Disorder-specific functional abnormalities during temporal discounting in youth with attention Deficit Hyperactivity Disorder (ADHD), Autism and comorbid ADHD and Autism

Chantiluke, Kaylita; Christakou, Anastasia; Murphy, Clodagh M.; Giampietro, Vincent; Daly, Eileen M.; Ecker, Christina; Brammer, Michael; Murphy, Declan G.; Rubia, Katya

doi:10.1016/j.pscychresns.2014.04.006

Cited by 116Attention Deficit Hyperactivity DisorderAutism Spectrum Disorder ResearchNeural and Behavioral Psychology Studies

Disorder-specific functional abnormalities during temporal discounting in youth with attention Deficit Hyperactivity Disorder (ADHD), Autism and comorbid ADHD and Autism

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Chantiluke, Kaylita, Christakou, Anastasia, Murphy, Clodagh M., Giampietro, Vincent, Daly, Eileen M., Ecker, Christina, Brammer, Michael, Murphy, Declan G. +1 more·2014·Psychiatry Research: Neuroimaging

DOI 10.1016/j.pscychresns.2014.04.006

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Abstract

Attention Deficit Hyperactivity Disorder (ADHD) and Autism Spectrum Disorder (ASD) are often comorbid and share cognitive abnormalities in temporal foresight. A key question is whether shared cognitive phenotypes are based on common or different underlying pathophysiologies and whether comorbid patients have additive neurofunctional deficits, resemble one of the disorders or have a different pathophysiology. We compared age- and IQ-matched boys with non-comorbid ADHD (18), non-comorbid ASD (15), comorbid ADHD and ASD (13) and healthy controls (18) using functional magnetic resonance imaging (fMRI) during a temporal discounting task. Only the ASD and the comorbid groups discounted delayed rewards more steeply. The fMRI data showed both shared and disorder-specific abnormalities in the three groups relative to controls in their brain-behaviour associations. The comorbid group showed both unique and more severe brain-discounting associations than controls and the non-comorbid patient groups in temporal discounting areas of ventromedial and lateral prefrontal cortex, ventral striatum and anterior cingulate, suggesting that comorbidity is neither an endophenocopy of the two pure disorders nor an additive pathology.

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Reduced activation and abnormal brain-behavior correlations during temporal discounting have been observed in ADHD children and adults most prominently in typical areas of temporal discounting including ventrolateral and dorsolateral prefrontal cortices, insular, dorsal and ventral striatal and thalamic regions as well as parietal lobe and cerebellum.
“Reduced activation and abnormal brain-behavior correlations during temporal discounting have been observed in ADHD children and adults most prominently in typical areas of temporal discounting including ventrolateral and dorsolateral prefrontal cortices, insular, dorsal and ventral striatal and thalamic regions as well as parietal lobe and cerebellum (Rubia et al., 2009a; Chantiluke et al., 2014;”
From Cognitive Neuroscience of Attention Deficit Hyperactivity Disorder (ADHD) and Its Clinical Translation (2018) · cites this paper as Chantiluke et al., 2014
Section 3.7 (p. 6) reports weaker brain–behaviour associations in the ADHD group in frontal/temporal regions and the superior cerebellum, supporting part of the claim. But this study examined boys aged 11–17, not adults (Participants, p. 3), and its ADHD findings do not establish reduced activation across the full list of regions, including dorsolateral prefrontal cortex and thalamus; section 4.2 (p. 8) describes the ADHD group’s abnormalities as relatively minor. (LLM, conf=0.88)
Experimental — accuracy not yet measured
The comorbid ADHD and ASD group had the most neurofunctional abnormalities in regions mediating temporal discounting, including ventrolateral and dorsolateral prefrontal, cingulate, striato-insular, temporal and cerebellar regions.
“The comorbid ADHD and ASD group had the most neurofunctional abnormalities in regions mediating temporal discounting, including ventrolateral and dorsolateral prefrontal, cingulate, striato-insular, temporal and cerebellar regions (Chantiluke et al., 2014).”
From Cognitive Neuroscience of Attention Deficit Hyperactivity Disorder (ADHD) and Its Clinical Translation (2018) · cites this paper as Chantiluke et al., 2014
The Discussion (p. 7) says the comorbid group had the most pronounced abnormalities in brain–behaviour associations during temporal discounting, including prefrontal, cingulate, striatal and temporal regions. Results (section 3.7, p. 6) also report a cerebellar abnormality shared with ADHD. The regional list overreaches on the insula: that section identifies the right superior temporal/insula association as weakest in the ASD-only group, not the comorbid group. (LLM, conf=0.86)
Experimental — accuracy not yet measured
During hot EF, brain dysfunctions were mostly shared between ADHD and ASD in inferior frontal cortex and SMA.
“and mostly shared between ADHD and ASD in inferior frontal cortex and SMA (Chantiluke et al., 2014).”
