Extracellular miRNAs: from biomarkers to mediators of physiology and disease

MA Mori, RG Ludwig, R Garcia-Martin, BB Brandão… - Cell metabolism, 2019 - cell.com
miRNAs can be found in serum and other body fluids and serve as biomarkers for disease.
More importantly, secreted miRNAs, especially those in extracellular vesicles (EVs) such as …

Advanced applications of RNA sequencing and challenges

Y Han, S Gao, K Muegge, W Zhang… - … and biology insights, 2015 - journals.sagepub.com
Next-generation sequencing technologies have revolutionarily advanced sequence-based
research with the advantages of high-throughput, high-sensitivity, and high-speed. RNA-seq …

Single sample scoring of molecular phenotypes

M Foroutan, DD Bhuva, R Lyu, K Horan, J Cursons… - BMC …, 2018 - Springer
Background Gene set scoring provides a useful approach for quantifying concordance
between sample transcriptomes and selected molecular signatures. Most methods use …

Data quality aware analysis of differential expression in RNA-seq with NOISeq R/Bioc package

S Tarazona, P Furió-Tarí, D Turrà, AD Pietro… - Nucleic acids …, 2015 - academic.oup.com
As the use of RNA-seq has popularized, there is an increasing consciousness of the
importance of experimental design, bias removal, accurate quantification and control of false …

Comparison of RNA-Seq and microarray in transcriptome profiling of activated T cells

S Zhao, WP Fung-Leung, A Bittner, K Ngo, X Liu - PloS one, 2014 - journals.plos.org
To demonstrate the benefits of RNA-Seq over microarray in transcriptome profiling, both
RNA-Seq and microarray analyses were performed on RNA samples from a human T cell …

Sailfish enables alignment-free isoform quantification from RNA-seq reads using lightweight algorithms

R Patro, SM Mount, C Kingsford - Nature biotechnology, 2014 - nature.com
We introduce Sailfish, a computational method for quantifying the abundance of previously
annotated RNA isoforms from RNA-seq data. Because Sailfish entirely avoids mapping …

Transcript expression-aware annotation improves rare variant interpretation

BB Cummings, KJ Karczewski, JA Kosmicki, EG Seaby… - Nature, 2020 - nature.com
The acceleration of DNA sequencing in samples from patients and population studies has
resulted in extensive catalogues of human genetic variation, but the interpretation of rare …

GC-content normalization for RNA-Seq data

D Risso, K Schwartz, G Sherlock, S Dudoit - BMC bioinformatics, 2011 - Springer
Abstract Background Transcriptome sequencing (RNA-Seq) has become the assay of
choice for high-throughput studies of gene expression. However, as is the case with …

Transcriptomics in the RNA-seq era

PA McGettigan - Current opinion in chemical biology, 2013 - Elsevier
The transcriptomics field has developed rapidly with the advent of next-generation
sequencing technologies. RNA-seq has now displaced microarrays as the preferred method …

Reuse of public genome-wide gene expression data

J Rung, A Brazma - Nature Reviews Genetics, 2013 - nature.com
Our understanding of gene expression has changed dramatically over the past decade,
largely catalysed by technological developments. High-throughput experiments …