Acute effects of methylphenidate, modafinil and MDMA on negative emotion processing
This double-blind, placebo-controlled study (n=22) only used MDMA as a control condition and found that modafinil, although often used as a cognitive enhancer, may show some adverse effects regarding emotion processing.
Authors
- Yasmin Schmid
- Stefan Borgwardt
- Felix Müller
Published
Abstract
Background: Stimulants such as methylphenidate and modafinil are frequently used as cognitive enhancers in healthy people, whereas 3,4-methylenedioxymethamphetamine (ecstasy) is proposed to enhance mood and empathy in healthy subjects. However, comparative data on the effects of methylphenidate and modafinil on negative emotions in healthy subjects have been partially missing. The aim of this study was to compare the acute effects of methylphenidate and modafinil on the neural correlates of fearful face processing using 3,4-methylenedioxymethamphetamine as a positive control.Methods: Using a double-blind, within-subject, placebo-controlled, cross-over design, 60 mg methylphenidate, 600 mg modafinil, and 125 mg 3,4-methylenedioxymethamphetamine were administrated to 22 healthy subjects while performing an event-related fMRI task to assess brain activation in response to fearful faces. Negative mood states were assessed with the State-Trait Anxiety Inventory and subjective ratings.Results: Relative to placebo, modafinil, but not methylphenidate or 3,4-methylenedioxymethamphetamine, increased brain activation within a limbic-cortical-striatal-pallidal-thalamic circuit during fearful face processing. Modafinil but not methylphenidate also increased amygdala responses to fearful faces compared with 3,4-methylenedioxymethamphetamine. Furthermore, activation in the middle and inferior frontal gyrus in response to fearful faces correlated positively with subjective feelings of fearfulness and depressiveness after modafinil administration.Conclusions: Despite the cognitive enhancement effects of 600 mg modafinil in healthy people, potential adverse effects on emotion processing should be considered.
Research Summary of 'Acute effects of methylphenidate, modafinil and MDMA on negative emotion processing'
Introduction
Methylphenidate (MPH) and modafinil are stimulants prescribed for attention-deficit hyperactivity disorder and narcolepsy, respectively, but are also used as cognitive enhancers by healthy people. The authors note that while their cognitive effects have been investigated, less is known about how these drugs modulate negative emotion processing, an important consideration because alterations in processing of negative facial expressions—particularly fearful faces—have been linked to anxiety and mood disorders and are mediated by regions such as the amygdala. Schmidt and colleagues therefore set out to compare the acute effects of a single dose of MPH (60 mg) and modafinil (600 mg) on neural responses to fearful faces in healthy volunteers, using 125 mg MDMA as a positive control because of its established mood-enhancing and prosocial effects. The primary hypothesis was that MPH and modafinil would increase amygdala responses to fearful faces relative to MDMA and placebo, and that such neural effects would relate to changes in negative mood states (state-anxiety, fearfulness, depressiveness). This within-subject, placebo-controlled, crossover fMRI study aimed to detect potential adverse effects on emotion processing despite the drugs' cognitive-enhancing properties.
Methods
The study used a double-blind, placebo-controlled, randomised crossover design with four sessions per participant: 125 mg MDMA, 60 mg methylphenidate, 600 mg modafinil, and placebo. Sessions were counterbalanced with washout periods of at least 7 days. Twenty-four healthy volunteers (12 men, 12 women; mean age 22.6 ± 3.0 years, range 19–29) were recruited; inclusion criteria included age 18–45 and body mass index 18–27 kg/m2. Exclusion criteria included personal or first-degree family history of psychiatric disorder, significant physical illness, heavy tobacco use (>10 cigarettes/day), or extensive lifetime illicit drug use (>5 times), with occasional cannabis allowed. Female participants used oral contraceptives and were tested during the follicular phase by self-report. All participants provided informed consent and the study was approved by relevant ethics and regulatory bodies. Drugs