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Howard R, Ryan A, Hu HM, Brown CS, Waljee J, Bicket MC, Englesbe M, Brummett CM. Evidence-Based Opioid Prescribing Guidelines and New Persistent Opioid Use After Surgery. Ann Surg 2023; 278:216-221. [PMID: 36728693 PMCID: PMC10314964 DOI: 10.1097/sla.0000000000005792] [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: 02/03/2023]
Abstract
OBJECTIVE Evaluate the association of evidence-based opioid prescribing guidelines with new persistent opioid use after surgery. SUMMARY BACKGROUND DATA Patients exposed to opioids after surgery are at risk of new persistent opioid use, which is associated with opioid use disorder and overdose. It is unknown whether evidence-based opioid prescribing guidelines mitigate this risk. METHODS Using Medicare claims, we performed a difference-in-differences study of opioid-naive patients who underwent 1 of 6 common surgical procedures for which evidence-based postoperative opioid prescribing guidelines were released and disseminated through a statewide quality collaborative in Michigan in October 2017. The primary outcome was the incidence of new persistent opioid use, and the secondary outcome was total postoperative opioid prescription quantity in oral morphine equivalents (OME). RESULTS We identified 24,908 patients who underwent surgery in Michigan and 118,665 patients who underwent surgery outside of Michigan. Following the release of prescribing guidelines in Michigan, the adjusted incidence of new persistent opioid use decreased from 3.29% (95% CI 3.15-3.43%) to 2.51% (95% CI 2.35-2.67%) in Michigan, which was an additional 0.53 (95% CI 0.36-0.69) percentage point decrease compared with patients outside of Michigan. Simultaneously, adjusted opioid prescription quantity decreased from 199.5 (95% CI 198.3-200.6) mg OME to 88.6 (95% CI 78.7-98.5) mg OME in Michigan, which was an additional 55.7 (95% CI 46.5-65.4) mg OME decrease compared with patients outside of Michigan. CONCLUSIONS Evidence-based opioid prescribing guidelines were associated with a significant reduction in the incidence of new persistent opioid use and the quantity of opioids prescribed after surgery.
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Fernandez AC, Aslesen H, Golmirzaie G, Stanton S, Gunaseelan V, Waljee J, Brummett CM, Englesbe M, Bicket MC. Patient Responses to Surgery-relevant Screening for Opioid and Other Risky Substance Use Before Surgery: A Pretest-posttest Study. PAIN MEDICINE (MALDEN, MASS.) 2023; 24:896-899. [PMID: 36478099 PMCID: PMC10321761 DOI: 10.1093/pm/pnac190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Revised: 11/02/2022] [Accepted: 12/01/2022] [Indexed: 07/20/2023]
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Adams MCB, Brummett CM, Wandner LD, Topaloglu U, Hurley RW. Michigan body map: connecting the NIH HEAL IMPOWR network to the HEAL ecosystem. PAIN MEDICINE (MALDEN, MASS.) 2023; 24:907-909. [PMID: 36847455 PMCID: PMC10321764 DOI: 10.1093/pm/pnad028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 02/15/2023] [Accepted: 02/17/2023] [Indexed: 03/01/2023]
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Breuler CJ, Shabet C, Delaney LD, Brown CS, Lai YL, Brummett CM, Bicket MC, Englesbe MJ, Waljee JF, Howard RA. Prescribed Opioid Dosages, Payer Type, and Self-Reported Outcomes After Surgical Procedures in Michigan, 2018-2020. JAMA Netw Open 2023; 6:e2322581. [PMID: 37428502 DOI: 10.1001/jamanetworkopen.2023.22581] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/11/2023] Open
Abstract
Importance Collaborative quality improvement (CQI) models, often supported by private payers, create hospital networks to improve health care delivery. Recently, these systems have focused on opioid stewardship; however, it is unclear whether reduction in postoperative opioid prescribing occurs uniformly across health insurance payer types. Objective To evaluate the association between insurance payer type, postoperative opioid prescription size, and patient-reported outcomes in a large statewide CQI model. Design, Setting, and Participants This retrospective cohort study used data from 70 hospitals within the Michigan Surgical Quality Collaborative clinical registry for adult patients (age ≥18 years) undergoing general, colorectal, vascular, or gynecologic surgical procedures between January 1, 2018, and December 31, 2020. Exposure Insurance type, classified as private, Medicare, or Medicaid. Main Outcomes and Measures The primary outcome was postoperative opioid prescription size in milligrams of oral morphine equivalents (OME). Secondary outcomes were patient-reported opioid consumption, refill rate, satisfaction, pain, quality of life, and regret about undergoing surgery. Results A total of 40 149 patients (22 921 [57.1%] female; mean [SD] age, 53 [17] years) underwent surgery during the study period. Within this cohort, 23 097 patients (57.5%) had private insurance, 10 667 (26.6%) had Medicare, and 6385 (15.9%) had Medicaid. Unadjusted opioid prescription size decreased for all 3 groups during the study period from 115 to 61 OME for private insurance patients, from 96 to 53 OME for Medicare patients, and from 132 to 65 OME for Medicaid patients. A total of 22 665 patients received a postoperative opioid prescription and had follow-up data for opioid consumption and refill. The rate of opioid consumption was highest among Medicaid patients throughout the study period (16.82 OME [95% CI, 12.57-21.07 OME] greater than among patients with private insurance) but increased the least over time. The odds of refill significantly decreased over time for patients with Medicaid compared with patients with private insurance (odds ratio, 0.93; 95% CI, 0.89-0.98). Adjusted refill rates for private insurance remained between 3.0% and 3.1% over the study period; adjusted refill rates among Medicare and Medicaid patients decreased from 4.7% to 3.1% and 6.5% to 3.4%, respectively, by the end of the study period. Conclusions and Relevance In this retrospective cohort study of surgical patients in Michigan from 2018 to 2020, postoperative opioid prescription size decreased across all payer types, and differences between groups narrowed over time. Although funded by private payers, the CQI model appeared to have benefitted patients with Medicare and Medicaid as well.
