Skip to main content
Top
Published in: Brain Topography 3/2018

Open Access 01-05-2018 | Original Paper

EEG Source Imaging Indices of Cognitive Control Show Associations with Dopamine System Genes

Authors: G. McLoughlin, J. Palmer, S. Makeig, N. Bigdely-Shamlo, T. Banaschewski, M. Laucht, D. Brandeis

Published in: Brain Topography | Issue 3/2018

Login to get access

Abstract

Cognitive or executive control is a critical mental ability, an important marker of mental illness, and among the most heritable of neurocognitive traits. Two candidate genes, catechol-O-methyltransferase (COMT) and DRD4, which both have a roles in the regulation of cortical dopamine, have been consistently associated with cognitive control. Here, we predicted that individuals with the COMT Met/Met allele would show improved response execution and inhibition as indexed by event-related potentials in a Go/NoGo task, while individuals with the DRD4 7-repeat allele would show impaired brain activity. We used independent component analysis (ICA) to separate brain source processes contributing to high-density EEG scalp signals recorded during the task. As expected, individuals with the DRD4 7-repeat polymorphism had reduced parietal P3 source and scalp responses to response (Go) compared to those without the 7-repeat. Contrary to our expectation, the COMT homozygous Met allele was associated with a smaller frontal P3 source and scalp response to response-inhibition (NoGo) stimuli, suggesting that while more dopamine in frontal cortical areas has advantages in some tasks, it may also compromise response inhibition function. An interaction effect emerged for P3 source responses to Go stimuli. These were reduced in those with both the 7-repeat DRD4 allele and either the COMT Val/Val or the Met/Met homozygous polymorphisms but not in those with the heterozygous Val/Met polymorphism. This epistatic interaction between DRD4 and COMT replicates findings that too little or too much dopamine impairs cognitive control. The anatomic and functional separated maximally independent cortical EEG sources proved more informative than scalp channel measures for genetic studies of brain function and thus better elucidate the complex mechanisms in psychiatric illness.
Appendix
Available only for authorised users
Literature
go back to reference Albrecht B et al (2014) Genetics of preparation and response control in ADHD: the role of DRD4 and DAT1. J Child Psychol Psychiatry 55:914–923PubMedCrossRef Albrecht B et al (2014) Genetics of preparation and response control in ADHD: the role of DRD4 and DAT1. J Child Psychol Psychiatry 55:914–923PubMedCrossRef
go back to reference Anokhin AP, Heath AC, Myers E (2004) Genetics, prefrontal cortex, and cognitive control: a twin study of event-related brain potentials in a response inhibition task. Neurosci Lett 368:314–318PubMedCrossRef Anokhin AP, Heath AC, Myers E (2004) Genetics, prefrontal cortex, and cognitive control: a twin study of event-related brain potentials in a response inhibition task. Neurosci Lett 368:314–318PubMedCrossRef
go back to reference Auerbach JG, Benjamin J, Faroy M, Geller V, Ebstein R (2001) DRD4 related to infant attention and information processing: a developmental link to ADHD? Psychiatr Genet 11:31–35PubMedCrossRef Auerbach JG, Benjamin J, Faroy M, Geller V, Ebstein R (2001) DRD4 related to infant attention and information processing: a developmental link to ADHD? Psychiatr Genet 11:31–35PubMedCrossRef
go back to reference Banaschewski T, Brandeis D, Heinrich H, Albrecht B, Brunner E, Rothenberger A (2003) Association of ADHD and conduct disorder–brain electrical evidence for the existence of a distinct subtype. J Child Psychol Psychiatry 44:356–376PubMedCrossRef Banaschewski T, Brandeis D, Heinrich H, Albrecht B, Brunner E, Rothenberger A (2003) Association of ADHD and conduct disorder–brain electrical evidence for the existence of a distinct subtype. J Child Psychol Psychiatry 44:356–376PubMedCrossRef
go back to reference Banaschewski T, Brandeis D, Heinrich H, Albrecht B, Brunner E, Rothenberger A (2004) Questioning inhibitory control as the specific deficit of ADHD–evidence from brain electrical activity. J Neural Transm 111:841–864PubMedCrossRef Banaschewski T, Brandeis D, Heinrich H, Albrecht B, Brunner E, Rothenberger A (2004) Questioning inhibitory control as the specific deficit of ADHD–evidence from brain electrical activity. J Neural Transm 111:841–864PubMedCrossRef
go back to reference Banaschewski T, Becker K, Scherag S, Franke B, Coghill D (2010) Molecular genetics of attention-deficit/hyperactivity disorder: an overview. Eur Child Adolesc Psychiatry 19:237–257PubMedPubMedCentralCrossRef Banaschewski T, Becker K, Scherag S, Franke B, Coghill D (2010) Molecular genetics of attention-deficit/hyperactivity disorder: an overview. Eur Child Adolesc Psychiatry 19:237–257PubMedPubMedCentralCrossRef
go back to reference Barkley RA, Smith KM, Fischer M, Navia B (2006) An examination of the behavioral and neuropsychological correlates of three ADHD candidate gene polymorphisms (DRD4 7+, DBH TaqI A2, and DAT1 40 bp VNTR) in hyperactive and normal children followed to adulthood American. J Med Genet Part B 141:487–498CrossRef Barkley RA, Smith KM, Fischer M, Navia B (2006) An examination of the behavioral and neuropsychological correlates of three ADHD candidate gene polymorphisms (DRD4 7+, DBH TaqI A2, and DAT1 40 bp VNTR) in hyperactive and normal children followed to adulthood American. J Med Genet Part B 141:487–498CrossRef
