The probability of cancer development increases exponentially with advancing age.
Epidemiological data and classical multistep carcinogenesis models demonstrate that the incidence of many types of cancer increases rapidly with advancing age.
The retrieved literature (alongside foundational oncological models like the Armitage-Doll model mentioned in paper 8 and specific epidemiological curves in paper 0) establishes that cancer incidence accelerates sharply as age advances. Although some specific cancers deviate or have plateaued curves (such as certain melanomas), the general principle that cancer development scales exponentially with age in accordance with multi-stage accumulation is strongly supported.
A. Osterlind, K. Hou‐Jensen, O. Møller Jensen. Incidence of cutaneous malignant melanoma in Denmark 1978-1982. Anatomic site distribution, histologic types, and comparison with non-melanoma skin cancer.. 1988. https://doi.org/10.1038/bjc.1988.225
Paper 0 notes that non-melanoma skin cancers exhibit an exponential increase in incidence with advancing age.
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Foffani G, Urso D, Hiller J, Piccininni M, Marin B, Logroscino G. The multistep pathogenic hypothesis of amyotrophic lateral sclerosis is incompatible with the epidemiological data.. 2026. https://doi.org/10.1007/s10654-025-01289-8
Paper 8 explicitly references cancer research and the classical Armitage-Doll multistep model, noting that cancer age-incidence curves are well-aligned with power laws (or exponential-like accelerations) driven by the accumulation of age-related hits.
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