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Fernandez AC, Bohnert A, Gunaseelan V, Motamed M, Waljee JF, Brummett CM. Identifying Persistent Opioid Use After Surgery: The Reliability of Pharmacy Dispensation Databases. Ann Surg 2023; 278:e20-e26. [PMID: 35815891 PMCID: PMC9832314 DOI: 10.1097/sla.0000000000005529] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
OBJECTIVE The present study assessed concordance in perioperative opioid fulfillment data between Michigan's prescription drug monitoring program (PDMP) and a national pharmacy prescription database. BACKGROUND PDMPs and pharmacy dispensation databases are widely utilized, yet no research has compared their opioid fulfilment data postoperatively. METHODS This retrospective study included participants (N=19,823) from 2 registry studies at Michigan Medicine between July 1, 2016, and February 7, 2019. We assessed the concordance of opioid prescription fulfilment between the Michigan PDMP and a national pharmacy prescription database (Surescripts). The primary outcome was concordance of opioid fill data in the 91 to 180 days after surgical discharge, a time period frequently used to define persistent opioid use. Secondary outcomes included concordance of opioid dose and number of prescriptions fulfilled. Multinomial logistic regression analysis examined concordance across key subgroups. RESULTS In total, 3076 participants had ≥1 opioid fulfillments 91 to 180 days after discharge, with 1489 (49%) documented in PDMP only, 243 (8%) in Surescripts only, and 1332 (43%) in both databases. Among participants with fulfillments in both databases, there were differences in the number (n=239; 18%) and dose (n=227; 17%). The PDMP database was more likely to capture fulfillment among younger and publicly insured participants, while Surescripts was more likely to capture fulfillment from counties bordering neighboring states. The prevalence of persistent opioid use was 10.7% using PDMP data, 5.5% using Surescripts data only, and 11.7% using both data resources. CONCLUSIONS The state PDMP appears reliable for detecting opioid fulfillment after surgery, detecting 2 times more patients with persistent opioid use compared with Surescripts.
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Mondoñedo JR, Brescia AA, Clark MJ, Chang ML, Jiang S, He C, Welsh RJ, Popoff AM, Kulkarni MG, Lall SC, Pratt JW, Adams KN, Alnajjar RM, Martin JR, Gandhi DB, Brummett CM, Chang AC, Lagisetty KH. Evidence-based opioid prescribing guidelines after lung resection: a prospective, multicenter analysis. J Thorac Dis 2023; 15:3285-3294. [PMID: 37426143 PMCID: PMC10323572 DOI: 10.21037/jtd-22-1621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Accepted: 03/24/2023] [Indexed: 07/11/2023]
Abstract
Background Opioid prescribing guidelines have significantly decreased overprescribing and post-discharge use after cardiac surgery; however, limited recommendations exist for general thoracic surgery patients, a similarly high-risk population. We examined opioid prescribing and patient-reported use to develop evidence-based, opioid prescribing guidelines after lung cancer resection. Methods This prospective, statewide, quality improvement study was conducted between January 2020 to March 2021 and included patients undergoing surgical resection of a primary lung cancer across 11 institutions. Patient-reported outcomes at 1-month follow-up were linked with clinical data and Society of Thoracic Surgery (STS) database records to characterize prescribing patterns and post-discharge use. The primary outcome was quantity of opioid used after discharge; secondary outcomes included quantity of opioid prescribed at discharge and patient-reported pain scores. Opioid quantities are reported in number of 5-mg oxycodone tablets (mean ± standard deviation). Results Of the 602 patients identified, 429 met inclusion criteria. Questionnaire response rate was 65.0%. At discharge, 83.4% of patients were provided a prescription for opioids of mean size 20.5±13.1 pills, while patients reported using 8.2±13.0 pills after discharge (P<0.001), including 43.7% who used none. Those not taking opioids on the calendar day prior to discharge (32.4%) used fewer pills (4.4±8.1 vs. 11.7±14.9, P<0.001). Refill rate was 21.5% for patients provided a prescription at discharge, while 12.5% of patients not prescribed opioids at discharge required a new prescription before follow-up. Pain scores were 2.4±2.5 for incision site and 3.0±2.8 for overall pain (scale 0-10). Conclusions Patient-reported post-discharge opioid use, surgical approach, and in-hospital opioid use before discharge should be used to inform prescribing recommendations after lung resection.
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Brummett CM, Wagner Z, Waljee JF. Best Practice Alerts: A Poke in the Eye or an Efficient Method for Safer Prescribing? Anesthesiology 2023:138340. [PMID: 37327362 DOI: 10.1097/aln.0000000000004623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
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Waljee JF, Gunaseelan V, Bicket MC, Brummett CM, Chua KP. Safety and Distribution of Opioid Prescribing by U.S. Surgeons. Ann Surg 2023; 277:944-951. [PMID: 36727966 PMCID: PMC10354205 DOI: 10.1097/sla.0000000000005802] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To estimate high-risk prescribing patterns among opioid prescriptions from U.S. surgeons; to characterize the distribution of high-risk prescribing among surgeons. BACKGROUND National data on the prevalence of opioid prescribing and high-risk opioid prescribing by U.S. surgeons are lacking. METHODS Using the IQVIA Prescription Database, which reports dispensing from 92% of U.S. pharmacies, we identified opioid prescriptions from surgeons dispensed in 2019 to patients ages ≥12 years. "High-risk" prescriptions were characterized by: days supplied >7, daily dosage ≥50 oral morphine equivalents (OMEs), opioid-benzodiazepine overlap, and extended-release/long-acting opioid. We determined the proportion of opioid prescriptions, total OMEs, and high-risk prescriptions accounted for by "high-volume surgeons" (those in the ≥95th percentile for prescription counts). We used linear regression to identify characteristics associated with being a high-volume surgeon. RESULTS Among 15,493,018 opioid prescriptions included, 7,036,481 (45.4%) were high-risk. Among 114,610 surgeons, 5753 were in the 95th percentile or above for prescription count, with ≥520 prescriptions dispensed in 2019. High-volume surgeons accounted for 33.5% of opioid prescriptions, 52.8% of total OMEs, and 44.2% of high-risk prescriptions. Among high-volume surgeons, 73.9% were orthopedic surgeons and 60.6% practiced in the South. Older age, male sex, specialty, region, and lack of affiliation with academic institutions or health systems were correlated with high-risk prescribing. CONCLUSIONS The top 5% of surgeons account for 33.5% of opioid prescriptions and 45.4% of high-risk prescriptions. Quality improvement initiatives targeting these surgeons may have the greatest yield given their outsized role in high-risk prescribing.
