Abstract
In November 2018, the UK’s Home Office established a legal route for eligible patients to be prescribed cannabis-based products for medicinal use in humans (CBPMs) as unlicensed medicines. These include liquid cannabis extracts for oral administration (“oils”) and dried flowers for inhalation (“flos”). Smoking of CBPMs is expressly prohibited. To date, THC-predominant cannabis flowers remain the most prescribed CBPMs in project Twenty21 (T21), the first multi-center, prospective, observational UK cannabis patient registry. This observational, prospective data review analyzes patient-reported outcome measures (PROMS) collected by T21 associated with the inhalation of KHIRON 20/1, the most prescribed CBPM in the project. PROMS collected at baseline and at subsequent 3-month follow-up included health-related quality of life (HRQoL), general mood, and sleep. Condition-specific measures of illness severity were performed with the Brief Pain Inventory Short Form (BPI-SF) and the Generalized Anxiety Disorder 7-Item Scale (GAD-7). Participants (N = 344) were mostly males (77.6%, average age = 38.3) diagnosed mainly with chronic pain (50.9%) and anxiety-related disorders (25.3%). Inhalation of KHIRON 20/1 was associated with a marked increase in self-reported HRQoL, general mood, and sleep (N = 344; p < 0.001). Condition-specific assessments showed significant improvements in pain severity (T = 6.67; p < 0.001) and interference (T = 7.19; p < 0.001) in patients using KHIRON 20/1 for chronic pain (N = 174). Similar results were found for patients diagnosed with anxiety-related disorders (N = 107; T = 12.9; p < 0.001). Our results indicate that controlled inhalation of pharmaceutical grade, THC-predominant cannabis flos is associated with a significant improvement in patient-reported pain scores, mood, anxiety, sleep disturbances and overall HRQoL in a treatment-resistant clinical population.
Keywords: cannabis, chronic pain, anxiety, inhalation, tetrahydrocannabinol, HRQoL
1. Introduction
Cannabis was (re) introduced into British medical practice in the early 1840’s by Irish physician Dr. William O’Shaughnessy, an army surgeon serving in Calcutta, India [1]. In the Victorian period, cannabis was widely used for a variety of ailments, including muscle spasms, menstrual cramps, rheumatism, the convulsions of tetanus, rabies, and epilepsy, and as a sedative. Cannabis extracts were typically administered orally in the form of an alcoholic tincture and were commonly incorporated in proprietary medicines [2]. With the introduction of synthetic drugs, herbal remedies were increasingly viewed as unpredictable and many of them, including cannabis extracts and tinctures, were removed from the British Pharmacopoeia of 1932 but retained in the British Pharmaceutical Codex of 1949. Under the Dangerous Drugs Act 1964, which implemented the 1961 UN Single Convention on Narcotic Drugs in the United Kingdom, the prescription of cannabis tinctures continued to be permitted due to a “license of right” received under the Medicines Act 1968. However, this license of right was subsequently not renewed, and the original Misuse of Drugs Regulations of 1973 listed cannabis, cannabis resin, cannabinol and its derivatives in Schedule 4 (now Schedule 1) completely prohibiting medical use [2]. In November 2018, the UK’s Home Office (re) established a legal route for the prescription of cannabis-based products for medicinal use in humans (CBPMs) through the amendment of both the Misuse of Drugs Regulations 2001 and Misuse of Drugs Order 2015, rescheduling CBPMs as Schedule 2 drugs [3]. CBPMs remain strictly regulated and include both cannabis extracts for oral administration (“oils”) and dried cannabis flowers for inhalation (“flos”). These products may only be prescribed by a specialist medical practitioner as “special” or “bespoke” medications following processes common to all unlicensed medications.
Whilst smoking of cannabis and CBPMs is expressly prohibited in the legislation, cannabis flos remains the most popular cannabis galenic formulation in the UK, a situation similar to that which occurs in other jurisdictions with established medicinal-cannabis access schemes, such as Germany, Canada, and Israel [4]. Qualitative research studies have shown that patients using cannabis for therapeutic purposes tend to choose the inhalation of flos as their preferred method of administration, as it provides a greater control over dosage and speed of onset, as well as a more robust relief of symptoms compared to the oral route [5]. Additionally, the development of vaporizers and inhalers for flos, some of which have attained certification as medical devices, affords patients greater control over administration and dosing of the pharmacologically active molecules present in cannabis, namely cannabinoids Δ9-tetrahydrocannabinol (THC) and cannabidiol (CBD), limiting the occurrence of side effects related to the central nervous system and the inhalation of toxic by-products of combustion [6].
Oral THC has been clinically approved for the treatment of several health conditions, such as chemotherapy-induced nausea and vomiting, wasting syndrome associated with AIDS and cancer, and spasticity in patients with multiple sclerosis, and its ability to treat other neurological conditions is under investigation [7]. A large body of scientific literature indicates that inhalation of chemotype I (THC-predominant) cannabis flos can mitigate symptoms associated with chronic pain, increase relaxation, and facilitate resilience to cope with disability. A series of small placebo-controlled, randomized control trials (RCT) conducted with cannabis flos have shown that this therapy option is efficacious and safe at treating neuropathic pain, whilst also improving mood and daily functioning to a similar extent during treatment periods [8,9,10,11,12,13]. Analogous results were observed in a placebo-controlled crossover trials investigating patients with multiple sclerosis, in which perception of pain was a secondary outcome [14], or patients with chronic pain of varying etiology [15]. In addition to these RCTs, numerous observational studies contribute to a robust body of real-world evidence (RWE) which suggests that the inhalation of chemotype I cannabis flos could effectively ameliorate other types of chronic pain including pelvic pain [16], migraines [17], or fibromyalgia [18], as well as markedly improve various traumatic psychiatric conditions such as stress, anxiety, or depression [19,20,21].
A recent single-center, observational study explored the clinical outcomes associated with the use of CBPMs in British patients diagnosed with chronic pain, a condition that affects approximately 28 million people in the UK with an estimated direct and indirect cost of £21.2 billion [22]. To minimize the variability in the formulation, participants were prescribed one single oral cannabis extract normalized in medium-chain triglycerides (MCT) oil. Product composition and route of administration are typically difficult to control for and a frequent confounding factor in observational studies. Authors reported significant improvements in health-related quality of life, pain interference and sleep quality, accompanied by a 30% incidence of side effects of mild or moderate intensity [22]. Following a similar rationale and experimental design, in the present work we aimed at investigating the efficacy and safety of the inhalation of THC-predominant cannabis flowers on a treatment-resistant cohort of patients enrolled in Project Twenty21 (T21), the first multi-center registry of patients receiving bespoke CBPMs in the UK [23,24]. We analyzed clinical outcome measures, collected prospectively through validated questionnaires [25], reported by patients receiving treatment with KHIRON 20/1, the most frequently prescribed chemotype I cannabis flower in T21.
