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Hot colour bar represents regions showing a positive correlation between these two variables, while cold colour bar represents the negative correlation. Regions highlighted by the blue circles are the ones plotted in panel B. Percent of signal change of BOLD response was averaged across all the voxels belonging to the cluster. Our study showed that smoking cannabis significantly decreases psychomotor skills and globally alters the activity of the main brain networks involved in cognition even at low concentrations of THC in the blood.

The CTT detects any impairment present, regardless of its cause, whether from fatigue, alcohol, or cannabis intake. Consequently and in agreement with the guidelines issued by Walsh and coworkers [40] , the CTT was used in this controlled study as a reference tracking test. In contrast to the fMRI task which was characterized by a fixed-length of time, and was therefore fully compatible with the block-design of the fMRI experiment, the duration of the CTT depends on the performance of the tested subject.

This impairment in CTT performance was obvious despite a training effect that tended to conceal its actual full magnitude.

Ramaekers et al [5] found that the decrease in CTT performance only occurred in occasional cannabis users and that this detrimental effect extended up to 3—4 hours following cannabis smoking. Consistent with our hypothesis and the validated CTT results, we found that THC exposure significantly decreases task performance as revealed by the psychomotor measurements taken during the active condition of the fMRI.

The time period chosen to perform the fMRI task 45 minutes after smoking is in accordance with the time window of significant impairment after a single dose of THC in occasional cannabis users [4].

The effects of cannabis on brain functions and behaviour extend widely beyond the distribution phase of THC. Performance tests conducted at regular intervals after smoking [5] demonstrated that a single dose of THC impairs tracking performance, divided attention, and inhibitory control in occasional cannabis users. Impairments were maximal during the first hour after smoking and then gradually declined. The analysis of the active tracking task during the control session first revealed circuits involved in ocular pursuit, preparation of action, movement, localization, and pointing at a target.

We confirmed previous results concerning the existence of polymodal parietal, frontal, and subcortical areas that support cognitive control for selecting, switching among, and attending to salient events in the environment.

Such complex activations have already been described in active visuomotor pursuit [42]. Moreover, increased externally driven demand has been associated with increased parietal, pre-motor, and cingular activation [43] and coactivation of the striatum [44].

Recent research suggests that the human brain is organized in different, dissociable intrinsic connectivity networks ICNs corresponding to distinct cognitive functions such as vision, audition, sensory-motor, language, episodic memory, executive function, and salience detection [45] , [46] , [47]. The existence of these independent networks has been revealed in task-free resting state condition [47] as well as during task performance [48].

Changes in BOLD responses are integral to understanding how the activity of three such ICNs — salience, executive-control, and default mode — is altered by cannabis. Compared to the areas activated during the tracking task in the control condition, cannabis inhalation induced a relative decrease in activation in the anterior insula, the dorsomedial thalamus, the striatum, the right dorsolateral prefrontal cortex DLPFC , the right superior parietal lobule RSPL , and the cerebellum.

An intuitive explanation would be that this activation decrease is due to an acute impairment of systems important for such a task, i. This could be supported by the fact that reward pathways, including the dorsal thalamus, insula, and anterior cingulate, are triggered by cannabis cues in addicted people, and this system is certainly modulated by the level of CNB intake [49].

In addicted people, the hypoactivity of the striatum and insula is often associated with hypoactivity of the ACC. This pattern of alteration has been associated with a motivational system where the role of dopamine guides its activity [50].

However, in our study, this relative hypo-activity of the striatum and insula is associated with ACC hyperactivity, and participants are occasional smokers and do not present traits and behaviours peculiar to addiction, as do participants in other cannabis studies. The relative decrease in activation in the anterior insula, dorsomedial thalamus, and striatum is suggestive of a general de-activation of the network implicated in saliency detection.

The Salience Network SN is a system that detects pertinent environmental changes regardless of the stimulus modality in order to guide behaviour. Specific paradigms developed to induce pertinent analysis and motivational salience have been associated with consistent activation of a cortico-subcortical network which includes not only striato-frontal projections, but also the ventral tegmental area VTA extending to the bilateral MD thalamus, superior temporal gyrus, posterior insula, and cerebellum [51].

Once the saliencies are identified, the Central Executive Network [45] starts to operate, directing attention to pertinent stimuli. We observed a relative decrease of activation in the right parietal lobule and in the DLPFC that are part of this network [45].

