Mapping effective connectivity in the human brain with concurrent intracranial electrical stimulation and BOLD-fMRI

被引:30
作者
Oya, Hiroyuki [1 ]
Howard, Matthew A. [1 ]
Magnotta, Vincent A. [2 ]
Kruger, Anton [3 ]
Griffiths, Timothy D. [4 ]
Lemieux, Louis [5 ]
Carmichael, David W. [6 ]
Petkov, Christopher I. [4 ]
Kawasaki, Hiroto [1 ]
Kovach, Christopher K. [1 ]
Sutterer, Matthew J. [1 ]
Adolphs, Ralph [7 ]
机构
[1] Univ Iowa, Dept Neurosurg, Human Brain Res Lab, Iowa City, IA 52241 USA
[2] Univ Iowa, Coll Med, Dept Radiol, Iowa City, IA 52241 USA
[3] Univ Iowa, Coll Engn, Dept Elect & Comp Engn, Iowa City, IA USA
[4] Newcastle Univ, Inst Neurosci, Newcastle Upon Tyne, Tyne & Wear, England
[5] UCL, UCL Inst Neurol, London, England
[6] UCL, UCL Inst Child Hlth, London, England
[7] CALTECH, Div Biol & Biol Engn, Pasadena, CA 91125 USA
基金
英国生物技术与生命科学研究理事会;
关键词
Effective connectivity; Human; Electrical stimulation; Functional MRI; DBS; Amygdala; STATE FUNCTIONAL CONNECTIVITY; NETWORK; AMYGDALA; DISEASE; CORTEX; MRI;
D O I
10.1016/j.jneumeth.2016.12.014
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Background: Understanding brain function requires knowledge of how one brain region causally influences another. This information is difficult to obtain directly in the human brain, and is instead typically inferred from resting-state fMRI. New method: Here, we demonstrate the safety and scientific promise of a novel and complementary approach: concurrent electrical stimulation and fMRI (es-fMRI) at 3 T in awake neurosurgical patients with implanted depth electrodes. Results: We document the results of safety testing, actual experimental setup, and stimulation parameters, that safely and reliably evoke activation in distal structures through stimulation of amygdala, cingulate, or prefrontal cortex. We compare connectivity inferred from the evoked patterns of activation with that estimated from standard resting-state fMRI in the same patients: while connectivity patterns obtained with each approach are correlated, each method produces unique results. Response patterns were stable over the course of 11 min of es-fMRI runs. Comparison with existing method: es-fMRI in awake humans yields unique information about effective connectivity, complementing resting-state fMRI. Although our stimulations were below the level of inducing any apparent behavioral or perceptual effects, a next step would be to use es-fMRI to modulate task performances. This would reveal the acute network-level changes induced by the stimulation that mediate the behavioral and cognitive effects seen with brain stimulation. Conclusions: es-fMRI provides a novel and safe approach for mapping effective connectivity in the human brain in a clinical setting, and will inform treatments for psychiatric and neurodegenerative disorders that use deep brain stimulation. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:101 / 112
页数:12
相关论文
共 39 条
[1]   Tracking Whole-Brain Connectivity Dynamics in the Resting State [J].
Allen, Elena A. ;
Damaraju, Eswar ;
Plis, Sergey M. ;
Erhardt, Erik B. ;
Eichele, Tom ;
Calhoun, Vince D. .
CEREBRAL CORTEX, 2014, 24 (03) :663-676
[2]   Functional-Anatomic Fractionation of the Brain's Default Network [J].
Andrews-Hanna, Jessica R. ;
Reidler, Jay S. ;
Sepulcre, Jorge ;
Poulin, Renee ;
Buckner, Randy L. .
NEURON, 2010, 65 (04) :550-562
[3]   Toward discovery science of human brain function [J].
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 .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (10) :4734-4739
[4]   The brain's default network - Anatomy, function, and relevance to disease [J].
Buckner, Randy L. ;
Andrews-Hanna, Jessica R. ;
Schacter, Daniel L. .
YEAR IN COGNITIVE NEUROSCIENCE 2008, 2008, 1124 :1-38
[5]   Functional MRI with active, fully implanted, deep brain stimulation systems: Safety and experimental confounds [J].
Carmichael, David W. ;
Pinto, Serge ;
Limousin-Dowsey, Patricia ;
Thobois, Stephane ;
Allen, Philip J. ;
Lemieux, Louis ;
Yousry, Tarek ;
Thornton, John S. .
NEUROIMAGE, 2007, 37 (02) :508-517
[6]   Dynamic causal modelling: A critical review of the biophysical and statistical foundations [J].
Daunizeau, J. ;
David, O. ;
Stephan, K. E. .
NEUROIMAGE, 2011, 58 (02) :312-322
[7]   BIOLOGICAL TISSUE SIMULATION AND STANDARD TESTING MATERIAL FOR MRI [J].
DELUCA, F ;
MARAVIGLIA, B ;
MERCURIO, A .
MAGNETIC RESONANCE IN MEDICINE, 1987, 4 (02) :189-192
[8]   Mapping brain networks in awake mice using combined optical neural control and fMRI [J].
Desai, M. ;
Kahn, I. ;
Knoblich, U. ;
Bernstein, J. ;
Atallah, H. ;
Yang, A. ;
Kopell, N. ;
Buckner, R. L. ;
Graybiel, A. M. ;
Moore, C. I. ;
Boyden, E. S. .
JOURNAL OF NEUROPHYSIOLOGY, 2011, 105 (03) :1393-1405
[9]   Prefrontal cortical regulation of brainwide circuit dynamics and reward-related behavior [J].
Ferenczi, Emily A. ;
Zalocusky, Kelly A. ;
Liston, Conor ;
Grosenick, Logan ;
Warden, Melissa R. ;
Amatya, Debha ;
Katovich, Kiefer ;
Mehta, Hershel ;
Patenaude, Brian ;
Ramakrishnan, Charu ;
Kalanithi, Paul ;
Etkin, Amit ;
Knutson, Brian ;
Glover, Gary H. ;
Deisseroth, Karl .
SCIENCE, 2016, 351 (6268)
[10]   Resting-state networks link invasive and noninvasive brain stimulation across diverse psychiatric and neurological diseases [J].
Fox, Michael D. ;
Buckner, Randy L. ;
Liu, Hesheng ;
Chakravarty, M. Mallar ;
Lozano, Andres M. ;
Pascual-Leone, Alvaro .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2014, 111 (41) :E4367-E4375