TY - JOUR
T1 - Effects of excessive substance use on inhibitory control in patients with attention-deficit/hyperactivity disorder
AU - Paraskevopoulou, M.
AU - Van Rooij, D.
AU - Batalla, A.
AU - Schene, A. H.
AU - Buitelaar, J. K.
AU - Schellekens, A. F. A.
PY - 2019
Y1 - 2019
N2 - Background: Patients with Attention-Deficit/Hyperactivity
Disorder (ADHD) often develop comorbid Substance Use
Disorder (SUD) [1]. Although literature indicates that both
disorders are associated with abnormalities related to
inhibitory control [2,3], combined ADHD and SUD effects in
patients are yet to be examined.
Objective: To investigate the effects of substance abuse on
inhibitory control in patients with ADHD.
Methods: Our sample consisted of ADHD groups with and
without substance abuse (ADHD+SUD and SUD-only, respectively) and healthy controls (n=34 per group). Groups were
matched with family history of SUD to eliminate SUD trait
effects. Behavioral and functional MRI (fMRI) data in Goand Stop-trials (successful and failed) during a Stop-Signal
task were collected. Behavioral data analysis consisted of
one-way ANCOVAs for reaction times (RTs), intra-individual
coefficient of variation (ICV) and stop-signal reaction
times (SSRTs). The analysis of the fMRI data included preprocessing with ICA-AROMA and first-level analysis with a
fixed-effects model (FSL FEAT). Group differences were
examined with a mixed-effects model with 5000 random
permutations (FSL randomize). Beta-values from significant
clusters (t>2.3 & p<.05) were extracted and post-hoc comparisons with Bonferroni-Holm correction were performed.
Results: Behavioral results showed that the ADHD groups
demonstrated longer RTs and increased ICV than controls during Go-trials (RTs: p=.003 for ADHD-only, p<.001
for ADHD+SUD; ICV: p<.001 for ADHD-only, p<.001 for
ADHD+SUD). ADHD+SUD also showed longer SSRTs than controls (p=.008) during Stop-trials. The fMRI data analysis revealed that, (i) during Go-trials, ADHD+SUD showed hypoactivation of OFC compared to ADHD-only (p<.001) and controls (p=.01), while ADHD-only showed hyperactivation of a
cluster including cingulate and paracingulate gyri compared
to the other two groups (p=.004 for ADHD+SUD, p<.001
for controls). (ii) During successful Stop-trials, ADHD+SUD
showed decreased activation of paracingulate gyrus compared to ADHD-only (p=.014) and controls (p<.001).
Moreover, ADHD-only activated the same cluster less than
controls (p=.042). (iii) During failed Stop-trials, controls
showed decreased activation of a cluster containing caudate nucleus and putamen (p<.001for ADHD-only, p<.001
for ADHD+SUD). Additionally, we found a cluster located in
Angular, Supramarginal and MTG with decreased activation
for the ADHD groups compared to controls (p<.001 for
ADHD-only, p=.014 for ADHD+SUD) and further decreased
activation for ADHD-only compared to ADHD+SUD (p=.006).
Conclusion: During Go-trials, the ADHD groups showed
worse behavioral performance than controls. Despite
similar performance to each other, the patient groups
were characterized by distinct neural activation patterns.
ADHD+SUD showed neural deficits in cognitive control network that might be associated with the poor performance
observed, while ADHD-only seemed to make use of the
same network during Go-trials. We speculate that ADHDonly might rely on proactive control, partially compensating for deficits in reactive cognitive control. Additional analysis for this is needed. During successful Stop-trials, both
ADHD groups showed deficits in cognitive control network,
with more pronounced deficits for ADHD+SUD. This suggests
a severity pattern for the ADHD groups, with greater impairments potentially associated with comorbid substance
abuse. Finally, failed inhibitory control seems to be linked to
suboptimal function of fronto-striatal network in controls,
but different abnormalities seem to account for disinhibition in the other groups.
