№ files_lp_3_process_7_091283
Supplementary scientific documentation detailing neuroimaging preprocessing, gene expression integration, partial least squares regression analyses, and validation procedures examining associations between cortical thickness variation and transcriptional profiles in children with autism and ADHD.
Authors: Romero-Garcia, R.; Warrier, V.; Bullmore, E.T.; Baron-Cohen, S.; Bethlehem, R.A.I.
Type of document: Supplementary scientific note
Field: Neuroimaging and transcriptomics
Research focus: Cortical thickness differences in autism and ADHD
Data sources: ABIDE; ADHD-200; Allen Institute for Brain Science gene expression dataset
Study population: Male children aged 8–12 years
Discovery sample size: 218 subjects
Validation datasets: ABIDE II (Georgetown University; Kennedy Krieger Institute)
Gene expression source: Post-mortem adult human brain samples (n=6 donors)
Methods: Structural MRI (T1-weighted MPRAGE); Freesurfer v5.3 processing; Partial Least Squares Regression; pathway and enrichment analyses
Brain parcellation: 308 cortical regions based on Desikan-Killiany atlas
Comparative groups: Autism; ADHD; neurotypical controls
Statistical procedures: Cross-validation; regression analyses; batch correction using ComBat
Associated analyses: KEGG pathway analysis; gene co-expression modules; rare and common genetic variant enrichment
References included: Yes
Price: 8 / 10 USD
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