Molecular tissue markers integrated: A mathematical model approach to evaluating and predicting prostate cancer using molecular tissue markers
Year: 2024
Type: article
Abstract: Purpose: The standard criteria available for the diagnosis of prostate cancer often do not sufficiently predict the course or outcome of this common disease. Evaluating molecular tissue markers, especially those that mark apoptosis and proliferation, in an integrated mathematical model, could contribute to a better understanding of the development and pathogenesis of this disease, aid in the selection of adequate therapies, and open new avenues of therapeutic research. Materials and methods: Paraffin-embedded prostatectomy specimens were stained according to an immunohistochemical protocol for p53, bcl-2, and CD105. A mathematical model was developed, which incorporated values of tissue markers according to their apoptotic/proliferative characteristics. Results: The results of tissue marker expression and mathematical modeling were correlated with patient clinical data. We showed that tissue marker values correlated better with clinical data when tissue markers values were incorporated in a mathematical model than when applied alone.
Source: Acta Medico-Biotechnica
Author: Mihael Munda
Institution: University of Maribor
Language: English
Subfield: Pulmonary and Respiratory Medicine
Field: Medicine
Domain: Health Sciences
Open Access status: diamond
OpenAlex ID: W4406971105