The objective of this study is to characterize the timing and extent of radiologic MS disease recurrence during the 24-week natalizumab treatment interruption period in RESTORE. RESTORE was a randomized, partially placebo-controlled exploratory study. Natalizumabtreated patients with no gadolinium-enhancing (Gd?) lesions at screening (n = 175) were randomized 1:1:2 to continue natalizumab (n = 45), switch to placebo (n = 42), or switch to other therapies (n = 88) for 24 weeks. MRI assessments were performed every 4 weeks. Predictors of increased numbers of Gd? lesions during natalizumab treatment interruption were evaluated. The numbers of Gd? lesions were compared with retrospectively collected pre-natalizumab MRI reports and data from placebo-treated patients from two historical randomized clinical trials. Gd? lesions were detected in 0 % (0/45) of natalizumab patients, 61 % (25/41) of placebo patients, and 48 % (39/81) of other-therapies patients during the randomized treatment period. Gd? lesions were detected starting at week 12; most were observed at week 16 or later. Thirteen percent (14/107) of patients had [5 Gd? lesions on C1 (of 6) scans during the randomized treatment period versus 7 % (7/107) of patients pre-natalizumab (based on medical record of a single scan). Younger patients and those with more Gd? lesions prenatalizumab were more likely to have increased MRI activity. Distribution of total and persistent Gd? lesions in RESTORE patients was similar to placebo-treated historical control patients. In most patients, recurring radiological Drs. Ticho and Duda are former employees of Biogen Idec Inc. and were at the company during study conduct.