Complex sentence: He gained worldwide fame with his brothers Barry and Maurice Gibb, and their younger brother Andy was also a singer.
Split into simpler sentences: He gained worldwide fame with his brothers Barry and Maurice Gibb. Besides, their younger brother Andy was also a singer.