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Nugent SM, Slatore CG, Winchell K, Handley R, Clayburgh D, Chandra R, Hooker ER, Knight SJ, Morasco BJ. Prevalence and correlates of high-dose opioid use among survivors of head and neck cancer. Head Neck 2023. [PMID: 37366072 DOI: 10.1002/hed.27432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 02/14/2023] [Accepted: 06/10/2023] [Indexed: 06/28/2023] Open
Abstract
BACKGROUND We characterized prescription opioid medication use up to 2 years following the head and neck cancer (HNC) diagnosis and examined associations with moderate or high daily opioid prescription dose. METHODS Using administrative data from Veterans Health Administration, we conducted a retrospective cohort analysis of 5522 Veterans treated for cancers of the upper aerodigestive tract between 2012 and 2019. Data included cancer diagnosis and treatments, pain severity, prescription opioid characteristics, demographics, and other clinical factors. RESULTS Two years post-HNC, 7.8% (n = 428) were receiving moderate or high-dose opioid therapy. Patients with at least moderate pain (18%, n = 996) had 2.48 times higher odds (95% CI = 1.94-3.09, p < 0.001) to be prescribed a moderate opioid dose or higher at 2 years post diagnosis. CONCLUSIONS Survivors of HNC with at least moderate pain were at elevated risk of continued use of moderate and high dose opioids.
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Affiliation(s)
- Shannon M Nugent
- Center to Improve Veteran Involvement in Care, VA Portland Health Care System, Portland, Oregon, USA
- Department of Psychiatry, Oregon Health & Science University, Portland, Oregon, USA
| | - Christopher G Slatore
- Center to Improve Veteran Involvement in Care, VA Portland Health Care System, Portland, Oregon, USA
- Department of Pulmonary and Critical Care, Oregon Health & Science University, Portland, Oregon, USA
| | - Kara Winchell
- Center to Improve Veteran Involvement in Care, VA Portland Health Care System, Portland, Oregon, USA
| | - Robert Handley
- Center to Improve Veteran Involvement in Care, VA Portland Health Care System, Portland, Oregon, USA
| | - Daniel Clayburgh
- VA Portland Health Care Center, Head and Neck Surgery, Portland, Oregon, USA
- Department of Otolaryngology, Oregon Health & Science University, Portland, Oregon, USA
| | - Ravi Chandra
- Department of Radiology, Oregon Health & Science Center, Portland, Oregon, USA
- Department of Radiation Oncology, Mid-Atlantic Permanente Medical Group, Rockville, Maryland, USA
| | - Elizabeth R Hooker
- Center to Improve Veteran Involvement in Care, VA Portland Health Care System, Portland, Oregon, USA
| | - Sara J Knight
- Informatics, Decisions-Enhancement and Analytic Sciences Center, VA Salt Lake City Health Care System, Salt Lake City, Utah, USA
- Department of Medicine, University of Utah Medical Center, Salt Lake City, Utah, USA
| | - Benjamin J Morasco
- Center to Improve Veteran Involvement in Care, VA Portland Health Care System, Portland, Oregon, USA
- Department of Psychiatry, Oregon Health & Science University, Portland, Oregon, USA
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Patel S, Rich BJ, Schumacher LED, Sargi ZB, Masforroll M, Washington C, Kwon D, Rueda-Lara MA, Freedman LM, Samuels SE, Abramowitz MC, Samuels MA, Carmona R, Azzam GA. ED visits, hospital admissions and treatment breaks in head/neck cancer patients undergoing radiotherapy. Front Oncol 2023; 13:1147474. [PMID: 36937396 PMCID: PMC10014878 DOI: 10.3389/fonc.2023.1147474] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 02/08/2023] [Indexed: 03/05/2023] Open
Abstract
Objectives Radiation therapy (RT) is an integral part of treatment of head/neck cancer (HNC) but is associated with many toxicities. We sought to evaluate sociodemographic, pathologic, and clinical factors associated with emergency department (ED) visits, hospital admissions (HA), and RT breaks in HNC patients undergoing curative-intent RT. Methods We completed a Level 3 (Oxford criteria for evidence-based medicine) analysis of a cohort of HNC patients who underwent curative-intent RT at our institution from 2013 to 2017. We collected demographic characteristics and retrospectively assessed for heavy opioid use, ED visits or HA during RT as well as RT breaks. Treatment breaks were defined as total days to RT fractions ratio ≥1.6. Multivariable stepwise logistic regression analyses were done to determine the association of various sociodemographic, pathologic, and clinical characteristics with ED visits, HA and RT treatment breaks. Results The cohort included 376 HNC patients (294 male, 82 female, median age 61). On multivariable analysis, significant factors associated with ED visits during RT were heavy opioid use and black race. Receipt of concomitant chemotherapy was the only factor associated with hospital admissions during RT. Advanced age, lower socioeconomic class, glandular site, and receipt of chemotherapy were all independently associated with RT breaks. Lower cancer stage and lack of substance abuse history were independently associated with lack of treatment breaks. Conclusion HNC patients with factors such as heavy opioid use, Black race, receipt of concomitant chemotherapy, and lower socioeconomic class may require closer monitoring during RT.
