Associations between classic psychedelics and nicotine dependence in a nationally representative sample
In a nationally representative sample of 214,505 US adults, lifetime use of psilocybin, peyote and mescaline was associated with modestly lower odds of current nicotine dependence, whereas lifetime LSD use was associated with higher odds; experimental studies are needed to establish causality and assess therapeutic potential for smoking cessation.
Authors
- Jones, G. M.
- Lipson, J.
- Nock, M. K.
Published
Abstract
AbstractTobacco use is the single largest cause of preventable death worldwide, but none of the established treatments aimed at smoking cessation work for a majority of smokers. As such, there is an urgent need for interventions capable of reliably treating nicotine addiction. The use of classic psychedelics has been associated with lower odds of many forms of substance dependence. Here we tested whether lifetime use of classic psychedelics (tryptamine, lysergamide, and phenethylamine) is associated with lower odds of current nicotine dependence. We tested these associations in a sample of 214,505 adult participants in the National Survey on Drug Use and Health (2015–2019) using multivariable logistic regression models. Lifetime psilocybin use was associated with reduced odds of odds of current nicotine dependence (aOR 0.87–0.93). Lifetime use of peyote and mescaline also conferred reduced odds of multiple subdomains of a main nicotine dependence measure (Nicotine Dependence Syndrome Scale [NDSS]) (aOR 0.79–0.91). Conversely, lifetime use of LSD was associated with increased odds of nicotine dependence (aOR 1.17–1.24). Psilocybin, mescaline, and peyote use are associated with lowered odds of nicotine dependence. Experimental studies are needed to establish whether these associations are causal. These results make the case for further research into the efficacy of both tryptamine and phenethylamine psychedelics in promoting smoking cessation.
Research Summary of 'Associations between classic psychedelics and nicotine dependence in a nationally representative sample'
Introduction
Opioid use disorder (OUD) remains a major public health problem in the United States, with large increases in opioid-related mortality over recent decades and current treatments (methadone, buprenorphine) having limitations. Interest has grown in classic psychedelics (for example psilocybin, LSD, peyote, mescaline) as potential therapeutic agents or protective factors for substance use disorders, supported by preliminary clinical and naturalistic studies that suggest reductions in craving and substance use following psychedelic experiences. This study by Jones and colleagues set out to replicate and extend prior population-level findings linking lifetime use of classic psychedelics to reduced odds of OUD. Using recent nationally representative data, the investigators tested whether lifetime use (yes/no) of four commonly reported classic psychedelics (psilocybin, peyote, mescaline, LSD) was associated with past-year OUD, and whether any observed associations held across individual DSM-IV criteria for opioid dependence and abuse. The authors emphasise the need to examine individual compounds rather than treating classic psychedelics as a single homogeneous group.
Methods
The analysis used pooled data from the National Survey on Drug Use and Health (NSDUH) covering 2015–2019. The analytic sample comprised all surveyed adults aged 18 years or older (unweighted N = 214,505). The NSDUH is a nationally representative household survey; it does not sample currently homeless people, active-duty military personnel, or incarcerated individuals. The study relied on publicly available, self-reported survey data and was exempt from IRB review. The primary exposure variables were lifetime (ever) use, coded yes/no, of four classic psychedelics: psilocybin, peyote, mescaline, and LSD. Covariates entered a priori included demographic factors (sex, age, race/ethnicity, educational attainment, marital status, annual household income), self-reported engagement in risky behaviour, and lifetime use of several other substances (MDMA/ecstasy, PCP, inhalants, cocaine, tranquilizers, stimulants, sedatives, and marijuana). The principal outcome was past-year opioid use disorder, defined by meeting criteria for past-year opioid dependence or abuse (DSM-IV). For sensitivity analyses, each of the 11 DSM-IV diagnostic criteria for opioid dependence/abuse were treated as separate dependent variables. The authors used survey-weighted multivariable logistic regression (Survey package in R) to account for the complex survey design; adjusted odds ratios (aORs) from these models quantify associations between lifetime psychedelic use and outcomes, controlling for the covariates listed. Where a classic psychedelic showed an association with lowered odds of OUD, the investigators ran sensitivity analyses across the 11 DSM-IV items. A post-hoc set of chi-squared tests compared demographic characteristics of psilocybin users who had versus had not ever misused opioids (i.e. tried heroin or used prescription pain relievers to get high).
