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Chua KP, Brummett CM, Ng S, Bohnert ASB. Association Between Receipt of Overlapping Opioid and Benzodiazepine Prescriptions From Multiple Prescribers and Overdose Risk. JAMA Netw Open 2021; 4:e2120353. [PMID: 34374769 PMCID: PMC8356065 DOI: 10.1001/jamanetworkopen.2021.20353] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
IMPORTANCE The receipt of overlapping opioid and benzodiazepine prescriptions is associated with increased overdose risk. It is unknown whether this increase in risk varies when overlapping prescriptions are written by multiple prescribers vs 1 prescriber. OBJECTIVE To evaluate the association between receipt of overlapping opioid and benzodiazepine prescriptions from multiple prescribers and overdose risk. DESIGN, SETTING, AND PARTICIPANTS This cohort study was conducted using 2017 to 2018 claims from the Optum deidentified Clinformatics Data Mart. Participants were patients with private insurance or Medicare Advantage aged 12 years or older with overlapping opioid and benzodiazepine prescriptions. Data were analyzed from March through November 2020. EXPOSURES For each patient, person-days on which opioid and benzodiazepine prescriptions overlapped were identified. The exposure was whether these prescriptions were written by multiple prescribers vs 1 prescriber. MAIN OUTCOMES AND MEASURES The outcome was a treated overdose, defined as the occurrence of 1 or more claims containing a diagnosis code for opioid or benzodiazepine poisoning on a person-day of opioid-benzodiazepine overlap. The association between exposure and outcome at the person-day level was estimated using logistic regression, controlling for opioid and benzodiazepine prescribing patterns, demographics, and comorbidities. The average marginal effect (AME) of the exposure, defined as the absolute difference in the probability of a treated overdose if all person-days of overlap involved prescriptions from multiple prescribers vs 1 prescriber, was calculated. RESULTS Among 529 053 patients, the mean (SD) age was 61.2 (15.6) years and 350 857 (66.3%) were female patients. Mean (SD) follow-up was 198.7 (249.8) days. During follow-up, overdose occurred on 1 or more person-days of opioid-benzodiazepine overlap for 2288 patients (0.4%, or 1 in 231 patients). There were 52 989 316 person-days of opioid-benzodiazepine overlap. Among 19 895 457 person-days (37.5%) involving prescriptions from multiple prescribers, there were 1390 overdoses (7.0 per 100 000 person-days), and among 33 093 859 person-days (62.5%) involving prescriptions from 1 prescriber, there were 1302 overdoses (3.9 per 100 000 person-days). Overdose risk was increased 1.8-fold (95% CI, 1.6-1.9) on person-days of overlap involving prescriptions from multiple prescribers vs 1 prescriber. The association between multiple prescribers and increased risk of overdose persisted in adjusted analyses (adjusted odds ratio, 1.20; 95% CI, 1.10-1.31; AME, 0.91 per 100 000 person-days of overlap; 95% CI, 0.46-1.37). CONCLUSIONS AND RELEVANCE This study found that among patients already at increased risk of overdose owing to concurrent treatment with opioids and benzodiazepines, overdose risk was increased further when multiple prescribers were responsible for this treatment regimen compared with 1 prescriber. This increased risk was not fully accounted for by differences in prescribing patterns, demographics, or comorbidities. This finding suggests that other factors, such as poor care coordination, may be associated with the increase in risk.
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Chua KP, Kenney BC, Waljee JF, Brummett CM, Nalliah RP. Dental Opioid Prescriptions and Overdose Risk in Patients and Their Families. Am J Prev Med 2021; 61:165-173. [PMID: 33975766 PMCID: PMC8319034 DOI: 10.1016/j.amepre.2021.02.008] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 01/29/2021] [Accepted: 02/14/2021] [Indexed: 02/08/2023]
Abstract
INTRODUCTION It is unknown whether dental opioid prescriptions are associated with opioid overdose in patients or their family members, who may have access to patients' opioids. METHODS During July-October 2020, the 2011-2018 IBM MarketScan Dental, IBM MarketScan Commercial, and Medicaid Multi-State Databases were analyzed. Two analyses were conducted. In the patient analysis, dental procedures for privately and publicly insured patients aged 13-64 years were identified. The exposure was ≥1 initial prescription (dispensed opioid prescription within 3 days of the procedure). The association between the exposure and ≥1 overdose within 90 days of the procedure was evaluated using logistic regression. In the family analysis, procedures for privately insured patients in family plans were identified. The association between the exposure and ≥1 overdose in a family member within 90 days was evaluated using logistic regression. In both analyses, the average marginal effect of the exposure was calculated, representing the change in the probability of the outcome if all versus if no procedures were associated with ≥1 initial prescription. RESULTS The patient analysis included 8,544,098 procedures. When ≥1 initial prescription did and did not occur, the 90-day risk of overdose was 5.8 versus 2.2 per 10,000 procedures (average marginal effect=1.5, 95% CI=1.2, 1.8). The family analysis included 3,461,469 procedures. When ≥1 initial prescription did and did not occur, the 90-day risk of overdose in a family member was 1.7 versus 1.0 per 10,000 procedures (average marginal effect=0.4, 95% CI=0.1, 0.7). CONCLUSIONS Findings further highlight the importance of avoiding unnecessary dental opioid prescribing.
