Structure and dynamics of molecular networks: a novel paradigm of drug discovery: a comprehensive review

P Csermely, T Korcsmáros, HJM Kiss, G London… - Pharmacology & …, 2013 - Elsevier
Despite considerable progress in genome-and proteome-based high-throughput screening
methods and in rational drug design, the increase in approved drugs in the past decade did …

Anticancer drug discovery from microbial sources: The unique mangrove streptomycetes

JWF Law, LNS Law, V Letchumanan, LTH Tan… - Molecules, 2020 - mdpi.com
Worldwide cancer incidence and mortality have always been a concern to the community.
The cancer mortality rate has generally declined over the years; however, there is still an …

A human functional protein interaction network and its application to cancer data analysis

G Wu, X Feng, L Stein - Genome biology, 2010 - Springer
Background One challenge facing biologists is to tease out useful information from massive
data sets for further analysis. A pathway-based analysis may shed light by projecting …

Algorithms for detecting significantly mutated pathways in cancer

F Vandin, E Upfal, BJ Raphael - Journal of Computational Biology, 2011 - liebertpub.com
Recent genome sequencing studies have shown that the somatic mutations that drive
cancer development are distributed across a large number of genes. This mutational …

Walking the interactome to identify human miRNA-disease associations through the functional link between miRNA targets and disease genes

H Shi, J Xu, G Zhang, L Xu, C Li, L Wang, Z Zhao… - BMC systems …, 2013 - Springer
Background MicroRNAs (miRNAs) are important post-transcriptional regulators that have
been demonstrated to play an important role in human diseases. Elucidating the …

Predictive genomics: a cancer hallmark network framework for predicting tumor clinical phenotypes using genome sequencing data

E Wang, N Zaman, S Mcgee, JS Milanese… - Seminars in cancer …, 2015 - Elsevier
Tumor genome sequencing leads to documenting thousands of DNA mutations and other
genomic alterations. At present, these data cannot be analyzed adequately to aid in the …

Separate enrichment analysis of pathways for up-and downregulated genes

G Hong, W Zhang, H Li, X Shen… - Journal of the Royal …, 2014 - royalsocietypublishing.org
Two strategies are often adopted for enrichment analysis of pathways: the analysis of all
differentially expressed (DE) genes together or the analysis of up-and downregulated genes …

Differential network entropy reveals cancer system hallmarks

J West, G Bianconi, S Severini, AE Teschendorff - Scientific reports, 2012 - nature.com
The cellular phenotype is described by a complex network of molecular interactions.
Elucidating network properties that distinguish disease from the healthy cellular state is …

DrugComboRanker: drug combination discovery based on target network analysis

L Huang, F Li, J Sheng, X **a, J Ma, M Zhan… - …, 2014 - academic.oup.com
Motivation: Currently there are no curative anticancer drugs, and drug resistance is often
acquired after drug treatment. One of the reasons is that cancers are complex diseases …

Critical transition and reversion of tumorigenesis

D Shin, KH Cho - Experimental & Molecular Medicine, 2023 - nature.com
Cancer is caused by the accumulation of genetic alterations and therefore has been
historically considered to be irreversible. Intriguingly, several studies have reported that …