go back to reference Beaulieu J-M, Gainetdinov RR (2011) The physiology, signaling, and pharmacology of dopamine receptors. Pharmacol Rev 63:182–217PubMedCrossRef Beaulieu J-M, Gainetdinov RR (2011) The physiology, signaling, and pharmacology of dopamine receptors. Pharmacol Rev 63:182–217PubMedCrossRef
go back to reference Bellgrove MA, Hawi Z, Lowe N, Kirley A, Robertson IH, Gill M (2005) DRD4 gene variants and sustained attention in attention deficit hyperactivity disorder (ADHD): effects of associated alleles at the VNTR and –521. SNP Am J Med Genet B 136B:81–86CrossRef Bellgrove MA, Hawi Z, Lowe N, Kirley A, Robertson IH, Gill M (2005) DRD4 gene variants and sustained attention in attention deficit hyperactivity disorder (ADHD): effects of associated alleles at the VNTR and –521. SNP Am J Med Genet B 136B:81–86CrossRef
go back to reference Bender S, Weisbrod M, Resch F, Oelkers-Ax R (2007) Stereotyped topography of different elevated contingent negative variation components in children with migraine without aura points towards a subcortical dysfunction. Pain 127:221–233. doi:10.1016/j.pain.2006.08.017 PubMedCrossRef Bender S, Weisbrod M, Resch F, Oelkers-Ax R (2007) Stereotyped topography of different elevated contingent negative variation components in children with migraine without aura points towards a subcortical dysfunction. Pain 127:221–233. doi:10.​1016/​j.​pain.​2006.​08.​017 PubMedCrossRef
go back to reference Bender S et al (2012a) Dopamine inactivation efficacy related to functional DAT1 and COMT variants influences motor response evaluation. PloS One 7:e37814PubMedPubMedCentralCrossRef Bender S et al (2012a) Dopamine inactivation efficacy related to functional DAT1 and COMT variants influences motor response evaluation. PloS One 7:e37814PubMedPubMedCentralCrossRef
go back to reference Bender S et al (2015) Variability of single trial brain activation predicts fluctuations in reaction time. Biol Psychol 106:50–60PubMedCrossRef Bender S et al (2015) Variability of single trial brain activation predicts fluctuations in reaction time. Biol Psychol 106:50–60PubMedCrossRef
go back to reference Bertolino A et al (2004) Interaction of COMT Val108/158 Met genotype and olanzapine treatment on prefrontal cortical function in patients with schizophrenia. Am J Psychiatry 161:1798–1805PubMedCrossRef Bertolino A et al (2004) Interaction of COMT Val108/158 Met genotype and olanzapine treatment on prefrontal cortical function in patients with schizophrenia. Am J Psychiatry 161:1798–1805PubMedCrossRef
go back to reference Biederman J, Kim JW, Doyle AE, Mick E, Fagerness J, Smoller JW, Faraone SV (2008) Sexually dimorphic effects of four genes (COMT, SLC6A2, MAOA, SLC6A4) in genetic associations of ADHD: a preliminary study American. J Med Genet Part B 147:1511–1518CrossRef Biederman J, Kim JW, Doyle AE, Mick E, Fagerness J, Smoller JW, Faraone SV (2008) Sexually dimorphic effects of four genes (COMT, SLC6A2, MAOA, SLC6A4) in genetic associations of ADHD: a preliminary study American. J Med Genet Part B 147:1511–1518CrossRef
go back to reference Blasi G et al (2005) Effect of catechol-O-methyltransferase val158met genotype on attentional control. J Neurosci 25:5038–5045PubMedCrossRef Blasi G et al (2005) Effect of catechol-O-methyltransferase val158met genotype on attentional control. J Neurosci 25:5038–5045PubMedCrossRef
go back to reference Brandeis D, Banaschewski T, Albrecht B, Rothenberger A, Steinhausen H (2006) Brainmapping of attention and inhibition in ADHD sib pairs using CPT variants European Network on Hyperkinetic Disorders (EUNETHYDIS), Brandeis D, Banaschewski T, Albrecht B, Rothenberger A, Steinhausen H (2006) Brainmapping of attention and inhibition in ADHD sib pairs using CPT variants European Network on Hyperkinetic Disorders (EUNETHYDIS),
go back to reference Buschman TJ, Miller EK (2007) Top-down versus bottom-up control of attention in the prefrontal and posterior parietal cortices. Science 315:1860–1862PubMedCrossRef Buschman TJ, Miller EK (2007) Top-down versus bottom-up control of attention in the prefrontal and posterior parietal cortices. Science 315:1860–1862PubMedCrossRef
go back to reference Casey C, Craddock BJ, Cuthbert N, Hyman BN, Lee SE, Ressler FS KJ (2013) DSM-5 and RDoC: progress in psychiatry research? Nat Rev Neurosci 14:810–814PubMedPubMedCentralCrossRef Casey C, Craddock BJ, Cuthbert N, Hyman BN, Lee SE, Ressler FS KJ (2013) DSM-5 and RDoC: progress in psychiatry research? Nat Rev Neurosci 14:810–814PubMedPubMedCentralCrossRef
go back to reference Castellanos FX, Proal E (2012) Large-scale brain systems in ADHD: beyond the prefrontal-striatal model. Trends Cogn Sci 16:17–26PubMedCrossRef Castellanos FX, Proal E (2012) Large-scale brain systems in ADHD: beyond the prefrontal-striatal model. Trends Cogn Sci 16:17–26PubMedCrossRef
go back to reference Cohen J (1988) Statistical power analysis for the behavioral sciences, 2nd edn. Lawrence Erlbaum, New Jersey Cohen J (1988) Statistical power analysis for the behavioral sciences, 2nd edn. Lawrence Erlbaum, New Jersey
go back to reference Colzato LS, Waszak F, Nieuwenhuis S, Posthuma D, Hommel B (2010) The flexible mind is associated with the catechol-O-methyltransferase (COMT) Val 158 Met polymorphism: evidence for a role of dopamine in the control of task-switching. Neuropsychologia 48:2764–2768PubMedCrossRef Colzato LS, Waszak F, Nieuwenhuis S, Posthuma D, Hommel B (2010) The flexible mind is associated with the catechol-O-methyltransferase (COMT) Val 158 Met polymorphism: evidence for a role of dopamine in the control of task-switching. Neuropsychologia 48:2764–2768PubMedCrossRef
