[HTML][HTML] limma powers differential expression analyses for RNA-sequencing and microarray studies

ME Ritchie, B Phipson, DI Wu, Y Hu… - Nucleic acids …, 2015 - academic.oup.com
Abstract limma is an R/Bioconductor software package that provides an integrated solution
for analysing data from gene expression experiments. It contains rich features for handling …

Suppression of antitumor T cell immunity by the oncometabolite (R)-2-hydroxyglutarate

L Bunse, S Pusch, T Bunse, F Sahm, K Sanghvi… - Nature medicine, 2018 - nature.com
Abstract The oncometabolite (R)-2-hydroxyglutarate (R-2-HG) produced by isocitrate
dehydrogenase (IDH) mutations promotes gliomagenesis via DNA and histone methylation …

Integrative approaches for large-scale transcriptome-wide association studies

A Gusev, A Ko, H Shi, G Bhatia, W Chung… - Nature …, 2016 - nature.com
Many genetic variants influence complex traits by modulating gene expression, thus altering
the abundance of one or multiple proteins. Here we introduce a powerful strategy that …

[HTML][HTML] Robust hyperparameter estimation protects against hypervariable genes and improves power to detect differential expression

B Phipson, S Lee, IJ Majewski… - The annals of applied …, 2016 - ncbi.nlm.nih.gov
One of the most common analysis tasks in genomic research is to identify genes that are
differentially expressed (DE) between experimental conditions. Empirical Bayes (EB) …

The gut microbiota plays a protective role in the host defence against pneumococcal pneumonia

TJ Schuijt, JM Lankelma, BP Scicluna, FS e Melo… - Gut, 2016 - gut.bmj.com
Objective Pneumonia accounts for more deaths than any other infectious disease
worldwide. The intestinal microbiota supports local mucosal immunity and is increasingly …

Apoptotic caspases suppress mtDNA-induced STING-mediated type I IFN production

MJ White, K McArthur, D Metcalf, RM Lane, JC Cambier… - Cell, 2014 - cell.com
Activated caspases are a hallmark of apoptosis induced by the intrinsic pathway, but they
are dispensable for cell death and the apoptotic clearance of cells in vivo. This has led to the …

Gene expression elucidates functional impact of polygenic risk for schizophrenia

M Fromer, P Roussos, SK Sieberts, JS Johnson… - Nature …, 2016 - nature.com
Over 100 genetic loci harbor schizophrenia-associated variants, yet how these variants
confer liability is uncertain. The CommonMind Consortium sequenced RNA from …

The Subread aligner: fast, accurate and scalable read mapping by seed-and-vote

Y Liao, GK Smyth, W Shi - Nucleic acids research, 2013 - academic.oup.com
Read alignment is an ongoing challenge for the analysis of data from sequencing
technologies. This article proposes an elegantly simple multi-seed strategy, called seed-and …

Camera: a competitive gene set test accounting for inter-gene correlation

D Wu, GK Smyth - Nucleic acids research, 2012 - academic.oup.com
Competitive gene set tests are commonly used in molecular pathway analysis to test for
enrichment of a particular gene annotation category amongst the differential expression …

Human MX2 is an interferon-induced post-entry inhibitor of HIV-1 infection

C Goujon, O Moncorgé, H Bauby, T Doyle, CC Ward… - Nature, 2013 - nature.com
Animal cells harbour multiple innate effector mechanisms that inhibit virus replication. For
the pathogenic retrovirus human immunodeficiency virus type 1 (HIV-1), these include …