A MODEL OF THE TUMOUR SPHEROID RESPONSE TO RADIATION Identifiability Analysis

被引:0
|
作者
Papa, F. [1 ]
机构
[1] Sapienza Univ Roma, Dipartimento Informat & Sistemist A Ruberti, Via Ariosto 25, Rome, Italy
来源
BIOSIGNALS 2010: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON BIO-INSPIRED SYSTEMS AND SIGNAL PROCESSING | 2010年
关键词
Tumour spheroids models; Radiotherapy; Global identifiability; GROWTH;
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
A spatially uniform model of tumour growth after a single instantaneous radiative treatment is presented in this paper. The ordinary differential equation model presented may be obtained from an equivalent partial derivative equation model, by integration with respect to the radial distance. The main purpose of the paper is to study its identifiability properties. In fact, a preliminary condition, that is necessary to verify before performing the parameter identification, is the global identifiability of a model. A detailed study of the identifiability properties of the model is done pointing out that it is globally identifiable, provided that the responses to two different radiation doses are available.
引用
收藏
页码:419 / 423
页数:5
相关论文
共 50 条
  • [11] Radiation Response in the Tumour Microenvironment: Predictive Biomarkers and Future Perspectives
    Byrne, Niall M.
    Tambe, Prajakta
    Coulter, Jonathan A.
    JOURNAL OF PERSONALIZED MEDICINE, 2021, 11 (01): : 1 - 15
  • [12] Identifiability and Parameter Estimation of Within-Host Model of HIV with Immune Response
    Liyanage, Yuganthi R.
    Kohan, Leila Mirsaleh
    Martcheva, Maia
    Tuncer, Necibe
    MATHEMATICS, 2024, 12 (18)
  • [13] Structural identifiability analysis of the dynamic gas-liquid film model
    Navarro-Laboulais, J.
    Cardona, S. C.
    Torregrosa, J. I.
    Abad, A.
    Lopez, F.
    AICHE JOURNAL, 2006, 52 (08) : 2851 - 2863
  • [14] Structural identifiability analysis and reparameterisation (parameter reduction) of a cardiovascular feedback model
    Cheung, S. Y. Amy
    Majid, Oneeb
    Yates, James W. T.
    Aarons, Leon
    EUROPEAN JOURNAL OF PHARMACEUTICAL SCIENCES, 2012, 46 (04) : 259 - 271
  • [15] Toxicity of Mitoxantrone-loaded Superparamagnetic Iron Oxide Nanoparticles in a HT-29 Tumour Spheroid Model
    Hornung, Annkathrin
    Poettler, Marina
    Friedrich, Ralf P.
    Weigel, Bianca
    Duerr, Stephan
    Zaloga, Jan
    Cicha, Iwona
    Alexiou, Christoph
    Janko, Christina
    ANTICANCER RESEARCH, 2016, 36 (06) : 3093 - 3101
  • [16] 3D spheroid models of paediatric SHH medulloblastoma mimic tumour biology, drug response and metastatic dissemination
    Roper, Sophie J.
    Linke, Franziska
    Scotting, Paul J.
    Coyle, Beth
    SCIENTIFIC REPORTS, 2021, 11 (01)
  • [17] Analysis of a mathematical model of glioma cells outside the tumor spheroid core
    Gao, Shuaishuai
    Wei, Xuemei
    APPLICABLE ANALYSIS, 2013, 92 (07) : 1379 - 1392
  • [18] ON GLOBAL IDENTIFIABILITY FOR ARBITRARY MODEL PARAMETRIZATIONS
    LJUNG, L
    GLAD, T
    AUTOMATICA, 1994, 30 (02) : 265 - 276
  • [19] STRUCTURAL IDENTIFIABILITY ANALYSIS OF NONLINEAR TIME DELAYED SYSTEMS WITH GENERALIZED FREQUENCY RESPONSE FUNCTIONS
    Szlobodnyik, Gergely
    Szederkenyi, Gabor
    KYBERNETIKA, 2021, 57 (06) : 939 - 957
  • [20] A rapid high throughput bioprinted colorectal cancer spheroid platform for in vitro drug- and radiation-response
    Johnson, Peter A.
    Menegatti, Sara
    Chambers, Adam C.
    Alibhai, Dominic
    Collard, Tracey J.
    Williams, Ann C.
    Bayley, Hagan
    Perriman, Adam W.
    BIOFABRICATION, 2023, 15 (01)