Opioid tapering in patients with prescription opioid use disorder: A retrospective study
Abstract
Background and aims: Opioid use disorder (OUD) refers to a maladaptive pattern of opioid use leading to clinically significant impairment or distress. OUD causes, and vice versa, misuses and abuse of opioid medications. Clinicians face daily challenges to treat patients with prescription opioid use disorder. An evidence-based management for people who are already addicted to opioids has been identified as the national priority in the US; however, options are limited in clinical practices. In this study, we aimed to explore the success rate and important adjuvant medications in the medication assisted treatment with temporary use of methadone for opioid discontinuation in patients with prescription OUD. Methods: This is a retrospective chart review performed at a private physician office for physical medicine and rehabilitation. We reviewed all medical records dated between December 1st, 2011 and August 30th, 2016. The initial evaluation of the included patients ( N =140) was completed between December 1st, 2011 and December 31st, 2014. They all have concumittant prescription OUD and chronic non-cancer pain. The patients (87 female and 53 male) were 46.7 ± 12.7 years old, and had a history of opioid use of 7.7 ±6.1 years. All patients received the comprehensive opioid taper treatments (including interventional pain management techniques, psychotherapy, acupuncture, physical modalities and exercises, and adjuvant medications) on top of the medication assisted treatment using methadone (transient use). Opioid tapering was considered successful when no opioid medication was used in the last patient visit. Results: The 140 patients had pain of 9.6 ± 8.4 years with 8/10 intensity before treatment which decreased after treatment in all comparisons ( p < 0.001 for all). Opioids were successfully tapered off in 39 (27.9%) patients after 6.6 ±6.7 visits over 8.8 ±7.2 months; these patients maintained opioid abstinence over 14.3 ± 13.0 months with regular office visits. Among the 101 patients with unsuccessful opioid tapering, 13 patients only visited the outpatient clinic once. Significant differences were found between patients with and without successful opioid tapering in treatment duration, number of clinic visits, the use of mirtazepine, bupropion, topiramate, and trigger point injections with the univariate analyses. The use of mirtazepine (OR, 3.75; 95% CI, 1.48–9.49), topiramate (OR, 5.61; 95% CI, 1.91–16.48), or bupropion (OR, 2.5; 95% CI, 1.08–5.81) was significantly associated with successful opioid tapering. The associations remain significant for mirtazepine and topiramate (not bupropion) in different adjusted models. Conclusions: With comprehensive treatments, 27.9% of patients had successful opioid tapering with opioid abstinence for over a year. The use of mirtazepine, topiramate, or likely bupropion was associated with successful opioid tapering in the medication assisted treatment with temporary use of methadone. Opioid tapering may be a practical option and should be considered for managing prescription OUD. Implications: For patients with OUD, indefinite opioid maintenance treatment may not be necessary. Considering the ethical values of autonomy, nonmaleficence, and beneficence, clinicians should provide patients with OUD the option of opioid tapering.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Use of other medications during tapering has been associated with successful cessation, including various antidepressants, antipsychotics, gabapentin and pregabalin.
“The use of other medications during tapering has been associated with successful cessation, 59 including various antidepressants, antipsychotics, gabapentin and pregabalin.”
From Tapering and withdrawing opioids: guidance informed by fundamental principles to minimise withdrawal symptoms (2025) · cites this paper as [59]
Cites
Diagnostic and Statistical Manual of Mental Disorders
American Psychiatric Association (2013) · doi:10.1176/appi.books.9780890425596 · Cited by 116,369 · see citing works
Diagnostic and Statistical Manual of Mental Disorders
Williams, J. B. W., & First, M. B. (2013) · Oxford University Press eBooks · doi:10.1093/acrefore/9780199975839.013.104 · Cited by 109,841 · see citing works
CDC Guideline for Prescribing Opioids for Chronic Pain—United States, 2016
Dowell, D., Haegerich, T. M., & Chou, R. (2016) · JAMA · doi:10.1001/jama.2016.1464 · Cited by 5,161 · see citing works
The biopsychosocial approach to chronic pain: Scientific advances and future directions.
