Transformers in single-cell omics: a review and new perspectives
Recent efforts to construct reference maps of cellular phenotypes have expanded the
volume and diversity of single-cell omics data, providing an unprecedented resource for …
volume and diversity of single-cell omics data, providing an unprecedented resource for …
Fibroblast and myofibroblast activation in normal tissue repair and fibrosis
The term 'fibroblast'often serves as a catch-all for a diverse array of mesenchymal cells,
including perivascular cells, stromal progenitor cells and bona fide fibroblasts. Although …
including perivascular cells, stromal progenitor cells and bona fide fibroblasts. Although …
CZ CELLxGENE Discover: A single-cell data platform for scalable exploration, analysis and modeling of aggregated data
CZI Cell Science Program, S Abdulla… - Nucleic Acids …, 2024 - academic.oup.com
Hundreds of millions of single cells have been analyzed using high-throughput
transcriptomic methods. The cumulative knowledge within these datasets provides an …
transcriptomic methods. The cumulative knowledge within these datasets provides an …
Mapping spatially resolved transcriptomes in human and mouse pulmonary fibrosis
Idiopathic pulmonary fibrosis (IPF) is a progressive lung disease with poor prognosis and
limited treatment options. Efforts to identify effective treatments are thwarted by limited …
limited treatment options. Efforts to identify effective treatments are thwarted by limited …
Precise identification of cell states altered in disease using healthy single-cell references
Joint analysis of single-cell genomics data from diseased tissues and a healthy reference
can reveal altered cell states. We investigate whether integrated collections of data from …
can reveal altered cell states. We investigate whether integrated collections of data from …
[HTML][HTML] Transgenic ferret models define pulmonary ionocyte diversity and function
F Yuan, GN Gasser, E Lemire, DT Montoro… - Nature, 2023 - nature.com
Speciation leads to adaptive changes in organ cellular physiology and creates challenges
for studying rare cell-type functions that diverge between humans and mice. Rare cystic …
for studying rare cell-type functions that diverge between humans and mice. Rare cystic …
Population-level integration of single-cell datasets enables multi-scale analysis across samples
The increasing generation of population-level single-cell atlases has the potential to link
sample metadata with cellular data. Constructing such references requires integration of …
sample metadata with cellular data. Constructing such references requires integration of …
Hematopoietic aging promotes cancer by fueling IL-1⍺–driven emergency myelopoiesis
Age is a major risk factor for cancer, but how aging impacts tumor control remains unclear. In
this study, we establish that aging of the immune system, regardless of the age of the stroma …
this study, we establish that aging of the immune system, regardless of the age of the stroma …
Diversity of group 1 innate lymphoid cells in human tissues
Group 1 innate lymphoid cells (ILC1s) are cytotoxic and interferon gamma-producing
lymphocytes lacking antigen-specific receptors, which include ILC1s and natural killer (NK) …
lymphocytes lacking antigen-specific receptors, which include ILC1s and natural killer (NK) …
Guided construction of single cell reference for human and mouse lung
Accurate cell type identification is a key and rate-limiting step in single-cell data analysis.
Single-cell references with comprehensive cell types, reproducible and functionally …
Single-cell references with comprehensive cell types, reproducible and functionally …