Results
Descriptive comparisons indicated that participants with past-year OUD differed demographically from those without OUD: they were more likely to be single, have lower formal education, be younger, male, white, have lower household income, and report more frequent engagement in risky behaviour. In the main survey-weighted multivariable model, lifetime psilocybin use was the only classic psychedelic associated with lower odds of past-year OUD (adjusted odds ratio aOR: 0.70; 95% CI 0.60–0.83), corresponding to a 30% reduction in odds. The other substances examined (peyote, mescaline, LSD) showed no association with lowered odds of OUD and in some cases were associated with increased odds or null findings. Sensitivity analyses examining the 11 DSM-IV criteria showed that lifetime psilocybin use was significantly associated with reduced odds for seven of the 11 criteria, with aORs in the reported range 0.66–0.83. Two additional criteria showed marginal associations in the direction of lowered odds (aOR range 0.75–0.80; p < 0.10). The post-hoc chi-squared tests found that psilocybin users who had versus had not misused opioids differed significantly across all demographic variables assessed (marital status, education level, age, sex, race/ethnicity, and annual household income).
Discussion
Jones and colleagues interpret their findings as a replication and refinement of earlier population-level work: lifetime use of classic psychedelics appears associated with reduced odds of opioid use disorder, but this association in the current dataset is specific to psilocybin rather than to other classic psychedelics. The magnitude of the psilocybin–OUD association (about 30% lower odds) is comparable to that reported in earlier NSDUH-based analyses, lending support to the robustness of the relationship in cross-sectional, nationally representative samples. The authors note that the association with psilocybin was not limited to a narrow subset of diagnostic features but extended across multiple DSM-IV criteria, suggesting a broad pattern of lower likelihood of opioid-related problems. Several potential mechanisms are proposed by the authors. Pharmacological explanations centre on psilocybin’s action as a serotonin (5-HT2A) agonist, which might modulate pathways involved in craving and reward; the role of mystical-type or spiritually salient subjective experiences induced by psilocybin is also discussed as a possible mediator, based on correlations observed in prior clinical work. The investigators additionally acknowledge that pre-drug differences or other third-variable factors—such as personality, baseline spirituality, or unmeasured demographic characteristics—could account for or partly mediate the observed association. Their post-hoc demographic comparisons between psilocybin users who had or had not misused opioids underscore the potential for such confounding. The authors explicitly acknowledge key limitations: the cross-sectional design precludes causal inference; all measures are self-reported, introducing risk of under-reporting; the NSDUH omits certain populations (homeless, incarcerated, active-duty military), which may bias estimates; and the exposure measures capture only lifetime use without information on recency, frequency, dose, or context. Given these constraints, Jones and colleagues call for clinical trials and longitudinal studies to test causality and to investigate mediators, and they recommend follow-up work to better account for demographic and other confounding factors.
Conclusion
The study replicates earlier population-level evidence linking classic psychedelic use to reduced odds of opioid use disorder, but refines that finding by showing the association in this dataset was specific to psilocybin rather than LSD or the phenethylamine-class psychedelics (mescaline, peyote). The authors conclude that clinical trials and longitudinal research are required to determine causality and to identify mediators, and that further work could provide foundational evidence to inform ethical and safe clinical investigations of psilocybin’s potential in treating OUD.
