Development of an Integrated Single-Cell and Spatial Transcriptomics Atlas of Healthy Human Skin Focusing on the Pilosebaceous Unit
Duz, T.; Torocsik, D.; Momnougui, S. M. E.; Oubounyt, M.; Al, B.; Gallinat, S.; Baumbach, J.; Holzscheck, N.
Show abstract
Single-cell and spatial transcriptomics have transformed our ability to chart human tissue organization at unprecedented resolution. These technologies enable the construction of high-quality reference atlases, essential for mapping healthy tissue architecture and identifying robust gene markers. We developed the healthy Human Skin Cell Atlas (HSCA), systematically integrating 34 public datasets and totaling 821,464 cells, with curated metadata and harmonized cell type nomenclature to ensure consistency. We place particular emphasis on the pilosebaceous unit, a key epithelial structure critical for both homeostasis and pathology. While prior studies captured the interfollicular epidermis and immune landscape in detail, deeper hair follicle regions remained under-characterized. By leveraging high-resolution spatial transcriptomics (Visium HD), we spatially resolved and transcriptionally defined the lower hair follicle compartments and pinpointed signalling hubs. Furthermore, the HSCA enables the detection of cell types not visible in standalone datasets, such as Merkel cells. Our results illustrate the value of the integrated single-cell atlas and spatial data in refining tissue organization and highlight the PSU as a complex and diverse epithelial niche.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Projecting single-cell transcriptomics data onto a reference T cell atlas to interpret immune responses 96%
- Disease-Linked Regulatory DNA Variants and Homeostatic Transcription Factors in Epidermis 96%
- Multiomic single-cell sequencing defines tissue-specific responses in Stevens-Johnson Syndrome and Toxic epidermal necrolysis. 96%
Similar papers in this journal
- Cell type-specific gene expression dynamics during human brain maturation 95%
- Image-based spatial transcriptomics identifies molecular niche dysregulation associated with distal lung remodeling in pulmonary fibrosis 95%
- Single-cell DNA methylome and 3D genome atlas of the human subcutaneous adipose tissue 95%
Similar papers in this journal
- Hierarchical prediction and perturbation of chromatin organization reveal how loop domains mediate higher-order architectures 94%
- Predicting MammaPrint Recurrence Risk from Breast Cancer Pathological Images Using a Weakly Supervised Transformer 93%
- Cancer-like fragmentomic characteristics of somatic variants in cell-free DNA 92%
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.