Adolescent cannabis use, depression and anxiety disorders in the Northern Finland Birth Cohort 1986
Faculty of Medicine and Health Technology, Tampere University, Finland; Center for Life Course Health Research, University of Oulu, Finland; and Department of Psychiatry, Seinäjoki Central Hospital, Finland
QIMR Berghofer Medical Research Institute, Australia; School of Public Health, Faculty of Medicine, The University of Queensland, Australia; and Queensland Centre for Mental Health Research, Australia
Center for Life Course Health Research, University of Oulu, Finland; and Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Finland
Department of Psychiatry, University of Turku, Finland
Center for Life Course Health Research, University of Oulu, Finland; and Department of Psychiatry, University of Turku, Finland
QIMR Berghofer Medical Research Institute, Australia; School of Public Health, Faculty of Medicine, The University of Queensland, Australia; Queensland Centre for Mental Health Research, Australia; and Metro North Mental Health Service, Australia
Department of Psychiatry, University of Turku, Finland; and Addiction Psychiatry Unit, Department of Psychiatry, Turku University Hospital, Finland
Correspondence: Antti Mustonen. Email: antti.mustonen@tuni.fiAbstract
Background
Cannabis use has been associated with increased risk of psychiatric disorders. However, associations between adolescent cannabis use, depression and anxiety disorders are inconsistently reported in longitudinal samples.
Aims
To study associations of adolescent cannabis use with depression and anxiety disorders.
Method
We used data from the Northern Finland Birth Cohort 1986, linked to nationwide registers, to study the association between adolescent cannabis use and depression and anxiety disorders until 33 years of age (until 2018).
Results
We included 6325 participants (48.8% male) in the analyses; 352 (5.6%) participants reported cannabis use until 15–16 years of age. By the end of the follow-up, 583 (9.2%) participants were diagnosed with unipolar depression and 688 (10.9%) were diagnosed with anxiety disorder. Cannabis use in adolescence was associated with an increased risk of depression and anxiety disorders in crude models. After adjusting for parental psychiatric disorder, baseline emotional and behavioural problems, demographic factors and other substance use, using cannabis five or more times was associated with increased risk of anxiety disorders (hazard ratio 2.01, 95% CI 1.15–3.82), and using cannabis once (hazard ratio 1.93, 95% CI 1.30–2.87) or two to four times (hazard ratio 2.02, 95% CI 1.24–3.31) was associated with increased risk of depression.
Conclusions
Cannabis use in adolescence was associated with an increased risk of future depression and anxiety disorders. Further research is needed to clarify if this is a causal association, which could then inform public health messages about the use of cannabis in adolescence.
Cannabis use has been associated with several mental health disorders in systematic reviews and meta-analyses, including psychotic disorders, where associations have been reported consistently.1–4 The current understanding of pathways from cannabis use to onset of these disorders is that of a complex and multifactorial process, with a range of contributing factors that span across an individual's life course.5
Among adolescents, there has been a trend in recent years to perceive that cannabis use has less risk of harm, including a lower risk perception of regular or daily cannabis use.6,7 By contrast, current evidence suggests that early onset and more frequent use is associated with a higher risk for cannabis-related adverse mental health and psychosocial outcomes, both in adolescence and later in life.1,4,8 Adolescence is a vulnerable neurodevelopmental period, where exposure to exogenous cannabinoids can interfere with neuronal maturation processes and have negative sequelae on adolescent brain development. Ultimately, the disruption of these maturation processes can influence the trajectories of mental health.8,9
Previous studies on adolescent cannabis use, depression and anxiety disorders
Compared with the association with psychosis,1,2 the link between adolescent cannabis use and depression and anxiety disorders has been less studied in longitudinal prospective data-sets, and the studies have reported mixed findings.4 In general populations including both adults and adolescents, two meta-analyses have reported modest associations of cannabis use and depression,3,10 and two meta-analyses reported a slight increase in risk of anxiety.11,12 A recently published meta-analysis of prospective cohort studies4 focused on adolescent cannabis use, depression and anxiety until young adulthood, controlling for baseline symptoms. With a total sample size of 23 317, the meta-analysis reported a modest association for adolescent cannabis use and depression (odds ratio 1.37, 95% CI 1.16–1.62; seven studies) and a non-significant finding for anxiety disorders (odds ratio 1.18, 95% CI 0.84–1.67; three studies).4
Whether adolescent cannabis use is independently associated with depression and anxiety disorders remains unclear. In general, there are several other life-course factors that could confound the association of cannabis use and psychiatric disorders. Studies suggest that adolescent-onset substance use might emerge as self-medication for an underlying psychiatric disorder,5,13 or be influenced by early psychopathology.14,15 Furthermore, parental and familial factors may influence both offspring mental health and risk of substance use initiation.16 Research also suggests that use of cannabis is associated with increased risk of other substance use17 that may, in turn, increase the risk of psychiatric disorders.