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Affiliation(s)
- Shareen Patel
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Benjamin J. Rich
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Leif-Erik D. Schumacher
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Zoukaa B. Sargi
- Department of Otolaryngology, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Melissa Masforroll
- Department of Medicine, Florida International University, Miami, FL, United States
| | - Cyrus Washington
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Deukwoo Kwon
- Department of Public Health Sciences, Biostatistics and Bioinformatics Shared Resource, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Maria A. Rueda-Lara
- Department of Psychiatry, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Laura M. Freedman
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Stuart E. Samuels
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Matthew C. Abramowitz
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Michael A. Samuels
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Ruben Carmona
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Gregory A. Azzam
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, United States
- *Correspondence: Gregory A. Azzam,
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Long-term opioid use in patients treated with head and neck intensity-modulated radiotherapy. Support Care Cancer 2022; 30:7517-7525. [PMID: 35666302 DOI: 10.1007/s00520-022-07155-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Accepted: 05/13/2022] [Indexed: 10/18/2022]
Abstract
PURPOSE Acute and chronic pain during and after radiotherapy is an important driver of poor quality of life. We aimed to identify risk factors associated with increased chronic opioid use in head and neck squamous cell cancer survivors. METHODS We performed a retrospective cohort analysis on head and neck squamous cell cancer patients treated with definitive or adjuvant intensity-modulated radiotherapy. We tracked their oncologic opioid prescription profile from initial presentation to the last follow-up date. We determined the incidences of 1- and 2-year opioid use and performed multivariate logistic regression for both outcomes. RESULTS Our analytic cohort consisted of 403 head and neck squamous cell cancer survivors. The numbers of patients requiring opioids at 3 months, 6 months, and 1 year after treatment were 316 (78%), 203 (50%), and 102 (25%), respectively. On multivariate logistic regression, positive smoking history (95% CI 1.86 [1.03, 3.43], p = 0.04), unemployment (95% CI 2.33 [1.16, 4.67], p = 0.02), prior psychiatric illness (95% CI 2.15 [1.05, 4.40], p = 0.03), and opiate use before radiotherapy (95% CI 2.75 [1.49, 5.20], p = 0.01) were independently associated with significantly greater odds of opioid use at 1 year. CONCLUSIONS Our institutional analysis has shown that a substantial amount of head and neck cancer survivors are chronically dependent on opioids following radiotherapy. We have identified a cohort at highest risk for long-term use, for whom early interventions should be targeted.
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Gilley DR, Clark AD, Wieser ME, Bollig CA, Dooley LM, Biedermann GB. Effectiveness of gabapentin in reducing opioid requirements after radiation in head and neck cancer in a single institution. Head Neck 2022; 44:1368-1376. [PMID: 35315549 DOI: 10.1002/hed.27035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2021] [Revised: 02/03/2022] [Accepted: 03/09/2022] [Indexed: 11/08/2022] Open
Abstract
BACKGROUND Gabapentin has been shown to reduce opioid use in head and neck cancer patients. Here, we examine the efficacy of prophylactic gabapentin at reducing opioid use in these patients at our institution. METHODS A retrospective study of patients receiving radiation was performed, using patients from our previous study as controls. Risk factors for opioid use at 3 and 6 months were determined using univariate and multivariate analyses. RESULTS In total, 53/185 patients were treated with gabapentin, 39.6% of which took opioids at 3 months vs. 58.3% in the non-gabapentin cohort (p = 0.021). Gabapentin was independently associated with less opioid use on multivariate analysis at 3 months (OR 0.47, 95% CI 0.24-0.9). Gastrostomy tube dependence and pretreatment opioid use were associated with chronic opioid use despite gabapentin. CONCLUSIONS Gabapentin is effective at expediting opioid tapering in head and neck cancer patients who are not gastrostomy tube dependent or taking opioids pretreatment.
