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Local functional connectivity suggests functional immaturity in children with attention-deficit/hyperactivity disorder
Marcos-Vidal, Luis; Martínez-García, Magdalena; Pretus, Clara; Garcia-Garcia, David; Martínez, Kenia; Janssen, Joost; Vilarroya, Oscar; Castellanos, Francisco X; Desco, Manuel; Sepulcre, Jorge; Carmona, Susanna
Previous studies have associated Attention-Deficit/Hyperactivity Disorder (ADHD) with a maturational lag of brain functional networks. Functional connectivity of the human brain changes from primarily local to more distant connectivity patterns during typical development. Under the maturational lag hypothesis, we expect children with ADHD to exhibit increased local connectivity and decreased distant connectivity compared with neurotypically developing (ND) children. We applied a graph-theory method to compute local and distant connectivity levels and cross-sectionally compared them in a sample of 120 children with ADHD and 120 age-matched ND children (age range = 7-17 years). In addition, we measured if potential group differences in local and distant connectivity were stable across the age range considered. Finally, we assessed the clinical relevance of observed group differences by correlating the connectivity levels and ADHD symptoms severity separately for each group. Children with ADHD exhibited more local connectivity than age-matched ND children in multiple brain regions, mainly overlapping with default mode, fronto-parietal and ventral attentional functional networks (p < .05- threshold free-cluster enhancement-family-wise error). We detected an atypical developmental pattern of local connectivity in somatomotor regions, that is, decreases with age in ND children, and increases with age in children with ADHD. Furthermore, local connectivity within somatomotor areas correlated positively with clinical severity of ADHD symptoms, both in ADHD and ND children. Results suggest an immature functional state of multiple brain networks in children with ADHD. Whereas the ADHD diagnosis is associated with the integrity of the system comprising the fronto-parietal, default mode and ventral attentional networks, the severity of clinical symptoms is related to atypical functional connectivity within somatomotor areas. Additionally, our findings are in line with the view of ADHD as a disorder of deviated maturational trajectories, mainly affecting somatomotor areas, rather than delays that normalize with age.
PMID: 29473262
ISSN: 1097-0193
CID: 3120992
Is Increased Response Time Variability Related to Deficient Emotional Self-Regulation in Children With ADHD? [Meeting Abstract]
Elmaghrabi, Shereen; Nahmias, Maria; Adamo, Nicoletta; Di Martino, Adriana; Somandepalli, Krishna; Patel, Varun; McLaughlin, Andrea; De Sanctis, Virginia; Castellanos, Francisco
ISI:000432466300381
ISSN: 0006-3223
CID: 3147732
Randomised controlled trial of simvastatin treatment for autism in young children with neurofibromatosis type 1 (SANTA)
Stivaros, Stavros; Garg, Shruti; Tziraki, Maria; Cai, Ying; Thomas, Owen; Mellor, Joseph; Morris, Andrew A; Jim, Carly; Szumanska-Ryt, Karolina; Parkes, Laura M; Haroon, Hamied A; Montaldi, Daniela; Webb, Nicholas; Keane, John; Castellanos, Francisco X; Silva, Alcino J; Huson, Sue; Williams, Stephen; Gareth Evans, D; Emsley, Richard; Green, Jonathan
Background/UNASSIGNED:Neurofibromatosis 1 (NF1) is a monogenic model for syndromic autism. Statins rescue the social and cognitive phenotype in animal knockout models, but translational trials with subjects > 8 years using cognition/behaviour outcomes have shown mixed results. This trial breaks new ground by studying statin effects for the first time in younger children with NF1 and co-morbid autism and by using multiparametric imaging outcomes. Methods/UNASSIGNED:A single-site triple-blind RCT of simvastatin vs. placebo was done. Assessment (baseline and 12-week endpoint) included peripheral MAPK assay, awake magnetic resonance imaging spectroscopy (MRS; GABA and glutamate+glutamine (Glx)), arterial spin labelling (ASL), apparent diffusion coefficient (ADC), resting state functional MRI, and autism behavioural outcomes (Aberrant Behaviour Checklist and Clinical Global Impression). Results/UNASSIGNED: = 0.25) at baseline. Three of 12 (25%) simvastatin cases compared to none in placebo met 'clinical responder' criteria for behavioural outcome. Conclusions/UNASSIGNED:We show feasibility of peripheral MAPK assay and autism symptom measurement, but the study was not powered to test effectiveness. Multiparametric imaging suggests possible simvastatin effects in brain areas previously associated with NF1 pathophysiology and the social brain network. Trial registration/UNASSIGNED:EU Clinical Trial Register (EudraCT) 2012-005742-38 (www.clinicaltrialsregister.eu).