Previous prospective studies on adolescent cannabis use, depression and anxiety disorders have typically derived depression and anxiety outcomes by using structured interviews or symptom scales.17–25 To our knowledge, there are no prospective birth cohort studies that have examined the association between adolescent cannabis use and risk of depression or anxiety disorders by linking questionnaire data to diagnoses based on data from registers. This is an alternative approach to study these phenomena in a setting where individuals have sought treatment for their mental illness. Furthermore, the authors of the recent meta-analysis emphasised the need for further prospective research about adolescent cannabis use, anxiety and depression.4
Aims and objectives of this study
We utilised the Northern Finland Birth Cohort 1986 (N = 6325), which is linked to representative national registers including data on ICD-10 diagnoses. By using these data, we aimed to study longitudinal and temporal associations of adolescent cannabis use at 15–16 years of age, and subsequent depression and anxiety disorder until 33 years of age. We hypothesised that cannabis use in adolescence would be associated with depression and anxiety disorders until young adulthood, independent of parental psychiatric disorders, demographic factors, baseline emotional and behavioural problems and other substance use.
Method
Participants and data collection
The Northern Finland Birth Cohort 1986 is a general population-based birth cohort study including 99% of all births (N = 9432) with an expected date of birth between 1 July 1985 and 30 June 1986 from the two northernmost provinces in Finland.26 The mothers were recruited to this study from their first prenatal maternity clinic visit in 10th to 16th week of pregnancy, and the cohort participants have been followed up on ever since. A multidisciplinary follow-up study commenced in 2001–2002, when study members were aged 15–16 years. First, participants were sent self-report questionnaires (n = 9215) where they answered questions about their physical health, psychosocial well-being and smoking habits (n = 7344). Those who responded were invited to a clinical study. As a part of this collection the participants completed self-report questionnaires including questions on emotional and behavioural problems (Youth Self-Report [YSR])27 and substance use. The participants who signed the informed consent form and answered the question on cannabis use were included in the present study. To account for the effect of prior psychiatric disorders on study variables, we excluded participants with any prior psychiatric disorder before the age of 16 years. The final sample totalled 6325 (Fig. 1). The follow-up study in 2001–2002 was approved by the Ethics Committee of the Northern Ostrobothnia Hospital District in Finland (17 May 2006).
Measures
Exposure variable: cannabis use
The participants were asked ‘Have you ever used marihuana or hashish?’, with response options ‘never’, ‘once’, ‘two to four times’, ‘five or more times’ or ‘I use regularly’. For the main analysis, cannabis use was categorised into four groups, and two latter groups were pooled because of infrequent reporting. For inclusion of potential covariates, lifetime cannabis use was also studied as dichotomised (no/yes).