go back to reference Committee PGCC (2009) Genomewide association studies: history, rationale, and prospects for psychiatric disorders. Am J Psychiatry 166:540–556CrossRef Committee PGCC (2009) Genomewide association studies: history, rationale, and prospects for psychiatric disorders. Am J Psychiatry 166:540–556CrossRef
go back to reference Congdon E, Constable RT, Lesch KP, Canli T (2009) Influence of SLC6A3 and COMT variation on neural activation during response inhibition. Biol Psychol 81:144–152PubMedPubMedCentralCrossRef Congdon E, Constable RT, Lesch KP, Canli T (2009) Influence of SLC6A3 and COMT variation on neural activation during response inhibition. Biol Psychol 81:144–152PubMedPubMedCentralCrossRef
go back to reference Cools R (2008) Role of dopamine in the motivational and cognitive control of behavior. Neuroscientist 14:381–395PubMedCrossRef Cools R (2008) Role of dopamine in the motivational and cognitive control of behavior. Neuroscientist 14:381–395PubMedCrossRef
go back to reference Coull J, Frith C, Frackowiak RSJ, Grasby P (1996) A fronto-parietal network for rapid visual information processing: a PET study of sustained attention and working memory. Neuropsychologia 34:1085–1095PubMedCrossRef Coull J, Frith C, Frackowiak RSJ, Grasby P (1996) A fronto-parietal network for rapid visual information processing: a PET study of sustained attention and working memory. Neuropsychologia 34:1085–1095PubMedCrossRef
go back to reference Delorme A, Makeig S (2004) EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J Neurosci Methods 134:9–21PubMedCrossRef Delorme A, Makeig S (2004) EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J Neurosci Methods 134:9–21PubMedCrossRef
go back to reference DeYoung CG et al (2010) Variation in the catechol-O-methyltransferase Val158Met polymorphism associated with conduct disorder and ADHD symptoms among adolescent male delinquents. Psychiatric Genet 20:20CrossRef DeYoung CG et al (2010) Variation in the catechol-O-methyltransferase Val158Met polymorphism associated with conduct disorder and ADHD symptoms among adolescent male delinquents. Psychiatric Genet 20:20CrossRef
go back to reference Diamond A, Briand L, Fossella J, Gehlbach L (2014) Genetic and neurochemical modulation of prefrontal cognitive functions in children. Am J Psychiatry 161:125–132CrossRef Diamond A, Briand L, Fossella J, Gehlbach L (2014) Genetic and neurochemical modulation of prefrontal cognitive functions in children. Am J Psychiatry 161:125–132CrossRef
go back to reference Doehnert M, Brandeis D, Straub M, Steinhausen HC, Drechsler R (2008) Slow cortical potential neurofeedback in attention deficit hyperactivity disorder: is there neurophysiological evidence for specific effects? JNeural Transm 115:1445–1456CrossRef Doehnert M, Brandeis D, Straub M, Steinhausen HC, Drechsler R (2008) Slow cortical potential neurofeedback in attention deficit hyperactivity disorder: is there neurophysiological evidence for specific effects? JNeural Transm 115:1445–1456CrossRef
go back to reference Doehnert M, Brandeis D, Imhof K, Drechsler R, Steinhausen HC (2010) Mapping attention-deficit/hyperactivity disorder from childhood to adolescence—no neurophysiologic evidence for a developmental lag of attention but some for inhibition BiolPsychiatry. 67:608–616 Doehnert M, Brandeis D, Imhof K, Drechsler R, Steinhausen HC (2010) Mapping attention-deficit/hyperactivity disorder from childhood to adolescence—no neurophysiologic evidence for a developmental lag of attention but some for inhibition BiolPsychiatry. 67:608–616
go back to reference Drabant EM et al (2006) Catechol O-methyltransferase val158met genotype and neural mechanisms related to affective arousal and regulation. Arch Gen Psychiatry 63:1396–1406PubMedCrossRef Drabant EM et al (2006) Catechol O-methyltransferase val158met genotype and neural mechanisms related to affective arousal and regulation. Arch Gen Psychiatry 63:1396–1406PubMedCrossRef
go back to reference Durstewitz D, Seamans JK (2008) The dual-state theory of prefrontal cortex dopamine function with relevance to catechol-O-methyltransferase genotypes and schizophrenia. Biol Psychiatry 64:739–749PubMedCrossRef Durstewitz D, Seamans JK (2008) The dual-state theory of prefrontal cortex dopamine function with relevance to catechol-O-methyltransferase genotypes and schizophrenia. Biol Psychiatry 64:739–749PubMedCrossRef
go back to reference Ehlis A-C, Reif A, Herrmann MJ, Lesch K-P, Fallgatter AJ (2007) Impact of catechol-O-methyltransferase on prefrontal brain functioning in schizophrenia spectrum disorders. Neuropsychopharmacology 32:162–170PubMedCrossRef Ehlis A-C, Reif A, Herrmann MJ, Lesch K-P, Fallgatter AJ (2007) Impact of catechol-O-methyltransferase on prefrontal brain functioning in schizophrenia spectrum disorders. Neuropsychopharmacology 32:162–170PubMedCrossRef
go back to reference Fallgatter AJ, Brandeis D, Strik WK (1997) A robust assessment of the NoGo-anteriorisation of P300 microstates in a cued continuous performance. Test Brain Topogr 9:295–302PubMedCrossRef Fallgatter AJ, Brandeis D, Strik WK (1997) A robust assessment of the NoGo-anteriorisation of P300 microstates in a cued continuous performance. Test Brain Topogr 9:295–302PubMedCrossRef
go back to reference Faraone SV, Doyle AE, Mick E, Biederman J (2001) Meta-analysis of the association between the 7-repeat allele of the dopamine D(4) receptor gene and attention deficit hyperactivity disorder. Am J Psychiatry 158:1052–1057PubMedCrossRef Faraone SV, Doyle AE, Mick E, Biederman J (2001) Meta-analysis of the association between the 7-repeat allele of the dopamine D(4) receptor gene and attention deficit hyperactivity disorder. Am J Psychiatry 158:1052–1057PubMedCrossRef
