Literature DB >> 34050795

Angiogenesis and chemotherapy resistance: optimizing chemotherapy scheduling using mathematical modeling.

Mariusz Bodzioch1, Piotr Bajger2, Urszula Foryś2.   

Abstract

Chemotherapy remains a widely used cancer treatment. Acquired drug resistance may greatly reduce the efficacy of treatment and means to overcome it are a topic of active discussion among researchers. One of the proposed solutions is to shift the therapeutic paradigm from complete eradication of cancer to maintenance, i.e., to treat it as a chronic disease. A concept of metronomic therapy (low chemotherapy doses applied continuously) emerged in early 2000s and was henceforth shown to offer a number of benefits, including targeting endothelial cells and reducing acquired drug resistance. Using mathematical modeling and optimal control techniques, we investigate the hypothesis that lower doses of chemotherapy are beneficial for patients. Our analysis of a mathematical model of tumor growth under angiogenic signaling proposed by Hahnfeldt et al. adapted to heterogeneous tumors treated by combined anti-angiogenic agent and chemotherapy offers insights into the effects of metronomic therapy. Firstly, assuming constant long-term drug delivery, the model suggests that the longest survival time is achieved for intermediate drug doses. Secondly, by formalizing the notion of the therapeutic target being maintenance rather than eradication, we show that in the short term, optimal chemotherapy scheduling consists mainly of a drug applied at a low dose. In conclusion, we suggest that metronomic therapy is an attractive alternative to maximum tolerated dose therapies to be investigated in experimental settings and clinical trials.

Entities:  

Keywords:  Angiogenesis; Anti-angiogenic treatment; Chemotherapy; Mathematical modeling; Optimal control; Resistance; Tumor growth

Year:  2021        PMID: 34050795     DOI: 10.1007/s00432-021-03657-9

Source DB:  PubMed          Journal:  J Cancer Res Clin Oncol        ISSN: 0171-5216            Impact factor:   4.553


  16 in total

1.  Tumor development under angiogenic signaling: a dynamical theory of tumor growth, treatment response, and postvascular dormancy.

Authors:  P Hahnfeldt; D Panigrahy; J Folkman; L Hlatky
Journal:  Cancer Res       Date:  1999-10-01       Impact factor: 12.701

2.  Less is more, regularly: metronomic dosing of cytotoxic drugs can target tumor angiogenesis in mice.

Authors:  D Hanahan; G Bergers; E Bergsland
Journal:  J Clin Invest       Date:  2000-04       Impact factor: 14.808

3.  Mathematical oncology: cancer summed up.

Authors:  Robert A Gatenby; Philip K Maini
Journal:  Nature       Date:  2003-01-23       Impact factor: 49.962

Review 4.  Evolution of acquired resistance to anti-cancer therapy.

Authors:  Jasmine Foo; Franziska Michor
Journal:  J Theor Biol       Date:  2014-03-25       Impact factor: 2.691

Review 5.  Mechanisms of cancer drug resistance.

Authors:  Michael M Gottesman
Journal:  Annu Rev Med       Date:  2002       Impact factor: 13.739

Review 6.  Normalization of tumor vasculature: an emerging concept in antiangiogenic therapy.

Authors:  Rakesh K Jain
Journal:  Science       Date:  2005-01-07       Impact factor: 47.728

Review 7.  Metronomic chemotherapy: an attractive alternative to maximum tolerated dose therapy that can activate anti-tumor immunity and minimize therapeutic resistance.

Authors:  Irina Kareva; David J Waxman; Giannoula Lakka Klement
Journal:  Cancer Lett       Date:  2014-12-23       Impact factor: 8.679

Review 8.  Improving Cancer Treatment via Mathematical Modeling: Surmounting the Challenges Is Worth the Effort.

Authors:  Franziska Michor; Kathryn Beal
Journal:  Cell       Date:  2015-11-19       Impact factor: 41.582

9.  Adaptive therapy.

Authors:  Robert A Gatenby; Ariosto S Silva; Robert J Gillies; B Roy Frieden
Journal:  Cancer Res       Date:  2009-06-01       Impact factor: 12.701

10.  Optimal and suboptimal protocols for a class of mathematical models of tumor anti-angiogenesis.

Authors:  Urszula Ledzewicz; Heinz Schättler
Journal:  J Theor Biol       Date:  2008-02-16       Impact factor: 2.691

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  5 in total

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Authors:  Qiang Yi; Junfeng Wei; Yangzhou Li
Journal:  Front Genet       Date:  2022-02-08       Impact factor: 4.599

2.  Numerical Investigation on the Anti-Angiogenic Therapy-Induced Normalization in Solid Tumors.

Authors:  Mahya Mohammadi; Cyrus Aghanajafi; M Soltani; Kaamran Raahemifar
Journal:  Pharmaceutics       Date:  2022-02-05       Impact factor: 6.321

Review 3.  Replacement in angiogenesis research: Studying mechanisms of blood vessel development by animal-free in vitro, in vivo and in silico approaches.

Authors:  Matthias W Laschke; Yuan Gu; Michael D Menger
Journal:  Front Physiol       Date:  2022-08-17       Impact factor: 4.755

Review 4.  Nanocarriers: A Reliable Tool for the Delivery of Anticancer Drugs.

Authors:  Hussein Sabit; Mohamed Abdel-Hakeem; Tahsin Shoala; Shaimaa Abdel-Ghany; Mokhtar Mamdouh Abdel-Latif; Jawaher Almulhim; Mohamed Mansy
Journal:  Pharmaceutics       Date:  2022-07-28       Impact factor: 6.525

5.  Normalizing tumor microenvironment with nanomedicine and metronomic therapy to improve immunotherapy.

Authors:  Fotios Mpekris; Chrysovalantis Voutouri; Myrofora Panagi; James W Baish; Rakesh K Jain; Triantafyllos Stylianopoulos
Journal:  J Control Release       Date:  2022-03-08       Impact factor: 11.467

  5 in total

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