Differential transcript usage analysis highlighted transcript-specific changes in disease-relevant genes such as APP, KIF2A and BSCL2, associated with Alzheimer’s disease, neuronal migration disorders and degenerative axonopathies, respectively. Here, APP is linked to early-onset autosomal dominant Alzheimer disease.