Greater Repertoire and Temporal Variability of Cross-Frequency Coupling (CFC) Modes in Resting-State Neuromagnetic Recordings among Children with Reading Difficulties

被引:29
作者
Dimitriadis, Stavros I. [1 ,2 ]
Laskaris, Nikolaos A. [1 ,2 ]
Simos, Panagiotis G. [3 ]
Fletcher, Jack M. [4 ]
Papanicolaou, Andrew C. [5 ,6 ]
机构
[1] Aristotle Univ Thessaloniki, Artificial Intelligence & Informat Anal Lab, Dept Informat, GR-54006 Thessaloniki, Greece
[2] Aristotle Univ Thessaloniki, Neuroinformat Grp, Dept Informat, GR-54006 Thessaloniki, Greece
[3] Univ Crete, Sch Med, Iraklion, Greece
[4] Univ Houston, Dept Psychol, Houston, TX USA
[5] Univ Tennessee, Ctr Hlth Sci, Dept Pediat, Div Clin Neurosci, Memphis, TN 38163 USA
[6] Le Bonheur Chilchens Hosp, Le Bonheur Neurosci Inst, Memphis, TN USA
关键词
magnetoencephalography; dyslexia; resting state; phase-amplitude coupling; cross-frequency coupling; functional connectivity; chronnectome analysis; oscillopathies; DYNAMIC FUNCTIONAL CONNECTIVITY; BRAINS DEFAULT NETWORK; NEURONAL OSCILLATIONS; ALZHEIMERS-DISEASE; NUCLEUS-ACCUMBENS; CORTICAL NETWORKS; HUMAN HIPPOCAMPUS; PHASE SYNCHRONY; NERVOUS-SYSTEM; TIME-SERIES;
D O I
10.3389/fnhum.2016.00163
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Cross-frequency, phase-to-amplitude coupling (PAC) between neuronal oscillations at rest may serve as the substrate that supports information exchange between functionally specialized neuronal populations both within and between cortical regions. The study utilizes novel algorithms to identify prominent instantaneous modes of cross frequency coupling and their temporal stability in resting state magnetoencephalography (MEG) data from 25 students experiencing severe reading difficulties (RD) and 27 age-matched non-impaired readers (NI). Phase coherence estimates were computed in order to identify the prominent mode of PAC interaction for each sensor, sensor pair, and pair of frequency bands (from delta to gamma) at successive time windows of the continuous MEG record. The degree of variability in the characteristic frequency-pair PAC(f1-f2) modes over time was also estimated. Results revealed a wider repertoire of prominent PAC interactions in RD as compared to NI students, suggesting an altered functional substrate for information exchange between neuronal assemblies in the former group. Moreover, RD students showed significant variability in PAC modes over time. This temporal instability of PAC values was particularly prominent: (a) within and between right hemisphere temporo-parietal and occipito-temporal sensors and, (b) between left hemisphere frontal, temporal, and occipito-temporal sensors and corresponding right hemisphere sites. Altered modes of neuronal population coupling may help account for extant data revealing reduced, task-related neurophysiological and hemodynamic activation in left hemisphere regions involved in the reading network in RD. Moreover, the spatial distribution of pronounced instability of cross-frequency coupling modes in this group may provide an explanation for previous reports suggesting the presence of inefficient compensatory mechanisms to support reading.
引用
收藏
页码:1 / 17
页数:17
相关论文
共 106 条
[61]   A preliminary study of the dysregulation of the resting networks in first-episode medication-naive adolescent depression [J].
Jin, Chenwang ;
Gao, Chengge ;
Chen, Ce ;
Ma, Shaohui ;
Netra, Rana ;
Wang, Yuan ;
Zhang, Ming ;
Li, Dan .
NEUROSCIENCE LETTERS, 2011, 503 (02) :105-109
[62]   Cross-frequency coupling in real and virtual brain networks [J].
Jirsa, Viktor ;
Mueller, Viktor .
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2013, 7
[63]   Identifying patients with Alzheimer's disease using resting-state fMRI and graph theory [J].
Khazaee, Ali ;
Ebrahimzadeh, Ata ;
Babajani-Feremi, Abbas .
CLINICAL NEUROPHYSIOLOGY, 2015, 126 (11) :2132-2141
[64]   Beyond the Connectome: The Dynome [J].
Kopell, Nancy J. ;
Gritton, Howard J. ;
Whittington, Miles A. ;
Kramer, Mark A. .
NEURON, 2014, 83 (06) :1319-1328
[65]   Resting-State Functional Connectivity Indexes Reading Competence in Children and Adults [J].
Koyama, Maki S. ;
Di Martino, Adriana ;
Zuo, Xi-Nian ;
Kelly, Clare ;
Mennes, Maarten ;
Jutagir, Devika R. ;
Castellanos, F. Xavier ;
Milham, Michael P. .
JOURNAL OF NEUROSCIENCE, 2011, 31 (23) :8617-8624
[66]   Reading Networks at Rest [J].
Koyama, Maki S. ;
Kelly, Clare ;
Shehzad, Zarrar ;
Penesetti, Deepak ;
Castellanos, F. Xavier ;
Milham, Michael P. .
CEREBRAL CORTEX, 2010, 20 (11) :2549-2559
[67]   Sharp edge artifacts and spurious coupling in EEG frequency comodulation measures [J].
Kramer, Mark A. ;
Tort, Adriano B. L. ;
Kopell, Nancy J. .
JOURNAL OF NEUROSCIENCE METHODS, 2008, 170 (02) :352-357
[68]  
Lachaux JP, 1999, HUM BRAIN MAPP, V8, P194, DOI 10.1002/(SICI)1097-0193(1999)8:4<194::AID-HBM4>3.0.CO
[69]  
2-C
[70]   Modifying the brain activation of poor readers during sentence comprehension with extended remedial instruction: A longitudinal study of neuroplasticity [J].
Meyler, Ann ;
Keller, Timothy A. ;
Cherkassky, Vladimir L. ;
Gabrieli, John D. E. ;
Just, Marcel Adam .
NEUROPSYCHOLOGIA, 2008, 46 (10) :2580-2592