Single-cell transcriptome analysis of human skin identifies novel fibroblast subpopulation and enrichment of immune subsets in atopic dermatitis
Download from source ↗Dataset overview
Single-cell transcriptome analysis of human skin identifies novel fibroblast subpopulation and enrichment of immune subsets in atopic dermatitis.
Abstract
<h4>Background</h4>Atopic dermatitis (AD) is a prevalent inflammatory skin disease with a complex pathogenesis involving immune cell and epidermal abnormalities. Despite whole tissue biopsy studies that have advanced the mechanistic understanding of AD, single cell-based molecular alterations are largely unknown.<h4>Objective</h4>Our aims were to construct a detailed, high-resolution atlas of cell populations and assess variability in cell composition and cell-specific gene expression in the skin of patients with AD versus in controls.<h4>Methods</h4>We performed single-cell RNA sequencing on skin biopsy specimens from 5 patients with AD (4 lesional samples and 5 nonlesional samples) and 7 healthy control subjects, using 10× Genomics.<h4>Results</h4>We created transcriptomic profiles for 39,042 AD (lesional and nonlesional) and healthy skin cells. Fibroblasts demonstrated a novel COL6A5<sup>+</sup>COL18A1<sup>+</sup> subpopulation that was unique to lesional AD and expressed CCL2 and CCL19 cytokines. A corresponding LAMP3<sup>+</sup> dendritic cell (DC) population that expressed the CCL19 receptor CCR7 was also unique to AD lesions, illustrating a potential role for fibroblast signaling to immune cells. The lesional AD samples were characterized by expansion of inflammatory DCs (CD1A<sup>+</sup>FCER1A<sup>+</sup>) and tissue-resident memory T cells (CD69<sup>+</sup>CD103<sup>+</sup>). The frequencies of type 2 (IL13<sup>+</sup>)/type 22 (IL22<sup>+</sup>) T cells were higher than those of type 1 (IFNG<sup>+</sup>) in lesional AD, whereas this ratio was slightly diminished in nonlesional AD and further diminished in controls.<h4>Conclusion</h4>AD lesions were characterized by expanded type 2/type 22 T cells and inflammatory DCs, and by a unique inflammatory fibroblast that may interact with immune cells to regulate lymphoid cell organization and type 2 inflammation.
Study facts
- Organism
- Homo sapiens
- Platform
- 10x Genomics Chromium; Illumina HiSeq 2500
- Age group
- —
- Disease groups
- —
- Anatomical sites
- skin
Data availability
- Processed matrix
File types
TXT
Files and samples
- filelist.txt ↗
- GSE147424_RAW.tar ↗
- GSM4430459_MS.sample1.clean.data.txt.gz ↗
- GSM4430460_MS.sample2.clean.data.txt.gz ↗
- GSM4430461_MS.sample3.clean.data.txt.gz ↗
- GSM4430462_MS.sample4.clean.data.txt.gz ↗
- GSM4430463_MS.sample5.clean.data.txt.gz ↗
- GSM4430464_MS.sample6.clean.data.txt.gz ↗
- GSM4430465_MS.sample7.clean.data.txt.gz ↗
- GSM4430466_MS.sample8.clean.data.txt.gz ↗
- GSM4430467_MS.sample9.clean.data.txt.gz ↗
- GSM4430468_MS.sample10.clean.data.txt.gz ↗
- GSM4430469_MS.sample11.clean.data.txt.gz ↗
- GSM4430470_MS.sample12.clean.data.txt.gz ↗
- GSM4430471_MS.sample13.clean.data.txt.gz ↗
- GSM4430472_MS.sample14.clean.data.txt.gz ↗
- GSM4430473_MS.sample15.clean.data.txt.gz ↗
- GSM4430474_MS.sample16.clean.data.txt.gz ↗
- GSM4430475_MS.sample17.clean.data.txt.gz ↗
- index.html ↗
- Skin cells17
| Accession | Sample | Tissue | Molecule |
|---|---|---|---|
GSM4430459 |
S1_LS | Skin cells | total RNA |
