If you were getting a result that said the row was updated, but not seeing the change -- I would suggest you double check that you're committing the transaction. But why you're not seeing that row get updated is beyond me. A quick trip around the web makes your syntax appear valid to my eyes...
The first thing I would double check is that your table has a record with CustomerID 109.