The present invention is directed to methods of isolating particles, such as nucleic acid-containing particles or microvesicles, from a biological sample and extracting nucleic acids therefrom, wherein the biological sample is cerebrospinal fluid. The present invention further provides methods for aiding diagnosis, prognosis, monitoring and evaluation of a disease or other medical condition in a subject by detecting a biomarker associated with a disease or medical condition thereof.