2. Materials and Methods
2.1. Design
We analyzed clinical data collected prospectively between August 2020 and June 2022 to investigate the clinical outcomes associated with the inhalation of THC-predominant flos for therapeutic purposes in a legal and medically supervised setting. Participants were patients registered in Project Twenty21 (T21), the first UK multi-center registry seeking to develop a body of real-world evidence (RWE) to inform on the effectiveness and safety of medical cannabis. Full information relating to T21 procedures is outlined elsewhere [23,25]. In brief, patients receiving CBPMs for a variety of conditions are entered into the registry by invitation and monitored for data collection as part of their standard of care. According to UK regulations, individuals must have an established diagnosis and have failed to respond to at least two treatment options to legally receive CBPMs. Patients provided consent (following Good Clinical Practice guidelines) to the collection of their medical history, past and current treatments, plus a series of symptomatic assessments based on standardized and comprehensively validated self-report questionnaires. Prescribing physicians partnering with T21 use a product formulary that includes a wide range of CBPMs including oral extracts and flos of differing CBD and THC ratios. To date, THC-predominant flos remains the most prescribed CBPM in the project [23]. To reduce the inherent variability associated with the chemical composition of cannabis dried flowers, we decided to include in our data review only those patients receiving at their initial appointment a prescription for KHIRON 20/1, the most frequently prescribed THC-predominant flos in T21. Additional inclusion criterion was that participants had completed health-related quality of life (HRQoL) questionnaires both at the initial appointment (baseline) and at the subsequent 3-month follow up.
2.2. Drugs
KHIRON 20/1 (Pharmadrug Production GmbH, Rostock, Germany) is a chemotype 1 cannabis variety which contains 20% (w/w) of THC and less than 1% (w/w) of CBD in dried weigh. This variety is also referred to by the breeder’s name Hindu Kush and is classified as an indica-type plant. Indica/sativa terminology relates to structural and botanical features of the cannabis plant and, contrary to what commonly misconstrued, does not provide robust information on the chemical composition nor on the pharmacological characteristics of the flos [26]. The batches of KHIRON 20/1 flos prescribed to T21 participants were produced in full compliance with good manufacturing practices (GMP) requirements and to the standards established in the German monograph for cannabis flos [27].
2.3. CBPM Administration Protocol
The UK´s Misuse of Drugs Regulations 2018 explicitly prohibits smoking of cannabis and CBPMs, therefore, an herbal vaporizer/inhaler is required for the therapeutic administration of cannabis flos. Currently, there are two vaporizers that have attained the EU certification of medical devices for the inhalation of cannabis flowers, both manufactured by the German company Storz&Bickel: the Volcano medic, a tabletop model [28], and the battery-operated, handheld device Mighty Medic [29]. Although most clinical research on vaporizing medicinal cannabis has been performed using the Volcano device, the majority of T21 participants typically prefer a handheld device, such as the Mighty Medic (Figure 1A), both for convenience and economic reasons. Owing to the more rapid effect onset, inhalation allows the experienced patient to easily titrate the dosage to maximize therapeutic benefit and minimize side effects typically related to overt THC-related psychoactivity, by controlling the number, duration, and frequency of inhalations. Figure 1C illustrates the dosing protocol we developed to guide T21 prescribers and cannabis-naïve participants through the process of personalizing cannabis inhalation depending on the needs of each individual patient. In brief, to vaporize THC-predominant flowers, patients are advised to:
Fill the Mighty Medic dosing capsules with grounded cannabis flos (Figure 1B). Although the maximum capacity per capsule is 250 mg, dosing is based in both the number and frequency of inhalations rather than the absolute amount of herbal material loaded into the device. This allows an experienced patient to have more control over administration and dosing while, at the same time, adjust and standardize the amount of cannabis flos used to optimize cost–benefit.
Turn on the device and set the temperature to 180 °C (Figure 1A). At this temperature, vapor will be composed mainly of steam, most volatile terpenes (e.g., limonene, pinene), and small amounts of THC (boiling point 157 °C) which will start decarboxylating.
Once the target temperature is reached, patients are instructed to inhale and exhale naturally. Vapor should not be held in the lungs longer than during regular breathing. The first inhalation is typically less effective since it serves to “prime” the device and warm up the herbal material.
After inhaling the indicated number of times (see Figure 1C), patients are advised to wait for 15–20 min and observe for side effects (such as dizziness, tachycardia, nausea, disorientation, euphoria, etc.). After this period, and in absence of side effects, patients can repeat the cycle if symptomatic control has not been achieved, increasing the temperature by 10 °C (Figure 1C).
At 190 °C and 200 °C the vapor may feel dryer and less fragrant but will be more concentrated in cannabinoids [30]. Vaporization of cannabinoids continues at high temperatures even if vapor is not visible when exhaling, due to the exhaustion of water in the herbal material.
The goal for this 5-day initiation protocol is to provide the prescribing doctor with clear administration instructions to share with patients so that they can experiment with the device and familiarize themselves safely with cannabis inhalation.
2.4. Patient-Reported Outcome Measures (PROMS)
PROMS questionnaires are completed by T21 participants both at baseline/treatment entry and then every 3 months at scheduled follow-ups. The following questionnaires were employed to capture outcome measures that were either common for all participants (HRQoL, Mood and Sleep) or specific for each diagnosed condition (chronic painful conditions or anxiety-related disorders).
2.4.1. Health-Related Quality of Life
The EuroQol 5 Dimensions (EQ-5D-5L) is a widely used, validated, and reliable tool to assess the quality of life of patients in many disease areas through evaluating the severity of each of 5 dimensions (mobility, self-care, usual activities, pain/discomfort, and anxiety/depression) [31]. Two measures of HRQoL were considered:
The visual analog score (VAS) of general health (0–100) was interpreted as a patient-reported measure of general health.
The sum of ratings for the five dimensions of the EuroQol (5–25) was interpreted as patient-reported measure of HRQoL.
2.4.2. Mood/Depression
The Patient Health Questionnaire (PHQ-9) is a reliable and valid measure of depression severity, which is comprised by a 9-item, self-rated instrument previously validated in general populations, medical populations, and psychiatric samples [32]. Scoring ranges from 0 to 27.
2.4.3. Sleep Disturbances
Quality of sleep was assessed by using four items adapted from the widely used Pittsburgh Sleep Quality Index [33]. Scoring ranges from 4 to 20.
2.4.4. Chronic Pain
Participants diagnosed with chronic pain were asked to complete the Brief Pain Inventory Short Form (BPI-SF). The BPI-SF is validated in patients with both cancer and non-cancer pain and is one of the most used measurement tools for evaluating clinical pain, including both pain severity and the interference of pain on feelings and function [34]. Therefore, items from this scale were used to assess two distinct dimensions of pain: (i) severity of pain; and (ii) the extent to which pain interferes with daily activity. Patients scored both dimensions on a 0–10 scale.