Outcome variables
Data on clinician-rated anxiety disorders (ICD-10 codes F40–44) and depression (ICD-10 codes F32.0–33.9, F34.1, F38.10)28 diagnoses were collected from 16 years of age until the end of 2018, when participants were aged 33 years. The onset age of each disorder was based on the first record of the diagnosis in registers. Diagnoses of psychiatric disorders were obtained from linkage to four nationwide registers providing substantial coverage on diagnosed psychiatric disorders in the wider community: The Register of Primary Health Care Visits 2011–2018 and the Care Register for Health Care 2001–2018 of the National Institute for Health and Welfare, the Medication Reimbursement Register of the Social Insurance Institution of Finland 2001–2005 and the Disability Pensions of the Finnish Centre for Pensions 2001–2016. The Care Register contains information on patients discharged from in-patient care, and since 1998, on specialised out-patient care. The Register of Primary Health Care Visits includes all out-patient primary healthcare delivered in Finland. For more information about the registers, see previous studies.29–31 The Finnish national registers are generally reliable,32 and typically provide data with minimal attrition from deaths and emigration compared with survey data.33
Covariates
Emotional and behavioural problems in adolescence
Data on adolescent mental health were collected during the clinical study in 2001–2002, using the YSR.27 This measures symptoms of emotional or behavioural problems in adolescents aged 11–18 years. The participants were presented with 118 statements, including 29 items for externalising problems and 30 items for internalising problems. Responses were scored on a three-point scale, with the statements being not true (0), somewhat/sometimes true (1) or very true (2), based on how the participants had felt within the past 6 months. Scores for each item were summed to obtain a summary score for each subscale. If there were more than three answers missing in a subscale, the YSR subscale scores were excluded. If there were three or fewer missing values in a subscale, they were replaced by the mean value of items in that subscale for that person.14
Family structure, education level and parental psychiatric diagnosis
Information on structure of the family were collected by combining data from parents at birth and from the clinical study in 2001–2002. This data were categorised as ‘family with two parents’, where both parents lived together with the participant, and ‘other’, which consisted of all other families. Parental education level was collected from a postal questionnaire that was answered by parents in 2001–2002. Highest education level attained by a parent was divided into schooling for <12 years and schooling for ≥12 years (reference). Lifetime parental psychiatric diagnoses (ICD-10 codes F00–69, F80–99) were collected from the following nationwide registers: Register of Health Care during the years 1972–2018 (including in-patient care and visits to specialised out-patient healthcare since 1998), Disability Pensions of the Finnish Centre for Pensions (1965–2016) and The Register of Primary Health Care Visits (2011–2018).
Cigarette smoking, alcohol use and illicit substance use
Data on lifetime illicit substance use and frequent alcohol intoxications were collected with a questionnaire that the participants received during the clinical study in 2001–2002. The participants were asked ‘Have you used ecstasy, heroin, cocaine, amphetamine, LSD or other similar intoxicating drugs?’ The participants were categorised into the ‘yes’ group if they reported lifetime use of these substances. Frequent alcohol intoxications were questioned as ‘Have you been drunk during the past year? (0, 1–2, 3–5, 6–9, 10–19, 20–39 or ≥40 times)’, and this was categorised as ‘Have you been drunk during the past year? ten times or more (no/yes)’. Data on regular cigarette smoking was collected from the postal questionnaire. The participants were asked if they currently smoked cigarettes daily (one or more cigarettes per day), with options no/yes.
Statistical methods
We used χ2-test or Fisher's exact test to assess the relationship of lifetime cannabis use, depression, anxiety disorders and covariates. Those reaching statistical significance P < 0.10 for all of the outcomes were accepted to final multivariable models. Linear regression and multicollinearity diagnostics with variance inflation factor (VIF) scores were used to examine possible correlation between multiple covariates (fully adjusted model 3). VIF > 5 was considered as an indicator of multicollinearity.
Cox regression analysis with hazard ratios and 95% confidence intervals was used to examine the association of adolescent cannabis use with onset of depression and anxiety disorders. The participants diagnosed with any psychiatric disorder at baseline were excluded (n = 261). Dates of emigration (n = 256) and death (n = 51) were used as censoring points in survival analyses. Among these, there were participants that emigrated but moved back to Finland and were later diagnosed with anxiety disorder (n = 19) or depression (n = 12). They were censored at emigration date in survival analyses because register data for diagnoses were not available for the emigration period. Two of the censored cases were excluded in survival analyses because of death or emigration before the earliest possible event in stratum, i.e., they participated in clinical examination but emigrated or died before onset of first depression or anxiety disorder case in the data. Cox proportional hazard assumption was studied with hazard logarithms and scaled Schoenfeld residuals.
