IF row exists THEN delete row in mysql

I have a query like this:

IF EXISTS(SELECT 1 FROM table1 WHERE col1 = ? LIMIT 1) THEN
DELETE FROM table2 WHERE col2 = ?
END IF

But I don't know why above query does not work. Also this does not work too:

IF  EXISTS(SELECT 1 FROM table1 WHERE col1 = ? LIMIT 1) BEGIN
DELETE FROM table2 WHERE col2 = ?
END

MySQL tell my there is a syntax error, How can I fix it?