According to Apple's System Status Page, some users are unable to access the App Store, iTunes Store, Mac App Store, and iBooks Store. iTunes Match, iTunes Radio, and iTunes in the Cloud also appear to be experiencing issues.
App Store users were also seeing problems accessing apps on Tuesday, making this the second outage the sore has seen this week. Problems appear to have began at approximately 1:30 PM Pacific Time, and are ongoing.
Update 5:40 PM PT: Apple's System Status page suggests the outage is now over.
Article Link: Apple's Digital Stores, iTunes Radio Down for Some Users [Update: Fixed]