To consider the effect of potential confounders to depression and anxiety disorder outcomes, the following models were used. We studied the models separately by YSR internalising and YSR externalising symptom scores to examine whether these associations varied by baseline symptomology. In model 1, we used (a) YSR internalising symptom scores and (b) YSR externalising symptom scores, and these covariates are presented as model Xa or model Xb in subsequent models; model 2 further included daily smoking, frequent alcohol intoxications in the past year and illicit substance use other than cannabis at baseline; model 3 further included parental psychiatric disorder and family structure. Survival curves were computed for Model 3b separately for depression and anxiety disorders.
We also examined a dose–response effect between cannabis use and depression and anxiety disorders, using a categorical cannabis use variable (never, once, two to four times, five or more times) as continuous in Cox regression analyses with hazard ratios and 95% confidence intervals.
Sensitivity analysis, E-values, attrition analysis and missing data are described in the Supplementary material available at https://doi.org/10.1192/bjo.2021.967.
Statistical analyses were conducted with SPSS statistical software for Windows (IBM SPSS Statistics, version 25) except for E-values and examination of Cox proportional hazard assumption, which were analysed with R for Windows (R Foundation for Statistical Computing, version 3.6.0; R Core Team, Vienna, Austria) packages survival, survminer and Epi.
Results
The sample totalled 6325 participants, of which 352 adolescents (5.6%) reported any cannabis use until 15–16 years of age. Among those who emigrated during the follow-up and were excluded from the study, 16 out of 256 (6.3%) reported any cannabis use. During the follow-up (from ages 16 to 33 years), 583 (9.2% of the total sample) were diagnosed with any depression and 688 (10.9% of the total sample) were diagnosed with any anxiety disorder. For the sample demographics, please see Table 1. No significant collinearity was seen between variables (all VIFs < 1.3).
Cannabis use frequency Anxiety disorder Depression Total, n N = 6325 No cannabis use, n = 5973 Once or more, n = 352 P-value No anxiety disorder, n = 5637 Anxiety disorder, n = 688 P-value No depression, n = 5742 Depression, n = 583 P-value n % n % n % n % n % n % n % Gender 6325 Male 3089 48.8 2929 49.0 160 45.5 0.191 2847 50.5 242 35.2 <0.001 2888 50.3 201 34.5 <0.001 Female 3236 51.2 3044 51.0 192 54.5 2790 49.5 446 64.8 2854 49.7 382 65.5 Family structure 5413 Other 1102 20.4 1004 19.6 98 33.4 <0.001 945 19.5 157 27.3 <0.001 960 19.5 142 28.7 <0.001 Family with two parents 4311 79.6 4116 80.4 195 66.6 3893 80.5 418 72.7 3958 80.5 353 71.3 Parental education 5066 <12 years 3050 60.2 2905 60.5 145 54.9 0.072 2723 59.9 327 62.8 0.208 2783 60.3 267 59.7 0.830 ≥12 years 2016 39.8 1897 39.5 119 45.1 1822 40.1 194 37.2 1836 39.7 180 40.3 Cannabis use 6325 No 5973 94.4 352 100.0 0 0.0 - 5352 94.9 621 90.3 <0.001 5461 95.1 512 87.8 <0.001 Yes 352 5.6 0 0.0 5973 100.0 285 5.1 67 9.7 281 4.9 71 12.2 Daily smoking 5871 No 5151 87.7 4977 89.7 174 54.2 <0.001 4624 88.5 527 81.8 <0.001 4712 88.5 439 80.3 <0.001 Yes 720 12.3 573 10.3 147 45.8 603 11.5 117 18.2 612 11.5 108 19.7 Other illicit drug use 6299 No 6268 99.5 5942 99.9 326 92.9 <0.001a 5593 99.6 675 98.4 <0.001a 5696 99.6 572 98.6 0.006a Yes 31 0.5 6 0.1 25 7.1 20 0.4 11 1.6 23 0.4 8 1.4 Alcohol