Skip to main content
Erschienen in: Brain Structure and Function 5/2016

30.05.2015 | Original Article

Voxelwise eigenvector centrality mapping of the human functional connectome reveals an influence of the catechol-O-methyltransferase val158met polymorphism on the default mode and somatomotor network

verfasst von: Sebastian Markett, Christian Montag, Behrend Heeren, Rayna Saryiska, Bernd Lachmann, Bernd Weber, Martin Reuter

Erschienen in: Brain Structure and Function | Ausgabe 5/2016

Einloggen, um Zugang zu erhalten

Abstract

Functional connections between brain regions constitute the substrate of the human functional connectome, whose topography has been discussed as an endophenotype for psychiatric disorders. Genetic influences on the entire connectome, however, have been rarely investigated so far. We tested for connectome-wide influences of the val158met (rs4860) polymorphism on the catechol-O-methyltransferase (COMT) gene by applying formal network analysis and eigenvector centrality mapping on the voxel level to resting-state functional magnetic imaging data. This approach finds brain regions that are central in the network by aggregating local and global connectivity patterns, most importantly without the requirement to select regions or networks of interest. The COMT variant linked to high enzyme activity increased network centrality in distributed brain areas that are known to constitute the brain’s default mode network. Further results also indicated a COMT influence on areas implicated in the somatomotor network. These findings are in line with the polymorphism’s alleged role in cognitive processing and its role in psychotic disorders. The study is the first to demonstrate the influence of a functional and behaviorally relevant genetic variant on connectome-wide functional connectivity and is an important step toward establishing the functional connectome as an endophenotype for psychiatric and behavioral phenotypes.
Anhänge
Nur mit Berechtigung zugänglich
Literatur
Zurück zum Zitat Andrews-Hanna JR, Reidler JS, Sepulcre J, Poulin R, Buckner RL (2010) Functional-anatomic fractionation of the brain’s default network. Neuron 65(4):550–562PubMedPubMedCentralCrossRef Andrews-Hanna JR, Reidler JS, Sepulcre J, Poulin R, Buckner RL (2010) Functional-anatomic fractionation of the brain’s default network. Neuron 65(4):550–562PubMedPubMedCentralCrossRef
Zurück zum Zitat Andrews-Hanna JR, Smallwood J, Spreng RN (2014) The default network and self-generated thought: component processes, dynamic control, and clinical relevance. Ann N Y Acad Sci 1316:29–52PubMedPubMedCentralCrossRef Andrews-Hanna JR, Smallwood J, Spreng RN (2014) The default network and self-generated thought: component processes, dynamic control, and clinical relevance. Ann N Y Acad Sci 1316:29–52PubMedPubMedCentralCrossRef
Zurück zum Zitat Barber AD, Srinivasan P, Joel SE, Caffo BS, Pekar JJ, Mostofsky SH (2012) Motor “dexterity”? Evidence that left hemisphere lateralization of motor circuit connectivity is associated with better motor performance in children. Cereb Cortex 22(1):51–59PubMedPubMedCentralCrossRef Barber AD, Srinivasan P, Joel SE, Caffo BS, Pekar JJ, Mostofsky SH (2012) Motor “dexterity”? Evidence that left hemisphere lateralization of motor circuit connectivity is associated with better motor performance in children. Cereb Cortex 22(1):51–59PubMedPubMedCentralCrossRef
Zurück zum Zitat Barnett JH, Jones PB, Robbins TW, Müller U (2007) Effects of the catechol-O-methyltransferase Val158 Met polymorphism on executive function: a meta-analysis of the wisconsin card sort test in schizophrenia and healthy controls. Mol Psychiatr 12(5):502–509 Barnett JH, Jones PB, Robbins TW, Müller U (2007) Effects of the catechol-O-methyltransferase Val158 Met polymorphism on executive function: a meta-analysis of the wisconsin card sort test in schizophrenia and healthy controls. Mol Psychiatr 12(5):502–509
Zurück zum Zitat Beckmann CF, DeLuca M, Devlin JT, Smith SM (2005) Investigations into resting-state connectivity using independent component analysis. Philos Trans R Soc Lond B Biol Sci 360(1457):1001–1013PubMedPubMedCentralCrossRef Beckmann CF, DeLuca M, Devlin JT, Smith SM (2005) Investigations into resting-state connectivity using independent component analysis. Philos Trans R Soc Lond B Biol Sci 360(1457):1001–1013PubMedPubMedCentralCrossRef
Zurück zum Zitat Biswal B, Zerrin Yetkin F, Haughton VM, Hyde JS (1995) Functional connectivity in the motor cortex of resting human brain using echo-planar mri. Magn Reson Med 34(4):537–541PubMedCrossRef Biswal B, Zerrin Yetkin F, Haughton VM, Hyde JS (1995) Functional connectivity in the motor cortex of resting human brain using echo-planar mri. Magn Reson Med 34(4):537–541PubMedCrossRef
Zurück zum Zitat Bluhm RL, Miller J, Lanius RA, Osuch EA, Boksman K, Neufeld RW, Williamson PC (2009) Retrosplenial cortex connectivity in schizophrenia. Psychiatry Res Neuroimaging 174(1):17–23PubMedCrossRef Bluhm RL, Miller J, Lanius RA, Osuch EA, Boksman K, Neufeld RW, Williamson PC (2009) Retrosplenial cortex connectivity in schizophrenia. Psychiatry Res Neuroimaging 174(1):17–23PubMedCrossRef
