgery whereas the association with chronic migraines remains unclear. Two studies (n = 233) reported postoperative patient reported outcome measures (PROMs) with mixed results suggesting a possible association between fibromyalgia and less favorable PROMs. One study (n = 18,692) reported higher postoperative complications in patients with fibromyalgia. CONCLUSION Patients with fibromyalgia and possibly migraines are at higher risk for prolonged postoperative opioid use and less favorable PROMs after spine surgery. There is limited research on the relationship between other Functional somatic syndromes (FSSs) and outcomes following spine surgery. Growing evidence suggests the variation in outcomes after spine procedures may be attributed to non-identifiable organic patient factors such as FSSs.
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Affiliation(s)
- Raisa Masood
- Department of Orthopaedic Surgery, Tufts Medical Center, Boston, MA, United States
| | - Taryn E LeRoy
- Department of Orthopaedic Surgery, Tufts Medical Center, Boston, MA, United States
| | - Michael A Moverman
- Department of Orthopaedic Surgery, Tufts Medical Center, Boston, MA, United States
| | | | - Ashley Rogerson
- Department of Orthopaedic Surgery, Tufts Medical Center, Boston, MA, United States
| | - Matthew J Salzler
- Department of Orthopaedic Surgery, Tufts Medical Center, Boston, MA, United States
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Shankar DS, Kim J, Bienstock DM, Gao M, Lee Y, Zubizarreta NJ, Poeran J, Lin JD, Chaudhary SB, Hecht AC. Postoperative Opioid Use and Prescribing Patterns among Patients Undergoing Cervical Laminectomy with Instrumented Fusion versus Cervical Laminoplasty with Reconstruction. Global Spine J 2024; 14:561-567. [PMID: 35861211 PMCID: PMC10802526 DOI: 10.1177/21925682221116825] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE To compare patterns in opioid usage and prescriptions between patients who undergo cervical laminectomy with instrumented fusion (LF) vs cervical laminoplasty with reconstruction (LP) within single surgeon and national database cohorts. METHODS We identified patients with cervical myelopathy undergoing primary LF or LP in both a single-surgeon series cohort (2004-2018) and a nationally representative cohort drawn from the IBM® Marketscan® database (2014-2016). We recorded opioid usage within 6 months of surgery and identified differences in unadjusted opioid use rates between LF and LP patients. Multivariable logistic regression was used to evaluate the association between procedure type and postoperative opioid use. RESULTS Without adjusting for covariates, LF patients had a higher rate of 6-month opioid use in the single-surgeon cohort (15.7% vs 5.1%, P = .02). After adjusting for covariates, LF patients had higher odds of 6-month postoperative opioid use (OR 2.8 [95% CI 1.0-7.7], P = .04). In the national cohort, without adjusting for covariates, there was no significant difference in 6-month opioid use between LF and LP patients. Even after adjusting for covariates, we found no significant difference in odds. CONCLUSIONS Findings from a single-surgeon cohort reveal that LF is associated with a higher rate of 6-month opioid use than LP. This is at odds with findings from a national database cohort, which suggested that LP and LF patients have similar rates of opioid usage at 6-months postoperatively. To prevent overuse of narcotics, surgeons must consider the distinct pain requirements associated with different procedures even in treatment of the same condition.
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Affiliation(s)
- Dhruv S. Shankar
- Leni & Peter May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jinseong Kim
- Leni & Peter May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Dennis M. Bienstock
- Leni & Peter May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Michael Gao
- Leni & Peter May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Yunsoo Lee
- Leni & Peter May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Nicole J. Zubizarreta
- Leni & Peter May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jashvant Poeran
- Leni & Peter May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - James D. Lin
- Leni & Peter May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Saad B. Chaudhary
- Leni & Peter May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Andrew C. Hecht
- Leni & Peter May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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Gerlach EB, Plantz MA, Swiatek PR, Wu SA, Arpey N, Fei-Zhang D, Divi SN, Hsu WK, Patel AA. The Drivers of Persistent Opioid Use and Its Impact on Healthcare Utilization After Elective Spine Surgery. Global Spine J 2024; 14:370-379. [PMID: 35603925 PMCID: PMC10802539 DOI: 10.1177/21925682221104731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE The aim of this study was to determine the incidence of and risk factors for persistent opioid use after elective cervical and lumbar spine procedures and to quantify postoperative healthcare utilization in this patient population. METHODS Patients were retrospectively identified who underwent elective spine surgery for either cervical or lumbar degenerative pathology between November 1, 2013, and September 30, 2018, at a single academic center. Patients were split into 2 cohorts, including patients with and without opioid use at 180-days postoperatively. Baseline patient demographics, underlying comorbidities, surgical variables, and preoperative/postoperative opioid use were assessed. Health resource utilization metrics within 1 year postoperatively (ie, imaging studies, emergency and urgent care visits, hospital readmissions, opioid prescriptions, etc.) were compared between these 2 groups. RESULTS 583 patients met inclusion criteria, of which 16.6% had opioid persistence after surgery. Opioid persistence was associated with ASA score ≥3 (P = .004), diabetes (P = .019), class I obesity (P = .012), and an opioid prescription in the 60 days prior to surgery (P = .006). Independent risk factors for opioid persistence assessed via multivariate regression included multi-level lumbar fusion (RR = 2.957), cervical central stenosis (RR = 2.761), and pre-operative opioid use (RR = 2.668). Opioid persistence was associated with higher rates of health care utilization, including more radiographs (P < .001), computed tomography (CT) scans (.007), magnetic resonance imaging (MRI) studies (P = .014), emergency department (ED) visits (.009), pain medicine referrals (P < .001), and spinal injections (P = .003). CONCLUSIONS Opioid persistence is associated with higher rates of health care utilization within 1 year after elective spine surgery.
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Affiliation(s)
- Erik B. Gerlach
- Department of Orthopaedic Surgery, Northwestern University, Chicago, IL, USA
| | - Mark A. Plantz
- Department of Orthopaedic Surgery, Northwestern University, Chicago, IL, USA
| | - Peter R. Swiatek
- Department of Orthopaedic Surgery, Northwestern University, Chicago, IL, USA
| | - Scott A. Wu
- Department of Orthopaedic Surgery, Northwestern University, Chicago, IL, USA
| | - Nicholas Arpey
- Department of Orthopaedic Surgery, Northwestern University, Chicago, IL, USA
| | - David Fei-Zhang
- Department of Orthopaedic Surgery, Northwestern University, Chicago, IL, USA
| | - Srikanth N. Divi
- Department of Orthopaedic Surgery, Northwestern University, Chicago, IL, USA
| | - Wellington K. Hsu
- Department of Orthopaedic Surgery, Northwestern University, Chicago, IL, USA
| | - Alpesh A. Patel
- Department of Orthopaedic Surgery, Northwestern University, Chicago, IL, USA
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Luo M, Shi F, Wang H, Chen Z, Dai H, Shi Y, Chen J, Tang S, Huang J, Xiao Z. The impact of perioperative opioid use on postoperative outcomes following spinal surgery: a meta-analysis of 60 cohort studies with 13 million participants. Spine J 2024; 24:278-296. [PMID: 37844626 DOI: 10.1016/j.spinee.2023.09.027] [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: 03/16/2023] [Revised: 09/01/2023] [Accepted: 09/30/2023] [Indexed: 10/18/2023]
Abstract
BACKGROUND CONTEXT An important factor for the prognosis of spinal surgery is the perioperative use of opioids. However, the relationship is not clear. PURPOSE The purpose of this study was to evaluate the effect of perioperative opioid use on the prognosis of patients following spinal surgery. STUDY DESIGN/SETTING Systematic review and meta-analysis. OUTCOME MEASURES A meta-analysis was conducted using the random-effects method to calculate pooled odds ratios (ORs) with 95% confidence intervals (CIs). METHODS The PubMed, Embase, and Cochrane Library databases were systematically searched to find relevant articles that were published until September 2, 2022. The primary outcome was prolonged postoperative opioid use, and secondary outcomes included the length of stay (LOS), reoperation, the time to return to work (RTW), postoperative complications, gastrointestinal complications, new permanent disability, central nervous system events and infection. In addition, subgroup analysis of the primary outcome was conducted to explore the main sources of heterogeneity, and sensitivity analysis of all outcomes was performed to evaluate the stability of the results. RESULTS A total of 60 cohort studies involving 13,219,228 individuals met the inclusion criteria. Meta-analysis showed that perioperative opioid use was specifically related to prolonged postoperative opioid use (OR 6.91, 95% CI 6.09 to 7.84, p<.01). Furthermore, the results also showed that perioperative opioid use was significantly associated with prolonged LOS (OR 1.74, 95% CI 1.39 to 2.18, p<.01), postoperative complications (OR 1.72, 95% CI 1.26 to 2.36, p<.01), reoperation (OR 2.38, 95% CI 1.85 to 3.07, p<.01), the time to RTW (OR 0.45, 95% CI 0.39 to 0.52, p<.01), gastrointestinal complications (OR 1.39, 95% CI 1.30 to 1.48, p<.01), central nervous system events (OR 1.99, 95% CI 1.21 to 3.27, p=.07) and infection (OR 1.22, 95% CI 1.09 to 1.36, p=.01). These results were corroborated by the trim-and-fill procedure and leave-one-out sensitivity analyses. CONCLUSIONS Based on the current evidence, patients with perioperative opioid use, in comparison to controls, appear to have prolonged postoperative opioid use, which may increase the risk of poor outcomes including prolonged LOS, complications, reoperation, RTW and so on. However, these results must be carefully interpreted as the number of studies included was small and the studies were statistically heterogeneous. These findings may help clinicians to realize the harmfulness of perioperative use of opioids, reduce the use of prescription opioids, necessarily withdraw before operation or significantly wean to the lowest tolerable preoperative amount, and provide some inspiration for standardizing the use of opioids in the future.
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Affiliation(s)
- Mingjiang Luo
- Department of spinal Surgery, Second Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang City, Hunan Province, China
| | - Fuwen Shi
- Department of spinal Surgery, Second Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang City, Hunan Province, China; Hengyang Medical School, University of South China, Hengyang City, Hunan Province, China
| | - Hongxu Wang
- Hengyang Medical School, University of South China, Hengyang City, Hunan Province, China
| | - Zuoxuan Chen
- Hengyang Medical School, University of South China, Hengyang City, Hunan Province, China
| | - Huijie Dai
- Hengyang Medical School, University of South China, Hengyang City, Hunan Province, China
| | - Yuxin Shi
- Department of Pediatric Dentistry, First Affiliated Hospital (Affiliated Stomatological Hospital) of Xinjiang Medical University, Urumqi 830054, China
| | - Jiang Chen
- Department of spinal Surgery, Second Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang City, Hunan Province, China
| | - Siliang Tang
- Department of spinal Surgery, Second Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang City, Hunan Province, China
| | - Jingshan Huang
- Department of spinal Surgery, Second Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang City, Hunan Province, China
| | - Zhihong Xiao
- Department of spinal Surgery, Second Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang City, Hunan Province, China.
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Subramanian T, Shinn DJ, Korsun MK, Shahi P, Asada T, Amen TB, Maayan O, Singh S, Araghi K, Tuma OC, Singh N, Simon CZ, Zhang J, Sheha ED, Dowdell JE, Huang RC, Albert TJ, Qureshi SA, Iyer S. Recovery Kinetics After Cervical Spine Surgery. Spine (Phila Pa 1976) 2023; 48:1709-1716. [PMID: 37728119 DOI: 10.1097/brs.0000000000004830] [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: 07/13/2023] [Accepted: 08/31/2023] [Indexed: 09/21/2023]
Abstract
STUDY DESIGN Retrospective review of a prospectively maintained multisurgeon registry. OBJECTIVE To study recovery kinetics and associated factors after cervical spine surgery. SUMMARY OF BACKGROUND DATA Few studies have described return to activities cervical spine surgery. This is a big gap in the literature, as preoperative counseling and expectations before surgery are important. MATERIALS AND METHODS Patients who underwent either anterior cervical discectomy and fusion (ACDF) or cervical disk replacement (CDR) were included. Data collected included preoperative patient-reported outcome measures, return to driving, return to working, and discontinuation of opioids data. A multivariable regression was conducted to identify the factors associated with return to driving by 15 days, return to working by 15 days, and discontinuing opioids by 30 days. RESULTS Seventy ACDF patients and 70 CDR patients were included. Overall, 98.2% of ACDF patients and 98% of CDR patients returned to driving in 16 and 12 days, respectively; 85.7% of ACDF patients and 90.9% of CDR patients returned to work in 16 and 14 days; and 98.3% of ACDF patients and 98.3% of CDR patients discontinued opioids in a median of seven and six days. Though not significant, minimal (odds ratio (OR)=1.65) and moderate (OR=1.79) disability was associated with greater odds of returning to driving by 15 days. Sedentary work (OR=0.8) and preoperative narcotics (OR=0.86) were associated with decreased odds of returning to driving by 15 days. Medium (OR=0.81) and heavy (OR=0.78) intensity occupations were associated with decreased odds of returning to work by 15 days. High school education (OR=0.75), sedentary work (OR=0.79), and retired/not working (OR=0.69) were all associated with decreased odds of discontinuing opioids by 30 days. CONCLUSIONS Recovery kinetics for ACDF and CDR are comparable. Most patients return to all activities after ACDF and CDR within 16 days. These findings serve as an important compass for preoperative counseling.
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Affiliation(s)
- Tejas Subramanian
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
- Weill Cornell Medicine, New York, NY
| | - Daniel J Shinn
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
- Weill Cornell Medicine, New York, NY
| | - Maximilian K Korsun
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
| | - Pratyush Shahi
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
| | - Tomoyuki Asada
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
| | - Troy B Amen
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
| | - Omri Maayan
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
- Weill Cornell Medicine, New York, NY
| | - Sumedha Singh
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
| | - Kasra Araghi
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
| | - Olivia C Tuma
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
| | - Nishtha Singh
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
| | - Chad Z Simon
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
| | - Joshua Zhang
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
| | - Evan D Sheha
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
- Weill Cornell Medicine, New York, NY
| | - James E Dowdell
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
- Weill Cornell Medicine, New York, NY
| | - Russel C Huang
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
| | - Todd J Albert
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
| | - Sheeraz A Qureshi
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
- Weill Cornell Medicine, New York, NY
| | - Sravisht Iyer
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY
- Weill Cornell Medicine, New York, NY
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11
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Laperche J, Barrett CC, Glasser J, Yang DS, Lemme N, Garcia D, Daniels AH, Antoci V. Chronic obstructive pulmonary disease is an independent risk factor for increased opioid use in total hip arthroplasty: A retrospective PearlDiver study. J Orthop 2023; 46:95-101. [PMID: 37969229 PMCID: PMC10641556 DOI: 10.1016/j.jor.2023.09.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2023] [Revised: 09/07/2023] [Accepted: 09/20/2023] [Indexed: 11/17/2023] Open
Abstract
Background Total hip arthroplasty (THA) has become an incredibly common procedure due to its' predictability and high success rate. The success of surgery is related to strict indications and careful optimization of medical comorbidities to decrease risk and improve outcomes. Chronic obstructive pulmonary disease (COPD) has been associated with increased medical and surgical complications. A regulatory focus on opioid utilization does not usually consider COPD as a risk factor, but limited research exists on the impact of COPD on outcomes and risks after THA. Methods Retrospective all-inclusive database analysis of Medicare patients who had undergone THA between 2007 and 2017 included in the PearlDiver Database were studied. Postoperative opioid usage was examined at 1-, 3-, 6-, and 12 months, along with surgical infection, implant complications, and revisions. Post-operative complications within 30 days, either medical or implant related, were identified. Controlling for comorbidities, age, and sex, odds ratios were calculated using multivariable logistic regression with a significant α value of 0.05. Results COPD patients had significantly higher rates of opioid usage postoperatively. COPD patients also had an increased rate of readmissions, medical/implant complications, and revision surgeries. Discussion This is the only study raising concern regarding opioid use in COPD patients after total hip arthroplasty, which may be critical considering the associated respiratory depression further exacerbating the COPD. Considering the evidence of poor outcomes associated with COPD in arthroplasty, appropriately screening for COPD and counseling or planning for post-operative pain control and complications is paramount.
