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 …

Promises and challenges of big data computing in health sciences

T Huang, L Lan, X Fang, P An, J Min, F Wang - Big Data Research, 2015 - Elsevier
With the development of smart devices and cloud computing, more and more public health
data can be collected from various sources and can be analyzed in an unprecedented way …

Common genetic associations between age-related diseases

HM Dönertaş, DK Fabian, M Fuentealba, L Partridge… - Nature aging, 2021 - nature.com
Age is a common risk factor in many diseases, but the molecular basis for this relationship is
elusive. In this study we identified four disease clusters from 116 diseases in UK Biobank …

Is my network module preserved and reproducible?

P Langfelder, R Luo, MC Oldham… - PLoS computational …, 2011 - journals.plos.org
In many applications, one is interested in determining which of the properties of a network
module change across conditions. For example, to validate the existence of a module, it is …

Network target for screening synergistic drug combinations with application to traditional Chinese medicine

S Li, B Zhang, N Zhang - BMC systems biology, 2011 - Springer
Background Multicomponent therapeutics offer bright prospects for the control of complex
diseases in a synergistic manner. However, finding ways to screen the synergistic …

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 …

Metabolomics signatures of aging: recent advances

SS Adav, Y Wang - Aging and disease, 2021 - pmc.ncbi.nlm.nih.gov
Metabolomics is the latest state-of-the-art omics technology that provides a comprehensive
quantitative profile of metabolites. The metabolites are the cellular end products of metabolic …

Integration of 'omics' data in aging research: from biomarkers to systems biology

J Zierer, C Menni, G Kastenmüller, TD Spector - Aging cell, 2015 - Wiley Online Library
Age is the strongest risk factor for many diseases including neurodegenerative disorders,
coronary heart disease, type 2 diabetes and cancer. Due to increasing life expectancy and …

Advanced analytical methodologies for measuring healthy ageing and its determinants, using factor analysis and machine learning techniques: the ATHLOS project

FF Caballero, G Soulis, W Engchuan… - Scientific reports, 2017 - nature.com
A most challenging task for scientists that are involved in the study of ageing is the
development of a measure to quantify health status across populations and over time. In the …

Systematic analysis of the gerontome reveals links between aging and age-related diseases

M Fernandes, C Wan, R Tacutu… - Human molecular …, 2016 - academic.oup.com
Abstract In model organisms, over 2,000 genes have been shown to modulate aging, the
collection of which we call the 'gerontome'. Although some individual aging-related genes …