What can MEG neuroimaging tell us about reading?
Section snippets
What is MEG?
Magnetoencephalography (MEG) is a neuroimaging technique that measures the magnetic field patterns generated by the brain. MEG measures activity primarily from the post-synaptic potentials of pyramidal cortical cells. When large populations of neurons fire together, as is the case when the brain responds to some sensory input, then an electric current is measurable outside the head. This is the basis of the well-known EEG technique. The neuromagnetic correlate of the electric current measured
Spatial dynamics of reading
There are a number of excellent reviews that have mapped the functional components of the reading network (e.g., Fiez and Petersen, 1998, Jobard et al., 2003, Price, 2000, Pugh et al., 2001). The strength of MEG lies more in being able to combine spatial and temporal dynamics, so this section will serve more as a brief site-map to the more important components of the reading network.
Neuroimaging research has demonstrated a wide and complex network of cortical sites that are recruited in
Temporal dynamics of reading
Emerging MEG studies have allowed us to put tentative ‘time-tags’ on the areas of interest in the reading network, generally describing a posterior to anterior, and inferior to superior flow of activation. Earliest, pre-lexical activity occurs in the occipito-temporal areas (Pammer et al., 2004, Tarkiainen et al., 1999, Tarkiainen et al., 2002). Tarkiainen et al. (1999) showed distinct early components of the reading network within the first 200 ms, namely a midline occipital component (dark
Frequency dynamics – the new frontier
The reading network involves a number of spatially disparate sites and acquiring reading skills means that the brain must learn to communicate between these different sites, binding relevant information to access a coherent lexical entry and maintaining a smooth flow of dynamic processing. An emerging theme in reading research is the role of cortical connectivity in the neural networks that underlie skilled reading. MEG research in this area is still in its early stages and there are as yet a
What can MEG neuroimaging NOT tell us about reading?
One of the limitations of MEG is that accuracy in detecting sources decreases with increasing distance from the source (Hillebrand & Barnes, 2002). In other words, deeper sources are difficult to pick up and to localise accurately in MEG. This makes it more difficult to analyse contributions from deeper sources such as the thalamus for example. The thalamus has been consistently implicated in fMRI studies of reading and word recognition (e.g., Brunswick et al., 1999, Rumsey et al., 1997, Rumsey
Conclusion
In order to read fluently, the brain is required to recruit disparate cortical areas to function in a highly complex and dynamic way. Because MEG is sensitive to the spatial and temporal properties of cortical signals, it can provide a valuable contribution to the cortical processes involved in reading. MEG allows us to track the evolution of the time course of the information flow through the reading network, mapping the time course of the neuromagnetic signal to specific cortical locations.
References (99)
- et al.
Spatiotemporal analysis of feedback processing during a card sorting task using spatially filtered MEG
Neuroscience Letters
(2006) - et al.
Individual differences in auditory processing in specific language impairment: a follow-up study using event-related potentials and behavioural thresholds
Cortex
(2005) - et al.
Distinct unimodal and multimodal regions for word processing in the left temporal cortex
Neuroimage
(2004) Subcortical mechanisms in language: lexical-semantic mechanisms and the thalamus
Brain and Cognition
(1999)- et al.
A magnetoencephalographic component whose latency reflects lexical frequency
Cognitive Brain Research
(2001) - et al.
Assessing interactions of linear and non-linear neuronal sources using MEG beamformers: a proof of concept
Clinical Neurophysiology
(2005) - et al.
N400-like magnetoencephalography responses modulated by semantic context, word frequency, and lexical class in sentences
Neuroimage
(2002) - et al.
Timing of human cortical functions during cognition: the role of MEG
Trends in Cognitive Sciences
(2000) - et al.
Magnetoencephalographic cortical rhythms
International Journal of Psychophysiology
(1997) - et al.
Neuroscience Letters
(2006)
A quantitative assessment of the sensitivity of whole-head MEG to activity in the adult human cortex
Neuroimage
Spatio-temporal distributions of brain oscillations during silent reading
Determination of language dominance with synthetic aperture magnetometry. Comparison with the WADA test
Neuroimage
Inversion and contrast reversal effects on face processing assessed by MEG
Brain Research
Neural networks a century after Cajal
Brain Research Reviews
Evaluation of the dual route theory of reading; a metanalysis of 35 neuroimaging studies
Neuroimage
Event related potentials to semantically inappropriate and surprisingly large words
Biological Psychology
The distinct modes of vision offered by feedforward and recurrent processing
Trends in Neuroscience
Neural dynamics for facial threat processing as revealed by gamma band synchronization using MEG
Neuroimage
Spatiotemporal dynamics of modality-specific and supramodal word processing
Neuron
Speech and non-speech processing in people with specific language impairment: a behavioural and electrophysiological study
Brain and Language
Semantic and phonological task-set priming and stimulus processing investigated using magnetoencephalography (MEG)
Neuropsychologia
Attentional shifting and the role of the dorsal pathway in visual word recognition
Neuropsychologia
Visual word recognition: the first half second
Neuroimage
Event-related EEG/MEG synchronization and desynchronization: basic principles
Clinical Neurophysiology
Post movement beta synchronisation: a correlate of an idling motor area?
