2021
DOI: 10.1371/journal.pcbi.1009418
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Drug-induced resistance evolution necessitates less aggressive treatment

Abstract: Increasing body of experimental evidence suggests that anticancer and antimicrobial therapies may themselves promote the acquisition of drug resistance by increasing mutability. The successful control of evolving populations requires that such biological costs of control are identified, quantified and included to the evolutionarily informed treatment protocol. Here we identify, characterise and exploit a trade-off between decreasing the target population size and generating a surplus of treatment-induced rescu… Show more

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Cited by 16 publications
(8 citation statements)
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“…As a result, the non-curatively treated high-risk disease is likely to recur in a multidrug-resistant form, with a major shift in chemosensitivity severely compromising the efficacy of rescue therapy. 53 The goal at this stage is, therefore, to maximize tumor regression and, whenever possible, to eliminate residual disease and to prevent its recurrence. 54 In accordance with this approach, PF108-[SN22] 2 achieved complete elimination of most IMR-32 tumors, in contrast to the transient response to irinotecan observed in this model.…”
Section: Discussionmentioning
confidence: 99%
“…As a result, the non-curatively treated high-risk disease is likely to recur in a multidrug-resistant form, with a major shift in chemosensitivity severely compromising the efficacy of rescue therapy. 53 The goal at this stage is, therefore, to maximize tumor regression and, whenever possible, to eliminate residual disease and to prevent its recurrence. 54 In accordance with this approach, PF108-[SN22] 2 achieved complete elimination of most IMR-32 tumors, in contrast to the transient response to irinotecan observed in this model.…”
Section: Discussionmentioning
confidence: 99%
“…The fact that these policies are recovered in feedback form makes this approach particularly suitable for optimization of adaptive therapies. But even though the use of general optimal control in cancer treatment is by now common [55], the same is not true for the more robust HJB-based methods, which so far have been used in only a handful of cancer-related applications [1, 7, 19, 25, 36, 42, 53]. This is partly due to the HJBs’ well-known curse of dimensionality : the rapid increase in computational costs when the system state becomes higher-dimensional.…”
Section: Discussionmentioning
confidence: 99%
“…Similarly, antivirals, antifungals, and anti-parasitic drugs are facing drug-resistance problems. From the evolutionary point of view, it is inevitable for pathogens to develop resistance to antimicrobials because of selection pressure [97] .…”
Section: The Advantages and Disadvantages Of The Host-centered Tcm Co...mentioning
confidence: 99%