2016
DOI: 10.1016/j.trecan.2015.11.003
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Cancer Evolution and the Limits of Predictability in Precision Cancer Medicine

Abstract: The ability to predict the future behavior of an individual cancer is crucial for precision cancer medicine. The discovery of extensive intratumor heterogeneity and ongoing clonal adaptation in human tumors substantiated the notion of cancer as an evolutionary process. Random events are inherent in evolution and tumor spatial structures hinder the efficacy of selection, which is the only deterministic evolutionary force. This review outlines how the interaction of these stochastic and deterministic processes, … Show more

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Cited by 241 publications
(203 citation statements)
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References 106 publications
(154 reference statements)
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“…Heterogeneity of resistance mechanisms is consistent with a clonal adaptation that occurred in the course of an evolutionary process. Subclonal heterogeneity allows dynamic tumor adaption and is generally a key cause of treatment failure (56). To our knowledge, no therapy is available to counteract TP53 mutations or expression of ΔNTP63 and ΔNTP73; currently, only MDM4 (48) and BCL-xL (49,50) can be targeted pharmacologically.…”
Section: Discussionmentioning
confidence: 99%
“…Heterogeneity of resistance mechanisms is consistent with a clonal adaptation that occurred in the course of an evolutionary process. Subclonal heterogeneity allows dynamic tumor adaption and is generally a key cause of treatment failure (56). To our knowledge, no therapy is available to counteract TP53 mutations or expression of ΔNTP63 and ΔNTP73; currently, only MDM4 (48) and BCL-xL (49,50) can be targeted pharmacologically.…”
Section: Discussionmentioning
confidence: 99%
“…Relatedly, the fact that cancer genes can harbor a statistically significant enrichment of subclonal mutations suggests a signal of selection can be present throughout tumor evolution (McGranahan et al, 2015). It remains an open question whether distinct clinical behaviors can be observed depending on the mode of tumor evolution, or whether the occurrence of neutral evolution and drift may limit the ability to predict a tumor's next step (Lipinski et al, 2016).…”
Section: Processes Of Cancer Genome Evolution and Evolutionary Debatesmentioning
confidence: 99%
“…Moreover, every tumor is unique, even when only genetic alterations are considered (133), and stochastic events might constitute an intrinsic barrier to the prediction of specific mechanisms of drug resistance (134). The clinical implementation of liquid biopsies could provide real-time assessment of tumor evolution, thus allowing a physician to undertake appropriate therapeutic measures and choose the best strategy to harness the evolution of a patient's tumor.…”
Section: Leveraging Biomarkers and Real-time Assessment Of Tumor Evolmentioning
confidence: 99%