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Correct me if I'm wrong, but if this were an accurate metaphor, wouldn't cancer incidence decrease with age, rather than increase?

No. This research addresses just one cause of ageing; there are many others.

It's all of them together that causes increased cancer rates.

Cancer does decrease with age. I read it somewhere that it is some professor's pet theory but they do have some evidence.