Evidence map›Paper›PMID 38259328›Full record

ArticleBMJ oncology2023

Long-term opioid therapy trajectories and overdose in patients with and without cancer.

Jessica S Merlin, Anne C Black, Amanda M Midboe, Lara Troszak, Steven M Asch, Amy Bohnert, Brenda T Fenton, Karleen F Giannitrapani, Peter Glassman, Robert D Kerns and 4 more

Open access · diamondAbstract read
In one paragraph

Article in BMJ oncology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
2.9field-weighted citation impact, top 9% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed, 10 citations in OpenAlex.

  1. Trial
  2. Article
  3. Article
  4. Article
  5. How Racialized Approaches to Opioid Use Disorder and Opioid Misuse Management Hamper Pharmacoequity for Cancer Pain.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2025
    Article
  6. Article
  7. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors at 8 institutions in 1 country.

Jessica S MerlinCHAllenges on Managing and Preventing Pain (CHAMPP) Clinical Research Center, University of Pittsburgh, Pittsburgh, PA, USA.
Anne C BlackDepartment of Psychiatry, Yale School of Medicine, New Haven, CT, USA.
Amanda M MidboeVA Palo Alto Healthcare System, Center for Innovation to Implementation, Palo Alto, CA.
Lara TroszakVA Palo Alto Healthcare System, Center for Innovation to Implementation, Palo Alto, CA.
Steven M AschVA Palo Alto Healthcare System, Center for Innovation to Implementation, Palo Alto, CA.
Amy BohnertVA Center for Clinical Management Research, Ann Arbor, MI, USA.
Brenda T FentonHealth Services Research & Development, VA Connecticut Healthcare System, West Haven, CT, USA.
Karleen F GiannitrapaniVA Palo Alto Healthcare System, Center for Innovation to Implementation, Palo Alto, CA.
Peter GlassmanVA Center for Medication Safety, VA Greater Los Angeles Healthcare System, Los Angeles, CA, USA.
Robert D KernsDepartment of Psychiatry, Yale School of Medicine, New Haven, CT, USA.
Maria SilveiraDivision of Geriatric and Palliative Medicine, University of Michigan, Ann Arbor, MI, USA.
Karl A LorenzVA Palo Alto Healthcare System, Center for Innovation to Implementation, Palo Alto, CA.
Erica A AbelDepartment of Psychiatry, Yale School of Medicine, New Haven, CT, USA.
William C BeckerHealth Services Research & Development, VA Connecticut Healthcare System, West Haven, CT, USA.
Yale University · USVA Palo Alto Health Care System · USHealth Services Research & Development · USMichigan Medicine · USStanford Medicine · USUniversity of California, Los Angeles · USUniversity of Pittsburgh · USVA Connecticut Healthcare System · US

Funding

Mentoring the next generation of researchers at the intersection of opioid use disorder and chronic painK24DA056837 · NIDA · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Megan Hamm, Jessica S Merlin · 2023 to 2026
$771k
HSRD VA SDR 02-237HSRD VA SDR 15-461NIDA NIH HHS K24 DA056837
6 · The paper itself

Abstract

Objective: Pain is experienced by most patients with cancer and opioids are a cornerstone of management. Our objectives were (1) to identify patterns or trajectories of long-term opioid therapy (LTOT) and their correlates among patients with and without cancer and (2) to assess the association between trajectories and risk for opioid overdose, considering the potential moderating role of cancer. Methods and Analysis: We conducted a retrospective cohort study among individuals in the US Veterans Health Administration (VHA) database with incident LTOT with and without cancer (N=44,351; N=285,772, respectively) between 2010-2017. We investigated the relationship between LTOT trajectory and all International Classification of Diseases-9 and 10-defined accidental and intentional opioid-related overdoses. Results: Trajectories of opioid receipt observed in patients without cancer and replicated in patients with cancer were: low-dose/stable trend, low-dose/de-escalating trend, moderate-dose/stable trend, moderate-dose/escalating with quadratic downturn trend, and high-dose/escalating with quadratic downturn trend. Time to first overdose was significantly predicted by higher-dose and escalating trajectories; the two low-dose trajectories conferred similar, lower risk. Conditional hazard ratios (99% CI) for the moderate-dose, moderate-dose/escalating with quadratic downturn and high-dose/escalating with quadratic downturn trends were 1·84 (1·18, 2·85), 2·56 (1·54, 4·25), and 2·41 (1·37, 4·26), respectively. Effects of trajectories on time to overdose did not differ by presence of cancer; inferences were replicated when restricting to patients with stage 3/4 cancer. Conclusion: Patients with cancer face opioid overdose risks like patients without cancer. Future studies should seek to expand and address our knowledge about opioid risk in cancer patients. Trial registration: None.

Identifiers

PMID38259328
PMCPMC10802123
OpenAlexW4382932207

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.