Gene regulatory network inference resources: A practical overview

D Mercatelli, L Scalambra, L Triboli, F Ray… - Biochimica et Biophysica …, 2020 - Elsevier
Transcriptional regulation is a fundamental molecular mechanism involved in almost every
aspect of life, from homeostasis to development, from metabolism to behavior, from reaction …

Reverse engineering and identification in systems biology: strategies, perspectives and challenges

AF Villaverde, JR Banga - Journal of the Royal Society …, 2014 - royalsocietypublishing.org
The interplay of mathematical modelling with experiments is one of the central elements in
systems biology. The aim of reverse engineering is to infer, analyse and understand …

Benchmark and integration of resources for the estimation of human transcription factor activities

L Garcia-Alonso, CH Holland, MM Ibrahim… - Genome …, 2019 - genome.cshlp.org
The prediction of transcription factor (TF) activities from the gene expression of their targets
(ie, TF regulon) is becoming a widely used approach to characterize the functional status of …

[HTML][HTML] Comprehensive molecular characterization of muscle-invasive bladder cancer

AG Robertson, J Kim, H Al-Ahmadie, J Bellmunt, G Guo… - Cell, 2017 - cell.com
We report a comprehensive analysis of 412 muscle-invasive bladder cancers characterized
by multiple TCGA analytical platforms. Fifty-eight genes were significantly mutated, and the …

WebGestalt 2017: a more comprehensive, powerful, flexible and interactive gene set enrichment analysis toolkit

J Wang, S Vasaikar, Z Shi, M Greer… - Nucleic acids …, 2017 - academic.oup.com
Functional enrichment analysis has played a key role in the biological interpretation of high-
throughput omics data. As a long-standing and widely used web application for functional …

Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen

MP Menden, D Wang, MJ Mason, B Szalai… - Nature …, 2019 - nature.com
The effectiveness of most cancer targeted therapies is short-lived. Tumors often develop
resistance that might be overcome with drug combinations. However, the number of possible …

An integrated gene-to-outcome multimodal database for metabolic dysfunction-associated steatotic liver disease

TJ Kendall, M Jimenez-Ramos, F Turner… - Nature medicine, 2023 - nature.com
Metabolic dysfunction-associated steatotic liver disease (MASLD) is the commonest cause
of chronic liver disease worldwide and represents an unmet precision medicine challenge …

Gene regulatory network inference from single-cell data using multivariate information measures

TE Chan, MPH Stumpf, AC Babtie - Cell systems, 2017 - cell.com
While single-cell gene expression experiments present new challenges for data processing,
the cell-to-cell variability observed also reveals statistical relationships that can be used by …

Transcriptome-based network analysis reveals a spectrum model of human macrophage activation

J Xue, SV Schmidt, J Sander, A Draffehn, W Krebs… - Immunity, 2014 - cell.com
Macrophage activation is associated with profound transcriptional reprogramming. Although
much progress has been made in the understanding of macrophage activation, polarization …

The genetic basis of early T-cell precursor acute lymphoblastic leukaemia

J Zhang, L Ding, L Holmfeldt, G Wu, SL Heatley… - Nature, 2012 - nature.com
Early T-cell precursor acute lymphoblastic leukaemia (ETP ALL) is an aggressive
malignancy of unknown genetic basis. We performed whole-genome sequencing of 12 ETP …