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Affiliation(s)
| | | | | | - Daniel S. Yang
- Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Nicholas Lemme
- Warren Alpert Medical School of Brown University, Providence, RI, USA
- Brown University and Rhode Island Hospital, Department of Orthopaedic Surgery, Providence, RI, USA
| | - Dioscaris Garcia
- Warren Alpert Medical School of Brown University, Providence, RI, USA
- Brown University and Rhode Island Hospital, Department of Orthopaedic Surgery, Providence, RI, USA
| | - Alan H. Daniels
- University Orthopedics Inc., East Providence, RI, USA
- Warren Alpert Medical School of Brown University, Providence, RI, USA
- Brown University and Rhode Island Hospital, Department of Orthopaedic Surgery, Providence, RI, USA
| | - Valentin Antoci
- University Orthopedics Inc., East Providence, RI, USA
- Warren Alpert Medical School of Brown University, Providence, RI, USA
- Brown University and Rhode Island Hospital, Department of Orthopaedic Surgery, Providence, RI, USA
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12
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Jung MK, Hörnig L, Raisch P, Grützner PA, Kreinest M. Odontoid fracture in geriatric patients - analysis of complications and outcome following conservative treatment vs. ventral and dorsal surgery. BMC Geriatr 2023; 23:748. [PMID: 37968595 PMCID: PMC10652439 DOI: 10.1186/s12877-023-04472-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Accepted: 11/09/2023] [Indexed: 11/17/2023] Open
Abstract
BACKGROUND Different treatment options are discussed for geriatric odontoid fracture. The aim of this study was to compare the treatment options for geriatric odontoid fractures. METHODS Included were patients with the following criteria: age ≥ 65 years, identification of seniors at risk (ISAR score ≥ 2), and odontoid fracture type A/B according to Eysel and Roosen. Three groups were compared: conservative treatment, surgical therapy with ventral screw osteosynthesis or dorsal instrumentation. At a follow-up examination, the range of motion and the trabecular bone fracture healing rate were evaluated. Furthermore, demographic patient data, neurological status, length of stay at the hospital and at the intensive care unit (ICU) as well as the duration of surgery and occurring complications were analyzed. RESULTS A total of 72 patients were included and 43 patients could be re-examined (range: 2.7 ± 2.1 months). Patients with dorsal instrumentation had a better rotation. Other directions of motion were not significantly different. The trabecular bone fracture healing rate was 78.6%. The patients with dorsal instrumentation were hospitalized significantly longer; however, their duration at the ICU was shortest. There was no significant difference in complications. CONCLUSION Geriatric patients with odontoid fracture require individual treatment planning. Dorsal instrumentation may offer some advantages.
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Affiliation(s)
- Matthias K Jung
- Department of Trauma and Orthopaedic Surgery, BG Klinik Ludwigshafen, Ludwigshafen, Germany.
| | - Lukas Hörnig
- Department of Trauma and Orthopaedic Surgery, BG Klinik Ludwigshafen, Ludwigshafen, Germany
| | - Philipp Raisch
- Department of Trauma and Orthopaedic Surgery, BG Klinik Ludwigshafen, Ludwigshafen, Germany
| | - Paul A Grützner
- Department of Trauma and Orthopaedic Surgery, BG Klinik Ludwigshafen, Ludwigshafen, Germany
| | - Michael Kreinest
- Department of Trauma and Orthopaedic Surgery, BG Klinik Ludwigshafen, Ludwigshafen, Germany
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13
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Uhrbrand PG, Rasmussen MM, Haroutounian S, Nikolajsen L. An individualised tapering protocol reduces opioid use 1 year after spine surgery: A randomised controlled trial of patients with preoperative opioid use. Acta Anaesthesiol Scand 2023; 67:1085-1090. [PMID: 37203222 DOI: 10.1111/aas.14266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 04/01/2023] [Accepted: 04/28/2023] [Indexed: 05/20/2023]
Abstract
BACKGROUND Persistent opioid use following surgery is common especially in patients with preoperative opioid use. This study aims to determine the long-term effect of an individualised opioid tapering plan versus standard of care in patients with a preoperative opioid use undergoing spine surgery at Aarhus University Hospital, Denmark. METHODS This is the 1-year follow-up of a prospective, single-centre, randomised trial of 110 patients who underwent elective spine surgery for degenerative disease. The intervention was an individualised tapering plan at discharge and telephone counselling 1 week after discharge, compared to standard of care. Postoperative outcomes after 1 year include opioid use, reasons for opioid use and pain intensity. RESULTS The overall response rate to the 1-year follow-up questionnaire was 94% (intervention group 52/55 patients and control group 51/55 patients). Forty-two patients (proportion = 0.81, 95% CI 0.67-0.89) in the intervention group compared to 31 (0.61, 95% CI 0.47-0.73; p = .026) patients in the control group succeeded in tapering to zero 1 year after discharge (p = .026). One patient (0.02, 95% CI 0.01-0.13) in the intervention group compared to seven patients (0.14, 95% CI 0.07-0.26) in the control group were unable to taper to their preoperative dose 1 year after discharge (p = .025). Back/neck and radicular pain intensity was similar between study groups. CONCLUSION These results suggest that an individualised tapering plan at discharge combined with telephone counselling 1 week after discharge can reduce opioid use 1 year after spine surgery.
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Affiliation(s)
- Peter Gaarsdal Uhrbrand
- Department of Anaesthesiology and Intensive Care, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Mikkel Mylius Rasmussen
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Neurosurgery, Aarhus University Hospital, Aarhus, Denmark
| | - Simon Haroutounian
- Department of Anaesthesiology, Washington University, St. Louis, Missouri, USA
| | - Lone Nikolajsen
- Department of Anaesthesiology and Intensive Care, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
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14
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Lee Y, Issa TZ, Lambrechts MJ, Brush PL, Toci GR, Reddy YC, Fras SI, Mangan JJ, Canseco JA, Kurd M, Rihn JA, Kaye ID, Hilibrand AS, Vaccaro AR, Kepler CK, Schroeder GD. Comparison of Postoperative Opioid Use After Anterior Cervical Diskectomy and Fusion or Posterior Cervical Fusion. J Am Acad Orthop Surg 2023; 31:e665-e674. [PMID: 37126845 DOI: 10.5435/jaaos-d-23-00003] [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: 01/08/2023] [Accepted: 03/28/2023] [Indexed: 05/03/2023] Open
Abstract
INTRODUCTION Posterior cervical fusion (PCF) and anterior cervical diskectomy and fusion (ACDF) are two main surgical management options for the treatment of cervical spondylotic myelopathy. Although ACDF is less invasive than PCF which should theoretically reduce postoperative pain, it is still unknown whether this leads to reduced opioid use. Our objective was to evaluate whether PCF increases postoperative opioid use compared with ACDF. METHODS We retrospectively identified all patients undergoing 2-level to 4-level ACDF or PCF at a single center from 2017 to 2021. Our state's prescription drug-monitoring program was queried for filled opioid prescriptions using milligrams morphine equivalents (MMEs) up to 1 year postoperatively. In-hospital opioid use was collected from the electronic medical record. Bivariate statistics compared ACDF and PCF cohorts. Multivariate linear regression was done to assess independent predictors of in-hospital opioid use and short-term (0 to 30 days), subacute (30 to 90 days), and long-term (3 to 12 months) opioid prescriptions. RESULTS We included 211 ACDF patients and 91 PCF patients. Patients undergoing PCF used more opioids during admission (126.7 vs. 51.0 MME, P < 0.001) and refilled more MMEs in the short-term (118.2 vs. 86.1, P = 0.001) but not subacute (33.6 vs. 19.7, P = 0.174) or long-term (85.6 vs. 47.8, P = 0.310) period. A similar percent of patients in both groups refilled at least one prescription after 90 days (39.6% vs. 33.2%, P = 0.287). PCF (β = 56.7, P = 0.001) and 30-day preoperative MMEs (β = 0.28, P = 0.041) were associated with greater in-hospital opioid requirements. PCF (β = 26.7, P = 0.039), C5 nerve root irritation (β = 51.4, P = 0.019), and a history of depression (β = 40.9, P < 0.001) were independently associated with 30-day postoperative MMEs. CONCLUSIONS PCF is initially more painful than ACDF but does not lead to persistent opioid use. Surgeons should optimize multimodal analgesia protocols to reduce long-term narcotic usage rather than change the surgical approach.Level of Evidence:III.
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Affiliation(s)
- Yunsoo Lee
- From the Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA
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15
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Montgomery EY, Pernik MN, Johnson ZD, Dosselman LJ, Christian ZK, Deme PR, Adeyemo EA, Barrie U, Badejo O, Stewart NA, Uttarkar R, Adogwa O, Tecle NE, Aoun SG, Bagley CA. Perioperative Factors Associated With Chronic Opioid Use After Spine Surgery. Global Spine J 2023; 13:1450-1456. [PMID: 34414800 PMCID: PMC10448093 DOI: 10.1177/21925682211035723] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
STUDY DESIGN Retrospective case control. OBJECTIVES The purpose of the current study is to determine risk factors associated with chronic opioid use after spine surgery. METHODS In our single institution retrospective study, 1,299 patients undergoing elective spine surgery at a tertiary academic medical center between January 2010 and August 2017 were enrolled into a prospectively collected registry. Patients were dichotomized based on renewal of, or active opioid prescription at 3-mo and 12-mo postoperatively. The primary outcome measures were risk factors for opioid renewal 3-months and 12-months postoperatively. These primarily included demographic characteristics, operative variables, and in-hospital opioid consumption via morphine milligram equivalence (MME). At the 3-month and 12-month periods, we analyzed the aforementioned covariates with multivariate followed by bivariate regression analyses. RESULTS Multivariate and bivariate analyses revealed that script renewal at 3 months was associated with black race (P = 0.001), preoperative narcotic (P < 0.001) or anxiety/depression medication use (P = 0.002), and intraoperative long lumbar (P < 0.001) or thoracic spine surgery (P < 0.001). Lower patient income was also a risk factor for script renewal (P = 0.01). Script renewal at 12 months was associated with younger age (P = 0.006), preoperative narcotics use (P = 0.001), and ≥4 levels of lumbar fusion (P < 0.001). Renewals at 3-mo and 12-mo had no association with MME given during the hospital stay or with the usage of PCA (P > 0.05). CONCLUSION The current study describes multiple patient-level factors associated with chronic opioid use. Notably, no metric of perioperative opioid utilization was directly associated with chronic opioid use after multivariate analysis.
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Affiliation(s)
- Eric Y. Montgomery
- Department of Neurological Surgery, University of Texas Southwestern Medical School, Dallas, TX, USA
| | - Mark N. Pernik
- Department of Neurological Surgery, University of Texas Southwestern Medical School, Dallas, TX, USA
| | - Zachary D. Johnson
- Department of Neurological Surgery, University of Texas Southwestern Medical School, Dallas, TX, USA
| | - Luke J. Dosselman
- Department of Neurological Surgery, University of Texas Southwestern Medical School, Dallas, TX, USA
| | - Zachary K. Christian
- Department of Neurological Surgery, University of Texas Southwestern Medical School, Dallas, TX, USA
| | - Palvasha R. Deme
- Department of Neurological Surgery, University of Texas Southwestern Medical School, Dallas, TX, USA
| | - Emmanuel A. Adeyemo
- Department of Neurological Surgery, University of Texas Southwestern Medical School, Dallas, TX, USA
| | - Umaru Barrie
- Department of Neurological Surgery, University of Texas Southwestern Medical School, Dallas, TX, USA
| | - Olatunde Badejo
- Department of Neurological Surgery, University of Texas Southwestern Medical School, Dallas, TX, USA
| | - Nick A. Stewart
- Department of Neurological Surgery, University of Texas Southwestern Medical School, Dallas, TX, USA
| | - Ruta Uttarkar
- Department of Neurological Surgery, University of Texas Southwestern Medical School, Dallas, TX, USA
| | - Owoicho Adogwa
- Department of Neurological Surgery, University of Texas Southwestern Medical School, Dallas, TX, USA
| | - Najib El Tecle
- Department of Neurological Surgery, Saint Louis University School of Medicine, MO, USA
| | - Salah G. Aoun
- Department of Neurological Surgery, University of Texas Southwestern Medical School, Dallas, TX, USA
| | - Carlos A. Bagley
- Department of Neurological Surgery, University of Texas Southwestern Medical School, Dallas, TX, USA
- Department of Orthopedic Surgery, University of Texas Southwestern Medical School, TX, USA
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Levy HA, Karamian BA, Canseco JA, Henstenburg J, Larwa J, Haislup B, Kaye ID, Woods BI, Radcliff KE, Hilibrand AS, Kepler CK, Vaccaro AR, Schroeder GD. Does a High Postoperative Opioid Dose Predict Chronic Use After ACDF? World Neurosurg 2023; 171:e686-e692. [PMID: 36566977 DOI: 10.1016/j.wneu.2022.12.083] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Accepted: 12/18/2022] [Indexed: 12/24/2022]
Abstract
OBJECTIVE The purpose of this study is to determine if increased postoperative prescription opioid dosing is an isolated predictor of chronic opioid use after anterior cervical diskectomy and fusion (ACDF). METHODS A retrospective cohort analysis of patients undergoing ACDF for degenerative diseases from 2016-2019 at a single institution was performed. Preoperative and postoperative opioid and benzodiazepine prescriptions, including morphine milligram equivalents (MMEs) and duration of use, were obtained from the Pennsylvania Prescription Drug Monitoring Program. Univariate analysis compared patient demographics and surgical factors across groups on the basis of postoperative opioid dose (high: MME ≥90, low: MME <90) and chronicity of use (chronic: ≥120 days or >10 prescriptions). Logistic regressions identified predictors of high opioid dose and chronic use. RESULTS A total of 385 patients were included. Preoperative opioid tolerance and tobacco use were associated with high postoperative opioid dose and chronic usage. Younger age correlated with high-dose prescriptions. Increased body mass index and preoperative benzodiazepine use were associated with chronic opioid use. Chronic postoperative opioid use correlated with high-dose prescriptions, change in opioid prescribed, private pay scripts, and more than 1 prescriber and pharmacy. Logistic regression identified high postoperative opioid dose, opioid tolerance, increased body mass index, and no prior cervical surgery as predictors of chronic opioid use. Regression analysis determined younger age, increased medical comorbidities, and opioid tolerance to be predictors for high MME prescriptions. CONCLUSIONS High postoperative opioid dose independently predicted chronic opioid use after ACDF regardless of preoperative opioid tolerance.
