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Mirzaie S, Oberoi MK, Huang KX, Caprini RM, Malapati SH, Dejam D, Bedar M, Cronin BJ, Khetpal S, Lee JC. Association of Patient-Reported Anxiety and Pain After Alveolar Bone Grafting. Cleft Palate Craniofac J 2024; 61:1336-1343. [PMID: 37077147 PMCID: PMC11308277 DOI: 10.1177/10556656231169483] [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] [Indexed: 04/21/2023] Open
Abstract
OBJECTIVE To evaluate the role of psychosocial well-being on perioperative pain and opioid use among patients with cleft lip and palate (CLP) undergoing alveolar bone grafting (ABG). DESIGN Retrospective review. SETTING Tertiary level craniofacial clinic. PARTICIPANTS 34 patients with CLP (median age: 11.7 years), including 25 (73.5%) unilateral CLP and 9 (26.5%) bilateral CLP, who underwent ABG from 2015 to 2022. INTERVENTIONS ABG using iliac crest bone graft. Patients were prospectively administered four patient-reported psychosocial instruments from the Patient-Reported Outcomes Measurement Information System. MAIN OUTCOME MEASURES Perioperative opioid use in morphine equivalent dosage/kilogram, patient-reported pain scores, and length of hospital stay after ABG. RESULTS Patient-reported anxiety (r = 0.41, p = 0.02) and depressive symptoms (r = 0.35, p = 0.04) correlated to higher perioperative opioid usage. Multivariable regression models including psychosocial scores, total acetaminophen usage, length of surgery, and other simultaneous surgeries were developed for total opioid usage, patient-reported pain, and length of hospital stay. Patient-reported anxiety was independently predictive of higher perioperative opioid use (β=0.36, p = 0.01) and higher pain scores (β=0.39, p = 0.02), but not length of hospital stay. CONCLUSIONS We identified an association for patient-reported anxiety and perioperative opioid use and pain in a CLP cohort undergoing ABG. Future considerations in preoperative patient and family consultation may be indicated in patients self-reporting higher anxiety in an effort to minimize perioperative opioid usage.
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Affiliation(s)
- Sarah Mirzaie
- Division of Plastic and Reconstructive Surgery, Department of Surgery, UCLA David Geffen School of Medicine, Los Angeles, California, USA
| | - Michelle K. Oberoi
- Division of Plastic and Reconstructive Surgery, Department of Surgery, UCLA David Geffen School of Medicine, Los Angeles, California, USA
| | - Kelly X. Huang
- Division of Plastic and Reconstructive Surgery, Department of Surgery, UCLA David Geffen School of Medicine, Los Angeles, California, USA
| | - Rachel M. Caprini
- Division of Plastic and Reconstructive Surgery, Department of Surgery, UCLA David Geffen School of Medicine, Los Angeles, California, USA
| | - Sri Harshini Malapati
- Division of Plastic and Reconstructive Surgery, Department of Surgery, UCLA David Geffen School of Medicine, Los Angeles, California, USA
| | - Dillon Dejam
- Division of Plastic and Reconstructive Surgery, Department of Surgery, UCLA David Geffen School of Medicine, Los Angeles, California, USA
| | - Meiwand Bedar
- Division of Plastic and Reconstructive Surgery, Department of Surgery, UCLA David Geffen School of Medicine, Los Angeles, California, USA
| | - Brendan J. Cronin
- Division of Plastic and Reconstructive Surgery, Department of Surgery, UCLA David Geffen School of Medicine, Los Angeles, California, USA
| | - Sumun Khetpal
- Division of Plastic and Reconstructive Surgery, Department of Surgery, UCLA David Geffen School of Medicine, Los Angeles, California, USA
| | - Justine C. Lee
- Division of Plastic and Reconstructive Surgery, Department of Surgery, UCLA David Geffen School of Medicine, Los Angeles, California, USA
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Barakat H, Al Nawwar R, Abou Nader J, Aouad M, Yazbeck Karam V, Gholmieh L. Opioid-free versus opioid-based anesthesia in major spine surgery: a prospective, randomized, controlled clinical trial. Minerva Anestesiol 2024; 90:482-490. [PMID: 38869262 DOI: 10.23736/s0375-9393.24.17962-x] [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: 06/14/2024]
Abstract
BACKGROUND Major spine surgery is associated with severe postoperative pain and increased opioid consumption. Opioid-free anesthesia (OFA) is thought to provide adequate intraoperative analgesia with reduced postoperative opioid consumption. The aim of this study is to compare the impact of intraoperative OFA approach to the conventional opioid-based anesthesia (OBA) on postoperative pain, opioid consumption, and related side effects in patients undergoing multilevel spinal fusion surgery. METHODS Forty-eight patients undergoing elective major spine surgery were randomly allocated to either receive intraoperative dexmedetomidine and lidocaine (OFA group) or fentanyl during induction and intraoperative remifentanil (OBA group). All patients received intraoperative sevoflurane, propofol, rocuronium, ketamine, dexamethasone, ondansetron and postoperative paracetamol and patient-controlled analgesia device set to deliver intravenous morphine for 48 hours after surgery. Postoperative pain was measured using numerical rating scale. Opioid side effects were documented, when present. RESULTS OFA group required less morphine in the first 24 hours post-surgery (17.28±12.25 mg versus 27.96±19.75 mg, P<0.05). The incidence of postoperative nausea and vomiting (PONV) was significantly lower in the OFA group. More patients in the OFA group required antihypertensive medications compared to patients in the OBA group (P<0.05). In the post anesthesia care unit, OFA patients had a significantly longer stay than OBA patients (114.1±49.33 min versus 89.96±30.71 min, P<0.05). CONCLUSIONS OFA can be an alternative to OBA in patients undergoing multilevel spine fusion surgery. OFA reduces opioids consumption in the first 24 hours and PONV.
