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Home/Cannabis Science/Cannabis and Cancer Pain: Evidence Gaps in Opioid Substitution
Cannabis and Cancer Pain: Evidence Gaps in Opioid Substitution
Cannabis Science

Cannabis and Cancer Pain: Evidence Gaps in Opioid Substitution

By Benjamin Caplan, MD
11 Min Read
Comments Off on Cannabis and Cancer Pain: Evidence Gaps in Opioid Substitution



By Dr. Benjamin Caplan, MD  |  Board-Certified Family Physician, CMO at CED Clinic  |  Evidence Watch

Clinical Insight | CED Clinic

Up to 40% of cancer patients now use cannabis for pain, often without informing their oncologists, while clinical evidence remains thin and guidelines do not endorse it as standard care. A new editorial in Cancer warns that emerging data linking dispensary availability to both reduced opioid use and increased hospital adverse events expose a research gap that demands urgent attention before clinical or policy conclusions can be drawn.

Table of Contents

  • Cannabis Legalization and Cancer Pain: Growing Access, Shrinking Evidence
      • Cannabis and Cancer Pain: When Patient Practice Outpaces Clinical Evidence
    • References
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Cannabis Legalization and Cancer Pain: Growing Access, Shrinking Evidence

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A peer-reviewed editorial published in Cancer contextualizes new observational findings suggesting that medical cannabis dispensary availability correlates with both reduced strong opioid prescribing and a rise in adverse hospital events among cancer surgery patients, arguing that the current evidence base is structurally insufficient to support confident clinical guidance or policy conclusions.

CED Clinical Relevance
#78
High Relevance
Directly addresses the clinical reality of widespread cannabis use in oncology and identifies actionable safety concerns around drug interactions and patient non-disclosure.
Cannabis Policy
Cancer Pain
Opioid Substitution
Drug Interactions
Health Policy
Why This Matters

Cancer pain remains one of the most consequential quality-of-life challenges in oncology, and the opioid crisis has already constrained how aggressively many clinicians prescribe. Into this gap, cannabis has quietly become a default self-treatment for an estimated one in three cancer patients. Yet clinicians lack evidence on safety, dosing, drug interactions, and outcomes. When new real-world data simultaneously signal reduced opioid use and increased emergency visits, the stakes of this evidence vacuum become impossible to ignore. Every day without better data is a day when patients and their providers are navigating a pharmacological landscape in the dark.

Study at a Glance
Study Type Editorial / Expert Commentary
Population Cancer patients; commentary references ~35,000 privately insured adults aged 18 to 64 with breast, colorectal, or lung cancer undergoing resection (from Hu et al.)
Intervention / Focus State-level medical cannabis legalization and dispensary availability
Comparator Opioid-centric cancer pain management; pre-legalization baseline
Primary Outcomes Opioid prescribing patterns and adverse hospital events (ED visits and hospitalizations) following cannabis policy changes
Sample Size No original data; references Hu et al. study of approximately 35,000 patients across 27 states
Journal Cancer
Year 2025
DOI / PMID 10.1002/cncr.70158
Funding Source National Cancer Institute, NIH (Award R37CA291990)
Clinical Summary

Cancer pain management in the United States sits at a difficult intersection of two converging forces: the tightening of opioid prescribing driven by the overdose crisis and the rapid expansion of legal cannabis access now available in the majority of states. Between 25% and 40% of cancer patients report using cannabis, many for pain relief, yet clinical practice guidelines from NCCN (2025) and ASCO (2024) do not recommend it as standard therapy. Randomized trials and systematic reviews, including a 2023 Cochrane analysis, have generally shown minimal effects of cannabis-based medicines on cancer pain. Against this backdrop, Donahoe, Sabik, and Check published their editorial to contextualize a new observational study by Hu et al., which used a difference-in-differences design across 27 states to examine how cannabis legalization and dispensary availability affect opioid prescribing and hospital adverse events in cancer surgery patients.