Electroencephalography and Clinical Neurophysiology
The myth of the visual word form area
Neuroimage
Neurobiological studies of reading and reading disability
Journal of Communication Disorders
Tracking the time course of word recognition with MEG
Trends in Cognitive Sciences
Neuromagnetic evidence for the timing of lexical activation: an MEG component sensitive to phonotactic probability but not to neighbourhood density
Brain and Language
What does phase information of oscillatory brain activity tell us about cognitive processes?
Neuroscience and Biobehavioural Reviews
Synchrony unbound: a critical evaluation of the temporal binding hypothesis
Neuron
Neural systems for compensation and persistence: young adult outcome of childhood reading disability
Biological Psychiatry
Brain activation profiles in dyslexic children during non-word reading: a magnetic source imaging study
Neuroscience Letters
Alexia without agraphia following biopsy of a left thalamic tumour
Paediatric Neurology
Parallel distributed processing in the Sroop task using spatially filtered magnetoencephalography
Neuroscience Letters
A neuronal model of attentional spotlight: parietal guiding the temporal
Brain Research Reviews
Magnetoencephalography: the art of finding a needle in a haystack
Physica C
Signal processing in magnetoencephalography
Methods
The electroencephalogram: Its patterns and origins
Statistical flattening of MEG beamformer images
Human Brain Mapping
Realistic spatial sampling for MEG beamformer images
Human Brain Imaging
Über das Elektroenkephalogramm des Menschen
Archiv für Psychiatrie und Nervenkrankheiten
Explicit and implicit processing of words and pseudowords by adult developmental dyslexics – a search for Wernicke's Wortschatz?
Brain
The visual word form area – spatial and temporal characterization of an initial stage of reading in normal subjects and posterior split-brain patients
Brain
Language-specific tuning of visual cortex functional properties of the Visual Word Form Area
Brain
Serial processing in reading aloud – evidence for dual route models of reading
Journal of Experimental Psychology, Human Perception and Performance
Assessing the relevance of fMRI-based prior in the EEG inverse problem: a Bayesian model comparison approach
IEEE Transactions on Signal Processing
Cited by (8)
The neuro-cognitive representations of symbols: the case of concrete words
2017, NeuropsychologiaCitation Excerpt :The two stages of symbolic processing, the identification and the semantic stage, can be dissociated not only in terms of content (see 1) and localization (see 2), but also with respect to their temporal dynamics. Overall, during single word reading, brain activation unfolds from occipital areas towards the anterior temporal pole (Marinkovic et al., 2003; Pammer, 2009). Similarly, listening first elicits activity in primary auditory areas and subsequently in supramodal temporal areas including the anterior temporal pole (Marinkovic et al., 2003; Salmelin, 2007).
Right semantic modulation of early MEG components during ambiguity resolution
2013, NeuroImageCitation Excerpt :It is commonly viewed that the orthographic decoding is manifested early on in the N170 component (Bentin et al., 1999; Cohen et al., 2000). There is also agreement that the N400 (M350) component reflects semantic processing (see review: Pammer, 2009). However, some studies (Dell'Acqua et al., 2007; Pulvermüller et al., 2001; Sereno et al., 1998) have found evidence for semantic processing less than 200 ms after word onset.
The neural basis of the right visual field advantage in reading: An MEG analysis using virtual electrodes
2011, Brain and LanguageCitation Excerpt :Responses in those regions appeared in the first time window of the active–passive comparison (0–200 ms), taking the form of increases in oscillatory power in the 1–10 Hz frequency band (Fig. 3). Central presentation of words has been observed to produce responses in the same extrastriate areas in PET and fMRI studies (Carreiras et al., 2007; Fiez & Petersen, 1998; Jobard et al., 2003; Mechelli et al., 2003; Pugh et al., 1996), as well as in MEG studies (Cornelissen et al., 2003, 2009; Dhond et al., 2001; Kujala et al., 2007; Marinkovic et al., 2003; Pammer et al., 2004; Salmelin et al., 2000; Tarkiainen et al., 1999; see Pammer, 2009, for a review). One possibility widely considered is that these areas are involved in extracting visual features from letters and other complex visual stimuli, and are therefore involved in an early stage in the process of visual word recognition (Salmelin, 2007).
Attention and the identification of parafoveal words in school-age children and adults
2011, Journal of NeurolinguisticsCitation Excerpt :On the other hand, our results cannot be explained solely by the evolution of an attentional system, because the children did not show a larger distractor effect when identifying object drawings. The attention system may act on the reading system as a “visual guidance system” (Pammer, 2009), which distributes attentional resources, searches for and selects different components of the text and prepares for expected information. Several studies have found a developmental increase in frontal and parietal cortex activity during attention-demanding reading-related tasks.
Manual dexterity predicts phonological decoding speed in typical reading adults
2021, Psychological Research