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Affiliation(s)
- Hanane Barakat
- Department of Anesthesiology, Lebanese American University Medical Center-Rizk Hospital, Beirut, Lebanon -
| | - Rony Al Nawwar
- Department of Anesthesiology, Lebanese American University Medical Center-Rizk Hospital, Beirut, Lebanon
| | - Jessy Abou Nader
- Department of Anesthesiology, Lebanese American University Medical Center-Rizk Hospital, Beirut, Lebanon
| | - Marie Aouad
- Department of Anesthesiology, American University of Beirut Medical Center, Beirut, Lebanon
| | - Vanda Yazbeck Karam
- Department of Anesthesiology, Lebanese American University Medical Center-Rizk Hospital, Beirut, Lebanon
| | - Linda Gholmieh
- Department of Anesthesiology, Lebanese American University Medical Center-Rizk Hospital, Beirut, Lebanon
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Bennett JT, Chung H, Artz N, Abraham VM, Andrews A, Wells D, Cardelia M, St Remy C. Does a Preoperative Mental Health Diagnosis Affect Pain Management in Patients With Adolescent Idiopathic Scoliosis Undergoing Surgery? J Pediatr Orthop 2024; 44:e35-e39. [PMID: 37822209 DOI: 10.1097/bpo.0000000000002545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/13/2023]
Abstract
BACKGROUND Patients with adolescent idiopathic scoliosis (AIS) are typically treated surgically with posterior spinal fusion (PSF) when the curve continues to progress beyond 45 to 50 degrees. In adult patients, studies have shown that preoperative psychiatric diagnoses are associated with poorer clinical outcomes after lumbar spine surgery. This study aims to address whether a preoperative mental health disorder affects outcomes in pediatric patients with AIS treated with PSF. METHODS We conducted a retrospective study of pediatric patients with a history of AIS requiring operative treatment with PSF at a single center with a minimum of 2-year follow-up. These patients were split into 2 groups: a subset that had a mental health disorder (MHD), and a control group. The MHD subset included patients with anxiety disorder, major depressive disorder, bipolar disorder, manic disorder, obsessive-compulsive disorder, attention deficit hyperactivity disorder, and stress disorder. The 2 groups were compared using independent student t -test and χ 2 analysis. RESULTS A total of 417 patients were included in the study. Ninety-three patients were included in the MHD group, and 324 patients were included in the control group. The mean pain score for the MHD group was greater (3.93) compared with the control group (3.34). The PCA demands during inpatient stay for the MHD group were also greater (236.7) compared with the control group (140.0). There was no significant difference in the length of stay in the hospital between the MHD group (4.7 days) and the control group (4.6 days). There was a greater number of patients in the MHD cohort (25.8%) still using narcotic pain medication at first follow-up compared with the control group (12.0%). CONCLUSION This study suggests that patients with AIS with a preoperative mental health disorder undergoing PSF experience more pain after surgery and require more pain medication during their recovery. LEVEL OF EVIDENCE III. This is a retrospective review of pediatric patients with adolescent idiopathic scoliosis and a preoperative mental health diagnosis and their pain management requirements during the recovery period from posterior spinal fusion.
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Affiliation(s)
- James T Bennett
- Department of Orthopaedic Surgery, Children's Hospital of the King's Daughters
| | - Hoon Chung
- Eastern Virginia Medical School, Norfolk
| | | | | | | | | | - Marc Cardelia
- Department of Orthopaedic Surgery, Children's Hospital of the King's Daughters
| | - Carl St Remy
- Department of Orthopaedic Surgery, Children's Hospital of the King's Daughters
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Abed V, Khalily CD, Landy DC, Lemaster NG, Stone AV. Risk Factors Associated With Prolonged Opioid Use After Revision Total Shoulder Arthroplasty. J Am Acad Orthop Surg Glob Res Rev 2023; 7:01979360-202311000-00013. [PMID: 37976449 PMCID: PMC10659687 DOI: 10.5435/jaaosglobal-d-23-00118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 09/20/2023] [Accepted: 10/10/2023] [Indexed: 11/19/2023]
Abstract
INTRODUCTION The purpose of this study was to determine which preoperative factors are associated with prolonged opioid use after revision total shoulder arthroplasty (TSA). METHODS The M157Ortho PearlDiver database was used to identify patients undergoing revision TSA between 2010 and 2021. Opioid use for longer than 1 month after surgery was defined as prolonged opioid use. Postoperative opioid use from 1 to 3 months was independently assessed. Multivariable logistic regression was used to evaluate the association between preoperative patient-related risk factors (age, Charlson Comorbidity Index, sex, depression, anxiety, substance use disorder, opioid use between 12 months to 1 week of surgery, tobacco use, hypertension, diabetes mellitus, chronic obstructive pulmonary disease, osteoporosis, previous myocardial infarction, and chronic ischemic heart disease) with prolonged postoperative opioid use. Odds ratios (OR) and their associated 95% confidence intervals (CI) were calculated for each risk factor. RESULTS A total 14,887 patients (mean age = 67.1 years) were included. Most of the patients were female (53.3%), and a large proportion were opioid familiar (44.1%). Three months after revision TSA, older age (OR = 0.96, CI 0.96 to 0.97) and male sex (OR = 0.90, CI 0.81 to 0.99) were associated with a decreased risk of prolonged postoperative opioid usage. Patients with preexisting depression (OR = 1.21, CI 1.08 to 1.35), substance use disorder (OR = 1.47, CI 1.29 to 1.68), opioid use (OR = 16.25, CI 14.27 to 18.57), and chronic obstructive pulmonary disorder (OR = 1.24, CI 1.07 to 1.42) were at an increased risk of prolonged postoperative opioid use. DISCUSSION Older age and male sex were associated with a decreased risk of prolonged opioid use after revision TSA. Depression, substance use disorder, opioid familiarity, and COPD were associated with prolonged opioid use after revision TSA.
