Cargando…

Mathematical models in cell biology and cancer chemotherapy

The purpose of this book is to show how mathematics can be applied to improve cancer chemotherapy. Unfortunately, most drugs used in treating cancer kill both normal and abnormal cells. However, more cancer cells than normal cells can be destroyed by the drug because tumor cells usually exhibit diff...

Descripción completa

Detalles Bibliográficos
Autor principal: Eisen, Martin
Lenguaje:eng
Publicado: Springer 1979
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-642-93126-0
http://cds.cern.ch/record/2006235
_version_ 1780946274339520512
author Eisen, Martin
author_facet Eisen, Martin
author_sort Eisen, Martin
collection CERN
description The purpose of this book is to show how mathematics can be applied to improve cancer chemotherapy. Unfortunately, most drugs used in treating cancer kill both normal and abnormal cells. However, more cancer cells than normal cells can be destroyed by the drug because tumor cells usually exhibit different growth kinetics than normal cells. To capitalize on this last fact, cell kinetics must be studied by formulating mathematical models of normal and abnormal cell growth. These models allow the therapeutic and harmful effects of cancer drugs to be simulated quantitatively. The combined cell and drug models can be used to study the effects of different methods of administering drugs. The least harmful method of drug administration, according to a given criterion, can be found by applying optimal control theory. The prerequisites for reading this book are an elementary knowledge of ordinary differential equations, probability, statistics, and linear algebra. In order to make this book self-contained, a chapter on cell biology and a chapter on control theory have been included. Those readers who have had some exposure to biology may prefer to omit Chapter I (Cell Biology) and only use it as a reference when required. However, few biologists have been exposed to control theory. Chapter 7 provides a short, coherent and comprehensible presentation of this subject. The concepts of control theory are necessary for a full understanding of Chapters 8 and 9.
id cern-2006235
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 1979
publisher Springer
record_format invenio
spelling cern-20062352021-04-21T20:23:21Zdoi:10.1007/978-3-642-93126-0http://cds.cern.ch/record/2006235engEisen, MartinMathematical models in cell biology and cancer chemotherapyMathematical Physics and MathematicsThe purpose of this book is to show how mathematics can be applied to improve cancer chemotherapy. Unfortunately, most drugs used in treating cancer kill both normal and abnormal cells. However, more cancer cells than normal cells can be destroyed by the drug because tumor cells usually exhibit different growth kinetics than normal cells. To capitalize on this last fact, cell kinetics must be studied by formulating mathematical models of normal and abnormal cell growth. These models allow the therapeutic and harmful effects of cancer drugs to be simulated quantitatively. The combined cell and drug models can be used to study the effects of different methods of administering drugs. The least harmful method of drug administration, according to a given criterion, can be found by applying optimal control theory. The prerequisites for reading this book are an elementary knowledge of ordinary differential equations, probability, statistics, and linear algebra. In order to make this book self-contained, a chapter on cell biology and a chapter on control theory have been included. Those readers who have had some exposure to biology may prefer to omit Chapter I (Cell Biology) and only use it as a reference when required. However, few biologists have been exposed to control theory. Chapter 7 provides a short, coherent and comprehensible presentation of this subject. The concepts of control theory are necessary for a full understanding of Chapters 8 and 9.Springeroai:cds.cern.ch:20062351979
spellingShingle Mathematical Physics and Mathematics
Eisen, Martin
Mathematical models in cell biology and cancer chemotherapy
title Mathematical models in cell biology and cancer chemotherapy
title_full Mathematical models in cell biology and cancer chemotherapy
title_fullStr Mathematical models in cell biology and cancer chemotherapy
title_full_unstemmed Mathematical models in cell biology and cancer chemotherapy
title_short Mathematical models in cell biology and cancer chemotherapy
title_sort mathematical models in cell biology and cancer chemotherapy
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-3-642-93126-0
http://cds.cern.ch/record/2006235
work_keys_str_mv AT eisenmartin mathematicalmodelsincellbiologyandcancerchemotherapy