Zurück zum Zitat Buckner RL, Petersen SE, Ojemann JG, Miezin FM, Squire LR, Raichle ME (1995) Functional anatomical studies of explicit and implicit memory retrieval tasks. J Neurosci 15(1):12–29PubMed Buckner RL, Petersen SE, Ojemann JG, Miezin FM, Squire LR, Raichle ME (1995) Functional anatomical studies of explicit and implicit memory retrieval tasks. J Neurosci 15(1):12–29PubMed
Zurück zum Zitat Buckner RL, Andrews-Hanna JR, Schacter DL (2008) The brain’s default network. Ann NY Acad Sci 1124(1):1–38PubMedCrossRef Buckner RL, Andrews-Hanna JR, Schacter DL (2008) The brain’s default network. Ann NY Acad Sci 1124(1):1–38PubMedCrossRef
Zurück zum Zitat Bushnell MC, Duncan GH, Hofbauer RK, Ha B, Chen JI, Carrier B (1999) Pain perception: is there a role for primary somatosensory cortex? PNAS 96(14):7705–7709PubMedPubMedCentralCrossRef Bushnell MC, Duncan GH, Hofbauer RK, Ha B, Chen JI, Carrier B (1999) Pain perception: is there a role for primary somatosensory cortex? PNAS 96(14):7705–7709PubMedPubMedCentralCrossRef
Zurück zum Zitat Castellanos FX, Di Martino A, Craddock RC, Mehta AD, Milham MP (2013) Clinical applications of the functional connectome. Neuro Image 80:527–540PubMed Castellanos FX, Di Martino A, Craddock RC, Mehta AD, Milham MP (2013) Clinical applications of the functional connectome. Neuro Image 80:527–540PubMed
Zurück zum Zitat Chen J, Lipska BK, Halim N, Ma QD, Matsumoto M, Melhem S, Weinberger DR (2004a) Functional analysis of genetic variation in catechol-O-methyltransferase (COMT): effects on mRNA, protein, and enzyme activity in postmortem human brain. Am J Hum Genet 75(5):807–821PubMedPubMedCentralCrossRef Chen J, Lipska BK, Halim N, Ma QD, Matsumoto M, Melhem S, Weinberger DR (2004a) Functional analysis of genetic variation in catechol-O-methyltransferase (COMT): effects on mRNA, protein, and enzyme activity in postmortem human brain. Am J Hum Genet 75(5):807–821PubMedPubMedCentralCrossRef
Zurück zum Zitat Chen X, Wang X, O’Neill AF, Walsh D, Kendler KS (2004b) Variants in the catechol-O-methyltransferase (COMT) gene are associated with schizophrenia in Irish high-density families. Mol Psychiatr 9(10):962–967CrossRef Chen X, Wang X, O’Neill AF, Walsh D, Kendler KS (2004b) Variants in the catechol-O-methyltransferase (COMT) gene are associated with schizophrenia in Irish high-density families. Mol Psychiatr 9(10):962–967CrossRef
Zurück zum Zitat Damoiseaux JS, Rombouts SARB, Barkhof F, Scheltens P, Stam CJ, Smith SM, Beckmann CF (2006) Consistent resting-state networks across healthy subjects. PNAS 103(37):13848–13853PubMedPubMedCentralCrossRef Damoiseaux JS, Rombouts SARB, Barkhof F, Scheltens P, Stam CJ, Smith SM, Beckmann CF (2006) Consistent resting-state networks across healthy subjects. PNAS 103(37):13848–13853PubMedPubMedCentralCrossRef
Zurück zum Zitat De Luca M, Beckmann CF, De Stefano N, Matthews PM, Smith SM (2006) fMRI resting state networks define distinct modes of long-distance interactions in the human brain. Neuro Image 29(4):1359–1367PubMed De Luca M, Beckmann CF, De Stefano N, Matthews PM, Smith SM (2006) fMRI resting state networks define distinct modes of long-distance interactions in the human brain. Neuro Image 29(4):1359–1367PubMed
Zurück zum Zitat Diamond A, Briand L, Fossella J, Gehlbach L (2004) Genetic and neurochemical modulation of prefrontal cognitive functions in children. Am J Psychiatr 161(1):125–132PubMedCrossRef Diamond A, Briand L, Fossella J, Gehlbach L (2004) Genetic and neurochemical modulation of prefrontal cognitive functions in children. Am J Psychiatr 161(1):125–132PubMedCrossRef
Zurück zum Zitat Diatchenko L, Nackley AG, Slade GD, Bhalang K, Belfer I, Max MB, Maixner W (2006) Catechol-O-methyltransferase gene polymorphisms are associated with multiple pain-evoking stimuli. Pain 125(3):216–224PubMedCrossRef Diatchenko L, Nackley AG, Slade GD, Bhalang K, Belfer I, Max MB, Maixner W (2006) Catechol-O-methyltransferase gene polymorphisms are associated with multiple pain-evoking stimuli. Pain 125(3):216–224PubMedCrossRef
Zurück zum Zitat Docherty AR, Sponheim SR (2008) Anhedonia as a phenotype for the Val158Met COMT polymorphism in relatives of patients with schizophrenia. J Abnorm Psychol 117(4):788PubMedPubMedCentralCrossRef Docherty AR, Sponheim SR (2008) Anhedonia as a phenotype for the Val158Met COMT polymorphism in relatives of patients with schizophrenia. J Abnorm Psychol 117(4):788PubMedPubMedCentralCrossRef
Zurück zum Zitat Domschke K, Freitag CM, Kuhlenbäumer G, Schirmacher A, Sand P, Nyhuis P, Deckert J (2004) Association of the functional V158M catechol-O-methyl-transferase polymorphism with panic disorder in women. Int J Neuropsychopharmacol 7(02):183–188PubMedCrossRef Domschke K, Freitag CM, Kuhlenbäumer G, Schirmacher A, Sand P, Nyhuis P, Deckert J (2004) Association of the functional V158M catechol-O-methyl-transferase polymorphism with panic disorder in women. Int J Neuropsychopharmacol 7(02):183–188PubMedCrossRef