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Affiliation(s)
- Varag Abed
- From the Department of Orthopaedic Surgery and Sports Medicine, University of Kentucky, Lexington, KY
| | - Camille D. Khalily
- From the Department of Orthopaedic Surgery and Sports Medicine, University of Kentucky, Lexington, KY
| | - David C. Landy
- From the Department of Orthopaedic Surgery and Sports Medicine, University of Kentucky, Lexington, KY
| | - Nicole G. Lemaster
- From the Department of Orthopaedic Surgery and Sports Medicine, University of Kentucky, Lexington, KY
| | - Austin V. Stone
- From the Department of Orthopaedic Surgery and Sports Medicine, University of Kentucky, Lexington, KY
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Perioperative Outcomes of Open Anterior Vertebral Body Tethering and Instrumented Posterior Spinal Fusion for Skeletally Immature Patients With Idiopathic Scoliosis. J Pediatr Orthop 2023; 43:143-150. [PMID: 36746139 DOI: 10.1097/bpo.0000000000002320] [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: 02/08/2023]
Abstract
BACKGROUND Correcting adolescent idiopathic scoliosis (AIS) without fusion can be achieved with anterior vertebral body tethering (AVBT). However, little is known about the perioperative outcomes, pain control, and clinical outcomes in patients undergoing AVBT compared with instrumented posterior spinal fusion (IPSF). METHODS In this retrospective cohort study, we compared pediatric patients with AIS who underwent either AVBT or IPSF. Inclusion criteria were based on the AVBT group, which included primary thoracic idiopathic scoliosis, Risser ≤1, curve magnitude 40 to 70 degrees, age 9 to 15, no prior spine surgery, index surgery between 2014 and 2019, and minimum 2-year follow-up. Patient demographics, perioperative metrics, pain visual analog scale scores, opiate morphine equivalent usage, cost data, and radiographic outcomes were compared. RESULTS We identified 23 patients who underwent AVBT and 24 matched patients in the IPSF group based on inclusion criteria. Patients undergoing AVBT and PSF were similar in age (12±1 y vs. 13±1 y, P =0.132) and average follow-up time (3.8±1.6 y vs. 3.3±1.4 y, P =0.210). There were 23 female patients (87%) in the AVBT group and 24 female (92%) patients in the IPSF group. Intraoperatively, estimated blood loss (498±290 vs. 120±47 mL, P <0.001) and procedure duration (419±95 vs. 331±83 min, P =0.001) was significantly greater in the IPSF group compared with AVBT. Length of stay was lower in the AVBT group compared with PSF (4±1 vs. 5±2 d, P =0.04). PSF patients had significantly greater total postoperative opiate morphine equivalent use compared with AVBT (2.2±1.9 vs. 5.6±3.4 mg/kg, P <0.001). Overall direct costs following PSF and AVBT were similar ($47,655+$12,028 vs. $50,891±$24,531, P =0.58). Preoperative radiographic parameters were similar between both the groups, with a major thoracic curve at 51±10 degrees for AVBT and 54±9 degrees for IPSF ( P =0.214). At the most recent follow-up, IPSF patients had greater curve reduction to a mean major thoracic curve of 11±7 degrees (79%) compared with 19±10 degrees (63%) in AVBT patients ( P =0.002). Nine patients (39%) required revision surgery following AVBT compared with 4 patients(17%) following IPSF ( P =0.09). CONCLUSIONS In a select cohort of patients, AVBT offers decreased surgical time, blood loss, length of stay, and postoperative opiate usage compared with IPSF. Although IPSF resulted in greater deformity correction at 2-year follow-up, the majority of patients who underwent AVBT had ≤35 major curves and avoided fusion. There is optimism for AVBT as a treatment option for select AIS patients, but long-term complications are still being understood, and the risk for revision surgeries remains high. LEVEL OF EVIDENCE Level III.
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Statistical Fragility of Ketamine Infusion during Scoliosis Surgery to Reduce Opioid Tolerance and Postoperative Pain. World Neurosurg 2022; 164:135-142. [PMID: 35525439 DOI: 10.1016/j.wneu.2022.04.121] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2022] [Accepted: 04/27/2022] [Indexed: 11/23/2022]
Abstract
OBJECTIVE Randomized controlled trials (RCTs) have come under scrutiny due to a frequent lack of reproducibility, due in part to shortcomings of the common p<0.05 threshold for significance. Here, we utilize fragility indices to assess the statistical robustness of RCTs evaluating low-dose ketamine during scoliosis surgery to reduce opioid tolerance and postoperative pain. METHODS RCTs evaluating outcomes after intraoperative ketamine infusion in adolescent idiopathic scoliosis (AIS) patients were included. Relevant outcomes included pain, opioid consumption, quality of life, anesthesia, sedation, adverse effects, and length of stay. The dichotomous or continuous fragility index (FI or CFI) was determined by manipulating each outcome event until reversal of significance (a=0.05) was achieved. The corresponding fragility quotients (FQ) were calculated by dividing the FI or CFI by the sample size. RESULTS Of 27 studies screened, 6 studies (61 outcome events) were included. The median FI for dichotomous events was 2.0 (FQ=0.045), suggesting that altering the outcome of only 2 patients (or 4.5 out of 100) would reverse trial significance. For continuous events, altering the treatment of only 6 patients (or 14.1 out of 100) would reverse significance. Outcome events that were originally reported as significant (p<0.05) were considerably more fragile (FI=1.5; CFI=3.5) than events that were reported as nonsignificant (FI=2.0; CFI=7.0). CONCLUSIONS While evidence for ketamine use is promising, our fragility analysis suggests that RCT findings may be underpowered in some cases. Given the importance of RCTs in clinical decision-making, fragility indices should be reported alongside p-values to indicate the strength of statistical findings.
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Abstract
This review summarizes current evidence related to perioperative opioid prescription fulfillment and use and discusses the role of personalized anesthesia care in mitigating opioid-related harms without compromising analgesia.