We have shown that both of these networks SN and CEN are altered after cannabis smoking; we observed these alterations when participants were performing a demanding visuo-motor task. When looking more closely at the functional role of the discrete regions composing the two networks, the anterior insula AI represents a key node involved in switching between brain networks [52].

It has also been shown that the AI has a role in error processing complementary to the ACC since the ACC cannot always differentiate between erroneous and correct response trials [53] , [54] , [55]. Furthermore, evidence exists that AI plays a crucial role in conscious awareness of errors [17] , [56]. The cluster located in the RSPL showed a decrease in BOLD response after cannabis smoking compared to placebo and, additionally, a strong correlation with the feeling of confusion figure 7 , panel B.

It has been demonstrated that the parietal cortex represents the locus of the neural representation of spatial attention [57] , [58]. Furthermore, evidence exists about the involvement of the right parietal cortex in visual search when a manual motor response to a stimulus is required [59].

A recent study also showed greater functional connectivity between prefrontal and occipito-parietal cortex in regular cannabis users as cognitive control demands increased directing and switching attention, [60]. We explain our BOLD response decrease within the executive network by the lack of recruitment of attention resources. Anatomically, these regions are heavily interconnected with limbic structures and receive a wide range of sensory information from the body and the external environment [61] , [62].

It has been shown that a greater activity of the rostral ACC can predict performance errors [63] and that activity with errors during online motor control can reflect a failure in performance optimization [64]. In fact, the vmPFC is among the brain regions with the highest metabolic rate at rest [66] and as early as this was attributed to spontaneous self-generated mental activity [67].

Our data might then suggest that cannabis intake favours attention to self-relevant incoming information instead of allocating resources to task-oriented cognitive processing. Though further investigation is necessary to fully characterize the psychological and physiological significance of the DMN, it is generally accepted that it represents the baseline activity of spontaneous mental operations that are suspended during goal-oriented behaviour [66] , [68]. DMN usually shows a decrease of activity during task performance, and our results show that cannabis seems to impaires DMN inhibition compared to Placebo Doc S3.

Alteration of the functional organization of the DMN in drug addiction has been demonstrated using Resting State fMRI, suggesting diminished cognitive control related to attention and self-monitoring [69] , [70].

Greater relative activation i. The alteration of time perception, the decrease in the level of attention, and the increase of the subjective feeling of confusion that we observed are in accordance with the hypothesis that subjects are more easily distracted by introspection, with the result of an insufficient allocation of attention resources to task performance. In this context, the greater activation in clusters located in the pre-SMA and SMA after cannabis smoking must be explained by a compensatory behaviour.

These compensatory behaviours require increased motor planning demands and motor regulations, voluntary processes in which the pre-SMA and the SMA play a role [72]. Furthermore, in our study the increase in activation in pre-SMA and SMA is associated with a bilateral decrease of the anterior part of the cerebellum, a region well known to be associated with automatic motor control [73].

After cannabis smoking, subjects need to recruit the SMA more to compensate for the decrease in activation in the cerebellum. Among all the questions posed to volunteers, two seemed to best describe the intensity of the effects felt after smoking.

The first question concerned the degree of intoxication whereas the second was related to the feeling of confusion. Furthermore, we found a linear correlation of the feeling of confusion with the BOLD response and the behavioural scores. This has also been demonstrated in chronic users [75]. On the other hand, we failed to find any correlation between the subjective rating of drug effect and the THC levels measured at two time points right after smoking and levels interpolated during the fMRI exam.

A similar observation was made by Toennes [76] , and animal studies have shown no correlation of THC levels measured in blood to those measured in the brain [77]. Our decision to use high-grade joints relies on the smoking habits of the cannabis users in Switzerland and on the THC concentrations determined in cannabis samples seized by the police.

Although the amount of THC that could be inhaled was high, it did not result in blood levels above the usual range of concentrations found in literature. In contrast to serum and plasma, elimination time-profiles of cannabinoids have rarely been determined in whole blood [78]. The highest blood concentrations determined in this experiment median concentration: Other parameters certainly had more influence on blood levels of THC than did the inhaled dose and the concentration of THC in the joints.

Furthermore, the burning efficiency and vaporization yield of THC contained in pure cannabis joints used in this experiment is lower than that of cannabis joints cut with tobacco [83]. The main strength of our study relies in the conception of the whole experimental protocol.