Gatchel, R. J., Peng, Y. B., Peters, M. L., Fuchs, P. N., & Turk, D. C. (2007) · Psychological Bulletin · doi:10.1037/0033-2909.133.4.581 · Cited by 3,392 · see citing works
Self-citationIncreases in drug and opioid-involved overdose deaths – United States, 2010-2015
Rudd, R. A., Seth, P., David, F., & Scholl, L. (2016) · MMWR. Morbidity and Mortality Weekly Report · doi:10.15585/mmwr.mm655051e1 · Cited by 2,194 · see citing works
The economic burden of prescription opioid overdose, abuse and dependence in the United States, 2013
Florence, C. S., Zhou, C., Luo, F., & Xu, L. (2016) · Medical Care · doi:10.1097/mlr.0000000000000625 · Cited by 1,152 · see citing works
Medication-Assisted Treatment of Opioid Use Disorder
Connery, H. S. (2015) · Harvard Review of Psychiatry · doi:10.1097/hrp.0000000000000075 · Cited by 577 · see citing works
Treatment of opioid-use disorders
Schuckit, M. A. (2016) · New England Journal of Medicine · doi:10.1056/nejmra1604339 · Cited by 540 · see citing works
ASIPP, A. (2012) · Pain Physician · doi:10.36076/ppj.2012/15/s67 · Cited by 426 · see citing works
Geographic and Specialty Distribution of US Physicians Trained to Treat Opioid Use Disorder
Rosenblatt, R. A., Andrilla, C. H. A., Catlin, M., & Larson, E. H. (2015) · The Annals of Family Medicine · doi:10.1370/afm.1735 · Cited by 380 · see citing works
CDC guideline for prescribing opioids for chronic pain
Haegerich, T. M., Dowell, D., & Tauben, D. J. (2016) · Cited by 330 · see citing works
Confronting the Stigma of Opioid Use Disorder—and Its Treatment
Olsen, Y. K., & Sharfstein, J. M. (2014) · JAMA · doi:10.1001/jama.2014.2147 · Cited by 306 · see citing works
Ending the Opioid Epidemic — A Call to Action
Murthy, V. H. (2016) · New England Journal of Medicine · doi:10.1056/nejmp1612578 · Cited by 294 · see citing works
Chou, R., Cruciani, R. A., Fiellin, D. A., Compton, P. A., Farrar, J. T., Haigney, M. C., Inturrisi, C. E., Knight, J. R., Otis‐Green, S., Marcus, S. M., et al. (2014) · Journal of Pain · doi:10.1016/j.jpain.2014.01.494 · Cited by 263 · see citing works
Prescription Opioid Misuse, Abuse, and Treatment in the United States: An Update
Brady, K. T., McCauley, J. L., & Back, S. E. (2015) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2015.15020262 · Cited by 249 · see citing works
Tapering Long-term Opioid Therapy in Chronic Noncancer Pain
Berna, C., Kulich, R. J., & Rathmell, J. P. (2015) · Mayo Clinic Proceedings · doi:10.1016/j.mayocp.2015.04.003 · Cited by 217 · see citing works
Weiss, R. D., Potter, J. S., Griffin, M. L., Provost, S. E., Fitzmaurice, G. M., McDermott, K. A., Srisarajivakul, E. N., Dodd, D. R., Dreifuss, J. A., McHugh, R. K., et al. (2015) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2015.02.030 · Cited by 146 · see citing works
Argoff, C. E., & Silvershein, D. I. (2009) · Mayo Clinic Proceedings · doi:10.1016/s0025-6196(11)60749-0 · Cited by 141 · see citing works
The Pharmacotherapy of Chronic Pain: A Review
Lynch, M. E., & Watson, C. P. N. (2006) · Pain Research and Management · doi:10.1155/2006/642568 · Cited by 131 · see citing works
Psychostimulant drugs for cocaine dependence
Castells, X., Cunill, R., Pérez-Mañá, C., Vidal, X., & Capellà, D. (2016) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd007380.pub4 · Cited by 110 · see citing works
Kerridge, B. T., Saha, T. D., Chou, S. P., Zhang, H., Jung, J., Ruan, W. J., Smith, S. M. R., Huang, B., & Hasin, D. S. (2015) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2015.08.026 · Cited by 88 · see citing works
Clinical Management of Opioid Use Disorder
Dunlap, B., & Cifu, A. S. (2016) · JAMA · doi:10.1001/jama.2016.9795 · Cited by 63 · see citing works
