The present study is innovative in demonstrating the concept that there is a subpopulation of IFN treated SPMS patients, who have a transcriptional profile which is similar to that identified in IFN treated clinically responding RRMS patients. This evidence concerns the gene IFNA1 and secondary progressive multiple sclerosis.