From Cognitive Neuroscience of Attention Deficit Hyperactivity Disorder (ADHD) and Its Clinical Translation (2018) · cites this paper as Chantiluke et al., 2014
Children with ASD and comorbid ADHD exhibit functional brain network abnormalities that resemble alterations in children with ASD (without ADHD) and ADHD (without ASD) plus unique abnormalities specific to comorbidity between ASD and ADHD.
“These studies demonstrated that children with ASD and comorbid ADHD exhibit functional brain network abnormalities that resemble alterations in children with ASD (without ADHD) and ADHD (without ASD) plus unique abnormalities specific to comorbidity between ASD and ADHD (Di Martino et al., 2013; Chantiluke et al., 2014).”
From Investigating functional brain network integrity using a traditional and novel categorical scheme for neurodevelopmental disorders (2019) · cites this paper as Chantiluke et al., 2014
Only two prior functional neuroimaging studies considered the impact of comorbidity on diagnostic group differences by examining an ASD with comorbid ADHD group distinct from non-comorbid ASD and ADHD groups.
“Further, only two prior functional neuroimaging studies considered the impact of comorbidity on diagnostic group differences by examining an ASD with comorbid ADHD group distinct from non-comorbid ASD and ADHD groups (Di Martino et al., 2013; Chantiluke et al., 2014).”
From Investigating functional brain network integrity using a traditional and novel categorical scheme for neurodevelopmental disorders (2019) · cites this paper as Chantiluke et al., 2014

ASD and ADHD exhibit shared deficits in executive function and associated functional brain alterations.
“These disorders exhibit shared deficits in executive function (Leno et al., 2017) and associated functional brain alterations (Di Martino et al., 2013; Chantiluke et al., 2014)”
From Investigating functional brain network integrity using a traditional and novel categorical scheme for neurodevelopmental disorders (2019) · cites this paper as Chantiluke et al., 2014
Children with "pure" ASD and ADHD exhibited little to no disorder-specific functional alterations during a temporal discounting task, whereas the comorbid group exhibited pronounced functional differences compared with all other groups.
“Importantly, Chantiluke et al. (2014) showed that children with “pure” ASD and ADHD exhibited little to no disorder-specific functional alterations during a temporal discounting task, whereas the comorbid group exhibited pronounced functional differences compared with all other groups (Chantiluke et al., 2014).”
From Investigating functional brain network integrity using a traditional and novel categorical scheme for neurodevelopmental disorders (2019) · cites this paper as Chantiluke et al., 2014
Individuals with ASD show altered performance on delayed reward discounting tasks.
“A few studies 23–25 reveal that those with ASD have altered performance on delayed reward discounting tasks.”
From Subtyping cognitive profiles in Autism Spectrum Disorder using a Functional Random Forest algorithm (2018) · cites this paper as [25]
Inhibitory problems appear to be shared by the ASD+ADHD and ADHD groups.
“Inhibitory problems seem to be shared by the group with ASD+ADHD and the group with ADHD (Bühler et al., 2011;Chantiluke et al., 2014;Sinzig et al., 2008b;Tye et al., 2014), although sometimes no inhibitory deficits have been found in the comorbid group (Sinzig et al., 2008a;Van der Meer et al., 2012;Yerys et al., 2009).”
From Children with autism and attention deficit hyperactivity disorder. Relationships between symptoms and executive function, theory of mind, and behavioral problems (2018) · cites this paper as Chantiluke et al., 2014
The findings align with research showing greater executive functioning impairment in children with ASD+ADHD and ADHD alone compared with children with ASD.
“The findings are framed within the line of research that shows greater impairment in the executive functioning of children with ASD+ADHD and ADHD alone, compared to children with ASD (Adamo et al., 2014;Bühler et al., 2011;Chantiluke et al., 2014;Lundervold et al., 2016;Sinzig et al., 2008b;Tye et al., 2014).”
From Children with autism and attention deficit hyperactivity disorder. Relationships between symptoms and executive function, theory of mind, and behavioral problems (2018) · cites this paper as Chantiluke et al., 2014

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Erratum: Disorder-specific functional abnormalities during sustained attention in youth with Attention Deficit Hyperactivity Disorder (ADHD) and with Autism
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“Reduced activation and abnormal brainbehavior correlations during temporal discounting have been observed in ADHD children and adults most prominently in typical areas of temporal discounting including ventrolateral and dorsolateral prefrontal cortices, insular, dorsal and ventral striatal and thalamic regions as well…”
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Guidance for identification and treatment of individuals with attention deficit/hyperactivity disorder and autism spectrum disorder based upon expert consensus
Young, S., Hollingdale, J., Absoud, M., Bolton, P., Branney, P., Colley, W., Craze, E., Dave, M., Deeley, Q., Farrag, E., et al. (2020) · BMC Medicine · doi:10.1186/s12916-020-01585-y · Cited by 162 · see citing works
Self-citation
Attention-Deficit/Hyperactivity Disorder and Monetary Delay Discounting: A Meta-Analysis of Case-Control Studies
Jackson, J. N. S., & MacKillop, J. (2016) · Biological Psychiatry: Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2016.01.007 · Cited by 167 · see citing works
“In another pediatric study, three clinical groups - individuals with ADHD, individuals with autism spectrum disorder, and individuals with both - were contrasted with each other and control participants (53).”