2.4.5. Anxiety
Participants diagnosed with anxiety-related disorders were asked to complete the Generalized Anxiety Disorder 7-Item Scale (GAD-7). The GAD-7 is one of the most frequently used, validated, self-reported questionnaires clinically employed to screen for, diagnose, and assess the severity of generalized anxiety disorder [35]. Each item is scored 0–3 for a composed total range 0–21.
2.5. Statistical Analysis
Demographics are expressed either as percentage or as the mean ± standard deviation. Results of PROMS analysis are represented in box and whisker graphs, which indicate upper and lower extreme values, median, upper quartile, and lower quartile. Statistical analyses were performed by either student’s t (comparisons of means at t = 0 and t = 3) or one-way ANOVA (comparisons of means at t = 0, t = 3 and t = 6) followed by Friedman non-parametric test and pair-wise comparisons (Durbin-Conover) using the Jamovi free software V2.2.2 (San Francisco, CA, USA). Post hoc analyses were considered statistically significant if p < 0.05.
3. Results
3.1. Participants
A total of 344 patients registered in T21 satisfied the inclusion criteria of (i) having PROMS questionnaires correctly recorded at the initial appointment (t = 0) and, at the least, at the 3-month follow up (t = 3), and (ii) receiving a prescription for KHIRON 20/1 at t = 0. Of those, 140 participants had also reported PROMS at the 6-month follow up (t = 6). Participants enrolled in T21 between August 2020 and June 2022. Demographics and clinical characteristics of the patient cohort are depicted in Table 1. Coherent with the overall patient population of T21, three out of four participants were adult males (77.6%), with an average age of 38.4 ± 10.4 years old. A majority of them were diagnosed with a chronic painful condition (50.8%) or an anxiety-related disorder (25.3%). Other minor qualifying diagnosis were Attention Deficit Hyperactivity Disorder (ADHD) (6.98%), Post Traumatic Stress Disorder (PTSD) (6.1%) or insomnia (2.9%). As required by law, all patients had trialed at the least two standard therapeutic options to treat their condition before accessing medicinal cannabis. Of note, only 16 participants were naïve to cannabis when commencing the T21 process. A vast majority of patients (95.6%) had previously utilized illicitly acquired cannabis, and 3 out of 4 of those consuming cannabis did so with the intention of treating their primary diagnosed condition. Most participants elected to administer CBPM once a day (58.7%).
Table 1.
Gender | Total | |||
---|---|---|---|---|
Male | Female | Non-Binary | ||
Participants | ||||
Sample: N (%) | 267 (77.6) | 76 (22.1) | 1 (0.3) | 344 (100) |
Age: Mean ± SD | 38.3 ± 10.6 | 38.6 ± 9.89 | 42 ± 0.0 | 38.4 ± 10.4 |
Previous Experience with Cannabis: N (%) | 259 (97.0) | 69 (90.8) | 1 (100) | 329 (95.6) |
Intention of treating their primary condition with cannabis: N (%) | 205 (76.8) | 56 (73.7) | 1 (100) | 262 (76.1) |
Frequency of cannabis use: N (%) | ||||
Weekly | 2 (0.75) | 1 (1.32) | 0 | 3 (0.87) |
A few times a week | 29 (10.9) | 12 (15.8) | 0 | 41 (11.9) |
Once a day | 160 (59.9) | 41 (53.9) | 1 (100) | 202 (58.7) |
Multiple times a day | 15 (5.62) | 3 (3.95) | 0 | 18 (5.23) |
Did not answer the question | 61 (22.8) | 19 (25.0) | 0 | 80 (23.2) |
Primary Condition: N (%) | ||||
Chronic painful conditions | 134 (50.2) | 40 (52.6) | 1 (100) | 175 (50.8) |
Anxiety-related disorders | 74 (27.7) | 13 (17.1) | 0 | 87 (25.3) |
ADHD | 19 (7.12) | 5 (6.58) | 0 | 24 (6.98) |
PTSD | 12 (4.49) | 9 (11.8) | 0 | 21 (6.10) |
Other Mental Health | 14 (5.24) | 4 (5.26) | 0 | 18 (5.23) |
Insomnia | 8 (3.00) | 2 (2.63) | 0 | 10 (2.91) |
Autism Spectrum Disorder | 2 (0.75) | 0 | 0 | 2 (0.58) |
Epilepsy | 0 | 1 (2.33) | 0 | 1 (0.52) |
Other | 4 (1.50) | 1 (1.32) | 0 | 5 (1.45) |
3.2. General Health Outcome Measures
3.2.1. Health Related Quality of Life (HRQoL)
Inhalation of THC-predominant cannabis flos was associated with a marked improvement both in general health and in health-related quality of life (HRQoL) after 3 months, expressed as the VAS score (Figure 2A, T = 8.80; p < 0.001) and the sum of ratings for the 5 dimensions of the EuroQol (Figure 2B T = 10.3; p < 0.001), respectively. A similar degree of improvement was reported by participants at the 6-month follow up (Figure 3A,B), which is suggestive of (i) the maximal effect of the treatment being already achieved at the 3-month timepoint which was maintained but not further improved at 6 months, and (ii) no overt tolerance to the treatment developing after 6 months of daily administration. As shown in Table 2, participants diagnosed with chronic pain reported lower baseline levels of HRQoL compared to those diagnosed with anxiety disorders. However, no significant differences in the degree of improvement captured by the EQ-5D were found between these two groups at the 3-month follow up. On the contrary, patients diagnosed with anxiety-related disorders did report a larger improvement in general health compared to chronic pain patients (mean difference 12.4 vs. 6.98; p < 0.05), as captured by the VAS of the EuroQoL questionnaire.
Table 2.
General Health EQ5D VAS Score | Health-Related QoL EQ5D 5-Dimensions SUM | Mood/Depression PHQ-9 Score | Quality of Sleep PSQI Score | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Mean T = 0 | Mean T = 3 | Mean Diff | Mean T = 0 | Mean T = 3 | Mean Diff | Mean T = 0 | Mean T = 3 | Diff Mean | Mean T = 0 | Mean T = 3 | Mean Diff | |
Anxiety (N = 107) | 57.10 | 69.55 | 12.4 | 10.07 | 8.31 | 1.76 | 13.72 | 6.58 | 7.14 | 12.31 | 9.16 | 3.15 |
Chronic Pain (N = 174) | 47.35 | 54.33 | 6.98 * | 14.24 | 12.94 | 1.30 | 12.78 | 9.42 | 3.36 ** | 13.51 | 10.79 | 2.72 |
3.2.2. General Mood/Depression
Participants reported an improved overall mood associated with the treatment at the 3-month follow-up (Figure 2C, N = 339; T = 15.3; p < 0.001), which was maintained up to 6 months (Figure 3C, N = 136; Χ2 = 94.0; p < 0.001) as indicated by a significant reduction in the PHQ-9 questionnaire scoring. As shown in Table 2, the observed effect was strongly influenced by participants diagnosed with anxiety-related disorders, who reported slightly poorer baseline levels of mood/depression (13.72 vs. 12.78) and a significantly larger average improvement (7.14 vs. 3.36; T= −5.18; p < 0.01) in the PHQ-9 scale compared to those participants diagnosed with chronic pain after 3 months.