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Affiliation(s)
- Daniel B. Larach
- Department of Anesthesiology, Vanderbilt University Medical Center (Nashville, TN)
| | - Jennifer M. Hah
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine (Stanford, CA)
| | - Chad M. Brummett
- Department of Anesthesiology, University of Michigan Medical School (Ann Arbor, MI)
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Baker CE, Larson AN, Ubl DS, Shaughnessy WJ, Rutledge JD, Stans AA, Habermann EB, Milbrandt TA. Tiered Guidelines in a Pediatric Orthopaedic Practice Reduce Opioids Prescribed at Discharge. J Pediatr Orthop 2022; 42:e83-e90. [PMID: 34560763 DOI: 10.1097/bpo.0000000000001974] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND Data regarding opioid prescribing patterns following pediatric orthopaedic procedures is limited. The aim of this work was to evaluate the effects of tiered guidelines for discharge opioid prescriptions following common pediatric orthopaedic procedures. METHODS Quality improvement project conducted at a single academic institution. Guidelines for discharge opioid prescriptions were implemented January 2018 and established 4 tiers of increasing invasiveness for 28 common pediatric orthopaedic procedures. Patients who underwent these procedures in 2017 comprised the preguideline cohort (N=258), while patients treated in 2019 comprised the postguideline cohort (N=212). Opioid prescriptions were reported as oral morphine equivalents (OMEs). Univariate tests were performed to assess statistically significant differences before and after implementation of the guidelines. RESULTS There was a significant decrease in OME prescribed between preguideline and postguideline cohorts (median OME 97.5 vs. 37.5). When analyzed according to procedure tiers, tiers 1, 2, and 4 showed significant decreases in OME prescribed between 2017 and 2019. The rate of no opioids prescribed at discharge increased from 13% to 23% between preguideline and postguideline cohorts. The 30-day refill rate did not significantly change. After implementation of guidelines, 91% of all prescriptions were within the guideline parameters, and there was a significant reduction in prescription variability. In tier 4 procedures, median OME prescribed decreased from 375 preguideline to 188 postguideline, but was associated with greater opioid refills within 30 days of discharge (10.2% preguideline vs. 28.8% postguideline). CONCLUSIONS Tiered guidelines for discharge opioid prescriptions following pediatric orthopaedic procedures can significantly decrease the quantity of opioids prescribed. Furthermore, we noted excellent adherence and no overall increase in the rates of narcotic refills. Such guidelines may improve pediatric orthopaedists' ability to responsibly treat postoperative pain while limiting the distribution of unneeded opioids. LEVEL OF EVIDENCE Level IV-quality improvement project.
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Affiliation(s)
| | | | - Daniel S Ubl
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN
| | | | | | | | - Elizabeth B Habermann
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN
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Zero Patient-controlled Analgesia is an Achievable Target for Postoperative Rapid Recovery Management of Adolescent Idiopathic Scoliosis Patients. Spine (Phila Pa 1976) 2021; 46:1448-1454. [PMID: 34618705 DOI: 10.1097/brs.0000000000004062] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective review. OBJECTIVE The objective of this study was to report on one institution's use of single bolus micro-dose intrathecal morphine as part of a rapid recovery pathway during posterior spinal fusion (PSF) for adolescent idiopathic scoliosis (AIS) and its comparison to patients whose pain was controlled with patient-controlled analgesia (PCA). SUMMARY OF BACKGROUND DATA Narcotic substance addiction has risen across all patient populations, including pediatrics. Narcotics have been historically used in complex spine surgeries as a measure of pain control, predominantly provided as PCA and additional take-home medication. METHODS AIS patients undergoing PSF from 2015 to 2019 were reviewed. In 2018, we instituted a standardized rapid recovery pathway for scoliosis patients undergoing PSF utilizing micro-dose intrathecal morphine (ITM-RRP). Before this, traditional protocol with PCA was used for postoperative management. Perioperative data, morphine consumption and prescription refill requests were compared. RESULTS There were 373 AIS patients total in this study, of which 250 patients were in the PCA group and 123 in the ITM-RRP Group. Preoperative Cobb angles (P = 0.195), as well as levels fused (P = 0.481) and body mass index (P = 0.075) were similar. 69.4% of ITM-RRP patients had a length of stay ≤3 days, significantly >11.6% of PCA patients (P < 0.001). ITM-RRP patients began ambulating significantly earlier with 84.6% patients out of bed by postoperative day 1 versus 8% PCA patients (P < 0.001). Additionally, ITM-RRP patients had significantly lower VAS pain scores with activity and earlier initial bowel movements (P < 0.001).Postoperative emesis was similar (P = 0.11). No patients had pruritus, respiratory depression, or required supplemental oxygenation. CONCLUSION This is the first study to show that a rapid recovery protocol utilizing single micro-dose ITM with oral analgesics have adequate recovery, significantly better postoperative pain control and superior perioperative outcomes to traditional protocols using PCA in the AIS population following PSF.Level of Evidence: 3.
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Johnson MA, Andras LM, Andras LE, Ellington MD, Upasani VV, Shah AS. What's New in Pain Management for Pediatric Orthopaedic Surgery. J Pediatr Orthop 2021; 41:e923-e928. [PMID: 34469397 DOI: 10.1097/bpo.0000000000001956] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND Improving pain control and decreasing opioid prescription and usage continue to be emphasized across both pediatric and adult populations. The purpose of this review is to provide a comprehensive assessment of recent literature and highlight new advancements pertaining to pain control in pediatric orthopaedic surgery. METHODS An electronic search of the PubMed database was performed for keywords relating to perioperative pain management of pediatric orthopaedic surgery. Search results were filtered by publication date for articles published between January 1, 2015 and December 1, 2020 and yielded 404 papers. RESULTS A total of 32 papers were selected for review based upon new findings and significant contributions in the following categories: risk factors for increased opioid usage, opioid overprescribing and disposal, nonpharmacologic interventions, nonsteroidal anti-inflammatory drugs, peripheral nerve blocks, spine surgery specific considerations, surgical pathway modifications, and future directions. CONCLUSIONS There have been many advances in pain management for pediatric patients following orthopaedic surgery. Rapid recovery surgical care pathways are associated with shorter length of stay and improved pain control in pediatric spine surgery. Opioid overprescribing continues to be common and information regarding safe opioid disposal practices should be routinely provided for pediatric patients undergoing surgery. LEVEL OF EVIDENCE Level IV-literature review.