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Naik BI, Kuck K, Saager L, Kheterpal S, Domino KB, Posner KL, Sinha A, Stuart A, Brummett CM, Durieux ME, Vaughn MT, Pace NL. Practice Patterns and Variability in Intraoperative Opioid Utilization: A Report From the Multicenter Perioperative Outcomes Group. Anesth Analg 2021; 134:8-17. [PMID: 34291737 DOI: 10.1213/ane.0000000000005663] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
BACKGROUND Opioids remain the primary mode of analgesia intraoperatively. There are limited data on how patient, procedural, and institutional characteristics influence intraoperative opioid administration. The aim of this retrospective, longitudinal study from 2012 to 2016 was to assess how intraoperative opioid dosing varies by patient and clinical care factors and across multiple institutions over time. METHODS Demographic, surgical procedural, anesthetic technique, and intraoperative analgesia data as putative variables of intraoperative opioid utilization were collected from 10 institutions. Log parenteral morphine equivalents (PME) was modeled in a multivariable linear regression model as a function of 15 covariates: 3 continuous covariates (age, anesthesia duration, year) and 12 factor covariates (peripheral block, neuraxial block, general anesthesia, emergency status, race, sex, remifentanil infusion, major surgery, American Society of Anesthesiologists [ASA] physical status, non-opioid analgesic count, Multicenter Perioperative Outcomes Group [MPOG] institution, surgery category). One interaction (year by MPOG institution) was included in the model. The regression model adjusted simultaneously for all included variables. Comparison of levels within a factor were reported as a ratio of medians with 95% credible intervals (CrI). RESULTS A total of 1,104,324 cases between January 2012 and December 2016 were analyzed. The median (interquartile range) PME and standardized by weight PME per case for the study period were 15 (10-28) mg and 200 (111-347) μg/kg, respectively. As estimated in the multivariable model, there was a sustained decrease in opioid use (mean, 95% CrI) dropping from 152 (151-153) μg/kg in 2012 to 129 (129-130) μg/kg in 2016. The percent of variability in PME due to institution was 25.6% (24.8%-26.5%). Less opioids were prescribed in men (130 [129-130] μg/kg) than women (144 [143-145] μg/kg). The men to women PME ratio was 0.90 (0.89-0.90). There was substantial variability in PME administration among institutions, with the lowest being 80 (79-81) μg/kg and the highest being 186 (184-187) μg/kg; this is a PME ratio of 0.43 (0.42-0.43). CONCLUSIONS We observed a reduction in intraoperative opioid administration over time, with variability in dose ranging between sexes and by procedure type. Furthermore, there was substantial variability in opioid use between institutions even when adjusting for multiple variables.
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Brown CS, Osborne NH, Hu HM, Coleman D, Englesbe MJ, Waljee JF, Brummett CM, Vemuri C. Endovascular surgery is not protective against new persistent opioid use development compared to open vascular surgery. Vascular 2021; 30:728-738. [PMID: 34128428 DOI: 10.1177/17085381211024514] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
OBJECTIVE Endovascular techniques continue to be increasingly utilized to treat vascular disease, but the effect of these minimally invasive techniques on opioid use following surgery is not known. METHODS Using Medicare data, we identified opioid-naive patients undergoing vascular procedures between 2009 and 2017. We selected patients ≥65 years old with continuous enrollment 12 months before and 6 months after surgery and had no additional operations. We defined new persistent opioid use (NPOU) as one or more opioid prescription fills both between 4-90 and 91-180 days postoperatively. Multivariable regression was performed for risk adjustment, and frequencies of NPOU were estimated between endovascular and open techniques to compare surgical approach. RESULTS A total of 77,767 patients were identified, with 2.6% of all patients developing new persistent use. In addition to the identification of several risk factors for new persistent use, patients undergoing endovascular carotid or vertebral interventions were found to have higher adjusted frequencies of persistent use compared to those undergoing open interventions (3.0% vs. 1.8%, p < 0.001) as did those undergoing endovenous compared to open vein procedures (2.2%, vs. 1.6%, p = 0.019). We found no difference for peripheral vascular or aortic/iliac procedures. CONCLUSIONS Patients undergoing vascular surgery are at high risk for new persistent use. Undergoing endovascular carotid or venous surgery was associated with an increased risk of NPOU, whereas no differences were found between endovascular and open approaches for peripheral arterial or aortic disease.
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Hussain N, Brummett CM, Brull R, Alghothani Y, Moran K, Sawyer T, Abdallah FW. Efficacy of perineural versus intravenous dexmedetomidine as a peripheral nerve block adjunct: a systematic review. Reg Anesth Pain Med 2021; 46:704-712. [PMID: 33975918 DOI: 10.1136/rapm-2020-102353] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 04/03/2021] [Accepted: 04/05/2021] [Indexed: 12/31/2022]
Abstract
BACKGROUND Dexmedetomidine is an effective local anesthetic adjunct for peripheral nerve blocks. The intravenous route for administering dexmedetomidine has been suggested to be equally effective to the perineural route; but comparative evidence is conflicting. OBJECTIVES This evidence-based review evaluated trials comparing the effects of intravenous to perineural dexmedetomidine on peripheral nerve block characteristics in adult surgical patients. Our primary aim was to evaluate the durations of sensory and motor blockade. Duration of analgesia, onset times of sensory and motor blockade, analgesic consumption, rest pain, and dexmedetomidine-related adverse events were evaluated as secondary outcomes. EVIDENCE REVIEW We sought randomized trials comparing the effects of intravenous to perineural dexmedetomidine on peripheral nerve block characteristics. The Cochrane Risk of Bias tool and the Grades of Recommendation, Assessment, Development, and Evaluation criteria was used to evaluate the quality of evidence for when an outcome was reported by at least three studies. RESULTS Ten studies compared intravenous and perineural dexmedetomidine in the setting of upper extremity blocks (seven), lower extremity blocks (two), and truncal block (one). The doses of dexmedetomidine supplementing long-acting local anesthetics varied between a predetermined dose (50 μg) and a weight-based dose (0.5 μg/kg-1.0 μg/kg). Clinical diversity precluded quantitative pooling; and evidence is presented as a systematic review. Compared with the intravenous route, moderate quality evidence found that perineural dexmedetomidine prolonged the duration of sensory blockade in four of six trials and motor blockade in five of seven trials. Perineural dexmedetomidine also hastened the onset of sensory and motor blockade in three of six trials. No differences were reported for the remaining outcomes; and intravenous dexmedetomidine was not superior for any outcome in any of the trials. CONCLUSIONS Moderate quality evidence appears to suggest that intravenous dexmedetomidine is an inferior peripheral nerve block adjunct compared with perineural dexmedetomidine. Perineural dexmedetomidine is associated with longer durations and faster onset of sensory and motor blockade.