The timing for biological sampling and psychomotor tests were carefully studied in order to construct reliable kinetic profiles of the major cannabinoids and to put subjects in the most realistic experimental conditions. The time-window chosen for the fMRI experiment is of paramount importance.

Since the peak level of THC largely varies across subjects, we decided to perform the fMRI after the rapid distribution phase of THC when cannabinoids concentrations vary less among subjects and decrease slowly 45 minutes after the beginning of the inhalation procedure.

Alteration of brain perfusion due to cannabis has been demonstrated in the literature [20] , [22]. We included the passive viewing phase in the design of our fMRI paradigm in order to exclude possible vascular effects due to cannabis intake that are not related to the task. The differential maps Active-Passive allowed us to assess brain changes that are only related to the effect of cannabis on the task. The present study, which was not designed to assess the effects of different doses of THC or the effects on task performances along the whole time-curve of cannabinoids, failed to indicate a statistically significant linear correlation between THC concentrations at peak level and during the fMRI experiment and effects on task performances and BOLD signal.

A completely different experimental design, including different doses of cannabis and repeated assessments of psychomotor skills along the kinetics of THC, would have needed to have been set up to solve this issue.

Also, the visuo-motor pursuit tracking test is not an ecological driving task and this can be a limitation of this study. However, it is a validated task and the correlation with the CTT performances allows our interpretations to be applied to traffic situations. A limitation of our study is the lack of time-dependent fMRI analysis that can take into account variations in onset time and durations of brain activation between different brain areas or fluctuations of BOLD signal within the blocks.

Alternative data-driven methods, with minimal specification of a priori constraints, could address this question [84] , [85]. Moreover, our approach cannot determine the causal interaction between brain activity and behavioural performance, or the influence of cannabis on their relationship. This point could be addressed only with further investigations, multimodal approaches, or the technique used by Wen and colleagues [86]. In conclusion, we have shown that in occasional smokers cannabis globally altered the activity of the main brain networks involved in cognition despite the low THC concentrations.

Effects on BOLD response were associated with the subjective evaluation of the state of confusion. By contrast, we failed to find any quantitative correlation between the THC levels measured in whole blood and either the BOLD signal or the psychomotor performance. Methods: supplementary material: Cannabis material, Joint preparation and inhalation procedure, Questionnaires.

Results: supplementary material : Excluded subjects, Results of the cannabis puffing procedure. We thank Prof. Patrice Mangin, Dr. Christian Staub, Dr. Dasha Polzik University of Chicago for her assistance in preparing the manuscript. Browse Subject Areas? Click through the PLOS taxonomy to find articles in your field. Includes shared receptionist, copier, fax, DSL, conference room, free parking, kitchen and gym.

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Rent includes reception, conference room, kitchen, parking. Contact Debbe at Call Peter Mozena or Becky Young at Design considerations for supervised consumption facilities SCFs : preferences for facilities where people can inject and smoke drugs. Crack pipe distribution and cessation of crack cocaine smoking among people who use illicit drugs in Vancouver, Canada: a longitudinal analysis.

Baltimore, Maryland: Harm Reduction Coalition; More free syringes, fewer drug injectors in the case of Spain. Efficacy of psychostimulant drugs for amphetamine abuse or dependence. Cochrane Database Syst Rev. Disulfiram for the treatment of cocaine dependence. Dopamine agonists for the treatment of cocaine dependence. Antidepressants for cocaine dependence and problematic cocaine use. Antipsychotic drugs in cocaine dependence: a systematic review and meta-analysis.

J Subst Abuse Treat. Download references. This study was supported by the U. Evan Wood. M-J Milloy is supported in part by the U. The funding bodies had no role in the study design, data collection, analysis, interpretation, or manuscript writing. The data used for this study is not publicly available.

For further information on the data and materials used in this study, please contact the corresponding author. HD conducted the statistical analyses. PV developed the first draft and incorporated suggestions from all co-authors. All authors made significant contributions to the conception of the analyses, interpretation of the data, and drafting of the manuscript.

All authors read and approved the final manuscript. All participants provided written informed consent for study participation. The Principal Investigators of the cohorts Drs.

Kerr and Milloy granted permission to use the data for the present study, which was part of the larger cohort study activities that receive annual ethics approval by the aforementioned Research Ethics Boards.

