Multi-scale spatial mapping of cell populations across anatomical sites in healthy human skin and basal cell carcinoma
Clarisse Ganier, Pavel Mazin, Gabriel Herrera-Oropeza, Xinyi Du-Harpur, Matthew Blakeley, Jeyrroy Gabriel, Alexander Predeus, Batuhan Cakir, Martin Prete, Nasrat Harun, Jean-Francois Darrigrand, Alexander Haiser, Saranya Wyles, Tanya Shaw, Sarah A. Teichmann, Muzlifah Haniffa, Fiona M. Watt, Magnus D. Lynch
Abstract
Our understanding of how human skin cells differ according to anatomical site and tumour formation is limited. To address this we have created a multi-scale spatial atlas of healthy skin and basal cell carcinoma (BCC), incorporating in vivo optical coherence tomography, single cell RNA sequencing, spatial global transcriptional profiling and in situ sequencing. Computational spatial deconvolution and projection revealed the localisation of distinct cell populations to specific tissue contexts. Although cell populations were conserved between healthy anatomical sites and in BCC, mesenchymal cell populations including fibroblasts and pericytes retained signatures of developmental origin. Spatial profiling and in silico lineage tracing support a hair follicle origin for BCC and demonstrate that cancer-associated fibroblasts are an expansion of a POSTN+ subpopulation associated with hair follicles in healthy skin. RGS5+ pericytes are also expanded in BCC suggesting a role in vascular remodelling. We propose that the identity of mesenchymal cell populations is regulated by signals emanating from adjacent structures and that these signals are repurposed to promote the expansion of skin cancer stroma. The resource we have created is publicly available in an interactive format for the research community.
Datasets
1. BCC and Normal - scRNA-seq data
Metadata
group
integrated_snn_res.0.65
seurat_clusters
celltypes
subcelltypes
assay_ontology_term_id
cell_type_ontology_term_id
development_stage_ontology_term_id
donor_id
disease_ontology_term_id
organism_ontology_term_id
self_reported_ethnicity_ontology_term_id
sex_ontology_term_id
suspension_type
tissue_type
tissue_ontology_term_id
cell_type
assay
disease
organism
sex
tissue
self_reported_ethnicity
development_stage
Suprabasal keratinocytes3986 cells Basal keratinocytes3399 cells Neuronal_Schwann Cells512 cells Skeletal muscle cells32 cells APOD+ fibroblasts10363 cells SFRP2+ fibroblasts7444 cells TAGLN+ pericytes6537 cells RGS5+ pericytes5853 cells POSTN+ fibroblasts4822 cells Suprabasal keratinocytes3986 cells Basal keratinocytes3399 cells PTGDS+ fibroblasts1115 cells Neuronal_SchwannC512 cells Skeletal muscle cells32 cells HsapDv:000021121467 cells HsapDv:000008720562 cells HsapDv:000013316303 cells HsapDv:000021616111 cells HsapDv:000016715979 cells pooled_body_solebordo14033 cells pooled_body_tabib6529 cells NCBITaxon:9606152189 cells UBERON:000880342708 cells UBERON:001647542323 cells UBERON:000145921633 cells UBERON:848002815307 cells UBERON:000141614033 cells natural killer cell13101 cells regulatory T cell11015 cells CD8-positive, alpha-beta memory T cell, CD45RO-positive10986 cells conventional dendritic cell8439 cells endothelial cell of vascular tree5335 cells cytotoxic T cell4299 cells innate lymphoid cell4124 cells suprabasal keratinocyte3986 cells basal cell of epidermis3399 cells melanocyte of skin2494 cells plasmacytoid dendritic cell1545 cells endothelial cell of lymphatic vessel1146 cells smooth muscle cell166 cells cell of skeletal muscle32 cells basal cell carcinoma55897 cells skin of forehead42323 cells skin of external ear21633 cells skin of temple15307 cells skin of abdomen14033 cells 85-year-old human stage21467 cells human adult stage20562 cells 39-year-old human stage16303 cells 90-year-old human stage16111 cells 73-year-old human stage15979 cells 80-year-old human stage8039 cells 59-year-old human stage7935 cells 70-year-old human stage7518 cells 69-year-old human stage6694 cells 56-year-old human stage6618 cells 77-year-old human stage6278 cells 51-year-old human stage6028 cells 81-year-old human stage4010 cells 86-year-old human stage3088 cells 91-year-old human stage3038 cells 78-year-old human stage1344 cells 62-year-old human stage1177 cells Analyze this study
Source data
https://cellxgene.cziscience.com/collections/34f12de7-c5e5-4813-a136-832677f98ac8
Alias names
E-MTAB-13085, PMID38165934, PMC10786309
Cite this study
Ganier, C., Mazin, P., Herrera-Oropeza, G., Du-Harpur, X., Blakeley, M., Gabriel, J., Predeus, A.V., Cakir, B., Prete, M., Harun, N. and Darrigrand, J.F., 2024. Multiscale spatial mapping of cell populations across anatomical sites in healthy human skin and basal cell carcinoma. Proceedings of the National Academy of Sciences, 121(2), p.e2313326120. https://doi.org/10.1073%2Fpnas.2313326120