Information Theory: New Look at Oncogenic Signaling Pathways.

Abstract:

:Sustained pro-proliferative signaling is one of the hallmarks of cancer. Although it is generally understood that the oncogenic signaling pathways are overactivated, or at least abnormally activated, in cancer cells, important mechanistic details of such abnormal activation remain unresolved. Among these details are such aspects of signaling as robustness, redundancy, signal amplification, and others, which touch upon the domain of information theory - the field of mathematics and engineering dealing with properties of information storage, encoding, and transmission. Information theory only recently has started to be applied to intracellular signaling. Here, we overview the recent advances provided by the information theory, focusing on the nuclear factor (NF)-κB, extracellular signal-regulated kinase (ERK), and G-protein-coupled receptor (GPCR) pathways, which are frequently hijacked in cancer. Furthermore, we show how viewing previously untouched mechanics of oncogenic signaling through information theory applications may evolve into novel ways of anticancer drug discovery.

journal_name

Trends Cell Biol

journal_title

Trends in cell biology

authors

Zielińska KA,Katanaev VL

doi

10.1016/j.tcb.2019.08.005

subject

Has Abstract

pub_date

2019-11-01 00:00:00

pages

862-875

issue

11

eissn

0962-8924

issn

1879-3088

pii

S0962-8924(19)30141-2

journal_volume

29

pub_type

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