Network medicine in the age of biomedical big data

AR Sonawane, ST Weiss, K Glass, A Sharma - Frontiers in Genetics, 2019 - frontiersin.org
Network medicine is an emerging area of research dealing with molecular and genetic
interactions, network biomarkers of disease, and therapeutic target discovery. Large-scale …

[PDF][PDF] Use of bioinformatics tools in different spheres of life sciences

MA Mehmood, U Sehar, N Ahmad - … of Data Mining in Genomics & …, 2014 - researchgate.net
The pace, by which scientific knowledge is being produced and shared today, was never
been so fast in the past. Different areas of science are getting closer to each other to give …

Uncovering effects of antibiotics on the host and microbiota using transkingdom gene networks

A Morgun, A Dzutsev, X Dong, RL Greer, DJ Sexton… - Gut, 2015 - gut.bmj.com
Objective Despite widespread use of antibiotics for the treatment of life-threatening
infections and for research on the role of commensal microbiota, our understanding of their …

Differential co-expression network analysis reveals key hub-high traffic genes as potential therapeutic targets for COVID-19 pandemic

A Hasankhani, A Bahrami, N Sheybani, B Aria… - Frontiers in …, 2021 - frontiersin.org
Background The recent emergence of COVID-19, rapid worldwide spread, and incomplete
knowledge of molecular mechanisms underlying SARS-CoV-2 infection have limited …

Biomedical text mining and its applications

R Rodriguez-Esteban - PLoS computational biology, 2009 - journals.plos.org
This tutorial is intended for biologists and computational biologists interested in adding text
mining tools to their bioinformatics toolbox. As an illustrative example, the tutorial examines …

The effect of inhibition of PP1 and TNFα signaling on pathogenesis of SARS coronavirus

JE McDermott, HD Mitchell, LE Gralinski, AJ Eisfeld… - BMC systems …, 2016 - Springer
Background The complex interplay between viral replication and host immune response
during infection remains poorly understood. While many viruses are known to employ anti …

Systems biology in drug discovery and development

EL Berg - Drug discovery today, 2014 - Elsevier
The complexity of human biology makes it challenging to develop safe and effective new
medicines. Systems biology omics-based efforts have led to an explosion of high-throughput …

Drug repurposing: a better approach for infectious disease drug discovery?

GL Law, J Tisoncik-Go, MJ Korth, MG Katze - Current opinion in …, 2013 - Elsevier
Highlights•Infectious disease investigators need to embrace new drug repurposing
approaches.•Key components include public databases and predictive computational …

A network integration approach to predict conserved regulators related to pathogenicity of influenza and SARS-CoV respiratory viruses

HD Mitchell, AJ Eisfeld, AC Sims, JE McDermott… - PloS one, 2013 - journals.plos.org
Respiratory infections stemming from influenza viruses and the Severe Acute Respiratory
Syndrome corona virus (SARS-CoV) represent a serious public health threat as emerging …

Predicting protein–protein interactions between human and hepatitis C virus via an ensemble learning method

A Emamjomeh, B Goliaei, J Zahiri… - Molecular …, 2014 - pubs.rsc.org
An estimated 170 million people, approximately 3% of the world population, are chronically
infected with the hepatitis C virus (HCV). More than 350 000 deaths are reported annually …