{"title":"Spatio-temporal model of combining ADT and chemotherapy with senolytic treatment in metastatic prostate cancer","authors":"Teddy Lazebnik , Avner Friedman","doi":"10.1016/j.jtbi.2025.112069","DOIUrl":null,"url":null,"abstract":"<div><div>Prostate cancer cells depend on androgen for their survival. A standard treatment of metastatic prostate cancer (mPC) is androgen deprivation treatment (ADT). However, after a period of remission, some cancer cells changed into androgen-independent cells, and then treatment proceeds with a combination of ADT and chemotherapy. Senescent cells are cells that stop dividing but sustain viability. Senescence cancer cells are common in cancer, and they affect cancer treatment negatively by secreting inflammatory cytokines and pro-cancer VEGF. In this paper, we include the effect of senescence in a model of mPC. We consider combinations of ADT, chemotherapy, and senolytic drug, which eliminate senescent cells, in a spatio-temporal partial differential equations model, and demonstrate that simulations of the model are in agreement with experimental results. We evaluate the synergy between different doses of chemotherapy and senolytic drugs, at different fixed doses of ADT. We also consider optimal scheduling of the drugs, and the hypothesis that, in optimal schedule, a senolytic drug is to be administered immediately following the chemotherapy drug.</div></div>","PeriodicalId":54763,"journal":{"name":"Journal of Theoretical Biology","volume":"602 ","pages":"Article 112069"},"PeriodicalIF":1.9000,"publicationDate":"2025-02-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Theoretical Biology","FirstCategoryId":"99","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0022519325000359","RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Prostate cancer cells depend on androgen for their survival. A standard treatment of metastatic prostate cancer (mPC) is androgen deprivation treatment (ADT). However, after a period of remission, some cancer cells changed into androgen-independent cells, and then treatment proceeds with a combination of ADT and chemotherapy. Senescent cells are cells that stop dividing but sustain viability. Senescence cancer cells are common in cancer, and they affect cancer treatment negatively by secreting inflammatory cytokines and pro-cancer VEGF. In this paper, we include the effect of senescence in a model of mPC. We consider combinations of ADT, chemotherapy, and senolytic drug, which eliminate senescent cells, in a spatio-temporal partial differential equations model, and demonstrate that simulations of the model are in agreement with experimental results. We evaluate the synergy between different doses of chemotherapy and senolytic drugs, at different fixed doses of ADT. We also consider optimal scheduling of the drugs, and the hypothesis that, in optimal schedule, a senolytic drug is to be administered immediately following the chemotherapy drug.
期刊介绍:
The Journal of Theoretical Biology is the leading forum for theoretical perspectives that give insight into biological processes. It covers a very wide range of topics and is of interest to biologists in many areas of research, including:
• Brain and Neuroscience
• Cancer Growth and Treatment
• Cell Biology
• Developmental Biology
• Ecology
• Evolution
• Immunology,
• Infectious and non-infectious Diseases,
• Mathematical, Computational, Biophysical and Statistical Modeling
• Microbiology, Molecular Biology, and Biochemistry
• Networks and Complex Systems
• Physiology
• Pharmacodynamics
• Animal Behavior and Game Theory
Acceptable papers are those that bear significant importance on the biology per se being presented, and not on the mathematical analysis. Papers that include some data or experimental material bearing on theory will be considered, including those that contain comparative study, statistical data analysis, mathematical proof, computer simulations, experiments, field observations, or even philosophical arguments, which are all methods to support or reject theoretical ideas. However, there should be a concerted effort to make papers intelligible to biologists in the chosen field.