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Affiliation(s)
- Mitchell A Johnson
- Division of Orthopedic Surgery, Children's Hospital of Philadelphia
- Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | | | | | - Matthew D Ellington
- Department of Surgery and Perioperative Care, Dell Medical School, University of Texas, Austin, TX
| | | | - Apurva S Shah
- Division of Orthopedic Surgery, Children's Hospital of Philadelphia
- Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
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O'Neill NP, Hedequist DJ, Glotzbecker M, Cook D, Yang T, McCann ME, Chacko S, Cravero J, Hresko MT. Performing Multiple Posterior Spinal Fusions in 1 Day: A Comparison of Perioperative Outcomes Between Morning and Afternoon Cases. J Pediatr Orthop 2021; 41:e722-e726. [PMID: 34334697 DOI: 10.1097/bpo.0000000000001893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND High-volume centers for idiopathic scoliosis (IS) have difficulty in scheduling posterior spinal fusions (PSFs) due to operating room availability, particularly during school vacation. A solution is for 1 surgeon to perform 2 PSF cases back-to-back. This study aims to compare morning and afternoon PSF cases performed by the same surgeon for perioperative outcomes. METHODS A retrospective review of PSF cases for IS that occurred on the same day as another PSF by the same surgeon between January 2013 and December 2019 was conducted. Perioperative outcomes included surgical time, estimated blood loss, length of stay, and inpatient opioid consumption normalized by the patient's weight. Postoperative outcomes included complications, revision rate, curve correction, and patient-reported outcomes using the Scoliosis Research Society-30. RESULTS A total of 95 patients (87% female), mean age 15.6 years, were analyzed, with 48 morning cases and 47 afternoon cases. The median follow-up was 1.9 years (range: 0.3 to 6.1 y). Tests for equivalency determined equivalence in median anesthesia and mean surgical duration (P=0.05). The groups had similar initial curve correction (P=0.43) and rate of complications at 90 days postoperative (2 in each group for a total of 4 complications). No significant differences were seen between Scoliosis Research Society-30 scores at 6 months or in those who have reached 2 years postoperative. CONCLUSIONS Little literature exists on the safety of a surgeon performing 2 PSF cases in 1 day, particularly in regard to pain outcomes, 30- and 90-day complication rates, and quality of life measures. This study indicates that few differences in safety, pain, and quality of life outcomes may appear between morning and afternoon PSF cases. LEVEL OF EVIDENCE Level II.
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Affiliation(s)
| | | | | | | | - Troy Yang
- Anesthesiology, Boston Children's Hospital
| | - Mary E McCann
- Anesthesiology, Boston Children's Hospital
- Harvard Medical School, Boston, MA
| | - Sabeena Chacko
- Anesthesiology, Boston Children's Hospital
- Harvard Medical School, Boston, MA
| | - Joseph Cravero
- Anesthesiology, Boston Children's Hospital
- Harvard Medical School, Boston, MA
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Machine Learning Algorithms Predict Prolonged Opioid Use in Opioid-Naïve Primary Hip Arthroscopy Patients. JOURNAL OF THE AMERICAN ACADEMY OF ORTHOPAEDIC SURGEONS GLOBAL RESEARCH AND REVIEWS 2021; 5:e21.00093-8. [PMID: 34032690 PMCID: PMC8154386 DOI: 10.5435/jaaosglobal-d-21-00093] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Accepted: 04/16/2021] [Indexed: 12/28/2022]
Abstract
Introduction: Excessive opioid use after orthopaedic surgery procedures remains a concern because it may result in increased morbidity and imposes a financial burden on the healthcare system. The purpose of this study was to develop machine learning algorithms to predict prolonged opioid use after hip arthroscopy in opioid-naïve patients. Methods: A registry of consecutive hip arthroscopy patients treated by a single fellowship-trained surgeon at one large academic and three community hospitals between January 2012 and January 2017 was queried. All patients were opioid-naïve and therefore had no history of opioid use before surgery. The primary outcome was prolonged postoperative opioid use, defined as patients who requested one or more opioid prescription refills postoperatively. Recursive feature elimination was used to identify the combination of variables that optimized model performance from an initial pool of 17 preoperative features. Five machine learning algorithms (stochastic gradient boosting, random forest, support vector machine, neural network, and elastic-net penalized logistic regression) were trained using 10-fold cross-validation five times and applied to an independent testing set of patients. These algorithms were assessed by calibration, discrimination, Brier score, and decision curve analysis. Results: A total of 775 patients were included, with 141 (18.2%) requesting and using one or more opioid refills after primary hip arthroscopy. The stochastic gradient boosting model achieved the best performance (c-statistic: 0.75, calibration intercept: −0.02, calibration slope: 0.88, and Brier score: 0.13). The five most important variables in predicting prolonged opioid use were the preoperative modified ones: Harris hip score, age, BMI, preoperative pain level, and worker's compensation status. The final algorithm was incorporated into an open-access web application available here: https://orthoapps.shinyapps.io/HPRG_OpioidUse/. Conclusions: Machine learning algorithms demonstrated good performance for predicting prolonged opioid use after hip arthroscopy in opioid-naïve patients. External validation of this algorithm is necessary to confirm the predictive ability and performance before use in clinical settings.