intoxication ≥10 times in the past year 6167 No 5024 81.5 4910 84.4 114 32.9 <0.001 4510 82.1 514 76.3 <0.001 4598 82.2 426 74.2 <0.001 Yes 1143 18.5 910 15.6 233 67.1 983 17.9 160 23.7 995 17.8 148 25.8 Parental psychiatric disorder 6325 No 4046 64.0 3836 64.2 210 59.7 0.083 3693 65.5 353 51.3 <0.001 3742 65.2 304 52.1 <0.001 Yes 2279 36.0 2137 35.8 142 40.3 1944 34.5 335 48.7 2000 34.8 279 47.9 Youth Self-Report Mean s.d. Mean s.d. Mean s.d. Mean s.d. Mean s.d. Mean s.d. Mean s.d. Internalising symptoms 5876 9.6 7.5 9.4 7.4 11.8 8.9 9.3 7.3 12.0 8.6 9.2 7.2 13.4 8.9 Externalising symptoms 5892 13.8 7.9 13.5 7.6 20.3 9.6 13.6 7.7 16.2 8.9 13.5 7.7 16.9 8.8
The models were consistent with the Cox proportional hazard assumption, and time dependence was not observed. In crude models, using cannabis once or more frequently in adolescence was associated with increased risk of subsequent depression and anxiety disorder during the follow-up period (see Table 2). After adjustment for YSR internalising symptoms in adolescence (model 1a), these associations attenuated but remained statistically significant. After adjustment for YSR externalising symptoms in adolescence (model 1b), the associations were statistically significant for cannabis use five or more times and anxiety disorders, and cannabis use once or two to four times and depression. The associations attenuated further after adjustments for daily smoking, frequent alcohol intoxications in the past year, illicit substance use other than cannabis, parental psychiatric disorder, and family structure. In fully adjusted models 3a and 3b, cannabis use five or more times in adolescence was associated with an increased risk of subsequent anxiety disorder (hazard ratio 2.01–2.20), and cannabis use once or two to four times was associated with an increased risk of subsequent depression (cannabis use once: hazard ratio 1.93–2.01; cannabis use two to four times: hazard ratio 2.02). For all of the results and confidence intervals, see Table 2. The survival curves for model 3b are presented for both depression and anxiety disorders in Figure 2.
No cannabis use Once 2–4 times ≥5 times Frequency of cannabis use Sample size Cases Cases Hazard ratio 95% CI Cases Hazard ratio 95% CI Cases Hazard ratio 95% CI Depression Crude 6323 500 38 2.66 1.91–3.70 21 2.51 1.62–3.88 12 2.56 1.45–4.54 Model 1a 5874 465 36 2.40 1.70–3.37 20 2.26 1.44–3.53 11 2.14 1.17–3.90 Model 2a 5646 452 36 2.06 1.43–2.95 20 1.88 1.18–3.01 11 1.42 0.71–2.84 Model 3a 5021 395 30 2.01 1.36–2.98 18 2.02 1.23–3.31 11 1.64 0.82–3.29 Model 1b 5890 468 36 2.11 1.49–2.98 20 2.02 1.29–3.18 11 1.73 0.94–3.18 Model 2b 5663 456 36 1.97 1.37–2.83 20 1.88 1.18–3.00 11 1.34 0.68–2.62 Model 3b 5038 397 30 1.93 1.30–2.87 18 2.02 1.24–3.31 11 1.58 0.80–3.11 Anxiety disorder Crude 6323 603 29 1.62 1.11–2.35 19 1.88 1.19–2.97 18 3.36 2.10–5.37 Model 1a 5874 561 28 1.56 1.06–2.28 18 1.77 1.11–2.84 16 2.98 1.81–4.91 Model 2a 5646 543 28 1.36 0.91–2.02 17 1.46 0.88–2.40 16 1.94 1.07–3.53 Model 3a 5021 465 22 1.31 0.84–2.04 15 1.63 0.95–2.78 15 2.20 1.18–4.08 Model 1b 5890 566 28 1.37 0.93–2.02 18 1.57 0.98–2.52 16 2.53 1.53–4.18 Model 2b 5663 548 28 1.27 0.85–1.90 17 1.40 0.85–2.31 16 1.81 1.02–3.23 Model 3b 5038 468 22 1.21 0.77–1.90 15 1.55 0.91–2.64 15 2.01 1.15–3.82
Using model 3a, cannabis use was associated with anxiety disorder and depression in a dose–response manner for anxiety disorder (hazard ratio 1.32, 95% CI 1.09–1.59) and depression (hazard ratio 1.39, 95% CI 1.14–1.67).