Result
A meta-analytic review of the efficacy of physical exercise interventions on cognition in individuals with autism spectrum disorder and ADHD
Tan, B. W. Z., Pooley, J. A., & Speelman, C. P. (2016) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-016-2854-x · Cited by 157 · see citing works
“…contentious as to whether the two disorders are a common or unique subtype that falls under the domain of either ASD or ADHD exclusively (e.g., Chantiluke et al. 2014), there is a general agreement that symptom overlap exists even if individuals may not fulfil the diagnostic criteria of both…”
Background
Maternal use of acetaminophen during pregnancy and risk of autism spectrum disorders in childhood: A D anish national birth cohort study
Liew, Z., Ritz, B. R., Virk, J., & Olsen, J. (2015) · Autism Research · doi:10.1002/aur.1591 · Cited by 152 · see citing works
Association of White Matter Structure With Autism Spectrum Disorder and Attention-Deficit/Hyperactivity Disorder
Aoki, Y. Y., Yoncheva, Y. N., Chen, B., Nath, T., Sharp, D. W., Lazar, M., Velasco, P., Milham, M. P., & Martino, A. D. (2017) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2017.2573 · Cited by 149 · see citing works
ADHD and the Choice of Small Immediate Over Larger Delayed Rewards: A Comparative Meta-Analysis of Performance on Simple Choice-Delay and Temporal Discounting Paradigms
Marx, I., Häcker, T., Yu, X., Cortese, S., & Sonuga-Barke, E. J. S. (2018) · Journal of Attention Disorders · doi:10.1177/1087054718772138 · Cited by 137 · see citing works
Prenatal paracetamol exposure and child neurodevelopment: A review
Bauer, A. Z., Kriebel, D., Herbert, M. R., Bornehag, C.-G., & Swan, S. H. (2018) · Hormones and Behavior · doi:10.1016/j.yhbeh.2018.01.003 · Cited by 127 · see citing works
A Review of the Default Mode Network in Autism Spectrum Disorders and Attention Deficit Hyperactivity Disorder
Harikumar, A., Evans, D. W., Dougherty, C. C., Carpenter, K. L. H., & Michael, A. M. (2021) · Brain Connectivity · doi:10.1089/brain.2020.0865 · Cited by 113 · see citing works
The Functional Brain Organization of an Individual Allows Prediction of Measures of Social Abilities Transdiagnostically in Autism and Attention-Deficit/Hyperactivity Disorder
Lake, E. M. R., Finn, E. S., Noble, S., Vanderwal, T., Shen, X., Rosenberg, M. D., Spann, M. N., Chun, M. M., Scheinost, D., & Constable, R. T. (2019) · Biological Psychiatry · doi:10.1016/j.biopsych.2019.02.019 · Cited by 115 · see citing works
A systematic review of temporal discounting in eating disorders and obesity: Behavioural and neuroimaging findings
McClelland, J., Dalton, B., Kekic, M., Bartholdy, S., Campbell, I. C., & Schmidt, U. H. (2016) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2016.09.024 · Cited by 105 · see citing works
Children with autism and attention deficit hyperactivity disorder. Relationships between symptoms and executive function, theory of mind, and behavioral problems
Berenguer, C., Roselló, B., Colomer, C., Baixauli, I., & Miranda, A. (2018) · Research in Developmental Disabilities · doi:10.1016/j.ridd.2018.10.001 · Cited by 85 · see citing works
Structural brain abnormalities in children and adolescents with comorbid autism spectrum disorder and attention-deficit/hyperactivity disorder
Mizuno, Y., Kagitani‐Shimono, K., Jung, M., Makita, K., Takiguchi, S., Fujisawa, T. X., Tachibana, M., Nakanishi, M., Mohri, I., Taniike, M., et al. (2019) · Translational Psychiatry · doi:10.1038/s41398-019-0679-z · Cited by 87 · see citing works
Disorder-specific grey matter deficits in attention deficit hyperactivity disorder relative to autism spectrum disorder
Lim, L. L., Chantiluke, K. C., Cubillo, A., Smith, A. B., Simmons, A., Mehta, M. A., & Rubia, K. (2014) · Psychological Medicine · doi:10.1017/s0033291714001974 · Cited by 61 · see citing works
Self-citation
