Orchestrating single-cell analysis with Bioconductor

RA Amezquita, ATL Lun, E Becht, VJ Carey… - Nature …, 2020 - nature.com
Recent technological advancements have enabled the profiling of a large number of
genome-wide features in individual cells. However, single-cell data present unique …

[PDF][PDF] Review on epidermal growth factor receptor (EGFR) structure, signaling pathways, interactions, and recent updates of EGFR inhibitors

DA Sabbah, R Hajjo, K Sweidan - Current topics in medicinal …, 2020 - researchgate.net
The epidermal growth factor receptor (EGFR) belongs to the ERBB family of tyrosine kinase
receptors. EGFR signaling cascade is a key regulator in cell proliferation, differentiation …

Single cell RNA sequencing of human microglia uncovers a subset associated with Alzheimer's disease

M Olah, V Menon, N Habib, MF Taga, Y Ma… - Nature …, 2020 - nature.com
The extent of microglial heterogeneity in humans remains a central yet poorly explored
question in light of the development of therapies targeting this cell type. Here, we investigate …

The reactome pathway knowledgebase

B Jassal, L Matthews, G Viteri, C Gong… - Nucleic acids …, 2020 - academic.oup.com
Abstract The Reactome Knowledgebase (https://reactome. org) provides molecular details of
signal transduction, transport, DNA replication, metabolism and other cellular processes as …

Whole genome, transcriptome and methylome profiling enhances actionable target discovery in high-risk pediatric cancer

M Wong, C Mayoh, LMS Lau, DA Khuong-Quang… - Nature medicine, 2020 - nature.com
Abstract The Zero Childhood Cancer Program is a precision medicine program to benefit
children with poor-outcome, rare, relapsed or refractory cancer. Using tumor and germline …

Pathway enrichment analysis and visualization of omics data using g: Profiler, GSEA, Cytoscape and EnrichmentMap

J Reimand, R Isserlin, V Voisin, M Kucera… - Nature protocols, 2019 - nature.com
Pathway enrichment analysis helps researchers gain mechanistic insight into gene lists
generated from genome-scale (omics) experiments. This method identifies biological …

STRING v11: protein–protein association networks with increased coverage, supporting functional discovery in genome-wide experimental datasets

D Szklarczyk, AL Gable, D Lyon, A Junge… - Nucleic acids …, 2019 - academic.oup.com
Proteins and their functional interactions form the backbone of the cellular machinery. Their
connectivity network needs to be considered for the full understanding of biological …

MOFA+: a statistical framework for comprehensive integration of multi-modal single-cell data

R Argelaguet, D Arnol, D Bredikhin, Y Deloro, B Velten… - Genome biology, 2020 - Springer
Technological advances have enabled the profiling of multiple molecular layers at single-
cell resolution, assaying cells from multiple samples or conditions. Consequently, there is a …

RNA-Seq signatures normalized by mRNA abundance allow absolute deconvolution of human immune cell types

G Monaco, B Lee, W Xu, S Mustafah, YY Hwang… - Cell reports, 2019 - cell.com
The molecular characterization of immune subsets is important for designing effective
strategies to understand and treat diseases. We characterized 29 immune cell types within …

ShinyGO: a graphical gene-set enrichment tool for animals and plants

SX Ge, D Jung, R Yao - Bioinformatics, 2020 - academic.oup.com
Motivation Gene lists are routinely produced from various omic studies. Enrichment analysis
can link these gene lists with underlying molecular pathways and functional categories such …