This is not known.

If you start with 196, after 9480000 iterations you get a 3924257-digit non-palindromic number. However, there is no known proof that you will never get a palindrome.

The statement is provably false for binary numbers. Roland Sprague has shown that 10110 starts a series that never goes palindromic.