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Optimizing the future: how mathematical models inform treatment schedules for cancer.

Authors :
Mathur D
Barnett E
Scher HI
Xavier JB
Source :
Trends in cancer [Trends Cancer] 2022 Jun; Vol. 8 (6), pp. 506-516. Date of Electronic Publication: 2022 Mar 09.
Publication Year :
2022

Abstract

For decades, mathematical models have influenced how we schedule chemotherapeutics. More recently, mathematical models have leveraged lessons from ecology, evolution, and game theory to advance predictions of optimal treatment schedules, often in a personalized medicine manner. We discuss both established and emerging therapeutic strategies that deviate from canonical standard-of-care regimens, and how mathematical models have contributed to the design of such schedules. We first examine scheduling options for single therapies and review the advantages and disadvantages of various treatment plans. We then consider the challenge of scheduling multiple therapies, and review the mathematical and clinical support for various conflicting treatment schedules. Finally, we propose how a consilience of mathematical and clinical knowledge can best determine the optimal treatment schedules for patients.<br /> (Copyright © 2022 Elsevier Inc. All rights reserved.)

Details

Language :
English
ISSN :
2405-8025
Volume :
8
Issue :
6
Database :
MEDLINE
Journal :
Trends in cancer
Publication Type :
Academic Journal
Accession number :
35277375
Full Text :
https://doi.org/10.1016/j.trecan.2022.02.005