were administered orally at 9:45 am and fMRI scanning occurred between 11:15 am and 12:15 pm to capture peak drug effects; each session lasted about 7 hours. Negative emotional states were assessed with the State-Trait Anxiety Inventory (STAI) and the Adjective Mood Rating Scale at 75 and 150 minutes posttreatment, and these two posttreatment measures were averaged for analysis. Facial emotion recognition was measured with a Facial Emotion Recognition Task (FERT) at 150 minutes postdose; the FERT used morphed faces expressing happiness, sadness, anger, or fear (0–100% in 10% steps), and the main outcome was accuracy for fearful relative to neutral faces. The fMRI task assessed implicit processing of fearful faces in a 6-minute event-related design: participants viewed ten identities showing 50% or 100% fear or neutral expressions, producing 60 trials, and performed a gender decision to maintain attention. Imaging was acquired on a 3-T scanner (TR 2.5 s, TE 28 ms, 3 x 3 x 3 mm resolution) and preprocessed in SPM8. Volumes with gross artefacts were inspected; six corrupted volumes (all after MDMA) were replaced by interpolation and participants with >10% corrupted volumes were excluded (n = 2), yielding a final sample of 22 for imaging analyses. First-level contrasts contrasted 50% and 100% fearful faces against neutral, with the primary focus on the 100% fearful versus neutral contrast. Second-level analyses used a within-subject ANOVA with drug order as a covariate of no interest. Whole-brain inference used cluster-level family-wise error (FWE) correction at P < .05 with an initial voxel-forming threshold of P < .001. The amygdala was a priori defined as a region of interest using coordinates from a prior meta-analysis and analysed with small-volume correction (8-mm spheres) at voxel-level P < .05 FWE. Behavioural measures (negative mood and FERT) were analysed with repeated-measures ANOVA and Bonferroni posthoc tests where appropriate. The relationship between drug-induced neural activation and negative emotion measures was tested by including fearfulness, depressiveness, and state-anxiety as covariates in second-level models.
Results
Two participants were excluded from imaging analyses for excessive corrupted volumes, leaving 22 subjects in the final sample. On negative emotional state measures, there was a trend-level main effect of treatment for state-anxiety (F = 2.592, P = .083), with a trend for higher state-anxiety after MPH than after MDMA (P = .073). No significant treatment effects were found for self-reported fearfulness (F = 1.259, P = .317) or depressiveness (F = 1.129, P = .362). On the FERT, there was a significant main effect of treatment for recognition accuracy of fearful relative to neutral faces (F = 3.679, P = .030). Posthoc testing showed that recognition of fearful faces was significantly better after modafinil than after MDMA (P = .039). The authors report no significant relationship between recognition performance and negative emotional states following modafinil. Averaged across treatments, fearful versus neutral faces activated a distributed network including the amygdala, fusiform gyrus, anterior cingulate and orbitofrontal cortices, calcarine sulcus, dorsal striatum, insula, and inferior frontal gyrus (all cluster-level FWE-corrected). Treatment effects during fearful face processing differed across conditions in the left amygdala (small-volume peak-level FWE-corrected), right amygdala, right putamen, left pallidum, and thalamus (cluster-level FWE-corrected). Specifically, modafinil increased activation relative to placebo in the bilateral amygdala (small-volume FWE-corrected), anterior cingulate cortex, right putamen, pallidum and supplementary motor area, and left pallidum, caudate and thalamus (cluster-level FWE-corrected). Modafinil also produced greater activation than MDMA in the right amygdala (small-volume FWE-corrected). Given the modafinil-related activation increases, the investigators tested brain–behaviour relationships: after modafinil intake, activation in the right middle and inferior frontal gyrus correlated positively with self-reported fearfulness, and bilateral middle and inferior frontal gyrus activation correlated positively with reported depressiveness. No significant relationships were found between state-anxiety and brain activation following modafinil administration.