3.2.3. Sleep Quality
Sleep deprivation is one of the most common comorbidities associated with chronic illness [36]. Quality of sleep, assessed by the Pittsburg sleep quality index (PSQI), was improved following the inhalation of THC-predominant cannabis flowers after 3 months (Figure 2D, N = 344; T = 14.5; p < 0.001). This effect was maintained, but not further increased, at the 6-month follow up (Figure 3D, N = 140; Χ2 = 74.9; p < 0.001). Participants diagnosed with anxiety disorders and chronic pain conditions reported similar basal levels (12.31 vs. 13.51) and no significant differences were found among the average improvement (3.15 vs. 2.72) in the PSQI scores of the two sub-populations (Table 2).
3.3. Indication-Specific Outcome Measures
Besides general outcome measures, which were collected for all patients, T21 participants are asked to complete health questionnaires specific to their primary indication. Here, we report only results from the main two health conditions, which included more than 85% of all participants (Table 1). Results from other less frequent indications, such as ADHD (N = 24) and PTSD (N = 21), will be disclosed in a separated data review once adequate statistical powering is achieved. Participants diagnosed with a chronic painful condition (N = 174) completed the Brief Pain Inventory-Short Form, a 9-item questionnaire used to evaluate (i) the severity of a patient’s pain and (ii) the impact of this pain on the patient’s daily functioning. Patients diagnosed with anxiety-related disorders or other mental health issues concomitant with anxiety (N = 107) completed the Generalized Anxiety Disorder (GAD-7), which total score for the seven items ranges from 0 to 21.
3.3.1. Pain Severity
Participants reported a 16.2% reduction in pain severity (Figure 4A, N = 174; T = 6.67; p < 0.001) from an average baseline value of 5.63 to a mean value of 4.72 at the 3-month follow up, associated with the treatment.
3.3.2. Pain Interference
Recovery of daily functioning and restoring “their old self” is one of the most recurrent features that chronic, self-medicating, patients associate to their therapeutic use of cannabis. Participants reported a 18.4% reduction in pain interference with their daily activities associated with the treatment from an average baseline value of 6.97 to a mean value of 5.69 at the 3-month follow up (Figure 4B, N = 174; T = 7.19; p < 0.001).
3.3.3. Generalized Anxiety Disorder
Participants who completed the GAD-7 questionnaire reported a 50.7% reduction in anxiety symptoms (Figure 4C, N = 107; T = 12.9; p < 0.001) from an average baseline value of 12.7 to a mean value of 6.28 at the 3-month follow up.
3.4. Adverse Effects
T21 participants were also encouraged to report any adverse side effects that they considered associated with the treatment with CBPMs. Inhalation of THC-predominant flower was found in general to be safe. Only two participants diagnosed with chronic pain reported minor adverse side effects associated with KHIRON 20/1 from those available in the list: (i) a 42-year-old male with previous experience with cannabis who medicated several times a day reported suffering a “mild headache” which remitted after 1–2 h; and (ii) a 32-year-old female reported suffering “memory loss”. This adverse effect was described by the patient as “transient” and “not relevant”. Of note, this participant was among the 15 patients (4.4% of total cohort) that were naïve to cannabis prior to enrolling in project T21.
4. Discussion
The presented work investigates the ability of inhaled THC-predominant (chemotype-1) cannabis flos to improve health-related quality of life (HRQoL) and mitigate symptomatology in a treatment-resistant population of patients diagnosed with chronic painful conditions and anxiety-related disorders. Our results indicate that sustained inhalation of cannabis flos KHIRON 20/1 was associated with a robust and long-lasting improvement in HRQoL, mood and quality of sleep. The pharmacokinetics of orally ingested cannabinoids typically display erratic intestinal absorption, high inter- and intra-individual variability, extensive hepatic metabolism, and a delayed onset of effects between 90 and 120 min. In contrast, vaporized cannabinoids are rapidly and reliably absorbed into the bloodstream, achieving peak concentrations in blood generally in under 10 min [37]. These differences in pharmacokinetic properties afford patients a greater degree of control over dosage and speed of onset. Accordingly, both quantitative and qualitative research report on the ability of inhaled cannabis flos to quickly relieve symptoms of depression, stress, and anxiety. Patients describe the bodily sensation of cannabis inhalation as a “sigh of relief”, which leads to a state of relaxation promoting a reduction in pain sensation and, subsequently, improved sleep, motility, mood and acceptance [5,38]. For this reason, inhalation of cannabis flos is typically recommended as a rescue medication for acute or “breakthrough” symptoms [39]. However, our results showed sustained reduction in pain severity and interference of chronic pain with daily activities after 3 months of daily administration of KHIRON 20/1, which was maintained at the 6-month follow-up.
This finding is coherent with recent prospective observational studies investigating medical outcomes in chronic pain patients combining different formulations of medicinal cannabis, which also reported significantly lower levels of pain severity and pain interference, improved mood, sleep duration and sleep quality, and overall quality of life at 3 months compared to baseline [40,41]. Besides the 3-month follow up, Wang and collaborators incorporated ecological momentary assessment (EMA) to measure real-time health outcomes once daily for one week before (baseline) and for up to three weeks immediately after starting the treatment. Authors reported a significant reduction in real-time pain intensity (16.5-point reduction in a 0–100 VAS) and anxiety, longer sleep duration and better sleep quality in the first 3 weeks of treatment [40]. In similar studies, chronic pain patients treated exclusively with oral CBPMs also showed maximal improvement 3 months after the treatment initiation, which was sustained for over 6 months [22,42], suggesting that tolerance to the beneficial effects of cannabinoid therapy does not commonly occur. This observation is further supported by results from RCTs leading towards the clinical approval and commercialization of Sativex, in which MS patients showed sustained improvements in pain for more than 12 months without developing tolerance [43].
