ArticleCell stem cell2023
Transcriptional space-time mapping identifies concerted immune and stromal cell patterns and gene programs in wound healing and cancer.
Article in Cell stem cell, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
38 citing papers in PubMed, 42 citations in OpenAlex.
- Tet2 deficiency drives age-related heterogeneous progression of myeloid neoplasms through epigenetic-immune microenvironment imbalance.Journal of translational medicine · 2026Article
- A novel monocyte-derived antigen presenting cell-T regulatory cell axis contributes to skin wound healing and is impaired in diabetic mice.Journal of immunology (Baltimore, Md. : 1950) · 2026Article
- Exploring mechanisms of scar-free skin wound healing in adult zebrafish in comparison to mouse.PLoS genetics · 2026Article
- Differential assembly of mouse and human tumor microenvironments.Nature immunology · 2026Article
- Local gene editing of fibroblasts in tumors reveals a new cancer-associated fibroblast state.The Journal of experimental medicine · 2026Article
- Beyond re-epithelialization: prolonged remodeling re-establishes epithelial homeostasis in oral mucosa.Cell death & disease · 2026Article
- Transcriptional regulators predicted to drive macrophage dysregulation during impaired wound healing in diabetic mice.bioRxiv : the preprint server for biology · 2026Article
- Comparative single cell analysis of wound and cancer identifies the metabolic dialogues between tumor initiating stem cells and macrophages.bioRxiv : the preprint server for biology · 2026Article
- Reciprocal regulation of fibroblast-macrophage equilibrium governs skin integrity.Nature immunology · 2026Article
- Ultra-precision deconvolution of spatial transcriptomics decodes immune heterogeneity and fate-defining programs in tissues.Nature communications · 2026Article
- Patches: A Representation Learning Framework for Decoding Shared and Condition-Specific Transcriptional Programs in Wound Healing.bioRxiv : the preprint server for biology · 2026Article
- 4D multimodal wound healing atlas reveals organ-level controls of repair phase transitions.bioRxiv : the preprint server for biology · 2026Article
- Spatiotemporal dynamics of mammalian wound healing.Cell discovery · 2026Review
- Review
- Spatiotemporal regulation of acute wound healing by the NLRP3 inflammasome: dual roles in macrophage-fibroblast chemotaxis and phenotype during wound repair.Burns & trauma · 2026Article
- Single-cell mapping of diabetic foot ulcers: mechanistic axes and therapeutic targets.Frontiers in medicine · 2026Review
- A biomimetic senotherapy replenishing MAT2A promotes wound regeneration in preclinical models.Nature communications · 2025Article
- A multiomics analysis identifies retinol metabolism in fibroblasts as a key pathway in wound healing.JCI insight · 2025Article
- Article
- Discovery of a Linked Constellation of Gene Expression Revealed by Local Editing of Fibroblasts in Tumors.bioRxiv : the preprint server for biology · 2025Article
Corrections and comments
- Commented on by
Authors and funding
9 authors at 1 institution in 1 country.
Funding
Abstract
Tissue repair responses in metazoans are highly coordinated by different cell types over space and time. However, comprehensive single-cell-based characterization covering this coordination is lacking. Here, we captured transcriptional states of single cells over space and time during skin wound closure, revealing choreographed gene-expression profiles. We identified shared space-time patterns of cellular and gene program enrichment, which we call multicellular "movements" spanning multiple cell types. We validated some of the discovered space-time movements using large-volume imaging of cleared wounds and demonstrated the value of this analysis to predict "sender" and "receiver" gene programs in macrophages and fibroblasts. Finally, we tested the hypothesis that tumors are like "wounds that never heal" and found conserved wound healing movements in mouse melanoma and colorectal tumor models, as well as human tumor samples, revealing fundamental multicellular units of tissue biology for integrative studies.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.