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Howard R, Brown CS, Lai YL, Gunaseelan V, Brummett CM, Englesbe M, Waljee J, Bicket MC. Postoperative Opioid Prescribing and New Persistent Opioid Use: The Risk of Excessive Prescribing. Ann Surg 2023; 277:e1225-e1231. [PMID: 35129474 PMCID: PMC10537242 DOI: 10.1097/sla.0000000000005392] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Evaluate the association between postoperative opioid prescribing and new persistent opioid use. SUMMARY BACKGROUND DATA Opioid-nave patients who develop new persistent opioid use after surgery are at increased risk of opioid-related morbidity and mortality. However, the extent to which postoperative opioid prescribing is associated with persistent postoperative opioid use is unclear. METHODS Retrospective study of opioid-naïve adults undergoing surgery in Michigan from 1/1/2017 to 10/31/2019. Postoperative opioid prescriptions were identified using a statewide clinical registry and prescription fills were identified using Michigan's prescription drug monitoring program. The primary outcome was new persistent opioid use, defined as filling at least 1 opioid prescription between post-discharge days 4 to 90 and filling at least 1 opioid prescription between post-discharge days 91 to 180. RESULTS A total of 37,654 patients underwent surgery with a mean age of 52.2 (16.7) years and 20,923 (55.6%) female patients. A total of 31,920 (84.8%) patients were prescribed opioids at discharge. Six hundred twenty-two (1.7%) patients developed new persistent opioid use after surgery. Being prescribed an opioid at discharge was not associated with new persistent opioid use [adjusted odds ratio (aOR) 0.88 (95% confidence interval (CI) 0.71-1.09)]. However, among patients prescribed an opioid, patients prescribed the second largest [12 (interquartile range (IQR) 3) pills] and largest [20 (IQR 7) pills] quartiles of prescription size had higher odds of new persistent opioid use compared to patients prescribed the smallest quartile [7 (IQR 1) pills] of prescription size [aOR 1.39 (95% CI 1.04-1.86) andaOR 1.97 (95% CI 1.442.70), respectively]. CONCLUSIONS In a cohort of opioid-naïve patients undergoing common surgical procedures, the risk of new persistent opioid use increased with the size of the prescription. This suggests that while opioid prescriptions in and of themselves may not place patients at risk of long-term opioid use, excessive prescribing does. Consequently, these findings support ongoing efforts to mitigate excessive opioid prescribing after surgery to reduce opioid-related harms.
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Chua KP, Thorne MC, Brummett CM, DeJonckheere M. Surgeons' Perspectives on Changing the Default Number of Doses for Opioid Prescriptions in Electronic Health Record Systems. JAMA Netw Open 2023; 6:e2315633. [PMID: 37234007 DOI: 10.1001/jamanetworkopen.2023.15633] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/27/2023] Open
Abstract
Importance An intervention in 2021 at a tertiary medical center found that the implementation of evidence-based default dosing settings for opioid prescriptions written in electronic health record systems was associated with reduced opioid prescribing to adolescents and young adults aged 12 to 25 years undergoing tonsillectomy. It is unclear whether surgeons were aware of this intervention, whether they thought the intervention was acceptable, or whether they believed similar interventions were feasible to implement in other surgical populations and institutions. Objective To assess surgeons' experiences and perspectives regarding an intervention that changed the default number of doses for opioid prescriptions to an evidence-based level. Design, Setting, and Participants This qualitative study was conducted at a tertiary medical center during October 2021, 1 year after implementation of the intervention, in which the default number of doses for opioid prescriptions written through an electronic health record system to adolescents and young adults undergoing tonsillectomy was lowered to an evidence-based level. Semistructured interviews were conducted with otolaryngology attending and resident physicians who had cared for the adolescents and young adults undergoing tonsillectomy after implementation of the intervention. Factors that play a role in opioid prescribing decisions after surgery and participants' awareness of and views on the intervention were assessed. The interviews were coded inductively and a thematic analysis was performed. Analyses were conducted from March to December 2022. Exposure Change in the default dosing settings for opioid prescriptions written in an electronic health record system to adolescents and young adults undergoing tonsillectomy. Main Outcomes and Measures Surgeons' experiences and perspectives regarding the intervention. Results The 16 otolaryngologists interviewed included 11 residents (68.8%), 5 attending physicians (31.2%), and 8 women (50.0%). No participant reported noticing the change in the default settings, including those who wrote opioid prescriptions with the new default number of opioid doses. From the interviews, 4 themes regarding surgeons' perceptions and experiences of the intervention emerged: (1) opioid prescribing decisions are influenced by patient, procedure, physician, and health system factors; (2) defaults may substantially influence prescribing behavior; (3) support for the default dosing setting intervention depended on whether it was evidence-based and had unintended consequences; and (4) changing the default dosing settings is potentially feasible in other surgical populations and institutions. Conclusions and Relevance These findings suggest that interventions to change the default dosing settings for opioid prescriptions may be feasible to implement in a variety of surgical populations, particularly if the new settings are evidence-based and if unintended consequences are carefully monitored.