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Chua KP, Brummett CM, Bohnert A. Estimates From Heterogeneous Studies of Opioid-Related Morbidity. JAMA Pediatr 2021; 175:531-532. [PMID: 33523123 DOI: 10.1001/jamapediatrics.2020.5617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
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Albrecht E, Brummett CM. If you cannot measure it, you cannot improve it. Anaesthesia 2021; 76:1304-1307. [PMID: 33858036 DOI: 10.1111/anae.15480] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
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Chua KP, Hu HM, Waljee JF, Nalliah RP, Brummett CM. Persistent Opioid Use Associated With Dental Opioid Prescriptions Among Publicly and Privately Insured US Patients, 2014 to 2018. JAMA Netw Open 2021; 4:e216464. [PMID: 33861332 PMCID: PMC8052591 DOI: 10.1001/jamanetworkopen.2021.6464] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
This cohort study uses data from 3 MarketScan databases to compare the association of persistent opioid use with dental opioid prescriptions among publicly and privately insured patients in the United States from 2014 through 2018.
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Hur J, Tang S, Gunaseelan V, Vu J, Brummett CM, Englesbe M, Waljee J, Wiens J. Predicting postoperative opioid use with machine learning and insurance claims in opioid-naïve patients. Am J Surg 2021; 222:659-665. [PMID: 33820654 DOI: 10.1016/j.amjsurg.2021.03.058] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Revised: 03/11/2021] [Accepted: 03/23/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND The clinical impact of postoperative opioid use requires accurate prediction strategies to identify at-risk patients. We utilize preoperative claims data to predict postoperative opioid refill and new persistent use in opioid-naïve patients. METHODS A retrospective study was conducted on 112,898 opioid-naïve adult postoperative patients from Optum's de-identified Clinformatics® Data Mart database. Potential predictors included sociodemographic data, comorbidities, and prescriptions within one year prior to surgery. RESULTS Compared to linear models, non-linear models led to modest improvements in predicting refills - area under the receiver operating characteristics curve (AUROC) 0.68 vs. 0.67 (p < 0.05) - and performed identically in predicting new persistent use - AUROC = 0.66. Undergoing major surgery, opioid prescriptions within 30 days prior to surgery, and abdominal pain were useful in predicting refills; back/joint/head pain were the most important features in predicting new persistent use. CONCLUSIONS Preoperative patient attributes from insurance claims could potentially be useful in guiding prescription practices for opioid-naïve patients.
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Larach DB, Sahara MJ, As-Sanie S, Moser SE, Urquhart AG, Lin J, Hassett AL, Wakeford JA, Clauw DJ, Waljee JF, Brummett CM. Patient Factors Associated With Opioid Consumption in the Month Following Major Surgery. Ann Surg 2021; 273:507-515. [PMID: 31389832 PMCID: PMC7068729 DOI: 10.1097/sla.0000000000003509] [Citation(s) in RCA: 49] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
OBJECTIVE The aim of this study was to determine preoperative patient characteristics associated with postoperative outpatient opioid use and assess the frequency of postoperative opioid overprescribing. SUMMARY BACKGROUND DATA Although characteristics associated with inpatient opioid use have been described, data regarding patient factors associated with opioid use after discharge are lacking. This hampers the development of individualized approaches to postoperative prescribing. METHODS We included opioid-naïve patients undergoing hysterectomy, thoracic surgery, and total knee and hip arthroplasty in a single-center prospective observational cohort study. Preoperative phenotyping included self-report measures to assess pain severity, fibromyalgia survey criteria score, pain catastrophizing, depression, anxiety, functional status, fatigue, and sleep disturbance. Our primary outcome measure was self-reported total opioid use in oral morphine equivalents. We constructed multivariable linear-regression models predicting opioids consumed in the first month following surgery. RESULTS We enrolled 1181 patients; 1001 had complete primary outcome data and 913 had complete phenotype data. Younger age, non-white race, lack of a college degree, higher anxiety, greater sleep disturbance, heavy alcohol use, current tobacco use, and larger initial opioid prescription size were significantly associated with increased opioid consumption. Median total oral morphine equivalents prescribed was 600 mg (equivalent to one hundred twenty 5-mg hydrocodone pills), whereas median opioid consumption was 188 mg (38 pills). CONCLUSIONS In this prospective cohort of opioid-naïve patients undergoing major surgery, we found a number of characteristics associated with greater opioid use in the first month after surgery. Future studies should address the use of non-opioid medications and behavioral therapies in the perioperative period for these higher risk patients.
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Brummett CM, Evans-Shields J, England C, Kong AM, Lew CR, Henriques C, Zimmerman NM, Sun EC. Increased health care costs associated with new persistent opioid use after major surgery in opioid-naive patients. J Manag Care Spec Pharm 2021; 27:760-771. [PMID: 33624534 PMCID: PMC8177715 DOI: 10.18553/jmcp.2021.20507] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND: Opioid use after surgery is associated with increased health care utilization and costs. Although some studies show that surgical patients may later become persistent opioid users, data on the association between new persistent opioid use after surgery and health care utilization and costs are lacking. OBJECTIVE: To compare health care utilization and costs after major inpatient or METHODS: The IBM MarketScan Research databases were used to identify opioid-naive patients with major inpatient or outpatient surgeries and at least 1 year of continuous enrollment before and after this index surgery. Cohorts were stratified by new persistent opioid utilization status, setting of surgery (inpatient, outpatient), and payer (commercial, Medicare, Medicaid). Patients were considered new persistent opioid users if they had at least 1 opioid claim 4-90 days after index surgery and at least 1 opioid claim 91-180 days after index surgery. Patients with opioid prescription claims between 1 year and 15 days before their index event were excluded. Health care utilization and costs (excluding index surgery) were measured in the 1-year period after surgery. Predicted costs and cost ratios were estimated using multivariable log-linked gamma-family generalized linear models. RESULTS: In the inpatient cohorts, 827,583 commercial, 186,154 Medicare, and 104,734 Medicaid patients were included in the study, and the incidence of new persistent opioid use in these cohorts was 4.1%, 5.6%, and 7.1%, respectively. In the outpatient cohorts, 1,542,565 commercial, 390,876 Medicare, and 94,878 Medicaid patients were selected, with 2.0%, 1.5%, and 6.4% new persistent opioid use, respectively. Across all 3 payers in both surgical