Integration of brain and behavior measures for identification of data-driven groups cutting across children with ASD, ADHD, or OCD
Jacobs, G. R., Voineskos, A. N., Hawco, C. S., Stefanik, L., Forde, N. J., Dickie, E. W., Lai, M., Szatmári, P., Schachar, R. J., Crosbie, J., et al. (2020) · Neuropsychopharmacology · doi:10.1038/s41386-020-00902-6 · Cited by 60 · see citing works
Transdiagnostic neuroimaging in psychiatry: a review
Mitelman, S. A. (2019) · Psychiatry Research · doi:10.1016/j.psychres.2019.01.026 · Cited by 50 · see citing works
Transdiagnostic neuroimaging of reward system phenotypes in ADHD and comorbid disorders
Grimm, O., van Rooij, D., Hoogman, M., Klein, M., Buitelaar, J. K., Franke, B., Reif, A., & Plichta, M. M. (2021) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2021.06.025 · Cited by 54 · see citing works
Challenges of implementing computer-aided diagnostic models for neuroimages in a clinical setting
Leming, M., Bron, E. E., Bruffaerts, R., Ou, Y., Iglesias, J. E., Gollub, R. L., & Im, H. (2023) · npj Digital Medicine · doi:10.1038/s41746-023-00868-x · Cited by 54 · see citing works
Comparison of neural substrates of temporal discounting between youth with autism spectrum disorder and with obsessive-compulsive disorder
Carlisi, C. O., Norman, L., Murphy, C. M., Christakou, A., Chantiluke, K., Giampietro, V., Simmons, A., Brammer, M., Murphy, D. G., MRC AIMS consortium, et al. (2017) · Psychological Medicine · doi:10.1017/s0033291717001088 · Cited by 49 · see citing works
Self-citation
Increased Delay Discounting on a Novel Real-Time Task among Girls, but not Boys, with ADHD
Rosch, K. S., & Mostofsky, S. H. (2015) · Journal of the International Neuropsychological Society · doi:10.1017/s1355617715001071 · Cited by 50 · see citing works
Waiting and working for rewards: Attention-Deficit/Hyperactivity Disorder is associated with steeper delay discounting linked to amygdala activation, but not with steeper effort discounting
Mies, G. W., Ma, I., de Water, E., Buitelaar, J. K., & Scheres, A. (2018) · Cortex · doi:10.1016/j.cortex.2018.05.018 · Cited by 41 · see citing works
Abnormal functional activation and maturation of ventromedial prefrontal cortex and cerebellum during temporal discounting in autism spectrum disorder
Murphy, C. M., Christakou, A., Giampietro, V., Brammer, M. J., Daly, E., Ecker, C., Johnston, P., Spain, D., Robertson, D., Murphy, D., et al. (2017) · Human Brain Mapping · doi:10.1002/hbm.23718 · Cited by 39 · see citing works
Self-citation
Processing of social and monetary rewards in autism spectrum disorders
Baumeister, S., Moessnang, C., Bast, N., Hohmann, S., Aggensteiner, P.-M., Kaiser, A., Tillmann, J., Goyard, D., Charman, T., Ambrosino, S., et al. (2023) · The British Journal of Psychiatry · doi:10.1192/bjp.2022.157 · Cited by 53 · see citing works
Self-citation
Shared and Disorder-Specific Neurocomputational Mechanisms of Decision-Making in Autism Spectrum Disorder and Obsessive-Compulsive Disorder
Carlisi, C. O., Norman, L. J., Murphy, C. M., Christakou, A., Chantiluke, K. C., Giampietro, V., Simmons, A., Brammer, M. J., Murphy, D., Mataix‐Cols, D., et al. (2017) · Cerebral Cortex · doi:10.1093/cercor/bhx265 · Cited by 39 · see citing works
Self-citation
Investigating functional brain network integrity using a traditional and novel categorical scheme for neurodevelopmental disorders
Dajani, D. R., Burrows, C. A., Odriozola, P., Baez, A., Nebel, M. B., Mostofsky, S. H., & Uddin, L. Q. (2019) · NeuroImage: Clinical · doi:10.1016/j.nicl.2019.101678 · Cited by 33 · see citing works
“Further, only two prior functional neuroimaging studies considered the impact of comorbidity on diagnostic group differences by examining an ASD with comorbid ADHD group distinct from non-comorbid ASD and ADHD groups (Di Martino et al., 2013; Chantiluke et al., 2014).”