You can also search for this author in PubMed Google Scholar. Correspondence to Kanna Hayashi. Reprints and Permissions. Voon, P. Risky and rushed public crack cocaine smoking: the potential for supervised inhalation facilities. BMC Public Health 16, Download citation. Received : 08 January Accepted : 19 May Published : 07 June Anyone you share the following link with will be able to read this content:.

Sorry, a shareable link is not currently available for this article. Provided by the Springer Nature SharedIt content-sharing initiative. Skip to main content. Search all BMC articles Search. Download PDF. Abstract Background Despite the multitude of public health and community harms associated with crack cocaine use, little is known about factors associated with smoking crack in public and related risks such as rushed public crack smoking.

Methods Data were derived from two prospective cohort studies of people who use illicit drugs in Vancouver, Canada between and Results In total, participants who had smoked crack in the prior six months were eligible for the analysis, of which Conclusions A high prevalence of public crack smoking and rushed public crack smoking was observed in this setting.

Results Of the participants eligible for the present analysis, Conclusions In summary, a high prevalence of public crack smoking and rushed public crack smoking was observed in this study. References 1.

Google Scholar 2. Article PubMed Google Scholar 3. Google Scholar 5. Article PubMed Google Scholar 7. Article PubMed Google Scholar Google Scholar Interestingly, this effect of acetaldehyde was only observed in behaviorally tested but not in minimally stressed animals.

This is consistent with previous findings, which show that environment can modulate psychostimulant-induced c-fos expression Badiani and Robinson, The environmental dependence of the observed drug interaction suggests that this effect of acetaldehyde may be associated with stress-induced plasticity. In the PVTh of both minimally stressed and behaviorally tested juveniles, both nicotine and acetaldehyde induced c-fos expression in a non-additive manner.

PVTh, which is not protected by the BBB Ueno et al, , was the only region in which acetaldehyde alone was observed to alter gene expression. Thus, acetaldehyde may induce some central effects by actions on brain areas, which are unprotected by the BBB and are directly accessible to the peripheral circulation. Although we previously reported nicotine activation of adolescent PVN Park et al, , this was in older animals by a different route of drug administration.

As discussed below, differential drug activation of the PVN and PVTh may underlie observed age differences in corticosterone secretion. There is substantial evidence of reciprocal interactions between nicotine and the HPA system Caggiula et al, ; Matta et al, Nicotine stimulates HPA activity, and the resulting corticosteroid secretion strongly influences nicotine's physiological and behavioral effects. We have shown that intravenously administered nicotine induces increased plasma corticosterone secretion only in adults.

This finding is not dependent on ambient stress levels, as the same age difference was observed in minimally stressed animals in which basal corticosterone levels were reduced.

This decreased HPA response to nicotine in juveniles is unlikely due to a ceiling effect, as nicotine at very high doses increases ACTH release to a similar degree in juveniles and adults Matta et al, Furthermore, corticosterone release in response to other stressors reaches adult levels by adolescence Goldman et al, ; Vazquez and Akil, ; Choi and Kellogg, In parallel to corticosterone secretion, nicotine significantly induced c-fos mRNA expression in adult PVN, but not in juveniles, which indicates that age differences in HPA response to nicotine likely have a central mechanism.

The continuing development of this neuronal circuitry in adolescence may be involved in the observed age differences in HPA response to nicotine. This is consistent with the suggestion that the adrenergic projections to the PVN continue to mature in adolescence Choi and Kellogg, Acetaldehyde potentiated nicotine activation of PVN c-fos expression and corticosterone secretion in adults, but not in juveniles.

Furthermore, this effect of acetaldehyde on HPA activity was only observed in the behaviorally tested animals. As nicotine-induced corticosterone secretion was lower in behaviorally tested animals than in those that were minimally stressed, our findings tend to support those of a recent study, which reported that HPA response to nicotine is decreased by previous stress Gadek-Michalska and Bugajski, Our data also suggest that acetaldehyde may reverse this habituation of the HPA axis to stress.

PVTh, the only brain area showing acetaldehyde-induced c-fos mRNA expression in the present study, plays an important role in the habituation of the HPA axis to stress Bhatnagar et al, ; Jaferi and Bhatnagar, Although acetaldehyde-induced c-fos mRNA expression in the PVTh was only observed in juveniles, the present study did show this nucleus to be a target of acetaldehyde.

