Investigating GABA concentrations measured with macromolecule suppressed and unsuppressed MEGA-PRESS MR spectroscopy and their relationship with BOLD responses in the occipital cortex

被引:17
作者
Duncan, Niall W. [1 ,2 ,3 ]
Zhang, Jianfeng [4 ]
Northoff, Georg [1 ,5 ,6 ]
Weng, Xuchu [7 ]
机构
[1] Hangzhou Normal Univ, Ctr Cognit & Brain Disorders, Hangzhou, Zhejiang, Peoples R China
[2] Taipei Med Univ, Ctr Brain & Consciousness Res, Keelung Rd,Sect 2,172, Taipei, Taiwan
[3] Taipei Med Univ, Grad Inst Humanities Med, Taipei, Taiwan
[4] Zhejiang Univ, Coll Biomed Engn & Instrument Sci, Hangzhou, Zhejiang, Peoples R China
[5] Univ Ottawa, Inst Mental Hlth Res, Ottawa, ON, Canada
[6] Zhejiang Univ, Mental Hlth Ctr, Sch Med, Hangzhou, Zhejiang, Peoples R China
[7] South China Normal Univ, Inst Brain Res & Rehabil, Guangzhou, Guangdong, Peoples R China
基金
美国国家科学基金会;
关键词
NEURAL ACTIVITY; STIMULATION; FREQUENCY; AMPLITUDE; GLUTAMATE; SIGNALS; LEVEL;
D O I
10.1002/jmri.26706
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Background A combination of magnetic resonance spectroscopy (MRS) and functional (f)MRI is a promising method for studying brain activity. Negative results have, however, produced uncertainty as to the validity of the approach. Using a MEGA-PRESS sequence adapted to suppress the macromolecule signal (GABA-) has been suggested as a key methodological improvement, but there is some doubt as to the relationship between such estimates and those from the standard sequence (GABA+), making interpretation difficult. Purpose To investigate the relationship between GABA+ and GABA- estimates from the posterior cingulate and occipital cortices. The second aim was to test for a correlation between occipital GABA and blood oxygenation level-dependent (BOLD) responses in the visual cortex to establish which of the two MEGA-PRESS sequences was more related to the functional responses. Study Type Prospective. Subjects Thirty-one healthy participants. Field Strength/Sequence 3T/single-voxel H-1-MRS and gradient-echo echo planar imaging (EPI). Assessment GABA estimates were made using the Gannet toolbox. fMRI data were analyzed with FSL and Python scripts. Statistical Test Relationships between different variables were tested with Pearson's correlation. Results GABA+ and GABA- concentrations were found to be correlated in both regions (r = 0.52, 95% confidence interval [CI] = 0.35 0.66, p(FDR) = 0.002). No relationship was found between either the GABA+ or the GABA- concentrations and the amplitude of the BOLD response in the occipital cortex (GABA+, r = -0.14, p(FDR) > 0.1; GABA-, r = -0.29, p(FDR) >0.1). However, adding these results to those of prior studies in a meta-analysis of correlation coefficients did provide overall support for a negative correlation between GABA and BOLD response amplitudes (r = -0.39, 95% CI = -0.15-0.64). Data Conclusion The current findings highlight potential methodological issues that continue to interfere with relating MRS GABA estimates with fMRI responses but, taken in sum, provide support for this general approach. Technical Efficacy: Stage 1 J. Magn. Reson. Imaging 2019;50:1285-1294.
引用
收藏
页码:1285 / 1294
页数:10
相关论文
共 41 条
  • [1] Machine learning for neuroirnaging with scikit-learn
    Abraham, Alexandre
    Pedregosa, Fabian
    Eickenberg, Michael
    Gervais, Philippe
    Mueller, Andreas
    Kossaifi, Jean
    Gramfort, Alexandre
    Thirion, Bertrand
    Varoquaux, Gael
    [J]. FRONTIERS IN NEUROINFORMATICS, 2014, 8
  • [2] Optogenetic stimulation of GABA neurons can decrease local neuronal activity while increasing cortical blood flow
    Anenberg, Eitan
    Chan, Allen W.
    Xie, Yicheng
    LeDue, Jeffrey M.
    Murphy, Timothy H.
    [J]. JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2015, 35 (10) : 1579 - 1586
  • [3] ANALYSIS OF MACROMOLECULE RESONANCES IN H-1-NMR SPECTRA OF HUMAN BRAIN
    BEHAR, KL
    ROTHMAN, DL
    SPENCER, DD
    PETROFF, OAC
    [J]. MAGNETIC RESONANCE IN MEDICINE, 1994, 32 (03) : 294 - 302
  • [4] CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING
    BENJAMINI, Y
    HOCHBERG, Y
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) : 289 - 300
  • [5] A New Computational Model for Neuro-Glio-Vascular Coupling: Astrocyte Activation Can Explain Cerebral Blood Flow Nonlinear Response to Interictal Events
    Blanchard, Solenna
    Saillet, Sandrine
    Ivanov, Anton
    Benquet, Pascal
    Benar, Christian-George
    Pelegrini-Issac, Melanie
    Benali, Habib
    Wendling, Fabrice
    [J]. PLOS ONE, 2016, 11 (02):
  • [6] Variability of the coupling of blood flow and oxygen metabolism responses in the brain: a problem for interpreting BOLD studies but potentially a new window on the underlying neural activity
    Buxton, Richard B.
    Griffeth, Valerie E. M.
    Simon, Aaron B.
    Moradi, Farshad
    [J]. FRONTIERS IN NEUROSCIENCE, 2014, 8
  • [7] Elevated endogenous GABA level correlates with decreased fMRI signals in the rat brain during acute inhibition of GABA transaminase
    Chen, ZG
    Silva, AC
    Yang, JH
    Shen, J
    [J]. JOURNAL OF NEUROSCIENCE RESEARCH, 2005, 79 (03) : 383 - 391
  • [8] Effects of diazepam on BOLD activation during the processing of aversive faces
    Del-Ben, Cristina M.
    Ferreira, Cesar A. Q.
    Sanchez, Tiago A.
    Alves-Neto, Wolme C.
    Guapo, Vinicius G.
    de Araujo, Draulio B.
    Graeff, Frederico G.
    [J]. JOURNAL OF PSYCHOPHARMACOLOGY, 2012, 26 (04) : 443 - 451
  • [9] Baseline GABA concentration and fMRI response
    Donahue, Manus J.
    Near, Jamie
    Blicher, Jakob U.
    Jezzard, Peter
    [J]. NEUROIMAGE, 2010, 53 (02) : 392 - 398
  • [10] Associations of regional GABA and glutamate with intrinsic and extrinsic neural activity in humans-A review of multimodal imaging studies
    Duncan, Niall W.
    Wiebking, Christine
    Northoff, Georg
    [J]. NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS, 2014, 47 : 36 - 52