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Predicting Normal Tissue Complications after External Beam Radiation Therapy

Caroline Olsson (Institutionen för data- och informationsteknik, Datavetenskap (Chalmers))
Göteborg : Chalmers University of Technology, 2010. - 36 s.
[Licentiatavhandling]

Although modern external beam radiation (EBRT) therapy has the ability to conform the dose tightly around the volume to be treated, unwanted irradiation to surrounding normal tissue is still a problem. The probability of a side effect arising in normal tissue after EBRT is commonly modelled by an s-shaped dose-volume response curve where dose or volume are plotted against response (i.e. the frequency with which the side effect occurs). The models are based on sigmoid mathematical functions and are fitted to input data representing the outcome (absence or presence of the studied symptom associated with the side effect) and the dose distribution for potentially injured organs using statistical methods. The purpose of this thesis is to give an overview of the current forms of outcome and dose data, how they are generated and used to model side effects today, some of their limitations, and potential future directions. The results are based on concepts from the literature as well as from the three appended papers. The first two present questionnaire-collected outcome data and 2D dose-volume histogram data of the pubic bone for 650 long-term gynecological cancer survivors treated with pelvic radiation therapy between 1991 and 2003 where one in every ten women reported pubic bone pain. The mean dose to the pubic bone proved critical for pain occurrence and the risk to experience pubic bone pain two or more years after pelvic radiation therapy is expected to be 5 % for a mean absorbed dose of 25 Gy. The third paper presents dose differences between non-corrected and fractionation-corrected combined doses in sequential two-phase treatments using 16 combined dose distributions over a model organ at risk (OAR) “irradiated” with a conventional fractionation schedule (2 Gy per fraction; 46 Gy + 22 Gy). Dose differences up to 6 Gy (50 % of a reference total dose <25 Gy) were found when the OAR was located outside the treated region in both treatment phases. The results indicate that dose differences are larger for OARs with parallel tissue architecture than for OARs with serial tissue architecture. Thus the main conclusions of this thesis are that the pubic bone should, when possible, be considered as an OAR in the treatment of gynecological cancer and that adjusting for fractionation effects in multiple-phase treatments potentially could lead to lower tolerance doses than currently suggested.

Nyckelord: radiobiological modelling, NTCP, pubic bone pain, fractionation effects



Denna post skapades 2010-11-17.
CPL Pubid: 129190

 

Institutioner (Chalmers)

Institutionen för data- och informationsteknik, Datavetenskap (Chalmers)

Ämnesområden

Annan fysik
Bioinformatik och systembiologi
Cancer och onkologi

Chalmers infrastruktur

Examination

Datum: 2010-12-16
Tid: 14:00
Lokal: Hörsal Arvid Carlsson, Medicinaregatan 3
Opponent: Assoc. Prof. Ludvig Muren, Department of Oncology, Aarhus University Hospital, Denmark