[HTML][HTML] Understanding tumor ecosystems by single-cell sequencing: promises and limitations

X Ren, B Kang, Z Zhang - Genome biology, 2018 - Springer
Cellular heterogeneity within and across tumors has been a major obstacle in
understanding and treating cancer, and the complex heterogeneity is masked if bulk tumor …

scds: computational annotation of doublets in single-cell RNA sequencing data

AS Bais, D Kostka - Bioinformatics, 2020 - academic.oup.com
Motivation Single-cell RNA sequencing (scRNA-seq) technologies enable the study of
transcriptional heterogeneity at the resolution of individual cells and have an increasing …

Connecting past and present: single-cell lineage tracing

C Chen, Y Liao, G Peng - Protein & Cell, 2022 - academic.oup.com
Central to the core principle of cell theory, depicting cells' history, state and fate is a
fundamental goal in modern biology. By leveraging clonal analysis and single-cell RNA-seq …

[HTML][HTML] Single cell transcriptomics identifies focal segmental glomerulosclerosis remission endothelial biomarker

R Menon, EA Otto, P Hoover, S Eddy, L Mariani… - JCI insight, 2020 - ncbi.nlm.nih.gov
To define cellular mechanisms underlying kidney function and failure, the KPMP analyzes
biopsy tissue in a multicenter research network to build cell-level process maps of the …

[HTML][HTML] Integration of scRNA-Seq and bulk RNA-Seq to analyse the heterogeneity of ovarian cancer immune cells and establish a molecular risk model

L Liang, J Yu, J Li, N Li, J Liu, L Xiu, J Zeng… - Frontiers in …, 2021 - frontiersin.org
Background Considerable evidence suggests that the heterogeneity of ovarian cancer (OC)
is a major cause of treatment failure. Single-cell RNA sequencing (scRNA-seq) is a powerful …

Tools for the analysis of high-dimensional single-cell RNA sequencing data

Y Wu, K Zhang - Nature Reviews Nephrology, 2020 - nature.com
Breakthroughs in the development of high-throughput technologies for profiling
transcriptomes at the single-cell level have helped biologists to understand the …

[HTML][HTML] Macrophage heterogeneity in kidney injury and fibrosis

Y Wen, HR Yan, B Wang, BC Liu - Frontiers in immunology, 2021 - frontiersin.org
Kidney macrophages are central in kidney disease pathogenesis and have therapeutic
potential in preventing tissue injury and fibrosis. Recent studies highlighted that kidney …

[HTML][HTML] Principles and innovative technologies for decrypting noncoding RNAs: from discovery and functional prediction to clinical application

YM Sun, YQ Chen - Journal of hematology & oncology, 2020 - Springer
Noncoding RNAs (ncRNAs) are a large segment of the transcriptome that do not have
apparent protein-coding roles, but they have been verified to play important roles in diverse …

[HTML][HTML] scDesign2: a transparent simulator that generates high-fidelity single-cell gene expression count data with gene correlations captured

T Sun, D Song, WV Li, JJ Li - Genome biology, 2021 - Springer
A pressing challenge in single-cell transcriptomics is to benchmark experimental protocols
and computational methods. A solution is to use computational simulators, but existing …

Dynamic single-cell phenotyping of immune cells using the microfluidic platform DropMap

Y Bounab, K Eyer, S Dixneuf, M Rybczynska… - Nature protocols, 2020 - nature.com
Abstract Characterization of immune responses is currently hampered by the lack of systems
enabling quantitative and dynamic phenotypic characterization of individual cells and, in …