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Affiliation(s)
- Hannah A Levy
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA; Department of Orthopaedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Brian A Karamian
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA; Department of Orthopaedic Surgery, University of Utah, Salt Lake City, Utah, USA.
| | - Jose A Canseco
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Jeffrey Henstenburg
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Joseph Larwa
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Brett Haislup
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - I David Kaye
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Barrett I Woods
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Kris E Radcliff
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Alan S Hilibrand
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Christopher K Kepler
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Alexander R Vaccaro
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Gregory D Schroeder
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
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Lim S, Yeh HH, Macki M, Haider S, Hamilton T, Mansour TR, Telemi E, Schultz L, Nerenz DR, Schwalb JM, Abdulhak M, Park P, Aleem I, Easton R, Khalil JG, Perez-Cruet M, Chang V. Postoperative opioid prescription and patient-reported outcomes after elective spine surgery: a Michigan Spine Surgery Improvement Collaborative study. J Neurosurg Spine 2023; 38:242-248. [PMID: 36208431 DOI: 10.3171/2022.8.spine22571] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Accepted: 08/25/2022] [Indexed: 11/06/2022]
Abstract
OBJECTIVE This study was designed to assess how postoperative opioid prescription dosage could affect patient-reported outcomes after elective spine surgery. METHODS Patients enrolled in the Michigan Spine Surgery Improvement Collaborative (MSSIC) from January 2020 to September 2021 were included in this study. Opioid prescriptions at discharge were converted to total morphine milligram equivalents (MME). A reference value of 225 MME per week was used as a cutoff. Patients were divided into two cohorts based on prescribed total MME: ≤ 225 MME and > 225 MME. Primary outcomes included patient satisfaction, return to work status after surgery, and whether improvement of the minimal clinically important difference (MCID) of the Patient-Reported Outcomes Measurement Information System 4-question short form for physical function (PROMIS PF) and EQ-5D was met. Generalized estimated equations were used for multivariate analysis. RESULTS Regression analysis revealed that patients who had postoperative opioids prescribed with > 225 MME were less likely to be satisfied with surgery (adjusted OR [aOR] 0.81) and achieve PROMIS PF MCID (aOR 0.88). They were also more likely to be opioid dependent at 90 days after elective spine surgery (aOR 1.56). CONCLUSIONS The opioid epidemic is a serious threat to national public health, and spine surgeons must practice conscientious postoperative opioid prescribing to achieve adequate pain control. The authors' analysis illustrates that a postoperative opioid prescription of 225 MME or less is associated with improved patient satisfaction, greater improvement in physical function, and decreased opioid dependence compared with those who had > 225 MME prescribed.
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Affiliation(s)
| | | | | | | | | | | | | | - Lonni Schultz
- Departments of1Neurological Surgery
- 2Public Health Services, and
| | - David R Nerenz
- Departments of1Neurological Surgery
- 3Center for Health Policy and Health Services Research, Henry Ford Health, Detroit, Michigan
| | | | | | | | - Ilyas Aleem
- 5Orthopedics, University of Michigan, Ann Arbor, Michigan
| | - Richard Easton
- 6Department of Orthopedics, William Beaumont Hospital, Troy, Michigan; and
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18
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Lemme NJ, Glasser JL, Yang DS, Testa EJ, Daniels AH, Antoci V. Chronic Obstructive Pulmonary Disease Associated with Prolonged Opiate Use, Increased Short-Term Complications, and the Need for Revision Surgery following Total Knee Arthroplasty. J Knee Surg 2023; 36:335-343. [PMID: 34530476 DOI: 10.1055/s-0041-1733883] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Chronic obstructive pulmonary disease (COPD) is a condition which causes a substantial burden to patients, physicians, and the health care system at large. Medical comorbidities are commonly associated with adverse health outcomes in the postoperative period. Here, we present a large database review of patients undergoing total knee arthroplasty (TKA) to determine the effect of COPD on patient outcomes. The PearlDiver database was queried for all patients who underwent TKA between 2007 and the first quarter of 2017. Medical complications, surgical complications, 30-day readmission rates, revision rates, and opioid utilization were assessed at various intervals following TKA among patients with and without COPD. Multivariable regression was used to calculate adjusted odds ratios controlling for age, sex, and medical comorbidities. A total of 46,769 TKA patients with COPD and 120,177 TKA patients without COPD were studied. TKA patients with COPD experienced increased risk of 30-day readmission (40.8% vs. 32.2%, p < 0.0001), 30-day total medical complications (10.2% vs. 7.0%, p < 0.0001), prosthesis explanation at 6 months (0.4% vs. 0.2, p = 0.0130), 1 year (0.6% vs. 0.3%, p = 0.0005), and 2 years (0.8% vs. 0.5%, p = 0.0003), as well as an increased rate of revision (p < 0.0046) compared to TKA patients without COPD. Opioid utilization of TKA patients with COPD was greater significantly than that of TKA patients without COPD at 3, 6, and 12 months. Patients with COPD have an increased risk for medical and surgical complications, readmission, and prolonged opioid use following TKA.
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Affiliation(s)
- Nicholas J Lemme
- Department of Orthopaedic Surgery, Warren Alpert Medical School of Brown University, Providence, Rhode Island
| | - Jillian Lynn Glasser
- Department of Adult Reconstruction, University Orthopedics, East Providence, Rhode Island
| | - Daniel S Yang
- Department of Orthopaedic Surgery, Warren Alpert Medical School of Brown University, Providence, Rhode Island
| | - Edward J Testa
- Department of Orthopaedic Surgery, Warren Alpert Medical School of Brown University, Providence, Rhode Island
| | - Alan H Daniels
- Department of Orthopaedic Surgery, Warren Alpert Medical School of Brown University, Providence, Rhode Island.,Department of Spine Surgery, University Orthopedics, East Providence, Rhode Island
| | - Valentin Antoci
- Department of Orthopaedic Surgery, Warren Alpert Medical School of Brown University, Providence, Rhode Island.,Department of Adult Reconstruction, University Orthopedics, East Providence, Rhode Island
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19
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Factors Associated With Total Discharge Opioid Prescription Morphine Milligram Equivalent Amounts Following Primary Anterior Cervical Spine Surgery. J Am Acad Orthop Surg 2023; 31:e157-e168. [PMID: 36656277 DOI: 10.5435/jaaos-d-22-00513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Accepted: 08/09/2022] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND Opioid overuse is a substantial cause of morbidity and mortality in the United States, and orthopaedic surgeons are the third highest prescribers of opioids. Postoperative prescribing patterns vary widely, and there is a paucity of data evaluating patient and surgical factors associated with discharge opioid prescribing patterns after elective anterior cervical surgery (ACS). The purpose of this study was to evaluate the volume of postoperative opioids prescribed and factors associated with discharge opioid prescription volumes after elective ACS. METHODS We retrospectively identified patients aged 18 years and older who underwent elective primary anterior cervical diskectomy and fusion (ACDF), cervical disk arthroplasty (CDA), or hybrid procedure (ACDF and CDA at separate levels) at a single institution between 2015 and 2021. Demographic, surgical, and opioid prescription data were obtained from patients' electronic medical records. Univariate and multivariate analyses were conducted to assess for independent associations with discharge opioid volumes. RESULTS A total of 313 patients met inclusion criteria, including 226 (72.2%) ACDF, 69 (22.0%) CDA, and 18 (5.8%) hybrid procedure patients. Indications included radiculopathy in 63.6%, myelopathy in 19.2%, and myeloradiculopathy in 16.3%. The average age was 57.2 years, and 50.2% of patients were male. Of these, 88 (28.1%) underwent one-level, 137 (43.8%) underwent two-level, 83 (26.5%) underwent three-level, and 5 (1.6%) underwent four-level surgery. Younger age (P = 0.010), preoperative radiculopathy (P = 0.029), procedure type (ACDF, P < 0.001), preoperative opioid use (P = 0.012), and discharge prescription written by a midlevel provider (P = 0.010) were independently associated with greater discharge opioid prescription volumes. CONCLUSION We identified wide variability in prescription opioid discharge volumes after ACS and patient, procedure, and perioperative factors associated with greater discharge opioid volumes. These factors should be considered when designing protocols and interventions to reduce and optimize postoperative opioid use after ACS.
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Masood R, Mandalia K, Moverman MA, Puzzitiello RN, Pagani NR, Menendez ME, Salzler MJ. Patients With Functional Somatic Syndromes-Fibromyalgia, Irritable Bowel Syndrome, Chronic Headaches, and Chronic Low Back Pain-Have Lower Outcomes and Higher Opioid Usage and Cost After Shoulder and Elbow Surgery. Arthroscopy 2022; 39:1529-1538. [PMID: 36592697 DOI: 10.1016/j.arthro.2022.12.028] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 12/06/2022] [Accepted: 12/15/2022] [Indexed: 12/31/2022]
Abstract
PURPOSE To perform a systematic review assessing the relationship between functional somatic syndromes (FSSs) and patient-reported outcome measures (PROMs), postoperative opioid consumption, and hospitalization costs after shoulder and elbow surgery. METHODS A systematic review of the PubMed and Web of Science databases was conducted according to Preferred Reporting Items for Systematic Review and Meta-Analysis guidelines to identify all studies evaluating the effect of having at least 1 FSS (fibromyalgia, irritable bowel syndrome, chronic headaches, chronic low back pain) on outcomes after shoulder and elbow surgeries. Outcomes of interest included postoperative analgesic use, PROMs, and hospitalization costs. RESULTS The review identified a total of 320 studies, of which 8 studies met the inclusion criteria. The total number of participants in our 8 included studies was 57,389. Three studies (n = 620) reported PROMs. These studies demonstrated that the presence of at least 1 FSS is predictive of significantly greater pain scores and lower quality of recovery, Disability Arm Shoulder and Hand, American Shoulder and Elbow Surgeons Shoulder Score, and Single Assessment Numeric Evaluation scores postoperatively. Although scores were inferior in among patients with FSS, 2 of the 3 studies showed improvement in PROMs in this group of patients. Seven studies (n = 56,909) reported postoperative opioid use. Of these, 5 reported that a diagnosis of at least 1 FSS was a strong risk factor for long-term opioid use after surgery. One study (n = 480) found that time-driven activity-based costs were significantly greater in patients with FSSs. CONCLUSIONS Patients with functional somatic syndromes have less-favorable PROMs postoperatively, consume more opioids postoperatively, and have greater health care costs after elective shoulder and elbow procedures. Although PROMs among patients with FSSs are inferior compared with those without FSSs, PROMs still improved compared with baseline. LEVEL OF EVIDENCE Level III, systematic review of Level II-III studies.
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Affiliation(s)
- Raisa Masood
- Department of Orthopaedic Surgery, Tufts Medical Center, Boston, Massachusetts, U.S.A
| | - Krishna Mandalia
- Tufts University School of Medicine, Boston, Boston, Massachusetts, U.S.A
| | - Michael A Moverman
- Department of Orthopaedic Surgery, Tufts Medical Center, Boston, Massachusetts, U.S.A
| | - Richard N Puzzitiello
- Department of Orthopaedic Surgery, Tufts Medical Center, Boston, Massachusetts, U.S.A
| | - Nicholas R Pagani
- Department of Orthopaedic Surgery, Tufts Medical Center, Boston, Massachusetts, U.S.A
| | - Mariano E Menendez
- Midwest Orthopaedics at Rush, Rush University Medical Center, Chicago, Illinois, U.S.A
| | - Matthew J Salzler
- Department of Orthopaedic Surgery, Tufts Medical Center, Boston, Massachusetts, U.S.A.
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Kurteva S, Abrahamowicz M, Weir D, Gomes T, Tamblyn R. Determinants of long-term opioid use in hospitalized patients. PLoS One 2022; 17:e0278992. [PMID: 36520865 PMCID: PMC9754198 DOI: 10.1371/journal.pone.0278992] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 11/07/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Long-term opioid use is an increasingly important problem related to the ongoing opioid epidemic. The purpose of this study was to identify patient, hospitalization and system-level determinants of long term opioid therapy (LTOT) among patients recently discharged from hospital. DESIGN To be eligible for this study, patient needed to have filled at least one opioid prescription three-months post-discharge. We retrieved data from the provincial health insurance agency to measure medical service and prescription drug use in the year prior to and after hospitalization. A multivariable Cox Proportional Hazards model was utilized to determine factors associated with time to the first LTOT occurrence, defined as time-varying cumulative opioid duration of ≥ 60 days. RESULTS Overall, 22.4% of the 1,551 study patients were classified as LTOT, who had a mean age of 66.3 years (SD = 14.3). Having no drug copay status (adjusted hazard ratio (aHR) 1.91, 95% CI: 1.40-2.60), being a LTOT user before the index hospitalization (aHR 6.05, 95% CI: 4.22-8.68) or having history of benzodiazepine use (aHR 1.43, 95% CI: 1.12-1.83) were all associated with an increased likelihood of LTOT. Cardiothoracic surgical patients had a 40% lower LTOT risk (aHR 0.55, 95% CI: 0.31-0.96) as compared to medical patients. Initial opioid dispensation of > 90 milligram morphine equivalents (MME) was also associated with higher likelihood of LTOT (aHR 2.08, 95% CI: 1.17-3.69). CONCLUSIONS AND RELEVANCE Several patient-level characteristics associated with an increased risk of ≥ 60 days of cumulative opioid use. The results could be used to help identify patients who are at high-risk of continuing opioids beyond guideline recommendations and inform policies to curb excessive opioid prescribing.
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Affiliation(s)
- Siyana Kurteva
- Department of Epidemiology and Biostatistics, McGill University, Montreal, Canada
- Clinical and Health Informatics Research Group, McGill University, Montreal, Canada
- Science, Aetion, Inc., Barcelona, Spain
- * E-mail:
| | - Michal Abrahamowicz
- Department of Epidemiology and Biostatistics, McGill University, Montreal, Canada
| | - Daniala Weir
- Division of Pharmacoepidemiology and Clinical Pharmacology, Department of Pharmaceutical Sciences, Utrecht University, Utrecht, Netherlands
| | - Tara Gomes
- Institute of Health Policy Management and Evaluation, Toronto, Canada
- Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, Canada
- ICES, Toronto, Canada
| | - Robyn Tamblyn
- Department of Epidemiology and Biostatistics, McGill University, Montreal, Canada
- Clinical and Health Informatics Research Group, McGill University, Montreal, Canada
- Department of Medicine, McGill University Health Center, Montreal, Canada
- McGill University Health Centre, Montreal, Canada
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22
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Mo KC, Sachdev R, Zhang B, Vadhera A, Ren M, Andrade NS, Kebaish KM, Skolasky RL, Neuman BJ. Preoperative duration of pain is associated with chronic opioid use after adult spinal deformity surgery. Spine Deform 2022; 10:1393-1397. [PMID: 35750987 DOI: 10.1007/s43390-022-00531-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Accepted: 05/21/2022] [Indexed: 11/29/2022]
Abstract
PURPOSE Few studies have explored the association between preoperative patient-reported measures and chronic opioid use following adult spinal deformity (ASD) surgery. We sought to explore the association between preoperative duration of pain, as well as other patient-reported factors, and chronic opioid use after ASD surgery. METHODS We retrospectively reviewed our U.S. academic tertiary care hospital's database of ASD patients. We included patients 18 years or older who underwent arthrodesis of four or more spinal levels from January 2008 to February 2018, with 2-year follow-up. The primary outcome variable was chronic opioid use, defined as opioid use at both 1 and 2 years postoperatively. We analyzed patient characteristics; duration of preoperative pain (<4 years or ≥4 years); radiculopathy; preoperative Scoliosis Research Society-22r (SRS-22r) score; Oswestry Disability Index (ODI) value; and surgical characteristics. RESULTS Of 119 patients who met the inclusion criteria, 93 (78%) were women, and mean ± standard deviation age was 59 ± 13. Sixty patients (50%) reported preoperative opioid use, and 35 (29%) reported chronic opioid use. Preoperative opioid use was associated with higher odds of chronic use (adjusted odds ratio, 5.9; 95% confidence interval 1.6-21), as was preoperative pain duration of ≥4 years (adjusted odds ratio, 3.3; 95% confidence interval 1.1-9.8). Patient characteristics, surgical variables, ODI value, and SRS-22r score were not significantly associated with chronic postoperative opioid use. CONCLUSION Preoperative opioid use and duration of pain of ≥4 years were associated with higher odds of chronic opioid use after ASD surgery. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Kevin C Mo
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street, JHOC 5241, Baltimore, MD, 21287, USA
| | - Rahul Sachdev
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street, JHOC 5241, Baltimore, MD, 21287, USA
| | - Bo Zhang
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street, JHOC 5241, Baltimore, MD, 21287, USA
| | - Amar Vadhera
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street, JHOC 5241, Baltimore, MD, 21287, USA
| | - Mark Ren
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street, JHOC 5241, Baltimore, MD, 21287, USA
| | - Nicholas S Andrade
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street, JHOC 5241, Baltimore, MD, 21287, USA
| | - Khaled M Kebaish
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street, JHOC 5241, Baltimore, MD, 21287, USA
| | - Richard L Skolasky
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street, JHOC 5241, Baltimore, MD, 21287, USA
| | - Brian J Neuman
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 North Caroline Street, JHOC 5241, Baltimore, MD, 21287, USA.