It is notable that greater than 95% of patients included in our data review were using cannabis illegally to treat their conditions at baseline and yet, we found a marked improvement in all PROMS analyzed. We interpret this finding to indicate that the administration of cannabis flowers in a clinical environment, under the supervision of a trained healthcare provider, further improves the clinical outcomes associated with legally prescribed CBPMs when compared to chronic patients self-medicating with illicit cannabis. This interpretation is further supported by similar findings from different jurisdictions where legally protected access to medical cannabis had recently become available [44,45]. The effect of such regulatory changes may have a greater impact in those experiencing anxiety-related disorders as it eliminates several major concerns for these patients, such as product availability, product reproducibility and the fear of potential legal consequences [5]. Our results indicate indeed that the largest clinical improvements associated with the inhalation of THC-predominant cannabis flos were reported by patients with a primary indication of generalized or social anxiety. First, we found a robust reduction in the GAD-7 scoring, from a baseline value of 12.7 to a value of 6.28 at the 3-month follow up. This remarkable result contrast with those reported by a Canadian group who applied the GAD-7 scale to a large cohort of adults authorized to use cannabis between 2014 and 2019. Although a statistically significant decrease in GAD-7 scoring was noted (from 9.11 to 9.04), it did not meet the threshold to be considered clinically significant [46]. In contrast, participants in our cohort diagnosed with generalized anxiety displayed higher baseline levels of moderate-to-severe anxieties, which could be potentially exacerbated by their illicit use of cannabis. Second, our result show that the cohort of patients diagnosed with anxiety-related disorders had a significantly larger contribution to the improvement in mood captured by the PHQ-9 scale, a measure of clinical depression. It could be postulated that the overall anxiolytic effect of whole flower CBPM could result from the combination of a rapid pharmacological activation of central type-1 cannabinoid (CB1) receptors together with the reassurance of pharmaceutical quality CBPM, legally prescribed by a clinician.
Functional imaging studies in humans have shown a correlation between THC-mediated analgesia and a reduction in neural connectivity between the anterior cingulate cortex (ACC) and cortical areas involved in pain processing, the dorsolateral prefrontal cortex in particular, which are two key brain regions for the modulation of cognitive and emotional inputs [47,48]. Accordingly, results from human lab experiments suggest that THC prevents the onset of pain sensation by slightly increasing pain threshold but does not effectively reduce the perceived intensity of experimental pain [49]. Instead, THC seems to influence affective processing, thus making pain sensation less unpleasant and more tolerable, which resonates with qualitative assessments made by patients treated with CBPMs [38]. Available evidence also suggests that inhaled THC can potentiate the extinction of fearful and aversive memories in humans and reduce anxiety responses without eliciting psychotic effects [50], although it remains unclear if this effect is mediated by the activation CB1 receptors in the same brain regions. However, significantly increased circuit coupling between the ACC and the amygdala has been described during the processing of fearful stimuli in anxious (but not in healthy) individuals, which also correlated positively with self-reported symptoms of anxiety [51]. The key regulatory role of CB1 receptors in the amygdala, activated by endogenously produced anandamide on fear processing and aversive memory extinction has also been characterized both in preclinical and clinical studies [52,53]. Taken together, this evidence highlights the role of the ACC as a critical mediator in the analgesic and anxiolytic actions of THC, which could also explain why frequent and transient activation of central CB1 receptors could lead to sustained improvement in the emotional processing and a reduction in negative affect and physical symptoms associated with chronic illnesses [19].
The occurrence of adverse side effects experienced by participants was relatively rare, likely because most participants (95.6%) had previous experience with cannabis inhalation. In fact, the one patient reporting transient, mild, memory loss was naïve to cannabis. Adverse CNS-related side effects following cannabis inhalation are typically related to the dose of THC [54]. To counter this we have detailed an administration protocol to guide naïve patients and prescribing doctors following the mantra of “start low and go slow” [39], and based on the number and frequency of inhalations as opposed to the total amount of herbal cannabis loaded in the vaporizer. Pharmacokinetic studies on medically vaporized herbal cannabis have previously been performed with a tabletop model, S&B Volcano, which has a greater capacity to evaporate cannabinoids due to the instrument design and the range of working temperatures [30]. Human pharmacokinetic information for handheld devices is not readily available and it can largely depend on cannabinoid extraction efficiency, which may vary between devices [15]. Therefore, we aimed at providing simple instructions for first-time users to quickly gain control over cannabinoid dosing and speed of onset while minimizing the risk of involuntary overdosing. However, it is worth noticing the relatively safe profile of the inhaled route compared to the sublingual or oral administration. Firstly, due to their lipophilic nature, sublingual absorption of cannabinoids in oily carriers is limited and almost identical to oral ingestion [55]. Secondly, several studies have reported that intoxication, acute psychiatric symptoms, and adverse cardiovascular events are more common in patients following oral ingestion of CBPMs, while hyperemesis syndrome (cycling vomiting) was more likely attributable to inhalation of herbal cannabis [56]. Finally, in response to the clinical requirement of prescribing THC-predominant cannabis flos for extended periods of time in patients experiencing benefit, clinicians should be aware of the relevant contraindications to this substance including psychotic vulnerability and cardiovascular instability, as well as the risks of patients developing cannabis use disorders (CUD).
This work presents several limitations, some of which are inherent to the way real-world data is collected and interpreted [57]. We used a convenience cohort which, while representative of the more than 3,000 patients enrolled by T21 over the last two years, still poses a high risk of selection bias [58]. Additionally, patients were grouped for analysis of PROMS by primary indication, but their diagnosis and etiology could differ. Although a dosing protocol was suggested, it is plausible to assume that each patient established their own individualize dosing regime and that some may not have used an herbal vaporizer to administer their CBPMs, which is also representative of real-world clinical practice [39]. Finally, our research design did not control for placebo effect, which is typically robust in studies using cannabis [58], although this could be partially mitigated by the flexible dosing regimen [10]. Owing to the inherent psychoactivity associated with the central activation of CB1 receptors, complete blinding in studies using THC is virtually impossible. In fact, relief of spontaneous pain typically correlates with high drug-like scores in human lab studies [18]. Therefore, aiming at completely separating the therapeutic properties from the psychoactive properties of THC may be erroneous, as some level of mind alteration may be required for the analgesic effect of cannabis to occur.
5. Conclusions
Our results indicate that controlled inhalation of pharmaceutical grade, THC-predominant cannabis flos was associated with a robust improvement in patient-reported pain scores, general mood, anxiety, sleep, and overall HRQoL in a treatment-resistant clinical population. The effect size, which was larger in patients diagnosed with anxiety disorders compared to chronic pain, appeared to be maximal at 3 months and sustained for at least 6 months. Occurrence of side effects was minimal, probably due to the previous experience of participants with cannabis inhalation. This evidence supports the notion that the administration of cannabis flos in a medicalized environment under the supervision of a trained healthcare provider further improves the clinical outcomes of legally prescribed CBMPs when compared to chronic patients self-medicating with illegal cannabis.
Acknowledgments
Sofia Antonopoulou created the graphical abstract and her assistance with the edition of the figures is gratefully acknowledged.
