Perform a JOIN between SQLite and MySQL using PDO in PHP?

Perform a JOIN between SQLite and MySQL using PDO in PHP?

Is this at all possible? Or would it be necessary to perform individual
queries against each DB, and then process the result in code or a tmp db
table or whatever?