[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 …

[HTML][HTML] Stem cells and the differentiation hierarchy in mammary gland development

NY Fu, E Nolan, GJ Lindeman… - Physiological …, 2020 - journals.physiology.org
The mammary gland is a highly dynamic organ that undergoes profound changes within its
epithelium during puberty and the reproductive cycle. These changes are fueled by …

A single‐cell RNA expression atlas of normal, preneoplastic and tumorigenic states in the human breast

B Pal, Y Chen, F Vaillant, BD Capaldo, R Joyce… - The EMBO …, 2021 - embopress.org
To examine global changes in breast heterogeneity across different states, we determined
the single‐cell transcriptomes of> 340,000 cells encompassing normal breast, preneoplastic …

[HTML][HTML] From reads to genes to pathways: differential expression analysis of RNA-Seq experiments using Rsubread and the edgeR quasi-likelihood pipeline

Y Chen, ATL Lun, GK Smyth - F1000Research, 2016 - ncbi.nlm.nih.gov
In recent years, RNA sequencing (RNA-seq) has become a very widely used technology for
profiling gene expression. One of the most common aims of RNA-seq profiling is to identify …

ZFP281 drives a mesenchymal-like dormancy program in early disseminated breast cancer cells that prevents metastatic outgrowth in the lung

AR Nobre, E Dalla, J Yang, X Huang, L Wullkopf… - Nature Cancer, 2022 - nature.com
Increasing evidence shows that cancer cells can disseminate from early evolved primary
lesions much earlier than the classical metastasis models predicted. Here, we reveal at a …

[HTML][HTML] RNA-seq analysis is easy as 1-2-3 with limma, Glimma and edgeR

CW Law, M Alhamdoosh, S Su, X Dong, L Tian… - …, 2016 - ncbi.nlm.nih.gov
The ability to easily and efficiently analyse RNA-sequencing data is a key strength of the
Bioconductor project. Starting with counts summarised at the gene-level, a typical analysis …

Metastatic latency and immune evasion through autocrine inhibition of WNT

S Malladi, DG Macalinao, X Jin, L He, H Basnet, Y Zou… - Cell, 2016 - cell.com
Metastasis frequently develops years after the removal of a primary tumor, from a minority of
disseminated cancer cells that survived as latent entities through unknown mechanisms. We …

Profiling human breast epithelial cells using single cell RNA sequencing identifies cell diversity

QH Nguyen, N Pervolarakis, K Blake, D Ma… - Nature …, 2018 - nature.com
Breast cancer arises from breast epithelial cells that acquire genetic alterations leading to
subsequent loss of tissue homeostasis. Several distinct epithelial subpopulations have been …

Functional genomic landscape of human breast cancer drivers, vulnerabilities, and resistance

R Marcotte, A Sayad, KR Brown, F Sanchez-Garcia… - Cell, 2016 - cell.com
Large-scale genomic studies have identified multiple somatic aberrations in breast cancer,
including copy number alterations and point mutations. Still, identifying causal variants and …

Mammary stem cells and the differentiation hierarchy: current status and perspectives

JE Visvader, J Stingl - Genes & development, 2014 - genesdev.cshlp.org
The mammary epithelium is highly responsive to local and systemic signals, which
orchestrate morphogenesis of the ductal tree during puberty and pregnancy. Based on …