Author Contributions
Conceptualization, G.M.-S. and M.R.D.B.; methodology, G.M.-S. and M.L.; formal analysis, A.M.; investigation, M.L.; resources, M.L.; data curation, A.M. and M.L.; writing—original draft preparation, G.M.-S.; writing—review and editing, G.M.-S. and M.R.D.B.; visualization, G.M.-S.; supervision, G.M.-S.; project administration, G.M.-S. All authors have read and agreed to the published version of the manuscript.
Institutional Review Board Statement
According to the National Health Service Health Research Authority, Project Twenty21 is classified as research, and the work was conducted in accordance with the Declaration of Helsinki. However, based on the Medical Research Council decision tools, Research Ethics Committee review and approval is not required.
Informed Consent Statement
All subjects involved provided signed informed consent for their data to be used for research purposes.
Data Availability Statement
The data presented in this work are available on request from the corresponding author. The data are not publicly available due to privacy and ethical reasons.
Conflicts of Interest
G.M.-S. and A.M. are employees of Khiron Life Sciences Corp, a global cannabis company that funded Project T21 and commercializes the CBPM employed in this research, Khiron 20/1. M.R.D.B. is employed by Zerenia Clinics, a subsidiary of Khiron Life Sciences. No other Khiron employee or executive was involved in the design of the work; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results. The authors declare no other conflict of interest.
Funding Statement
This research received no external funding.
Footnotes
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.
References
- 1.O’Shaughnessy W.B. New remedy for tetanus and other convulsive disorders. Lancet. 1840;34:539–541. doi: 10.1016/S0140-6736(02)84415-4. [DOI] [Google Scholar]
- 2.House of Lords—Science and Technology—Ninth Report. [(accessed on 28 July 2022)]. Available online: https://publications.parliament.uk/pa/ld199798/ldselect/ldsctech/151/15101.htm.
- 3.Rescheduling of Cannabis-Based Products for Medicinal Use in Humans (Accessible Version)—GOV.UK. [(accessed on 28 July 2022)]; Available online: https://www.gov.uk/government/publications/circular-0182018-rescheduling-of-cannabis-based-products-for-medicinal-use-in-humans/rescheduling-of-cannabis-based-products-for-medicinal-use-in-humans-accessible-version.
- 4.Köstenberger M., Nahler G., Jones T.M., Neuwersch S., Likar R. The Role of Cannabis, Cannabidiol and Other Cannabinoids in Chronic Pain. The Perspective of Physicians. J. Neuroimmune Pharmacol. 2021 doi: 10.1007/s11481-021-10010-x. [DOI] [PubMed] [Google Scholar]
- 5.Coomber R., Oliver M., Morris C. Using Cannabis Therapeutically in the UK: A Qualitative Analysis. J. Drug Issues. 2016;33:325–356. doi: 10.1177/002204260303300204. [DOI] [Google Scholar]
- 6.Abrams D.I., Vizoso H.P., Shade S.B., Jay C., Kelly M.E., Benowitz N.L. Vaporization as a Smokeless Cannabis Delivery System: A Pilot Study. Clin. Pharmacol. Ther. 2007;82:572–578. doi: 10.1038/sj.clpt.6100200. [DOI] [PubMed] [Google Scholar]
- 7.Fraguas-Sánchez A.I., Torres-Suárez A.I. Medical Use of Cannabinoids. Drugs. 2018;78:1665–1703. doi: 10.1007/S40265-018-0996-1. [DOI] [PubMed] [Google Scholar]
- 8.Andreae M.H., Carter G.M., Shaparin N., Suslov K., Ellis R.J., Ware M.A., Abrams D.I., Prasad H., Wilsey B., Indyk D., et al. Inhaled Cannabis for Chronic Neuropathic Pain: A Meta-Analysis of Individual Patient Data. J. Pain. 2015;16:1221–1232. doi: 10.1016/j.jpain.2015.07.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Wilsey B., Marcotte T.D., Deutsch R., Zhao H., Prasad H., Phan A. An Exploratory Human Laboratory Experiment Evaluating Vaporized Cannabis in the Treatment of Neuropathic Pain From Spinal Cord Injury and Disease. J. Pain. 2016;17:982–1000. doi: 10.1016/j.jpain.2016.05.010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Wilsey B., Marcotte T., Deutsch R., Gouaux B., Sakai S., Donaghe H. Low-Dose Vaporized Cannabis Significantly Improves Neuropathic Pain. J. Pain. 2013;14:136–148. doi: 10.1016/j.jpain.2012.10.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Ellis R.J., Toperoff W., Vaida F., Van Den Brande G., Gonzales J., Gouaux B., Bentley H., Atkinson J.H. Smoked Medicinal Cannabis for Neuropathic Pain in HIV: A Randomized, Crossover Clinical Trial. Neuropsychopharmacology. 2009;34:672–680. doi: 10.1038/npp.2008.120. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Ware M.A., Wang T., Shapiro S., Robinson A., Ducruet T., Huynh T., Gamsa A., Bennett G.J., Collet J.P. Smoked Cannabis for Chronic Neuropathic Pain: A Randomized Controlled Trial. CMAJ. 2010;182:E694–E701. doi: 10.1503/cmaj.091414. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Ware M.A., Wang T., Shapiro S., Collet J.P. Cannabis for the Management of Pain: Assessment of Safety Study (COMPASS) J. Pain. 2015;16:1233–1242. doi: 10.1016/j.jpain.2015.07.014. [DOI] [PubMed] [Google Scholar]
- 14.Corey-Bloom J., Wolfson T., Gamst A., Jin S., Marcotte T.D., Bentley H., Gouaux B. Smoked Cannabis for Spasticity in Multiple Sclerosis: A Randomized, Placebo-Controlled Trial. CMAJ. 2012;184:1143–1150. doi: 10.1503/cmaj.110837. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Almog S., Aharon-Peretz J., Vulfsons S., Ogintz M., Abalia H., Lupo T., Hayon Y., Eisenberg E. The Pharmacokinetics, Efficacy, and Safety of a Novel Selective-Dose Cannabis Inhaler in Patients with Chronic Pain: A Randomized, Double-Blinded, Placebo-Controlled Trial. Eur. J. Pain. 2020;24:1505–1516. doi: 10.1002/ejp.1605. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Carrubba A.R., Ebbert J.O., Spaulding A.C., DeStephano D., DeStephano C.C. Use of Cannabis for Self-Management of Chronic Pelvic Pain. J. Women’s Health. 2020;30:1344–1351. doi: 10.1089/jwh.2020.8737. [DOI] [PubMed] [Google Scholar]
