From Wiktionary, the free dictionary
Due to some sufferers who have become famous for living in a sterile environment, or a "bubble".
bubble boy disease (uncountable)
- (medicine, medical genetics) Severe combined immunodeficiency.
- Synonym: bubble boy syndrome