His diet probably wasn't the cause for his illness, but as far as I understand, he refused ordinary medical procedures (surgery) that had a good track record against his particular type of cancer, in favour of observing a special diet. The diet didn't help and the cancer progressed to the point where surgery was no longer an efficient treatment.