Zurück zum Zitat Domschke K, Deckert J, O’Donovan MC, Glatt SJ (2007) Meta-analysis of COMT val158met in panic disorder: ethnic heterogeneity and gender specificity. Am J Med Genet B Neuropsychiatr Genet 144(5):667–673CrossRef Domschke K, Deckert J, O’Donovan MC, Glatt SJ (2007) Meta-analysis of COMT val158met in panic disorder: ethnic heterogeneity and gender specificity. Am J Med Genet B Neuropsychiatr Genet 144(5):667–673CrossRef
Zurück zum Zitat Dosenbach NUF, Fair DA, Miezin FM, Cohen AL, Wenger KK, Dosenbach RAT et al (2007) Distinct brain networks for adaptive and stable task control in humans. PNAS 104(26):11073–11078PubMedPubMedCentralCrossRef Dosenbach NUF, Fair DA, Miezin FM, Cohen AL, Wenger KK, Dosenbach RAT et al (2007) Distinct brain networks for adaptive and stable task control in humans. PNAS 104(26):11073–11078PubMedPubMedCentralCrossRef
Zurück zum Zitat Egan MF, Goldberg TE, Kolachana BS, Callicott JH, Mazzanti CM, Straub RE, Weinberger DR (2001) Effect of COMT Val108/158 Met genotype on frontal lobe function and risk for schizophrenia. PNAS 98(12):6917–6922PubMedPubMedCentralCrossRef Egan MF, Goldberg TE, Kolachana BS, Callicott JH, Mazzanti CM, Straub RE, Weinberger DR (2001) Effect of COMT Val108/158 Met genotype on frontal lobe function and risk for schizophrenia. PNAS 98(12):6917–6922PubMedPubMedCentralCrossRef
Zurück zum Zitat Enoch MA, Xu K, Ferro E, Harris CR, Goldman D (2003) Genetic origins of anxiety in women: a role for a functional catechol-O-methyltransferase polymorphism. Psychiatr Gen 13(1):33–41CrossRef Enoch MA, Xu K, Ferro E, Harris CR, Goldman D (2003) Genetic origins of anxiety in women: a role for a functional catechol-O-methyltransferase polymorphism. Psychiatr Gen 13(1):33–41CrossRef
Zurück zum Zitat Filippini N, MacIntosh BJ, Hough MG, Goodwin GM, Frisoni GB, Smith SM, Mackay CE (2009) Distinct patterns of brain activity in young carriers of the APOE-ε4 allele. PNAS 106(17):7209–7214PubMedPubMedCentralCrossRef Filippini N, MacIntosh BJ, Hough MG, Goodwin GM, Frisoni GB, Smith SM, Mackay CE (2009) Distinct patterns of brain activity in young carriers of the APOE-ε4 allele. PNAS 106(17):7209–7214PubMedPubMedCentralCrossRef
Zurück zum Zitat Forman SD, Cohen JD, Fitzgerald M, Eddy WF, Mintun MA, Noll DC (1995) Improved assessment of significant activation in functional Magn Res Im (fMRI): use of a cluster-size threshold. Magn Reson Med 33(5):636–647PubMedCrossRef Forman SD, Cohen JD, Fitzgerald M, Eddy WF, Mintun MA, Noll DC (1995) Improved assessment of significant activation in functional Magn Res Im (fMRI): use of a cluster-size threshold. Magn Reson Med 33(5):636–647PubMedCrossRef
Zurück zum Zitat Fornito A, Zalesky A, Bassett DS, Meunier D, Ellison-Wright I, Yücel M, Wood SJ, Shaw K, O’Connor J, Nertney D, Mowry BJ, Pantelis C, Bullmore ET (2011) Genetic influences on cost-efficient organization of human cortical functional networks. J Neurosci 31(9):3261–3270PubMedCrossRef Fornito A, Zalesky A, Bassett DS, Meunier D, Ellison-Wright I, Yücel M, Wood SJ, Shaw K, O’Connor J, Nertney D, Mowry BJ, Pantelis C, Bullmore ET (2011) Genetic influences on cost-efficient organization of human cortical functional networks. J Neurosci 31(9):3261–3270PubMedCrossRef
Zurück zum Zitat Fornito A, Zalesky A, Breakspear M (2013) Graph analysis of the human connectome: promise, progress, and pitfalls. Neuro Image 80:426–444PubMed Fornito A, Zalesky A, Breakspear M (2013) Graph analysis of the human connectome: promise, progress, and pitfalls. Neuro Image 80:426–444PubMed
Zurück zum Zitat Fox MD, Raichle ME (2007) Spontaneous fluctuations in brain activity observed with functional Magnetic Resonance Imaging. Nat Rev Neurosci 8(9):700–711PubMedCrossRef Fox MD, Raichle ME (2007) Spontaneous fluctuations in brain activity observed with functional Magnetic Resonance Imaging. Nat Rev Neurosci 8(9):700–711PubMedCrossRef
Zurück zum Zitat Fransson P, Skiöld B, Horsch S, Nordell A, Blennow M, Lagercrantz H, Åden U (2007) Resting-state networks in the infant brain. PNAS 104(39):15531–15536PubMedPubMedCentralCrossRef Fransson P, Skiöld B, Horsch S, Nordell A, Blennow M, Lagercrantz H, Åden U (2007) Resting-state networks in the infant brain. PNAS 104(39):15531–15536PubMedPubMedCentralCrossRef
Zurück zum Zitat Fukunaga M, Horovitz SG, van Gelderen P, de Zwart JA, Jansma JM, Ikonomidou VN et al (2006) Large-amplitude, spatially correlated fluctuations in BOLD fMRI signals during extended rest and early sleep stages. Magn Res Im 24(8):979–992CrossRef Fukunaga M, Horovitz SG, van Gelderen P, de Zwart JA, Jansma JM, Ikonomidou VN et al (2006) Large-amplitude, spatially correlated fluctuations in BOLD fMRI signals during extended rest and early sleep stages. Magn Res Im 24(8):979–992CrossRef
Zurück zum Zitat Glahn DC, Winkler AM, Kochunov P, Almasy L, Duggirala R, Carless MA, Blangero J (2010) Genetic control over the resting brain. PNAS 107(3):1223–1228PubMedPubMedCentralCrossRef Glahn DC, Winkler AM, Kochunov P, Almasy L, Duggirala R, Carless MA, Blangero J (2010) Genetic control over the resting brain. PNAS 107(3):1223–1228PubMedPubMedCentralCrossRef