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Affiliation(s)
- David R Gilley
- Department of Otolaryngology-Head and Neck Surgery, University of Missouri School of Medicine, Columbia, Missouri, USA
| | - Andrew D Clark
- Department of General Surgery, University of Missouri School of Medicine, Columbia, Missouri, USA
| | - Maggie E Wieser
- Degree Program, University of Missouri School of Medicine, Columbia, Missouri, USA
| | - Craig A Bollig
- Department of Otolaryngology-Head and Neck Surgery, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey, USA
| | - Laura M Dooley
- Department of Otolaryngology-Head and Neck Surgery, University of Missouri School of Medicine, Columbia, Missouri, USA
| | - Gregory B Biedermann
- Department of Radiology, Division of Radiation Oncology, Ellis Fischel Cancer Center, University of Missouri School of Medicine, Columbia, Missouri, USA
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Check DK, Avecilla RAV, Mills C, Dinan MA, Kamal AH, Murphy B, Rezk S, Winn A, Oeffinger KC. Opioid Prescribing and Use Among Cancer Survivors: A Mapping Review of Observational and Intervention Studies. J Pain Symptom Manage 2022; 63:e397-e417. [PMID: 34748896 DOI: 10.1016/j.jpainsymman.2021.10.015] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 10/22/2021] [Accepted: 10/23/2021] [Indexed: 12/12/2022]
Abstract
CONTEXT Recent years show a sharp increase in research on opioid use among cancer survivors, but evidence syntheses are lacking, leaving knowledge gaps. Corresponding research needs are unclear. OBJECTIVES To provide an evidence synthesis. METHODS We searched PubMed and Embase, identifying articles related to cancer, and opioid prescribing/use published through September 2020. We screened resulting titles/abstracts. Relevant studies underwent full-text review. Inclusion criteria were quantitative examination of and primary focus on opioid prescribing or use, and explicit inclusion of cancer survivors. Exclusion criteria included end-of-life opioid use and opioid use as a secondary or downstream outcome (for intervention studies). We extracted information on the opioid-related outcome(s) examined (including definitions and terminology used), study design, and methods. RESULTS Research returned 16,591 articles; 296 were included. Only 22 of 296 studies evaluated an intervention. There were 105 studies evaluating outcomes indicative of potentially high-risk, nonrecommended, or avoidable opioid use, e.g., continuous use-described as chronic use, prolonged use, and persistent use (n = 17); use after completion of curative-intent treatment-described as chronic opioid use, long-term opioid use, persistent opioid use, prolonged opioid use, continued opioid use, late opioid use, post-treatment opioid use (n = 27); use of opioids concurrent with other potentially high-risk medications (n = 13), and opioid misuse (n = 14). CONCLUSIONS We found lack of consistency in the measurement of and terms used to describe similar opioid use outcomes, and a lack of interventional research targeting well-documented patterns of potentially nonrecommended, potentially avoidable, or potentially high-risk opioid prescribing or use.
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Affiliation(s)
- Devon K Check
- Department of Population Health Sciences, Duke University School of Medicine (D.K.C.), Durham, North Carolina; Duke Cancer Institute, Duke University Medical Cente (D.K.C., R.A.A., C.M., A.H.K., K.C.O.), Durham, North Carolina.