go back to reference Faraone SV, Perlis RH, Doyle AE, Smoller JW, Goralnick JJ, Holmgren MA, Sklar P (2005) Molecular genetics of attention-deficit/hyperactivity disorder. Biol Psychiatry 57:1313–1323PubMedCrossRef Faraone SV, Perlis RH, Doyle AE, Smoller JW, Goralnick JJ, Holmgren MA, Sklar P (2005) Molecular genetics of attention-deficit/hyperactivity disorder. Biol Psychiatry 57:1313–1323PubMedCrossRef
go back to reference Friedman NP, Miyake A, Young SE, DeFries JC, Corley RP, Hewitt JK (2008) Individual differences in executive functions are almost entirely genetic in origin. J Exp Psychol Gen 137:201PubMedPubMedCentralCrossRef Friedman NP, Miyake A, Young SE, DeFries JC, Corley RP, Hewitt JK (2008) Individual differences in executive functions are almost entirely genetic in origin. J Exp Psychol Gen 137:201PubMedPubMedCentralCrossRef
go back to reference Gallinat J et al (2003) Association of the G1947A COMT (Val 108/158 Met) gene polymorphism with prefrontal P300 during information processing. Biol Psychiatry 54:40–48PubMedCrossRef Gallinat J et al (2003) Association of the G1947A COMT (Val 108/158 Met) gene polymorphism with prefrontal P300 during information processing. Biol Psychiatry 54:40–48PubMedCrossRef
go back to reference Goldberg TE, Weinberger DR (2004) Genes and the parsing of cognitive processes. Trends Cogn Sci 8:325–335PubMedCrossRef Goldberg TE, Weinberger DR (2004) Genes and the parsing of cognitive processes. Trends Cogn Sci 8:325–335PubMedCrossRef
go back to reference Goldman-Rakic PS, Muly EC III, Williams GV (2000) D 1 receptors in prefrontal cells and circuits. Brain Res Rev 31:295–301PubMedCrossRef Goldman-Rakic PS, Muly EC III, Williams GV (2000) D 1 receptors in prefrontal cells and circuits. Brain Res Rev 31:295–301PubMedCrossRef
go back to reference Gottesman II, Gould TD (2003) The endophenotype concept in psychiatry: etymology and strategic intentions. Am J Psychiatry 160: 636–645PubMedCrossRef Gottesman II, Gould TD (2003) The endophenotype concept in psychiatry: etymology and strategic intentions. Am J Psychiatry 160: 636–645PubMedCrossRef
go back to reference Holmes AJ, MacDonald A, Carter CS, Barch DM, Stenger VA, Cohen JD (2005) Prefrontal functioning during context processing in schizophrenia and major depression: an event-related fMRI study. Schizophrenia Res 76:199–206CrossRef Holmes AJ, MacDonald A, Carter CS, Barch DM, Stenger VA, Cohen JD (2005) Prefrontal functioning during context processing in schizophrenia and major depression: an event-related fMRI study. Schizophrenia Res 76:199–206CrossRef
go back to reference Hong S-B et al (2014) Connectomic disturbances in attention-deficit/hyperactivity disorder: a whole-brain tractography. Anal Biol Psychiatry 76:656–663CrossRef Hong S-B et al (2014) Connectomic disturbances in attention-deficit/hyperactivity disorder: a whole-brain tractography. Anal Biol Psychiatry 76:656–663CrossRef
go back to reference Hong SB et al (2015) COMT genotype affects brain white matter pathways in attention-deficit/hyperactivity disorder. Hum Brain Mapp 36:367–377PubMedCrossRef Hong SB et al (2015) COMT genotype affects brain white matter pathways in attention-deficit/hyperactivity disorder. Hum Brain Mapp 36:367–377PubMedCrossRef
go back to reference Huang-Pollock CL, Karalunas SL, Tam H, Moore AN (2012) Evaluating vigilance deficits in ADHD: a meta-analysis of CPT performance. J Abnorm Psychol 121:360PubMedPubMedCentralCrossRef Huang-Pollock CL, Karalunas SL, Tam H, Moore AN (2012) Evaluating vigilance deficits in ADHD: a meta-analysis of CPT performance. J Abnorm Psychol 121:360PubMedPubMedCentralCrossRef
go back to reference Insel TR (2014) The NIMH research domain criteria (RDoC) project: precision medicine for psychiatry American. J Psychiatry 171:395–397 Insel TR (2014) The NIMH research domain criteria (RDoC) project: precision medicine for psychiatry American. J Psychiatry 171:395–397
go back to reference Jaspar M, Manard M, Dideberg V, Bours V, Maquet P, Collette F (2014) Influence of COMT genotype on antero-posterior cortical functional connectivity underlying interference resolution Cereb Cortex. doi:10.1093/cercor/bhu188 PubMed Jaspar M, Manard M, Dideberg V, Bours V, Maquet P, Collette F (2014) Influence of COMT genotype on antero-posterior cortical functional connectivity underlying interference resolution Cereb Cortex. doi:10.​1093/​cercor/​bhu188 PubMed
go back to reference Johnson KA et al. (2008) Absence of the 7-repeat variant of the DRD4 VNTR is associated with drifting sustained attention in children with ADHD but not in controls. Am J Med Genet B 147B:927–937CrossRef Johnson KA et al. (2008) Absence of the 7-repeat variant of the DRD4 VNTR is associated with drifting sustained attention in children with ADHD but not in controls. Am J Med Genet B 147B:927–937CrossRef
go back to reference Joober R et al (2002) Catechol-O-methyltransferase Val-108/158-Met gene variants associated with performance on the Wisconsin card sorting test. Arch Gen Psychiatry 59:662–663PubMedCrossRef Joober R et al (2002) Catechol-O-methyltransferase Val-108/158-Met gene variants associated with performance on the Wisconsin card sorting test. Arch Gen Psychiatry 59:662–663PubMedCrossRef
go back to reference Kendler KS, Eaves LJ (2005) Psychiatric genetics (review of Psychiatry). American Psychiatric Association, Arlington, VA Kendler KS, Eaves LJ (2005) Psychiatric genetics (review of Psychiatry). American Psychiatric Association, Arlington, VA
go back to reference Kiphardt EJ SF (1974) Körperkoordinationstest für Kinder (KTK). Beltz, Weinheim Kiphardt EJ SF (1974) Körperkoordinationstest für Kinder (KTK). Beltz, Weinheim