Graves, S. M., Rafeyan, R., Watts, J., & Napier, T. C. (2012) · Pharmacology & Therapeutics · doi:10.1016/j.pharmthera.2012.08.013 · Cited by 49 · see citing works
Stavseth, M. R., Gossop, M., & Clausen, T. (2013) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2013.10.006 · Cited by 37 · see citing works
Korff, M. V., Walker, R. L., Saunders, K. W., Shortreed, S. M., Thakral, M., Parchman, M. L., Hansen, R. N., Ludman, E. J., Sherman, K. J., & Dublin, S. (2017) · International Journal of Drug Policy · doi:10.1016/j.drugpo.2017.05.053 · Cited by 34 · see citing works
Weimer, M. B., & Chou, R. (2014) · Journal of Pain · doi:10.1016/j.jpain.2014.01.496 · Cited by 24 · see citing works
Clinical Neuroscience of Addiction: Similarities and Differences Between Alcohol and Other Drugs
Karoly, H. C., YorkWilliams, S. L., & Hutchison, K. E. (2015) · Alcoholism Clinical and Experimental Research · doi:10.1111/acer.12884 · Cited by 19 · see citing works
Oral and intravenous methadone use: some clinical and pharmacokinetic aspects
Felder, C., Uehlinger, C., Baumann, P., Powell, K., & Eap, C. B. (1999) · Drug and Alcohol Dependence · doi:10.1016/s0376-8716(98)00190-2 · Cited by 18 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Avery, N., McNeilage, A. G., Stanaway, F., Ashton-James, C. E., Blyth, F. M., Martin, R., Gholamrezaei, A., & Glare, P. (2022) · BMJ · doi:10.1136/bmj-2021-066375 · Cited by 56 · see citing works
Tapering opioids: a comprehensive qualitative review
Davis, M. P., Digwood, G., Mehta, Z., & McPherson, M. L. (2020) · Annals of Palliative Medicine · doi:10.21037/apm.2019.12.10 · Cited by 33 · see citing works
Veldman, S. E., van Beek, M., van Rijswijk, S. M., Ellerbroek, H., Timmerman, H., van der Wal, S., Steegers, M. A. H., & Schellekens, A. (2021) · Pain · doi:10.1097/j.pain.0000000000002462 · Cited by 19 · see citing works
Integrative Pharmacology in the Treatment of Substance Use Disorders
Donlon, J., Kumari, P., Varghese, S. P., Bai, M. Y., Florentin, O. D., Frost, E. D., Banks, J., Vadlapatla, N., Kam, O., Shad, M. U., et al. (2023) · Journal of Dual Diagnosis · doi:10.1080/15504263.2023.2293854 · Cited by 15 · see citing works
Schellekens, A., Veldman, S. E., Suranto, E. S. D., van Rijswijk, S. M., van der Wal, S. E. I., Schene, A. H., & Beek, M. H. C. T. V. (2021) · Journal of Clinical Medicine · doi:10.3390/jcm10163727 · Cited by 9 · see citing works
Tapering Opioid Therapy: Clinical Strategies
Pergolizzi, J. V., Rosenblatt, M., Mariano, D. J., & Bisney, J. (2018) · Pain Management · doi:10.2217/pmt-2018-0040 · Cited by 9 · see citing works
Davies, L. E. M., Koster, E. S., Damen, K. F. M., Beurmanjer, H., van Dam, V. W., Bouvy, M. L., & Schellekens, A. (2023) · BMJ Open · doi:10.1136/bmjopen-2023-075246 · Cited by 10 · see citing works
Differences in the Receptor Binding Profile of Lofexidine Compared to Clonidine
Raffa, R. B., Pergolizzi, J. V., Taylor, R. E., James, R. P., & Pirner, M. (2019) · Pharmacology & Pharmacy · doi:10.4236/pp.2019.101001 · Cited by 8 · see citing works
Burmester, S., Krüger, C., Hällgren, J., Westman, J., & Franck, J. (2024) · BMC Psychiatry · doi:10.1186/s12888-024-06368-w · Cited by 1 · see citing works
Ethical Challenges in Managing People Living With Chronic Pain: A Scoping ReviewPreprint
Alvis, W. A., Mustafah, N. M., & Yusof, A. N. M. (2025) · Research Square · doi:10.21203/rs.3.rs-7846794/v1 · Cited by 1 · see citing works
Abie Horowitz, M., Framer, A., Strang, J., & Taylor, D. (2025) · Therapeutic Advances in Psychopharmacology · doi:10.1177/20451253251371504
“The use of other medications during tapering has been associated with successful cessation, 59 including various antidepressants, antipsychotics, gabapentin and pregabalin.”