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Terai H, Tamai K, Kaneda K, Omine T, Katsuda H, Shimada N, Kobayashi Y, Nakamura H. Postoperative Physical Therapy Program Focused on Low Back Pain Can Improve Treatment Satisfaction after Minimally Invasive Lumbar Decompression. J Clin Med 2022; 11:jcm11195566. [PMID: 36233429 PMCID: PMC9571260 DOI: 10.3390/jcm11195566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 09/16/2022] [Accepted: 09/20/2022] [Indexed: 11/28/2022] Open
Abstract
Patient satisfaction is crucial in pay-for-performance initiatives. To achieve further improvement in satisfaction, modifiable factors should be identified according to the surgery type. Using a prospective cohort, we compared the overall treatment satisfaction after microendoscopic lumbar decompression between patients treated postoperatively with a conventional physical therapy (PT) program (control; n = 100) and those treated with a PT program focused on low back pain (LBP) improvement (test; n = 100). Both programs included 40 min outpatient sessions, once per week for 3 months postoperatively. Adequate compliance was achieved in 92 and 84 patients in the control and test cohorts, respectively. There were no significant differences in background factors; however, the patient-reported pain score at 3 months postoperatively was significantly better, and treatment satisfaction was significantly higher in the test than in the control cohort (−0.02 ± 0.02 vs. −0.03 ± 0.03, p = 0.029; 70.2% vs. 55.4%, p = 0.045, respectively). In the multivariate logistic regression analysis, patients treated with the LBP program tended to be more satisfied than those treated with the conventional program, independent of age, sex, and diagnosis (adjusted odds ratio = 2.34, p = 0.012). Postoperative management with the LBP program could reduce pain more effectively and aid spine surgeons in achieving higher overall satisfaction after minimally invasive lumbar decompression, without additional pharmacological therapy.
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Affiliation(s)
- Hidetomi Terai
- Department of Orthopaedic Surgery, Osaka Metropolitan University Graduate School of Medicine, Osaka 545-8585, Japan
| | - Koji Tamai
- Department of Orthopaedic Surgery, Osaka Metropolitan University Graduate School of Medicine, Osaka 545-8585, Japan
- Correspondence: ; Tel.: +81-6-6645-3851
| | - Kunikazu Kaneda
- Department of Orthopaedic Surgery, Shimada Hospital, Osaka 583-0875, Japan
| | - Toshimitsu Omine
- Graduate School of Comprehensive Rehabilitation, Osaka Prefecture University, Osaka 583-8555, Japan
- Division of Physical Therapy, Department of Rehabilitation Sciences, Faculty of Allied Health Sciences, Kansai University of Welfare Sciences, Osaka 582-0026, Japan
| | - Hiroshi Katsuda
- Department of Orthopaedic Surgery, Shimada Hospital, Osaka 583-0875, Japan
| | - Nagakazu Shimada
- Department of Orthopaedic Surgery, Shimada Hospital, Osaka 583-0875, Japan
| | - Yuto Kobayashi
- Department of Orthopaedic Surgery, Osaka Metropolitan University Graduate School of Medicine, Osaka 545-8585, Japan
- Department of Orthopaedic Surgery, Shimada Hospital, Osaka 583-0875, Japan
| | - Hiroaki Nakamura
- Department of Orthopaedic Surgery, Osaka Metropolitan University Graduate School of Medicine, Osaka 545-8585, Japan
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Forrester DA, Miner H, Shirazi C, Kavadi N. Liposomal bupivacaine in posterior spine surgery: A piece of the puzzle for postoperative pain. J Orthop 2022; 33:55-59. [PMID: 35864926 PMCID: PMC9293726 DOI: 10.1016/j.jor.2022.07.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 06/05/2022] [Accepted: 07/09/2022] [Indexed: 11/25/2022] Open
Abstract
Background Liposomal bupivacaine (LB) is a local analgesic that may be used at the time of surgery to limit postoperative pain around the surgical site. Its efficacy in decreasing pain, decreasing narcotic consumption, decreasing length of stay, and improving mobility is an area of intense research. The purpose of this study was to determine whether LB use was associated with improved patient-reported pain scores in the first 72 h following posterior spinal surgery, decreased postoperative narcotic need, and decreased length of stay. Methods One hundred and five patients undergoing elective posterior cervical or lumbar surgery were included in retrospective analysis. Forty-eight patients who received LB intraoperatively were compared with a historical cohort of 56 patients who underwent similar procedures and did not receive postsurgical infiltration with local analgesia. The same pain medication protocol was utilized postoperatively. Results Demographics, clinical characteristics, and total morphine milligram equivalents did not differ significantly between the groups. The treatment group averaged a decreased length of stay (1.85 days treatment, 2.68 days control, p = 0.057). Treatment with LB was associated with lower pain levels at 24 h (5.2 treatment, 6.4 control, p = 0.04) and 48-72 h (4.9 treatment, 6.6 control, p = 0.007) after surgery. Conclusions LB improved patient perception of pain in the acute postoperative time period.Intraoperative LB injection, coupled with focused early mobilization efforts and multimodal pain control, may lead to improved patient-reported outcomes, shorter length of stay, and decreased risk of perioperative complications.
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Affiliation(s)
- D. Alex Forrester
- Department of Orthopedic Surgery and Rehabilitation, Oklahoma University Health Sciences Center, 800 Stanton L Young Boulevard, Oklahoma City, OK, 73117, USA
| | - Harrison Miner
- Department of Orthopedic Surgery and Rehabilitation, Oklahoma University Health Sciences Center, 800 Stanton L Young Boulevard, Oklahoma City, OK, 73117, USA
| | - Cameron Shirazi
- Department of Orthopedic Surgery and Rehabilitation, Oklahoma University Health Sciences Center, 800 Stanton L Young Boulevard, Oklahoma City, OK, 73117, USA
| | - Niranjan Kavadi
- Department of Orthopedic Surgery and Rehabilitation, Oklahoma University Health Sciences Center, 800 Stanton L Young Boulevard, Oklahoma City, OK, 73117, USA
- Department of Orthopedic Surgery, Oklahoma City Veterans Affairs Health Care System, 921 NE 13th Street, Oklahoma City, OK, 73104, USA
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Levy HA, Karamian BA, Larwa J, Henstenburg J, Canseco JA, Haislup B, Chang M, Patel P, Woods BI, Hilibrand AS, Kepler CK, Vaccaro AR, Schroeder GD. Is Patient Geography a Risk Factor for Chronic Opioid Use After ACDF? Am J Med Qual 2022; 37:464-471. [PMID: 35951341 DOI: 10.1097/jmq.0000000000000077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
The social and medical implications intrinsic to patient zip codes with high opioid fatality may reveal residence in these locations to be a risk factor predicting chronic opioid use after anterior cervical discectomy and fusion (ACDF). The purpose of this study is to determine if residence in Pennsylvania zip codes with high incidence of opioid overdose deaths is a risk factor for chronic postoperative opioid use after ACDF. Preoperative opioid usage did not vary meaningfully between high- and low-risk zip code groups. Patients in high-risk opioid overdose zip codes were significantly more likely to exhibit chronic postoperative opioid use. The Kaplan-Meier curve demonstrated that opioid discontinuation was less probable at any postoperative time for patients residing in high opioid fatality zip codes. Logistic regression found opioid tolerance, smoking, and depression to predict extended opioid use.
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Affiliation(s)
- Hannah A Levy
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA
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Uppal HS, Rozenfeld SI, Hetzel S, Hesselbach KN, Ludwig T, Bice M, Williams SK. Utilizing previous patient opioid experiences for pain plan implementation: Role of opioid use categorization on inpatient and outpatient opioid use, length of stay, pain scores, and clinic resource utilization following elective spine surgery. NORTH AMERICAN SPINE SOCIETY JOURNAL (NASSJ) 2022; 11:100139. [PMID: 35846345 PMCID: PMC9278079 DOI: 10.1016/j.xnsj.2022.100139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/03/2022] [Revised: 06/13/2022] [Accepted: 06/14/2022] [Indexed: 12/01/2022]
Abstract
Background A Pain Plan was formulated for all patients undergoing elective spine surgery at our institution. It was based on prior opioid experiences and developed collaboratively between the patient and the surgeon at a preoperative clinic visit. Category 1 patients had no previous opioid experience, Category 2 patients had remote previous opioid experience with acceptable pain control and no side effects, Category 3 patients had remote previous opioid experience with unacceptable pain control and/or side effects, and Category 4 patients had opioid use leading up to surgery. Methods This is a retrospective cohort study comparing adult patients within four different pain plan categories over one year (n = 313) to determine if categorization is predictive. Demographic data collected included age, gender, ASA class, BMI, smoking status, insurance status, substance abuse, and comorbid psychiatric diagnoses. Demographic factors between categories were compared and controlled for as covariates within analyses. Outcomes measures comprised self-reported pain scores and functional measurements, including inpatient opioid use, outpatient opioid prescription quantities, and postoperative healthcare utilization. Results Inpatient and outpatient opioid use were statistically significant amongst the categories, with prescription quantities greatest in Category 4, followed by Categories 2, 3, and 1, respectively. There was no difference in LOS or complexity of communication encounters amongst any of the groups. Patient-reported pain scores showed statistically significant differences and followed the same trend as opioid quantities, 4, 2, 3, and 1. The number of communication encounters was significant exclusively for Category 3 vs. 4. Conclusions The use of categorization in Pain Plan formation has been a helpful tool for postoperative pain management at our institution. Categorization is predictive of pain scores and opioid use after surgery, allowing the surgical team to tailor their care and counseling towards individual patients. In addition, the plan's collaborative nature enables patients to be involved in their pain management decisions while also setting limits and expectations.
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Affiliation(s)
- Harjot Singh Uppal
- University of Wisconsin School of Medicine and Public Health, Madison, Highland Avenue, Madison, WI 53726, USA
| | - Sydney Ilana Rozenfeld
- University of Wisconsin School of Medicine and Public Health, Madison, Highland Avenue, Madison, WI 53726, USA
| | - Scott Hetzel
- Biostatistics and Medical Informatics Department, University of Wisconsin-Madison, Walnut Street, Madison, WI 53726, USA
| | | | | | - Miranda Bice
- Department of Orthopedics and Rehabilitation, University of Wisconsin – Madison, Highland Avenue, Madison, WI 53726, USA
| | - Seth K Williams
- Department of Orthopedics and Rehabilitation, University of Wisconsin – Madison, Highland Avenue, Madison, WI 53726, USA
- Corresponding author at: Department of Orthopedics and Rehabilitation, University of Wisconsin – Madison, 600 Highland Avenue, Madison, WI 53726, USA.
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Yang DS, Lemme NJ, Glasser J, Daniels AH, Antoci V. The Effect of Early versus Late Manipulation Under Anesthesia on Opioid Use, Surgical Complications, and Revision Following Total Knee Arthroplasty. J Knee Surg 2022. [PMID: 35817059 DOI: 10.1055/s-0042-1749607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Previous studies of early versus late manipulation under anesthesia (MUA) do not report on postoperative opioid utilization or revisions and focused on small single-institution retrospective cohorts. The PearlDiver Research Program (www.pearldiverinc.com), which uses an all-inclusive insurance database, was used to identify patients undergoing primary total knee arthroplasty (TKA) who received (1) late MUA (>12 weeks), (2) early MUA (≤12 weeks), or (3) TKA only. To develop the control group cohort of TKA-only patients, 3:1 matching was conducted using 11 risk factor variables deemed significant by chi-squared analysis. Complications and opioid utilization were compared through multivariate regression analysis, controlling for age, gender, and Charlson Comorbidity Index. The risk of TKA revision was assessed through Cox-proportional hazards modeling and Kaplan-Meier survival analysis with log-rank test. Between 2011 and 2017, 2,062 TKA patients with early MUA, 1,112 TKA patients with late MUA, and a control cohort of 8,327 TKA-only patients were identified in the database. The percent of patients registering opioid use decreased from 54.6% 1 month pre-MUA to 4.6% (p < 0.0001) 1 month post-MUA following early MUA, whereas only from 32.6 to 10.4% (p < 0.0001) following late MUA. Late MUA was associated with higher risk of repeat MUA at 6 months (adjusted odds ratio [aOR] = 2.74, p < 0.0001), 1 year (aOR = 2.66, p < 0.0001), and 2 years (aOR = 2.63, p < 0.0001) following index MUA. Hazards modeling and survival analysis showed increased risk of TKA revision following late MUA (adjusted hazard ratio [aHR] = 3.50, 95% confidence interval [CI]: 2.77-4.43, p < 0.0001) compared to early MUA (aHR = 2.15, 95% CI: 1.72-2.70, p < 0.0001), with significant differences in survival to revision curves (p < 0.0001). When compared to early MUA at 1 year, late MUA was associated with a significantly increased risk of prosthesis explantation (aOR = 2.89, p = 0.0026 vs. aOR = 0.93, p = 0.8563). MUA within 12 weeks after index TKA had improved pain resolution and significant curtailing of opioid use. Furthermore, late MUA was associated with prolonged opioid use, increased risks of revision, as well as prosthesis explantation, supporting screening and early intervention in cases of slow progression and stiffness. The level of evidence of this study is III.