- 17.Stith S.S., Diviant J.P., Brockelman F., Keeling K., Hall B., Lucern S., Vigil J.M. Alleviative Effects of Cannabis Flower on Migraine and Headache. J. Integr. Med. 2020;18:416–424. doi: 10.1016/j.joim.2020.07.004. [DOI] [PubMed] [Google Scholar]
- 18.Van De Donk T., Niesters M., Kowal M.A., Olofsen E., Dahan A., Van Velzen M. An Experimental Randomized Study on the Analgesic Effects of Pharmaceutical-Grade Cannabis in Chronic Pain Patients with Fibromyalgia. Pain. 2019;160:860–869. doi: 10.1097/j.pain.0000000000001464. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Cuttler C., Spradlin A., McLaughlin R.J. A Naturalistic Examination of the Perceived Effects of Cannabis on Negative Affect. J. Affect. Disord. 2018;235:198–205. doi: 10.1016/j.jad.2018.04.054. [DOI] [PubMed] [Google Scholar]
- 20.Stith S.S., Li X., Diviant J.P., Brockelman F.C., Keeling K.S., Hall B., Vigil J.M. The Effectiveness of Inhaled Cannabis Flower for the Treatment of Agitation/Irritability, Anxiety, and Common Stress. J. Cannabis Res. 2020;2:47. doi: 10.1186/S42238-020-00051-Z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Li X., Diviant J.P., Stith S.S., Brockelman F., Keeling K., Hall B., Vigil J.M. The Effectiveness of Cannabis Flower for Immediate Relief from Symptoms of Depression. Yale J. Biol. Med. 2020;93:251–264. [PMC free article] [PubMed] [Google Scholar]
- 22.Kawka M., Erridge S., Holvey C., Coomber R., Usmani A., Sajad M., Platt M.W., Rucker J.J., Sodergren M.H. Clinical Outcome Data of First Cohort of Chronic Pain Patients Treated with Cannabis-Based Sublingual Oils in the United Kingdom: Analysis From the UK Medical Cannabis Registry. J. Clin. Pharmacol. 2021;61:1545–1554. doi: 10.1002/jcph.1961. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Schlag A.K., Lynskey M., Fayaz A., Athanasiou-Fragkouli A., Brandner B., Haja B., Iveson E., Nutt D.J. Characteristics of People Seeking Prescribed Cannabinoids for the Treatment of Chronic Pain: Evidence From Project Twenty 21. Front. Pain Res. 2022;3:85. doi: 10.3389/fpain.2022.891498. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Schlag A.K., O’Sullivan S.E., Zafar R.R., Nutt D.J. Current Controversies in Medical Cannabis: Recent Developments in Human Clinical Applications and Potential Therapeutics. Neuropharmacology. 2021;191:108586. doi: 10.1016/j.neuropharm.2021.108586. [DOI] [PubMed] [Google Scholar]
- 25.Sakal C., Lynskey M., Schlag A.K., Nutt D.J. Developing a Real-World Evidence Base for Prescribed Cannabis in the United Kingdom: Preliminary Findings from Project Twenty21. Psychopharmacology. 2021;239:1147–1155. doi: 10.1007/s00213-021-05855-2. [DOI] [PubMed] [Google Scholar]
- 26.Piomelli D., Russo E.B. The Cannabis Sativa Versus Cannabis Indica Debate: An Interview with Ethan Russo, MD. Cannabis Cannabinoid Res. 2016;1:44–46. doi: 10.1089/can.2015.29003.ebr. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Allgemeiner Teil. Monographien Cannabisblüten-Cannabis Flos. Deutscher Apotheker Verlag; Gerlingen, Germany: 2018. Deutsches Arzneibuch 2018 (DAB) [Google Scholar]
- 28.Lanz C., Mattsson J., Soydaner U., Brenneisen R. Medicinal Cannabis: In Vitro Validation of Vaporizers for the Smoke-Free Inhalation of Cannabis. PLoS ONE. 2016;11:e0147286. doi: 10.1371/JOURNAL.PONE.0147286. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Carrara L., Giroud C., Concha-Lozano N. Development of a Vaping Machine for the Sampling of THC and CBD Aerosols Generated by Two Portable Dry Herb Cannabis Vaporisers. Med. Cannabis Cannabinoids. 2020;3:84–94. doi: 10.1159/000505027. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Pomahacova B., Van Der Kooy F., Verpoorte R. Cannabis Smoke Condensate III: The Cannabinoid Content of Vaporised Cannabis Sativa. Inhal. Toxicol. 2009;21:1108–1112. doi: 10.3109/08958370902748559. [DOI] [PubMed] [Google Scholar]
- 31.Devlin N.J., Shah K.K., Feng Y., Mulhern B., van Hout B. Valuing Health-Related Quality of Life: An EQ-5D-5L Value Set for England. Health Econ. 2018;27:7–22. doi: 10.1002/hec.3564. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Rancans E., Trapencieris M., Ivanovs R., Vrublevska J. Validity of the PHQ-9 and PHQ-2 to Screen for Depression in Nationwide Primary Care Population in Latvia. Ann. Gen. Psychiatry. 2018;17:33. doi: 10.1186/s12991-018-0203-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Buysse D.J., Reynolds C.F., Monk T.H., Berman S.R., Kupfer D.J. The Pittsburgh Sleep Quality Index: A New Instrument for Psychiatric Practice and Research. Psychiatry Res. 1989;28:193–213. doi: 10.1016/0165-1781(89)90047-4. [DOI] [PubMed] [Google Scholar]
- 34.Keller S., Bann C.M., Dodd S.L., Schein J., Mendoza T.R., Cleeland C.S. Validity of the Brief Pain Inventory for Use in Documenting the Outcomes of Patients with Noncancer Pain. Clin. J. Pain. 2004;20:309–318. doi: 10.1097/00002508-200409000-00005. [DOI] [PubMed] [Google Scholar]
- 35.Jordan P., Shedden-Mora M.C., Löwe B. Psychometric Analysis of the Generalized Anxiety Disorder Scale (GAD-7) in Primary Care Using Modern Item Response Theory. PLoS ONE. 2017;12:e0182162. doi: 10.1371/journal.pone.0182162. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Smith M.T., Haythornthwaite J.A. How Do Sleep Disturbance and Chronic Pain Inter-Relate? Insights from the Longitudinal and Cognitive-Behavioral Clinical Trials Literature. Sleep Med. Rev. 2004;8:119–132. doi: 10.1016/S1087-0792(03)00044-3. [DOI] [PubMed] [Google Scholar]
- 37.Grotenhermen F. Pharmacokinetics and Pharmacodynamics of Cannabinoids. Clin. Pharmacokinet. 2003;42:327–360. doi: 10.2165/00003088-200342040-00003. [DOI] [PubMed] [Google Scholar]
- 38.Lavie-Ajayi M., Shvartzman P. Restored Self: A Phenomenological Study of Pain Relief by Cannabis. Pain Med. 2019;20:2086–2093. doi: 10.1093/pm/pny176. [DOI] [PubMed] [Google Scholar]
- 39.MacCallum C.A., Russo E.B. Practical Considerations in Medical Cannabis Administration and Dosing. Eur. J. Intern. Med. 2018;49:12–19. doi: 10.1016/j.ejim.2018.01.004. [DOI] [PubMed] [Google Scholar]
