Network Structure among Brain Systems in Adult ADHD is Uniquely Modified by Stimulant Administration

被引:24
作者
Cary, Robert P. [1 ,2 ]
Ray, Siddharth [1 ]
Grayson, David S. [1 ]
Painter, Julia [1 ]
Carpenter, Samuel [1 ]
Maron, Leeza [2 ]
Sporns, Olaf [3 ]
Stevens, Alexander A. [2 ]
Nigg, Joel T. [2 ]
Fair, Damien A. [1 ,2 ,4 ]
机构
[1] Oregon Hlth & Sci Univ, Dept Behav Neurosci, Portland, OR 97239 USA
[2] Oregon Hlth & Sci Univ, Dept Psychiat, Portland, OR 97239 USA
[3] Indiana Univ, Dept Psychol & Brain Sci, Bloomington, IN 47405 USA
[4] Oregon Hlth & Sci Univ, Adv Imaging Res Ctr, 3181 SW Sam Jackson Pk Rd L470, Portland, OR 97239 USA
关键词
resting state; functional connectivity; stimulants; MRI; ADHD; ATTENTION-DEFICIT/HYPERACTIVITY DISORDER; FUNCTIONAL CONNECTIVITY; METHYLPHENIDATE; CORTEX; ORGANIZATION; METAANALYSIS; INHIBITION; MEDICATION; COGNITION; STRIATUM;
D O I
10.1093/cercor/bhw209
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Current research in connectomics highlights that self-organized functional networks or "communities" of cortical areas can be detected in the adult brain. This perspective may provide clues to mechanisms of treatment response in psychiatric conditions. Here we examine functional brain community topology based on resting-state fMRI in adult Attention-Deficit/Hyperactivity Disorder (ADHD; n = 22) and controls (n = 31). We sought to evaluate ADHD patterns in adulthood and their modification by short term stimulants administration. Participants with ADHD were scanned one or two weeks apart, once with medication and once without; comparison participants were scanned at one time-point. Functional connectivity was estimated from these scans and community detection applied to determine cortical network topology. Measures of change in connectivity profile were calculated via a graph measure, termed the Node Dissociation Index (NDI). Compared to controls, several cortical networks had atypical connectivity in adults with ADHD when withholding stimulants, as measured by NDI. In most networks stimulants significantly reduced, but did not eliminate, differences in the distribution of connections between key brain systems relative to the control sample. These findings provide an enriched model of connectivity in ADHD and demonstrate how stimulants may exert functional effects by altering connectivity profiles in the brain.
引用
收藏
页码:3970 / 3979
页数:10
相关论文
共 55 条
[1]   Methylphenidate Normalizes Resting-State Brain Dysfunction in Boys With Attention Deficit Hyperactivity Disorder [J].
An, Li ;
Cao, Xiao-Hua ;
Cao, Qing-Jiu ;
Sun, Li ;
Yang, Li ;
Zou, Qi-Hong ;
Katya, Rubia ;
Zang, Yu-Feng ;
Wang, Yu-Feng .
NEUROPSYCHOPHARMACOLOGY, 2013, 38 (07) :1287-1295
[2]   Human brain networks in health and disease [J].
Bassett, Danielle S. ;
Bullmore, Edward T. .
CURRENT OPINION IN NEUROLOGY, 2009, 22 (04) :340-347
[3]   Large-scale brain networks in cognition: emerging methods and principles [J].
Bressler, Steven L. ;
Menon, Vinod .
TRENDS IN COGNITIVE SCIENCES, 2010, 14 (06) :277-290
[4]   Large-scale brain systems in ADHD: beyond the prefrontal-striatal model [J].
Castellanos, F. Xavier ;
Proal, Erika .
TRENDS IN COGNITIVE SCIENCES, 2012, 16 (01) :17-26
[5]   The neuropsychological effects of chronic methylphenidate on drug-naive boys with attention-deficit/hyperactivity disorder [J].
Coghill, David R. ;
Rhodes, Sinead M. ;
Matthews, Keith .
BIOLOGICAL PSYCHIATRY, 2007, 62 (09) :954-962
[6]   Toward Systems Neuroscience of ADHD: A Meta-Analysis of 55 fMRI Studies [J].
Cortese, Samuele ;
Kelly, Clare ;
Chabernaud, Camille ;
Proal, Erika ;
Di Martino, Adriana ;
Milham, Michael P. ;
Castellanos, F. Xavier .
AMERICAN JOURNAL OF PSYCHIATRY, 2012, 169 (10) :1038-1055
[7]   Shared and Drug-Specific Effects of Atomoxetine and Methylphenidate on Inhibitory Brain Dysfunction in Medication-Naive ADHD Boys [J].
Cubillo, Ana ;
Smith, Anna B. ;
Barrett, Nadia ;
Giampietro, Vincent ;
Brammer, Michael J. ;
Simmons, Andrew ;
Rubia, Katya .
CEREBRAL CORTEX, 2014, 24 (01) :174-185
[8]   Functional Connectivity of Human Striatum: A Resting State fMRI Study [J].
Di Martino, A. ;
Scheres, A. ;
Margulies, D. S. ;
Kelly, A. M. C. ;
Uddin, L. Q. ;
Shehzad, Z. ;
Biswal, B. ;
Walters, J. R. ;
Castellanos, F. X. ;
Milham, M. P. .
CEREBRAL CORTEX, 2008, 18 (12) :2735-2747
[9]   A dual-networks architecture of top-down control [J].
Dosenbach, Nico U. F. ;
Fair, Damien A. ;
Cohen, Alexander L. ;
Schlaggar, Bradley L. ;
Petersen, Steven E. .
TRENDS IN COGNITIVE SCIENCES, 2008, 12 (03) :99-105
[10]   Prediction of Individual Brain Maturity Using fMRI [J].
Dosenbach, Nico U. F. ;
Nardos, Binyam ;
Cohen, Alexander L. ;
Fair, Damien A. ;
Power, Jonathan D. ;
Church, Jessica A. ;
Nelson, Steven M. ;
Wig, Gagan S. ;
Vogel, Alecia C. ;
Lessov-Schlaggar, Christina N. ;
Barnes, Kelly Anne ;
Dubis, Joseph W. ;
Feczko, Eric ;
Coalson, Rebecca S. ;
Pruett, John R., Jr. ;
Barch, Deanna M. ;
Petersen, Steven E. ;
Schlaggar, Bradley L. .
SCIENCE, 2010, 329 (5997) :1358-1361