Discussion
Schmidt and colleagues interpret their findings as showing that a single relatively high dose of modafinil (600 mg) increases neural activation to fearful faces within a limbic–cortical–striatal–pallidal–thalamic circuit, including the amygdala, compared with placebo. They also highlight that modafinil increased amygdala activation compared with MDMA, and that frontal activation in response to fearful faces under modafinil correlated with subjective fearfulness and depressiveness. The authors place these results against prior literature: some studies have reported increased regional blood flow in arousal- and emotion-related regions after modafinil, whereas other work—using different doses or repeated administration—has reported diminished amygdala responses. They suggest dose and dosing schedule may account for these discrepancies. Although 600 mg modafinil did not significantly increase state-anxiety in their sample, the same dose produced notable somatic adverse effects (insomnia, headache, lack of appetite) in participants and previous studies report dose-related increases in adverse events; the investigators therefore propose that sympathomimetic or somatic anxiety symptoms could drive the observed increases in fear-associated brain activation. Mechanistically, the authors speculate that modafinil’s effects may involve reductions in GABAergic neurotransmission—modafinil is a weak dopamine and noradrenaline transporter inhibitor but also affects GABA, glutamate and orexin systems—and that reduced GABA tone could disinhibit limbic structures such as the amygdala. By contrast, 60 mg methylphenidate did not change neural responses to fearful faces relative to placebo, which the authors take to suggest that modulation of dopamine and noradrenaline alone (as with MPH) may be insufficient to alter amygdala responsivity in this paradigm. Concerning MDMA (125 mg), the study did not find reduced amygdala responses to fearful faces versus placebo, consistent with some prior reports showing MDMA attenuates responses to angry but not fearful expressions; however, MDMA produced lower recognition accuracy for fearful faces compared with modafinil and promoted prosocial subjective effects in earlier analyses of the same sample. The authors acknowledge several limitations: including multiple drug conditions may have reduced power to detect treatment effects on negative mood; mood assessment could be improved by using standardised instruments such as the Positive and Negative Affect Schedule or Profile of Mood States; the design precluded exploration of dose–response relationships because only single, relatively high doses were tested; reliance on self-report to index menstrual cycle phase is imperfect; and drug-induced changes in neurovascular coupling could confound fMRI measures. They conclude that although 600 mg modafinil can enhance cognitive performance in healthy people, its acute administration at this dose increased neural activation in regions implicated in fear processing and some of these effects related to negative mood measures, so potential adverse effects on emotion processing merit consideration.
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RESULTS
Treatment differences in negative emotional states and FERT performance were examined using a repeated-measures ANOVA with treatment as within-subject factor. Where the ANOVA null hypothesis of equal means was rejected, we used posthoc tests (Bonferroni).
CONCLUSION
This study provides 3 major results: firstly, modafinil increases brain activation in response to fearful faces within the limbiccortical-striatal-pallidal-thalamic circuit relative to placebo. Secondly, modafinil also increases amygdala responses to fearful faces compared with MDMA. Finally, fear-induced activation in the middle and inferior frontal gyrus correlated positively with subjectively experienced feelings of fearfulness and depressiveness after modafinil administration. We found that relative to placebo, modafinil increased activation in the limbic-cortical-striatal-pallidal-thalamic circuitry including the amygdala during fearful face processing, the core of the neural system that has been implicated in negative emotional states and mood disorders. A previous study showed that 400 mg modafinil also increased regional cerebral blood flow in arousal-and emotion-related brain regions such as the orbitofrontal, superior frontal, middle frontal gyri, short insular gyri, left cingulate gyrus, left middle/inferior temporal gyri, left parahippocampal gyrus, and left pons. However, our finding partially contrasts with a previous study showing that repeated administration of 100 mg modafinil for 1 week diminished amygdala activation in response to fearful faces. This discrepancy may reflect the influence of different doses and dosing schedules used across studies. Although we did not find that 600 mg modafinil increased state-anxiety or other negative mood states, significant adverse effects (mostly insomnia, headache, and lack of appetite) that lasted up to 24 hour were observed. This is in line with a previous study showing a progressive increase of adverse effects such as insomnia, anxiety, and palpitations after 200, 400, 600, and 800 mg modafinil administration in healthy subjects. Such physical symptoms of anxiety have also been reported after 100 mg modafinil intake in healthy people, and another study showed that 400 mg modafinil increased tension-anxiety in narcoleptic patients. Thus, we can speculate that the increase in activation of fear-associated brain regions after 600 mg modafinil might be driven by significant sympathomimetic and adverse effects as previously described. Modafinil is a weak inhibitor of the DA and NE transporter and has additional effects on the brain GABA, glutamate, and orexin system, although the precise neuropharmacological mode of action of modafinil remains unclear. It has been proposed that the modafinil-induced adverse effects ("somatic anxiety") are probably mediated via reduced GABAergic neurotransmission. Supportive for such an interpretation, it has been demonstrated that the neuropeptide oxytocin, which decreases anxiety and stress and facilitates social behavior, reduces amygdala