The Hu et al. study found that dispensary availability was associated with a 13% decline in receipt of strong short-acting opioids and a simultaneous 13% increase in adverse hospital events, including all-cause emergency department visits and hospitalizations. Notably, legalization alone, without dispensary access, did not produce significant changes. The editorialists highlight three critical research gaps: the mechanisms behind the adverse event increase (potentially including drug-drug interactions with oncology regimens), the absence of patient-centered outcomes such as pain severity and quality of life from claims data, and the heterogeneity across patient populations and local cannabis market characteristics. They argue that insurance claims fundamentally cannot capture cannabis product type, dose, or potency, and they call for integrated data systems linking claims, electronic health records, dispensary transaction records, and patient-reported outcomes.

Dr. Caplan’s Analysis
A physician’s reading of the evidence

Cannabis and Cancer Pain: When Patient Practice Outpaces Clinical Evidence

More than a third of cancer patients are using cannabis, often for pain, often instead of opioids, and often without telling their oncologist. That is not a future policy problem. That is the consultation happening right now. The editorial by Donahoe, Sabik, and Check does something valuable: it takes the Hu et al. findings seriously without overstating them, and it maps the edges of what we can and cannot learn from the data we currently have. The core contribution here is diagnostic rather than prescriptive. The authors correctly identify that insurance claims data are structurally incapable of capturing the variables that matter most, including product type, potency, dosing, and drug interactions. It is like trying to study the effects of “drinking alcohol” on health outcomes while only knowing which states allow bars to be open. You cannot tell whether patients are having a glass of wine with dinner or a bottle of spirits on an empty stomach. That analogy cuts to the heart of why a 13% decline in opioid receipt does not tell us whether patients are better off, and a 13% increase in adverse events does not tell us what went wrong.

Where the editorial becomes less convincing is in its suggestion that drug interactions may be a primary mechanism behind the observed rise in adverse events. This is a biologically plausible hypothesis, but it is offered without pharmacokinetic evidence, specific interaction data for surgical oncology regimens, or even severity stratification of the adverse events themselves. A 13% rise in emergency visits means very different things depending on whether patients are presenting with cannabis-related anxiety or with serious perioperative toxicity. The editorial also does not interrogate whether the study population, privately insured adults aged 18 to 64 undergoing curative-intent surgery, represents the cohort most likely to experience problematic cannabis-opioid substitution. These are important blind spots. Similarly, the ambitious proposal for linking dispensary transaction data, electronic health records, and patient-reported outcomes is sound in principle, but the editorial does not grapple with the substantial legal and privacy barriers that make such linkages difficult in practice. The best ideas are the ones that survive contact with institutional reality, and this proposal has not yet been tested there.

What I would say to a patient is straightforward: I want to know if you are using cannabis, not to judge you, but because it may interact with your other medications in ways neither of us fully understands yet. What I would say to a colleague is that these data are a signal worth watching, but I would not change my clinical approach based on a 13% association from claims data alone. I would, however, start asking every cancer patient about cannabis use at every visit, because many will not volunteer it. And what I would say to a policymaker is that legalization without clinical infrastructure, including training, disclosure systems, interaction screening, and outcome monitoring, is a policy that has run ahead of the science. The dispensaries opened; the evidence base has not kept pace. In rapidly evolving therapeutic landscapes, the gap between what patients are already doing and what clinicians know about it is itself a safety risk, and that gap demands active clinical inquiry, not passive waiting for better evidence.

Clinical Perspective

This editorial sits at an early point in the research arc for cannabis and cancer pain, a stage where large-scale observational signals are beginning to emerge but where the mechanistic, dosing, and safety questions required for clinical guidance remain unanswered. Randomized controlled trials, as characterized by both the 2023 Cochrane review and the 2021 BMJ systematic review, have shown generally minimal effects for cannabis-based medicines on cancer pain. The Hu et al. findings add a new dimension by suggesting that population-level policy changes are shifting real-world prescribing patterns, but without the granularity to determine whether those shifts are beneficial, harmful, or mixed.