settings, patients with new persistent opioid use had a higher comorbidity burden and more use of concomitant medications in the baseline period. In the 1-year period after index surgery, patients with new persistent opioid use had more inpatient admissions, emergency department visits, and ambulance/paramedic service use than patients without persistent use, regardless of payer and setting. Patients with new persistent opioid use had approximately 5 times more opioid prescriptions and also had more nonopioid pharmacy claims than those without persistent use across all cohorts. After covariate adjustment, predicted 1-year total health care costs were significantly higher for patients with new persistent opioid use compared with those without persistent use for all comparisons (commercial inpatient: $29,499 vs. $11,798; Medicare inpatient: $34,455 vs. $21,313; Medicaid inpatient: $14,622 vs. $6,678; commercial outpatient: $18,751 vs. $7,517; Medicare outpatient ($26,411 vs. $13,577; Medicaid outpatient: $12,381 vs. $6,784; all P < 0.001). CONCLUSIONS: New persistent opioid use after major surgery in opioid-naive patients is associated with increased health care utilization and costs in the year after surgery across all surgical settings and payers. DISCLOSURES: Funding for this study was provided by Heron Therapeutics, which participated in analysis and interpretation of data, drafting, reviewing, and approving the publication. All authors contributed to the analysis and interpretation of the data and development of the publication and maintained control over the final content. England and Evans-Shields are employees of Heron Therapeutics. Kong, Lew, Zimmerman, and Henriques are employees of IBM Watson Health, which was compensated by Heron Therapeutics for conducting this research. Brummett is a paid consultant for Heron Therapeutics, Vertex Pharmaceuticals, and Alosa Health and provides expert testimony. He further reports receipt of research funding from MDHHS (Sub K Michigan Open), NIDA (Centralized Pain Opioid Non-Responsiveness R01 DA038261-05), NIH0DHHS-US-16 PAF 07628 (R01 NR017096-05), NIH-DHHS (P50 AR070600-05 CORT), NIH-DHHS-US (K23 DA038718-04), NIH-DHHS-US-16-PAF06270 (R01 HD088712-05), NIH-DHHS-US-17-PAF02680 (R01 DA042859-05), and UM Michigan Genomics Initiative and holds a patent for peripheral perineural dexmedetomidine. Sun reports funding from the National Institute on Drug Abuse (K08DA042314) as well as consulting fees from the Mission Lisa Foundation that are unrelated to this work.
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Chua KP, Hu HM, Waljee JF, Brummett CM, Nalliah RP. Opioid prescribing patterns by dental procedure among US publicly and privately insured patients, 2013 through 2018. J Am Dent Assoc 2021; 152:309-317. [PMID: 33637299 DOI: 10.1016/j.adaj.2021.01.001] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Revised: 11/11/2020] [Accepted: 01/06/2021] [Indexed: 10/22/2022]
Abstract
BACKGROUND It is unknown which procedures account for the most US dental opioid prescriptions. Moreover, few national studies have assessed opioid prescribing patterns for these procedures. These knowledge gaps impede the optimal targeting of dental opioid stewardship initiatives. METHODS The authors analyzed claims data from the 2013 through 2018 IBM MarketScan Dental, Commercial, and Medicaid Multi-State Databases. Patients aged 13 through 64 years undergoing 1 of 120 procedures were identified. "Initial prescriptions" were opioid prescriptions dispensed on the date of procedures to 3 days afterward. For the procedures accounting for the 5 highest proportions of initial prescriptions, the authors fitted linear regression models assessing trends in the probability of 1 or more initial prescriptions and mean total morphine milligram equivalents prescribed-a standardized measure of opioid amount. Regressions were adjusted for demographic characteristics and comorbidities. RESULTS The 9,482,976 procedures in the sample were associated with 2,721,688 initial prescriptions. Of these prescriptions, 5 procedures accounted for 95.2%: tooth extraction (65.2%), problem-focused limited oral evaluation (17.2%), endodontic therapy (8.4%), alveoloplasty (2.9%), and surgical implant services (1.5%). Among the 5 procedures, the median adjusted annual change in the probability of 1 or more initial prescriptions was -1.3 percentage points. The median adjusted annual change in mean total morphine milligram equivalents was -4.5 (roughly 1 pill containing 5 mg of hydrocodone). In 2018, 45.3% of tooth extractions resulted in 1 or more initial prescriptions. CONCLUSIONS Five procedures accounted for 95.2% of dental opioid prescriptions, and tooth extraction accounted for almost two-thirds of those. Opioid prescribing for tooth extractions is declining but remains common, despite the availability of equally effective nonopioid alternatives. PRACTICAL IMPLICATIONS Eliminating routine opioid prescribing for tooth extraction could reduce dental opioid exposure substantially.
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Wu KHH, Hornsby WE, Klunder B, Krause A, Driscoll A, Kulka J, Bickett-Hickok R, Fellows A, Graham S, Kaleba EO, Hayek SS, Shi X, Sutton NR, Douville N, Mukherjee B, Jamerson K, Brummett CM, Willer CJ. Exposure and risk factors for COVID-19 and the impact of staying home on Michigan residents. PLoS One 2021; 16:e0246447. [PMID: 33556117 PMCID: PMC7870003 DOI: 10.1371/journal.pone.0246447] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Accepted: 01/19/2021] [Indexed: 01/08/2023] Open
Abstract
COVID-19 has had a substantial impact on clinical care and lifestyles globally. The State of Michigan reports over 80,000 positive COVID-19 tests between March 1, 2020 and July 29, 2020. We surveyed 8,041 Michigan Medicine biorepository participants in late June 2020. We found that 55% of COVID-19 cases reported no known exposure to family members or to someone outside the house diagnosed with COVID-19. A significantly higher rate of COVID-19 cases were employed as essential workers (45% vs 19%, p = 9x10-12). COVID-19 cases reporting a fever were more likely to require hospitalization (categorized as severe; OR = 4.4 [95% CI: 1.6-12.5, p = 0.005]) whereas respondents reporting rhinorrhea was less likely to require hospitalization (categorized as mild-to-moderate; OR = 0.16 [95% CI: 0.04-0.73, p = 0.018]). African-Americans reported higher rates of being diagnosed with COVID-19 (OR = 4.0 [95% CI: 2.2-7.2, p = 5x10-6]), as well as higher rates of exposure to family or someone outside the household diagnosed with COVID-19, an annual household income < $40,000, living in rental housing, and chronic diseases. During the Executive Order in Michigan, African Americans, women, and the lowest income group reported worsening health behaviors and higher overall concern for the potential detrimental effects of the pandemic. The higher risk of contracting COVID-19 observed among African Americans may be due to the increased rates of working as essential employees, lower socioeconomic status, and exposure to known positive cases. Continued efforts should focus on COVID-19 prevention and mitigation strategies, as well as address the inequality gaps that result in higher risks for both short-term and long-term health outcomes.
