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Series GSE207336 Query DataSets for GSE207336
Status Public on Aug 30, 2022
Title Differentiation-related epigenomic changes define clinically distinct keratinocyte cancer subclasses [scRNA-seq]
Organism Homo sapiens
Experiment type Expression profiling by high throughput sequencing
Summary Keratinocyte cancers (KC) are the most prevalent malignancies in fair-skinned populations, posing a significant medical and economic burden to health systems. KC originate in the epidermis and mainly comprise basal cell carcinoma (BCC) and cutaneous squamous cell carcinoma (cSCC). Here, we combined single-cell transcriptomics, methylomics and multi-omics to investigate the epigenomic dynamics during epidermal differentiation. We identified ~4,000 differentially accessible regions between undifferentiated and differentiated keratinocytes, corresponding to regulatory regions associated with key transcription factors. DNA methylation at these regions defined AK/cSCC subtypes with epidermal stem cell- or keratinocyte-like features. Using cell type deconvolution tools and integration of bulk and single-cell methylomes, we demonstrate that these subclasses are consistent with distinct cells-of-origin. Further characterization of the subclasses with an epigenetic mitotic-like clock, and the study of other unstratified KC entities uncovered distinct phenotypic and clinical features for the subclasses, linking invasive and metastatic KC cases with undifferentiated cells-of-origin. Our study provides a thorough characterization of the epigenomic dynamics underlying human keratinocyte differentiation and uncovers novel links between KC cells-of-origin and their prognosis
 
Overall design One healthy sun-protected epidermis from the inguinoiliac region from a 30y/o male donor was analysed using the Chromium Single Cell 3’ Reagent Kit, v2 chemistry (10X Genomics).
 
Contributor(s) Lyko F, Rodríguez-Paredes M
Citation(s) 36121124
Submission date Jul 01, 2022
Last update date Nov 16, 2022
Contact name Llorenç Solé Boldo
E-mail(s) l.sole@DKFZ-heidelberg.de
Organization name DKFZ
Street address Im Neuenheimer Feld, 580
City Heidelberg
ZIP/Postal code 69126
Country Germany
 
Platforms (1)
GPL20301 Illumina HiSeq 4000 (Homo sapiens)
Samples (1)
GSM6284673 Epidermis_scRNAseq_1
This SubSeries is part of SuperSeries:
GSE207337 Differentiation-related epigenomic changes define clinically distinct keratinocyte cancer subclasses
Relations
BioProject PRJNA854898

Download family Format
SOFT formatted family file(s) SOFTHelp
MINiML formatted family file(s) MINiMLHelp
Series Matrix File(s) TXTHelp

Supplementary file Size Download File type/resource
GSE207336_RAW.tar 959.2 Mb (http)(custom) TAR (of RDS)
SRA Run SelectorHelp
Raw data are available in SRA
Processed data provided as supplementary file

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