Disclosed are methods of detecting abnormal expression of one or more genes associated with a neurological disease such as the Alexander disease, the Alzheimer's disease, the Parkinson disease, the Huntington disease, multiple sclerosis, and amyotrophic lateral sclerosis. The methods include performing a transcriptome analysis of the astrocytes derived from a patient and the astrocytes derived from a healthy control subject, thereby to determine one or more genes that are substantially differentially expressed. Also disclosed are methods of treating a neurological disease by correcting the abnormally expressed genes associated with the neurological disease.