The Metabolome Profiling and Pathway Analysis of ADHD

The purpose of this study is to understand the pathophysiological mechanisms of ADHD, especially the metabolomic pathway related to the behavioral/neuropsychological deficits of ADHD. To identify specific metabolites that show significant differences between ADHD and control groups, both liquid chromatography-mass spectrometry and gas chromatography-mass spectrometry will be performed. In addition, the behavioral measures include ADHDRS-IV, SNAP-IV, CBCL, CGI-ADHD-S, SAICA, and Family APGAR-C. Neuropsychological testing, including CPT and CANTAB, will be performed. Conditional logistic regression and partial least squares discriminant analysis will be applied to identify significant metabolites for ADHD. Pathway enrichment and topology analyses will be conducted to evaluate the regulated pathways.