Definition: (verb) Be confusing or perplexing to; cause to be unable to think clearly.
Synonyms: befuddle, confuse, discombobulate, fox, bedevil, throw.
Usage: For many years medical scientists were confounded by these seemingly contradictory facts.
Discuss
Source: The Free Dictionary