From a pharmacological standpoint, the potential for interactions between cannabinoids and cancer therapeutics is biologically plausible but clinically uncharacterized for most regimen combinations. Cannabis compounds are metabolized through cytochrome P450 pathways that overlap with many chemotherapy agents, targeted therapies, and perioperative medications. Given that surveys consistently show high rates of patient non-disclosure, the interaction risk may be invisible in routine clinical encounters. The ASCO 2024 guideline recommends that clinicians proactively inquire about cannabis use, counsel patients on known and unknown risks, and monitor for adverse effects. Implementing this recommendation systematically, at every oncology encounter and not just when patients volunteer information, is the single most actionable step clinicians can take today while the evidence base matures.

What Kind of Evidence Is This?

This is a peer-reviewed editorial published in Cancer alongside the original research article by Hu et al. It presents no original data, performs no systematic literature search, and occupies the lowest tier of the evidence hierarchy in terms of primary evidence generation. Its value lies in expert synthesis and research agenda-setting. The single most important inference constraint is that the quantitative findings it discusses (the 13% opioid decline and 13% adverse event increase) are observational associations from a companion study, not causal conclusions established by the editorial itself.

How This Fits With the Broader Literature

The editorial’s characterization of the evidence base aligns well with the 2023 Cochrane review by Hauser et al. and the 2021 BMJ meta-analysis by Wang et al., both of which found limited evidence supporting cannabis-based medicines for cancer pain. The Hu et al. observational findings extend this landscape by introducing population-level policy data, a different methodology than patient-level trials. The simultaneous signal of reduced opioid prescribing alongside increased adverse events introduces a tension not well captured in prior literature, which has focused primarily on efficacy. This editorial’s unique contribution is in framing the problem as a data infrastructure failure rather than solely an efficacy question, arguing that the research community is asking the right questions with the wrong tools.

Could Different Analyses Have Changed the Result?

Because this is an editorial and not an empirical study, the question of alternative analyses applies primarily to its interpretation of Hu et al. The most consequential analytic choice in the underlying study is the use of a difference-in-differences design using policy legalization as a proxy for individual cannabis exposure. Had Hu et al. been able to incorporate individual-level cannabis use data, dispensary transaction records, or severity-stratified adverse event coding, the findings might have looked quite different. A 13% increase in all-cause ED visits could reflect minor cannabis-related side effects, undertreated pain driving patients to seek emergency care, or genuinely harmful drug interactions. Without severity data, these interpretations are indistinguishable. The editorial acknowledges this gap but could have been more explicit about how it constrains the Hu et al. conclusions.

Common Misreadings

The most likely overinterpretation is reading the 13% increase in adverse hospital events as evidence that cannabis legalization causes harm in cancer patients. Neither the Hu et al. study nor this editorial claims causation; the finding is an observational association from claims data that cannot distinguish cannabis-related harms from unrelated trends in healthcare utilization. Equally misleading would be treating the 13% reduction in strong opioid prescribing as proof that cannabis effectively substitutes for opioids. Reduced opioid receipt could reflect successful substitution, undertreated pain, or changes in prescribing culture unrelated to cannabis. Readers should also note that this editorial presents no original data and should not be cited as primary evidence for any quantitative claim.

Bottom Line

This editorial contributes an accurate, evidence-cautious framing of the gap between widespread cannabis use among cancer patients and the thin clinical evidence base guiding that use. It does not establish whether cannabis substitution for opioids in cancer pain is helpful, harmful, or neutral. What it does establish, convincingly, is that the data tools currently available to researchers are inadequate for answering the most clinically important questions. For clinicians today, the actionable takeaway is immediate: ask every cancer patient about cannabis use, counsel on known uncertainties, and do not wait for better data to start the conversation.