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Sankarasubramanian V, Chiravuri S, Mirzakhalili E, Anaya CJ, Scott JR, Brummett CM, Clauw DJ, Patil PG, Harte SE, Lempka SF. Quantitative Sensory Testing of Spinal Cord and Dorsal Root Ganglion Stimulation in Chronic Pain Patients. Neuromodulation 2021; 24:672-684. [PMID: 33471409 DOI: 10.1111/ner.13329] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Revised: 10/17/2020] [Accepted: 11/10/2020] [Indexed: 12/17/2022]
Abstract
BACKGROUND/OBJECTIVES The physiological mechanisms underlying the pain-modulatory effects of clinical neurostimulation therapies, such as spinal cord stimulation (SCS) and dorsal root ganglion stimulation (DRGS), are only partially understood. In this pilot prospective study, we used patient-reported outcomes (PROs) and quantitative sensory testing (QST) to investigate the physiological effects and possible mechanisms of action of SCS and DRGS therapies. MATERIALS AND METHODS We tested 16 chronic pain patients selected for SCS and DRGS therapy, before and after treatment. PROs included pain intensity, pain-related symptoms (e.g., pain interference, pain coping, sleep interference) and disability, and general health status. QST included assessments of vibration detection theshold (VDT), pressure pain threshold (PPT) and tolerance (PPToL), temporal summation (TS), and conditioned pain modulation (CPM), at the most painful site. RESULTS Following treatment, all participants reported significant improvements in PROs (e.g., reduced pain intensity [p < 0.001], pain-related functional impairment [or pain interference] and disability [p = 0.001 for both]; better pain coping [p = 0.03], sleep [p = 0.002]), and overall health [p = 0.005]). QST showed a significant treatment-induced increase in PPT (p = 0.002) and PPToL (p = 0.011), and a significant reduction in TS (p = 0.033) at the most painful site, but showed no effects on VDT and CPM. We detected possible associations between a few QST measures and a few PROs. Notably, higher TS was associated with increased pain interference scores at pre-treatment (r = 0.772, p = 0.009), and a reduction in TS was associated with the reduction in pain interference (r = 0.669, p = 0.034) and pain disability (r = 0.690, p = 0.027) scores with treatment. CONCLUSIONS Our preliminary findings suggest significant clinical and therapeutic benefits associated with SCS and DRGS therapies, and the possible ability of these therapies to modulate pain processing within the central nervous system. Replication of our pilot findings in future, larger studies is necessary to characterize the physiological mechanisms of SCS and DRGS therapies.
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Cron DC, Tincopa MA, Lee JS, Waljee AK, Hammoud A, Brummett CM, Waljee JF, Englesbe MJ, Sonnenday CJ. Prevalence and Patterns of Opioid Use Before and After Liver Transplantation. Transplantation 2021; 105:100-107. [PMID: 32022738 PMCID: PMC7398834 DOI: 10.1097/tp.0000000000003155] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
BACKGROUND Opioid use in liver transplantation is poorly understood and has potential associated morbidity. METHODS Using a national data set of employer-based insurance claims, we identified 1257 adults who underwent liver transplantation between December 2009 and February 2015. We categorized patients based on their duration of opioid fills over the year before and after transplant admission as opioid-naive/no fills, chronic opioid use (≥120 d supply), and intermittent use (all other use). We calculated risk-adjusted prevalence of peritransplant opioid fills, assessed changes in opioid use after transplant, and identified correlates of persistent or increased opioid use posttransplant. RESULTS Overall, 45% of patients filled ≥1 opioid prescription in the year before transplant (35% intermittent use, 10% chronic). Posttransplant, 61% of patients filled an opioid prescription 0-2 months after discharge, and 21% filled an opioid between 10-12 months after discharge. Among previously opioid-naive patients, 4% developed chronic use posttransplant. Among patients with pretransplant opioid use, 84% remained intermittent or increased to chronic use, and 73% of chronic users remained chronic users after transplant. Pretransplant opioid use (risk factor) and hepatobiliary malignancy (protective) were the only factors independently associated with risk of persistent or increased posttransplant opioid use. CONCLUSIONS Prescription opioid use is common before and after liver transplant, with intermittent and chronic use largely persisting, and a small development of new chronic use posttransplant. To minimize the morbidity of long-term opioid use, it is critical to improve pain management and optimize opioid use before and after liver transplant.
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Eyrich NW, Sloss KR, Howard RA, Klueh MP, Englesbe MJ, Waljee JF, Brummett CM, Sabel MS, Dossett LA, Lee JS. Opioid prescribing exceeds consumption following common surgical oncology procedures. J Surg Oncol 2021; 123:352-356. [PMID: 33125747 PMCID: PMC7770117 DOI: 10.1002/jso.26272] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Revised: 09/24/2020] [Accepted: 10/11/2020] [Indexed: 11/10/2022]
Abstract
BACKGROUND AND OBJECTIVES Surgical oncology patients are vulnerable to persistent opioid use. As such, we aim to compare opioid prescribing to opioid consumption for common surgical oncology procedures. METHODS We prospectively identified patients undergoing common surgical oncology procedures at a single academic institution (August 2017-March 2018). Patients were contacted by telephone within 6 months of surgery and asked to report their opioid consumption and describe their discharge instructions and opioid handling practices. RESULTS Of the 439 patients who were approached via telephone, 270 completed at least one survey portion. The median quantity of opioid prescribed was significantly larger than consumed following breast biopsy (5 vs. 2 tablets of 5 mg oxycodone, p < .001), lumpectomy (10 vs. 2 tablets of 5 mg oxycodone, p < .001), and mastectomy or wide local excision (20 tablets vs. 2 tablets of 5 mg oxycodone, p < .001). The majority of patients reported receiving education on taking opioids, but only 27% received instructions on proper disposal; 82% of prescriptions filled resulted in unused opioids, and only 11% of these patients safely disposed of them. CONCLUSIONS This study demonstrates that opioid prescribing exceeds consumption following common surgical oncology procedures, indicating the potential for reductions in prescribing.