Influential
Neural dysfunction during temporal discounting in paediatric Attention-Deficit/Hyperactivity Disorder and Obsessive-Compulsive Disorder
Norman, L. J., Carlisi, C. O., Christakou, A., Chantiluke, K. C., Murphy, C. M., Simmons, A., Giampietro, V., Brammer, M. J., Mataix‐Cols, D., & Rubia, K. (2017) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2017.09.008 · Cited by 34 · see citing works
Self-citation
Altered structural connectivity is related to attention deficit/hyperactivity subtypes: A DTI study
Ercan, E. S., Süren, S., Bacanlı, A., Yazıcı, K. U., Çallı, C., Ardıç, Ü. A., Jafari, D. A., Kosova, B., Özyurt, O., Aydın, C., et al. (2016) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2016.04.002 · Cited by 33 · see citing works
Clinical outcomes and neural correlates of 20 sessions of repetitive transcranial magnetic stimulation in severe and enduring anorexia nervosa (the TIARA study): study protocol for a randomised controlled feasibility trial
Bartholdy, S., McClelland, J., Kekic, M., O’Daly, O., Campbell, I. C., Werthmann, J., Rennalls, S. J., Rubia, K., David, A. S., Glennon, D., et al. (2015) · Trials · doi:10.1186/s13063-015-1069-3 · Cited by 32 · see citing works
Self-citation
Distinct Methylphenidate-Evoked Response Measured Using Functional Near-Infrared Spectroscopy During Go/No-Go Task as a Supporting Differential Diagnostic Tool Between Attention-Deficit/Hyperactivity Disorder and Autism Spectrum Disorder Comorbid Children
Sutoko, S., Monden, Y., Tokuda, T., Ikeda, T., Nagashima, M., Kiguchi, M., Maki, A., Yamagata, T., & Dan, I. (2019) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2019.00007 · Cited by 32 · see citing works
The effects of acute fluoxetine administration on temporal discounting in youth with ADHD
Carlisi, C. O., Chantiluke, K. C., Norman, L. J., Christakou, A., Barrett, N., Giampietro, V., Brammer, M. J., Simmons, A., & Rubia, K. (2015) · Psychological Medicine · doi:10.1017/s0033291715002731 · Cited by 31 · see citing works
Self-citation
Functional connectivity in cortico-subcortical brain networks underlying reward processing in attention-deficit/hyperactivity disorder
Oldehinkel, M., Beckmann, C. F., Franke, B., Hartman, C. A., Hoekstra, P. J., Oosterlaan, J., Heslenfeld, D. J., Buitelaar, J. K., & Mennes, M. (2016) · NeuroImage Clinical · doi:10.1016/j.nicl.2016.10.006 · Cited by 31 · see citing works
Social and delay discounting in autism spectrum disorder
Warnell, K. R., Maniscalco, S., Baker, S. M., Yi, R., & Redcay, E. (2019) · Autism Research · doi:10.1002/aur.2085 · Cited by 30 · see citing works
Distinct effects of ASD and ADHD symptoms on reward anticipation in participants with ADHD, their unaffected siblings and healthy controls: a cross-sectional study
van Dongen, E. V., von Rhein, D. T., O’Dwyer, L., Franke, B., Hartman, C. A., Heslenfeld, D. J., Hoekstra, P. J., Oosterlaan, J., Rommelse, N. N. J., & Buitelaar, J. K. (2015) · Molecular Autism · doi:10.1186/s13229-015-0043-y · Cited by 26 · see citing works
Disorder‐specific alteration in white matter structural property in adults with autism spectrum disorder relative to adults with ADHD and adult controls
Chiang, H., Chen, Y., Lin, H., Tseng, W. I., & Gau, S. S. (2017) · Human Brain Mapping · doi:10.1002/hbm.23367 · Cited by 29 · see citing works
A Systematic Review of the Positive Valence System in Autism Spectrum Disorder
Tschida, J. E., & Yerys, B. E. (2020) · Neuropsychology Review · doi:10.1007/s11065-020-09459-z · Cited by 26 · see citing works
Disorder-Specific and Shared Brain Abnormalities During Vigilance in Autism and Obsessive-Compulsive Disorder
Carlisi, C. O., Norman, L., Murphy, C. M., Christakou, A., Chantiluke, K., Giampietro, V., Simmons, A., Brammer, M., Murphy, D. G., Mataix-Cols, D., et al. (2017) · Biological Psychiatry: Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2016.12.005 · Cited by 26 · see citing works
Self-citation
An adaptive, individualized fMRI delay discounting procedure to increase flexibility and optimize scanner time
Koffarnus, M. N., Deshpande, H. U., Lisinski, J. M., Eklund, A., Bickel, W. K., & LaConte, S. M. (2017) · NeuroImage · doi:10.1016/j.neuroimage.2017.08.024 · Cited by 24 · see citing works
Distinct Frontoparietal Brain Dynamics Underlying the Co-Occurrence of Autism and ADHD
Watanabe, D., & Watanabe, T. (2023) · eNeuro · doi:10.1523/eneuro.0146-23.2023 · Cited by 23 · see citing works
The role of simulation in intertemporal choices
O’Connell, G., Christakou, A., & Chakrabarti, B. (2015) · Frontiers in Neuroscience · doi:10.3389/fnins.2015.00094 · Cited by 19 · see citing works
Self-citation
Developmental deviation in delay discounting as a transdiagnostic indicator of risk for child psychopathology
DeRosa, J., Rosch, K. S., Mostofsky, S. H., & Nikolaidis, A. (2023) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.13870 · Cited by 18 · see citing works
Delay discounting in Parkinson’s disease: A systematic review and meta-analysis
Pennisi, P., Salehinejad, M. A., Corso, A., Merlo, E. M., Avenanti, A., & Vicario, C. M. (2022) · Behavioural Brain Research · doi:10.1016/j.bbr.2022.114101 · Cited by 18 · see citing works
Using fNIRS to evaluate ADHD medication effects on neuronal activity: A systematic literature review
