Effects of resting state condition on reliability, trait specificity, and network connectivity of brain function measured with arterial spin labeled perfusion MRI

被引:19
作者
Li, Zhengjun [1 ]
Vidorreta, Marta [2 ]
Katchmar, Natalie [3 ]
Alsop, David C. [4 ]
Wolf, Daniel H. [3 ]
Detre, John A. [1 ,2 ]
机构
[1] Univ Penn, Dept Neurol, Perelman Sch Med, Philadelphia, PA 19104 USA
[2] Univ Penn, Dept Radiol, Perelman Sch Med, Philadelphia, PA 19104 USA
[3] Univ Penn, Dept Psychiat, Perelman Sch Med, Philadelphia, PA 19104 USA
[4] Beth Israel Deaconess Med Ctr, Dept Radiol, 330 Brookline Ave, Boston, MA 02215 USA
关键词
Arterial spin labeled (ASL) perfusion MRI; Resting state conditions; Reliability; Trait specificity; Network connectivity; CEREBRAL-BLOOD-FLOW; TEST-RETEST RELIABILITY; EYES-OPEN; FMRI; REPRODUCIBILITY; INDIVIDUALS; ACTIVATION; BOLD; ORGANIZATION; SENSITIVITY;
D O I
10.1016/j.neuroimage.2018.02.028
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Resting state fMRI (rs-fMRI) provides imaging biomarkers of task-independent brain function that can be associated with clinical variables or modulated by interventions such as behavioral training or pharmacological manipulations. These biomarkers include time-averaged regional brain function as manifested by regional cerebral blood flow (CBF) measured using arterial spin labeled (ASL) perfusion MRI and correlated temporal fluctuations of function across brain networks with either ASL or blood oxygenation level dependent (BOLD) fMRI. Resting-state studies are typically carried out using just one of several prescribed state conditions such as eyes closed (EC), eyes open (EO), or visual fixation on a cross-hair (FIX), which may affect the reliability and specificity of rs-fMRI. In this study, we collected test-retest ASL MRI data during 4 resting-state task conditions: EC, EO, FIX and PVT (low-frequency psychomotor vigilance task), and examined the effects of these task conditions on reliability and reproducibility as well as trait specificity of regional brain function. We also acquired resting-state BOLD fMRI under FIX and compared the network connectivity reliabilities between the four ASL conditions and the BOLD FIX condition. For resting-state ASL data, EC provided the highest CBF reliability, reproducibility, trait specificity, and network connectivity reliability, followed by EO, while FIX was lowest on all of these measures. PVT demonstrated lower CBF reliability, reproducibility and trait specificity than EO and EC. Overall network connectivity reliability was comparable between ASL and BOLD. Our findings confirm ASL CBF as a reliable, stable, and consistent measure of resting-state regional brain function and support the use of EC or EO over FIX and PVT as the resting-state condition.
引用
收藏
页码:165 / 175
页数:11
相关论文
共 76 条
[1]   Experimental design and the relative sensitivity of BOLD and perfusion fMRI [J].
Aguirre, GK ;
Detre, JA ;
Zarahn, E ;
Alsop, DC .
NEUROIMAGE, 2002, 15 (03) :488-500
[2]   Test-retest reliability of cerebral blood flow in healthy individuals using arterial spin labeling: Findings from the EMBARC study [J].
Almeida, Jorge R. C. ;
Greenberg, Tsafrir ;
Lu, Hanzhang ;
Chase, Henry W. ;
Fournier, Jay C. ;
Cooper, Crystal M. ;
Deckersbach, Thilo ;
Adams, Phil ;
Carmody, Thomas ;
Fava, Maurizio ;
Kurian, Benji ;
McGrath, Patrick J. ;
McInnis, Melvin G. ;
Oquendo, Maria A. ;
Parsey, Ramin ;
Weissman, Myrna ;
Trivedi, Madhukar ;
Phillips, Mary L. .
MAGNETIC RESONANCE IMAGING, 2018, 45 :26-33
[3]   Recommended Implementation of Arterial Spin-Labeled Perfusion MRI for Clinical Applications: A Consensus of the ISMRM Perfusion Study Group and the European Consortium for ASL in Dementia [J].
Alsop, David C. ;
Detre, John A. ;
Golay, Xavier ;
Guenther, Matthias ;
Hendrikse, Jeroen ;
Hernandez-Garcia, Luis ;
Lu, Hanzhang ;
MacIntosh, Bradley J. ;
Parkes, Laura M. ;
Smits, Marion ;
van Osch, Matthias J. P. ;
Wang, Danny J. J. ;
Wong, Eric C. ;
Zaharchuk, Greg .
MAGNETIC RESONANCE IN MEDICINE, 2015, 73 (01) :102-116
[4]   Reduced transit-time sensitivity in noninvasive magnetic resonance imaging of human cerebral blood flow [J].
Alsop, DC ;
Detre, JA .
JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 1996, 16 (06) :1236-1249
[5]  
[Anonymous], NEUROIMAGE
[6]   Modulation of spontaneous fMRI activity in human visual cortex by behavioral state [J].
Bianciardi, Marta ;
Fukunaga, Masaki ;
van Gelderen, Peter ;
Horovitz, Silvina G. ;
de Zwart, Jacco A. ;
Duyn, Jeff H. .
NEUROIMAGE, 2009, 45 (01) :160-168
[7]  
Bijsterbosch Janine, 2017, Introduction to Resting State fMRI Functional Connectivity, V1st
[8]   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
[9]   Modeling the hemodynamic response to brain activation [J].
Buxton, RB ;
Uludag, K ;
Dubowitz, DJ ;
Liu, TT .
NEUROIMAGE, 2004, 23 :S220-S233
[10]   Clinical applications of the functional connectome [J].
Castellanos, F. Xavier ;
Di Martino, Adriana ;
Craddock, R. Cameron ;
Mehta, Ashesh D. ;
Milham, Michael P. .
NEUROIMAGE, 2013, 80 :527-540