[HTML][HTML] From big data analysis to personalized medicine for all: challenges and opportunities

A Alyass, M Turcotte, D Meyre - BMC medical genomics, 2015 - Springer
Recent advances in high-throughput technologies have led to the emergence of systems
biology as a holistic science to achieve more precise modeling of complex diseases. Many …

Advantages and limitations of current network inference methods

R De Smet, K Marchal - Nature Reviews Microbiology, 2010 - nature.com
Network inference, which is the reconstruction of biological networks from high-throughput
data, can provide valuable information about the regulation of gene expression in cells …

[HTML][HTML] Proteogenomic characterization of human early-onset gastric cancer

DG Mun, J Bhin, S Kim, H Kim, JH Jung, Y Jung… - Cancer cell, 2019 - cell.com
We report proteogenomic analysis of diffuse gastric cancers (GCs) in young populations.
Phosphoproteome data elucidated signaling pathways associated with somatic mutations …

An interactive reference framework for modeling a dynamic immune system

MH Spitzer, PF Gherardini, GK Fragiadakis… - Science, 2015 - science.org
INTRODUCTION Immune cells constitute an interacting hierarchy that coordinates its
activities according to genetic and environmental contexts. This systemically mobile network …

Graph-based methods for analysing networks in cell biology

T Aittokallio, B Schwikowski - Briefings in bioinformatics, 2006 - academic.oup.com
Availability of large-scale experimental data for cell biology is enabling computational
methods to systematically model the behaviour of cellular networks. This review surveys the …

[HTML][HTML] Systems medicine: the future of medical genomics and healthcare

C Auffray, Z Chen, L Hood - Genome medicine, 2009 - Springer
High-throughput technologies for DNA sequencing and for analyses of transcriptomes,
proteomes and metabolomes have provided the foundations for deciphering the structure …

[HTML][HTML] Inferring cellular networks–a review

F Markowetz, R Spang - BMC bioinformatics, 2007 - Springer
In this review we give an overview of computational and statistical methods to reconstruct
cellular networks. Although this area of research is vast and fast developing, we show that …

BDNF Val66Met polymorphism, life stress and depression: A meta-analysis of gene-environment interaction

M Zhao, L Chen, J Yang, D Han, D Fang, X Qiu… - Journal of affective …, 2018 - Elsevier
Background Depression is thought to be multifactorial in etiology, including genetic and
environmental components. While a number of gene-environment interaction studies have …

A data integration methodology for systems biology

D Hwang, AG Rust, S Ramsey… - Proceedings of the …, 2005 - National Acad Sciences
Different experimental technologies measure different aspects of a system and to differing
depth and breadth. High-throughput assays have inherently high false-positive and false …

CD133+ liver cancer stem cells modulate radioresistance in human hepatocellular carcinoma

LS Piao, W Hur, TK Kim, SW Hong, SW Kim, JE Choi… - Cancer letters, 2012 - Elsevier
CD133 is a cancer stem-cell (CSC) marker associated with radioresistance and
chemoresistance in various cancers. In the present study, CD133-expressing liver cancer …