Analysis of Molecular Communications on the Growth Structure of Glioblastoma Multiforme

2021 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM)(2021)

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摘要
In this paper we consider the influence of intercellular communication on the development and progression of Glioblastoma Multiforme (GBM), a grade IV malignant glioma which is defined by an interplay Grow i.e. self renewal and Go i.e. invasiveness potential of multiple malignant glioma stem cells. Firstly, we performed wet lab experiments with U87 malignant glioma cells to study the node-stem growth pattern of GBM. Next we develop a model accounting for the structural influence of multiple transmitter and receiver glioma stem cells resulting in the node-stem growth structure of GBM tumour. By using information theory we study different properties associated with this communication model to show that the growth of GBM in a particular direction (node to stem) is related to an increase in mutual information. We further show that information Ilow between glioblastoma cells for different levels of invasiveness vary at different points between node and stem. These findings are expected to contribute significantly in the design of future therapeutic mechanisms for GBM.
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关键词
multiple malignant glioma stem cells,wet lab experiments,U87 malignant glioma cells,node-stem growth pattern,model accounting,structural influence,multiple transmitter,receiver glioma stem cells,node-stem growth structure,GBM tumour,information theory,communication model,node to stem,mutual information,information flow,glioblastoma cells,molecular communications,Glioblastoma Multiforme,inter-cellular communication,grade IV malignant glioma,interplay Grow i.e,invasiveness potential
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