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Zhong H, Ladenhauf HN, Wilson LA, Liu J, DelPizzo KR, Poeran J, Memtsoudis SG. Persistent opioid use after surgical treatment of paediatric fracture. Br J Anaesth 2021; 126:1192-1199. [PMID: 33640119 DOI: 10.1016/j.bja.2020.12.044] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 12/03/2020] [Accepted: 12/07/2020] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND The opioid epidemic is one of the most pressing public health crises in the USA. With fractures being amongst the most common reasons for a child to require surgical intervention and receive post-surgical pain management, characterisation of opioid prescription patterns and risk factors is critical. We hypothesised that the numbers of paediatric patients receiving opioids, or who developed persistent opioid use, are significant, and a number of risk factors for persistent opioid use could be identified. METHODS We conducted a retrospective population-based cohort study. National claims data from the Truven Health Analytics® MarketScan database were used to (i) characterise opioid prescription patterns and (ii) describe the epidemiology and risk factors for single use and persistent use of opioids amongst paediatric patients who underwent surgical intervention for fracture treatment. RESULTS Amongst 303 335 patients, 21.5% received at least one opioid prescription within 6 months after surgery, and 1671 (0.6%) developed persistent opioid use. Risk factors for persistent opioid use include older age; female sex; lower extremity trauma; surgeries involving the spine, rib cage, or head; closed fracture treatment; earlier surgery years; previous use of opioid; and higher comorbidity burden. CONCLUSIONS Amongst a cohort of paediatric patients who underwent surgical fracture treatment, 21.5% filled at least one opioid prescription, and 0.6% (N=1671) filled at least one more opioid prescription between 3 and 6 months after surgery. Understanding risk factors related to persistent opioid use can help clinicians devise strategies to counter the development of persistent opioid use for paediatric patients.
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MESH Headings
- Adolescent
- Age Factors
- Analgesics, Opioid/administration & dosage
- Analgesics, Opioid/adverse effects
- Child
- Child, Preschool
- Databases, Factual
- Drug Administration Schedule
- Drug Prescriptions
- Drug Utilization
- Female
- Fracture Fixation/adverse effects
- Fractures, Bone/surgery
- Humans
- Infant
- Infant, Newborn
- Male
- Pain, Postoperative/diagnosis
- Pain, Postoperative/etiology
- Pain, Postoperative/prevention & control
- Practice Patterns, Physicians'
- Retrospective Studies
- Risk Assessment
- Risk Factors
- Time Factors
- Treatment Outcome
- United States
- Young Adult
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Affiliation(s)
- Haoyan Zhong
- Department of Anesthesiology, Critical Care & Pain Management, Hospital for Special Surgery, New York, NY, USA
| | - Hannah N Ladenhauf
- Department of Paediatric and Adolescent Surgery, Paracelsus Medical University, Salzburg, Austria
| | - Lauren A Wilson
- Department of Anesthesiology, Critical Care & Pain Management, Hospital for Special Surgery, New York, NY, USA
| | - Jiabin Liu
- Department of Anesthesiology, Critical Care & Pain Management, Hospital for Special Surgery, New York, NY, USA; Department of Anesthesiology, Weill Cornell Medicine, New York, NY, USA
| | - Kathryn R DelPizzo
- Department of Anesthesiology, Critical Care & Pain Management, Hospital for Special Surgery, New York, NY, USA; Department of Anesthesiology, Weill Cornell Medicine, New York, NY, USA
| | - Jashvant Poeran
- Institute for Healthcare Delivery Science, Department of Population Health Science & Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Stavros G Memtsoudis
- Department of Anesthesiology, Critical Care & Pain Management, Hospital for Special Surgery, New York, NY, USA; Department of Anesthesiology, Weill Cornell Medicine, New York, NY, USA; Department of Anesthesiology, Perioperative Medicine and Intensive Care Medicine, Paracelsus Medical University, Salzburg, Austria; Department of Health Policy and Research, Weill Cornell Medical College, New York, NY, USA.
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14
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Methadone-based Multimodal Analgesia Provides the Best-in-class Acute Surgical Pain Control and Functional Outcomes With Lower Opioid Use Following Major Posterior Fusion Surgery in Adolescents With Idiopathic Scoliosis. Pediatr Qual Saf 2020; 5:e336. [PMID: 32766507 PMCID: PMC7392616 DOI: 10.1097/pq9.0000000000000336] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Accepted: 06/25/2020] [Indexed: 12/16/2022] Open
Abstract
Introduction: Posterior spinal fusion for idiopathic scoliosis is extremely painful, with no superior single analgesic modality. We introduced a methadone-based multimodal analgesia protocol, aiming to decrease the length of hospital stay (LOS), improve pain control, and decrease the need for additional opioids. Methods: We analyzed 122 idiopathic scoliosis patients with posterior instrumented spinal fusion. They were matched by age, sex, surgeon, and the number of levels fused before and after the implementation of the new protocol. This analysis included 61 controls (intrathecal morphine, gabapentin, intravenous opioids, and adjuncts) and 61 patients on the new protocol (scheduled methadone, methocarbamol, ketorolac/ibuprofen, acetaminophen, and oxycodone with intravenous opioids as needed). The primary outcome was LOS. Secondary outcomes included pain scores, total opioid use (morphine milligram equivalents), time to a first bowel movement, and postdischarge phone calls. Results: New protocol patients were discharged earlier (median LOS, 2 days) compared with control patients (3 days; P < 0.001). Total inpatient morphine consumption was lower in the protocol group (P < 0.001). Pain scores were higher in the protocol group on the day of surgery, similar on postoperative day (POD) 1, and lower by POD 2 (P = 0.01). The new protocol also reduced the median time to first bowel movement (P < 0.001), and the number of postdischarge pain-related phone calls (P < 0.006). Conclusion: Methadone-based multimodal analgesia resulted in significantly lower LOS compared with the conventional regimen. It also provided improved pain control, reduced total opioid consumption, and early bowel movement compared with the control group.
