Cortical Signatures of Dyslexia and Remediation: An Intrinsic Functional Connectivity Approach
et al. (2013) Cortical Signatures of Dyslexia and Remediation: An Intrinsic Functional
Connectivity Approach. PLoS ONE 8(2): e55454. doi:10.1371/journal.pone.0055454
Cortical Signatures of Dyslexia and Remediation: An Intrinsic Functional Connectivity Approach
Maki S. Koyama 0
Adriana Di Martino 0
Clare Kelly 0
Devika R. Jutagir 0
Jessica Sunshine 0
Susan J. Schwartz 0
Francisco X. Castellanos 0
Michael P. Milham 0
Nanyin Zhang, University of Massachusetts Medical School, United States of America
0 1 Rutgers University Center for Molecular and Behavioral Neuroscience, Newark, New Jersey, United States of America, 2 Phyllis Green and Randolph Cowen Institute for Pediatric Neuroscience, New York University Child Study Center, NYU Langone Medical Center , New York , New York, United States of America, 3 Center for the Developing Brain, Child Mind Institute , New York , New York, United States of America, 4 Nathan Kline Institute for Psychiatric Research , Orangeburg, New York , United States of America
This observational, cross-sectional study investigates cortical signatures of developmental dyslexia, particularly from the perspective of behavioral remediation. We employed resting-state fMRI, and compared intrinsic functional connectivity (iFC) patterns of known reading regions (seeds) among three dyslexia groups characterized by (a) no remediation (current reading and spelling deficits), (b) partial remediation (only reading deficit remediated), and (c) full remediation (both reading and spelling deficits remediated), and a group of age- and IQ-matched typically developing children (TDC) (total N = 44, age range = 7-15 years). We observed significant group differences in iFC of two seeds located in the left posterior reading network - left intraparietal sulcus (L.IPS) and left fusiform gyrus (L.FFG). Specifically, iFC between L.IPS and left middle frontal gyrus was significantly weaker in all dyslexia groups, irrespective of remediation status/literacy competence, suggesting that persistent dysfunction in the fronto-parietal attention network characterizes dyslexia. Additionally, relative to both TDC and the no remediation group, the remediation groups exhibited stronger iFC between L.FFG and right middle occipital gyrus (R.MOG). The full remediation group also exhibited stronger negative iFC between the same L.FFG seed and right medial prefrontal cortex (R.MPFC), a core region of the default network These results suggest that behavioral remediation may be associated with compensatory changes anchored in L.FFG, which reflect atypically stronger coupling between posterior visual regions (L.FFG-R.MOG) and greater functional segregation between task-positive and task-negative regions (L.FFG-R.MPFC). These findings were bolstered by significant relationships between the strength of the identified functional connections and literacy scores. We conclude that examining iFC can reveal cortical signatures of dyslexia with particular promise for monitoring neural changes associated with behavioral remediation.
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Funding: This study was supported by grants from NIMH [R01MH081218, K23MH087770], the Stavros Niarchos Foundation, and the Leon Levy Foundation. The
funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing Interests: The authors have declared that no competing interests exist.
Although the phonological deficit hypothesis (e.g., [12]) is the
dominant explanatory theory of developmental dyslexia (a reading
disorder), impaired phonological processing alone cannot explain
the entirety of clinical symptomatology in the disorder. The
majority of individuals with dyslexia suffer from multiple deficits in
addition to or independent of phonological deficits [37]. Beyond
abnormalities in phonological processing systems, emerging
models of dyslexia highlight the potential contributions of
dysfunction within systems supporting visual perceptual processing
[8], auditory perceptual processing [911], rapid naming [12], and
attention control [1315]. In recent years, speculation has
increased regarding cerebellar dysfunction in dyslexia [1617].
Yet, with few exceptions [1820], imaging studies of dyslexia have
primarily focused on phonological deficits.
To help individuals with dyslexia improve literacy performance,
substantial remediation efforts have been made, such as those
targeting phonological deficits. These efforts have generally
resulted in successful behavioral remediation (For review, see
[21]). Recent task-based fMRI studies, using mainly phonological
tasks, provide evidence of cortical activation changes associated
with such behavioral changes (i.e., differences between before and
after intervention) in individuals with dyslexia. Broadly, two
cortical patterns appear to characterize behavioral remediation: 1)
normalized (e.g., increased) activity detected in the known left
hemisphere reading network (e.g., left temporoparietal and frontal
regions) and 2) compensatory activity detected outside known
reading networks (e.g., in right frontal regions) [2226].
The goals of the present work are twofold. First, we aimed to
conduct a broader examination of the cortical signatures of
dyslexia by employing task-independent resting-state fMRI
(RfMRI). While task-based fMRI is of undoubted value, R-fMRI
enables bypassing some of the limitations inherent to task-based
developmental fMRI studies on reading and dyslexia (e.g.,
difficulties in developing reading tasks that can be equivocally
performed by children in different age/grade groups). Second, we
sought to obtain preliminary insights into the cortical signatures of
behavioral remediation for reading and spelling deficits in
individuals with dyslexia, using an observational, cross-sectional
design. Specifically, we recruited individuals with documented
evidence of a previous diagnosis of dyslexia, irrespective of the
presence of prior remediation efforts or the current level of literacy
competence. Consequently, participants varied substantially in
literacy profiles, with some continuing to exhibit deficient reading
and spelling, whereas others had apparently remediated reading
difficulties and, in some cases, spelling deficiencies as well. To
investigate the cortical signatures of this well-documented
heterogeneity in dyslexia outcomes [2728], we subdivided participants
with a previous diagnosis of dyslexia into three groups: (a) children
with current literacy deficits (no remediation), (b) children who
remediated their reading deficits (partial remediation), and (c)
children who remediated both reading and spelling deficits (full
remediation).
Primary analyses focused on the examination of intrinsic
functional connectivity (iFC) [29] in the aforementioned three
dyslexia groups (i.e., no remediation, partial remediation, full
remediation) and a matched typically developing comparison
(TDC) group. Intrinsic functional connectivity is detected by
exa (...truncated)