Zurück zum Zitat Glatt SJ, Faraone SV, Tsuang MT (2003) Association between a functional catechol O-methyltransferase gene polymorphism and schizophrenia: meta-analysis of case-control and family-based studies. Am J Psychiatr 160(3):469–476PubMedCrossRef Glatt SJ, Faraone SV, Tsuang MT (2003) Association between a functional catechol O-methyltransferase gene polymorphism and schizophrenia: meta-analysis of case-control and family-based studies. Am J Psychiatr 160(3):469–476PubMedCrossRef
Zurück zum Zitat Goldman D, Oroszi G, Ducci F (2005) The genetics of addictions: uncovering the genes. Nat Rev Gen 6(7):521–532CrossRef Goldman D, Oroszi G, Ducci F (2005) The genetics of addictions: uncovering the genes. Nat Rev Gen 6(7):521–532CrossRef
Zurück zum Zitat Greicius MD, Krasnow B, Reiss AL, Menon V (2003) Functional connectivity in the resting brain: a network analysis of the default mode hypothesis. PNAS 100(1):253–258PubMedPubMedCentralCrossRef Greicius MD, Krasnow B, Reiss AL, Menon V (2003) Functional connectivity in the resting brain: a network analysis of the default mode hypothesis. PNAS 100(1):253–258PubMedPubMedCentralCrossRef
Zurück zum Zitat Greicius MD, Kiviniemi V, Tervonen O, Vainionpää V, Alahuhta S, Reiss AL, Menon V (2008) Persistent default-mode network connectivity during light sedation. Hum Brain Mapp 29(7):839–847PubMedPubMedCentralCrossRef Greicius MD, Kiviniemi V, Tervonen O, Vainionpää V, Alahuhta S, Reiss AL, Menon V (2008) Persistent default-mode network connectivity during light sedation. Hum Brain Mapp 29(7):839–847PubMedPubMedCentralCrossRef
Zurück zum Zitat Hong J, Shu-Leong H, Tao X, Lap-Ping Y (1998) Distribution of catechol-O-methyltransferase expression in human central nervous system. Neuro Report 9(12):2861–2864 Hong J, Shu-Leong H, Tao X, Lap-Ping Y (1998) Distribution of catechol-O-methyltransferase expression in human central nervous system. Neuro Report 9(12):2861–2864
Zurück zum Zitat Horn A, Ostwald D, Reisert M, Blankenburg F (2014) The structural–functional connectome and the default mode network of the human brain. Neuro Image 102:142–151PubMed Horn A, Ostwald D, Reisert M, Blankenburg F (2014) The structural–functional connectome and the default mode network of the human brain. Neuro Image 102:142–151PubMed
Zurück zum Zitat Karayiorgou M, Sobin C, Blundell ML, Galke BL, Malinova L, Goldberg P, Gogos JA (1999) Family-based association studies support a sexually dimorphic effect of COMT and MAOA on genetic susceptibility to obsessive-compulsive disorder. Biol Psychiatr 45(9):1178–1189CrossRef Karayiorgou M, Sobin C, Blundell ML, Galke BL, Malinova L, Goldberg P, Gogos JA (1999) Family-based association studies support a sexually dimorphic effect of COMT and MAOA on genetic susceptibility to obsessive-compulsive disorder. Biol Psychiatr 45(9):1178–1189CrossRef
Zurück zum Zitat Keller CJ, Bickel S, Honey CJ, Groppe DM, Entz L, Craddock RC et al (2013) Neurophysiological investigation of spontaneous correlated and anticorrelated fluctuations of the BOLD signal. J Neurosci 33(15):6333–6342PubMedPubMedCentralCrossRef Keller CJ, Bickel S, Honey CJ, Groppe DM, Entz L, Craddock RC et al (2013) Neurophysiological investigation of spontaneous correlated and anticorrelated fluctuations of the BOLD signal. J Neurosci 33(15):6333–6342PubMedPubMedCentralCrossRef
Zurück zum Zitat Lachman HM, Papolos DF, Saito T, Yu YM, Szumlanski CL, Weinshilboum RM (1996) Human catechol-O-methyltransferase pharmacogenetics: description of a functional polymorphism and its potential application to neuropsychiatric disorders. Pharmacogenet Genomics 6(3):243–250CrossRef Lachman HM, Papolos DF, Saito T, Yu YM, Szumlanski CL, Weinshilboum RM (1996) Human catechol-O-methyltransferase pharmacogenetics: description of a functional polymorphism and its potential application to neuropsychiatric disorders. Pharmacogenet Genomics 6(3):243–250CrossRef
Zurück zum Zitat 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(1):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(1):64–69PubMedCrossRef
Zurück zum Zitat Lohmann G, Margulies DS, Horstmann A, Pleger B, Lepsien J, Goldhahn D, Turner R (2010) Eigenvector centrality mapping for analyzing connectivity patterns in fMRI data of the human brain. PLoS One 5(4):e10232PubMedPubMedCentralCrossRef Lohmann G, Margulies DS, Horstmann A, Pleger B, Lepsien J, Goldhahn D, Turner R (2010) Eigenvector centrality mapping for analyzing connectivity patterns in fMRI data of the human brain. PLoS One 5(4):e10232PubMedPubMedCentralCrossRef
Zurück zum Zitat Mars RB, Jbabdi S, Sallet J, O’Reilly JX, Croxson PL, Olivier E, Rushworth MF (2011) Diffusion-weighted imaging tractography-based parcellation of the human parietal cortex and comparison with human and macaque resting-state functional connectivity. J Neurosci 31(11):4087–4100PubMedPubMedCentralCrossRef Mars RB, Jbabdi S, Sallet J, O’Reilly JX, Croxson PL, Olivier E, Rushworth MF (2011) Diffusion-weighted imaging tractography-based parcellation of the human parietal cortex and comparison with human and macaque resting-state functional connectivity. J Neurosci 31(11):4087–4100PubMedPubMedCentralCrossRef