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SECTION
and reported the effects of psychedelics before and after administration, 96% met substance use disorder (SUD) criteria before psychedelic use, whereas following psychedelic use, only 27% met criteria for a SUD. These findings offer preliminary support for classic psychedelics as a treatment for addiction. As limited as the literature on the relationship between psychedelics and addiction is, the body of research examining the associations between classic psychedelic use and OUD is even smaller. A few studies have hinted that the association is worth exploring, however. In an online study, Garcia-Romeu et al. found a decrease in opioid and cannabis cravings after naturalistic experiences with classic psychedelics. Recently, Argento and colleaguesanalyzed a longitudinal cohort of 3813 people who use drugs and found naturalistic psychedelic use to predict lowered odds of daily opioid use. Additionally, Pisano et al. conducted a landmark study in this line of inquiry, examining the association between the use of classic psychedelics and incidence of OUD within a large population sample of illicit drug users. Using data from the National Survey of Drug Use and Health (NSDUH) (2008-2013), Pisano et al. demonstrated that classic psychedelic use conferred 27% reduced risk of past-year opioid dependence and 40% reduced risk of past-year opioid abuse. Given the overall dearth of research into the association between psychedelic use and opioid dependence in a naturalistic context, it is crucial to examine whether such findings replicate. It is also necessary to understand the unique associations that individual classic psychedelics share with OUD. Work from Jones and Nockfound that different psychedelic compounds have differing patterns of association with mental health outcomes. Thus, examining the correlates between lifetime use of several commonly-used psychedelic compounds and OUD can help to identify the specific compounds best suited to treating OUD. This paper uses the latest NSDUH data to replicate and extend the findings from Pisano et al. on the associations between naturalistic use of psychedelics and OUD, as well as to examine the associations between use of particular classic psychedelic substances (psilocybin, peyote, mescaline, and LSD) and OUD. To our knowledge, this study represents the first attempt since Pisano et al. to investigate this association in the context of a large, nationally representative sample.
METHOD
Data are from The National Survey on Drug Use and Health (NSDUH) (2015-2019), an annual survey that examines substance use and health outcomes within a nationally-representative sample of the United States population. Individuals experiencing homelessness, active-duty military members, and currently incarcerated citizens are not surveyed by the NSDUH. We included all adults aged ≥ 18 years from the NSDUH in our analyses (total unweighted N = 214,505). This study was exempt from IRB review as NSDUH data are publicly available and all methods in this study were carried out in accordance with relevant guidelines and regulations. Analyses. We used a similar analytical approach to Pisano et al. We used the 'Survey' package in R to conduct survey-weighted multivariable logistic regression models that incorporated the complex survey design and weighting included in the NSDUH. Our main model tested the association between classic psychedelics and past year diagnosis of OUD (dependence or abuse). For any classic psychedelics associated with lowered odds of OUD, we conducted sensitivity analyses to assess the associations between these substances and each of the 11 DSM-IV criteria for opioid dependence and abuse. This analytical approach utilizes virtually all OUD-related variables in the NSDUH and allows for detailed insight into the associations between classic psychedelics and OUD. Independent variables and covariates. Our main independent variables were lifetime use (yes/no) of the four most frequently used classic psychedelics in the NSDUH: psilocybin, peyote, mescaline, and LSD. We also included the following demographic factors and substances as a priori covariates within our analyses: sex, age, race/ethnicity, educational attainment, self-reported engagement in risky behavior, annual household income, marital status, and lifetime use of various substances (MDMA/ecstasy, PCP, inhalants, cocaine, tranquilizers, stimulants, sedatives, and marijuana).
DEPENDENT VARIABLES.
The main dependent variable was past year diagnosis of OUD. Individuals met criteria for OUD if they abused or experienced dependence on heroin or prescription pain relievers in the past year. Additionally, each of the 11 DSM-IV diagnostic criteria for opioid dependence or abuse served as dependent variables in our sensitivity analyses. The criteria were as follows: 1. Spent a great deal of time over a period of a month getting, using, or getting over the effects of opioids. 2. Unable to keep or set limits on opioid use or used opioids more often than intended. 3. Needed to use opioids more than before to get desired effects or noticed that using the same amount had less effect than before. 4. Unable to cut down or stop using opioids every time he/she/they tried or wanted to. 5. Continued to use opioids even though they were causing problems with emotions, nerves, mental health, or physical health. 6. Reduced or gave up participation in important activities due to opioid use. 7. Reported experiencing three or more opioid withdrawal symptoms at the same time that lasted longer than a day after opioid use was cut back or stopped (i.e. feeling blue, nausea/vomiting, fever, etc.). 8. Serious problems at home, work, or school caused by using opioids. 9. Used opioids regularly and then did something that might have put the user in physical danger. 10. Use of opioids caused someone to do things that repeatedly got him/her/them in trouble with the law. 11. Problems with family or friends caused by using opioids and continued to use opioids even though the user thought opioids caused these problems. For our sensitivity analyses, all aforementioned demographics and lifetime use variables served as covariates.