Poliakova, E., Conrad, A. L., Schieltz, K. M., & O’Brien, M. J. (2023) · Frontiers in Neuroimaging · doi:10.3389/fnimg.2023.1083036 · Cited by 18 · see citing works
Gray matter asymmetry alterations in children and adolescents with comorbid autism spectrum disorder and attention-deficit/hyperactivity disorder
Li, C., Zhang, R., Zhou, Y., Li, T., Qin, R., Li, L., Yuan, X., Wang, L., & Wang, X. (2023) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-023-02323-4 · Cited by 18 · see citing works
The impact of successful learning of self-regulation on reward processing in children with ADHD using fMRI
Baumeister, S., Wolf, I., Hohmann, S., Holz, N. E., Boecker-Schlier, R., Banaschewski, T., & Brandeis, D. (2018) · ADHD Attention Deficit and Hyperactivity Disorders · doi:10.1007/s12402-018-0269-6 · Cited by 17 · see citing works
Comorbidity Matters: Social Visual Attention in a Comparative Study of Autism Spectrum Disorder, Attention-Deficit/Hyperactivity Disorder and Their Comorbidity
Ioannou, C., Seernani, D. P., Stefanou, M. E., Riedel, A., van Elst, L. T., Smyrnis, N., Fleischhaker, C., Biscaldi-Schaefer, M., Boccignone, G., & Klein, C. (2020) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2020.545567 · Cited by 16 · see citing works
Hypoactivation of the Right Prefrontal Cortex Underlying Motor‐Related Inhibitory Deficits in Children with Autism Spectrum Disorder: A Functional Near‐Infrared Spectroscopy Study
Ikeda, T., Tokuda, T., Monden, Y., Hirai, M., Mizushima, S. G., Nagashima, M., Kyutoku, Y., Taniguchi, T., Shimoizumi, H., Dan, I., et al. (2018) · Japanese Psychological Research · doi:10.1111/jpr.12204 · Cited by 16 · see citing works
Aberrant glutamatergic systems underlying impulsive behaviors: Insights from clinical and preclinical research
Yates, J. R. (2024) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2024.111107 · Cited by 15 · see citing works
Childhood ADHD and Delayed Reinforcement: A Direct Comparison of Performance on Hypothetical and Real-Time Delay Tasks
Yu, X., & Sonuga-Barke, E. J. S. (2016) · Journal of Attention Disorders · doi:10.1177/1087054716661231 · Cited by 20 · see citing works
Associations Between Limbic System White Matter Structure and Socio-Emotional Functioning in Children with ADHD + ASD
Stephens, K., Silk, T. J., Anderson, V. A., Hazell, P., Enticott, P. G., & Sciberras, E. (2020) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-020-04738-3 · Cited by 15 · see citing works
Gene network analysis reveals a role for striatal glutamatergic receptors in dysregulated risk-assessment behavior of autism mouse models
Oron, O., Getselter, D., Shohat, S., Reuveni, E., Lukić, I., Shifman, S., & Elliott, E. (2019) · Translational Psychiatry · doi:10.1038/s41398-019-0584-5 · Cited by 15 · see citing works
What do ADHD Neuroimaging Studies Reveal for Teachers, Teacher Educators and Inclusive Education?
Boon, H. J. (2020) · Child & Youth Care Forum · doi:10.1007/s10566-019-09542-4 · Cited by 15 · see citing works
Associations between ADHD and risk of six psychiatric disorders: a Mendelian randomization study
Guo, Y., Li, J., Hu, R., Luo, H., Zhang, Z., Tan, J., & Luo, Q. (2024) · BMC Psychiatry · doi:10.1186/s12888-024-05548-y · Cited by 15 · see citing works
Attenuated Anticipation of Social and Monetary Rewards in Autism Spectrum DisordersPreprint
Baumeister, S., Moessnang, C., Bast, N., Hohmann, S., Tillmann, J., Goyard, D., Charman, T., Ambrosino, S., Baron‐Cohen, S., Beckmann, C. F., et al. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.07.06.186650 · Cited by 13 · see citing works
Self-citation
Contagion of Temporal Discounting Value Preferences in Neurotypical and Autistic Adults
Thomas, L., Lockwood, P. L., Garvert, M. M., & Balsters, J. H. (2021) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-021-04962-5 · Cited by 11 · see citing works
Association of temporal discounting with transdiagnostic symptom dimensions
Keidel, K., Lu, X., Suzuki, S., Murawski, C., & Ettinger, U. (2024) · npj Mental Health Research · doi:10.1038/s44184-024-00060-3 · Cited by 9 · see citing works
Using virtual reality to enhance attention for autistic spectrum disorder with eye tracking
Razzak, R., Li, Y. (., He, J. (., Jung, S., Mei, C., & Huang, Y. (2024) · High-Confidence Computing · doi:10.1016/j.hcc.2024.100234 · Cited by 16 · see citing works
Temporal Reward Discounting in Children with Attention Deficit/Hyperactivity Disorder (ADHD), and Children with Autism Spectrum Disorder (ASD): A Systematic Review
Paiva, G. C. D. C., Costa, D. D. S., Malloy‐Diniz, L. F., de Miranda, D. M., & de Paula, J. J. (2019) · Developmental Neuropsychology · doi:10.1080/87565641.2019.1667996 · Cited by 12 · see citing works
Transdiagnostic subtyping of males with developmental disorders using cortical characteristics
Itahashi, T., Fujino, J., Hashimoto, R., Tachibana, Y., Sato, T., Ohta, H., Nakamura, M., Kato, N., Eickhoff, S. B., Cortese, S., et al. (2020) · NeuroImage Clinical · doi:10.1016/j.nicl.2020.102288 · Cited by 12 · see citing works
Planning to make economic decisions in the future, but choosing impulsively now: are preference reversals related to symptoms of ADHD and depression?