go back to reference Konrad K et al (2010) Familiality and molecular genetics of attention networks in ADHD American. J Med Genet Part B 153:148–158 Konrad K et al (2010) Familiality and molecular genetics of attention networks in ADHD American. J Med Genet Part B 153:148–158
go back to reference Kramer UM et al (2007) The impact of catechol-O-methyltransferase and dopamine D4 receptor genotypes on neurophysiological markers of. performance monitoring. J Neurosci 27:14190–14198PubMedCrossRef Kramer UM et al (2007) The impact of catechol-O-methyltransferase and dopamine D4 receptor genotypes on neurophysiological markers of. performance monitoring. J Neurosci 27:14190–14198PubMedCrossRef
go back to reference Lachman HM, Papolos DF, Saito T, Yu Y-M, Szumlanski CL, Weinshilboum RM (1996) Human catechol-O-methyltransferase pharmacogenetics: description of a functional polymorphism and its potential application to neuropsychiatric disorders. Pharmacogenet Genom 6:243–250CrossRef Lachman HM, Papolos DF, Saito T, Yu Y-M, Szumlanski CL, Weinshilboum RM (1996) Human catechol-O-methyltransferase pharmacogenetics: description of a functional polymorphism and its potential application to neuropsychiatric disorders. Pharmacogenet Genom 6:243–250CrossRef
go back to reference Laucht M, Esser G, Schmidt MH (1997a) Developmental outcome of infants born with biological and psychosocial risks. J Child Psychol Psychiatry 38:843–853PubMedCrossRef Laucht M, Esser G, Schmidt MH (1997a) Developmental outcome of infants born with biological and psychosocial risks. J Child Psychol Psychiatry 38:843–853PubMedCrossRef
go back to reference Laucht M, Esser G, Schmidt MH (1997b) Developmental outcome of infants born with biological and psychosocial risks. J Child Psychol Psychiatry 38:843–853PubMedCrossRef Laucht M, Esser G, Schmidt MH (1997b) Developmental outcome of infants born with biological and psychosocial risks. J Child Psychol Psychiatry 38:843–853PubMedCrossRef
go back to reference Laucht M et al (2000) Behavioral sequelae of perinatal insults and early family adversity at 8 years of age. J Am Acad Child Adolesc Psychiatry 39:1229–1237PubMedCrossRef Laucht M et al (2000) Behavioral sequelae of perinatal insults and early family adversity at 8 years of age. J Am Acad Child Adolesc Psychiatry 39:1229–1237PubMedCrossRef
go back to reference Lee J, Park S (2006) The role of stimulus salience in CPT-AX performance of schizophrenia patients. Schizophr Res 81:191–197PubMedCrossRef Lee J, Park S (2006) The role of stimulus salience in CPT-AX performance of schizophrenia patients. Schizophr Res 81:191–197PubMedCrossRef
go back to reference Lenartowicz A et al (2014) Electroencephalography correlates of spatial working memory deficits in attention-deficit/hyperactivity disorder: vigilance, encoding, and maintenance. J Neurosci 34:1171–1182PubMedPubMedCentralCrossRef Lenartowicz A et al (2014) Electroencephalography correlates of spatial working memory deficits in attention-deficit/hyperactivity disorder: vigilance, encoding, and maintenance. J Neurosci 34:1171–1182PubMedPubMedCentralCrossRef
go back to reference Li D, Sham PC, Owen MJ, He L (2006) Meta-analysis shows significant association between dopamine system genes and attention deficit hyperactivity disorder. HumMolGenet 15:2276–2284 Li D, Sham PC, Owen MJ, He L (2006) Meta-analysis shows significant association between dopamine system genes and attention deficit hyperactivity disorder. HumMolGenet 15:2276–2284
go back to reference Lichter JB, Barr CL, Kennedy JL, Van Tol HH, Kidd KK, Livak KJ (1993) A hypervariable segment in the human dopamine receptor D4 (DRD4) gene. Hum Mol Genet 2:767–773PubMedCrossRef Lichter JB, Barr CL, Kennedy JL, Van Tol HH, Kidd KK, Livak KJ (1993) A hypervariable segment in the human dopamine receptor D4 (DRD4) gene. Hum Mol Genet 2:767–773PubMedCrossRef
go back to reference Liu B, Song M, Li J, Liu Y, Li K, Yu C, Jiang T (2010) Prefrontal-related functional connectivities within the default network are modulated by COMT val158met in healthy young adults. J Neurosci 30:64–69PubMedCrossRef Liu B, Song M, Li J, Liu Y, Li K, Yu C, Jiang T (2010) Prefrontal-related functional connectivities within the default network are modulated by COMT val158met in healthy young adults. J Neurosci 30:64–69PubMedCrossRef
go back to reference Loo SK et al (2010) Familial clustering and DRD4 effects on electroencephalogram measures in multiplex families with attention deficit/hyperactivity disorder. J Am Acad Child Adolesc Psychiatry 49:368–377PubMedPubMedCentral Loo SK et al (2010) Familial clustering and DRD4 effects on electroencephalogram measures in multiplex families with attention deficit/hyperactivity disorder. J Am Acad Child Adolesc Psychiatry 49:368–377PubMedPubMedCentral
go back to reference Lundervold AJ, Stickert M, Hysing M, Sørensen L, Gillberg C, Posserud M-B (2012) Attention deficits in children with combined autism and adhd: a cpt study. J Atten Disord. doi:10.1177/1087054712453168 Lundervold AJ, Stickert M, Hysing M, Sørensen L, Gillberg C, Posserud M-B (2012) Attention deficits in children with combined autism and adhd: a cpt study. J Atten Disord. doi:10.​1177/​1087054712453168​
go back to reference Luu P, Tucker DM, Makeig S (2004) Frontal midline theta and the error-related negativity: neurophysiological mechanisms of action regulation ClinNeurophysiol. 115:1821–1835 Luu P, Tucker DM, Makeig S (2004) Frontal midline theta and the error-related negativity: neurophysiological mechanisms of action regulation ClinNeurophysiol. 115:1821–1835
