Molecular networks in Network Medicine: Development and applications
EK Silverman, HHHW Schmidt… - … Systems Biology and …, 2020 - Wiley Online Library
Network Medicine applies network science approaches to investigate disease
pathogenesis. Many different analytical methods have been used to infer relevant molecular …
pathogenesis. Many different analytical methods have been used to infer relevant molecular …
[HTML][HTML] A systematic review of computational approaches to understand cancer biology for informed drug repurposing
F Ahmed, A Samantasinghar, AM Soomro, S Kim… - Journal of Biomedical …, 2023 - Elsevier
Cancer is the second leading cause of death globally, trailing only heart disease. In the
United States alone, 1.9 million new cancer cases and 609,360 deaths were recorded for …
United States alone, 1.9 million new cancer cases and 609,360 deaths were recorded for …
Competing endogenous RNAs, non-coding RNAs and diseases: an intertwined story
U Ala - Cells, 2020 - mdpi.com
MicroRNAs (miRNAs), a class of small non-coding RNA molecules, are responsible for RNA
silencing and post-transcriptional regulation of gene expression. They can mediate a fine …
silencing and post-transcriptional regulation of gene expression. They can mediate a fine …
Gene co-expression in the interactome: moving from correlation toward causation via an integrated approach to disease module discovery
In this study, we integrate the outcomes of co-expression network analysis with the human
interactome network to predict novel putative disease genes and modules. We first apply the …
interactome network to predict novel putative disease genes and modules. We first apply the …
A paradigm shift in medicine: A comprehensive review of network-based approaches
Network medicine is a rapidly evolving new field of medical research, which combines
principles and approaches of systems biology and network science, holding the promise to …
principles and approaches of systems biology and network science, holding the promise to …
Physical activity rewires the human brain against neurodegeneration
JA Santiago, JP Quinn, JA Potashkin - International Journal of Molecular …, 2022 - mdpi.com
Physical activity may offset cognitive decline and dementia, but the molecular mechanisms
by which it promotes neuroprotection remain elusive. In the absence of disease-modifying …
by which it promotes neuroprotection remain elusive. In the absence of disease-modifying …
Epigenetic inheritance underlying pulmonary arterial hypertension: a new challenge for network medicine
In pulmonary arterial hypertension (PAH), the Warburg effect (glycolytic shift) and
mitochondrial fission are determinants of phenotype alterations characteristic of the disease …
mitochondrial fission are determinants of phenotype alterations characteristic of the disease …
Intersection of network medicine and machine learning towards investigating the key biomarkers and pathways underlying amyotrophic lateral sclerosis: a systematic …
Background Network medicine is an emerging area of research that focuses on delving into
the molecular complexity of the disease, leading to the discovery of network biomarkers and …
the molecular complexity of the disease, leading to the discovery of network biomarkers and …
[HTML][HTML] In silico drug repurposing in COVID-19: A network-based analysis
The SARS-CoV-2 pandemic is a worldwide public health emergency. Despite the beginning
of a vaccination campaign, the search for new drugs to appropriately treat COVID-19 …
of a vaccination campaign, the search for new drugs to appropriately treat COVID-19 …
Inferring the disease-associated miRNAs based on network representation learning and convolutional neural networks
Identification of disease-associated miRNAs (disease miRNAs) are critical for understanding
etiology and pathogenesis. Most previous methods focus on integrating similarities and …
etiology and pathogenesis. Most previous methods focus on integrating similarities and …