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Identification of Disease-related Spatial Covariance Patterns using Neuroimaging Data
Published on: June 26, 2013
Multimodal mapping of regional brain vulnerability to focal cortical dysplasia
Hyo M Lee1, Seok-Jun Hong1,2, Ravnoor Gill1
1Neuroimaging of Epilepsy Laboratory, Montreal Neurological Institute, McGill University, Montreal, Canada.
Abstract:
Focal cortical dysplasia (FCD) type II is a highly epileptogenic developmental malformation and a common cause of surgically treated drug-resistant epilepsy. While clinical observations suggest frequent occurrence in the frontal lobe, mechanisms for such propensity remain unexplored. Here, we hypothesized that cortex-wide spatial associations of FCD distribution with cortical cytoarchitecture, gene expression and organizational axes may offer complementary insights into processes that predispose given cortical regions to harbour FCD. We mapped the cortex-wide MRI distribution of FCDs in 337 patients collected from 13 sites worldwide. We then determined its associations with (i) cytoarchitectural features using histological atlases by Von Economo and Koskinas and BigBrain; (ii) whole-brain gene expression and spatiotemporal dynamics from prenatal to adulthood stages using the Allen Human Brain Atlas and PsychENCODE BrainSpan; and (iii) macroscale developmental axes of cortical organization. FCD lesions were preferentially located in the prefrontal and fronto-limbic cortices typified by low neuron density, large soma and thick grey matter. Transcriptomic associations with FCD distribution uncovered a prenatal component related to neuroglial proliferation and differentiation, likely accounting for the dysplastic makeup, and a postnatal component related to synaptogenesis and circuit organization, possibly contributing to circuit-level hyperexcitability. FCD distribution showed a strong association with the anterior region of the antero-posterior axis derived from heritability analysis of interregional structural covariance of cortical thickness, but not with structural and functional hierarchical axes. Reliability of all results was confirmed through resampling techniques. Multimodal associations with cytoarchitecture, gene expression and axes of cortical organization indicate that prenatal neurogenesis and postnatal synaptogenesis may be key points of developmental vulnerability of the frontal lobe to FCD. Concordant with a causal role of atypical neuroglial proliferation and growth, our results indicate that FCD-vulnerable cortices display properties indicative of earlier termination of neurogenesis and initiation of cell growth. They also suggest a potential contribution of aberrant postnatal synaptogenesis and circuit development to FCD epileptogenicity.
Insights
Focal cortical dysplasia (FCD) type II preferentially affects frontal lobe regions. This developmental malformation is linked to prenatal neurogenesis and postnatal synaptogenesis, contributing to drug-resistant epilepsy.
Area of Science:
- Neuroscience
- Developmental Biology
- Epileptology
Background:
- Focal cortical dysplasia (FCD) type II is a significant cause of drug-resistant epilepsy, often requiring surgical intervention.
- The frontal lobe's high propensity for FCD type II suggests underlying regional vulnerabilities, yet the mechanisms remain unclear.
Purpose of the Study:
- To investigate cortex-wide associations between FCD distribution and cytoarchitecture, gene expression, and developmental axes.
- To identify factors predisposing specific cortical regions to FCD type II.
Main Methods:
- MRI data from 337 FCD patients across 13 international sites were analyzed.
- Associations with histological atlases (Von Economo and Koskinas, BigBrain), gene expression (Allen Human Brain Atlas, PsychENCODE BrainSpan), and cortical organization axes were determined.
Main Results:
- FCD lesions predominantly occurred in prefrontal and fronto-limbic cortices characterized by low neuron density and thick grey matter.
- Transcriptomic analysis revealed prenatal (neuroglial proliferation) and postnatal (synaptogenesis, circuit organization) components linked to FCD distribution.
- FCD distribution correlated with the anterior region of the antero-posterior axis but not hierarchical axes.
Conclusions:
- Prenatal neurogenesis and postnatal synaptogenesis are critical developmental vulnerabilities in the frontal lobe for FCD.
- Atypical neuroglial proliferation and aberrant synaptogenesis may contribute to FCD development and epileptogenicity.
- Frontal lobe regions vulnerable to FCD exhibit characteristics of earlier neurogenesis termination and accelerated cell growth.