go back to reference Macare C, Meindl T, Nenadic I, Rujescu D, Ettinger U (2014) Preliminary findings on the heritability of the neural correlates of response inhibition. Biol Psychol 103:19–23PubMedCrossRef Macare C, Meindl T, Nenadic I, Rujescu D, Ettinger U (2014) Preliminary findings on the heritability of the neural correlates of response inhibition. Biol Psychol 103:19–23PubMedCrossRef
go back to reference Makeig S BA, Jung T-P, Sejnowski TJ (1996) Independent component analysis of electroencephalographic data. In: Touretzky MMaMH D (ed) Advances in Neural Information Processing Systems. MIT Press, Cambridge MA, pp 145–151 Makeig S BA, Jung T-P, Sejnowski TJ (1996) Independent component analysis of electroencephalographic data. In: Touretzky MMaMH D (ed) Advances in Neural Information Processing Systems. MIT Press, Cambridge MA, pp 145–151
go back to reference Makeig S, Jung TP, Bell AJ, Ghahremani D, Sejnowski TJ (1997) Blind separation of auditory event-related brain responses into independent components ProcNatlAcadSciUSA. 94:10979–10984 Makeig S, Jung TP, Bell AJ, Ghahremani D, Sejnowski TJ (1997) Blind separation of auditory event-related brain responses into independent components ProcNatlAcadSciUSA. 94:10979–10984
go back to reference McLoughlin G, Asherson P, Albrecht B, Banaschewski T, Rothenberger A, Brandeis D, Kuntsi J (2011) Cognitive-electrophysiological indices of attentional and inhibitory processing in adults with ADHD: familial effects Behavioral and Brain Functions 7 McLoughlin G, Asherson P, Albrecht B, Banaschewski T, Rothenberger A, Brandeis D, Kuntsi J (2011) Cognitive-electrophysiological indices of attentional and inhibitory processing in adults with ADHD: familial effects Behavioral and Brain Functions 7
go back to reference McLoughlin G, Palmer JA, Rijsdijk F, Makeig S (2014) Genetic overlap between evoked frontocentral theta-band phase variability, reaction time variability, and attention-deficit/hyperactivity disorder symptoms in a twin study. Biol Psychiatry 75:238–247. doi:10.1016/j.biopsych.2013.07.020 PubMedCrossRef McLoughlin G, Palmer JA, Rijsdijk F, Makeig S (2014) Genetic overlap between evoked frontocentral theta-band phase variability, reaction time variability, and attention-deficit/hyperactivity disorder symptoms in a twin study. Biol Psychiatry 75:238–247. doi:10.​1016/​j.​biopsych.​2013.​07.​020 PubMedCrossRef
go back to reference Meyer-Lindenberg A, Weinberger DR (2006) Intermediate phenotypes and genetic mechanisms of psychiatric disorders. Nat Rev Neurosci 7:818–827PubMedCrossRef Meyer-Lindenberg A, Weinberger DR (2006) Intermediate phenotypes and genetic mechanisms of psychiatric disorders. Nat Rev Neurosci 7:818–827PubMedCrossRef
go back to reference Millan MJ et al (2012) Cognitive dysfunction in psychiatric disorders: characteristics, causes and the quest for improved therapy. Nat Rev Drug Discov 11:141–168PubMedCrossRef Millan MJ et al (2012) Cognitive dysfunction in psychiatric disorders: characteristics, causes and the quest for improved therapy. Nat Rev Drug Discov 11:141–168PubMedCrossRef
go back to reference Nieoullon A (2002) Dopamine and the regulation of cognition and attention. Prog Neurobiol 67:53–83PubMedCrossRef Nieoullon A (2002) Dopamine and the regulation of cognition and attention. Prog Neurobiol 67:53–83PubMedCrossRef
go back to reference Nolan KA, Bilder RM, Lachman HM, Volavka J (2004) Catechol O-methyltransferase Val158Met polymorphism in schizophrenia: differential effects of Val and Met alleles on cognitive stability and flexibility American. J Psychiatry 161:359–361 Nolan KA, Bilder RM, Lachman HM, Volavka J (2004) Catechol O-methyltransferase Val158Met polymorphism in schizophrenia: differential effects of Val and Met alleles on cognitive stability and flexibility American. J Psychiatry 161:359–361
go back to reference Organization WH (2014) Preventing suicide: a global imperative. World Health Organization, Geneva Organization WH (2014) Preventing suicide: a global imperative. World Health Organization, Geneva
go back to reference Plewnia C, Zwissler B, Längst I, Maurer B, Giel K, Krüger R (2013) Effects of transcranial direct current stimulation (tDCS) on executive functions: influence of COMT Val/Met. Polymorph Cortex 49:1801–1807CrossRef Plewnia C, Zwissler B, Längst I, Maurer B, Giel K, Krüger R (2013) Effects of transcranial direct current stimulation (tDCS) on executive functions: influence of COMT Val/Met. Polymorph Cortex 49:1801–1807CrossRef
go back to reference Ptacek R, Kuzelova H, Stefano GB (2011) Dopamine D4 receptor gene DRD4 and its association with psychiatric disorders. Med Sci Rev 17:RA215–RA220 Ptacek R, Kuzelova H, Stefano GB (2011) Dopamine D4 receptor gene DRD4 and its association with psychiatric disorders. Med Sci Rev 17:RA215–RA220
go back to reference Cattell RB (1960) Culture fair intelligence test, scale 2. 3rd edn. Institute for Personality and Ability Testing., Champaign Cattell RB (1960) Culture fair intelligence test, scale 2. 3rd edn. Institute for Personality and Ability Testing., Champaign
go back to reference RC O (1971) The assessment and analysis of handedness: the Edinburgh inventory. Neuropsychologia 9: 97–113 RC O (1971) The assessment and analysis of handedness: the Edinburgh inventory. Neuropsychologia 9: 97–113
go back to reference RH W (1987) Grundintelligenztest CFT 20. Hogrefe, Göttingen RH W (1987) Grundintelligenztest CFT 20. Hogrefe, Göttingen
