Advancing the use of genome-wide association studies for drug repurposing

WR Reay, MJ Cairns - Nature Reviews Genetics, 2021 - nature.com
Genome-wide association studies (GWAS) have revealed important biological insights into
complex diseases, which are broadly expected to lead to the identification of new drug …

Drug repurposing: progress, challenges and recommendations

S Pushpakom, F Iorio, PA Eyers, KJ Escott… - Nature reviews Drug …, 2019 - nature.com
Given the high attrition rates, substantial costs and slow pace of new drug discovery and
development, repurposing of'old'drugs to treat both common and rare diseases is …

Gene set knowledge discovery with Enrichr

Z **e, A Bailey, MV Kuleshov, DJB Clarke… - Current …, 2021 - Wiley Online Library
Profiling samples from patients, tissues, and cells with genomics, transcriptomics,
epigenomics, proteomics, and metabolomics ultimately produces lists of genes and proteins …

ChEA3: transcription factor enrichment analysis by orthogonal omics integration

AB Keenan, D Torre, A Lachmann… - Nucleic acids …, 2019 - academic.oup.com
Identifying the transcription factors (TFs) responsible for observed changes in gene
expression is an important step in understanding gene regulatory networks. ChIP-X …

The library of integrated network-based cellular signatures NIH program: system-level cataloging of human cells response to perturbations

AB Keenan, SL Jenkins, KM Jagodnik, S Koplev, E He… - Cell systems, 2018 - cell.com
The Library of Integrated Network-Based Cellular Signatures (LINCS) is an NIH Common
Fund program that catalogs how human cells globally respond to chemical, genetic, and …

Identification of key biomarkers and immune infiltration in systemic lupus erythematosus by integrated bioinformatics analysis

X Zhao, L Zhang, J Wang, M Zhang, Z Song… - Journal of Translational …, 2021 - Springer
Background Systemic lupus erythematosus (SLE) is a multisystemic, chronic inflammatory
disease characterized by destructive systemic organ involvement, which could cause the …

Connecting omics signatures and revealing biological mechanisms with iLINCS

M Pilarczyk, M Fazel-Najafabadi, M Kouril… - Nature …, 2022 - nature.com
There are only a few platforms that integrate multiple omics data types, bioinformatics tools,
and interfaces for integrative analyses and visualization that do not require programming …

[HTML][HTML] BioJupies: automated generation of interactive notebooks for RNA-Seq data analysis in the cloud

D Torre, A Lachmann, A Ma'ayan - Cell systems, 2018 - cell.com
BioJupies is a web application that enables the automated creation, storage, and
deployment of Jupyter Notebooks containing RNA-seq data analyses. Through an intuitive …

Measuring interlayer shear stress in bilayer graphene

G Wang, Z Dai, Y Wang, PH Tan, L Liu, Z Xu, Y Wei… - Physical review …, 2017 - APS
Monolayer two-dimensional (2D) crystals exhibit a host of intriguing properties, but the most
exciting applications may come from stacking them into multilayer structures. Interlayer and …

KEA3: improved kinase enrichment analysis via data integration

MV Kuleshov, Z **e, ABK London, J Yang… - Nucleic acids …, 2021 - academic.oup.com
Phosphoproteomics and proteomics experiments capture a global snapshot of the cellular
signaling network, but these methods do not directly measure kinase state. Kinase …