Mies, G. W., de Water, E., & Scheres, A. (2016) · International Journal of Methods in Psychiatric Research · doi:10.1002/mpr.1511 · Cited by 12 · see citing works
Attention-Deficit/Hyperactivity Disorder Symptoms Are Associated with Greater Delay Discounting of Condom-Protected Sex and Money
Berry, M. S., Sweeney, M. M., Dolan, S. B., Johnson, P. S., Pennybaker, S. J., Rosch, K. S., & Johnson, M. W. (2020) · Archives of Sexual Behavior · doi:10.1007/s10508-020-01698-8 · Cited by 12 · see citing works
Methylphenidate-Elicited Distinct Neuropharmacological Activation Patterns Between Medication-Naive Attention Deficit Hyperactivity Disorder Children With and Without Comorbid Autism Spectrum Disorder: A Functional Near- Infrared Spectroscopy Study
Tokuda, T., Ikeda, T., Monden, Y., Mizushima, S. G., Inoue, T., Nagashima, M., Shimamura, K., Akari, A., Kobayashi, M. S., Kuroiwa, C., et al. (2018) · Neuropsychiatry · doi:10.4172/neuropsychiatry.1000418 · Cited by 11 · see citing works
The utility of parent-report screening tools in differentiating autism versus attention-deficit/hyperactivity disorder in school-age children
Guttentag, S., Bishop, S. L., Doggett, R. A., Shalev, R. A., Kaplan, M., Dyson, M. W., Cohen, M. T., Lord, C., & Martino, A. D. (2021) · Autism · doi:10.1177/13623613211030071 · Cited by 10 · see citing works
Autistic adults show enhanced generosity to socially distant others
Forbes, P., Chaliani, I., Schilbach, L., & Tobias Kalenscher, A. (2023) · Autism · doi:10.1177/13623613231190674 · Cited by 11 · see citing works
Functional Neuroimaging of Deficits in Cognitive Control
Mackie, M., & Fan, J. (2017) · Elsevier eBooks · doi:10.1016/b978-0-12-803676-1.00011-8 · Cited by 10 · see citing works
Temporal discounting and emotional self-regulation in children with attention-deficit/hyperactivity disorder
Utsumi, D. A., Miranda, M. C., & Muszkat, M. (2016) · Psychiatry Research · doi:10.1016/j.psychres.2016.10.056 · Cited by 12 · see citing works
The Association between Autism Spectrum Disorder and Precocious Puberty: Considering Effect Modification by Sex and Neuropsychiatric Comorbidities
Liu, Y., Liao, Y., Wen, M., Chen, V. C., & Chen, Y. (2024) · Journal of Personalized Medicine · doi:10.3390/jpm14060632 · Cited by 8 · see citing works
Sustained Attention and Working Memory in Children with Autism Spectrum Disorder
Alloway, T. P., & Lepere, A. (2019) · International Journal of Disability Development and Education · doi:10.1080/1034912x.2019.1634792 · Cited by 9 · see citing works
A Review of Executive Functions in Autism Spectrum Disorder and Attention Deficit Hyperactivity Disorder
Berenguer, C., Miranda, B. R., & Leader, G. (2018) · Journal of Educational and Developmental Psychology · doi:10.5539/jedp.v8n2p107 · Cited by 9 · see citing works
Striatal bases of temporal discounting in early adolescents
Hamilton, K. R., Smith, J. F., Gonçalves, S. F., Nketia, J., Tasheuras, O. N., Yoon, M., Rubia, K., Chirles, T. J., Lejuez, C. W., & Shackman, A. J. (2020) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2020.107492 · Cited by 9 · see citing works
Self-citation
A meta-analysis of neural systems underlying delay discounting: Implications for transdiagnostic researchPreprint
Lakhani, N. V., Souther, M. K., Boateng, B., & Kable, J. W. (2022) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2022.10.12.511959 · Cited by 9 · see citing works
A cognitive neuroscience approach to understanding aggression and its treatment
Blair, J., Habel, U., Votinov, M., Wagels, L., & Denson, T. F. (2025) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2025.106386 · Cited by 9 · see citing works
The use of a tablet-based app for investigating the influence of autistic and ADHD traits on performance in a complex drawing task
Savickaite, S., Morrison, C., Lux, E. J., Delafield‐Butt, J. T., & Simmons, D. R. (2022) · Behavior Research Methods · doi:10.3758/s13428-021-01746-8 · Cited by 8 · see citing works
Neural Correlates of Duration Discrimination in Young Adults with Autism Spectrum Disorder, Attention-Deficit/Hyperactivity Disorder and Their Comorbid Presentation
