They are all synonyms although bother has a less formal connotation, you'd probably be more likely to say it to a sibling or child. Interrupt is only used in certain situations like sleeping or talking, where as disturb can be used in a very general way. These all are very nit-picky things and for the most part these words can be used interchangeably.