The results from primary analyses were stable with our sensitivity analysis (Supplementary Table 2), as the hazard ratios were generally similar in models with or without excluding those with the onset of any psychiatric disorder before 16 years of age. However, using cannabis two to four times remained weakly associated with anxiety disorders in the sample that was not restricted for prior psychiatric disorders (see Supplementary Table 2). Furthermore, our sensitivity analysis using E – values suggested the statistically significant findings were relatively robust to unmeasured confounding, as point estimates for E-values were 3.44–3.82 (model 3a) for these associations of adolescent cannabis use, depression and anxiety disorders (see Supplementary Table 3).
Discussion
Using a prospective birth cohort sample, we report modest associations of adolescent cannabis use and increased risk of future depression and anxiety disorder. There were statistically significant associations between adolescent cannabis use and depression and anxiety disorders after adjusting for baseline externalising and internalising symptoms. This suggests that cannabis use may increase the risk of depression and anxiety disorders independently of adolescent psychopathology. Moreover, these associations were independent of other substance use and familial factors. Furthermore, our trend analysis suggested a weak dose–response effect. However, the risk of depression associated with cannabis use increased inconsistently, suggesting a lack of power for this analysis.
The recent meta-analysis by Gobbi et al4 reported a modest association between cannabis use and depression (odds ratio 1.37; two out of seven studies reported a statistically significant association) and a non-significant association for anxiety disorders (odds ratio 1.18; zero out of three studies reported a statistically significant association). In contrast to the meta-analysis by Gobbi et al,4 we report an association between frequent cannabis use and subsequent anxiety disorders by using prospective birth cohort linked national register data. Possible reasons for these findings being inconsistent with previous studies include smaller sample sizes in studies included in the meta-analysis (n = 1234–1943 v. n = 5038 here), differing follow-up times and different study designs.18–20 The examination of adolescent cannabis use and depression produced statistically significant findings, as did the meta-analysis by Gobbi et al.4 However, our results were influenced by infrequent reporting of cannabis use five or more times introducing power issues. Considering previous meta-analyses have reported dose-dependent associations between cannabis use and depression in the general population,3,10 the risk for depression should plausibly increase with the quantity and/or frequency of cannabis use.
Adolescent-onset substance use might occur as self-medication for underlying psychiatric disorder.5,13 The studies that were included in meta-analysis by Gobbi et al4 all controlled for baseline symptoms, thus providing data on temporality of the association between cannabis use, depression and anxiety disorders. In this study, we adjusted for YSR externalising and internalising symptoms, to reflect baseline psychopathology. In general, adjusting for externalising symptoms attenuated the hazard ratio more than internalising symptoms, which is plausible as substance use is generally more influenced by externalising behaviours.14,34 However, the association of adolescent cannabis use, depression and anxiety disorders remained statistically significant after adjusting for YSR scores in our analysis. This suggests a temporal association between adolescent cannabis use, depression and anxiety disorders, and reverse causation does not entirely explain these findings. This is further supported by the fact that we excluded participants who were diagnosed with psychiatric disorders at baseline.
