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Journal of Clinical and
            Translational Research                                               Cannabinoids for cannabis use disorder



            diagnosed with CUD; and (3) comparing CB receptor   studies, we opted to generate albatross plots encompassing
            agonists (i.e., dronabinol and nabilone) or modulators of   all included studies. 15
            endocannabinoid activity (i.e., nabiximols and CBD) with   An albatross plot depicts a scatter plot wherein each
            placebo.                                           study’s  sample  size  is plotted  against  its respective  two-
            2.2. Search strategy and data extraction           sided  P-values derived from effect estimates. This visual
                                                               representation enables the interpretation of estimated
            We systematically searched PubMed, Scopus, and     standardized  effect  sizes  (in  this  case,  standardized  to
            Cochrane Central Register of Controlled Trials from   correlation coefficients) within the context of both study
            inception to May 2024 with the following search strategy:   size and significance level for each individual study, as
            (cannabidiol OR  CBD OR sativex  OR nabiximols  OR   well as for the collective relationship observed across all
            dronabinol OR nabilone OR cesamet OR FAAH OR “fatty   studies. 15
            acid amide hydrolase”) AND (“cannabis use disorder” OR
            “cannabis dependence” OR “cannabis withdrawal”). The   To gather the necessary data for constructing these
            references from all included studies, previous systematic   plots, we retrieved the P-values, sample sizes, and effect
            reviews, and meta-analyses were also searched manually   estimates from each study. In instances where studies did
            for any additional studies. Two authors independently   not explicitly provide P-values, we calculated them based
            extracted the data following predefined search criteria and   on the sample size and effect magnitude (such as Pearson’s
            quality assessment.                                correlation coefficient). 16
              The study protocol was registered in the International   3. Results
            Prospective Register of Systematic Reviews on May 27,
            2024, as CRD42024547431.                           3.1. Study selection
                                                               The initial search yielded 1,317 results. After the removal of
            2.3. Endpoints
                                                               duplicate records and ineligible studies, 14 remained and were
            We extracted the following data from individual    fully reviewed based on inclusion criteria. Of these, a total of
            studies: (1) study characteristics: authors, study   eight studies met the final eligibility criteria. As two of the
            design, intervention, dose, route of administration,   eight articles refer to one study, a total of seven studies were
            treatment duration, and follow-up days; (2) patient   included in the systematic review, comprising 597 patients.
            characteristics: gender, mean age, cannabis use in grams   The PRISMA flow diagram is illustrated in Figure 1.
            per day, days of use in the past 30  days, Marijuana
            Craving Questionnaire and Hamilton Depression scale;   3.2. Study characteristics
            (3) outcomes: weekly cannabis use, cannabis withdrawal   A total of 317  patients (53%) received CB receptor
            scale, cannabis cravings, number of adverse effects and   agonists (i.e., dronabinol and nabilone) or modulators of
            21-day consecutive abstinence.                     endocannabinoid activity (i.e., nabiximols and CBD), as
                                                               monotherapy or in combination with another medication,
            2.4. Risk of bias and quality assessment
                                                               with concomitant psychotherapy. All the studies included
            According  to the recommendations  from  the  Cochrane   met the final eligibility criteria; however, there was
            Handbook for Systematic Reviews of Interventions, we used   significant variation in terms of population characteristics,
            the revised Cochrane risk-of-bias tool for randomized trials   interventions, and outcomes.
                                             13
            (RoB-2) to assess the risk of bias in RCTs.  Disagreements
            were resolved through consensus after discussing reasons   All studies were randomized, double-blind, and placebo-
            for the discrepancy. The information was presented as a   controlled clinical trials with a parallel design. All studies
            risk of bias graph and a risk of bias summary figure.  included participants with CUD, as defined by the diagnostic
                                                               criteria of the DSM-IV, 17-19  DSM-IV-TR, 20,21  DSM-V , and
                                                                                                        22
            2.5. Statistical analysis                          the  International  Statistical Classification  of Diseases  and
                                                               Related Health Problems, 10  edition (ICD-10). 23,24
                                                                                     th
            This systematic review was designed following the
            PRISMA.  The studies included in our analysis exhibited   The mean age of the participants ranged from 26.4 to
                   14
            significant  heterogeneity,  rendering  meta-analysis  37.65  years, with a male predominance of 74.2% across
            unfeasible. This was due to  the use of disparate effect   all the studies. Cannabis use at baseline was reported in
            measures, including correlation coefficients, odds ratios,   different ways: (1) according to the number of days of use,
            and regression coefficients, coupled with insufficient data   ranging from 28 to 30  days in the past 30  days 17,18,20  or
            to standardize effect sizes uniformly across all studies. To   25.7 days in the past 28 days; (2) according to cannabis
                                                                                       23 
            facilitate a comprehensive interpretation of results across   weight, ranging from 0.55 to 3.28 g/day.

            Volume 11 Issue 1 (2025)                        6                             doi: 10.36922/jctr.24.00066
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