Using a RegExp to replace any non digit is faster than using a for loop with a whitelist, like other answers do.
Use this for your onTextChange handler:
onChanged (text) {
this.setState({
mobile: text.replace(/[^0-9]/g, ''),
});
}
Performance test here: https://jsperf.com/removing-non-digit-characters-from-a-string