If I remember correctly, there was an episode early in the series where it briefly discussed the younger brother's struggle with a minor strain of skin cancer. I remember the series finale of the show ended with a still that was dedicated to him, so if anything, the show ended because of his death. Obviously they couldn't have continued it.