Previous literature suggests that family structure and parental psychiatric disorder may influence offspring mental health and substance use involvement via genetic and environmental factors.16 In addition, adolescent cannabis use has been associated with increased risk of other substance use,17 which could increase the risk of depression or anxiety disorders.14 Thus, these could confound the postulated associations of cannabis use and psychiatric disorders. However, after further adjusting for substance use other than cannabis, family structure and parental psychiatric disorder, cannabis use remained statistically significantly associated with future anxiety disorder and depression. This suggests that adolescent cannabis use may be an independent contributing factor in the trajectory of these disorders. However, the findings concerning depression were not consistent with a dose–response relationship, and we emphasise the need for studies in other samples.
There are several strengths to this study, including the sample size, minimal loss to death or emigration, and high genetic and ethnic homogeneity allowing for robust examination of the associations between variables of interest (cannabis use, anxiety, depression) and potential confounding factors.
However, there are also several limitations. Males and individuals from urban areas were less likely to participate in the follow-up study in 2001–2002. This could have introduced selection bias. Data on lifetime cannabis use at 15–16 years of age were collected by self-report, potentially resulting in underreporting. There were few participants that reported using cannabis five or more times, which introduced power issues. Furthermore, information concerning use of cannabis and other substances was available for only one time point. Thus, we did not have data on whether cannabis use of the participants continued. Furthermore, the categorisation of our cannabis use variable (never, once, two to four times, five or more times) does not reflect the important aspects of regular/daily use. This is likely to lead to underestimation of the association between cannabis use, depression and anxiety disorders. Also, we were unable to specify what kind of cannabis products the participants had used, including the tetrahydrocannabinol potency, which has markedly increased in past years.35 Although register diagnoses for cannabis use disorder were available, we could not reliably incorporate this data to our analysis because of the low cumulative incidence of this outcome (0.32%). The YSR data reflects the participants’ situation at 15–16 years of age, and thus it is possible that there were adolescents who experienced depressive and anxiety symptoms earlier than when these data were collected, before the onset of substance use, which may have led to reverse causality. Finally, although E-values suggested that the results were moderately robust to unmeasured confounding, we were not able to consider the influences of genetics and childhood adversity.
In conclusion, cannabis use during adolescence was associated with a modest increase in risk of subsequent depression and anxiety disorders. More prospective studies with large sample sizes, multiple time points of substance use assessment, and adequate assessment for potential confounders (e.g. childhood trauma) and moderators (e.g. ongoing cannabis use) are needed to address the life-course association between cannabis use and anxiety disorders and depression.
Acknowledgements
We thank all cohort members and researchers who have participated in the study, and Jari Koskela for statistical support. We also acknowledge the work of the Northern Finland Birth Cohort 1986 project centre.
Supplementary material
Data availability
Northern Finland Birth Cohort 1986 data is available from the University of Oulu, Infrastructure for Population Studies. Permission to use the data can be applied for research purposes via electronic material request portal. In the use of data, we follow the European Union General Data Protection Regulation (679/2016) and Finnish Data Protection Act. The use of personal data is based on cohort participant's written informed consent at their latest follow-up study, which may cause limitations to its use. Please contact the Northern Finland Birth Cohort 1986 project centre (NFBCprojectcenter@oulu.fi) and visit the cohort website (www.oulu.fi/nfbc) for more information.
Funding
The Northern Finland Birth Cohort 1986 study is funded by EU QLG1-CT-2000-01643 (EUROBLCS) grant number E51560; NorFA grant numbers 731, 20056 and 30167; and NIH 2000 G DF682 grant number 50945. For this study, A.M. received funding from Emil Aaltonen Foundation, and S.N. received funding from the Juho Vainio Foundation and Sohlberg Foundation. A.D. received funding from the Juho Vainio foundation. J.G.S. is supported by a National Health and Medical Research Council Practitioner Fellowship (number APP1105807). The funders did not have role in the design or conduct of the study, interpretation of the data, final approval of the manuscript or decision to submit this manuscript for publication.
Declaration of interest
S.N. has received speaker fees from Shire-Takeda and travel fees from Shire-Takeda and Sunovion. A.M., J.M., A-E.A., A.D., J.G.S. and E.H. report no potential conflicts of interest.