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Bicket MC, Brummett CM, Mariano ER. Tapentadol and the opioid epidemic: a simple solution or short-lived sensation? Anaesthesia 2023; 78:416-419. [PMID: 36449368 DOI: 10.1111/anae.15932] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/16/2022] [Indexed: 12/02/2022]
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Sun EC, Rishel CA, Waljee JF, Brummett CM, Jena AB. Association Between State Limits on Opioid Prescribing and the Incidence of Persistent Postoperative Opioid Use Among Surgical Patients. Ann Surg 2023; 277:e759-e765. [PMID: 35129496 PMCID: PMC9081293 DOI: 10.1097/sla.0000000000005283] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To examine whether laws limiting opioid prescribing have been associated with reductions in the incidence of persistent postoperative opioid use. SUMMARY OF BACKGROUND DATA In an effort to address the opioid epidemic, 26 states (as of 2018) have passed laws limiting opioid prescribing for acute pain. However, it is unknown whether these laws have achieved their reduced the risk of persistent postoperative opioid use. METHODS We identified 957,639 privately insured patients undergoing one of 10 procedures between January 1, 2004 and September 30, 2018. We then estimated the association between persistent postoperative opioid use, defined as having filled ≥10 prescriptions or ≥120 days supply of opioids during postoperative days 91-365, and whether opioid prescribing limits were in effect on the day of surgery. States were classified as having: no limits, a limit of ≤7 days supply, or a limit of >7 days supply. The regression models adjusted for observable confounders such as patient comorbidities and also utilized a difference-in-differences approach, which relied on variation in state laws over time, to further minimize confounding. RESULTS The adjusted incidence of persistent postoperative opioid use was 3.5% (95%CI 3.3%-3.7%) for patients facing a limit of ≤7 days supply, compared with 3.3% (95%CI 3.3%-3.3%) for patients facing no prescribing limits ( P = 0.13 for difference compared to no prescribing limits) and 3.4%, (95%CI 3.2%-3.6%) for patients facing a limit of >7 days supply ( P = 0.43 for difference compared to no prescribing limits). CONCLUSIONS Laws limiting opioid prescriptions were not associated with subsequent reductions in persistent postoperative opioid use.
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Zawistowski M, Fritsche LG, Pandit A, Vanderwerff B, Patil S, Schmidt EM, VandeHaar P, Willer CJ, Brummett CM, Kheterpal S, Zhou X, Boehnke M, Abecasis GR, Zöllner S. The Michigan Genomics Initiative: A biobank linking genotypes and electronic clinical records in Michigan Medicine patients. CELL GENOMICS 2023; 3:100257. [PMID: 36819667 PMCID: PMC9932985 DOI: 10.1016/j.xgen.2023.100257] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 06/07/2022] [Accepted: 01/05/2023] [Indexed: 02/04/2023]
Abstract
Biobanks of linked clinical patient histories and biological samples are an efficient strategy to generate large cohorts for modern genetics research. Biobank recruitment varies by factors such as geographic catchment and sampling strategy, which affect biobank demographics and research utility. Here, we describe the Michigan Genomics Initiative (MGI), a single-health-system biobank currently consisting of >91,000 participants recruited primarily during surgical encounters at Michigan Medicine. The surgical enrollment results in a biobank enriched for many diseases and ideally suited for a disease genetics cohort. Compared with the much larger population-based UK Biobank, MGI has higher prevalence for nearly all diagnosis-code-based phenotypes and larger absolute case counts for many phenotypes. Genome-wide association study (GWAS) results replicate known findings, thereby validating the genetic and clinical data. Our results illustrate that opportunistic biobank sampling within single health systems provides a unique and complementary resource for exploring the genetics of complex diseases.
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Hassett AL, Williams DA, Harris RE, Harte SE, Kaplan CM, Schrepf A, Kratz AL, Brummett CM, Kidwell KM, Tsodikov A, Shaikh S, Murphy SL, Lobo R, King A, Favorite T, Fisher L, Golmirzaie GM, Schneiderhan JR, Mawla I, Ichesco E, McAfee J, Wasserman RA, Banner E, Scott KA, Cole C, Clauw DJ. An Interventional Response Phenotyping Study in Chronic Low Back Pain: Protocol for a Mechanistic Randomized Controlled Trial. PAIN MEDICINE 2023:7008338. [PMID: 36708026 PMCID: PMC10403311 DOI: 10.1093/pm/pnad005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Accepted: 01/26/2023] [Indexed: 01/29/2023]
Abstract
Evidence-based treatments for chronic low back pain (cLBP) typically work well in only a fraction of patients, and at present there is little guidance regarding what treatment should be used in which patients. Our central hypothesis is that an interventional response phenotyping study can identify individuals with different underlying mechanisms for their pain who thus respond differentially to evidence-based treatments for cLBP. Thus, we will conduct a randomized controlled Sequential, Multiple Assessment, Randomized Trial (SMART) design study in cLBP with the following three aims. Aim 1: Perform an interventional response phenotyping study in a cohort of cLBP patients (n = 400), who will receive a sequence of interventions known to be effective in cLBP. For 4 weeks, all cLBP participants will receive a web-based pain self-management program as part of a run-in period, then individuals who report no or minimal improvement will be randomized to: a) mindfulness-based stress reduction, b) physical therapy and exercise, c) acupressure self-management, and d) duloxetine. After 8 weeks, individuals who remain symptomatic will be re-randomized to a different treatment for an additional 8 weeks. Using those data, we will identify the subsets of participants that respond to each treatment. In Aim 2, we will show that currently available, clinically derived measures, can predict differential responsiveness to the treatments. In Aim 3, a subset of participants will receive deeper phenotyping (n = 160), to identify new experimental measures that predict differential responsiveness to the treatments, as well as to infer mechanisms of action. Deep phenotyping will include functional neuroimaging, quantitative sensory testing, measures of inflammation, and measures of autonomic tone.
