[HTML][HTML] Single-cell RNA-seq technologies and related computational data analysis

G Chen, B Ning, T Shi - Frontiers in genetics, 2019 - frontiersin.org
Single-cell RNA sequencing (scRNA-seq) technologies allow the dissection of gene
expression at single-cell resolution, which greatly revolutionizes transcriptomic studies. A …

Orchestrating single-cell analysis with Bioconductor

RA Amezquita, ATL Lun, E Becht, VJ Carey… - Nature …, 2020 - nature.com
Recent technological advancements have enabled the profiling of a large number of
genome-wide features in individual cells. However, single-cell data present unique …

[HTML][HTML] scBERT as a large-scale pretrained deep language model for cell type annotation of single-cell RNA-seq data

F Yang, W Wang, F Wang, Y Fang, D Tang… - Nature Machine …, 2022 - nature.com
Annotating cell types on the basis of single-cell RNA-seq data is a prerequisite for research
on disease progress and tumour microenvironments. Here we show that existing annotation …

[HTML][HTML] Impaired local intrinsic immunity to SARS-CoV-2 infection in severe COVID-19

CGK Ziegler, VN Miao, AH Owings, AW Navia, Y Tang… - Cell, 2021 - cell.com
SARS-CoV-2 infection can cause severe respiratory COVID-19. However, many individuals
present with isolated upper respiratory symptoms, suggesting potential to constrain viral …

The immune cell landscape in kidneys of patients with lupus nephritis

A Arazi, DA Rao, CC Berthier, A Davidson, Y Liu… - Nature …, 2019 - nature.com
Lupus nephritis is a potentially fatal autoimmune disease for which the current treatment is
ineffective and often toxic. To develop mechanistic hypotheses of disease, we analyzed …

[HTML][HTML] DoubletFinder: doublet detection in single-cell RNA sequencing data using artificial nearest neighbors

CS McGinnis, LM Murrow, ZJ Gartner - Cell systems, 2019 - cell.com
Single-cell RNA sequencing (scRNA-seq) data are commonly affected by technical artifacts
known as" doublets," which limit cell throughput and lead to spurious biological conclusions …

[HTML][HTML] Confronting false discoveries in single-cell differential expression

JW Squair, M Gautier, C Kathe, MA Anderson… - Nature …, 2021 - nature.com
Differential expression analysis in single-cell transcriptomics enables the dissection of cell-
type-specific responses to perturbations such as disease, trauma, or experimental …

[HTML][HTML] Quiescent cancer cells resist T cell attack by forming an immunosuppressive niche

P Baldominos, A Barbera-Mourelle, O Barreiro… - Cell, 2022 - cell.com
Immunotherapy is a promising treatment for triple-negative breast cancer (TNBC), but
patients relapse, highlighting the need to understand the mechanisms of resistance. We …

[HTML][HTML] Single-cell expression profiling reveals dynamic flux of cardiac stromal, vascular and immune cells in health and injury

N Farbehi, R Patrick, A Dorison, M Xaymardan… - Elife, 2019 - elifesciences.org
Besides cardiomyocytes (CM), the heart contains numerous interstitial cell types which play
key roles in heart repair, regeneration and disease, including fibroblast, vascular and …

[HTML][HTML] A single-cell transcriptome atlas of the aging Drosophila brain

K Davie, J Janssens, D Koldere, M De Waegeneer… - Cell, 2018 - cell.com
The diversity of cell types and regulatory states in the brain, and how these change during
aging, remains largely unknown. We present a single-cell transcriptome atlas of the entire …