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Affiliation(s)
- Daniel S Yang
- Warren Alpert Medical School of Brown University, Providence, Rhode Island
| | - Nicholas J Lemme
- Department of Orthopaedic Surgery, Warren Alpert Medical School of Brown University, Providence, Rhode Island
| | - Jillian Glasser
- Department of Orthopaedic Surgery, Warren Alpert Medical School of Brown University, Providence, Rhode Island
| | - Alan H Daniels
- Department of Orthopaedic Surgery, Warren Alpert Medical School of Brown University, Providence, Rhode Island
| | - Valentin Antoci
- Department of Orthopaedic Surgery, Warren Alpert Medical School of Brown University, Providence, Rhode Island
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Inclan P, CreveCoeur TS, Bess S, Gum JL, Line BG, Lenke LG, Kelly MP. SRS-22r question 11 is a valid opioid screen and stratifies opioid consumption. Spine Deform 2022; 10:913-917. [PMID: 35088385 DOI: 10.1007/s43390-022-00473-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Accepted: 01/08/2022] [Indexed: 11/25/2022]
Abstract
PURPOSE To validate the Scoliosis Research Society-22r (SRS-22r) question 11 (Q11) response as a measure to assess and quantify opioid consumption. METHODS A post hoc analysis of a prospective study regarding opioid use during ASD surgery was performed. Data were collected at enrollment and 2-year follow-up including the SRS-22r and a standardized data collection form (CRF) for self-reported opioid consumption. Responses to Q11 of the SS-22r were compared with responses to the opioid consumption CRF (as measured by morphine equivalent dose (MED)). Inter-rater agreement was calculated. Sensitivity and specificity for the Q11 (+) responses were calculated using MED reports as the "true" value. RESULTS Cohen's kappa indicated almost perfect agreement between the MED CRF and Q11 (k = 0.878, p < 0.001). Mean daily MED consumption for patients reporting "Daily Narcotic" use was 62.0 (Median: 38.7, SD 87.5) mg; for patients reporting "Narcotics weekly or less", mean daily MED consumption was 21.6 (15.0, 29.0) mg. The positive Q11 responses were 96% sensitive and 92% specific for opioid users. CONCLUSION SRS-22r Q11 exhibits almost perfect agreement with an independent questionnaire designed to assess opioid consumption in this cohort. "Daily narcotic" users report nearly three times the mean daily MED of "Weekly or less" users (62.0 ± 87.5 mg vs 21.6 ± 29 mg, p = 0.037). Q11 exhibited excellent sensitivity and specificity for determining opioid users and non-users. Given the need for opioid research in ASD, Q11 may be useful to use existing registries and observational cohorts to design more definitive studies regarding opioid consumption. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Paul Inclan
- Department of Orthopedic Surgery, Washington University School of Medicine, 660 Euclid Avenue, St. Louis, MO, 63110, USA
| | - Travis S CreveCoeur
- Department of Neurological Surgery, Neurological Institute of New York, Columbia University College of Physicians and Surgeons, New York, NY, USA
| | - Shay Bess
- Denver International Spine Center, Presbyterian St. Luke's/Rocky Mountain Hospital for Children, Denver, CO, USA
| | | | - Breton G Line
- Denver International Spine Center, Presbyterian St. Luke's/Rocky Mountain Hospital for Children, Denver, CO, USA
| | - Lawrence G Lenke
- Department of Orthopaedic Surgery, Columbia University College of Physicians and Surgeons, The Spine Hospital at New York Presbyterian, New York, NY, USA
| | - Michael P Kelly
- Rady Children's Hospital, University of California, San Diego, San Diego, CA, USA.
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Strategies aimed at preventing long-term opioid use in trauma and orthopaedic surgery: a scoping review. BMC Musculoskelet Disord 2022; 23:238. [PMID: 35277150 PMCID: PMC8917706 DOI: 10.1186/s12891-022-05044-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2021] [Accepted: 01/18/2022] [Indexed: 12/12/2022] Open
Abstract
Abstract
Background
Long-term opioid use, which may have significant individual and societal impacts, has been documented in up to 20% of patients after trauma or orthopaedic surgery. The objectives of this scoping review were to systematically map the research on strategies aiming to prevent chronic opioid use in these populations and to identify knowledge gaps in this area.
Methods
This scoping review is reported according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews (PRISMA-ScR) Checklist. We searched seven databases and websites of relevant organizations. Selected studies and guidelines were published between January 2008 and September 2021. Preventive strategies were categorized as: system-based, pharmacological, educational, multimodal, and others. We summarized findings using measures of central tendency and frequency along with p-values. We also reported the level of evidence and the strength of recommendations presented in clinical guidelines.
Results
A total of 391 studies met the inclusion criteria after initial screening from which 66 studies and 20 guidelines were selected. Studies mainly focused on orthopaedic surgery (62,1%), trauma (30.3%) and spine surgery (7.6%). Among system-based strategies, hospital-based individualized opioid tapering protocols, and regulation initiatives limiting the prescription of opioids were associated with statistically significant decreases in morphine equivalent doses (MEDs) at 1 to 3 months following trauma and orthopaedic surgery. Among pharmacological strategies, only the use of non-steroidal anti-inflammatory drugs and beta blockers led to a significant reduction in MEDs up to 12 months after orthopaedic surgery. Most studies on educational strategies, multimodal strategies and psychological strategies were associated with significant reductions in MEDs beyond 1 month. The majority of recommendations from clinical practice guidelines were of low level of evidence.
Conclusions
This scoping review advances knowledge on existing strategies to prevent long-term opioid use in trauma and orthopaedic surgery patients. We observed that system-based, educational, multimodal and psychological strategies are the most promising. Future research should focus on determining which strategies should be implemented particularly in trauma patients at high risk for long-term use, testing those that can promote a judicious prescription of opioids while preventing an illicit use, and evaluating their effects on relevant patient-reported and social outcomes.
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Nunna RS, Khalid S, Chiu RG, Parola R, Fessler RG, Adogwa O, Mehta AI. Anterior vs Posterior Approach in Multilevel Cervical Spondylotic Myelopathy: A Nationwide Propensity-Matched Analysis of Complications, Outcomes, and Narcotic Use. Int J Spine Surg 2022; 16:88-94. [PMID: 35314510 PMCID: PMC9519084 DOI: 10.14444/8198] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2023] Open
Abstract
BACKGROUND There is unclear evidence regarding the optimal surgical approach for multilevel cervical spondylotic myelopathy (CSM). The objective of this study was to compare complications, outcomes, and narcotic use in anterior discectomy and fusion (ACDF) vs posterior decompression and fusion (PCDF) in CSM patients. STUDY DESIGN Registry-based retrospective cohort analysis. METHODS Patients undergoing 3-level ACDF or PCDF for CSM between 2007 and 2017 were identified from the Humana Claims Database using relevant procedure codes. Propensity score-matched groups were compared in regards to complications, outcomes, and narcotic use. RESULTS Propensity score matching generated equal cohorts of 6124 patients. The posterior fusion group had a higher rate of urinary tract infection (OR 2.47, P < 0.0001), deep vein thrombosis (OR 1.90, P < 0.0001), and pulmonary embolism (OR 1.75, P < 0.0001). In regards to 30-day outcomes, the posterior approach demonstrated higher rates of stroke (OR 1.68, P < 0.0001), wound dehiscence (OR 5.59, P < 0.0001), Surgical site infection (SSI) (OR 4.76, P < 0.0001), wound revision surgery (OR 3.02, P < 0.0001), and all-cause readmission (OR 2.01, P < 0.0001). One-year outcomes revealed higher rates of pseudarthrosis (4.7% vs 2.0%, OR 2.43, P < 0.0001) and revision or extension surgery (OR 2.33, P < 0.0001) in the posterior fusion cohort. These patients also demonstrated significantly higher mean morphine milligram equivalent used at 30 days (OR 1.19, P < 0.0001), as well as 60 (OR 1.20, P < 0.0001), 90 (OR 1.21, P < 0.0001), and 120 (OR 1.21, P < 0.0001) days. CONCLUSIONS This nationwide propensity-matched analysis of multilevel CSM patients found the posterior approach to be associated with increased rates of inpatient complications, wound complications, 30-day readmission, 1-year pseudarthrosis, and 1-year revision or extension surgery. These patients also demonstrated higher levels of narcotic use up to 120 days after surgery. CLINICAL RELEVANCE The posterior approach for treatment of CSM may be associated with increased rates of short- and long-term complications in addition to increased narcotic consumption in comparison to the anterior approach.
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Affiliation(s)
- Ravi S Nunna
- Department of Neurosurgery, Swedish Medical Center, Seattle, WA, USA
| | - Syed Khalid
- Department of Surgery, Rush University Medical Center, Chicago, IL, USA
| | - Ryan G Chiu
- Department of Neurosurgery, University of Illinois-Chicago Medical Center, Chicago, IL, USA
| | - Rown Parola
- Department of Neurosurgery, University of Illinois-Chicago Medical Center, Chicago, IL, USA
| | - Richard G Fessler
- Department of Neurosurgery, Rush University Medical Center, Chicago, IL, USA
| | - Owoicho Adogwa
- Department of Neurosurgery, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Ankit I Mehta
- Department of Neurosurgery, University of Illinois-Chicago Medical Center, Chicago, IL, USA
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Claus CF, Lytle E, Lawless M, Tong D, Sigler D, Garmo L, Slavnic D, Jasinski J, McCabe RW, Kaufmann A, Anton G, Yoon E, Alsalahi A, Kado K, Bono P, Carr DA, Kelkar P, Houseman C, Richards B, Soo TM. The effect of ketorolac on posterior minimally invasive transforaminal lumbar interbody fusion: an interim analysis from a randomized, double-blinded, placebo-controlled trial. Spine J 2022; 22:8-18. [PMID: 34506986 DOI: 10.1016/j.spinee.2021.08.011] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 08/25/2021] [Accepted: 08/30/2021] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Postoperative pain control following posterior lumbar fusion continues to be challenging and often requires high doses of opioids for pain relief. The use of ketorolac in spinal fusion is limited due to the risk of pseudarthrosis. However, recent literature suggests it may not affect fusion rates with short-term use and low doses. PURPOSE We sought to demonstrate noninferiority regarding fusion rates in patients who received ketorolac after undergoing minimally invasive (MIS) posterior lumbar interbody fusion. Additionally, we sought to demonstrate ketorolac's opioid-sparing effect on analgesia in the immediate postoperative period. STUDY DESIGN/SETTING This is a prospective, randomized, double-blinded, placebo-controlled trial. We are reporting our interim analysis. PATIENT SAMPLE Adults with degenerative spinal conditions eligible to undergo a one to three-level MIS transforaminal lumbar interbody fusion (TLIF). OUTCOME MEASURES Six-month and 1-year radiographic fusion as determined by Suk criteria, postoperative opioid consumption as measured by intravenous milligram morphine equivalent, length of stay, and drug-related complications. Self-reported and functional measures include validated visual analog scale, short-form 12, and Oswestry Disability Index. METHODS A double-blinded, randomized placebo-controlled, noninferiority trial of patients undergoing 1- to 3-level MIS TLIF was performed with bone morphogenetic protein (BMP). Patients were randomized to receive a 48-hour scheduled treatment of either intravenous ketorolac (15 mg every 6 hours) or saline in addition to a standardized pain regimen. The primary outcome was fusion. Secondary outcomes included 48-hour and total postoperative opioid use demonstrated as milligram morphine equivalence, pain scores, length of stay (LOS), and quality-of-life outcomes. Univariate analyses were performed. The present study provides results from a planned interim analysis. RESULTS Two hundred and forty-six patients were analyzed per protocol. Patient characteristics were comparable between the groups. There was no significant difference in 1-year fusion rates between the two treatments (p=.53). The difference in proportion of solid fusion between the ketorolac and placebo groups did not reach inferiority (p=.072, 95% confidence interval, -.07 to .21). There was a significant reduction in total/48-hour mean opioid consumption (p<.001) and LOS (p=.001) for the ketorolac group while demonstrating equivalent mean pain scores in 48 hours postoperative (p=.20). There was no significant difference in rates of perioperative complications. CONCLUSIONS Short-term use of low-dose ketorolac in patients who have undergone MIS TLIF with BMP demonstrated noninferior fusion rates. Ketorolac safely demonstrated a significant reduction in postoperative opioid use and LOS while maintaining equivalent postoperative pain control.
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Affiliation(s)
- Chad F Claus
- Division of Neurosurgery, Ascension Providence Hospital, Michigan State University, College of Human Medicine, Southfield, MI, USA.
| | - Evan Lytle
- Division of Neurosurgery, Ascension Providence Hospital, Michigan State University, College of Human Medicine, Southfield, MI, USA
| | - Michael Lawless
- Division of Neurosurgery, Ascension Providence Hospital, Michigan State University, College of Human Medicine, Southfield, MI, USA
| | - Doris Tong
- Division of Neurosurgery, Ascension Providence Hospital, Michigan State University, College of Human Medicine, Southfield, MI, USA
| | - Diana Sigler
- Department of Pharmacy, Ascension Providence Hospital, Southfield, MI, USA
| | - Lucas Garmo
- Division of Neurosurgery, Ascension Providence Hospital, Michigan State University, College of Human Medicine, Southfield, MI, USA
| | - Dejan Slavnic
- Division of Neurosurgery, Ascension Providence Hospital, Michigan State University, College of Human Medicine, Southfield, MI, USA
| | - Jacob Jasinski
- Division of Neurosurgery, Ascension Providence Hospital, Michigan State University, College of Human Medicine, Southfield, MI, USA
| | - Robert W McCabe
- Division of Neurosurgery, Ascension Providence Hospital, Michigan State University, College of Human Medicine, Southfield, MI, USA
| | - Ascher Kaufmann
- Division of Neurosurgery, Ascension Providence Hospital, Michigan State University, College of Human Medicine, Southfield, MI, USA
| | - Gustavo Anton
- Division of Neurosurgery, Ascension Providence Hospital, Michigan State University, College of Human Medicine, Southfield, MI, USA
| | - Elise Yoon
- Division of Neurosurgery, Ascension Providence Hospital, Michigan State University, College of Human Medicine, Southfield, MI, USA
| | - Ammar Alsalahi
- Division of Neurosurgery, Ascension Providence Hospital, Michigan State University, College of Human Medicine, Southfield, MI, USA
| | - Karl Kado
- Division of Neuroradiology, Department of Radiology, Ascension Providence Hospital, Michigan State University, College of Human Medicine, Southfield, MI, USA
| | - Peter Bono
- Division of Neurosurgery, Ascension Providence Hospital, Michigan State University, College of Human Medicine, Southfield, MI, USA
| | - Daniel A Carr
- Division of Neurosurgery, Ascension Providence Hospital, Michigan State University, College of Human Medicine, Southfield, MI, USA
| | - Prashant Kelkar
- Division of Neurosurgery, Ascension Providence Hospital, Michigan State University, College of Human Medicine, Southfield, MI, USA
| | - Clifford Houseman
- Division of Neurosurgery, Ascension Providence Hospital, Michigan State University, College of Human Medicine, Southfield, MI, USA
| | - Boyd Richards
- Division of Neurosurgery, Ascension Providence Hospital, Michigan State University, College of Human Medicine, Southfield, MI, USA
| | - Teck M Soo
- Division of Neurosurgery, Ascension Providence Hospital, Michigan State University, College of Human Medicine, Southfield, MI, USA
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Mohan S, Lynch CP, Cha EDK, Jacob KC, Patel MR, Geoghegan CE, Prabhu MC, Vanjani NN, Pawlowski H, Singh K. Baseline Risk Factors for Prolonged Opioid Use Following Spine Surgery: Systematic Review and Meta-Analysis. World Neurosurg 2021; 159:179-188.e2. [PMID: 34971835 DOI: 10.1016/j.wneu.2021.12.086] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 12/20/2021] [Accepted: 12/21/2021] [Indexed: 11/16/2022]
Abstract
OBJECTIVE To conduct a comprehensive systematic review and meta-analysis of current retrospective cohort studies to identify significant preoperative risk factors for prolonged postoperative opioid use following spine surgery. METHODS Studies were identified according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) through a search of the PubMed, Google Scholar, Scopus, Cochrane databases. Unique articles were screened by two independent reviewers. Primary research articles reporting odds ratios (OR) of risk factors for prolonged opioid use as following spine surgery were included. Prolonged opioid use was defined as continued use ≥ 3 months following surgery, and study quality was evaluated using the Newcastle-Ottawa Scale (NOS). Random effects meta-analysis was performed to calculate pooled OR and confidence intervals. RESULTS 648 studies were returned upon initial search. Following duplicate removal, 492 titles and abstracts were screened. After full-text review of 68 studies, 19 final studies including 168,961 patients were eligible for meta-analysis. NOS scores ranged from 6-9. Seventeen risk factors for long-term opioid use were assessed by meta-analysis. Preoperative opioid use, depression, depression and/or anxiety, drug abuse or dependency, female gender, fibromyalgia, lower back pain, tobacco use, and chronic pulmonary disease were found to be statistically significant risk factors for prolonged opioid use. CONCLUSION These results suggest that several patient-level factors may play a role in the tendency to persistently utilize opioids following spine surgery. By preoperatively identifying these characteristics, clinicians may be better able to identify patients that are at-risk and employ methods to mitigate potential long-term opioid use.
