'' Trouble '' is more specific, as difficulty, inconvenience, annoyance. E is uncountable. Ex: After nine-eleven, the US administration is much more alert to trouble. '' Problem '' is to difficulties too, but is to countable noun Ex: I have a problem, or maybe two.