HCA Data Explorer

Human melanocyte development and melanoma dedifferentiation at single-cell resolution

Access Granted
Updated May 11, 2023

In humans, epidermal melanocytes are responsible for skin pigmentation, defence against ultraviolet radiation and the deadliest common skin cancer, melanoma. Although there is substantial overlap in melanocyte development pathways between different model organisms, species-dependent differences are frequent and the conservation of these processes in human skin remains unresolved. Here, we used a single-cell enrichment and RNA-sequencing pipeline to study human epidermal melanocytes directly from the skin, capturing transcriptomes across different anatomical sites, developmental age, sexes and multiple skin tones. We uncovered subpopulations of melanocytes that exhibit anatomical site-specific enrichment that occurs during gestation and persists through adulthood. The transcriptional signature of the volar-enriched subpopulation is retained in acral melanomas. Furthermore, we identified human melanocyte differentiation transcriptional programs that are distinct from gene signatures generated from model systems. Finally, we used these programs to define patterns of dedifferentiation that are predictive of melanoma prognosis and response to immune checkpoint inhibitor therapy.

Spyros DarmanisChan Zuckerberg Biohub, San Francisco, CA, USAdarmanis@gene.com
Robert L Judson-TorresHuntsman Cancer Institute, University of Utah, Salt Lake City, UT, USAjudsontorreslab@gmail.com
Rachel L Belote1
Daniel Le2
Ashley Maynard2
Ursula E Lang3
Adriane Sinclair4
Brian K Lohman5
Vicente Planells-Palop6
Laurence Baskin4
Aaron D Tward6
Spyros Darmanis7
Robert L Judson-Torres8
1Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA.
2Chan Zuckerberg Biohub, San Francisco, CA, USA.
3Department of Dermatology, University of California, San Francisco, CA, USA.
4Department of Urology and Division of Pediatric Urology, University of California, San Francisco, CA, USA.
5Bioinformatics Shared Resource, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA.
6Department of Otolaryngology-Head and Neck Surgery, University of California, San Francisco, CA, USA.
7Chan Zuckerberg Biohub, San Francisco, CA, USA
8Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
Ami Day
Ida Zucchi

To reference this project, please use the following link:

https://explore.data.humancellatlas.org/projects/a4f154f8-5cc9-40b5-b8d7-af90afce8a8f

Supplementary links are provided by contributors and represent items such as additional data which can’t be hosted here; code that was used to analyze this data; or tools and visualizations associated with this specific dataset.

1.https://github.com/danledinh/human_melanocytes
INSDC Project Accessions:GEO Series Accessions:INSDC Study Accessions:

Atlas

None

Analysis Portals

None

Project Label

HumanMelanocyteDevelopment

Species

Homo sapiens

Sample Type

specimens

Anatomical Entity

skin of body

Organ Part

10 organ parts

Selected Cell Types

2 cell types

Disease Status (Specimen)

normal

Disease Status (Donor)

normal

Development Stage

7 development stages

Library Construction Method

Smart-seq2

Nucleic Acid Source

single cell

Paired End

true

Analysis Protocol

analysis_protocol_raw

File Format

3 file formats

Cell Count Estimate

9.7k

Donor Count

22
csv.gz2 file(s)fastq.gz94 file(s)xlsx1 file(s)