Given that c-fos has limitations as a marker of neuronal activation Hoffman and Lyon, , future studies may make use of other markers to evaluate acetaldehyde's effects on this brain area. In conclusion, we have shown that juveniles have unique behavioral and endocrine responses to acute administration of nicotine as compared with adults.

Acetaldehyde influences many but not all of these responses to nicotine. Interactions of nicotine and acetaldehyde were observed not only in juveniles, but also in adults. Although age differences exist in the rate of nicotine penetration into the brain, this was not influenced by acetaldehyde.

Rather, the effects of acetaldehyde are complex and are dependent on the environment. These findings add to a growing literature that emphasizes the critical role of environmental factors in influencing the actions of nicotine and other psychostimulant drugs Caggiula et al, ; Badiani and Robinson, ; Park et al, in press. Although the mechanisms underlying the interaction of nicotine and acetaldehyde are still not clearly understood, our data suggest that acetaldehyde may influence habituation to stress, possibly via effects on the PVTh, which is not protected by the BBB.

As we have studied only initial response to drug, further studies will be required to evaluate interactions between these tobacco constituents after chronic exposure. These findings have indicated that adolescence is a unique period in response to psychostimulants. This study also demonstrates that other constituents in tobacco and tobacco smoke may also contribute to the effects of nicotine and may, consequently, affect smoking behaviors.

Clarification of the roles of tobacco components other than nicotine should aid in developing more effective smoking cessation therapies. Peculiar vulnerability to nicotine oral self-administration in mice during early adolescence. Neuropsychopharmacology 27 : — Badiani A, Robinson TE Drug-induced neurobehavioral plasticity: the role of environmental context.

Behav Pharmacol 15 : — Age-dependent effects of nicotine on locomotor activity and conditioned place preference in rats. Psychopharmacology Berlin : — Acetaldehyde enhances acquisition of nicotine self-administration in adolescent rats. Neuropsychopharmacology 30 : — Pharmacokinetics, metabolism, and pharmacodynamics of nicotine. Oxford University Press: Oxford. Google Scholar. Lesions of the posterior paraventricular thalamus block habituation of hypothalamic-pituitary-adrenal responses to repeated restraint.

J Neuroendocrinol 14 : — Neurochemical mechanisms of the defensive behavior in the dorsal midbrain. Neurosci Biobehav Rev 23 : — Breslau N, Peterson EL Smoking cessation in young adults: age at initiation of cigarette smoking and other suspected influences. Am J Public Health 86 : — Developmental expression of alpha 7 neuronal nicotinic receptor messenger RNA in rat sensory cortex and thalamus.

Neuroscience 67 : 83— The role of corticosteroids in nicotine's physiological and behavioral effects. Psychoneuroendocrinology 23 : — Cao J. Age and sex differences in behavioral and endocrine responses to nicotine in preparation. Tobacco use among middle and high school students—United States, Acquisition of nicotine self-administration in adolescent rats given prolonged access to the drug.

Chen J, Millar WJ Age of smoking initiation: implications for quitting. Health Rep 9 : 39—46 English ; 39—48 French. Choi S, Kellogg CK Adolescent development influences functional responsiveness of noradrenergic projections to the hypothalamus in male rats. Brain Res Dev Brain Res 94 : — Sex difference in resting pituitary-adrenal function in the rat. Am J Physiol : — Gadek-Michalska A, Bugajski J Nitric oxide mediates the interleukin-1beta- and nicotine-induced hypothalamic-pituitary-adrenocortical response during social stress.

J Physiol Pharmacol 56 : — Postweaning development of negative feedback in the pituitary-adrenal system of the rat. Neuroendocrinology 12 : — The influence of genotype and sex on behavioral sensitivity to nicotine in mice.

Psychopharmacology Berlin 71 : 45— Central mechanisms of stress integration: hierarchical circuitry controlling hypothalamo-pituitary-adrenocortical responsiveness. Front Neuroendocrinol 24 : — Hoffman GE, Lyon D Hoffmann D, Hoffmann I The changing cigarette: chemical studies and bioassays. In: Shopland DR ed.

Improved gas chromatographic method for the determination of nicotine and cotinine in biologic fluids. J Chromatogr : 61—



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