PMCID:5824534
PMID: 29484149
ISSN: 2040-2392
CID: 2965482
When attention is intact in adults with ADHD
Roberts, Mariel; Ashinoff, Brandon K; Castellanos, F Xavier; Carrasco, Marisa
Is covert visuospatial attention-selective processing of information in the absence of eye movements-preserved in adults with attention-deficit/hyperactivity disorder (ADHD)? Previous findings are inconclusive due to inconsistent terminology and suboptimal methodology. To settle this question, we used well-established spatial cueing protocols to investigate the perceptual effects of voluntary and involuntary attention on an orientation discrimination task for a group of adults with ADHD and their neurotypical age-matched and gender-matched controls. In both groups, voluntary attention significantly improved accuracy and decreased reaction times at the relevant location, but impaired accuracy and slowed reaction times at irrelevant locations, relative to a distributed attention condition. Likewise, involuntary attention improved accuracy and speeded responses. Critically, the magnitudes of all these orienting and reorienting attention effects were indistinguishable between groups. Thus, these counterintuitive findings indicate that spatial covert attention remains functionally intact in adults with ADHD.
PMCID:5971124
PMID: 29181782
ISSN: 1531-5320
CID: 2798132
Altered intrinsic functional connectivity of the cingulate cortex in children with severe temper outbursts
Roy, Amy Krain; Bennett, Randi; Posner, Jonathan; Hulvershorn, Leslie; Castellanos, F Xavier; Klein, Rachel G
Severe temper outbursts (STO) in children are associated with impaired school and family functioning and may contribute to negative outcomes. These outbursts can be conceptualized as excessive frustration responses reflecting reduced emotion regulation capacity. The anterior cingulate cortex (ACC) has been implicated in negative affect as well as emotional control, and exhibits disrupted function in children with elevated irritability and outbursts. This study examined the intrinsic functional connectivity (iFC) of a region of the ACC, the anterior midcingulate cortex (aMCC), in 5- to 9-year-old children with STO (n = 20), comparing them to children with attention-deficit/hyperactivity disorder (ADHD) without outbursts (ADHD; n = 18). Additional analyses compared results to a sample of healthy children (HC; n = 18) and examined specific associations with behavioral and emotional dysregulation. Compared to the ADHD group, STO children exhibited reduced iFC between the aMCC and surrounding regions of the ACC, and increased iFC between the aMCC and precuneus. These differences were also seen between the STO and HC groups; ADHD and HC groups did not differ. Specificity analyses found associations between aMCC-ACC connectivity and hyperactivity, and between aMCC-precuneus iFC and emotion dysregulation. Disruption in aMCC networks may underlie the behavioral and emotional dysregulation characteristic of children with STO.
PMCID:5812860
PMID: 28803557
ISSN: 1469-2198
CID: 2670892
TEMPORARY REMOVAL: Detecting stable individual differences in the functional organization of the human basal ganglia [Correction]
Garcia-Garcia, Manuel; Nikolaidis, Aki; Bellec, Pierre; Craddock, R Cameron; Cheung, Brian; Castellanos, Francisco X; Milham, Michael P
The publisher regrets that this article has been temporarily removed. A replacement will appear as soon as possible in which the reason for the removal of the article will be specified, or the article will be reinstated. The full Elsevier Policy on Article Withdrawal can be found at https://www.elsevier.com/about/our-business/policies/article-withdrawal.
PMID: 28739120
ISSN: 1095-9572
CID: 2654172
Diffusion tensor imaging studies of attention-deficit/hyperactivity disorder: meta-analyses and reflections on head motion
Aoki, Yuta; Cortese, Samuele; Castellanos, Francisco Xavier
BACKGROUND: Diffusion tensor imaging studies have shown atypical fractional anisotropy (FA) in individuals with attention-deficit/hyperactivity disorder (ADHD), albeit with conflicting results. We performed meta-analyses of whole-brain voxel-based analyses (WBVBA) and tract-based spatial statistics (TBSS) studies in ADHD, along with a qualitative review of TBSS studies addressing the issue of head motion, which may bias results. METHODS: We conducted a systematic literature search (last search on April 1st, 2016) to identify studies comparing FA values between individuals with ADHD and typically developing (TD) participants. Signed differential mapping was used to compute effect sizes and integrate WBVBA and TBSS studies, respectively. TBSS datasets reporting no between-group motion differences were identified. RESULTS: We identified 14 WBVBA (ADHDn = 314, TDn = 278) and 13 TBSS datasets (ADHDn = 557, TDn = 568). WBVBA meta-analysis showed both significantly lower and higher FA values in individuals with ADHD; TBSS meta-analysis showed significantly lower FA in ADHD compared with TD in four clusters: two in the corpus callosum (isthmus and posterior midbody), one in right inferior fronto-occipital fasciculus, and one in left inferior longitudinal fasciculus. However, four of six datasets confirming no group-differences in motion showed no significant between-group FA differences. CONCLUSIONS: A growing diffusion tensor imaging (DTI) literature (total N = 1,717) and a plethora of apparent findings suggest atypical interhemispheric connection in ADHD. However, FA results in ADHD should be considered with caution, since many studies did not examine potential group differences in head motion, and most of the studies reporting no difference in motion showed no significant results. Future studies should address head motion as a priority and assure that groups do not differ in head motion.