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Affiliation(s)
- Shruthi Mohan
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612
| | - Conor P Lynch
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612
| | - Elliot D K Cha
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612
| | - Kevin C Jacob
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612
| | - Madhav R Patel
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612
| | - Cara E Geoghegan
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612
| | - Michael C Prabhu
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612
| | - Nisheka N Vanjani
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612
| | - Hanna Pawlowski
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612
| | - Kern Singh
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612.
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Berardino K, Carroll AH, Kaneb A, Civilette MD, Sherman WF, Kaye AD. An Update on Postoperative Opioid Use and Alternative Pain Control Following Spine Surgery. Orthop Rev (Pavia) 2021; 13:24978. [PMID: 34745473 DOI: 10.52965/001c.24978] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2021] [Accepted: 06/19/2021] [Indexed: 11/06/2022] Open
Abstract
Opioids are commonly prescribed postoperatively for pain control, especially in spine surgery. Not only does this pose concerns for potential abuse, but it also has been shown to worsen certain outcomes. Risk factors for increased use include preoperative opioid use, female sex, psychiatric diagnoses, and drug and alcohol use. Over the past few decades, there have been increasing efforts mostly spearheaded by governmental agencies to decrease postoperative opioid use via opioid prescription limitation laws regulating the number of days and amounts of analgesics prescribed and promotion of the use of enhanced recovery after surgery (ERAS) protocols, multimodal pain regimens, epidural catheters, and ultrasound-guided peripheral nerve blocks. These strategies collectively have been efficacious in decreasing overall opioid use and better controlling patients' postoperative pain while simultaneously improving other outcomes such as postoperative nausea, vomiting, and length of stay. With an aging population undergoing an increasing number of spinal surgeries each year, it is now more important than ever to continue these efforts to improve the quality and safety of pain control methods after spinal surgery and limit the transition of acute management to the development of opioid dependence and addiction long-term.
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Affiliation(s)
| | | | - Alicia Kaneb
- Georgetown University School of Medicine, Washington D.C
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Uhrbrand P, Helmig P, Haroutounian S, Vistisen ST, Nikolajsen L. Persistent Opioid Use After Spine Surgery: A Prospective Cohort Study. Spine (Phila Pa 1976) 2021; 46:1428-1435. [PMID: 34559754 DOI: 10.1097/brs.0000000000004039] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Single-center, investigator-initiated, prospective cohort study. OBJECTIVE This study aimed to determine patient-reported reasons for persistent opioid use following elective spine surgery, assess the frequency of withdrawal symptoms, and characterize pain-related care sought after discharge. SUMMARY OF BACKGROUND DATA Patients are often prescribed opioids at discharge from hospital following surgery. Several studies have shown that a large number of patients fail to discontinue opioid treatment and use opioids even months to years after surgery. Spine surgery has proven to be a high-risk procedure in regard to persistent opioid use. There is, however, limited evidence on why patients continue to take opioids. METHODS Three hundred patients, scheduled to undergo spine surgery at Aarhus University Hospital, Denmark, were included. Baseline characteristics and discharge data on opioid consumption were collected. Data on opioid consumption, patient-reported reasons for opioid use, withdrawal symptoms, and pain-related care sought were collected at 3- and 6-month follow-up via a REDCap survey. RESULTS Before surgery, opioid use was reported in 53% of patients. Three months after surgery, opioid use was reported in 60% of preoperative opioid-users and in 9% of preoperative opioid non-users. Patients reported the following reasons for postoperative opioid use: treatment of surgery-related pain (53%), treatment of surgery-related pain combined with other reasons (37%), and reasons not related to spine surgery (10%). Withdrawal symptoms were experienced by 33% of patients during the first 3 months after surgery and were associated with failure to discontinue opioid treatment (P < 0.001). Half of patients (52%) contacted health care after discharge with pain-related topics the first 3 months. CONCLUSION Patients use opioids after spine surgery for reasons other than surgery-related pain. Withdrawal symptoms are frequent even though patients are given tapering plans at discharge. Further studies should address how to facilitate successful and safe opioid tapering in patients undergoing spine surgery.Level of Evidence: 3.
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Affiliation(s)
- Peter Uhrbrand
- Department of Anesthesiology and Intensive Care, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Peter Helmig
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Orthopedic Surgery, Aarhus University Hospital, Aarhus, Denmark
| | | | - Simon Tilma Vistisen
- Department of Anesthesiology and Intensive Care, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Lone Nikolajsen
- Department of Anesthesiology and Intensive Care, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
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Wang MC, Harrop JS, Bisson EF, Dhall S, Dimar J, Mohamed B, Mummaneni PV, Hoh DJ. Congress of Neurological Surgeons Systematic Review and Evidence-Based Guidelines for Perioperative Spine: Preoperative Opioid Evaluation. Neurosurgery 2021; 89:S1-S8. [PMID: 34490881 DOI: 10.1093/neuros/nyab315] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Accepted: 07/02/2021] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Opioid use disorders in the United States have rapidly increased, yet little is known about the relationship between preoperative opioid duration and dose and patient outcomes after spine surgery. Likewise, the utility of preoperative opioid weaning is poorly understood. OBJECTIVE The purpose of this evidence-based clinical practice guideline is to determine if duration and dose of preoperative opioids or preoperative opioid weaning is associated with patient-reported outcomes or adverse events after elective spine surgery for degenerative conditions. METHODS A systematic review of the literature was performed using the National Library of Medicine/PubMed database and Embase for studies relevant to opioid use among adult patients undergoing spine surgery. Clinical studies evaluating preoperative duration, dose, and opioid weaning and outcomes were selected for review. RESULTS A total of 41 of 845 studies met the inclusion criteria and none were Level I evidence. The use of any opioids before surgery was associated with longer postoperative opioid use, and longer duration of opioid use was associated with worse outcomes, such as higher complications, longer length of stay, higher costs, and increased utilization of resources. There is insufficient evidence to support the efficacy of opioid weaning on postoperative opioid use, improving outcome, or reducing adverse events after spine surgery. CONCLUSION This evidence-based clinical guideline provides Grade B recommendations that preoperative opioid use and longer duration of preoperative opioid use are associated with chronic postoperative opioid use and worse outcome after spine surgery. Insufficient evidence supports the efficacy of an opioid wean before spine surgery (Grade I).The full guidelines can be accessed at https://www.cns.org/guidelines/browse-guidelines-detail/1-preoperative-opioid-evaluation.
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Affiliation(s)
- Marjorie C Wang
- Department of Neurosurgery, Medical College of Wisconsin, Wauwatosa, Wisconsin, USA
| | - James S Harrop
- Department of Neurological Surgery and Department of Orthopedic Surgery, Thomas Jefferson University, Division of Spine and Peripheral Nerve Surgery, Delaware Valley SCI Center, Philadelphia, Pennsylvania, USA
| | - Erica F Bisson
- Clinical Neurosciences Center, University of Utah Health, Salt Lake City, Utah, USA
| | - Sanjay Dhall
- Department of Neurosurgery, University of California San Francisco, San Francisco, California, USA
| | - John Dimar
- Department of Orthopedics, University of Louisville, Pediatric Orthopedics, Norton Children's Hospital, Norton Leatherman Spine Center, Louisville, Kentucky, USA
| | - Basma Mohamed
- Department of Anesthesiology, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Praveen V Mummaneni
- Department of Neurosurgery, University of California San Francisco, San Francisco, California, USA
| | - Daniel J Hoh
- Department of Neurosurgery, University of Florida College of Medicine, Gainesville, Florida, USA
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Nguyen AV, Ross E, Westra J, Huang N, Nguyen CY, Raji M, Lall R, Kuo YF. Opioid Utilization in Geriatric Patients After Operation for Degenerative Spine Disease. J Neurosurg Anesthesiol 2021; 33:315-322. [PMID: 32091468 PMCID: PMC7442665 DOI: 10.1097/ana.0000000000000682] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2019] [Accepted: 01/17/2020] [Indexed: 12/31/2022]
Abstract
BACKGROUND Few studies have investigated opioid utilization by geriatric patients after spinal surgery, a population in whom degenerative spine disease (DSD) is highly prevalent. We aimed to quantify rates of chronic, continuous opioid utilization by geriatric patients following spine surgery for DSD-related diagnoses. MATERIALS AND METHODS Utilizing a national 5% Medicare sample database, we investigated individuals aged above 66 years who underwent spinal surgery for a DSD-related diagnosis between the years of 2008 and 2014. The outcomes of interest were the rate of and risk factors for continuous opioid utilization at 1-year following anterior cervical discectomy and fusion, posterior cervical fusion, 360-degree cervical fusion, lumbar microdiscectomy, lumbar laminectomy, posterior lumbar fusion, anterior lumbar fusion, or 360-degree lumbar fusion for a DSD-related diagnosis. RESULTS Of the 14,583 Medicare enrollees who met study criteria, 6.0% continuously utilized opioids 1-year after spinal surgery. When stratified by preoperative opioid utilization (with the prior year divided into 4 quarters), the rates of continuous utilization at 1-year postsurgery were 0.3% of opioid-naive patients and 23.6% of patients with opioid use in all 4 quarters before surgery. Anxiety, benzodiazepine use within the year before surgery, and Medicaid dual-eligibility were associated with prolonged opioid utilization. CONCLUSIONS Of opioid-naive geriatric patients who underwent surgery for DSD, 0.3% developed chronic, continuous opioid use. Preoperative opioid use was the strongest predictor of prolonged utilization, which may represent suboptimal use of nonopioid alternatives, pre-existing opioid use disorders, delayed referral for surgical evaluation, or over-prescription of opioids for noncancer pain.
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Affiliation(s)
- Anthony V. Nguyen
- School of Medicine, The University of Texas Medical Branch, Galveston, TX, USA
| | - Evan Ross
- Department of Surgery, The University of Texas Medical Branch, Galveston, TX, USA
| | - Jordan Westra
- Preventive Medicine and Community Health, Office of Biostatistics, The University of Texas Medical Branch, Galveston, TX, USA
| | - Nicole Huang
- School of Medicine, The University of Texas Medical Branch, Galveston, TX, USA
| | - Christine Y. Nguyen
- School of Medicine, The University of Texas Medical Branch, Galveston, TX, USA
| | - Mukaila Raji
- Department of Internal Medicine, Division of Geriatrics, The University of Texas Medical Branch, Galveston, TX, USA
| | - Rishi Lall
- Department of Surgery, Division of Neurosurgery, The University of Texas Medical Branch, Galveston, TX, USA
| | - Yong-Fang Kuo
- Preventive Medicine and Community Health, Office of Biostatistics, The University of Texas Medical Branch, Galveston, TX, USA
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Jin MC, Ho AL, Feng AY, Zhang Y, Staartjes VE, Stienen MN, Han SS, Veeravagu A, Ratliff JK, Desai AM. Predictive modeling of long-term opioid and benzodiazepine use after intradural tumor resection. Spine J 2021; 21:1687-1699. [PMID: 33065272 DOI: 10.1016/j.spinee.2020.10.010] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Revised: 08/05/2020] [Accepted: 10/07/2020] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Despite increased awareness of the ongoing opioid epidemic, opioid and benzodiazepine use remain high after spine surgery. In particular, long-term co-prescription of opioids and benzodiazepines have been linked to high risk of overdose-associated death. Tumor patients represent a unique subset of spine surgery patients and few studies have attempted to develop predictive models to anticipate long-term opioid and benzodiazepine use after spinal tumor resection. METHODS The IBM Watson Health MarketScan Database and Medicare Supplement were assessed to identify admissions for intradural tumor resection between 2007 and 2015. Adult patients were required to have at least 6 months of continuous preadmission baseline data and 12 months of continuous postdischarge follow-up. Primary outcomes were long-term opioid and benzodiazepine use, defined as at least 6 prescriptions within 12 months. Secondary outcomes were durations of opioid and benzodiazepine prescribing. Logistic regression models, with and without regularization, were trained on an 80% training sample and validated on the withheld 20%. RESULTS A total of 1,942 patients were identified. The majority of tumors were extramedullary (74.8%) and benign (62.5%). A minority of patients received arthrodesis (9.2%) and most patients were discharged to home (79.1%). Factors associated with postdischarge opioid use duration include tumor malignancy (vs benign, B=19.8 prescribed-days/year, 95% confidence interval [CI] 1.1-38.5) and intramedullary compartment (vs extramedullary, B=18.1 prescribed-days/year, 95% CI 3.3-32.9). Pre- and perioperative use of prescribed nonsteroidal anti-inflammatory drugs and gabapentin/pregabalin were associated with shorter and longer duration opioid use, respectively. History of opioid and history of benzodiazepine use were both associated with increased postdischarge opioid and benzodiazepine use. Intramedullary location was associated with longer duration postdischarge benzodiazepine use (B=10.3 prescribed-days/year, 95% CI 1.5-19.1). Among assessed models, elastic net regularization demonstrated best predictive performance in the withheld validation cohort when assessing both long-term opioid use (area under curve [AUC]=0.748) and long-term benzodiazepine use (AUC=0.704). Applying our model to the validation set, patients scored as low-risk demonstrated a 4.8% and 2.4% risk of long-term opioid and benzodiazepine use, respectively, compared to 35.2% and 11.1% of high-risk patients. CONCLUSIONS We developed and validated a parsimonious, predictive model to anticipate long-term opioid and benzodiazepine use early after intradural tumor resection, providing physicians opportunities to consider alternative pain management strategies.
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Affiliation(s)
- Michael C Jin
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, United States
| | - Allen L Ho
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, United States
| | - Austin Y Feng
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, United States
| | - Yi Zhang
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, United States
| | - Victor E Staartjes
- Machine Intelligence in Clinical Neuroscience (MICN) Laboratory, Clinical Neuroscience Center, University Hospital Zurich, Switzerland; Department of Neurosurgery, University Hospital Zurich, Zurich, Switzerland
| | - Martin N Stienen
- Department of Neurosurgery, University Hospital Zurich, Zurich, Switzerland
| | - Summer S Han
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, United States
| | - Anand Veeravagu
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, United States
| | - John K Ratliff
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, United States
| | - Atman M Desai
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, United States.
