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] Data analysis guidelines for single-cell RNA-seq in biomedical studies and clinical applications

M Su, T Pan, QZ Chen, WW Zhou, Y Gong, G Xu… - Military Medical …, 2022 - Springer
The application of single-cell RNA sequencing (scRNA-seq) in biomedical research has
advanced our understanding of the pathogenesis of disease and provided valuable insights …

[HTML][HTML] Benchmarking UMI-based single-cell RNA-seq preprocessing workflows

Y You, L Tian, S Su, X Dong, JS Jabbari, PF Hickey… - Genome Biology, 2021 - Springer
Background Single-cell RNA-sequencing (scRNA-seq) technologies and associated
analysis methods have rapidly developed in recent years. This includes preprocessing …

Accurate feature selection improves single-cell RNA-seq cell clustering

K Su, T Yu, H Wu - Briefings in bioinformatics, 2021 - academic.oup.com
Cell clustering is one of the most important and commonly performed tasks in single-cell
RNA sequencing (scRNA-seq) data analysis. An important step in cell clustering is to select …

Age-associated clonal B cells drive B cell lymphoma in mice

JP Castro, AV Shindyapina, A Barbieri, K Ying… - Nature Aging, 2024 - nature.com
Although cancer is an age-related disease, how the processes of aging contribute to cancer
progression is not well understood. In this study, we uncovered how mouse B cell lymphoma …

Progress and applications of single-cell sequencing techniques

A Yasen, A Aini, H Wang, W Li, C Zhang, B Ran… - Infection, Genetics and …, 2020 - Elsevier
Single-cell sequencing (SCS) is a next-generation sequencing method that is mainly used to
analyze differences in genetic and protein information between cells, to obtain genetic …

Sex differences in behavioral and brainstem transcriptomic neuroadaptations following neonatal opioid exposure in outbred mice

KN Borrelli, EJ Yao, WW Yen, RA Phadke, QT Ruan… - ENeuro, 2021 - eneuro.org
The opioid epidemic led to an increase in the number of neonatal opioid withdrawal
syndrome (NOWS) cases in infants born to opioid-dependent mothers. Hallmark features of …

GABA regulates the proliferation and apoptosis of head and neck squamous cell carcinoma cells by promoting the expression of CCND2 and BCL2L1

K Luo, X Zhao, Y Shan, X Wang, Y Xu, M Chen… - Life Sciences, 2023 - Elsevier
Gamma-aminobutyric acid (GABA) is a multifunctional molecule that is widely present in the
nervous system and nonneuronal tissues. It plays pivotal roles in neurotransmission …

HumanIslets: An integrated platform for human islet data access and analysis

J Ewald, Y Lu, CE Ellis, J Worton, J Kolic, S Sasaki… - bioRxiv, 2024 - biorxiv.org
Comprehensive molecular and cellular phenotyping of human islets can enable deep
mechanistic insights for diabetes research. We established the Human Islet Data Analysis …

Single-cell RNA-seq reveals invasive trajectory and determines cancer stem cell-related prognostic genes in pancreatic cancer

X Ren, C Zhou, Y Lu, F Ma, Y Fan, C Wang - Bioengineered, 2021 - Taylor & Francis
Pancreatic duct adenocarcinoma (PDAC) is an aggressive and lethal malignancy.
Pancreatic cancer stem cells (PCSCs) are assumed to contribute to the initiation and …