GSM4430460 |
S2_LS | Skin cells | total RNA |
GSM4430461 |
S3_NL | Skin cells | total RNA |
GSM4430462 |
S4_H | Skin cells | total RNA |
GSM4430463 |
S5_LS | Skin cells | total RNA |
GSM4430464 |
S6_H | Skin cells | total RNA |
GSM4430465 |
S7_LS | Skin cells | total RNA |
GSM4430466 |
S8_H | Skin cells | total RNA |
GSM4430467 |
S9_H | Skin cells | total RNA |
GSM4430468 |
S10_H | Skin cells | total RNA |
GSM4430469 |
S11_NL | Skin cells | total RNA |
GSM4430470 |
S12_H | Skin cells | total RNA |
GSM4430471 |
S13_H | Skin cells | total RNA |
GSM4430472 |
S14_NL | Skin cells | total RNA |
GSM4430473 |
S15_NL | Skin cells | total RNA |
GSM4430474 |
S16_NL | Skin cells | total RNA |
GSM4430475 |
S17_H | Skin cells | total RNA |
Strengths & limitations for reuse
Strengths
- Raw reads are advertised
- Processed matrices are advertised
- Participant counts are documented
Limitations
- Not documented: raw counts are advertised
- Not documented: cell metadata are advertised
Extraction evidence & provenance
Each extracted field is shown with the source excerpt and location used to resolve it.
Assay
| Field | Value | Evidence |
|---|---|---|
assay.assay_type |
single-cell RNA sequencing |
We performed single-cell RNA-sequencing on skin biopsies Section |
assay.library_chemistry |
Chromium Single Cell 3' Reagent Kit V2 |
The Chromium Single Cell 3' Reagent Kit V2 (10x Genomics) was used to generate single-cell libraries Section |
assay.platform |
10x Genomics Chromium; Illumina HiSeq 2500 |
Biopsies were cryopreserved and processed by 10x Genomics. The library was sequenced on the Illumina HiSeq 2500 platform. Section |
assay.reference_genome |
hg38 |
Genome_build: hg38 Section |
assay.sequencing_type |
scrna_seq |
We performed single-cell RNA-sequencing on skin biopsies Section |
Cohort
| Field | Value | Evidence |
|---|---|---|
cohort.non_ibd_controls |
7 |
7 healthy control subjects Section |
cohort.total_participants |
12 |
skin biopsies from 5 patients with AD ... and 7 healthy control subjects Section |
Data_Assets
| Field | Value | Evidence |
|---|---|---|
data_assets.open_access |
True |
Public on Mar 24 2020 Section |
data_assets.processed_matrix |
True |
Txt files with count matrices of normalized feature expression measurements Section |
data_assets.raw_reads |
True |
GSE147424_RAW.tar Section |
Processing
| Field | Value | Evidence |
|---|---|---|
processing.doublet_detection_reported |
True |
cells with fewer than 100 or greater than 5,000 genes were filtered out to eliminate partial cells and doublets Section |
processing.normalization_method |
Scaled by 10,000 and log-transformed |
count matrices of normalized feature expression measurements that are scaled by 10,000 and log-transformed Section |
processing.quality_control_reported |
True |
Reads with low quality bases were removed Section |
Specimens
| Field | Value | Evidence |
|---|---|---|
specimens.anatomical_sites |
['skin'] |
Lesional/non-lesional skin biopsies Section |
specimens.inflamed_status_available |
True |
Lesional/non-lesional skin biopsies Section |
specimens.number_of_cells |
39042 |
We created transcriptomic profiles for 39,042 AD (lesional and non-lesional) and healthy skin cells. Section |
specimens.number_of_samples |
17 |
"n_samples": 17 Section |
specimens.specimen_type |
biopsy |
Lesional/non-lesional skin biopsies were taken from the extremities Section |