Did you try reinstalling MS Reader itself? I think the fonts come with the Reader. See Microsoft Reader for Desktop and Laptop PC
, and note:
If you already have an older version of Microsoft Reader installed, uninstall your old version using the Add/Remove Programs control panel, then download the latest installation file.