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15
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Risk Factors for Prolonged Postoperative Opioid Use After Spinal Fusion for Adolescent Idiopathic Scoliosis. J Pediatr Orthop 2019; 39:e729. [PMID: 31503239 DOI: 10.1097/bpo.0000000000001177] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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16
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Khazi ZM, Lu Y, Shamrock AG, Duchman KR, Westermann RW, Wolf BR. Opioid use following shoulder stabilization surgery: risk factors for prolonged use. J Shoulder Elbow Surg 2019; 28:1928-1935. [PMID: 31401129 DOI: 10.1016/j.jse.2019.05.026] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2019] [Revised: 05/10/2019] [Accepted: 05/13/2019] [Indexed: 02/01/2023]
Abstract
HYPOTHESIS The purpose of this study was to determine the rate of opioid use before and after shoulder stabilization surgery for instability due to recurrent dislocation and assess patient factors associated with prolonged opioid use postoperatively. METHODS Patients undergoing primary shoulder stabilization procedures for shoulder instability due to recurrent dislocation were accessed from the Humana administrative claims database. Patients were categorized as those who filled 1 or more opioid prescriptions within 1 month, those who filled opioid prescriptions between 1 and 3 months, and those who never filled opioid prescriptions before surgery. Rates of opioid use were evaluated preoperatively and longitudinally tracked for each group. Multiple binomial logistic regression analysis was used to identify factors associated with opioid use at 3 months and 1 year after surgery. RESULTS Overall, 4802 patients (45.9% opioid naive) underwent shoulder stabilization surgery for shoulder instability during the study period. Rates of opioid use significantly declined after the first postoperative month; however, at 1 year, the rate of opioid use was significantly greater in patients who filled opioid prescriptions preoperatively (13.4% vs. 1.9%, P < .0001). Filling opioid prescriptions 1 to 3 months prior to surgery was the strongest risk factor for opioid use at 1 year after surgery. CONCLUSIONS Patients who were prescribed opioids 1 to 3 months before surgery had the highest risk of prolonged opioid use following surgery. Obesity, tobacco use, and a preoperative diagnosis of fibromyalgia were independently associated with prolonged opioid use following surgery.
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Affiliation(s)
- Zain M Khazi
- Department of Orthopedics and Rehabilitation, University of Iowa Hospitals and Clinics, Iowa City, IA, USA
| | - Yining Lu
- Division of Sports Medicine, Midwest Orthopedics at Rush, Rush University Medical Center, Chicago, IL, USA
| | - Alan G Shamrock
- Department of Orthopedics and Rehabilitation, University of Iowa Hospitals and Clinics, Iowa City, IA, USA
| | - Kyle R Duchman
- Department of Orthopedics and Rehabilitation, University of Iowa Hospitals and Clinics, Iowa City, IA, USA
| | - Robert W Westermann
- Department of Orthopedics and Rehabilitation, University of Iowa Hospitals and Clinics, Iowa City, IA, USA
| | - Brian R Wolf
- Department of Orthopedics and Rehabilitation, University of Iowa Hospitals and Clinics, Iowa City, IA, USA.
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17
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Majchrzak M, Brzecka A, Daroszewski C, Błasiak P, Rzechonek A, Tarasov VV, Chubarev VN, Kurinnaya AS, Melnikova TI, Makhmutova A, Klochkov SG, Somasundaram SG, Kirkland CE, Aliev G. Increased Pain Sensitivity in Obese Patients After Lung Cancer Surgery. Front Pharmacol 2019; 10:626. [PMID: 31258474 PMCID: PMC6586739 DOI: 10.3389/fphar.2019.00626] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2019] [Accepted: 05/15/2019] [Indexed: 12/13/2022] Open
Abstract
Background: Obesity and cancer are recognized worldwide health threats. While there is no reported causal relationship, the increasing frequency of both conditions results in a higher incidence of obese patients who are being treated for cancer. Physiological data indicate that there is a relationship between obesity and susceptibility to pain; however, currently, there are no specific pharmacological interventions. Objective: To evaluate the self-reported intensity of postoperative pain in obese and nonobese lung cancer who receive either thoracotomy or video-assisted thoracic surgery (VATS) surgical therapy. Material and Methods: In 50 obese [mean body mass index (BMI) of 34.1 ± 3.2 kg/m2] and 62 nonobese (mean BMI of 24.9 ± 3 kg/m2) lung cancer patients, the intensity of pain was estimated every 4 h using a visual analog scale (VAS, 0 indicating no pain and 10 indicating “worst imaginable pain”) beginning shortly after surgery (Day O) and continuing until the day of discharge (Day D). Results: The self-reported pain was more severe in obese than in nonobese patients, both at the time of the operation [Day O (4.5 ± 1.2 vs 3.4 ± 1.1; p < 0.0001)] and at the day of discharge [Day D (3.9 ± 1.4 vs 2.6 ± 0.9, p < 0.0001)]. This finding was consistent both in the patients after thoracotomy and after video-assisted thoracic surgery (VATS, p < 0.0001). The patients with severe pain shortly after surgery (VAS score >4) had significantly higher BMI (31.8 ± 5.6 kg/m2vs 28.8 ± 5.2 kg/m2, p < 0.01) and were hospitalized longer than the remaining patients (13.0 ± 13.6 days vs 9.5 ± 3.6 days, p < 0.05). Conclusion: The reported perception of pain in obese lung cancer patients is greater than in nonobese patients undergoing the same thoracic surgery. In obese patients, severe pain persisted longer. Pain management is an important consideration in the postoperative care of lung cancer patients, even more so with obese patients.