responses to fearful faces in patients with generalized social anxiety disorderprobably by activating GABAergic interneurons in the amygdala. These GABAergic interneurons are thought to integrate the output activity of the central nucleus of the amygdala. Given that modafinil also decreases levels of GABA in the cortex, striatum, globus pallidus, and thalamus, we can speculate that the modafinil-induced increase of activation within the limbic-cortical-striatal-pallidal-thalamic circuitry relative to placebo is due to reduced GABA function. In contrast to the modafinil-induced increase in neural activation, we did not find a significant MPH (60 mg) effect on brain activation during fearful face processing compared with placebo, which corresponds with a previous study using 35 mg of MPH. Having in mind that both MPH and modafinil enhance DA and NE neurotransmissionand that modafinil has additional effects on GABAergic neurotransmission, the lack of effect after MPH administration suggests on one hand that its modulation on the DA and NE system did not affect neural responses to fearful faces and on the other hand that modafinil's effect is indeed mediated via GABA function. However, other factors either alone or together with modulation of the GABA system might be responsible for these effects. In a previous study with the same sample, acute administration of 125 mg MDMA elicited increased well-being, happiness, trust, feelings of closeness to others, wanting to be with others, wanting to hug someone, and also reduced state anxiety compared with MPH and modafinil. Compared with placebo, MPH and/or modafinil, MDMA administration also significantly impaired the recognition of fearful faces.Furthermore, MDMA also enhanced emotional empathy and prosociality relative to placebo. In line with other evidence, these findings underpin the socially enhancing effects of MDMA. In contrast to our hypothesis, however, we did not find diminished brain (amygdala) activation during fearful face processing after 125 mg MDMA administration relative to placebo. This lack of effect is consistent with a previous study, which revealed attenuated amygdala response to angry but not fearful faces in healthy subjects after using a comparable dose of MDMA (1.5 mg/kg), suggesting that acute administration of representative recreational or clinical doses of 100 to 125 mg MDMA does not affect the neural correlates of fearful face processing in healthy subjects compared with placebo. However, we did find that subjects revealed decreased amygdala responses to fearful faces after MDMA compared with modafinil. This coincides with our finding that people under MDMA exposure had more problems to recognize fearful faces (relative to neutral faces) than after modafinil administration. The decreased amygdala activation after MDMA relative to modafinil but not placebo and MPH could be explained again by reduced GABA release after modafinil administration. Furthermore, given that there was no significant difference between MPH and modafinil on amygdala activation, the difference in amygdala activation between MDMA and modafinil is perhaps mediated via reduced GABA and increased 5-HT release. Finally, we found that brain activation in the middle and inferior frontal gyrus under modafinil exposure correlated positively with subjective feelings of fearfulness and depressiveness following modafinil administration. Together with the amygdala, the inferior frontal gyrus is part of the extended system for face perception, where semantic aspects (emotion evaluation) of faces are processed. Surgical resection of the right prefrontal cortex in a patient with epilepsy resulted in a severe deficit in the recognition of emotional facial expressions, especially fear. It has further been shown that threatinduced anxiety increased the functional connectivity between the right amygdala and bilateral inferior frontal gyrus in healthy adultsand that cortical-amygdala connectivity correlated with social anxiety symptom severity in patients with social anxiety disorder. Our finding suggests that the modafinil-induced adverse effects contribute to a higher emotional evaluation of fearful faces as reflected by increased activation in the middle and inferior frontal gyrus. Some limitations of our study merit comment. The high number of drugs included in the present analysis might have dampened the statistical power to find treatment effects on negative mood states. Future studies on this topic should also use validated scales such as the Positive and Negative Affect Schedule or Profile of Mood States questionnaire to assess negative mood states. The demanding study design has further prevented examination of dose-response curves. The observed differences between drugs were seen at the doses used in this study but may not be present at different doses. However, doseeffect relationships show E max curve characteristics, and we used single but relatively high doses of all drugs expected to result in subjective drug effects close to E max based on previous studies. Another point of contention is the use of self-reports to ascertain the phase of menstrual cycle. Although the assessment of the menstrual cycle phase is a strength of this study, the validity of self-reports should be considered with caution. Finally, we cannot exclude effects on neurovascular coupling induced by the drugs, which might have confounded our fMRI results. For instance, it has been shown that modafinil increased regional cerebral blood in the arousal-related systems and in brain areas related to emotion and executive function. In summary, our findings show that acute administration of a relatively high single dose of 600 mg modafinil, a dose previously reported to enhance cognitive performance in healthy subjects, increased neural activation in widespread brain regions implicated in fear processing and that some of the effects were related to negative mood states. Although 600 mg modafinil improves cognitive performance in healthy people, potential adverse side effects on emotion processing should be considered.
Study Details
- Study Typeindividual
- Populationhumans
- Characteristicsplacebo controlleddouble blind
- Journal
- Compounds
- Authors