The linkage of human circadian rhythms and hepatocellular carcinoma (HCC) through network analysis
- Published
- Accepted
- Subject Areas
- Bioinformatics, Computational Biology
- Keywords
- network, hepatocellular carcinoma, circadian rhythms
- Copyright
- © 2015 Singh et al.
- Licence
- This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ PrePrints) and either DOI or URL of the article must be cited.
- Cite this article
- 2015) The linkage of human circadian rhythms and hepatocellular carcinoma (HCC) through network analysis. PeerJ PrePrints 3:e1604v1 https://doi.org/10.7287/peerj.preprints.1604v1 (
Abstract
Human circadian rhythms connect internal biological clock and external environmental through earth’s day and night alternating. The human circadian clocks, present in each organs, are controlled by a main pace-maker situated in SCN (suprachiasmatic nuclei) of hypothalamus which is synchronized to the daily photoperiod. Clock disturbances are involved in many diseases like diabetes, obesity, depression, bipolar disease, and many types of cancers like breast cancer, colon cancer as well as hepatocellular carcinoma which is the third most life claiming cancer around the world. In this work the protein- protein interaction networks were analyzed using Cytoscape software. The human circadian network consists of 2151 nodes and 75821 interactions making it a huge network. It is very centralized with the value of 0.235. The density of the network is 0.033 and heterogeneity of 1.012. The characteristic path length is 2.373 while the average number of neighbors is equal to 70.5. Recently we performed a network analysis on gene expression data obtained in our group from HepG2 cells, a liver cancer cell line that lacks the viral infection, identifying 26 HUB genes [1]. Among these genes, 20 of them resulted present in the human circadian rhythm network. All these 20 genes had high degree values in the circadian network, ranging from 287 to 77 indicating that they control a large number of functional interactions and the information flow through the circadian network. However, by merging the network of genes involved in human circadian rhythms as well HepG2, we found that 83 hub nodes are common. This establishes strong relationships between liver cancer and circadian rhythms.
Author Comment
This is an abstract of the presentation at the BBCC2015 conference.