Zurück zum Zitat Mattay VS, Goldberg TE, Fera F, Hariri AR, Tessitore A, Egan MF, Weinberger DR (2003) Catechol O-methyltransferase val158-met genotype and individual variation in the brain response to amphetamine. PNAS 100(10):6186–6191PubMedPubMedCentralCrossRef Mattay VS, Goldberg TE, Fera F, Hariri AR, Tessitore A, Egan MF, Weinberger DR (2003) Catechol O-methyltransferase val158-met genotype and individual variation in the brain response to amphetamine. PNAS 100(10):6186–6191PubMedPubMedCentralCrossRef
Zurück zum Zitat Meyer BM, Huemer J, Rabl U, Boubela RN, Kalcher K, Berger A, et al (2014) Oppositional COMT Val158Met effects on resting state functional connectivity in adolescents and adults. Br Struc Func Meyer BM, Huemer J, Rabl U, Boubela RN, Kalcher K, Berger A, et al (2014) Oppositional COMT Val158Met effects on resting state functional connectivity in adolescents and adults. Br Struc Func
Zurück zum Zitat Meyer-Lindenberg A, Weinberger DR (2006) Intermediate phenotypes and genetic mechanisms of psychiatric disorders. Nat Rev Neurosci 7(10):818–827PubMedCrossRef Meyer-Lindenberg A, Weinberger DR (2006) Intermediate phenotypes and genetic mechanisms of psychiatric disorders. Nat Rev Neurosci 7(10):818–827PubMedCrossRef
Zurück zum Zitat Meyer-Lindenberg A, Kohn PD, Kolachana B (2005) Midbrain dopamine and prefrontal function in humans: interaction and modulation by COMT genotype. Nat Neurosci 8:594–596PubMedCrossRef Meyer-Lindenberg A, Kohn PD, Kolachana B (2005) Midbrain dopamine and prefrontal function in humans: interaction and modulation by COMT genotype. Nat Neurosci 8:594–596PubMedCrossRef
Zurück zum Zitat Meyer-Lindenberg A, Nichols T, Callicott JH, Ding J, Kolachana B, Buckholtz J, Weinberger DR (2006) Impact of complex genetic variation in COMT on human brain function. Mol Psychiatr 11(9):867–877CrossRef Meyer-Lindenberg A, Nichols T, Callicott JH, Ding J, Kolachana B, Buckholtz J, Weinberger DR (2006) Impact of complex genetic variation in COMT on human brain function. Mol Psychiatr 11(9):867–877CrossRef
Zurück zum Zitat Mier D, Kirsch P, Meyer-Lindenberg A (2010) Neural substrates of pleiotropic action of genetic variation in COMT: a meta-analysis. Mol Psychiatr 15(9):918–927. doi:10.1038/mp.2009.36 CrossRef Mier D, Kirsch P, Meyer-Lindenberg A (2010) Neural substrates of pleiotropic action of genetic variation in COMT: a meta-analysis. Mol Psychiatr 15(9):918–927. doi:10.​1038/​mp.​2009.​36 CrossRef
Zurück zum Zitat Montag C, Buckholtz JW, Hartmann P, Merz M, Burk C, Hennig J, Reuter M (2008) COMT genetic variation affects fear processing: psychophysiological evidence. Behav Neurosci 122(4):901PubMedCrossRef Montag C, Buckholtz JW, Hartmann P, Merz M, Burk C, Hennig J, Reuter M (2008) COMT genetic variation affects fear processing: psychophysiological evidence. Behav Neurosci 122(4):901PubMedCrossRef
Zurück zum Zitat Montag C, Jurkiewicz M, Reuter M (2012) The role of the catechol-O-methyltransferase (COMT) gene in personality and related psychopathological disorders. CNS Neurol Disord Drug Targets 11(3):236–250PubMedPubMedCentralCrossRef Montag C, Jurkiewicz M, Reuter M (2012) The role of the catechol-O-methyltransferase (COMT) gene in personality and related psychopathological disorders. CNS Neurol Disord Drug Targets 11(3):236–250PubMedPubMedCentralCrossRef
Zurück zum Zitat Murphy K, Birn RM, Handwerker DA, Jones TB, Bandettini PA (2009) The impact of global signal regression on resting state correlations: are anti-correlated networks introduced? NeuroImage 44(3):893–905. doi:10.1016/j.neuroimage.2008.09.036 Murphy K, Birn RM, Handwerker DA, Jones TB, Bandettini PA (2009) The impact of global signal regression on resting state correlations: are anti-correlated networks introduced? NeuroImage 44(3):893–905. doi:10.​1016/​j.​neuroimage.​2008.​09.​036
Zurück zum Zitat Olsson CA, Anney RJ, Lotfi-Miri M, Byrnes GB, Williamson R, Patton GC (2005) Association between the COMT Val158Met polymorphism and propensity to anxiety in an Australian population-based longitudinal study of adolescent health. Psychiatr Gen 15(2):109–115CrossRef Olsson CA, Anney RJ, Lotfi-Miri M, Byrnes GB, Williamson R, Patton GC (2005) Association between the COMT Val158Met polymorphism and propensity to anxiety in an Australian population-based longitudinal study of adolescent health. Psychiatr Gen 15(2):109–115CrossRef
Zurück zum Zitat Park CH, Chang WH, Ohn SH, Kim ST, Bang OY, Pascual-Leone A, Kim YH (2011) Longitudinal changes of resting-state functional connectivity during motor recovery after stroke. Stroke 42(5):1357–1362PubMedPubMedCentralCrossRef Park CH, Chang WH, Ohn SH, Kim ST, Bang OY, Pascual-Leone A, Kim YH (2011) Longitudinal changes of resting-state functional connectivity during motor recovery after stroke. Stroke 42(5):1357–1362PubMedPubMedCentralCrossRef