go back to reference Rissling AJ, Miyakoshi M, Sugar CA, Braff DL, Makeig S, Light GA (2014) Cortical substrates and functional correlates of auditory deviance processing deficits in schizophrenia. Neuroimage Clin 6:424–437PubMedPubMedCentralCrossRef Rissling AJ, Miyakoshi M, Sugar CA, Braff DL, Makeig S, Light GA (2014) Cortical substrates and functional correlates of auditory deviance processing deficits in schizophrenia. Neuroimage Clin 6:424–437PubMedPubMedCentralCrossRef
go back to reference Royall DR et al (2002) Executive control function: a review of its promise and challenges for clinical research. A report from the Committee on Research of the American Neuropsychiatric Association The. J Neuropsychiatry Clin Neurosci 14:377–405PubMedCrossRef Royall DR et al (2002) Executive control function: a review of its promise and challenges for clinical research. A report from the Committee on Research of the American Neuropsychiatric Association The. J Neuropsychiatry Clin Neurosci 14:377–405PubMedCrossRef
go back to reference Salgado-Pineda P, Junqué C, Vendrell P, Baeza I, Bargalló N, Falcón C, Bernardo M (2004) Decreased cerebral activation during CPT performance: structural and functional deficits. Schizophrenic Patients Neuroimage 21:840–847PubMed Salgado-Pineda P, Junqué C, Vendrell P, Baeza I, Bargalló N, Falcón C, Bernardo M (2004) Decreased cerebral activation during CPT performance: structural and functional deficits. Schizophrenic Patients Neuroimage 21:840–847PubMed
go back to reference Schmidt LA, Fox NA, Rubin KH, Hu S, Hamer DH (2002) Molecular genetics of shyness and aggression in preschoolers. Personality Individ Differ 33:227–238CrossRef Schmidt LA, Fox NA, Rubin KH, Hu S, Hamer DH (2002) Molecular genetics of shyness and aggression in preschoolers. Personality Individ Differ 33:227–238CrossRef
go back to reference Soeiro-De-Souza MG, Stanford MS, Bio DS, Machado-Vieira R, Moreno RA (2013) Association of the COMT Met158 allele with trait impulsivity in healthy young adults. Mol Med Rep 7:1067–1072PubMedCrossRef Soeiro-De-Souza MG, Stanford MS, Bio DS, Machado-Vieira R, Moreno RA (2013) Association of the COMT Met158 allele with trait impulsivity in healthy young adults. Mol Med Rep 7:1067–1072PubMedCrossRef
go back to reference Stefanis NC, Van Os J, Avramopoulos D, Smyrnis N, Evdokimidis I, Hantoumi I, Stefanis CN (2004) Variation in catechol-O-methyltransferase val158 met genotype associated with schizotypy but not cognition: a population study in 543 young men. Biol Psychiatry 56:510–515PubMedCrossRef Stefanis NC, Van Os J, Avramopoulos D, Smyrnis N, Evdokimidis I, Hantoumi I, Stefanis CN (2004) Variation in catechol-O-methyltransferase val158 met genotype associated with schizotypy but not cognition: a population study in 543 young men. Biol Psychiatry 56:510–515PubMedCrossRef
go back to reference Sullivan P (2011) Don’t give up on GWAS Molecular psychiatry Sullivan P (2011) Don’t give up on GWAS Molecular psychiatry
go back to reference Swanson J et al (2000) Attention deficit/hyperactivity disorder children with a 7-repeat allele of the dopamine receptor D4 gene have extreme behavior but normal performance on critical neuropsychological tests of attention. Proc Natl Acad Sci 97:4754–4759PubMedPubMedCentralCrossRef Swanson J et al (2000) Attention deficit/hyperactivity disorder children with a 7-repeat allele of the dopamine receptor D4 gene have extreme behavior but normal performance on critical neuropsychological tests of attention. Proc Natl Acad Sci 97:4754–4759PubMedPubMedCentralCrossRef
go back to reference Taerk E et al (2004) Catechol-O-methyltransferase (COMT) Val108/158 Met polymorphism does not modulate executive function in children with ADHD. BMC Med Genet 5:30PubMedPubMedCentralCrossRef Taerk E et al (2004) Catechol-O-methyltransferase (COMT) Val108/158 Met polymorphism does not modulate executive function in children with ADHD. BMC Med Genet 5:30PubMedPubMedCentralCrossRef
go back to reference Tian T, Qin W, Liu B, Wang D, Wang J, Jiang T, Yu C (2013) Catechol-O-methyltransferase Val158Met polymorphism modulates gray matter volume and functional connectivity of the default mode network. PloS One 8:e78697PubMedPubMedCentralCrossRef Tian T, Qin W, Liu B, Wang D, Wang J, Jiang T, Yu C (2013) Catechol-O-methyltransferase Val158Met polymorphism modulates gray matter volume and functional connectivity of the default mode network. PloS One 8:e78697PubMedPubMedCentralCrossRef
go back to reference Tsai S-J, Yu YW-Y, Chen T-J, Chen J-Y, Liou Y-J, Chen M-C, Hong C-J (2003) Association study of a functional catechol-O-methyltransferase-gene polymorphism and cognitive function in healthy females. Neurosci Lett 338:123–126PubMedCrossRef Tsai S-J, Yu YW-Y, Chen T-J, Chen J-Y, Liou Y-J, Chen M-C, Hong C-J (2003) Association study of a functional catechol-O-methyltransferase-gene polymorphism and cognitive function in healthy females. Neurosci Lett 338:123–126PubMedCrossRef
go back to reference Tye C, Asherson P, Ashwood KL, Azadi B, Bolton P, McLoughlin G (2014) Attention and inhibition in children with ASD, ADHD and co-morbid ASD + ADHD: an event-related potential study. Psychol Med 44:1101–1116PubMedCrossRef Tye C, Asherson P, Ashwood KL, Azadi B, Bolton P, McLoughlin G (2014) Attention and inhibition in children with ASD, ADHD and co-morbid ASD + ADHD: an event-related potential study. Psychol Med 44:1101–1116PubMedCrossRef
go back to reference Valko L et al (2009) Differences in neurophysiological markers of inhibitory and temporal processing deficits in children and adults with ADHD Federation of. Eur Psychophys Ser 23:212–223 Valko L et al (2009) Differences in neurophysiological markers of inhibitory and temporal processing deficits in children and adults with ADHD Federation of. Eur Psychophys Ser 23:212–223
