“Background: The efficacy of medical cannabis in alleviating pain has been demonstrated in clinical trials, yet questions remain regarding the extent to which specific chemical compounds contribute to analgesia versus expectation-based (placebo) responses. Effective blinding is notoriously difficult in cannabis trials, complicating the identification of compound-specific effects.

Methods: In a prospective study of 329 chronic pain patients (40% females; aged 48.9 ± 15.5) prescribed medical cannabis, we examined whether the chemical composition of cannabis cultivars could predict treatment outcomes. We used a Random Forest classifier with nested cross-validation to assess the predictive value of demographics, clinical features, and approximately 200 chemical compounds. Model robustness was evaluated using six additional machine learning algorithms.

Results: Here we show that incorporating chemical composition markedly improves the prediction of pain relief (AUC = 0.63 ± 0.10) compared to models using only demographic and clinical features (AUC = 0.52 ± 0.09; p < 0.001). This result is consistent across all models tested. While well-known cannabinoids such as THC and CBD provide limited predictive value, specific terpenoids, particularly α-Bisabolol and eucalyptol, emerge as key predictors of treatment response.

Conclusions: Our findings demonstrate that pain relief can be predicted from cannabis chemical profiles that are unknown to patients, providing evidence for compound-specific therapeutic effects. These results highlight the importance of considering the full range of cannabis compounds when developing more precise and effective cannabis-based therapies for pain management.”

https://pubmed.ncbi.nlm.nih.gov/40670615/

“Chronic pain affects millions of people, and many turn to medical cannabis for relief. However, scientists debate whether cannabis truly reduces pain or if patients feel better simply because they expect it to work (placebo effect). In this study, we looked at 329 people who used medical cannabis and analyzed the chemical makeup of their treatments. Using machine learning, we tested whether the specific chemicals in cannabis could predict who would get pain relief.

We found that patients’ pain improvement could be predicted from the chemical content of their cannabis, even though patients didn’t know what chemicals they were receiving. This suggests that cannabis provides real pain relief beyond just patient expectations.

These findings show that medical cannabis has genuine therapeutic effects for pain management.”

“In conclusion, to the best of our knowledge, our study provides compelling evidence that the efficacy of MC in pain relief is not merely a placebo response but is strongly influenced by its diverse chemical composition. Our findings challenge the traditional focus on THC and CBD as the primary therapeutic agents in cannabis and highlight the importance of considering the full spectrum of chemical compounds present in MC. By embracing a more comprehensive approach to understanding MC’s therapeutic potential, we can work towards developing safer, more effective, and more precisely targeted treatments for the millions of individuals suffering from chronic pain worldwide.”

https://www.nature.com/articles/s43856-025-00996-3

“Introduction: Chronic pain remains a challenge, with standard therapies often providing inadequate pain relief and causing undesirable side effects. Medicinal cannabis has emerged as promising alternative. This study assessed the impact of a cannabis hybrid extract on pain intensity and quality of life in daily clinical use.

Methods: ESCAPE was an observational study and included patients aged ≥ 18 years with chronic pain in Germany. The primary objective was to evaluate the effectiveness of the Cannamedical^® Hybrid Cannabis Extract THC25:CBD25 on pain during four visits (V1-V4) in clinical practice, and key secondary objectives were pain interference and quality of life. Pain intensity was measured using the Numeric Rating Scale (NRS) of the Brief Pain Inventory (BPI) questionnaire. Pain interference was evaluated with the BPI pain interference subscore, and quality of life-particularly physical and mental health-was assessed with the Short Form-12 (SF-12) questionnaire. Additionally, patient and physician satisfaction with the extract was assessed.

Results: The study included 64 patients (50% female) with chronic pain (intention-to treat population; ITT). Cannabis-naïve patients of the ITT were defined as a subgroup and analyzed separately (N = 35). Mean (± SD) NRS-assessed pain intensity decreased during the study, in both the ITT (5.46 ± 1.73 at V1 vs. 3.37 ± 2.43 at V4) and in the cannabis-naïve subgroup (5.92 ± 1.34 at V1 vs. 2.37 ± 1.69 at V4). Mean pain interference subscore decreased between V1 and V4 for the ITT (5.39 ± 1.92 vs. 3.38 ± 2.46) and the cannabis-naïve group (5.68 ± 1.46 vs. 2.54 ± 1.99). Physical and mental health improved in both groups and high satisfaction with the hybrid cannabis extract was reported by patients and physicians.

Conclusion: Treatment with the Cannamedical^® Hybrid Cannabis Extract THC25:CBD25 in daily clinical practice showed positive effects on patients’ pain and quality of life.”

https://pubmed.ncbi.nlm.nih.gov/40560527/

https://link.springer.com/article/10.1007/s12325-025-03262-z

“The aim of this work was to assess the effectiveness of full-spectrum cannabis (THC and CBD) extracts as adjuvants in the treatment of chronic pain. This is a prospective, open label, longitudinal study.

Major cannabinoids were analyzed in herbal preparations using high performance liquid chromatography (HPLC). Subjects were included when chronic pain diagnosis criteria was met according to physicians’ diagnosis. A patient stratification protocol was developed using a visual analogue scale to measure pain, a numerical scale for life quality parameters and a self-administered health survey. Eighty-eight patients aged between 35 and 88 years were included.

A significant decrease in both pain and other life quality parameters was observed between time zero and subsequent time intervals, excepting the “appetite” variable.

Overall, 51 individuals reported a decrease in pain, 38 a decrease in anxiety and 48 in insomnia, with “decrease” defined as symptom reduction of 50% or more between the first and last consultation. In addition, 23 subjects reduced or discontinued other analgesics and/or anti-inflammatory drugs during the trial. Adverse effects were mild and reversible.

These results are consistent with previous studies, supporting effectiveness and safety of cannabis extracts as adjuvants in the treatment of chronic pain.”

https://pubmed.ncbi.nlm.nih.gov/40526158/

https://www.tandfonline.com/doi/full/10.1080/15360288.2025.2517778