Literature DB >> 20407073

Current trends in mathematical modeling of tumor-microenvironment interactions: a survey of tools and applications.

Katarzyna A Rejniak1, Lisa J McCawley.   

Abstract

In its simplest description, a tumor is comprised of an expanding population of transformed cells supported by a surrounding microenvironment termed the tumor stroma. The tumor microenvironment has a very complex composition, including multiple types of stromal cells, a dense network of various extracellular matrix (ECM) fibers interpenetrated by the interstitial fluid and gradients of several chemical species that either are dissolved in the fluid or are bound to the ECM structure. In order to study experimentally such complex interactions between multiple players, cancer is dissected and considered at different scales of complexity, such as protein interactions, biochemical pathways, cellular functions or whole organism studies. However, the integration of information acquired from these studies into a common description is as difficult as the disease itself. Computational models of cancer can provide cancer researchers with invaluable tools that are capable of integrating the complexity into organizing principles as well as suggesting testable hypotheses. We will focus in this Minireview on mathematical models in which the whole cell is a main modeling unit. We will present a current stage of such cell-focused mathematical modeling incorporating different stromal components and their interactions with growing tumors, and discuss what modeling approaches can be undertaken to complement the in vivo and in vitro experimentation.

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Year:  2010        PMID: 20407073     DOI: 10.1258/ebm.2009.009230

Source DB:  PubMed          Journal:  Exp Biol Med (Maywood)        ISSN: 1535-3699


  23 in total

Review 1.  Cellular modeling of cancer invasion: integration of in silico and in vitro approaches.

Authors:  Yoonseok Kam; Katarzyna A Rejniak; Alexander R A Anderson
Journal:  J Cell Physiol       Date:  2012-02       Impact factor: 6.384

Review 2.  Mathematical modeling of tumor-immune cell interactions.

Authors:  Grace E Mahlbacher; Kara C Reihmer; Hermann B Frieboes
Journal:  J Theor Biol       Date:  2019-03-02       Impact factor: 2.691

3.  A statistical modeling approach to the analysis of spatial patterns of FDG-PET uptake in human sarcoma.

Authors:  F O'Sullivan; E Wolsztynski; J O'Sullivan; T Richards; E U Conrad; J F Eary
Journal:  IEEE Trans Med Imaging       Date:  2011-06-30       Impact factor: 10.048

Review 4.  The role of the microenvironment in tumor growth and invasion.

Authors:  Yangjin Kim; Magdalena A Stolarska; Hans G Othmer
Journal:  Prog Biophys Mol Biol       Date:  2011-06-28       Impact factor: 3.667

5.  Micropharmacology: An In Silico Approach for Assessing Drug Efficacy Within a Tumor Tissue.

Authors:  Aleksandra Karolak; Katarzyna A Rejniak
Journal:  Bull Math Biol       Date:  2018-02-08       Impact factor: 1.758

6.  Evaluation of uptake and distribution of gold nanoparticles in solid tumors.

Authors:  Christopher G England; André M Gobin; Hermann B Frieboes
Journal:  Eur Phys J Plus       Date:  2015-11-19       Impact factor: 3.911

Review 7.  Towards personalized computational oncology: from spatial models of tumour spheroids, to organoids, to tissues.

Authors:  Aleksandra Karolak; Dmitry A Markov; Lisa J McCawley; Katarzyna A Rejniak
Journal:  J R Soc Interface       Date:  2018-01       Impact factor: 4.118

8.  Model of vascular desmoplastic multispecies tumor growth.

Authors:  Chin F Ng; Hermann B Frieboes
Journal:  J Theor Biol       Date:  2017-05-18       Impact factor: 2.691

9.  Linking changes in epithelial morphogenesis to cancer mutations using computational modeling.

Authors:  Katarzyna A Rejniak; Shizhen E Wang; Nicole S Bryce; Hang Chang; Bahram Parvin; Jerome Jourquin; Lourdes Estrada; Joe W Gray; Carlos L Arteaga; Alissa M Weaver; Vito Quaranta; Alexander R A Anderson
Journal:  PLoS Comput Biol       Date:  2010-08-26       Impact factor: 4.475

Review 10.  The biology and mathematical modelling of glioma invasion: a review.

Authors:  J C L Alfonso; K Talkenberger; M Seifert; B Klink; A Hawkins-Daarud; K R Swanson; H Hatzikirou; A Deutsch
Journal:  J R Soc Interface       Date:  2017-11       Impact factor: 4.118

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