Zurück zum Zitat Pooley EC, Fineberg N, Harrison PJ (2007) The met158 allele of catechol-O-methyltransferase (COMT) is associated with obsessive-compulsive disorder in men: case–control study and meta-analysis. Mol Psychiatr 12(6):556–561CrossRef Pooley EC, Fineberg N, Harrison PJ (2007) The met158 allele of catechol-O-methyltransferase (COMT) is associated with obsessive-compulsive disorder in men: case–control study and meta-analysis. Mol Psychiatr 12(6):556–561CrossRef
Zurück zum Zitat Power JD, Schlaggar BL, Lessov-Schlaggar CN, Petersen SE (2013) Evidence for hubs in human functional brain networks. Neuron 79(4):798–813PubMedCrossRef Power JD, Schlaggar BL, Lessov-Schlaggar CN, Petersen SE (2013) Evidence for hubs in human functional brain networks. Neuron 79(4):798–813PubMedCrossRef
Zurück zum Zitat Rakvåg TT, Klepstad P, Baar C, Kvam TM, Dale O, Kaasa S, Skorpen F (2005) The Val158Met polymorphism of the human catechol-O- methyltransferase (COMT) gene may influence morphine requirements in cancer pain patients. Pain 116(1):73–78PubMedCrossRef Rakvåg TT, Klepstad P, Baar C, Kvam TM, Dale O, Kaasa S, Skorpen F (2005) The Val158Met polymorphism of the human catechol-O- methyltransferase (COMT) gene may influence morphine requirements in cancer pain patients. Pain 116(1):73–78PubMedCrossRef
Zurück zum Zitat Reuter M, Hennig J (2005) Association of the functional catechol-O-methyltransferase VAL158MET polymorphism with the personality trait of extraversion. Neuro Report 16(10):1135–1138 Reuter M, Hennig J (2005) Association of the functional catechol-O-methyltransferase VAL158MET polymorphism with the personality trait of extraversion. Neuro Report 16(10):1135–1138
Zurück zum Zitat Reuter M, Peters K, Schroeter K, Koebke W, Lenardon D, Bloch B, Hennig J (2005) The influence of the dopaminergic system on cognitive functioning: a molecular genetic approach. Behav Brain Res 164(1):93–99PubMedCrossRef Reuter M, Peters K, Schroeter K, Koebke W, Lenardon D, Bloch B, Hennig J (2005) The influence of the dopaminergic system on cognitive functioning: a molecular genetic approach. Behav Brain Res 164(1):93–99PubMedCrossRef
Zurück zum Zitat Reuter M, Frenzel C, Walter NT, Markett S, Montag C (2011) Investigating the genetic basis of altruism: the role of the COMT Val158Met polymorphism. Soc Cog Aff Neurosci 6(5):662–668CrossRef Reuter M, Frenzel C, Walter NT, Markett S, Montag C (2011) Investigating the genetic basis of altruism: the role of the COMT Val158Met polymorphism. Soc Cog Aff Neurosci 6(5):662–668CrossRef
Zurück zum Zitat Riedl V, Valet M, Wöller A, Sorg C, Vogel D, Sprenger T, Tölle TR (2011) Repeated pain induces adaptations of intrinsic brain activity to reflect past and predict future pain. Neuro Image 57(1):206–213PubMed Riedl V, Valet M, Wöller A, Sorg C, Vogel D, Sprenger T, Tölle TR (2011) Repeated pain induces adaptations of intrinsic brain activity to reflect past and predict future pain. Neuro Image 57(1):206–213PubMed
Zurück zum Zitat Rotarska-Jagiela A, van de Ven V, Oertel-Knöchel V, Uhlhaas PJ, Vogeley K, Linden DE (2010) Resting-state functional network correlates of psychotic symptoms in schizophrenia. Schizophr Res 117(1):21–30PubMedCrossRef Rotarska-Jagiela A, van de Ven V, Oertel-Knöchel V, Uhlhaas PJ, Vogeley K, Linden DE (2010) Resting-state functional network correlates of psychotic symptoms in schizophrenia. Schizophr Res 117(1):21–30PubMedCrossRef
Zurück zum Zitat Sambataro F, Reed JD, Murty VP, Das S, Tan HY, Callicott JH et al (2009) Catechol-O-methyltransferase valine. Biol Psychi 66(6):540–548CrossRef Sambataro F, Reed JD, Murty VP, Das S, Tan HY, Callicott JH et al (2009) Catechol-O-methyltransferase valine. Biol Psychi 66(6):540–548CrossRef
Zurück zum Zitat Satterthwaite TD, Elliott MA, Gerraty RT, Ruparel K, Loughead J, Calkins ME, Wolf DH (2013) An improved framework for confound regression and filtering for control of motion artifact in the preprocessing of resting-state functional connectivity data. NeuroImage 64:240–256. doi:10.1016/j.neuroimage.2012.08.052 Satterthwaite TD, Elliott MA, Gerraty RT, Ruparel K, Loughead J, Calkins ME, Wolf DH (2013) An improved framework for confound regression and filtering for control of motion artifact in the preprocessing of resting-state functional connectivity data. NeuroImage 64:240–256. doi:10.​1016/​j.​neuroimage.​2012.​08.​052
Zurück zum Zitat Schürhoff F, Szöke A, Chevalier F, Roy I, Méary A, Bellivier F, Leboyer M (2007) Schizotypal dimensions: an intermediate phenotype associated with the COMT high activity allele. Am J Med Genet B Neuropsychiatr Genet 144(1):64–68CrossRef Schürhoff F, Szöke A, Chevalier F, Roy I, Méary A, Bellivier F, Leboyer M (2007) Schizotypal dimensions: an intermediate phenotype associated with the COMT high activity allele. Am J Med Genet B Neuropsychiatr Genet 144(1):64–68CrossRef
Zurück zum Zitat Shehzad Z, Kelly AMC, Reiss PT, Gee DG, Gotimer K, Uddin LQ et al (2009) The resting brain: unconstrained yet reliable. Cereb Cortex 19(10):2209–2229PubMedPubMedCentralCrossRef Shehzad Z, Kelly AMC, Reiss PT, Gee DG, Gotimer K, Uddin LQ et al (2009) The resting brain: unconstrained yet reliable. Cereb Cortex 19(10):2209–2229PubMedPubMedCentralCrossRef