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Nielsen JB, Rom O, Surakka I, Graham SE, Zhou W, Roychowdhury T, Fritsche LG, Gagliano Taliun SA, Sidore C, Liu Y, Gabrielsen ME, Skogholt AH, Wolford B, Overton W, Zhao Y, Chen J, Zhang H, Hornsby WE, Acheampong A, Grooms A, Schaefer A, Zajac GJM, Villacorta L, Zhang J, Brumpton B, Løset M, Rai V, Lundegaard PR, Olesen MS, Taylor KD, Palmer ND, Chen YD, Choi SH, Lubitz SA, Ellinor PT, Barnes KC, Daya M, Rafaels N, Weiss ST, Lasky-Su J, Tracy RP, Vasan RS, Cupples LA, Mathias RA, Yanek LR, Becker LC, Peyser PA, Bielak LF, Smith JA, Aslibekyan S, Hidalgo BA, Arnett DK, Irvin MR, Wilson JG, Musani SK, Correa A, Rich SS, Guo X, Rotter JI, Konkle BA, Johnsen JM, Ashley-Koch AE, Telen MJ, Sheehan VA, Blangero J, Curran JE, Peralta JM, Montgomery C, Sheu WHH, Chung RH, Schwander K, Nouraie SM, Gordeuk VR, Zhang Y, Kooperberg C, Reiner AP, Jackson RD, Bleecker ER, Meyers DA, Li X, Das S, Yu K, LeFaive J, Smith A, Blackwell T, Taliun D, Zollner S, Forer L, Schoenherr S, Fuchsberger C, Pandit A, Zawistowski M, Kheterpal S, Brummett CM, Natarajan P, Schlessinger D, Lee S, Kang HM, Cucca F, Holmen OL, Åsvold BO, Boehnke M, Kathiresan S, Abecasis GR, Chen YE, Willer CJ, Hveem K. Loss-of-function genomic variants highlight potential therapeutic targets for cardiovascular disease. Nat Commun 2020; 11:6417. [PMID: 33339817 PMCID: PMC7749177 DOI: 10.1038/s41467-020-20086-3] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Accepted: 09/17/2020] [Indexed: 12/15/2022] Open
Abstract
Pharmaceutical drugs targeting dyslipidemia and cardiovascular disease (CVD) may increase the risk of fatty liver disease and other metabolic disorders. To identify potential novel CVD drug targets without these adverse effects, we perform genome-wide analyses of participants in the HUNT Study in Norway (n = 69,479) to search for protein-altering variants with beneficial impact on quantitative blood traits related to cardiovascular disease, but without detrimental impact on liver function. We identify 76 (11 previously unreported) presumed causal protein-altering variants associated with one or more CVD- or liver-related blood traits. Nine of the variants are predicted to result in loss-of-function of the protein. This includes ZNF529:p.K405X, which is associated with decreased low-density-lipoprotein (LDL) cholesterol (P = 1.3 × 10-8) without being associated with liver enzymes or non-fasting blood glucose. Silencing of ZNF529 in human hepatoma cells results in upregulation of LDL receptor and increased LDL uptake in the cells. This suggests that inhibition of ZNF529 or its gene product should be prioritized as a novel candidate drug target for treating dyslipidemia and associated CVD.
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Keller DS, Kenney BC, Harbaugh CM, Waljee JF, Brummett CM. A national evaluation of opioid prescribing and persistent use after ambulatory anorectal surgery. Surgery 2020; 169:759-766. [PMID: 33288211 DOI: 10.1016/j.surg.2020.11.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Revised: 10/28/2020] [Accepted: 11/02/2020] [Indexed: 02/06/2023]
Abstract
BACKGROUND Surgery is a common gateway to opioid-related morbidity. Ambulatory anorectal cases are common, with opioids widely prescribed, but there is limited data on their role in this crisis. We sought to determine prescribing trends, new persistent opioid use rates, and factors associated with new persistent opioid use after ambulatory anorectal procedures. METHODS The Optum Clinformatics claims database was analyzed for opioid-naïve adults undergoing outpatient hemorrhoid, fissure, or fistula procedures from January 1, 2010, to June 30, 2017. The main outcome measure was the rate of new persistent opioid use after anorectal cases. Secondary outcomes were annual rates of perioperative opioid fills and the prescription size over time (oral morphine equivalents). RESULTS A total of 23,426 cases were evaluated: 69.09% (n = 16,185) hemorrhoids, 24.29% (n = 5,690) fissures, and 6.45% (n = 1,512) fistulas. The annual rate of perioperative opioid fills decreased on average 1.2%/year, from 72% in 2010 to 66% in 2017 (P < .001). Prescribing rates were consistently highest for fistulas, followed by hemorrhoids, then fissures (P < .001). There was a significant reduction in prescription size (oral morphine equivalents) over the study period, with median oral morphine equivalents (interquartile range) of 280 (250-400) in 2010 and 225 (150-375) in 2017 (P < .0001). Overall, 2.1% (n = 499) developed new persistent opioid use. Logistic regression found new persistent opioid use was associated with additional perioperative opioid fills (odds ratio 3.92; 95% confidence interval: 2.92-5.27; P < .0001), increased comorbidity (odds ratio 1.15; confidence interval: 1.09-1.20; P < .00001), tobacco use (odds ratio 1.79; confidence interval: 1.37-2.36; P < .0001), and pain disorders (odds ratio, 1.49; confidence interval, 1.23-1.82); there was no significant association with procedure performed. CONCLUSION Over 2% of ambulatory anorectal procedures develop new persistent opioid use. Despite small annual reductions in opioid prescriptions, there has been little change in the amount prescribed. This demonstrates a need to develop and disseminate best practices for anorectal surgery, focusing on eliminating unnecessary opioid prescribing.
