RNA sequencing: the teenage years

R Stark, M Grzelak, J Hadfield - Nature Reviews Genetics, 2019 - nature.com
Over the past decade, RNA sequencing (RNA-seq) has become an indispensable tool for
transcriptome-wide analysis of differential gene expression and differential splicing of …

[HTML][HTML] A survey of best practices for RNA-seq data analysis

A Conesa, P Madrigal, S Tarazona, D Gomez-Cabrero… - Genome biology, 2016 - Springer
Abstract RNA-sequencing (RNA-seq) has a wide variety of applications, but no single
analysis pipeline can be used in all cases. We review all of the major steps in RNA-seq data …

[HTML][HTML] Systems vaccinology of the BNT162b2 mRNA vaccine in humans

PS Arunachalam, MKD Scott, T Hagan, C Li, Y Feng… - Nature, 2021 - nature.com
The emergency use authorization of two mRNA vaccines in less than a year from the
emergence of SARS-CoV-2 represents a landmark in vaccinology,. Yet, how mRNA …

Integrative transcriptomic analysis of the amyotrophic lateral sclerosis spinal cord implicates glial activation and suggests new risk genes

J Humphrey, S Venkatesh, R Hasan, JT Herb… - Nature …, 2023 - nature.com
Amyotrophic lateral sclerosis (ALS) is a progressively fatal neurodegenerative disease
affecting motor neurons in the brain and spinal cord. In this study, we investigated gene …

[HTML][HTML] Multi-omics analysis identifies therapeutic vulnerabilities in triple-negative breast cancer subtypes

BD Lehmann, A Colaprico, TC Silva, J Chen… - Nature …, 2021 - nature.com
Triple-negative breast cancer (TNBC) is a collection of biologically diverse cancers
characterized by distinct transcriptional patterns, biology, and immune composition. TNBCs …

[HTML][HTML] Generation of a broadly useful model for COVID-19 pathogenesis, vaccination, and treatment

J Sun, Z Zhuang, J Zheng, K Li, RLY Wong, D Liu… - Cell, 2020 - cell.com
Summary COVID-19, caused by SARS-CoV-2, is a virulent pneumonia, with> 4,000,000
confirmed cases worldwide and> 290,000 deaths as of May 15, 2020. It is critical that …

[HTML][HTML] 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 …

[HTML][HTML] Gene expression based inference of cancer drug sensitivity

S Chawla, A Rockstroh, M Lehman, E Ratther… - Nature …, 2022 - nature.com
Inter and intra-tumoral heterogeneity are major stumbling blocks in the treatment of cancer
and are responsible for imparting differential drug responses in cancer patients. Recently …

[HTML][HTML] New functionalities in the TCGAbiolinks package for the study and integration of cancer data from GDC and GTEx

M Mounir, M Lucchetta, TC Silva, C Olsen… - PLoS computational …, 2019 - journals.plos.org
The advent of Next-Generation Sequencing (NGS) technologies has opened new
perspectives in deciphering the genetic mechanisms underlying complex diseases …

[HTML][HTML] Aging is associated with a systemic length-associated transcriptome imbalance

T Stoeger, RA Grant, AC McQuattie-Pimentel… - Nature Aging, 2022 - nature.com
Aging is among the most important risk factors for morbidity and mortality. To contribute
toward a molecular understanding of aging, we analyzed age-resolved transcriptomic data …