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Chua KP, Nguyen TD, Waljee JF, Nalliah RP, Brummett CM. Association Between State Opioid Prescribing Limits and Duration of Opioid Prescriptions From Dentists. JAMA Netw Open 2023; 6:e2250409. [PMID: 36630136 PMCID: PMC9857382 DOI: 10.1001/jamanetworkopen.2022.50409] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
IMPORTANCE In part to prevent the harms associated with dental opioid prescriptions, most states have enacted policies limiting the duration of opioid prescriptions for acute pain. Whether these limits are associated with changes in the duration of opioid prescriptions written by dentists is unclear. OBJECTIVE To evaluate the association between state opioid prescribing limits and the duration of opioid prescriptions from dentists. DESIGN, SETTING, AND PARTICIPANTS This difference-in-differences cross-sectional study used data from the IQVIA Longitudinal Prescription Database, an all-payer database reporting prescription dispensing from 92% of retail pharmacies in the US. The sample included opioid prescriptions from dentists dispensed to children aged 0 to 17 years and adults 18 years or older from January 2014 through February 2020. Treatment states were those that implemented limits between January 2016 and December 2018. Control states were those that did not implement limits during the study period. Data on opioid prescribing limits were derived from the Prescription Drug Abuse Policy System. Data were analyzed from January 1 to September 30, 2022. EXPOSURES State opioid prescribing limits. MAIN OUTCOMES AND MEASURES The outcome was opioid prescription duration, as measured by days' supply. The association between limits and duration was evaluated using a linear model with a 2-way fixed-effects specification. Covariates included patient characteristics, prescription characteristics, and indicators of implementation of prescription drug monitoring program use mandates. Separate analyses of data from adults and children were conducted owing to differences in the number of treatment states and restrictiveness of limits by age. RESULTS The adult analysis included 56 607 314 opioid prescriptions for 34 364 775 patients (18 448 788 females [53.7%]; mean [SD] age at the earliest fill, 44.0 [17.4] years) in 22 treatment states and 12 control states. The child analysis included 3 720 837 opioid prescriptions for 3 165 880 patients (1 740 449 females [55.0%]; mean [SD] age at the earliest fill, 14.4 [3.5] years) in 23 treatment states and 12 control states. In both analyses, the median (25th-75th percentile) duration of opioid prescriptions was 3.0 (2-5) days. Implementation of limits, most of which allowed up to a 7-day supply of opioids, was not associated with changes in the duration of opioid prescriptions for adults (mean days' supply: -0.06 days; 95% CI, -0.11 to <0.001 days) or children (mean days' supply: -0.07 days; 95% CI, -0.15 to 0.02 days). CONCLUSIONS AND RELEVANCE In this study of national pharmacy dispensing data, opioid prescribing limits were not associated with changes in the duration of opioid prescriptions from dentists. Future research should investigate the potential role of alternative interventions in reducing opioid prescribing by dentists.
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Simha S, Ahmed Y, Brummett CM, Waljee JF, Englesbe MJ, Bicket MC. Impact of the COVID-19 pandemic on opioid overdose and other adverse events in the USA and Canada: a systematic review. Reg Anesth Pain Med 2023; 48:37-43. [DOI: 10.1136/rapm-2022-103591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Accepted: 09/07/2022] [Indexed: 02/19/2023]
Abstract
ImportanceThe COVID-19 pandemic impacted healthcare beyond COVID-19 infections. A better understanding of how COVID-19 worsened the opioid crisis has potential to inform future response efforts.ObjectiveTo summarize changes from the COVID-19 pandemic on outcomes regarding opioid use and misuse in the USA and Canada.Evidence reviewWe searched MEDLINE via PubMed, EMBASE, and CENTRAL for peer-reviewed articles published between March 2020 and December 2021 that examined outcomes relevant to patients with opioid use, misuse, and opioid use disorder by comparing the period before vs after COVID-19 onset in the USA and Canada. Two reviewers independently screened studies, extracted data, assessed methodological quality and bias via Newcastle-Ottawa Scale, and synthesized results.FindingsAmong 20 included studies, 13 (65%) analyzed service utilization, 6 (30%) analyzed urine drug testing results, and 2 (10%) analyzed naloxone dispensation. Opioid-related emergency medicine utilization increased in most studies (85%, 11/13) for both service calls (17% to 61%) and emergency department visits (42% to 122%). Urine drug testing positivity results increased in all studies (100%, 6/6) for fentanyl (34% to 138%), most (80%, 4/5) studies for heroin (-12% to 62%), and most (75%, 3/4) studies for oxycodone (0% to 44%). Naloxone dispensation was unchanged and decreased in one study each.InterpretationSignificant increases in surrogate measures of the opioid crisis coincided with the onset of COVID-19. These findings serve as a call to action to redouble prevention, treatment, and harm reduction efforts for the opioid crisis as the pandemic evolves.PROSPERO registration numberCRD42021236464.
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Nam CS, Lai YL, Hu HM, George AK, Linsell S, Ferrante S, Brummett CM, Waljee JF, Dupree JM. Less is More: Fulfillment of Opioid Prescriptions Before and After Implementation of a Modifier 22 Based Quality Incentive for Opioid-Free Vasectomies. Urology 2023; 171:103-108. [PMID: 36243141 DOI: 10.1016/j.urology.2022.09.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 08/03/2022] [Accepted: 09/21/2022] [Indexed: 11/05/2022]
Abstract
OBJECTIVE To examine the percentage of patients who filled peri-procedural opioid prescriptions before and after Blue Cross Blue Shield of Michigan (BCBSM) launched a modifier 22 payment incentive for opioid-sparing vasectomies in Michigan on July 1, 2019. METHODS We evaluated BCBSM administrative claims data from February 1, 2018 - November 16, 2020 for men 20 - 64 years old who underwent vasectomy or a control office-based urologic procedure (cystourethroscopy, prostate biopsy, circumcision, and transurethral destruction of prostate tissue.) The primary outcome was the percentage of patients who filled opioid prescriptions 30 days before to 3 days after their procedure. We performed an interrupted time series analysis to estimate changes in the percentage of patients who filled opioid prescriptions in the vasectomy and control group before and after July 1, 1019. RESULTS Our cohort included 4,559 men who had a vasectomy and 4,679 men who had a control procedure. Within each group, demographics and clinical factors were similar before and after July 1, 2019. Before implementation of the modifier 22 policy, 32.5% of men who had a vasectomy filled an opioid prescription whereas only 12.6% of men filled an opioid prescription after July 1, 2019 -a 19.9% absolute reduction and 61.0% relative reduction (P < .001). In the control group, there was no significant change in the percentage of patients who filled opioid prescriptions before and after July 1, 2019 (0.8% absolute increase, P = .671). CONCLUSION Implementation of modifier 22 based financial incentive for opioid-sparing vasectomies was associated with decrease in the percentage of men who filled opioid prescriptions after vasectomy.