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Santosa KB, Lai YL, Oliver JD, Hu HM, Brummett CM, Englesbe MJ, Waljee JF. Preoperative Opioid Use and Mortality After Minor Outpatient Surgery. JAMA Surg 2020; 155:1169-1171. [PMID: 33084877 DOI: 10.1001/jamasurg.2020.3623] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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McAfee J, Boehnke KF, Moser SM, Brummett CM, Waljee JF, Bonar EE. Perioperative cannabis use: a longitudinal study of associated clinical characteristics and surgical outcomes. Reg Anesth Pain Med 2020; 46:137-144. [PMID: 33208521 DOI: 10.1136/rapm-2020-101812] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Revised: 10/11/2020] [Accepted: 10/13/2020] [Indexed: 12/13/2022]
Abstract
BACKGROUND Despite increases in cannabis use generally and for pain management, data regarding cannabis use in patients undergoing surgery are lacking. This study examined the prevalence of cannabis use among patients undergoing elective surgery and explored differences in clinical characteristics and surgical outcomes between cannabis users and non-cannabis users. METHODS This prospective study included 1335 adults undergoing elective surgery. Participants completed self-report questionnaires preoperative and at 3-month and 6-month postsurgery to assess clinical characteristics and surgical outcomes. RESULTS Overall, 5.9% (n=79) of patients reported cannabis use (53.2% medical, 19.0% recreational and 25.3% medical and recreational). On the day of surgery, cannabis users reported worse pain, more centralized pain symptoms, greater functional impairment, higher fatigue, greater sleep disturbances and more symptoms of anxiety and depression versus non-cannabis users (all p<0.01). Additionally, a larger proportion of cannabis users reported opioid (27.9%) and benzodiazepine use (19.0%) compared with non-cannabis users (17.5% and 9.2%, respectively). At 3 and 6 months, cannabis users continued to report worse clinical symptoms; however, both groups showed improvement across most domains (p≤0.05). At 6 months, the groups did not differ on surgical outcomes, including surgical site pain (p=0.93) or treatment efficacy (p=0.88). CONCLUSIONS Cannabis use is relatively low in this surgical population, yet cannabis users have higher clinical pain, poorer scores on quality of life indicators, and higher opioid use before and after surgery. Cannabis users reported similar surgical outcomes, suggesting that cannabis use did not impede recovery.
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Pierce J, Hassett A, Schneiderhan JR, Divers J, Brummett CM, McAfee J. Letter to the editor: response to Zheng et al. Reg Anesth Pain Med 2020; 46:463-464. [PMID: 33159008 DOI: 10.1136/rapm-2020-101911] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Accepted: 07/21/2020] [Indexed: 11/04/2022]
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Richer J, Hill HL, Wang Y, Yang ML, Hunker KL, Lane J, Blackburn S, Coleman DM, Eliason J, Sillon G, D’Agostino MD, Jetty P, Mongeon FP, Laberge AM, Ryan SE, Fendrikova-Mahlay N, Coutinho T, Mathis MR, Zawistowski M, Hazen SL, Katz AE, Gornik HL, Brummett CM, Abecasis G, Bergin IL, Stanley JC, Li JZ, Ganesh SK. A Novel Recurrent COL5A1 Genetic Variant Is Associated With a Dysplasia-Associated Arterial Disease Exhibiting Dissections and Fibromuscular Dysplasia. Arterioscler Thromb Vasc Biol 2020; 40:2686-2699. [PMID: 32938213 PMCID: PMC7953329 DOI: 10.1161/atvbaha.119.313885] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
OBJECTIVE While rare variants in the COL5A1 gene have been associated with classical Ehlers-Danlos syndrome and rarely with arterial dissections, recurrent variants in COL5A1 underlying a systemic arteriopathy have not been described. Monogenic forms of multifocal fibromuscular dysplasia (mFMD) have not been previously defined. Approach and Results: We studied 4 independent probands with the COL5A1 pathogenic variant c.1540G>A, p.(Gly514Ser) who presented with arterial aneurysms, dissections, tortuosity, and mFMD affecting multiple arteries. Arterial medial fibroplasia and smooth muscle cell disorganization were confirmed histologically. The COL5A1 c.1540G>A variant is predicted to be pathogenic in silico and absent in gnomAD. The c.1540G>A variant is on a shared 160.1 kb haplotype with 0.4% frequency in Europeans. Furthermore, exome sequencing data from a cohort of 264 individuals with mFMD were examined for COL5A1 variants. In this mFMD cohort, COL5A1 c.1540G>A and 6 additional relatively rare COL5A1 variants predicted to be deleterious in silico were identified and were associated with arterial dissections (P=0.005). CONCLUSIONS COL5A1 c.1540G>A is the first recurring variant recognized to be associated with arterial dissections and mFMD. This variant presents with a phenotype reminiscent of vascular Ehlers-Danlos syndrome. A shared haplotype among probands supports the existence of a common founder. Relatively rare COL5A1 genetic variants predicted to be deleterious by in silico analysis were identified in ≈2.7% of mFMD cases, and as they were enriched in patients with arterial dissections, may act as disease modifiers. Molecular testing for COL5A1 should be considered in patients with a phenotype overlapping with vascular Ehlers-Danlos syndrome and mFMD.
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Harbaugh CM, Malani P, Solway E, Kirch M, Singer D, Englesbe MJ, Brummett CM, Waljee JF. Self-reported disposal of leftover opioids among US adults 50-80. Reg Anesth Pain Med 2020; 45:949-954. [PMID: 33024006 DOI: 10.1136/rapm-2020-101544] [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: 04/09/2020] [Revised: 08/30/2020] [Accepted: 09/02/2020] [Indexed: 12/24/2022]
Abstract
OBJECTIVE To test the association between self-reported opioid disposal education and self-reported disposal of leftover opioids among older adults. DESIGN Web-based survey from the National Poll on Healthy Aging (March 2018) using population-based weighting for nationally representative estimates. SUBJECTS Older adults aged 50-80 years who reported filling an opioid prescription within the past 2 years. METHODS Respondents were asked whether they received education from a prescriber or pharmacist on how to dispose of leftover opioids and whether they disposed of leftover opioids from recent prescriptions. The association between self-reported opioid disposal education and self-reported disposal of leftover opioids was estimated with multivariable logistic regression, testing for interactions with respondent demographics. RESULTS Among 2013 respondents (74% response rate), 596 (28.9% (26.8%-31.2%)) were prescribed opioids within the past 2 years. Education on opioid disposal was reported by 40.1% of respondents (35.8%-44.5%). Among 295 respondents with leftover medication, 19.0% (14.6%-24.5%) disposed of the leftover medications. Opioid disposal education was associated with a greater likelihood of self-reported disposal of leftover opioids among non-white respondents as compared with white non-Hispanic respondents (36.7% (16.8%-56.6%) vs 7.8% (0.1%-15.6%), p<0.01). CONCLUSIONS In this nationally representative survey, 49% had leftover opioids, yet only 20% of older adults reported disposal of leftover opioids. Opioid disposal education was variable in delivery, but was associated with disposal behaviors among certain populations. Strategies to promote disposal should integrate patient education on the risks of leftover opioid medications and explore additional barriers to accessing opioid disposal methods.
