A stochastic model for the normal tissue complication probability (NTCP) and applicationss.
نویسندگان
چکیده
The normal tissue complication probability (NTCP) is a measure for the estimated side effects of a given radiation treatment schedule. Here we use a stochastic logistic birth-death process to define an organ-specific and patient-specific NTCP. We emphasize an asymptotic simplification which relates the NTCP to the solution of a logistic differential equation. This framework is based on simple modelling assumptions and it prepares a framework for the use of the NTCP model in clinical practice. As example, we consider side effects of prostate cancer brachytherapy such as increase in urinal frequency, urinal retention and acute rectal dysfunction.
منابع مشابه
Normal Tissue Complication Probability (NTCP) modeling and validation of quantitative analysis of normal tissue effects in the clinic (QUANTEC) guideline using quality of life questionnaire for parotid gland during head and neck radiotherapy
Introduction: Radiation therapy is the main treatment method for head and neck cancers, which comprise 3–5% of all cancers. A major side effect of this treatment is complication of the parotid glands, i.e. xerostomia, which occurs at relatively low doses. This complication leads to mouth dryness which is the most common problem for head and neck cancer survivors. There are dif...
متن کاملComparing of different normal tissue complication probability models for plan evaluation of radical radiotherapy for esophageal cancer
Introduction: Chemoradiation is a well-established protocol for management of localized esophageal cancer. However, some early and late toxicities are associated with this therapy. Plan evaluation in term of normal tissue complication probability (NTCP) may help clinicians to tailor this therapy more individually. Given the variety of present radiobiological models, the choice...
متن کاملEvaluation of Tumor Control and Normal Tissue Complication Probability in Head and Neck Cancers with Different Sources of Radiation: A Comparative Study
Introduction: The ultimate goal of radiation treatment planning is to yield a high tumor control probability (TCP) with a low normal tissue complication probability (NTCP). Historically dose volume histogram (DVH) with only volumetric dose distribution was utilized as a popular tool for plan evaluation hence present study aimed to compare the radiobiological effectiveness of the cobalt-60 (Co...
متن کاملCalculating normal tissue complication probabilities and probabilities of complication-free tumour control from stochastic models of population dynamics
We use a stochastic birth-death model for a population of cells to estimate the normal tissue complication probability (NTCP) under a particular radiotherapy protocol. We specifically allow for interaction between cells, via a nonlinear logistic growth model. To capture some of the effects of intrinsic noise in the population we develop several approximations of NTCP, using Kramers–Moyal expans...
متن کاملA Stochastic Model for the Normal Tissue Complication Probability (NTCP) in Radiation Treatment of Cancer
The normal tissue complication probability (NTCP) is a measure for the estimated side effects of a given radiation treatment schedule. Here we use a stochastic logistic birth death process to define an organ specific and patient specific NTCP. We emphasise an asymptotic simplification which relates the NTCP to the solution of a logistic differential equation. This framework allows for a direct ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- Mathematical medicine and biology : a journal of the IMA
دوره 34 4 شماره
صفحات -
تاریخ انتشار 2017