In silico modelling of a cancer stem cell-targeting agent and its effects on tumour control during radiotherapy

被引:14
作者
Marcu, Loredana G. [1 ,2 ]
Marcu, David [1 ]
机构
[1] Univ Oradea, Fac Sci, Oradea 410087, Romania
[2] Univ Adelaide, Sch Phys Sci, Adelaide, SA 5005, Australia
关键词
NECK-CANCER; HEAD; IDENTIFICATION; CARCINOMA; HYPOXIA; GROWTH;
D O I
10.1038/srep32332
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Head and neck cancers (HNC), like most solid tumours, contain a subpopulation of cancer stem cells (CSC) that are commonly responsible for treatment failure. Conventional therapies are unsuccessful in controlling CSCs, thus novel, targeting therapies are needed. A promising agent is ATRA (All-trans-retinoic acid) that was shown to induce CSC differentiation, cell cycle redistribution and CSCs radiosensitisation. To add to the limited data, this work simulated the effects of ATRA on a virtual HNC and evaluated tumour response to radiotherapy. A Monte Carlo technique was employed to grow a HNC consisting of all lineages of cancer cells. The biologically realistic input parameters led to a pretreatment CSC population of 5.9%. The Linear Quadratic model was employed to simulate radiotherapy. ATRA-induced differentiation, cell arrest and apoptosis were modelled, based on literature data. While the effect of differentiation was marginal, the strongest influence on CSC subpopulation was displayed by ATRA's cell arrest effect via an exponential behaviour of the dose-response curve. The apoptotic effect induced by ATRA shows linear correlation between the percentage of apoptotic cells and dose required to eradicate CSCs. In conclusion, ATRA is a potent CSC-targeting agent with viable impact on tumour control when combined with radiotherapy.
引用
收藏
页数:8
相关论文
共 22 条
[1]   Prospective identification of tumorigenic breast cancer cells [J].
Al-Hajj, M ;
Wicha, MS ;
Benito-Hernandez, A ;
Morrison, SJ ;
Clarke, MF .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2003, 100 (07) :3983-3988
[2]   Cancer stem cells in head and neck cancer [J].
Allegra, Eugenia ;
Trapasso, Serena .
ONCOTARGETS AND THERAPY, 2012, 5 :375-383
[3]   Targeting Head and Neck Cancer Stem Cells to Overcome Resistance to Photon and Carbon Ion Radiation [J].
Bertrand, Gerald ;
Maalouf, Mira ;
Boivin, Antony ;
Battiston-Montagne, Priscillia ;
Beuve, Michael ;
Levy, Antonin ;
Jalade, Patrice ;
Fournier, Claudia ;
Ardail, Dominique ;
Magne, Nicolas ;
Alphonse, Gersende ;
Rodriguez-Lafrasse, Claire .
STEM CELL REVIEWS AND REPORTS, 2014, 10 (01) :114-126
[4]   Hyperfractionated or accelerated radiotherapy in head and neck cancer:: a meta-analysis [J].
Bourhis, Jean ;
Overgaard, Jens ;
Audry, Helene ;
Ang, Kian K. ;
Saunders, Michele ;
Bernier, Jacques ;
Horiot, Jean-Claude ;
Le Maitre, Aurlie ;
Pajak, Thomas F. ;
Paulsen, Michael G. ;
O'Sullivan, Brian ;
Dobrowsky, Werner ;
Hliniak, Andrzej ;
Skladowski, Krzysztof ;
Hay, John H. ;
Pinto, Luiz H. J. ;
Fallai, Carlo ;
Fu, Karen K. ;
Sylvester, Richard ;
Pignon, Jean-Pierre .
LANCET, 2006, 368 (9538) :843-854
[5]   Differentiation Therapy Exerts Antitumor Effects on Stem-like Glioma Cells [J].
Campos, Benito ;
Wan, Feng ;
Farhadi, Mohammad ;
Ernst, Aurelie ;
Zeppernick, Felix ;
Tagscherer, Katrin E. ;
Ahmadi, Rezvan ;
Lohr, Jennifer ;
Dictus, Christine ;
Gdynia, Georg ;
Combs, Stephanie E. ;
Goidts, Violaine ;
Helmke, Burkhard M. ;
Eckstein, Volker ;
Roth, Wilfried ;
Beckhove, Philipp ;
Lichter, Peter ;
Unterberg, Andreas ;
Radlwimmer, Bernhard ;
Herold-Mende, Christel .
CLINICAL CANCER RESEARCH, 2010, 16 (10) :2715-2728
[6]   TUMOR-GROWTH RATES IN SQUAMOUS CARCINOMA OF THE HEAD AND NECK MEASURED BY INVIVO BROMODEOXYURIDINE INCORPORATION AND FLOW-CYTOMETRY [J].
FORSTER, G ;
COOKE, TG ;
COOKE, LD ;
STANTON, PD ;
BOWIE, G ;
STELL, PM .
BRITISH JOURNAL OF CANCER, 1992, 65 (05) :698-702
[7]  
Geissler C, 2012, IN VIVO, V26, P593
[8]  
Hall EJ., 2000, RADIOBIOLOGY RADIOLO
[9]   Stem cell patterns in cell lines derived from head and neck squamous cell carcinoma [J].
Harper, Lisa J. ;
Piper, Kim ;
Common, John ;
Fortune, Farida ;
Mackenzie, Ian C. .
JOURNAL OF ORAL PATHOLOGY & MEDICINE, 2007, 36 (10) :594-603
[10]   Tumor Cells Positive and Negative for the Common Cancer Stem Cell Markers Are Capable of Initiating Tumor Growth and Generating Both Progenies [J].
Huang, Sheng-Dong ;
Yuan, Yang ;
Tang, Hao ;
Liu, Xiao-Hong ;
Fu, Chuan-Gang ;
Cheng, He-Zhong ;
Bi, Jian-Wei ;
Yu, Yong-Wei ;
Gong, De-Jun ;
Zhang, Wei ;
Chen, Jie ;
Xu, Zhi-Yun .
PLOS ONE, 2013, 8 (01)