RESULTS
Demographics. Differences in the demographic characteristics of those with and without past year OUD are presented in Table. Participants with past year OUD are more likely to be single, less formally educated, younger, male, white, lower income, and report more frequent engagement in risky behavior.
ASSOCIATIONS BETWEEN PSILOCYBIN AND OUD.
The results from our main model testing the associations between lifetime use of classic psychedelics (psilocybin, peyote, mescaline, LSD) and past year OUD are presented in Table. Psilocybin was the only substance associated with lowered odds of OUD (aOR: 0.70; 95% CI [0.60, 0.83]). All other substances examined, including other classic psychedelics (peyote, mescaline, and LSD), shared no association with OUD or were associated with increased odds of OUD. The results of our sensitivity analyses testing the associations between lifetime psilocybin use and past year presence of each of the 11 DSM-IV criteria for opioid dependence and abuse are presented in Table. Psilocybin use was associated with lowered odds of seven of the 11 criteria for opioid dependence and abuse (aOR range: 0.66-0.83). Additionally, psilocybin was marginally associated with lowered odds of two additional DSM-IV criteria for opioid dependence and abuse as well (aOR range: 0.75-0.80; p < 0.10). Post-hoc analyses of psilocybin users who have versus have not misused opioids. In addition to our sensitivity analyses, we also conducted post-hoc chi-squared analyses to assess whether there are significant demographic differences between psilocybin users who have versus have not ever misused opioids (i.e., tried heroin and/or used prescription pain relievers to get high). Differences between these two groups would suggest that third-variable demographic variables partially mediate the associations between psilocybin and lowered odds of OUD, as this finding would suggest that there exists a unique population of psilocybin users that has never misused opioids and subsequently are at little to no risk for OUD. These findings are reported in Table. Our post-hoc analyses revealed that psilocybin users who have versus have not used opioids differed from one another on all of the demographic traits assessed: marital status, education level, age, sex, race/ethnicity, and yearly household income.
DISCUSSION
Psilocybin was the sole classic psychedelic substance associated with lowered odds of past year OUD in a large, nationally-representative sample of the U.S. population. These findings accord with other population-based survey research indicating that classic psychedelics share differing relationships to mental health outcomes in naturalistic contexts. Additionally, the magnitude of the association between psilocybin use and OUD (30% reduction in odds) is comparable to that initially reported by Pisano et al. using NSDUH data from 2008 to 2013-allowing us to report that Pisano et al. 's findings replicate in a different (more recent) nationally-representative sample. The association between lifetime use of psilocybin and OUD was not driven by a few particular criteria for OUD; rather, lifetime psilocybin use was significantly associated with reduced odds of seven out of 11 DSM-IV criteria for opioid dependence and abuse. These results are cross-sectional and correlational and so cannot be used to make causal inferences. However, this study offers an important contribution to the research literature by demonstrating the replication of Pisano et al. 's original finding that lifetime use of psychedelics conferred lowered odds of opioid dependence and abuse. As clinically minded researchers pursue trials aimed at demonstrating the therapeutic efficacy of psilocybinbased treatments for opioid addiction, our study provides a foundation for this line of inquiry with preliminary evidence from a naturalistic context. Furthermore, our findings suggest it is worth investigating the protective effects of psilocybin for all related diagnostic criteria for OUD, including overuse and tolerance, opioid-related emotional distress, and opioid-related social and work problems. Limitations. These results should be interpreted in the context of several important limitations. Above all, given that our results are based on cross-sectional data, they cannot be used to draw causal conclusions. Casual investigations (e.g., clinical trials) are needed to better understand the nature of the association between psilocybin use and lowered odds of OUD. Additionally, all of the questions we drew from the NSDUH are based on self-report. As a result, for questions on both psychedelic use and OUD, under-reporting might be a confound in our analyses and conclusions. Next, although we controlled for many demographic covariates, there are many we likely could not control for due to the limitations of the NSDUH dataset. For instance, the NSDUH does not assess information about homelessness status nor collect information from individuals who are currently incarcerated