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Joyce E, Carr G, Wang S, Brummett CM, Kidwell KM, Henry NL. Association between nociplastic pain and premature endocrine therapy discontinuation in breast cancer patients. Breast Cancer Res Treat 2023; 197:397-404. [PMID: 36371776 PMCID: PMC9825644 DOI: 10.1007/s10549-022-06806-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Accepted: 11/03/2022] [Indexed: 11/15/2022]
Abstract
PURPOSE At least 5 years of adjuvant endocrine therapy (ET) is recommended for patients with hormone receptor-positive invasive breast cancer to reduce cancer recurrence risk. Up to half of patients prematurely discontinue ET, often due to musculoskeletal pain. Nociplastic pain is abnormal central nervous system pain processing without evidence of tissue or neuronal damage. This study aimed to evaluate the relationship between baseline nociplastic pain and ET discontinuation. METHODS This was a retrospective, single center, cohort study. Included patients were female, had stage 0-III invasive breast cancer, did not receive neoadjuvant therapy, and completed quality of life questionnaires prior to breast surgery, including Fibromyalgia Survey for nociplastic pain. Clinical data including duration of ET were abstracted from the medical record. Patient characteristics were analyzed with t-tests and Chi-squared tests, as appropriate. Univariate and multivariable regressions were performed with Cox proportional hazard models. RESULTS Six hundred eighty-one patients diagnosed between 2012 and 2019 met inclusion criteria; 480 initiated ET and were included in the analysis. Of these 480 patients, 203 (42.3%) prematurely discontinued initial ET therapy. On univariate analysis, tamoxifen use (hazard ratio [HR] 0.70, p = 0.021) and premenopausal status (HR 0.73, p = 0.04) were inversely associated with ET discontinuation, while Fibromyalgia Score was positively associated (HR 1.04, p = 0.043). On multivariable analysis, baseline Fibromyalgia Score remained associated with ET discontinuation. CONCLUSION Nociplastic pain present prior to surgery was associated with premature ET discontinuation. Fibromyalgia Score screening may be useful for evaluating ET discontinuation risk. Treatments targeting nociplastic pain may be more effective for treating ET-emergent pain.
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Santosa KB, Wang CS, Hu HM, Mullen CR, Brummett CM, Englesbe MJ, Bicket MC, Myers PL, Waljee JF. Opioid Coprescribing with Sedatives after Implant-Based Breast Reconstruction. Plast Reconstr Surg 2022; 150:1224e-1235e. [PMID: 36103669 PMCID: PMC9712174 DOI: 10.1097/prs.0000000000009726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Skeletal muscle relaxants and benzodiazepines are thought to mitigate against postoperative muscle contraction. The Centers for Disease Control and Prevention and the Food and Drug Administration warn against coprescribing them with opioids because of increased risks of overdose and death. The authors evaluated the frequency of coprescribing of opioids with skeletal muscle relaxants or benzodiazepines after implant-based reconstruction. METHODS The authors examined health care claims to identify women (18 to 64 years old) who underwent implant-based breast reconstruction between January of 2008 and June of 2019 to determine the frequency of coprescribing, factors associated with coprescribing opioids and skeletal muscle relaxants or benzodiazepines, and the impact on opioid refills within 90 days of reconstruction. RESULTS A total of 86.7 percent of women ( n = 7574) who had implant-based breast reconstruction filled an opioid prescription perioperatively. Of these, 27.7 percent of women filled prescriptions for opioids and benzodiazepines, 14.4 percent for opioids and skeletal muscle relaxants, and 2.4 percent for opioids, benzodiazepines, and skeletal muscle relaxants. Risk factors for coprescribing opioids and benzodiazepines included use of acellular dermal matrix, immediate reconstruction, and history of anxiety. Women who filled prescriptions for opioids and skeletal muscle relaxants, opioids and benzodiazepines, and opioids with skeletal muscle relaxants and benzodiazepines were significantly more likely to refill opioid prescriptions, even when controlling for preoperative opioid exposure. CONCLUSIONS Nearly half of women filled an opioid prescription with a benzodiazepine, skeletal muscle relaxant, or both after implant-based breast reconstruction. Coprescribing of opioids with skeletal muscle relaxants may potentiate opioid use after surgery and should be avoided given the risks of sedation. Identifying strategies that avoid sedatives to manage pain after breast reconstruction is critical to mitigate high-risk prescribing practices. CLINICAL QUESTION/LEVEL OF EVIDENCE Risk, III.