Frequently Asked Questions

Does this study prove that cannabis is dangerous for cancer patients?

No. The editorial discusses an observational association between dispensary availability and increased hospital events, but this finding does not establish causation. The adverse events could be related to cannabis, to changes in pain management, or to other factors entirely. Much more research is needed before any causal claims can be made.

Should I stop using cannabis for my cancer-related pain?

This editorial does not recommend stopping cannabis use. What it strongly suggests is that patients should tell their oncologist and care team about any cannabis use so that potential drug interactions can be monitored and pain management can be appropriately coordinated. The most important step is open communication with your provider.

Do oncology guidelines recommend cannabis for cancer pain?

Current guidelines from NCCN (2025) and ASCO (2024) do not recommend cannabis as a standard treatment for cancer pain. However, ASCO guidance does recommend that clinicians proactively ask about cannabis use, provide counseling on what is and is not known, and monitor patients for adverse effects. The evidence base is considered too limited for a formal recommendation in favor of cannabis for this indication.

Can cannabis interact with my cancer medications?

This is a genuine concern. Cannabinoids are metabolized through some of the same liver enzyme pathways as many chemotherapy agents and other oncology drugs. While specific interaction data remain limited for most regimen combinations, the theoretical potential for clinically significant interactions exists. This is another important reason to discuss cannabis use with your medical team.

References

  1. Hu J-C, Karan K, Zhang H, et al. Medical marijuana policies, opioid prescriptions, and adverse events among patients undergoing cancer resection surgery. Cancer. 2025;131:e70107. doi:10.1002/cncr.70107
  2. Hauser W, Welsch P, Radbruch L, Fisher E, Bell RT, Moore RA. Cannabis-based medicines and medical cannabis for adults with cancer pain. Cochrane Database Syst Rev. 2023;6:CD014915.
  3. Wang L, Hong PJ, May C, et al. Medical cannabis or cannabinoids for chronic non-cancer and cancer related pain: a systematic review and meta-analysis of randomised clinical trials. BMJ. 2021;374:n1034.
  4. Braun IM, Bohlke K, Abrams DI, et al. Cannabis and cannabinoids in adults with cancer: ASCO guideline. J Clin Oncol. 2024;42:1575-1593.
  5. Ellison GL, Helzlsouer KJ, Rosefield SM, et al. Perceptions, prevalence, and patterns of cannabis use among cancer patients treated at 12 NCI-designated cancer centers. J Natl Cancer Inst Monogr. 2024:202-217.
  6. Enzinger AC, Ghosh K, Keating NL, Cutler DM, Landrum MB, Wright AA. US trends in opioid access among patients with poor prognosis cancer near the end-of-life. J Clin Oncol. 2021;39:2948-2958. doi:10.1200/JCO.21.00476
  7. Braun IM, Wright A, Peteet J, et al. Medical oncologists’ beliefs, practices, and knowledge regarding marijuana used therapeutically: a nationally representative survey study. J Clin Oncol. 2018;36:1957-1962.
  8. Leung J, Chan GCK, Hides L, Hall WD. What is the prevalence and risk of cannabis use disorders among people who use cannabis? A systematic review and meta-analysis. Addict Behav. 2020;109:106479.
  9. Swarm RA, Youngwerth JM, Agne JL, et al. Adult Cancer Pain, Version 2.2025, NCCN Clinical Practice Guidelines in Oncology. JNCCN. 2025;23:e250032.
  10. Aitken M, Kleinrock M, Campbell A, Munoz E. Prescription opioid trends in the United States. IQVIA Inst Hum Data Sci. Dec 2020.
Further Reading
Evidence WatchCannabis and Opioid Substitution: What the Evidence Actually Shows
CED Clinic BlogCannabis Drug Interactions: What Patients Should Know
Evidence WatchCancer Pain Management and Cannabis: The Research Landscape

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