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Some of these mutations, such as inactivation of the first copy of a tumor suppressor gene, can be neutral, and some, like those resulting in activation of oncogenes, may provide cells with a selective growth advantage. We study a multi-type branching process that starts with healthy tissue in homeostasis and models accumulation of neutral and advantageous mutations on the way to cancer. We provide results regarding the sizes of premalignant populations and the waiting times to the first cell with a particular combination of mutations, including the waiting time to malignancy. Finally, we apply our results to two specific biological settings: initiation of colorectal cancer and age incidence of chronic myeloid leukemia. Our model allows for any order of neutral and advantageous mutations and can be applied to other evolutionary settings.<\/jats:p>","DOI":"10.1007\/s11538-024-01372-3","type":"journal-article","created":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T09:35:04Z","timestamp":1730280904000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Accumulation of Oncogenic Mutations During Progression from Healthy Tissue to Cancer"],"prefix":"10.1007","volume":"86","author":[{"given":"Ruibo","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2761-825X","authenticated-orcid":false,"given":"Ivana","family":"Bozic","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,10,29]]},"reference":[{"issue":"39","key":"1372_CR1","doi-asserted-by":"publisher","DOI":"10.1088\/1751-8113\/42\/39\/395208","volume":"42","author":"LU Ancarani","year":"2009","unstructured":"Ancarani LU, Gasaneo G (2009) Derivatives of any order of the gaussian hypergeometric function 2F1(a, b, c; z) with respect to the parameters a, b and c. 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