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Affiliation(s)
- Maciej Majchrzak
- Department of Thoracic Surgery, Medical University in Wroclaw, Wroclaw, Poland
| | - Anna Brzecka
- Department of Pulmonology and Lung Cancer, Medical University in Wroclaw, Wroclaw, Poland
| | - Cyryl Daroszewski
- Department of Pulmonology and Lung Cancer, Medical University in Wroclaw, Wroclaw, Poland
| | - Piotr Błasiak
- Department of Thoracic Surgery, Medical University in Wroclaw, Wroclaw, Poland
| | - Adam Rzechonek
- Department of Thoracic Surgery, Medical University in Wroclaw, Wroclaw, Poland
| | - Vadim V Tarasov
- Department of Pharmacology and Pharmacy, I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
| | - Vladimir N Chubarev
- Department of Pharmacology and Pharmacy, I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
| | - Anastasiya S Kurinnaya
- Department of Pharmacology and Pharmacy, I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
| | - Tatiana I Melnikova
- Department of Pharmacology and Pharmacy, I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
| | - Alfiya Makhmutova
- Institute of Physiologically Active Compounds, Russian Academy of Sciences, Chernogolovka, Russia
| | - Sergey G Klochkov
- Institute of Physiologically Active Compounds, Russian Academy of Sciences, Chernogolovka, Russia
| | - Siva G Somasundaram
- Department of Biological Sciences, Salem University, Salem, WV, United States
| | - Cecil E Kirkland
- Department of Biological Sciences, Salem University, Salem, WV, United States
| | - Gjumrakch Aliev
- Department of Pharmacology and Pharmacy, I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia.,Institute of Physiologically Active Compounds, Russian Academy of Sciences, Chernogolovka, Russia.,GALLY International Biomedical Research Institute, San Antonio, TX, United States
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18
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Do Overweight Adolescent Idiopathic Scoliosis (AIS) Patients Have an Increased Perioperative Risk for Posterior Spinal Fusion (PSF) Surgery?: A Propensity Score Matching Analysis of 374 AIS Patients. Spine (Phila Pa 1976) 2019; 44:389-396. [PMID: 30153211 DOI: 10.1097/brs.0000000000002853] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN A retrospective study. OBJECTIVE The aim of this study was to compare the perioperative outcome of posterior spinal fusion (PSF) between overweight (OW) adolescent idiopathic scoliosis (AIS) patients and the healthy-weight (HW) patients using propensity score matching analysis. SUMMARY OF BACKGROUND DATA Obesity was found to increase postoperative surgical complications compared with the nonobese group. In scoliosis correction surgery, association of OW and perioperative risks had been explored, but most studies were retrospective in nature. METHODS From 374 patients, two comparable groups were matched using propensity score matching analysis with one-to-one nearest neighbor matching and a caliper of 0.2. There were 46 HW and OW patients in each group. The main outcome measures were intraoperative blood loss, use of allogeneic blood transfusion, operative time, duration of hospital stay post-surgery, total patient-controlled analgesia (PCA) morphine usage, perioperative complications, side bending flexibility (SBF), and correction rate (%). RESULTS The mean age was 13.3 ± 1.7 and 13.2 ± 1.7 years for HW and OW groups, respectively. The majority of the patients were Lenke 1 curves; 32.6% (HW) and 26.1% (OW) with an average Cobb angle of 69.0 ± 19.1° and 68.8 ± 18.4° for each group, respectively. The two groups were comparable. The operation time was 145.2 ± 42.2 and 154.4 ± 48.3 minutes for HW and OW groups, respectively (P > 0.05). The intraoperative blood loss was almost similar in both groups; 955.1 ± 497.7 mL (HW group) and 1011.8 ± 552.7 mL (OW group) (P > 0.05). Total PCA morphine used was higher in OW group (30.4 ± 22.7 mg) than in the HW group (16.2 ± 11.3 mg). No complication was observed in HW group, while in OW group, one patient (2.2%) developed intraoperative seizure. CONCLUSION OW AIS patients (≥85th percentile) had similar mean operative time, intraoperative blood loss, allogeneic transfusion rate, length of stay, and perioperative complications compared with HW AIS patients. LEVEL OF EVIDENCE 3.
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Opioid Dependence and Health Care Utilization After Decompression and Fusion in Patients With Adult Degenerative Scoliosis. Spine (Phila Pa 1976) 2019; 44:280-290. [PMID: 30015717 DOI: 10.1097/brs.0000000000002794] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective study. OBJECTIVE To identify factors associated with opioid dependence after surgery for adult degenerative scoliosis (ADSc). SUMMARY OF BACKGROUND DATA Opioid epidemic is of prodigious concern throughout the United States. METHODS Data was extracted using national MarketScan database (2000-2016). Opioid dependence was defined as continued opioid use or >10 opioid prescriptions for 1 year either before or 3 to 15 months after the procedure. Patients were segregated into four groups based on opioid dependence before and postsurgery: NDND (before nondependent who remain non-dependent), NDD (before nondependent who become dependent), DND (before dependent who become non-dependent) and DD (before dependent who remain dependent). Outcomes were discharge disposition, length of stay, complications, and healthcare resource utilization. RESULTS Approximately, 35.82% (n = 268) of patients were identified to have opioid dependence before surgery and 28.34% (n = 212) were identified to have opioid dependence after surgery for ADSc. After surgical fusion for ADSc, patients were twice likely to become opioid independent than they were to become dependent (13.77% vs. 6.28%, OR: 2.191, 95% CI: 21.552-3.094; P < 0.0001). Before opioid dependence (RR: 14.841; 95% CI: 9.867, 22.323; P < 0.0001) was identified as a significant predictor of opioid dependence after surgery for ADSc. In our study, 57.9%, 6.28%, 13.77%, and 22.06% of patients were in groups NDND, NDD, DND, and DD respectively. DD and NDD were likely to incur 3.03 and 2.28 times respectively the overall costs compared with patients' ingroup NDND (P < 0.0001), at 3 to 15 months postsurgery (median $21648 for NDD; $40,975 for DD; and $ 13571 for NDND groups). CONCLUSION Surgery for ADSc was not associated with increased likelihood of opioid dependence, especially in opioid naïve patients. Patients on regular opiate treatment before surgery were likely to remain on opiates after surgery. Patients who continued to be opioid dependent or become dependent after surgery incur significantly higher healthcare utilization at 3 and 3 to 15 months. LEVEL OF EVIDENCE 4.
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