or serving as activeduty military members. Not accounting for demographic factors such as these may lead to an overestimation of the strength of the association between psilocybin use and lowered odds of OUD. Future research should attempt to control for these factors to maximize the integrity of any observed relationships between psilocybin use and OUD. Finally, items assessing psychedelic use asked about "lifetime" use, but not recency or frequency, precluding examination of these features of psychedelic use. However, given that psilocybin has been shown to elicit lasting Potential mediators. A number of potential mediators might underlie the current study's findings. First, as mentioned in Pisano et al., the effects of psilocybin on the serotonin system might mediate its protective association with OUD. Classic psychedelic compounds, including psilocybin, act primarily as serotonin (5-HT 2A ) agonists, meaning that they bind to a receptor site typically targeted by serotonin. Abnormal serotonin neurotransmission is linked to many aspects of addiction, such as craving and heightened responses to drug cues. Furthermore, there is suggestive evidence that serotonin agonists may support the treatment of opioid addiction as they may indirectly inhibit the release of dopamine, a key neurotransmitter that is implicated in the maladaptive reward system changes associated with opioid addiction. At present, pharmacological explanations of our findings remain purely speculative. Future research on the pharmacology of psilocybin can potentially shed further light on the link between this compound and lowered odds of OUD. Second, the mystical-type experiences induced by psilocybin represent another key mechanism that might explain that protective associations between psilocybin and OUD. There is suggestive evidence of this mediation effect within clinical explorations of psychedelics for the treatment of addiction. In Johnson et al. 's open-label trial of psilocybin for nicotine dependence, improvement was correlated with measures of mystical experience and spiritual significance of psilocybin sessions. More broadly, spiritual experience and belief have been linked to positive substance abuse recovery outcomes. Further inquiry into the role of mystical-type experiences in promoting recovery from addiction can help to elucidate the nature of the observed link between psilocybin use and reduced odds of OUD. Lastly, third-variable pre-drug factors may plausibly underlie the protective associations observed within our study as well. Prior research has demonstrated there are pre-drug differences associated with psychedelic users (e.g. greater extroversion, higher levels of spirituality) that may simultaneously confer lowered odds of adverse mental health outcomes such as OUD. Additionally, demographic differences associated with psilocybin use and OUD may contribute to our observed associations. Our post-hoc analyses revealed significant demographic differences between psilocybin users who have versus have not misused opioids on all of the demographic dimensions we assessed (marital status, education level, age, sex, race/ethnicity, and yearly household income). Although we accounted for these demographic variables in our analyses, as previously stated, there are possibly additional demographic factors that we could not control for that mediate our findings. Future research should more closely investigate how demographic differences impact the associations between psilocybin use and lowered odds of OUD. These investigations may have the additional benefit of identifying protective factors associated with the alleviation of OUD. Lastly, if these inquires reveal demographic differences associated with the use of specific psychedelic compounds (i.e. differing populations that use psilocybin versus peyote), these inquiries may also clarify why psilocybin-and no other classic psychedelic substance-conferred lowered odds of OUD.
CONCLUSION
This study replicates Pisano et al. 's finding linking classic psychedelics to lowered odds of opioid use disorder across a broad spectrum of diagnostic criteria, but specifies that this link only exists for psilocybin, and not for LSD or phenethylamine psychedelics (mescaline and peyote). Future clinical trials will be required to test whether this association is causal, and to identify which mediators may underlie this association. Longitudinal studies should also assess whether there is a causal link between psilocybin and OUD. These studies can also provide essential foundational evidence for the link between psilocybin and OUD and maximize the likelihood of ethical and safe clinical trials that assess the treatment potential of this compound. In conclusion, our study represents an incremental step towards a greater understanding of factors that may prevent or alleviate opioid use disorder.
Study Details
- Study Typeindividual
- Populationhumans
- Characteristicsobservationalsurvey
- Journal
- Compounds