I'm more inclined to say this is a case of post hoc ergo propter hoc. While your theory is possibly correct, given our generally polluted environment and that this person is 80, you have a number of more likely causes for this unfortunate situation. Did something severely traumatic happen to this person two years before the diagnosis?