| | - Renee A V Avecilla
- Duke Cancer Institute, Duke University Medical Cente (D.K.C., R.A.A., C.M., A.H.K., K.C.O.), Durham, North Carolina
| | - Coleman Mills
- Duke Cancer Institute, Duke University Medical Cente (D.K.C., R.A.A., C.M., A.H.K., K.C.O.), Durham, North Carolina
| | - Michaela A Dinan
- Department of Chronic Disease Epidemiology, Yale School of Public Health (M.A.D.), New Haven, Connecticut; Cancer Outcomes, Public Policy and Effectiveness Research (COPPER) Center, Yale Cancer Center (M.A.D.), New Haven, Connecticut
| | - Arif H Kamal
- Duke Cancer Institute, Duke University Medical Cente (D.K.C., R.A.A., C.M., A.H.K., K.C.O.), Durham, North Carolina; Department of Medicine, Duke University Medical Center (A.H.K.), Durham, North Carolina
| | - Beverly Murphy
- Duke University Medical Center Library & Archives, Duke University School of Medicine (B.M.), Durham, North Carolina
| | - Salma Rezk
- Division of Pharmaceutical Outcomes and Policy, UNC Eshelman School of Pharmacy (S.R.), Chapel Hill, North Carolina
| | - Aaron Winn
- School of Pharmacy, Medical College of Wisconsin (A.W.), Milwaukee, Wisconsin
| | - Kevin C Oeffinger
- Duke Cancer Institute, Duke University Medical Cente (D.K.C., R.A.A., C.M., A.H.K., K.C.O.), Durham, North Carolina; Department of Medicine, Duke University School of Medicine (K.C.O.), Durham, North Carolina
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Ganju R, Neeranjun R, Morse R, Lominska C, TenNapel M, Chen AM. Incidence and Predictors of Persistent Opioid Use in Survivors of Head and Neck Cancer Treated With Curative Radiation. Am J Clin Oncol 2022; 45:161-167. [PMID: 35131971 DOI: 10.1097/coc.0000000000000896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
PURPOSE We sought to characterize the incidence of chronic opioid dependence among head and neck cancer survivors treated by radiation, as well as to identify patient and treatment factors associated with persistent use. MATERIALS AND METHODS The medical records of patients with head and neck cancer who received radiation therapy from January 2012 to July 2016 were reviewed. All patients received 60 to 70 Gy with curative intent. Patients who progressed or died within 1 year were intentionally excluded. Opioid doses were calculated in morphine equivalent daily doses in milligrams (mg). Univariate and multivariate regression models were used to identify associations between demographic, medical, disease, and persistent opioid use. RESULTS Two hundred and sixty-one patients were included. The median follow-up was 39 months (range: 12 to 83 mo). Two hundred and eleven patients (80%) received opioids for pain control during radiation. The median morphine equivalent daily dose during treatment was 73.8 mg (range: 5 to 561 mg). Rates of persistent opioid use at 6 months, 1 year, and 2 years from completion of radiation were 41.8%, 30.1%, and 26.0%, respectively. On multivariate analysis, only preradiation opioid use correlated with persistent opioid use at all 3 time points (P<0.05). Smoking history and a Charlson comorbidity index ≥2 predicted for persistent opioid use at some time points, but not all. CONCLUSIONS High rates of persistent opioid use exist in patients with head and neck cancer after radiation therapy. Early interventions to appropriately wean patients should be further investigated.
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Affiliation(s)
- Rohit Ganju
- University of Kansas School of Medicine, Kansas City, KS
| | | | - Ryan Morse
- University of Kansas School of Medicine, Kansas City, KS
| | | | - Mindi TenNapel
- University of Kansas School of Medicine, Kansas City, KS
| | - Allen M Chen
- Irvine Chao Family Comprehensive Cancer Center, University of California, Irvine, CA
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7
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Wang JJ, Rubin SJ, Devaiah AK, Faden DL, Salama AR, Edwards HA. Long-Term Opioid Use in Post-Surgical Management of Patients With Head and Neck Cancer. Ann Otol Rhinol Laryngol 2021; 131:844-850. [PMID: 34521247 DOI: 10.1177/00034894211045771] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
OBJECTIVE This study aims to identify clinical and socioeconomic factors associated with long-term, post-surgical opioid use in the head and neck cancer population. METHODS A single center retrospective study was conducted including patients diagnosed with head and neck cancer between January 1, 2014 and July 1, 2019 who underwent primary surgical management. The primary outcome measure was continued opioid use 6 months after treatment completion. Both demographic and cancer-related variables were recorded to determine what factors were associated with prolonged opioid use. Univariate analysis was performed using chi-squared test for categorical variables and 2-sample t-test for continuous variables. Multivariate analysis was performed using logistic regression. RESULTS A total of 359 patients received primary surgical management. Forty-five patients (12.53%) continued to take opioids 6 months after treatment completion. Using univariate analysis, patients less than 65 years of age (P = .0126), adjuvant chemoradiation (n = 25, P < .001), and overall length of hospital stay (8.60 ± 8.58 days, P = .0274) were significantly associated with long term opioid use. Multivariate logistic regression showed that adjuvant chemoradiation (OR = 3.446, 95% CI [1.742, 6.820], P = .0004) and overall length of hospital stay (OR = 0.949, 95% CI [0.903, 0.997], P = .0373) to be significantly associated with opioid use 6 months after head and neck cancer treatment. CONCLUSION Long-term postoperative opioid use in head and neck cancer patients is significantly associated with adjuvant chemoradiation, and patients with longer length of hospital stay. Therefore, future research should focus on interventions to better manage opioid use during the acute treatment period to decrease long-term use.