AB - Background: Patients with Attention-Deficit/Hyperactivity
Disorder (ADHD) often develop comorbid Substance Use
Disorder (SUD) [1]. Although literature indicates that both
disorders are associated with abnormalities related to
inhibitory control [2,3], combined ADHD and SUD effects in
patients are yet to be examined.
Objective: To investigate the effects of substance abuse on
inhibitory control in patients with ADHD.
Methods: Our sample consisted of ADHD groups with and
without substance abuse (ADHD+SUD and SUD-only, respectively) and healthy controls (n=34 per group). Groups were
matched with family history of SUD to eliminate SUD trait
effects. Behavioral and functional MRI (fMRI) data in Goand Stop-trials (successful and failed) during a Stop-Signal
task were collected. Behavioral data analysis consisted of
one-way ANCOVAs for reaction times (RTs), intra-individual
coefficient of variation (ICV) and stop-signal reaction
times (SSRTs). The analysis of the fMRI data included preprocessing with ICA-AROMA and first-level analysis with a
fixed-effects model (FSL FEAT). Group differences were
examined with a mixed-effects model with 5000 random
permutations (FSL randomize). Beta-values from significant
clusters (t>2.3 & p<.05) were extracted and post-hoc comparisons with Bonferroni-Holm correction were performed.
Results: Behavioral results showed that the ADHD groups
demonstrated longer RTs and increased ICV than controls during Go-trials (RTs: p=.003 for ADHD-only, p<.001
for ADHD+SUD; ICV: p<.001 for ADHD-only, p<.001 for
ADHD+SUD). ADHD+SUD also showed longer SSRTs than controls (p=.008) during Stop-trials. The fMRI data analysis revealed that, (i) during Go-trials, ADHD+SUD showed hypoactivation of OFC compared to ADHD-only (p<.001) and controls (p=.01), while ADHD-only showed hyperactivation of a
cluster including cingulate and paracingulate gyri compared
to the other two groups (p=.004 for ADHD+SUD, p<.001
for controls). (ii) During successful Stop-trials, ADHD+SUD
showed decreased activation of paracingulate gyrus compared to ADHD-only (p=.014) and controls (p<.001).
Moreover, ADHD-only activated the same cluster less than
controls (p=.042). (iii) During failed Stop-trials, controls
showed decreased activation of a cluster containing caudate nucleus and putamen (p<.001for ADHD-only, p<.001
for ADHD+SUD). Additionally, we found a cluster located in
Angular, Supramarginal and MTG with decreased activation
for the ADHD groups compared to controls (p<.001 for
ADHD-only, p=.014 for ADHD+SUD) and further decreased
activation for ADHD-only compared to ADHD+SUD (p=.006).
Conclusion: During Go-trials, the ADHD groups showed
worse behavioral performance than controls. Despite
similar performance to each other, the patient groups
were characterized by distinct neural activation patterns.
ADHD+SUD showed neural deficits in cognitive control network that might be associated with the poor performance
observed, while ADHD-only seemed to make use of the
same network during Go-trials. We speculate that ADHDonly might rely on proactive control, partially compensating for deficits in reactive cognitive control. Additional analysis for this is needed. During successful Stop-trials, both
ADHD groups showed deficits in cognitive control network,
with more pronounced deficits for ADHD+SUD. This suggests
a severity pattern for the ADHD groups, with greater impairments potentially associated with comorbid substance
abuse. Finally, failed inhibitory control seems to be linked to
suboptimal function of fronto-striatal network in controls,
but different abnormalities seem to account for disinhibition in the other groups.
U2 - 10.1016/j.euroneuro.2019.01.057
DO - 10.1016/j.euroneuro.2019.01.057
M3 - Meeting Abstract
SN - 0924-977X
VL - 29
SP - S673-S674
JO - European Neuropsychopharmacology
JF - European Neuropsychopharmacology
ER -