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 …

Tutorial: guidelines for the computational analysis of single-cell RNA sequencing data

TS Andrews, VY Kiselev, D McCarthy, M Hemberg - Nature protocols, 2021 - nature.com
Single-cell RNA sequencing (scRNA-seq) is a popular and powerful technology that allows
you to profile the whole transcriptome of a large number of individual cells. However, the …

Temporal modelling using single-cell transcriptomics

J Ding, N Sharon, Z Bar-Joseph - Nature Reviews Genetics, 2022 - nature.com
Methods for profiling genes at the single-cell level have revolutionized our ability to study
several biological processes and systems including development, differentiation, response …

SoupX removes ambient RNA contamination from droplet-based single-cell RNA sequencing data

MD Young, S Behjati - Gigascience, 2020 - academic.oup.com
Background Droplet-based single-cell RNA sequence analyses assume that all acquired
RNAs are endogenous to cells. However, any cell-free RNAs contained within the input …

A single-cell atlas of the multicellular ecosystem of primary and metastatic hepatocellular carcinoma

Y Lu, A Yang, C Quan, Y Pan, H Zhang, Y Li… - Nature …, 2022 - nature.com
Hepatocellular carcinoma (HCC) represents a paradigm of the relation between tumor
microenvironment (TME) and tumor development. Here, we generate a single-cell atlas of …

A field guide for the compositional analysis of any-omics data

TP Quinn, I Erb, G Gloor, C Notredame… - …, 2019 - academic.oup.com
Background Next-generation sequencing (NGS) has made it possible to determine the
sequence and relative abundance of all nucleotides in a biological or environmental …

[HTML][HTML] Transcriptional heterogeneity in naive and primed human pluripotent stem cells at single-cell resolution

T Messmer, F von Meyenn, A Savino, F Santos… - Cell reports, 2019 - cell.com
Conventional human embryonic stem cells are considered to be primed pluripotent but can
be induced to enter a naive state. However, the transcriptional features associated with …

Experimental design for single-cell RNA sequencing

J Baran-Gale, T Chandra… - Briefings in functional …, 2018 - academic.oup.com
Single-cell RNA sequencing (scRNA-seq) has opened new avenues for the characterization
of heterogeneity in a large variety of cellular systems. As this is a relatively new technique …

Normalization methods on single-cell RNA-seq data: an empirical survey

N Lytal, D Ran, L An - Frontiers in genetics, 2020 - frontiersin.org
Data normalization is vital to single-cell sequencing, addressing limitations presented by low
input material and various forms of bias or noise present in the sequencing process. Several …

Single-nucleus RNA-seq2 reveals functional crosstalk between liver zonation and ploidy

ML Richter, IK Deligiannis, K Yin, A Danese… - Nature …, 2021 - nature.com
Single-cell RNA-seq reveals the role of pathogenic cell populations in development and
progression of chronic diseases. In order to expand our knowledge on cellular …