1. A comprehensive in vivo and mathematic modeling-based kinetic characterization for aspirin-induced chemoprevention in colorectal cancer
- Author
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Tadanobu Shimura, Dominik Wodarz, Crichard Boland, Shusuke Toden, Natalia L. Komarova, and Ajay Goel
- Subjects
Male ,0301 basic medicine ,Cancer Research ,Programmed cell death ,Cell division ,Colorectal cancer ,Mice, Nude ,Apoptosis ,Mice ,03 medical and health sciences ,0302 clinical medicine ,In vivo ,Tumor Cells, Cultured ,medicine ,Animals ,Humans ,Cancer Biomarkers and Molecular Epidemiology ,Cell Proliferation ,Aspirin ,Cell growth ,Anti-Inflammatory Agents, Non-Steroidal ,Microsatellite instability ,General Medicine ,Models, Theoretical ,medicine.disease ,Xenograft Model Antitumor Assays ,Kinetics ,030104 developmental biology ,030220 oncology & carcinogenesis ,Cancer research ,Colorectal Neoplasms ,medicine.drug - Abstract
Accumulating evidence suggests that aspirin has anti-tumorigenic properties in colorectal cancer (CRC). Herein, we undertook a comprehensive and systematic series of in vivo animal experiments followed by 3D-mathematical modeling to determine the kinetics of aspirin’s anti-cancer effects on CRC growth. In this study, CRC xenografts were generated using four CRC cell lines with and without PIK3CA mutations and microsatellite instability, and the animals were administered with various aspirin doses (0, 15, 50, and 100 mg/kg) for 2 weeks. Cell proliferation, apoptosis and protein expression were evaluated, followed by 3D-mathematical modeling analysis to estimate cellular division and death rates and their impact on aspirin-mediated changes on tumor growth. We observed that aspirin resulted in a dose-dependent decrease in the cell division rate, and a concomitant increase in the cell death rates in xenografts from all cell lines. Aspirin significantly inhibited cell proliferation as measured by Ki67 staining (P < 0.05–0.01). The negative effect of aspirin on the rate of tumor cell proliferation was more significant in xenograft tumors derived from PIK3CA mutant versus wild-type cells. A computational model of 3D-tumor growth suggests that the growth inhibitory effect of aspirin on the tumor growth kinetics is due to a reduction of tumor colony formation, and that this effect is sufficiently strong to be an important contributor to the reduction of CRC incidence in aspirin-treated patients. In conclusion, we provide a detailed kinetics of aspirin-mediated inhibition of tumor cell proliferation, which support the epidemiological data for the observed protective effect of aspirin in CRC patients.
- Published
- 2020
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