Preoperative Management of Chronic Opioid Therapy
McAnally, H. B., & Darnall, B. D. (2019) · Oxford University Press eBooks · doi:10.1093/med/9780190920142.003.0010
Kelly, D. N., Mariano, E. R., & Jaremko, K. M. (2024) · Anaesthesia · doi:10.1111/anae.16412
Zhou, K. (2024) · Springer eBooks · doi:10.1007/978-1-0716-4039-5_14
Self-citationDubois, C., Weaver, O. R., Ye, M., Gilani, F., Samanani, S., Jess, E., & Eurich, D. T. (2024) · Journal of Opioid Management · doi:10.5055/jom.0880
Bertin, C., Kerckhove, N., Ferrer, F., Pereira, B., Dualé, C., Richard, D., Authier, N., & Delage, N. (2025) · Pain and Therapy · doi:10.1007/s40122-025-00781-z
Hill, R. A., Maden, M., Duarte, R. V., Eldabe, S. S., Golder, S., Chaplin, M., Shaw, B., Sutcliffe, K., Todd, A., Bresnahan, R., et al. (2024) · Health Technology Assessment · doi:10.3310/gdwp3572
- Authors
- Zhou, K., Jia, P., Bhargava, S., Zhang, Y., Reza, T., Peng, Y. B., & Wang, G. G.
- Affiliations
- Sisters of Charity Hospital (US)
- International Institute for Geo-Information Science and Earth Observation (NL)
- Chongqing Medical University (CN)
- Avalon University School of Medicine (CW)
- The University of Texas at Arlington (US)
- Corresponding author
- Zhou, Kehua
- Wang, Gary G.
- Venue
- Scandinavian Journal of Pain
- Publisher
- Walter de Gruyter GmbH
- Published
- 2017-10-01
- Volume
- 17
- Issue
- 1
- Pages
- 167-173
- ISSN
- 1877-8860 (ISSN-L)
- 1877-8879
- OpenAlex
- W2764311355
- Cited by
- 18
- References
- 28
- Citations by year
- 2025: 3 · 2024: 5 · 2023: 2 · 2022: 1 · 2021: 2 · 2020: 1 · 2019: 3 · 2018: 1
- FWCI
- 1.28
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Scandinavian Journal of Pain (publishedVersion)
- PubMed (publishedVersion)
- University of Twente Research Information (publishedVersion)
- University of Twente Research Information (submittedVersion)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Opioid Use Disorder Treatment
- Health Sciences › Medicine › Anesthesiology and Pain Medicine › Pain Management and Opioid Use
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Keywords
- prescription opioid use disorder, opioid tapering, opioid discontinuation, chronic non-cancer pain, methadone maintenance treatment, medication-assisted treatment, bupropion, topiramate, trigger point injection, acupuncture, psychotherapy, treatment success rate, opioid abstinence, treatment duration, clinic visits, rehabilitation medicine, interventional pain management
- MeSH terms
- Analgesics, Opioid, Female, Humans, Male, Methadone, Middle Aged, Opioid-Related Disorders, Pain, Drug Prescriptions, Retrospective Studies, Opiate Substitution Treatment, Chronic Pain, Pain Management
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review