[HTML][HTML] Unravelling glioblastoma heterogeneity by means of single-cell RNA sequencing

AH Martínez, R Madurga, N García-Romero… - Cancer letters, 2022 - Elsevier
Glioblastoma (GBM) is the most invasive and deadliest brain cancer in adults. Its inherent
heterogeneity has been designated as the main cause of treatment failure. Thus, a deeper …

CRISPR screening in hematology research: from bulk to single-cell level

S Meyers, S Demeyer, J Cools - Journal of hematology & oncology, 2023 - Springer
The CRISPR genome editing technology has revolutionized the way gene function is
studied. Genome editing can be achieved in single genes or for thousands of genes …

Feature selection and dimension reduction for single-cell RNA-Seq based on a multinomial model

FW Townes, SC Hicks, MJ Aryee, RA Irizarry - Genome biology, 2019 - Springer
Abstract Single-cell RNA-Seq (scRNA-Seq) profiles gene expression of individual cells.
Recent scRNA-Seq datasets have incorporated unique molecular identifiers (UMIs). Using …

A comparison of automatic cell identification methods for single-cell RNA sequencing data

T Abdelaal, L Michielsen, D Cats, D Hoogduin, H Mei… - Genome biology, 2019 - Springer
Background Single-cell transcriptomics is rapidly advancing our understanding of the
cellular composition of complex tissues and organisms. A major limitation in most analysis …

A systematic evaluation of single-cell RNA-sequencing imputation methods

W Hou, Z Ji, H Ji, SC Hicks - Genome biology, 2020 - Springer
Background The rapid development of single-cell RNA-sequencing (scRNA-seq)
technologies has led to the emergence of many methods for removing systematic technical …

Comprehensive characterization of single-cell full-length isoforms in human and mouse with long-read sequencing

L Tian, JS Jabbari, R Thijssen, Q Gouil… - Genome biology, 2021 - Springer
A modified Chromium 10x droplet-based protocol that subsamples cells for both short-read
and long-read (nanopore) sequencing together with a new computational pipeline …

Single-cell transcriptome analysis of lineage diversity in high-grade glioma

J Yuan, HM Levitin, V Frattini, EC Bush, DM Boyett… - Genome medicine, 2018 - Springer
Background Despite extensive molecular characterization, we lack a comprehensive
understanding of lineage identity, differentiation, and proliferation in high-grade gliomas …

Colon stroma mediates an inflammation-driven fibroblastic response controlling matrix remodeling and healing

GJ Jasso, A Jaiswal, M Varma, T Laszewski… - PLoS …, 2022 - journals.plos.org
Chronic inflammation is often associated with the development of tissue fibrosis, but how
mesenchymal cell responses dictate pathological fibrosis versus resolution and healing …

Observation weights unlock bulk RNA-seq tools for zero inflation and single-cell applications

K Van den Berge, F Perraudeau, C Soneson, MI Love… - Genome biology, 2018 - Springer
Dropout events in single-cell RNA sequencing (scRNA-seq) cause many transcripts to go
undetected and induce an excess of zero read counts, leading to power issues in differential …

A comparison of anatomic and cellular transcriptome structures across 40 human brain diseases

Y Zeighami, TE Bakken, T Nickl-Jockschat… - PLoS …, 2023 - journals.plos.org
Genes associated with risk for brain disease exhibit characteristic expression patterns that
reflect both anatomical and cell type relationships. Brain-wide transcriptomic patterns of …