Information theory in systems biology. Part II: protein-protein interaction and signaling networks.

Abstract:

:By the development of information theory in 1948 by Claude Shannon to address the problems in the field of data storage and data communication over (noisy) communication channel, it has been successfully applied in many other research areas such as bioinformatics and systems biology. In this manuscript, we attempt to review some of the existing literatures in systems biology, which are using the information theory measures in their calculations. As we have reviewed most of the existing information-theoretic methods in gene regulatory and metabolic networks in the first part of the review, so in the second part of our study, the application of information theory in other types of biological networks including protein-protein interaction and signaling networks will be surveyed.

journal_name

Semin Cell Dev Biol

authors

Mousavian Z,Díaz J,Masoudi-Nejad A

doi

10.1016/j.semcdb.2015.12.006

subject

Has Abstract

pub_date

2016-03-01 00:00:00

pages

14-23

eissn

1084-9521

issn

1096-3634

pii

S1084-9521(15)30020-3

journal_volume

51

pub_type

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