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Peahl AF, Morgan DM, Dalton VK, Zivin K, Lai YL, Hu HM, Langen E, Low LK, Brummett CM, Waljee JF, Bauer ME. New persistent opioid use after acute opioid prescribing in pregnancy: a nationwide analysis. Am J Obstet Gynecol 2020; 223:566.e1-566.e13. [PMID: 32217114 DOI: 10.1016/j.ajog.2020.03.020] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Revised: 03/04/2020] [Accepted: 03/15/2020] [Indexed: 01/08/2023]
Abstract
OBJECTIVE To evaluate the association between opioid prescribing during pregnancy and new persistent opioid use in the year following delivery. MATERIALS AND METHODS This nationwide retrospective cohort study included patients aged 12-55 years in Optum's deidentified Clinformatics Data Mart Database who were undergoing vaginal delivery or cesarean delivery from 2008 to 2016, with continuous enrollment from 2 years before birth to 1 year postdischarge. Women were included if they were opioid naive in pregnancy (ie, did not fill an opioid prescription 2 years to 9 months before delivery) and did not undergo a procedure within the year after discharge. The exposure was filling an opioid prescription in pregnancy. The primary outcome was new persistent opioid use, defined as a pharmacy claim for ≥1 opioid prescription between 4 and 90 days postdischarge and ≥1 prescription between 91 and 365 days postdischarge. Clinical and demographic covariates were included. Analyses included descriptive statistics and multivariable logistic regression, adjusting for clinical and demographic covariates. RESULTS Of 158,425 childbirths identified, 101,013 (63.8%) were by vaginal delivery and 57,412 (36.2%) cesarean delivery. Among all patients, 6.0% (9429) filled an opioid prescription during pregnancy. The factors associated with filling an opioid in pregnancy were having a nondelivery procedure in pregnancy (adjusted odds ratio, 9.60; 95% confidence interval, 8.81-10.47) and having an emergency room visit during pregnancy (adjusted odds ratio, 2.48; 95% confidence interval, 2.37-2.59). Of women who received an opioid in pregnancy, 4% (379) developed new persistent opioid use. The factors most associated with new persistent opioid use were receiving an opioid prescription during pregnancy (adjusted odds ratio, 3.45; 95% confidence interval, 3.04-3.92) and filling a peripartum opioid prescription (1 week prior to 3 days postdischarge) adjusted odds ratio, 2.28, 95% confidence interval (2.02-2.57). Though having a procedure during pregnancy was associated with increased receipt of an opioid prescription, it was also associated with reduced new persistent opioid use (adjusted odds ratio, 0.72; 95% confidence interval, 0.52-0.99). CONCLUSION Women who receive an opioid prescription during pregnancy are more likely to experience new persistent opioid use. Maternity care providers must balance pain management in pregnancy with potential risks of opioids.
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Santosa KB, Lai YL, Brummett CM, Oliver JD, Hu HM, Englesbe MJ, Blair EM, Waljee JF. Higher Amounts of Opioids Filled After Surgery Increase Risk of Serious Falls and Fall-Related Injuries Among Older Adults. J Gen Intern Med 2020; 35:2917-2924. [PMID: 32748343 PMCID: PMC7572978 DOI: 10.1007/s11606-020-06015-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2020] [Accepted: 06/25/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND Despite increasing numbers of older adults undergoing surgery and the known risks of opioids, little is known about the potential association between opioid prescribing and serious falls and fall-related injuries after surgery. OBJECTIVE To determine the incidence and risk factors of serious falls and fall-related injuries after elective, outpatient surgery. DESIGN Retrospective cohort study of 20% national sample of Medicare claims among beneficiaries ≥ 65 years of age with Medicare Part D claims and who underwent elective outpatient surgery from January 1, 2009, through December 31, 2014. PARTICIPANTS Opioid-naïve patients ≥ 65 years undergoing elective, minor, outpatient surgical procedures. The exposure was opioid prescription fills in the perioperative period (i.e., 30 days before up until 3 days after surgery) converted to total oral morphine equivalents (OME) over a period 30 days prior to and 30 days after surgery. MAIN MEASURES Serious falls and fall-related injuries within 30 days after surgery, examined through Poisson regression analysis with reported fall and fall-related injury rates adjusted for potential confounders. KEY RESULTS Among 44,247 opioid-naïve surgical patients, 76.3% filled an opioid prescription in the perioperative period. Overall, 0.62% of patients suffered a serious fall or fall-related injury within 30 days after surgery. Risk factors for serious falls or fall-related injuries after surgery included older age (80-84 years: RR 1.64, 95% CI 1.12-2.40; 85 years and older: RR 1.81, 95% CI 1.25-2.86), female sex (RR 3.04, 95% CI 2.29-4.05), Medicaid eligibility (RR 1.63, 95% CI 1.17-2.26), and higher amounts of opioids filled following surgery (≥ 225 OME: RR 2.29, 95% CI 1.72-3.07). CONCLUSIONS Serious falls after elective, outpatient surgery are uncommon, but correlated with age, sex, Medicaid eligibility, and the amount of opioids filled in the perioperative period. Judicious prescribing of opioids after surgery is paramount and is an opportunity to improve the safety of surgical care among older individuals.
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