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Katz AE, Yang ML, Levin MG, Tcheandjieu C, Mathis M, Hunker K, Blackburn S, Eliason JL, Coleman DM, Fendrikova-Mahlay N, Gornik HL, Karmakar M, Hill H, Xu C, Zawistowski M, Brummett CM, Zoellner S, Zhou X, O'Donnell CJ, Douglas JA, Assimes TL, Tsao PS, Li JZ, Damrauer SM, Stanley JC, Ganesh SK. Fibromuscular Dysplasia and Abdominal Aortic Aneurysms Are Dimorphic Sex-Specific Diseases With Shared Complex Genetic Architecture. CIRCULATION. GENOMIC AND PRECISION MEDICINE 2022; 15:e003496. [PMID: 36374587 PMCID: PMC9772208 DOI: 10.1161/circgen.121.003496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Accepted: 08/26/2022] [Indexed: 11/16/2022]
Abstract
BACKGROUND The risk of arterial diseases may be elevated among family members of individuals having multifocal fibromuscular dysplasia (FMD). We sought to investigate the risk of arterial diseases in families of individuals with FMD. METHODS Family histories for 73 probands with FMD were obtained, which included an analysis of 463 total first-degree relatives focusing on FMD and related arterial disorders. A polygenic risk score for FMD (PRSFMD) was constructed from prior genome-wide association findings of 584 FMD cases and 7139 controls and evaluated for association with an abdominal aortic aneurysm (AAA) in a cohort of 9693 AAA cases and 294 049 controls. A previously published PRSAAA was also assessed among the FMD cases and controls. RESULTS Of all first degree relatives of probands, 9.3% were diagnosed with FMD, aneurysms, and dissections. Aneurysmal disease occurred in 60.5% of affected relatives and 5.6% of all relatives. Among 227 female first-degree relatives of probands, 4.8% (11) had FMD, representing a relative risk (RR)FMD of 1.5 ([95% CI, 0.75-2.8]; P=0.19) compared with the estimated population prevalence of 3.3%, though not of statistical significance. Of all fathers of FMD probands, 11% had AAAs resulting in a RRAAA of 2.3 ([95% CI, 1.12-4.6]; P=0.014) compared with population estimates. The PRSFMD was found to be associated with an AAA (odds ratio, 1.03 [95% CI, 1.01-1.05]; P=2.6×10-3), and the PRSAAA was found to be associated with FMD (odds ratio, 1.53 [95% CI, 1.2-1.9]; P=9.0×10-5) as well. CONCLUSIONS FMD and AAAs seem to be sex-dimorphic manifestations of a heritable arterial disease with a partially shared complex genetic architecture. Excess risk of having an AAA according to a family history of FMD may justify screening in family members of individuals having FMD.
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Tollemar VC, Hu HM, Urquhart AG, Dailey EA, Hallstrom BR, Bicket MC, Waljee JF, Brummett CM. Association Between Initial Prescription Size and Likelihood of Opioid Refill After Total Knee and Hip Arthroplasty. J Arthroplasty 2022:S0883-5403(22)00975-5. [PMID: 36356789 DOI: 10.1016/j.arth.2022.10.038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 10/19/2022] [Accepted: 10/24/2022] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND The present study was designed to test the hypothesis that there was no association between initial opioid prescription size and the likelihood of refill after elective primary total knee (TKA) and hip arthroplasty (THA). METHODS We retrospectively analyzed large national datasets of commercial and Medicare insurance claims to identify a weighted cohort of 120,889 primary total joint arthroplasties (76,900 TKA and 43,989 THA) comprised of opioid-naive patients aged 18 to 75 years who had surgery between January 2015 and November 2019. The primary outcome was refill of any prescription opioid medication within 30 days after discharge, and the primary predictor variable was the total amount of opioid filled in the initial discharge prescription measured in oral morphine equivalents (OMEs). Logistic regressions were used to estimate the likelihood of refill, given a particular prescription size while adjusting for multiple patient factors, including age, sex, comorbidities, and year of surgery. RESULTS The 30-day refill rate was 59.6% following TKA and 26.1% for THA. Adjusted odds of refill decreased by 2% for every 75 OME (10 tablets of 5 mg oxycodone) increase to the initial prescription size among the THA cohort (adjusted odds ratio [OR] = 0.98; 95% CI 0.97-0.99), and decreased by 3% for the TKA cohort (aOR = 0.97; 95% CI 0.97-0.98). CONCLUSION These nationally representative data demonstrated that larger initial opioid prescription size was associated with small but clinically insignificant decreases in 30-day refill after total joint arthroplasty. This finding should allay concerns about efforts to decrease postsurgical opioid prescribing.
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Larach DB, Lewis A, Bastarache L, Pandit A, He J, Sinha A, Douville NJ, Heung M, Mathis MR, Mosley JD, Wanderer JP, Kheterpal S, Zawistowski M, Brummett CM, Siew ED, Robinson-Cohen C, Kertai MD. Limited clinical utility for GWAS or polygenic risk score for postoperative acute kidney injury in non-cardiac surgery in European-ancestry patients. BMC Nephrol 2022; 23:339. [PMID: 36271344 PMCID: PMC9587619 DOI: 10.1186/s12882-022-02964-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 09/27/2022] [Indexed: 01/29/2023] Open
Abstract
BACKGROUND Prior studies support a genetic basis for postoperative acute kidney injury (AKI). We conducted a genome-wide association study (GWAS), assessed the clinical utility of a polygenic risk score (PRS), and estimated the heritable component of AKI in patients who underwent noncardiac surgery. METHODS We performed a retrospective large-scale genome-wide association study followed by a meta-analysis of patients who underwent noncardiac surgery at the Vanderbilt University Medical Center ("Vanderbilt" cohort) or Michigan Medicine, the academic medical center of the University of Michigan ("Michigan" cohort). In the Vanderbilt cohort, the relationship between polygenic risk score for estimated glomerular filtration rate and postoperative AKI was also tested to explore the predictive power of aggregating multiple common genetic variants associated with AKI risk. Similarly, in the Vanderbilt cohort genome-wide complex trait analysis was used to estimate the heritable component of AKI due to common genetic variants. RESULTS The study population included 8248 adults in the Vanderbilt cohort (mean [SD] 58.05 [15.23] years, 50.2% men) and 5998 adults in Michigan cohort (56.24 [14.76] years, 49% men). Incident postoperative AKI events occurred in 959 patients (11.6%) and in 277 patients (4.6%), respectively. No loci met genome-wide significance in the GWAS and meta-analysis. PRS for estimated glomerular filtration rate explained a very small percentage of variance in rates of postoperative AKI and was not significantly associated with AKI (odds ratio 1.050 per 1 SD increase in polygenic risk score [95% CI, 0.971-1.134]). The estimated heritability among common variants for AKI was 4.5% (SE = 4.5%) suggesting low heritability. CONCLUSION The findings of this study indicate that common genetic variation minimally contributes to postoperative AKI after noncardiac surgery, and likely has little clinical utility for identifying high-risk patients.