- 40.Wang Y., Jacques J., Li Z., Sibille K., Cook R. Health Outcomes among Adults Initiating Medical Cannabis for Chronic Pain: A 3-Month Prospective Study Incorporating Ecological Momentary Assessment (EMA) Cannabis (Res. Soc. Marijuana) 2021;4:69–83. doi: 10.26828/CANNABIS/2021.02.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Gruber S.A., Smith R.T., Dahlgren M.K., Lambros A.M., Sagar K.A. No Pain, All Gain? Interim Analyses from a Longitudinal, Observational Study Examining the Impact of Medical Cannabis Treatment on Chronic Pain and Related Symptoms. Exp. Clin. Psychopharmacol. 2021;29:147–156. doi: 10.1037/pha0000435. [DOI] [PubMed] [Google Scholar]
- 42.Moreno-Sanz G., Madiedo A., Hernandez P., Kratz J., Aizpurua-Olaizola O., Brown M.R.D., López J.R., Patiño J., Mendivelso F.O. Sex-Dependent Prescription Patterns and Clinical Outcomes Associated with the Use of Two Oral Cannabis Formulations in the Multimodal Management of Chronic Pain Patients in Colombia. Front. Pain Res. 2022;3:854795. doi: 10.3389/fpain.2022.854795. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Wade D.T., Makela P., Robson P., House H., Bateman C. Do Cannabis-Based Medicinal Extracts Have General or Specific Effects on Symptoms in Multiple Sclerosis? A Double-Blind, Randomized, Placebo-Controlled Study on 160 Patients. Mult. Scler. 2004;10:434–441. doi: 10.1191/1352458504ms1082oa. [DOI] [PubMed] [Google Scholar]
- 44.Powell D., Pacula R.L., Jacobson M. Do Medical Marijuana Laws Reduce Addictions and Deaths Related to Pain Killers? J. Health Econ. 2018;58:29–42. doi: 10.1016/j.jhealeco.2017.12.007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Bachhuber M.A., Arnsten J.H., Cunningham C.O., Sohler N. Does Medical Cannabis Use Increase or Decrease the Use of Opioid Analgesics and Other Prescription Drugs? J. Addict. Med. 2018;12:259–261. doi: 10.1097/ADM.0000000000000404. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Lee C., Round J.M., Hanlon J.G., Hyshka E., Dyck J.R.B., Eurich D.T. Generalized Anxiety Disorder 7-Item (GAD-7) Scores in Medically Authorized Cannabis Patients-Ontario and Alberta, Canada. Can. J. Psychiatry. 2022;67:470–480. doi: 10.1177/07067437211043393. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Walter C., Oertel B.G., Felden L., Kell C.A., Nöth U., Vermehren J., Kaiser J., Deichmann R., Lötsch J. Brain Mapping-Based Model of Δ 9-Tetrahydrocannabinol Effects on Connectivity in the Pain Matrix. Neuropsychopharmacology. 2016;41:1659–1669. doi: 10.1038/npp.2015.336. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Weizman L., Dayan L., Brill S., Nahman-Averbuch H., Hendler T., Jacob G., Sharon H. Cannabis Analgesia in Chronic Neuropathic Pain Is Associated with Altered Brain Connectivity. Neurology. 2018;91:E1285–E1294. doi: 10.1212/WNL.0000000000006293. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.De Vita M.J., Moskal D., Maisto S.A., Ansell E.B. Association of Cannabinoid Administration with Experimental Pain in Healthy Adults: A Systematic Review and Meta-Analysis. JAMA Psychiatry. 2018;75:1118–1127. doi: 10.1001/jamapsychiatry.2018.2503. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Raymundi A.M., Da Silva T.R., Sohn J.M.B., Bertoglio L.J., Stern C.A. Effects of ∆ 9-Tetrahydrocannabinol on Aversive Memories and Anxiety: A Review from Human Studies. BMC Psychiatry. 2020;20:420. doi: 10.1186/s12888-020-02813-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Robinson O.J., Krimsky M., Lieberman L., Allen P., Vytal K., Grillon C. The Dorsal Medial Prefrontal (Anterior Cingulate) Cortex—Amygdala Aversive Amplification Circuit in Unmedicated Generalised and Social Anxiety Disorders: An Observational Study. Lancet Psychiatry. 2014;1:294–302. doi: 10.1016/S2215-0366(14)70305-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Marsicano G., Wotjak C.T., Azad S.C., Bisogno T., Rammes G., Cascioll M.G., Hermann H., Tang J., Hofmann C., Zieglgänsberger W., et al. The Endogenous Cannabinoid System Controls Extinction of Aversive Memories. Nature. 2002;418:530–534. doi: 10.1038/nature00839. [DOI] [PubMed] [Google Scholar]
- 53.Phan K.L., Angstadt M., Golden J., Onyewuenyi I., Popovska A., De Wit H. Cannabinoid Modulation of Amygdala Reactivity to Social Signals of Threat in Humans. J. Neurosci. 2008;28:2313–2319. doi: 10.1523/JNEUROSCI.5603-07.2008. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Jugl S., Sajdeya R., Morris E.J., Goodin A.J., Brown J.D. Much Ado about Dosing: The Needs and Challenges of Defining a Standardized Cannabis Unit. Med. Cannabis Cannabinoids. 2021;4:121–124. doi: 10.1159/000517154. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Itin C., Domb A.J., Hoffman A. A Meta-Opinion: Cannabinoids Delivered to Oral Mucosa by a Spray for Systemic Absorption Are Rather Ingested into Gastro-Intestinal Tract: The Influences of Fed / Fasting States. Expert Opin. Drug Deliv. 2019;16:1031–1035. doi: 10.1080/17425247.2019.1653852. [DOI] [PubMed] [Google Scholar]
- 56.Monte A.A., Shelton S.K., Mills E., Saben J., Hopkinson A., Sonn B., Devivo M., Chang T., Fox J., Brevik C., et al. Acute Illness Associated with Cannabis Use, by Route of Exposure: An Observational Study. Ann. Intern. Med. 2019;170:531–537. doi: 10.7326/M18-2809. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Blonde L., Khunti K., Harris S.B., Meizinger C., Skolnik N.S. Interpretation and Impact of Real-World Clinical Data for the Practicing Clinician. Adv. Ther. 2018;35:1763–1774. doi: 10.1007/s12325-018-0805-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Brown J.D., Goodin A.J. Evidence in Context: High Risk of Bias in Medical Cannabis and Cannabinoid Clinical Trials Dictates the Need for Cautious Interpretation. Med. Cannabis Cannabinoids. 2021;4:63–66. doi: 10.1159/000514732. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
The data presented in this work are available on request from the corresponding author. The data are not publicly available due to privacy and ethical reasons.