We propose that reduced CLSTN1 or excessive ICAM5 during brain development leads to aberrations in dendritic spine formation in FXS, which may contribute to neuropathology phenotypes associated with synaptic abnormality, such as learning disabilities. This evidence concerns the gene ICAM5 and learning disability.