Zurück zum Zitat Shulman GL, Fiez JA, Corbetta M, Buckner RL, Miezin FM, Raichle ME, Petersen SE (1997) Common blood flow changes across visual tasks: II. Decreases in cerebral cortex. J Cogn Neurosci 9(5):648–663PubMedCrossRef Shulman GL, Fiez JA, Corbetta M, Buckner RL, Miezin FM, Raichle ME, Petersen SE (1997) Common blood flow changes across visual tasks: II. Decreases in cerebral cortex. J Cogn Neurosci 9(5):648–663PubMedCrossRef
Zurück zum Zitat Smith SM, Fox PT, Miller KL, Glahn DC, Fox PM, Mackay CE et al (2009) Correspondence of the brain’s functional architecture during activation and rest. PNAS USA 106(31):13040–13045PubMedPubMedCentralCrossRef Smith SM, Fox PT, Miller KL, Glahn DC, Fox PM, Mackay CE et al (2009) Correspondence of the brain’s functional architecture during activation and rest. PNAS USA 106(31):13040–13045PubMedPubMedCentralCrossRef
Zurück zum Zitat Sporns O, Tononi G, Kötter R (2005) The human connectome: a structural description of the human brain. PLoS Comp Biol 1(4):e42CrossRef Sporns O, Tononi G, Kötter R (2005) The human connectome: a structural description of the human brain. PLoS Comp Biol 1(4):e42CrossRef
Zurück zum Zitat Sylvester CM, Corbetta M, Raichle ME, Rodebaugh TL, Schlaggar BL, Sheline YI et al (2012) Functional network dysfunction in anxiety and anxiety disorders. Trends Neurosci 35(9):527–535PubMedPubMedCentralCrossRef Sylvester CM, Corbetta M, Raichle ME, Rodebaugh TL, Schlaggar BL, Sheline YI et al (2012) Functional network dysfunction in anxiety and anxiety disorders. Trends Neurosci 35(9):527–535PubMedPubMedCentralCrossRef
Zurück zum Zitat Tan HY, Sust S, Buckholtz J, Mattay V, Meyer-Lindenberg A, Egan M, Callicott J (2006) Dysfunctional prefrontal regional specialization and compensation in schizophrenia. Am J Psychiatray 163(11):1969–1977CrossRef Tan HY, Sust S, Buckholtz J, Mattay V, Meyer-Lindenberg A, Egan M, Callicott J (2006) Dysfunctional prefrontal regional specialization and compensation in schizophrenia. Am J Psychiatray 163(11):1969–1977CrossRef
Zurück zum Zitat Tan HY, Chen Q, Goldberg TE, Mattay VS, Meyer-Lindenberg A, Weinberger DR, Callicott JH (2007) Catechol-O-methyltransferase Val158Met modulation of prefrontal parietal striatal brain systems during arithmetic and temporal transformations in working memory. J Neurosci 27(49):13393–13401PubMedCrossRef Tan HY, Chen Q, Goldberg TE, Mattay VS, Meyer-Lindenberg A, Weinberger DR, Callicott JH (2007) Catechol-O-methyltransferase Val158Met modulation of prefrontal parietal striatal brain systems during arithmetic and temporal transformations in working memory. J Neurosci 27(49):13393–13401PubMedCrossRef
Zurück zum Zitat Thomason ME, Dassanayake MT, Shen S, Katkuri Y, Alexis M, Anderson AL, Romero R (2013) Cross-hemispheric functional connectivity in the human fetal brain. Sci Trans Med 5(173):173ra24CrossRef Thomason ME, Dassanayake MT, Shen S, Katkuri Y, Alexis M, Anderson AL, Romero R (2013) Cross-hemispheric functional connectivity in the human fetal brain. Sci Trans Med 5(173):173ra24CrossRef
Zurück zum Zitat Thompson PM, Ge T, Glahn DC, Jahanshad N, Nichols TE (2013) Genetics of the connectome. Neuro Image 80:475–488PubMedPubMedCentral Thompson PM, Ge T, Glahn DC, Jahanshad N, Nichols TE (2013) Genetics of the connectome. Neuro Image 80:475–488PubMedPubMedCentral
Zurück zum Zitat Trachtenberg AJ, Filippini N, Ebmeier KP, Smith SM, Karpe F, Mackay CE (2012) The effects of APOE on the functional architecture of the resting brain. Neuro Image 59(1):565–572PubMed Trachtenberg AJ, Filippini N, Ebmeier KP, Smith SM, Karpe F, Mackay CE (2012) The effects of APOE on the functional architecture of the resting brain. Neuro Image 59(1):565–572PubMed
Zurück zum Zitat Tunbridge EM, Bannerman DM, Sharp T, Harrison PJ (2004) Catechol-O-methyltransferase inhibition improves set-shifting performance and elevates stimulated dopamine release in the rat prefrontal cortex. J Neurosci 24(23):5331–5335PubMedCrossRef Tunbridge EM, Bannerman DM, Sharp T, Harrison PJ (2004) Catechol-O-methyltransferase inhibition improves set-shifting performance and elevates stimulated dopamine release in the rat prefrontal cortex. J Neurosci 24(23):5331–5335PubMedCrossRef
Zurück zum Zitat Tunbridge EM, Harrison PJ, Weinberger DR (2006) Catechol- O-Methyltransferase, cognition, and psychosis: val158Met and beyond. Biol Psychiatr 60(2):141–151CrossRef Tunbridge EM, Harrison PJ, Weinberger DR (2006) Catechol- O-Methyltransferase, cognition, and psychosis: val158Met and beyond. Biol Psychiatr 60(2):141–151CrossRef
Zurück zum Zitat Tunbridge EM, Farrell SM, Harrison PJ, Mackay CE (2013) Catechol-O-methyltransferase (COMT) influences the connectivity of the prefrontal cortex at rest. Neuro Image 68:49–54PubMedPubMedCentral Tunbridge EM, Farrell SM, Harrison PJ, Mackay CE (2013) Catechol-O-methyltransferase (COMT) influences the connectivity of the prefrontal cortex at rest. Neuro Image 68:49–54PubMedPubMedCentral