Lukito, S., O’Daly, O., Lythgoe, D. J., Whitwell, S., Debnam, A., Murphy, C. M., Ashwood, K. L., Stoencheva, V., Simonoff, E. A., & Rubia, K. (2018) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2018.00569 · Cited by 9 · see citing works
Self-citation
Towards Neurosubtypes in AutismPreprint
Hong, S., Vogelstein, J. T., Gozzi, A., Bernhardt, B. C., Yeo, B. T. T., Milham, M. P., & Martino, A. D. (2019) · doi:10.31234/osf.io/8az69 · Cited by 8 · see citing works
Reduced inferior fronto-insular-thalamic activation during failed inhibition in young adults with combined ASD and ADHD compared to typically developing and pure disorder groups
Lukito, S., O’Daly, O., Lythgoe, D. J., Hodsoll, J. P., Maltezos, S., Pitts, M. E., Simonoff, E. A., & Rubia, K. (2023) · Translational Psychiatry · doi:10.1038/s41398-023-02431-4 · Cited by 7 · see citing works
Self-citation
Sleep Disorders and Autism Spectrum Disorder
Miano, S., Giannotti, F., & Cortesi, F. (2016) · Springer eBooks · doi:10.1007/978-3-319-29695-1_8 · Cited by 7 · see citing works
The Status of Structural and Functional MRI in Adolescents with Attention-Deficit/Hyperactivity Disorder
Lin, G., & Roth, R. M. (2017) · Psychological Injury and Law · doi:10.1007/s12207-017-9296-4 · Cited by 7 · see citing works
Effective connectivity alterations of the triple network model in the co-occurrence of autism spectrum disorder and attention deficit hyperactivity disorder
Liu, H., Li, C., Qin, R., Li, L., Yuan, X., Chen, B., Chen, L., Li, T., & Wang, X. (2025) · Cerebral Cortex · doi:10.1093/cercor/bhaf047 · Cited by 6 · see citing works
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Self-citation

Authors: Chantiluke, K., Christakou, A., Murphy, C. M., Giampietro, V., Daly, E. M., Ecker, C., Brammer, M., Murphy, D. G., & Rubia, K.
Affiliations: King's College London (GB)
University of Reading (GB)
ORCID: Chantiluke, Kaylita
Christakou, Anastasia
Murphy, Clodagh M.
Giampietro, Vincent
Daly, Eileen M.
Brammer, Michael
Murphy, Declan G.
Rubia, Katya
Venue: Psychiatry Research: Neuroimaging
Publisher: Elsevier BV
Published: 2014-08
Volume: 223
Issue: 2
Pages: 113-120
ISSN: 0925-4927 (ISSN-L)
DOI: 10.1016/j.pscychresns.2014.04.006
OpenAlex: W1995696366
Cited by: 116
References: 55
Citations by year: 2026: 6 · 2025: 10 · 2024: 12 · 2023: 8 · 2022: 5 · 2021: 6 · 2020: 14 · 2019: 11 · 2018: 12 · 2017: 12 · 2016: 12 · 2015: 7 · 2014: 1
FWCI: 8.14
Type: journal article
Language: en
Open access: hybrid
doi.org
Licence: cc-by-nc-nd
www.elsevier.com/tdm/userlicense/1.0/ (tdm)
creativecommons.org/licenses/by-nc-nd/3.0/ (vor)
Locations: Psychiatry Research Neuroimaging (publishedVersion, cc-by-nc-nd)
PubMed (publishedVersion)
CentAUR (University of Reading) (submittedVersion)
ORCA Online Research @Cardiff (Cardiff University) (submittedVersion)
Research Portal (King's College London) (submittedVersion, cc-by-nc-nd)
Funders: Medical Research Council (MRC GO300155)
MRC UK Autism Imaging Multicentre Study (G0400061)
Topics: Health Sciences › Medicine › Psychiatry and Mental health › Attention Deficit Hyperactivity Disorder
Life Sciences › Neuroscience › Cognitive Neuroscience › Autism Spectrum Disorder Research
Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
Keywords: delay discounting, attention deficit hyperactivity disorder, autism spectrum disorder, delayed rewards, prefrontal cortex, ventral striatum, anterior cingulate cortex, brain-behavior relationship
MeSH terms: Adolescent, Attention Deficit Disorder with Hyperactivity, Autistic Disorder, Brain, Child, Child Development Disorders, Pervasive, Female, Gyrus Cinguli, Humans, Magnetic Resonance Imaging, Male, Reward, Comorbidity, Case-Control Studies, Prefrontal Cortex, Delay Discounting

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Disorder-specific functional abnormalities during temporal discounting in youth with attention Deficit Hyperactivity Disorder (ADHD), Autism and comorbid ADHD and Autism

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