PMID: 28671333
ISSN: 1469-7610
CID: 2617142
Assessment of the impact of shared data on the scientific literature [PrePrint]
Milham, Michael P; Craddock, R Cameron; Fleischmann, Michael; Son, Jake; Clucas, Jon; Xu, Helen; Koo, Bonhwang; Krishnakumar, Anirudh; Biswal, Bharat B; Castellanos, FX; Colcombe, Stan; Di Martino, Adriana; Zuo, Xi-Nian; Klein, Arno
ORIGINAL:0014348
ISSN: 2692-8205
CID: 4151792
Distinct effects of childhood ADHD and cannabis use on brain functional architecture in young adults
Kelly, Clare; Castellanos, F Xavier; Tomaselli, Olivia; Lisdahl, Krista; Tamm, Leanne; Jernigan, Terry; Newman, Erik; Epstein, Jeffery N; Molina, Brooke S G; Greenhill, Laurence L; Potkin, Steven G; Hinshaw, Stephen; Swanson, James M
One of the most salient long-term implications of a childhood diagnosis of ADHD is an increased risk for substance use, abuse, or dependence in adolescence and adulthood. The extent to which cannabis use affects ADHD-related alterations in brain functional organization is unknown, however. To address this research gap, we recruited a sample of 75 individuals aged 21-25years with and without a childhood diagnosis of ADHD Combined Type, who were either frequent users or non-users of cannabis. These participants have been followed longitudinally since age 7-9.9years as part of a large multi-site longitudinal study of ADHD, the Multimodal Treatment Study of Children with ADHD (MTA). We examined task-independent intrinsic functional connectivity (iFC) within 9 functional networks using a 2×2 design, which compared four groups of participants: (1) individuals with a childhood diagnosis of ADHD who currently use cannabis (n=23); (2) individuals with ADHD who do not currently use cannabis (n=22); (3) comparisons who currently use cannabis (n=15); and (4) comparisons who do not currently use cannabis (n=15). The main effects of childhood ADHD were primarily weakened iFC in networks supporting executive function and somatomotor control. Contrary to expectations, effects of cannabis use were distinct from those of diagnostic group and no interactions were observed. Exploratory brain-behavior analyses suggested that ADHD-related effects were primarily linked with poorer neurocognitive performance. Deficits in the integrity of functional networks supporting executive function and somatomotor control are consistent with the phenotypic and neurocognitive features of ADHD. Our data suggest that cannabis use does not exacerbate ADHD-related alterations, but this finding awaits replication in a larger sample. Longitudinal neuroimaging studies are urgently required to delineate the neurodevelopmental cascade that culminates in positive and negative outcomes for those diagnosed with ADHD in childhood.
PMID: 30240350
ISSN: 2213-1582
CID: 3315732
Severe temper outbursts as indicators of irritability in young children [Meeting Abstract]
Roy, A K; De, Serisy M; Bennett, R; Castellanos, F X; Klein, R G
Objectives: Temper outbursts are frequently considered symptoms of irritability within the context of ODD, mood disorder, and anxiety disorder. However, even when chronic irritability is not present, they are associated with significant functional impairments. We will provide an overview of our research program that takes a multimodal approach to understanding severe temper outbursts in young children. Methods: We evaluated 216 boys and girls (ages 5-9 years; 73% boys) from diverse socioeconomic backgrounds who comprised three groups: 1) children with severe temper outbursts (STO; n = 80); 2) children with ADHD without outbursts (ADHD; n = 79); and 3) typically developing children (TDC; n = 57). Severe temper outbursts were defined as follows: 1) occurring at least three times per week; 2) lasting >10 minutes; 3) excessive for developmental level; and 4) causing significant impairment. Parents completed a semistructured diagnostic interview about their child and questionnaires about their child's behavior and emotion regulation skills. Children completed brief IQ and language screeners, questionnaires about their emotions and behavior, and tasks assessing frustration tolerance and emotion regulation. A number of these children (64 percent) successfully completed an MRI session that included resting-state, structural, and diffusion tension imaging scans. Results: Approximately 84 percent of the STO group received an ADHD diagnosis, 67 percent were diagnosed with ODD, 28 percent were diagnosed with an anxiety disorder, and 12 percent were diagnosed with a mood disorder. Few exhibited chronic irritabilities based on parent report. On an emotion regulation task, the STO group demonstrated deficits in regulating negative affect in response to frustration. Findings from the resting-state fMRI analyses suggest disruptions in dorsal anterior cingulate cortex (dACC) circuitry associated with tantrum severity. Tantrum severity was also related to cortical thickness of the dACC. Conclusions: Children with severe temper outbursts represent a highly impaired group, even when chronic irritability is not present. Evidence suggests an association between these outbursts and disruptions in dACC circuitry, a region implicated in the expression and regulation of frustration. Such findings have important implications for future conceptualization and treatment of young children with severe temper outbursts
EMBASE:620081072
ISSN: 1527-5418
CID: 2924182