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Nguyen SN, Hassett AL, Hu HM, Brummett CM, Bicket MC, Carlozzi NE, Waljee JF. Prospective cohort study on the trajectory and association of perioperative anxiety and postoperative opioid-related outcomes. Reg Anesth Pain Med 2022; 47:637-642. [PMID: 35973779 PMCID: PMC9549960 DOI: 10.1136/rapm-2022-103742] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Accepted: 06/18/2022] [Indexed: 11/03/2022]
Abstract
INTRODUCTION Although perioperative anxiety is common, its trajectory and influence on postoperative pain and opioid use are not well understood. We sought to examine the association and trajectory of perioperative anxiety, pain and opioid use following common surgical procedures. METHODS We conducted a prospective cohort study of 1771 patients undergoing elective surgical procedures. Self-reported opioid use, pain (Brief Pain Inventory) and anxiety (Patient-Reported Outcome Measurement Information System (PROMIS) Anxiety) were recorded on the day of surgery and at 1 month, 3 months and 6 months postsurgery. Clinically significant anxiety was defined as a PROMIS Anxiety T-score ≥55. We examined postoperative opioid use in the context of surgical site pain and anxiety using mixed-effects regression models adjusted for covariates, and examined anxiety as a mediator between pain and opioid use. RESULTS In this cohort, 65% of participants completed all follow-ups and 30% reported clinically significant anxiety at baseline. Anxiety and surgical site pain were highest on the day of surgery (anxiety: mean=49.3, SD=9.0; pain: mean=4.3, SD=3.3) and declined in the follow-up period. Those with anxiety reported higher opioid use (OR=1.40; 95% CI 1.0, 1.9) and 1.14-point increase in patient-reported surgical pain (95% CI 1.0, 1.3) compared with those without anxiety. Anxiety had no significant mediation effect on the relationship of pain and opioid use. DISCUSSION Anxiety is an independent risk factor for increased pain and opioid use after surgery. Future studies examining targeted behavioral therapies to reduce anxiety during the perioperative period may positively impact postoperative pain and opioid use.
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Hinds S, Miller J, Maccani M, Patino S, Kaushal S, Rieck H, Walker M, Brummett CM, Bicket MC, Waljee JF. Patient risk screening to improve transitions of care in surgical opioid prescribing: a qualitative study of provider perspectives. Reg Anesth Pain Med 2022; 47:475-483. [PMID: 35697386 PMCID: PMC9240329 DOI: 10.1136/rapm-2021-103304] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2021] [Accepted: 05/12/2022] [Indexed: 11/10/2022]
Abstract
Introduction In patients undergoing surgical procedures, transitions in opioid prescribing occur across multiple providers during the months before and after surgery. These transitions often result in high-risk and uncoordinated prescribing practices, especially for surgical patients with prior opioid exposure. However, perspectives of relevant providers about screening and care coordination to address these risks are unknown. Methods We conducted qualitative interviews with 24 surgery, primary care, and anesthesia providers in Michigan regarding behaviors and attitudes about screening surgical patients to inform perioperative opioid prescribing in relation to transitions of care. We used an interpretive description framework to topically code interview transcripts and synthesize underlying themes in analytical memos. Results Providers believed that coordinated, multidisciplinary approaches to identify patients at risk of poor pain and opioid-related outcomes could improve transitions of care for surgical opioid prescribing. Anesthesia and primary care providers saw value in knowing patients’ preoperative risk related to opioid use, while surgeons’ perceptions varied widely. Across specialties, most providers favored a screening tool if coupled with actionable recommendations, sufficient resources, and facilitated coordination between specialties. Providers identified a lack of pain specialists and a dearth of actionable guidelines to direct interventions for patients at high opioid-related risk as major limitations to the value of patient screening. Discussion These findings provide context to address risk from prescription opioids in surgical transitions of care, which should include identifying high-risk patients, implementing a coordinated plan, and emphasizing actionable recommendations.
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Dahlem CH, Myers M, Goldstick J, Stevenson JG, Gray G, Rockhill S, Dora-Laskey A, Kellenberg J, Brummett CM, Kocher KE. Factors associated with naloxone availability and dispensing through Michigan's pharmacy standing order. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2022; 48:454-463. [PMID: 35405078 DOI: 10.1080/00952990.2022.2047714] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 02/25/2022] [Accepted: 02/25/2022] [Indexed: 06/14/2023]
Abstract
Background: Pharmacy standing order policies allow pharmacists to dispense naloxone, thereby increasing access to naloxone. Objectives: To describe pharmacy standing order participation and associations of pharmacy and community characteristics that predict naloxone availability and dispensing across eight counties in Michigan. Methods: We conducted a telephone survey of 662 standing order pharmacies with a response rate of 81% (n = 539). Pharmacies were linked with census tract-level demographics, overdose fatality rates, and dispensing data. County maps were created to visualize pharmacy locations relative to fatality rates. Regression models analyzed associations between pharmacy type, neighborhood characteristics, fatality rates, and these outcomes: naloxone availability, having ever dispensed naloxone, and counts of naloxone dispensed. Results: The prevalence of standing order pharmacies was 54% (n = 662/1231). Maps revealed areas with higher fatality rates had fewer pharmacies participating in the standing order or lacked any pharmacy access. Among standing order pharmacies surveyed, 85% (n = 458/539) had naloxone available and 82% had ever dispensed (n = 333/406). The mean out-of-pocket cost of Narcan® was $127.77 (SD: 23.93). National chains were more likely than regional chains to stock naloxone (AOR = 3.75, 95%CI = 1.77, 7.93) and to have ever dispensed naloxone (AOR 3.02, 95%CI = 1.21,7.57). Higher volume of naloxone dispensed was associated in neighborhoods with greater proportions of public health insurance (IRR = 1.38, 95%CI = 1.21, 1.58) and populations under 44 years old (IRR = 1.24, 95%CI = 1.04, 1.48). There was no association with neighborhood overdose fatality rates or race in regression models. Conclusion: As deaths from the opioid epidemic continue to escalate, efforts to expand naloxone access through greater standing order pharmacy participation are warranted.
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