Network-Level Assessment of Reward-Related Activation in Patients with ADHD and Healthy Individuals

被引:27
作者
von Rhein, Daniel [1 ,2 ]
Beckmann, Christian F. [1 ,2 ,3 ]
Franke, Barbara [4 ,5 ]
Oosterlaan, Jaap [6 ]
Heslenfeld, Dirk J. [6 ]
Hoekstra, Pieter J. [7 ]
Hartman, Catharina A. [7 ]
Luman, Marjolein [6 ]
Faraone, Stephen V. [8 ,9 ]
Cools, Roshan [1 ]
Buitelaar, Jan K. [1 ,10 ]
Mennes, Maarten [2 ]
机构
[1] Radboud Univ Nijmegen, Med Ctr, Dept Cognit Neurosci, Donders Inst Brain Cognit & Behav, Nijmegen, Netherlands
[2] Radboud Univ Nijmegen, Donders Ctr Cognit Neuroimaging, Donders Inst Brain Cognit & Behav, Nijmegen, Netherlands
[3] Univ Oxford, Ctr Funct MRI Brain, Oxford, England
[4] Radboud Univ Nijmegen, Dept Psychiat, Med Ctr, Nijmegen, Netherlands
[5] Radboud Univ Nijmegen, Med Ctr, Donders Inst Brain Cognit & Behav, Dept Human Genet, Nijmegen, Netherlands
[6] Vrije Univ Amsterdam, Sect Clin Neuropsychol, Amsterdam, Netherlands
[7] Univ Groningen, Univ Med Ctr Groningen, Dept Psychiat, Groningen, Netherlands
[8] SUNY Upstate Med Univ, Dept Psychiat & Neurosci & Physiol, Syracuse, NY 13210 USA
[9] Univ Bergen, KG Jebsen Ctr Res Neuropsychiat Disorders, Bergen, Norway
[10] Karakter Child & Adolescent Psychiat Univ Ctr, Nijmegen, Netherlands
关键词
imaging; brain networks; ADHD; reward processing; ATTENTION-DEFICIT/HYPERACTIVITY DISORDER; DEFICIT HYPERACTIVITY DISORDER; BRAIN NETWORKS; CONNECTIVITY; FMRI; ANTICIPATION; COGNITION; MOTIVATION; CHILDREN; MODEL;
D O I
10.1002/hbm.23522
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Introduction: Reward processing is a key aspect of cognitive control processes, putatively instantiated by mesolimbic and mesocortical brain circuits. Deficient signaling within these circuits has been associated with psychopathology. We applied a network discovery approach to assess specific functional networks associated with reward processing in participants with attention-deficit/hyperactivity disorder (ADHD). Methods: To describe task-related processes in terms of integrated functional networks, we applied independent component analysis (ICA) to task response maps of 60 healthy participants who performed a monetary incentive delay (MID) task. The resulting components were interpreted on the basis of their similarity with group-level task responses as well as their similarity with brain networks derived from resting state fMRI analyses. ADHD-related effects on network characteristics including functional connectivity and communication between networks were examined in an independent sample comprising 150 participants with ADHD and 48 healthy controls. Results: We identified 23 components to be associated with 4 large-scale functional networks: the default-mode, visual, executive control, and salience networks. The salience network showed a specific association with reward processing as well as the highest degree of within-network integration. ADHD was associated with decreased functional connectivity between the salience and executive control networks as well as with peripheral brain regions. Conclusions: Reward processing as measured with the MID task involves one reward-specific and three general functional networks. Participants with ADHD exhibited alterations in connectivity of both the salience and executive control networks and associated brain regions during task performance. (C) 2017 Wiley Periodicals, Inc.
引用
收藏
页码:2359 / 2369
页数:11
相关论文
共 39 条
  • [1] Aarts E, 2011, FRONT PSYCHOL, V35, P1943
  • [2] Behavioral inhibition, sustained attention, and executive functions: Constructing a unifying theory of ADHD
    Barkley, RA
    [J]. PSYCHOLOGICAL BULLETIN, 1997, 121 (01) : 65 - 94
  • [3] Parsing reward
    Berridge, KC
    Robinson, TE
    [J]. TRENDS IN NEUROSCIENCES, 2003, 26 (09) : 507 - 513
  • [4] Affective neuroscience of pleasure: reward in humans and animals
    Berridge, Kent C.