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Chen CJ, Shah AA, Hsiue PP, Subhash AK, Lord EL, Park DY, Stavrakis AI. Acute Colonic Pseudo-Obstruction (Ogilvie Syndrome) After Primary Spinal Fusion: An Analysis of Outcomes and Risk Factors from 2005 to 2014. World Neurosurg 2021; 155:e612-e620. [PMID: 34481105 DOI: 10.1016/j.wneu.2021.08.110] [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: 06/19/2021] [Revised: 08/23/2021] [Accepted: 08/24/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND Ogilvie syndrome (OS) is a rare but serious condition seen in the postoperative period. This was an epidemiologic study using data from the National Inpatient Sample from 2005 to 2014 to look at incidence, risk factors, and outcomes associated with OS after primary spine fusion. METHODS International Classification of Diseases, Ninth Revision codes were used to identify patients who underwent spine fusion surgery. Patients were separated into 2 cohorts based on the diagnosis of OS. Outcome measures and risk factors for cohorts were analyzed using multivariate logistic regression and compared. RESULTS Over the 10-year study period, 3,884,395 patients underwent primary spine fusion surgery. Among these, 0.04% developed OS during the index hospitalization. The greatest incidence seen in primary fusion involved the thoracic spine (0.15%). OS was more common after spine fusion for spine deformity (P < 0.001). Patients with OS were more likely to be men (P < 0.001), older (P < 0.0001), and have more comorbidities (P < 0.0001). Patients with OS were more likely to require postoperative blood transfusions (odds ratio [OR], 3.39; 95% confidence interval [CI], 2.51-4.59; P < 0.001) and sustain any complication (OR, 4.20; 95% CI, 3.17-5.57; P < 0.001). Patients with OS had a longer length of stay (15.7 vs. 3.9 days; P < 0.001) and increased average hospitalization cost ($63,037.03 vs. $26,792.19; P < 0.001). The development of OS was associated with fluid electrolyte disorder (OR, 4.06; 95% CI, 2.99-5.51; P < 0.001). CONCLUSIONS OS is a rare but serious complication of primary spine fusion surgery. Identifying the specific risk factors, symptoms, and potential complications related to OS is critical to aid in decreasing the significant morbidity associated with its development.
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Affiliation(s)
- Clark J Chen
- Department of Orthopaedic Surgery, Albert Einstein Medical Center, Philadelphia, Pennsylvania, USA.
| | - Akash A Shah
- Department of Orthopaedic Surgery, David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California, USA
| | - Peter P Hsiue
- Department of Orthopaedic Surgery, David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California, USA
| | - Ajith K Subhash
- Department of Orthopaedic Surgery, David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California, USA
| | - Elizabeth L Lord
- Department of Orthopaedic Surgery, David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California, USA
| | - Don Y Park
- Department of Orthopaedic Surgery, David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California, USA
| | - Alexandra I Stavrakis
- Department of Orthopaedic Surgery, David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California, USA
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Winkelman RD, Kavanagh MD, Tanenbaum JE, Pelle DW, Benzel EC, Mroz TE, Steinmetz MP. The change in postoperative opioid prescribing after lumbar decompression surgery following state-level opioid prescribing reform. J Neurosurg Spine 2021; 35:275-283. [PMID: 34243163 DOI: 10.3171/2020.11.spine201046] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Accepted: 11/02/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE On August 31, 2017, the state of Ohio implemented legislation limiting the dosage and duration of opioid prescriptions. Despite the widespread adoption of such restrictions, few studies have investigated the effects of these reforms on opioid prescribing and patient outcomes. In the present study, the authors aimed to evaluate the effect of recent state-level reform on opioid prescribing, patient-reported outcomes (PROs), and postoperative emergency department (ED) visits and hospital readmissions after elective lumbar decompression surgery. METHODS This study was a retrospective cohort study of patients who underwent elective lumbar laminectomy for degenerative disease at one of 5 hospitals within a single health system in the years prior to and after the implementation of the statewide reform (September 1, 2016-August 31, 2018). Patients were classified according to the timing of their surgery relative to implementation of the prescribing reform: before reform (September 1, 2016-August 31, 2017) or after reform (September 1, 2017- August 31, 2018). The outcomes of interest included total outpatient opioids prescribed in the 90 days following discharge from surgery as measured in morphine-equivalent doses (MEDs), total number of opioid refill prescriptions written, patient-reported pain at the first postoperative outpatient visit as measured by the Numeric Pain Rating Scale, improvement in patient-reported health-related quality of life as measured by the Patient-Reported Outcomes Measurement Information System-Global Health (PROMIS-GH) questionnaire, and ED visits or hospital readmissions within 90 days of surgery. RESULTS A total of 1031 patients met the inclusion criteria for the study, with 469 and 562 in the before- and after-reform groups, respectively. After-reform patients received 26% (95% CI 19%-32%) fewer MEDs in the 90 days following discharge compared with the before-reform patients. No significant differences were observed in the overall number of opioid prescriptions written, PROs, or postoperative ED or hospital readmissions within 90 days in the year after the implementation of the prescribing reform. CONCLUSIONS Patients undergoing surgery in the year after the implementation of a state-level opioid prescribing reform received significantly fewer MEDs while reporting no change in the total number of opioid prescriptions, PROs, or postoperative ED visits or hospital readmissions. These results demonstrate that state-level reforms placing reasonable limits on opioid prescriptions written for acute pain may decrease patient opioid exposure without negatively impacting patient outcomes after lumbar decompression surgery.
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Affiliation(s)
- Robert D Winkelman
- 1Center for Spine Health, Neurological Institute, and
- 2Case Western Reserve University School of Medicine; and
- Departments of3Neurosurgery and
| | - Michael D Kavanagh
- 1Center for Spine Health, Neurological Institute, and
- 2Case Western Reserve University School of Medicine; and
| | - Joseph E Tanenbaum
- 1Center for Spine Health, Neurological Institute, and
- 2Case Western Reserve University School of Medicine; and
- 4Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Dominic W Pelle
- 1Center for Spine Health, Neurological Institute, and
- 5Orthopaedic Surgery, Cleveland Clinic
| | - Edward C Benzel
- 1Center for Spine Health, Neurological Institute, and
- Departments of3Neurosurgery and
| | - Thomas E Mroz
- 1Center for Spine Health, Neurological Institute, and
- 5Orthopaedic Surgery, Cleveland Clinic
| | - Michael P Steinmetz
- 1Center for Spine Health, Neurological Institute, and
- Departments of3Neurosurgery and
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Lavoie-Gagne O, Nwachukwu BU, Allen AA, Leroux T, Lu Y, Forsythe B. Factors Predictive of Prolonged Postoperative Narcotic Usage Following Orthopaedic Surgery. JBJS Rev 2021; 8:e0154. [PMID: 33006460 DOI: 10.2106/jbjs.rvw.19.00154] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND The purpose of this comprehensive review was to investigate risk factors associated with prolonged opioid use after orthopaedic procedures. A comprehensive review of the opioid literature may help to better guide preoperative management of expectations as well as opioid-prescribing practices. METHODS A systematic review of all studies pertaining to opioid use in relation to orthopaedic procedures was conducted using the MEDLINE, Embase, and CINAHL databases. Data from studies reporting on postoperative opioid use at various time points were collected. Opioid use and risk of prolonged opioid use were subcategorized by subspecialty, and aggregate data for each category were calculated. RESULTS There were a total of 1,445 eligible studies, of which 45 met inclusion criteria. Subspecialties included joint arthroplasty, spine, trauma, sports, and hand surgery. A total of 458,993 patients were included, including 353,330 (77%) prolonged postoperative opioid users and 105,663 (23%) non-opioid users. Factors associated with prolonged postoperative opioid use among all evaluated studies included body mass index (BMI) of ≥40 kg/m (relative risk [RR], 1.06 to 2.32), prior substance abuse (RR, 1.08 to 3.59), prior use of other medications (RR, 1.01 to 1.46), psychiatric comorbidities (RR, 1.08 to 1.54), and chronic pain conditions including chronic back pain (RR, 1.01 to 10.90), fibromyalgia (RR, 1.01 to 2.30), and migraines (RR, 1.01 to 5.11). Age cohorts associated with a decreased risk of prolonged postoperative opioid use were those ≥31 years of age for hand procedures (RR, 0.47 to 0.94), ≥50 years of age for total hip arthroplasty (RR, 0.70 to 0.80), and ≥70 years of age for total knee arthroplasty (RR, 0.40 to 0.80). Age cohorts associated with an increased risk of prolonged postoperative opioid use were those ≥50 years of age for sports procedures (RR, 1.11 to 2.57) or total shoulder arthroplasty (RR, 1.26 to 1.40) and those ≥70 years of age for spine procedures (RR, 1.61). Identified risk factors for postoperative use were similar across subspecialties. CONCLUSIONS We provide a comprehensive review of the various preoperative and postoperative risk factors associated with prolonged opioid use after elective and nonelective orthopaedic procedures. Increased BMI, prior substance abuse, psychiatric comorbidities, and chronic pain conditions were most commonly associated with prolonged postoperative opioid use. Careful consideration of elective surgical intervention for painful conditions and perioperative identification of risk factors within each patient's biopsychosocial context will be essential for future modulation of physician opioid-prescribing patterns. LEVEL OF EVIDENCE Prognostic Level IV. See Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
- Ophelie Lavoie-Gagne
- 1Midwest Orthopaedics at Rush, Rush University, Chicago, Illinois 2HSS Sports Medicine Institute West Side, Hospital for Special Surgery, New York, NY 3Department of Orthopaedic Surgery, University of Toronto, Toronto, Ontario, Canada
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Patient and surgical factors affect postoperative opioid prescription for orthopaedic trauma patients undergoing single-admission, single-surgery fracture fixation: a retrospective cohort study. CURRENT ORTHOPAEDIC PRACTICE 2021. [DOI: 10.1097/bco.0000000000001003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Levy HA, Karamian BA, Henstenburg J, Larwa J, Canseco JA, Haislup B, Chang M, Patel P, Radcliff KE, Woods BI, Kurd MF, Hilibrand AS, Kepler CK, Vaccaro AR, Schroeder GD. The impact of preoperative motor weakness on postoperative opioid use after ACDF. J Orthop 2021; 26:23-28. [PMID: 34276147 DOI: 10.1016/j.jor.2021.06.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Accepted: 06/27/2021] [Indexed: 11/19/2022] Open
Abstract
This study aims to determine if preoperative weakness is an isolated risk factor for prolonged postoperative opioid use after anterior cervical discectomy and fusion (ACDF). Patients with preoperative weakness were significantly more likely to have prolonged and inappropriate opioid use and have a single prescription mean morphine equivalent (MME) ≥ 200. Logistic regression isolated preoperative weakness, opioid tolerance, depression, and VAS Neck pain as independent predictors of extended opioid use. High postoperative opioid dose (MME ≥ 90) correlated with opioid tolerance, younger age, male sex, greater CCI, prior cervical surgery, and preoperative VAS Neck pain on regression.
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Affiliation(s)
- Hannah A Levy
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Brian A Karamian
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Jeffrey Henstenburg
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Joseph Larwa
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Jose A Canseco
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Brett Haislup
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Michael Chang
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Parthik Patel
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Kris E Radcliff
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Barrett I Woods
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Mark F Kurd
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Alan S Hilibrand
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Christopher K Kepler
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Alexander R Vaccaro
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Gregory D Schroeder
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
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Goyal A, Payne S, Sangaralingham LR, Jeffery MM, Naessens JM, Gazelka HM, Habermann EB, Krauss WE, Spinner RJ, Bydon M. Variations in Postoperative Opioid Prescription Practices and Impact on Refill Prescriptions Following Lumbar Spine Surgery. World Neurosurg 2021; 153:e112-e130. [PMID: 34153486 DOI: 10.1016/j.wneu.2021.06.060] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Revised: 06/10/2021] [Accepted: 06/11/2021] [Indexed: 11/28/2022]
Abstract
OBJECTIVE Understanding postsurgical prescribing patterns and their impact on persistent opioid use is important for establishing reasonable opioid prescribing protocols. We aimed to determine national variation in postoperative opioid prescription practices following elective lumbar spine surgery and their impact on short-term refill prescriptions. METHODS The OptumLabs Data Warehouse was queried from 2016 to 2017 for adults undergoing anterior lumbar fusion, posterior lumbar fusion, circumferential lumbar fusion, and lumbar decompression/discectomy for degenerative spine disease. Discharge opioid prescription fills were obtained and converted to morphine milligram equivalents (MMEs). Age- and sex-adjusted MMEs and frequency of discharge prescriptions >200 MMEs were determined for each U.S. census division and procedure type. RESULTS The study included 43,572 patients with 37,894 postdischarge opioid prescription fills. There was wide variation in mean filled MMEs across all census divisions (anterior lumbar fusion: 774-1147 MMEs; posterior lumbar fusion: 717-1280 MMEs; circumferential lumbar fusion: 817-1271 MMEs; lumbar decompression/discectomy: 619-787 MMEs). A significant proportion of cases were found to have filled discharge prescriptions >200 MMEs (posterior lumbar fusion: 78.6%-95%; anterior lumbar fusion: 87.5%-95.6%; circumferential lumbar fusion: 81.4%-96.5%; lumbar decompression/discectomy: 80.5%-91%). Multivariable logistic regression showed that female sex and inpatient surgery were associated with a top-quartile discharge prescription and a short-term second opioid prescription fill, while the opposite was noted for elderly and opioid-naïve patients (all P ≤ 0.05). Prescriptions with long-acting opioids were associated with higher odds of a second opioid prescription fill (reference: nontramadol short-acting opioid). CONCLUSIONS In analysis of filled opioid prescriptions, we observed a significant proportion of prescriptions >200 MMEs and wide regional variation in postdischarge opioid prescribing patterns following elective lumbar spine surgery.
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Affiliation(s)
- Anshit Goyal
- Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Stephanie Payne
- Department of Health Care Policy and Research, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Molly M Jeffery
- Department of Health Care Policy and Research, Mayo Clinic, Rochester, Minnesota, USA
| | - James M Naessens
- Department of Health Care Policy and Research, Mayo Clinic, Rochester, Minnesota, USA
| | - Halena M Gazelka
- Department of Anesthesiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Elizabeth B Habermann
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota, USA
| | - William E Krauss
- Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Robert J Spinner
- Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Mohamad Bydon
- Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota, USA.
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Rahman R, Wallam S, Zhang B, Sachdev R, McNeely EL, Kebaish KM, Riley LH, Cohen DB, Jain A, Lee SH, Sciubba DM, Skolasky RL, Neuman BJ. Appropriate Opioid Use After Spine Surgery: Psychobehavioral Barriers and Patient Knowledge. World Neurosurg 2021; 150:e600-e612. [PMID: 33753317 PMCID: PMC8187334 DOI: 10.1016/j.wneu.2021.03.066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Revised: 03/12/2021] [Accepted: 03/13/2021] [Indexed: 11/21/2022]
Abstract
OBJECTIVE To identify spine patients' barriers to appropriate postoperative opioid use, comfort with naloxone, knowledge of safe opioid disposal practices, and associated factors. METHODS We preoperatively surveyed 174 spine patients about psychobehavioral barriers to appropriate opioid use, comfort with naloxone, and knowledge about opioid disposal. Multivariable logistic regression identified factors associated with barriers and knowledge (α = 0.05). RESULTS Common barriers were fear of addiction (71%) and concern about disease progression (43%). Most patients (78%) had neutral/low confidence in the ability of nonopioid medications to control pain; most (57%) felt neutral or uncomfortable with using naloxone; and most (86%) were familiar with safe disposal. Anxiety was associated with fear of distracting the physician (adjusted odds ratio [aOR], 3.8; 95% confidence interval [CI], 1.1-14) and with lower odds of knowing safe disposal methods (aOR, 0.18; 95% CI, 0.04-0.72). Opioid use during the preceding month was associated with comfort with naloxone (aOR, 4.9; 95% CI, 2.1-12). Patients with a higher educational level had lower odds of reporting fear of distracting the physician (aOR, 0.30; 95% CI, 0.09-0.97), and those with previous postoperative opioid use had lower odds of concern about disease progression (aOR, 0.25; 95% CI, 0.09-0.63) and with a belief in tolerating pain (aOR, 0.34; 95% CI, 0.12-0.95). CONCLUSIONS Many spine patients report barriers to appropriate postoperative opioid use and are neutral or uncomfortable with naloxone. Some are unfamiliar with safe disposal. Associated factors include anxiety, lack of recent opioid use, and no previous postoperative use.