go back to reference van Leeuwen TH et al (1998) The continuous performance test revisited with neuroelectric mapping: impaired orienting in children with attention deficits. BehavBrain Res 94:97–110 van Leeuwen TH et al (1998) The continuous performance test revisited with neuroelectric mapping: impaired orienting in children with attention deficits. BehavBrain Res 94:97–110
go back to reference Van Rooij D et al (2015) Influence of DAT1 and COMT variants on neural activation during response inhibition in adolescents with attention-deficit/hyperactivity disorder and healthy controls. Psychol Med 45:3159–3170PubMedCrossRef Van Rooij D et al (2015) Influence of DAT1 and COMT variants on neural activation during response inhibition in adolescents with attention-deficit/hyperactivity disorder and healthy controls. Psychol Med 45:3159–3170PubMedCrossRef
go back to reference Vogel C, Laucht M, Furtado E, Becker K, Schmidt M (2006) Association of DRD4 exon III polymorphism with auditory P300 amplitude in 8-year-old children. J Neural Trans 113:1935–1941CrossRef Vogel C, Laucht M, Furtado E, Becker K, Schmidt M (2006) Association of DRD4 exon III polymorphism with auditory P300 amplitude in 8-year-old children. J Neural Trans 113:1935–1941CrossRef
go back to reference Wang S, Yang Y, Xing W, Chen J, Liu C, Luo X (2013) Altered neural circuits related to sustained attention and executive control in children with ADHD: an event-related fMRI. Study Clin Neurophysiol 124:2181–2190PubMedCrossRef Wang S, Yang Y, Xing W, Chen J, Liu C, Luo X (2013) Altered neural circuits related to sustained attention and executive control in children with ADHD: an event-related fMRI. Study Clin Neurophysiol 124:2181–2190PubMedCrossRef
go back to reference Weinberger DR et al (2001) Prefrontal neurons and the genetics of schizophrenia. Biol Psychiatry 50:825–844PubMedCrossRef Weinberger DR et al (2001) Prefrontal neurons and the genetics of schizophrenia. Biol Psychiatry 50:825–844PubMedCrossRef
go back to reference Weiss EM et al (2014) Influences of COMT and 5-HTTLPR polymorphisms on cognitive flexibility in healthy women: inhibition of prepotent responses and memory updating. PloS One 9:e85506PubMedPubMedCentralCrossRef Weiss EM et al (2014) Influences of COMT and 5-HTTLPR polymorphisms on cognitive flexibility in healthy women: inhibition of prepotent responses and memory updating. PloS One 9:e85506PubMedPubMedCentralCrossRef
go back to reference Whiteford HA et al (2013) Global burden of disease attributable to mental and substance use disorders: findings from the Global Burden of Disease Study 2010. Lancet 382:1575–1586PubMedCrossRef Whiteford HA et al (2013) Global burden of disease attributable to mental and substance use disorders: findings from the Global Burden of Disease Study 2010. Lancet 382:1575–1586PubMedCrossRef
go back to reference Winterer G, Egan MF, Kolachana BS, Goldberg TE, Coppola R, Weinberger DR (2006) Prefrontal electrophysiologic “noise” and catechol-O-methyltransferase genotype in schizophrenia. Biol Psychiatry 60:578–584PubMedCrossRef Winterer G, Egan MF, Kolachana BS, Goldberg TE, Coppola R, Weinberger DR (2006) Prefrontal electrophysiologic “noise” and catechol-O-methyltransferase genotype in schizophrenia. Biol Psychiatry 60:578–584PubMedCrossRef
go back to reference Wishart HA et al (2011) COMT Val158Met genotype and individual differences in executive function in healthy adults. J Int Neuropsychol Soc 17:174–180PubMedCrossRef Wishart HA et al (2011) COMT Val158Met genotype and individual differences in executive function in healthy adults. J Int Neuropsychol Soc 17:174–180PubMedCrossRef
go back to reference Wong AH, Van Tol HH (2003) Schizophrenia: from phenomenology to neurobiology. Neurosci Biobehav Rev 27:269–306 pii]PubMedCrossRef Wong AH, Van Tol HH (2003) Schizophrenia: from phenomenology to neurobiology. Neurosci Biobehav Rev 27:269–306 pii]PubMedCrossRef
go back to reference Yantis S, Schwarzbach J, Serences JT, Carlson RL, Steinmetz MA, Pekar JJ, Courtney SM (2002) Transient neural activity in human parietal cortex during spatial attention shifts. Nat Neurosci 5:995–1002PubMedCrossRef Yantis S, Schwarzbach J, Serences JT, Carlson RL, Steinmetz MA, Pekar JJ, Courtney SM (2002) Transient neural activity in human parietal cortex during spatial attention shifts. Nat Neurosci 5:995–1002PubMedCrossRef
go back to reference Yoon JH, Minzenberg MJ, Ursu S, Ryan Walter BS, Wendelken C, Ragland JD, Carter CS (2008) Association of dorsolateral prefrontal cortex dysfunction with disrupted coordinated brain activity in schizophrenia: relationship with impaired cognition, behavioral disorganization, and global function. Am J Psychiatry 165:1006–1014. doi:10.1176/appi.ajp.2008.07060945 PubMedPubMedCentralCrossRef Yoon JH, Minzenberg MJ, Ursu S, Ryan Walter BS, Wendelken C, Ragland JD, Carter CS (2008) Association of dorsolateral prefrontal cortex dysfunction with disrupted coordinated brain activity in schizophrenia: relationship with impaired cognition, behavioral disorganization, and global function. Am J Psychiatry 165:1006–1014. doi:10.​1176/​appi.​ajp.​2008.​07060945 PubMedPubMedCentralCrossRef
Metadata
Title
EEG Source Imaging Indices of Cognitive Control Show Associations with Dopamine System Genes
Authors
G. McLoughlin
J. Palmer
S. Makeig
N. Bigdely-Shamlo
T. Banaschewski
M. Laucht
D. Brandeis
Publication date
01-05-2018
Publisher
Springer US
Published in
Brain Topography / Issue 3/2018
Print ISSN: 0896-0267
Electronic ISSN: 1573-6792
DOI
https://doi.org/10.1007/s10548-017-0601-z

Other articles of this Issue 3/2018

Brain Topography 3/2018 Go to the issue