    Kringelbach, Morten L.
    [J]. PSYCHOPHARMACOLOGY, 2008, 199 (03) : 457 - 480
  • [5] Toward discovery science of human brain function
    Biswal, Bharat B.
    Mennes, Maarten
    Zuo, Xi-Nian
    Gohel, Suril
    Kelly, Clare
    Smith, Steve M.
    Beckmann, Christian F.
    Adelstein, Jonathan S.
    Buckner, Randy L.
    Colcombe, Stan
    Dogonowski, Anne-Marie
    Ernst, Monique
    Fair, Damien
    Hampson, Michelle
    Hoptman, Matthew J.
    Hyde, James S.
    Kiviniemi, Vesa J.
    Kotter, Rolf
    Li, Shi-Jiang
    Lin, Ching-Po
    Lowe, Mark J.
    Mackay, Clare
    Madden, David J.
    Madsen, Kristoffer H.
    Margulies, Daniel S.
    Mayberg, Helen S.
    McMahon, Katie
    Monk, Christopher S.
    Mostofsky, Stewart H.
    Nagel, Bonnie J.
    Pekar, James J.
    Peltier, Scott J.
    Petersen, Steven E.
    Riedl, Valentin
    Rombouts, Serge A. R. B.
    Rypma, Bart
    Schlaggar, Bradley L.
    Schmidt, Sein
    Seidler, Rachael D.
    Siegle, Greg J.
    Sorg, Christian
    Teng, Gao-Jun
    Veijola, Juha
    Villringer, Arno
    Walter, Martin
    Wang, Lihong
    Weng, Xu-Chu
    Whitfield-Gabrieli, Susan
    Williamson, Peter
    Windischberger, Christian
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (10) : 4734 - 4739
  • [6] The brain's default network - Anatomy, function, and relevance to disease
    Buckner, Randy L.
    Andrews-Hanna, Jessica R.
    Schacter, Daniel L.
    [J]. YEAR IN COGNITIVE NEUROSCIENCE 2008, 2008, 1124 : 1 - 38
  • [7] No Evidence for Inhibitory Deficits or Altered Reward Processing in ADHD: Data From a New Integrated Monetary Incentive Delay Go/No-Go Task
    Demurie, Ellen
    Roeyers, Herbert
    Wiersema, Jan R.
    Sonuga-Barke, Edmund
    [J]. JOURNAL OF ATTENTION DISORDERS, 2016, 20 (04) : 353 - 367
  • [8] Reward circuit connectivity relates to delay discounting in children with attention-deficit/hyperactivity disorder
    Dias, Taciana G. Costa
    Wilson, Vanessa B.
    Bathula, Deepti R.
    Iyer, Swathi P.
    Mills, Kathryn L.
    Thurlow, Bria L.
    Stevens, Corinne A.
    Musser, Erica D.
    Carpenter, Samuel D.
    Grayson, David S.
    Mitchell, Suzanne H.
    Nigg, Joel T.
    Fair, Damien A.
    [J]. EUROPEAN NEUROPSYCHOPHARMACOLOGY, 2013, 23 (01) : 33 - 45
  • [9] The developmental psychopathology of motivation in adolescence
    Fairchild, Graeme
    [J]. DEVELOPMENTAL COGNITIVE NEUROSCIENCE, 2011, 1 (04) : 414 - 429
  • [10] Distinct patterns of brain activity in young carriers of the APOE-ε4 allele
    Filippini, Nicola
    MacIntosh, Bradley J.
    Hough, Morgan G.
    Goodwin, Guy M.
    Frisoni, Giovanni B.
    Smith, Stephen M.
    Matthews, Paul M.
    Beckmann, Christian F.
    Mackay, Clare E.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (17) : 7209 - 7214