Zurück zum Zitat Vahdat S, Darainy M, Milner TE, Ostry DJ (2011) Functionally specific changes in resting-state sensorimotor networks after motor learning. J Neurosci 31(47):16907–16915PubMedPubMedCentralCrossRef Vahdat S, Darainy M, Milner TE, Ostry DJ (2011) Functionally specific changes in resting-state sensorimotor networks after motor learning. J Neurosci 31(47):16907–16915PubMedPubMedCentralCrossRef
Zurück zum Zitat Van Albada SJ, Robinson PA (2007) Transformation of arbitrary distributions to the normal distribution with application to EEG test–retest reliability. J Neurosci Methods 161(2):205–211PubMedCrossRef Van Albada SJ, Robinson PA (2007) Transformation of arbitrary distributions to the normal distribution with application to EEG test–retest reliability. J Neurosci Methods 161(2):205–211PubMedCrossRef
Zurück zum Zitat van den Heuvel MP, van Soelen IL, Stam CJ, Kahn RS, Boomsma DI, Hulshoff Pol HE (2013) Genetic control of functional brain network efficiency in children. Euro Neuro 23(1):19–23 van den Heuvel MP, van Soelen IL, Stam CJ, Kahn RS, Boomsma DI, Hulshoff Pol HE (2013) Genetic control of functional brain network efficiency in children. Euro Neuro 23(1):19–23
Zurück zum Zitat Vincent JL, Patel GH, Fox MD, Snyder AZ, Baker JT, Van Essen DC et al (2007) Intrinsic functional architecture in the anaesthetized monkey brain. Nature 447(7140):83–86PubMedCrossRef Vincent JL, Patel GH, Fox MD, Snyder AZ, Baker JT, Van Essen DC et al (2007) Intrinsic functional architecture in the anaesthetized monkey brain. Nature 447(7140):83–86PubMedCrossRef
Zurück zum Zitat Whitfield-Gabrieli S, Thermenos HW, Milanovic S, Tsuang MT, Faraone SV, McCarley RW et al (2009) Hyperactivity and hyperconnectivity of the default network in schizophrenia and in first-degree relatives of persons with schizophrenia. PNAS 106(4):1279–1284PubMedPubMedCentralCrossRef Whitfield-Gabrieli S, Thermenos HW, Milanovic S, Tsuang MT, Faraone SV, McCarley RW et al (2009) Hyperactivity and hyperconnectivity of the default network in schizophrenia and in first-degree relatives of persons with schizophrenia. PNAS 106(4):1279–1284PubMedPubMedCentralCrossRef
Zurück zum Zitat Wink AM, de Munck JC, van der Werf YD, van den Heuvel OA, Barkhof F (2012) Fast eigenvector centrality mapping of voxel-wise connectivity in functional Magnetic Resonance Imaging: implementation, validation, and interpretation. Brain Connect 2(5):265–274PubMedCrossRef Wink AM, de Munck JC, van der Werf YD, van den Heuvel OA, Barkhof F (2012) Fast eigenvector centrality mapping of voxel-wise connectivity in functional Magnetic Resonance Imaging: implementation, validation, and interpretation. Brain Connect 2(5):265–274PubMedCrossRef
Zurück zum Zitat Woo JM, Yoon KS, Choi YH, Oh KS, Lee YS, Yu BH (2004) The association between panic disorder and the L/L genotype of catechol-O-methyltransferase. J Psychiatr Res 38(4):365–370PubMedCrossRef Woo JM, Yoon KS, Choi YH, Oh KS, Lee YS, Yu BH (2004) The association between panic disorder and the L/L genotype of catechol-O-methyltransferase. J Psychiatr Res 38(4):365–370PubMedCrossRef
Zurück zum Zitat Wu T, Wang L, Chen Y, Zhao C, Li K, Chan P (2009) Changes of functional connectivity of the motor network in the resting state in Parkinson’s disease. Neurosci Lett 460(1):6–10PubMedCrossRef Wu T, Wang L, Chen Y, Zhao C, Li K, Chan P (2009) Changes of functional connectivity of the motor network in the resting state in Parkinson’s disease. Neurosci Lett 460(1):6–10PubMedCrossRef
Zurück zum Zitat Zubieta JK, Heitzeg MM, Smith YR, Bueller JA, Xu K, Xu Y, Goldman D (2003) COMT val158met genotype affects µ-opioid neurotransmitter responses to a pain stressor. Science 299(5610):1240–1243PubMedCrossRef Zubieta JK, Heitzeg MM, Smith YR, Bueller JA, Xu K, Xu Y, Goldman D (2003) COMT val158met genotype affects µ-opioid neurotransmitter responses to a pain stressor. Science 299(5610):1240–1243PubMedCrossRef
Zurück zum Zitat Zuo XN, Ehmke R, Mennes M, Imperati D, Castellanos FX, Sporns O, Milham MP (2012) Network centrality in the human functional connectome. Cereb Cortex 22(8):1862–1875PubMedCrossRef Zuo XN, Ehmke R, Mennes M, Imperati D, Castellanos FX, Sporns O, Milham MP (2012) Network centrality in the human functional connectome. Cereb Cortex 22(8):1862–1875PubMedCrossRef
Metadaten
Titel
Voxelwise eigenvector centrality mapping of the human functional connectome reveals an influence of the catechol-O-methyltransferase val158met polymorphism on the default mode and somatomotor network
verfasst von
Sebastian Markett
Christian Montag
Behrend Heeren
Rayna Saryiska
Bernd Lachmann
Bernd Weber
Martin Reuter
Publikationsdatum
30.05.2015
Verlag
Springer Berlin Heidelberg
Erschienen in
Brain Structure and Function / Ausgabe 5/2016
Print ISSN: 1863-2653
Elektronische ISSN: 1863-2661
DOI
https://doi.org/10.1007/s00429-015-1069-9

Weitere Artikel der Ausgabe 5/2016

Brain Structure and Function 5/2016 Zur Ausgabe

Leitlinien kompakt für die Neurologie

Mit medbee Pocketcards sicher entscheiden.

Seit 2022 gehört die medbee GmbH zum Springer Medizin Verlag

Update Neurologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.