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Affiliation(s)
- Judy J Wang
- Boston University School of Medicine, Boston, MA, USA.,Department of Otolaryngology-Head & Neck Surgery, Boston Medical Center, Boston, MA, USA
| | - Samuel J Rubin
- Boston University School of Medicine, Boston, MA, USA.,Department of Otolaryngology-Head & Neck Surgery, Boston Medical Center, Boston, MA, USA
| | - Anand K Devaiah
- Boston University School of Medicine, Boston, MA, USA.,Department of Otolaryngology-Head & Neck Surgery, Boston Medical Center, Boston, MA, USA
| | - Daniel L Faden
- Boston University School of Medicine, Boston, MA, USA.,Department of Otolaryngology-Head & Neck Surgery, Boston Medical Center, Boston, MA, USA
| | - Andrew R Salama
- Department of Oral and Maxillofacial Surgery, Boston Medical Center, Boston, MA, USA
| | - Heather A Edwards
- Boston University School of Medicine, Boston, MA, USA.,Department of Otolaryngology-Head & Neck Surgery, Boston Medical Center, Boston, MA, USA
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Rich BJ, Schumacher LED, Sargi ZB, Masforroll M, Kwon D, Zhao W, Rueda-Lara MA, Freedman LM, Elsayyad N, Samuels SE, Abramowitz MC, Samuels MA. Opioid use patterns in patients with head and neck cancer receiving radiation therapy: Single-institution retrospective analysis characterizing patients who did not require opioid therapy. Head Neck 2021; 43:2973-2984. [PMID: 34143542 DOI: 10.1002/hed.26785] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Revised: 05/06/2021] [Accepted: 06/07/2021] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND We had previously analyzed the variables that determine the rates of opioid use at 1-year postradiotherapy in patients with head and neck cancer. Here we analyze the variables associated with opioid abstinence during and in the 12 months after radiotherapy at our institution. METHODS We identified a cohort of patients with head and neck cancer who received radiotherapy as part of curative treatment at our institution. Logistic regression analyses were performed to determine socioeconomic and clinical factors associated with opioid abstinence. RESULTS The cohort included 376 patients. On multivariable analysis, patients from an upper-income class (p = 0.004), black race (p = 0.004), older (p = 0.008), with dependent children (p < 0.001) or receiving surgery (p = 0.002) were more likely to abstain from opioids, while patients using analgesic mouthwash (p = 0.009) or higher pain scale (p = 0.002) were less likely. CONCLUSION Socioeconomic and treatment characteristics are associated with opioid abstinence during and following radiation treatment in patients with head and neck cancer.
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Affiliation(s)
- Benjamin J Rich
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Leif-Erik D Schumacher
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Zoukaa B Sargi
- Department of Otolaryngology, University of Miami Miller School of Medicine, Miami, Florida, USA
| | | | - Deukwoo Kwon
- Department of Public Health Sciences, Biostatistics and Bioinformatics Shared Resource, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Wei Zhao
- Department of Public Health Sciences, Biostatistics and Bioinformatics Shared Resource, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Maria A Rueda-Lara
- Department of Psychiatry, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Laura M Freedman
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Nagy Elsayyad
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Stuart E Samuels
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Matthew C Abramowitz
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Michael A Samuels
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, Florida, USA
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