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Affiliation(s)
- Rafa Rahman
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Sara Wallam
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Bo Zhang
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Rahul Sachdev
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Emmanuel L McNeely
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Khaled M Kebaish
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Lee H Riley
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - David B Cohen
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Amit Jain
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Sang H Lee
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Daniel M Sciubba
- Department of Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Richard L Skolasky
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Brian J Neuman
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
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Singh A, Chan PH, Prentice HA, Rao AG. Postoperative opioid utilization associated with revision risk following primary shoulder arthroplasty. J Shoulder Elbow Surg 2021; 30:1034-1041. [PMID: 32871267 DOI: 10.1016/j.jse.2020.08.014] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Revised: 08/05/2020] [Accepted: 08/10/2020] [Indexed: 02/01/2023]
Abstract
INTRODUCTION With a substantial increase in utilization of primary shoulder arthroplasty, it is important to understand risk factors that may signal early failure and need for revision. Recent studies have reported that sustained postoperative opioid use is associated with a higher revision risk after total hip or knee arthroplasty. In this study, we evaluated postoperative opioid utilization as a risk factor for revision after primary shoulder arthroplasty. METHODS We conducted a cohort study using data from a United States integrated health care system's Shoulder Arthroplasty Registry. Patients who had a primary elective shoulder arthroplasty were identified (2009-2017); those with cancer or who underwent other arthroplasty procedures (either shoulder, hip, or knee) within the preceding year were excluded. Cumulative daily opioid utilization during the first year postoperative, calculated as oral morphine equivalents (OME), was categorized into 3 exposure groups: high user (≥15 mg OME daily), moderate user (<15 mg OME daily), and no opioid use (reference group). The exposure window was stratified into 2 time periods: postoperative days 1-90 and postoperative days 91-360. Multivariable Cox proportional-hazards regression was used to evaluate the association between postoperative opioid use and aseptic revision risk. RESULTS The final study sample included 8325 shoulder arthroplasty procedures. Of these individuals, 3707 (45%) received some opioid within the 1 year before the index procedure. We failed to observe a difference in aseptic revision risk between opioid utilization in the first 90 days postoperatively, regardless of dose. After the first 90 days, a higher revision risk was observed for high opioid users compared with nonusers (hazard ratio = 1.62, 95% confidence interval = 1.10-2.41), and no association was observed for moderate users (hazard ratio = 1.25, 95% confidence interval = 0.82-1.91). CONCLUSIONS We found a positive association between opioid consumption and aseptic revision risk after primary shoulder arthroplasty. This study cannot determine if opioids have a direct physiological cause that increases the risk of revision; rather it is likely that opioid consumption is a marker of chronic pain, poor function, and/or poor coping mechanisms. Further study is needed to determine if programs designed to decrease opioid use may impact revision risk after shoulder arthroplasty.
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Affiliation(s)
- Anshuman Singh
- Department of Orthopaedics, Southern California Permanente Medical Group, San Diego, CA, USA.
| | - Priscilla H Chan
- Surgical Outcomes and Analysis, Kaiser Permanente, San Diego, CA, USA
| | | | - Anita G Rao
- Department of Orthopaedics, Northwest Permanente Medical Group, Portland, OR, USA
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Davison MA, Lilly DT, Eldridge CM, Singh R, Bagley C, Adogwa O. Comparison of Postoperative Opioid Utilization in an ACDF Cohort: Narcotic Naive Patients Versus Preoperative Opioid Users. Clin Spine Surg 2021; 34:E86-E91. [PMID: 33633064 DOI: 10.1097/bsd.0000000000001053] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/29/2020] [Accepted: 06/19/2020] [Indexed: 11/25/2022]
Abstract
STUDY DESIGN A retrospective cohort study. OBJECTIVE To compare the postoperative opioid utilization rates and costs after anterior cervical discectomy and fusion (ACDF) procedures between groups of patients who were preoperative opioid users versus opioid naive. SUMMARY OF BACKGROUND DATA Opioid medications are frequently prescribed after ACDF procedures. Given the current opioid epidemic, there is increased emphasis on early identification of patients at risk for prolonged postoperative opioid use. METHODS Records from patients diagnosed with cervical stenosis who underwent a ≤3-level index ACDF surgery between 2007 and 2017 were collected from a large insurance database. International Classification of Diseases diagnosis/procedure codes, Current Procedural Terminology codes, and generic drug codes were used to search clinical records. Two cohorts were established: a group of patients who utilized opioids preoperatively and a group of patients who were opioid naive at the time of surgery. The 1-year utilization and costs of postoperative therapies were documented for each group. RESULTS The preoperative opioid use cohort contained 4485 patients (61.6%), whereas the opioid-naive cohort included 2799 patients (38.4%). Postoperatively, 86.6% of the preoperative opioid use group continued to use opioids, whereas 59.0% of the opioid-naive group began using opioids. Patients who utilized opioids preoperatively were 4.48 times more likely (95% confidence interval, 3.99-5.02, P<0.001) to use opioids postoperatively and 4.30 times more likely (95% confidence interval, 3.10-5.94, P<0.001) to become opioid dependent compared with opioid-naive patients. In addition, after normalization, patients in the preoperative opioid use group utilized 3.7 times more opioid units/patient and billed for 5.3 times more dollars/patient than opioid-naive patients. CONCLUSIONS In patients with cervical stenosis who undergo an ACDF procedure, the postoperative utilization and costs of opioids seem to be substantially higher in patients with preoperative opioid use compared with opioid-naive patients. Efforts should be made to avoid opioid use as a component of conservative management before surgery. LEVEL OF EVIDENCE Level III.
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Affiliation(s)
- Mark A Davison
- Department of Neurosurgery, Cleveland Clinic, Cleveland, OH
| | - Daniel T Lilly
- Department of Neurosurgery, Cleveland Clinic, Cleveland, OH
| | - Cody M Eldridge
- Department of Neurosurgery, University of Texas, Southwestern Medical Center, Dallas, TX
| | - Ravinderjit Singh
- Department of Neurosurgery, University of Texas, Southwestern Medical Center, Dallas, TX
| | - Carlos Bagley
- Department of Neurosurgery, University of Texas, Southwestern Medical Center, Dallas, TX
| | - Owoicho Adogwa
- Department of Neurosurgery, University of Texas, Southwestern Medical Center, Dallas, TX
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Dietz N, Sharma M, Alhourani A, Ugiliweneza B, Nuno M, Drazin D, Wang D, Boakye M. Preoperative and Postoperative Opioid Dependence in Patients Undergoing Anterior Cervical Diskectomy and Fusion for Degenerative Spinal Disorders. J Neurol Surg A Cent Eur Neurosurg 2021; 82:232-240. [PMID: 33540452 DOI: 10.1055/s-0040-1718759] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
BACKGROUND Anterior cervical diskectomy and fusion (ACDF) is a procedure for effectively relieving radiculopathy. Opioids are commonly overprescribed in postsurgical settings and prescriptions vary widely among providers. We identify trends in opioid dependence before and after ACDF. METHODS We used the Truven Health MarketScan data to identify adult patients undergoing ACDF for degenerative cervical spine conditions between 2009 and 2015. Patients were segregated in four cohorts of preoperative and postoperative opioid nondependence (ND) or dependence (D) with 15 months of postoperative follow-up. RESULTS A total of 25,403 patients with median age of 52 years (18-92) who underwent ACDF met the inclusion criteria. Breakdown of the four cohorts was as follows: prior nondependent who remain nondependent (NDND): 62.76% (n = 15,944); prior nondependent who become dependent (NDD): 4.6% (n = 1,168); prior dependent who become nondependent (DND): 14.03% (n = 3,564); and prior dependent who remain dependent (DD): 18.61% (n = 4,727). Opioid dependence decreased 9.43% postoperatively. Overall payments and 30-day readmissions increased 1.96 and 1.79 times for opioid dependent versus nondependent cohorts, respectively. Adjusted payments at 3 to 15 months were significantly increased for dependent cohorts with 3.56-fold increase for the DD cohort when compared with the NDND cohort. Length of stay, complications, medication refills, outpatient measures, and hospital admissions were also higher in those groups with postoperative opioid dependence when compared with those who were not opioid dependent. CONCLUSIONS Opioid dependence after ACDF is associated with increased hospital readmissions, complication rates at 30 days, and payments within 3 months and 3 to 15 months postdischarge. Overall opioid dependence was decreased after ACDF procedure, however, a smaller number of opioid-dependent and opioid-naive patients became dependent postoperatively and should be followed carefully.
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Affiliation(s)
- Nicholas Dietz
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky, United States
| | - Mayur Sharma
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky, United States
| | - Ahmad Alhourani
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky, United States
| | - Beatrice Ugiliweneza
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky, United States
| | - Miriam Nuno
- Department of Neurosurgery, University of California Davis, Davis, California, United States
| | - Doniel Drazin
- Department of Neurosurgery, Pacific Northwest University of Health Sciences, Yakima, Washington, United States
| | - Dengzhi Wang
- Department of Neurosurgery, University of California Davis, Davis, California, United States
| | - Maxwell Boakye
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky, United States.,Department of Neurosurgery, Robley Rex VA Medical Center, Louisville, Kentucky, United States
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Atwood K, Shackleford T, Lemons W, Eicher JL, Lindsey BA, Klein AE. Postdischarge Opioid Use after Total Hip and Total Knee Arthroplasty. Arthroplast Today 2021; 7:126-129. [PMID: 33553537 PMCID: PMC7851352 DOI: 10.1016/j.artd.2020.12.021] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Revised: 12/08/2020] [Accepted: 12/18/2020] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND As America's third highest opioid prescribers, orthopedic surgeons have contributed to the opioid abuse crisis. This study evaluated opioid use after primary total joint replacement. We hypothesized that patients who underwent total hip arthroplasty (THA) use fewer opioids than patients who underwent total knee arthroplasty (TKA) and that both groups use fewer opioids than prescribed. METHODS A prospective study of 110 patients undergoing primary THA or TKA by surgeons at an academic center during 2018 was performed. All were prescribed oxycodone 5 mg, 84 tablets, without refills. Demographics, medical history, and operative details were collected. Pain medication consumption and patient-reported outcomes were collected at 2 and 6 weeks postoperatively. Analysis of variance was performed on patient and surgical variables. RESULTS Sixty-one patients scheduled for THA and 49 for TKA were included. THA patients consumed significantly fewer opioids than TKA patients at 2 weeks (28.1 tablets vs 48.4, P = .0003) and 6 weeks (33.1 vs 59.3, P = .0004). Linear regression showed opioid use decreased with age at both time points (P = .0002). A preoperative mental health disorder was associated with higher usage at 2 weeks (58.3 vs 31.4, P < .0001) and 6 weeks (64.7 vs 39.2, P = .006). Higher consumption at 2 weeks was correlated with worse outcome scores at all time points. CONCLUSIONS TKA patients required more pain medication than THA patients, and both groups received more opioids than necessary. In addition, younger patients and those with a preexisting mental health disorder required more pain medication. These data provide guidance on prescribing pain medication to help limit excess opioid distribution.
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Affiliation(s)
- Keenan Atwood
- Department of Orthopaedics, West Virginia University, Morgantown, WV, USA
| | - Taylor Shackleford
- Department of Orthopaedics, West Virginia University, Morgantown, WV, USA
| | - Wesley Lemons
- School of Medicine, West Virginia University, Morgantown, WV, USA
| | - Jennifer L. Eicher
- Department of Orthopaedics, West Virginia University, Morgantown, WV, USA
| | - Brock A. Lindsey
- Department of Orthopaedics, West Virginia University, Morgantown, WV, USA
| | - Adam E. Klein
- Department of Orthopaedics, West Virginia University, Morgantown, WV, USA
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Duloxetine for the reduction of opioid use in elective orthopedic surgery: a systematic review and meta-analysis. Int J Clin Pharm 2021; 43:394-403. [PMID: 33459948 DOI: 10.1007/s11096-020-01216-9] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Accepted: 12/08/2020] [Indexed: 12/19/2022]
Abstract
Background Duloxetine is currently approved for chronic pain management; however, despite some evidence, its utility in acute, postoperative pain remains unclear Aim of the review This systematic review and meta-analysis is to determine if duloxetine 60 mg given perioperatively, is safe and effective at reducing postoperative opioid consumption and reported pain following elective orthopedic surgery. Method CINAHL, Medline, Cochrane Central Registry for Clinical Trials, Google Scholar, and Clinicaltrials.gov were searched using a predetermined search strategy from inception to January 15, 2019. Covidence.org was used to screen, select, and extract data by two independent reviewers. Individual study bias was assessed using the Cochrane Risk of Bias tool. Opioid consumption data were converted to oral morphine milligram equivalents (MME) and exported to RevMan where meta-analysis was conducted using a DerSimonian and Laird random effects model. Results Six randomized-controlled trials were included in the literature review of postoperative pain and adverse effects. Five studies were utilized for the meta-analysis of postoperative opioid consumption; totaling 314 patients. Postoperative pain analysis showed variable statistical significance with overall lower pain scores with duloxetine. Adverse effects included an increase in insomnia with duloxetine but lower rates of nausea and vomiting. Meta-analysis revealed statistically significant [mean difference (95% CI)] lower total opioid use with duloxetine postoperatively at 24 h [- 31.9 MME (- 54.22 to - 9.6), p = 0.005], 48 h [- 30.90 MME (- 59.66 to - 2.15), p = 0.04] and overall [- 31.68 MME (- 46.62 to - 16.74), p < 0.0001]. Conclusion These results suggest that adding perioperative administration duloxetine 60 mg to a multimodal analgesia regimen within the orthopedic surgery setting significantly lowers total postoperative opioid consumption and reduces pain without significant adverse effects.
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Abstract
STUDY DESIGN Retrospective cohort. OBJECTIVE To identify gaps in opioid prescription immediately prior to spinal fusion and to study the effect of such simulated "opioid weaning/elimination" on risk of long-term postoperative opioid use. SUMMARY OF BACKGROUND DATA Numerous studies have described preoperative opioid duration and dose thresholds associated with sustained postoperative opioid use. However, the benefit and duration of preoperative opioid weaning before spinal fusion has not been elaborated. METHODS Humana commercial insurance data (2007-Q1 2017) was used to study primary cervical and lumbar/thoracolumbar fusions. More than 5000 total morphine equivalents in the year before spinal fusion were classified as chronic preoperative opioid use. Based on time between last opioid prescription (<14-days' supply) and spinal fusion, chronic opioid users were divided as; no gap, >2-months gap (2G) and >3-months gap (3G). Primary outcome measure was long-term postoperative opioid use (>5000 total morphine equivalents between 3 and 12-mo postoperatively). The effect of "opioid gap" on risk of long-term postoperative opioid use was studied using multiple-variable logistic regression analyses. RESULTS 17,643 patients were included, of whom 3590 (20.3%) had chronic preoperative opioid use. Of these patients, 41 (1.1%) were in the 3G group and 106 (3.0%) were in the 2G group. In the 2G group, 53.8% patients ceased to have long-term postoperative use as compared with 27.8% in NG group. This association was significant on logistic regression analysis (OR 0.30, 95% CI: 0.20-0.46, P < 0.001). CONCLUSIONS Chronic opioid users whose last opioid prescription was >2-months prior to spinal fusion and less than 14-days' supply had significantly lower risk of long-term postoperative opioid use. We have simulated "opioid weaning" in chronic opioid users undergoing major spinal fusion and our analysis provides an initial reference point for current clinical practice and future clinical studies.Level of Evidence: 3.
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