Single-cell Transcriptomics Combined With Interstitial Fluid Proteomics Defines Cell Type-Specific Immune Regulation in Atopic Dermatitis
Download from source ↗Dataset overview
Spontaneously Resolved Atopic Dermatitis Shows Melanocyte and Immune Cell Activation Distinct From Healthy Control Skin.
Abstract
Atopic dermatitis (AD) typically starts in infancy or early childhood, showing spontaneous remission in a subset of patients, while others develop lifelong disease. Despite an increased understanding of AD, factors guiding its natural course are only insufficiently elucidated. We thus performed suction blistering in skin of adult patients with stable, spontaneous remission from previous moderate-to-severe AD during childhood. Samples were compared to healthy controls without personal or familial history of atopy, and to chronic, active AD lesions. Skin cells and tissue fluid obtained were used for single-cell RNA sequencing and proteomic multiplex assays, respectively. We found overall cell composition and proteomic profiles of spontaneously healed AD to be comparable to healthy control skin, without upregulation of typical AD activity markers (e.g., IL13, S100As, and KRT16). Among all cell types in spontaneously healed AD, melanocytes harbored the largest numbers of differentially expressed genes in comparison to healthy controls, with upregulation of potentially anti-inflammatory markers such as PLA2G7. Conventional T-cells also showed increases in regulatory markers, and a general skewing toward a more Th1-like phenotype. By contrast, gene expression of regulatory T-cells and keratinocytes was essentially indistinguishable from healthy skin. Melanocytes and conventional T-cells might thus contribute a specific regulatory milieu in spontaneously healed AD skin.
doi:10.3389/fimmu.2021.630892 ↗ PMID 33717163 ↗ PMC7943477 ↗
Study facts
- Organism
- Homo sapiens
- Platform
- 10x Genomics Chromium
- Age group
- adult
- Disease groups
- —
- Anatomical sites
- skin, antecubital fossa
Data availability
- Processed matrix
File types
MTXTSV
Files and samples
- filelist.txt ↗
- GSE153760_RAW.tar ↗
- GSM4653855_AD1_barcodes.tsv.gz ↗
- GSM4653855_AD1_features.tsv.gz ↗
- GSM4653855_AD1_matrix.mtx.gz ↗
- GSM4653856_AD2_barcodes.tsv.gz ↗
- GSM4653856_AD2_features.tsv.gz ↗
- GSM4653856_AD2_matrix.mtx.gz ↗
- GSM4653857_AD3_barcodes.tsv.gz ↗
- GSM4653857_AD3_features.tsv.gz ↗
- GSM4653857_AD3_matrix.mtx.gz ↗
- GSM4653858_AD4_barcodes.tsv.gz ↗
- GSM4653858_AD4_features.tsv.gz ↗
- GSM4653858_AD4_matrix.mtx.gz ↗
- GSM4653859_AD5_barcodes.tsv.gz ↗
- GSM4653859_AD5_features.tsv.gz ↗
- GSM4653859_AD5_matrix.mtx.gz ↗
- GSM4653860_AD6_barcodes.tsv.gz ↗
- GSM4653860_AD6_features.tsv.gz ↗
- GSM4653860_AD6_matrix.mtx.gz ↗
- GSM4653861_AD7_barcodes.tsv.gz ↗
- GSM4653861_AD7_features.tsv.gz ↗
- GSM4653861_AD7_matrix.mtx.gz ↗
- GSM4653862_AD8_barcodes.tsv.gz ↗
- GSM4653862_AD8_features.tsv.gz ↗
- GSM4653862_AD8_matrix.mtx.gz ↗
- GSM4653863_HC1_barcodes.tsv.gz ↗
- GSM4653863_HC1_features.tsv.gz ↗
- GSM4653863_HC1_matrix.mtx.gz ↗
- GSM4653864_HC2_barcodes.tsv.gz ↗
- GSM4653864_HC2_features.tsv.gz ↗
- GSM4653864_HC2_matrix.mtx.gz ↗
- GSM4653865_HC3_barcodes.tsv.gz ↗
- GSM4653865_HC3_features.tsv.gz ↗
- GSM4653865_HC3_matrix.mtx.gz ↗
- GSM4653866_HC4_barcodes.tsv.gz ↗
- GSM4653866_HC4_features.tsv.gz ↗
- GSM4653866_HC4_matrix.mtx.gz ↗
- GSM4653867_HC5_barcodes.tsv.gz ↗
- GSM4653867_HC5_features.tsv.gz ↗
- GSM4653867_HC5_matrix.mtx.gz ↗
- GSM4653868_HC6_barcodes.tsv.gz ↗
- GSM4653868_HC6_features.tsv.gz ↗
- GSM4653868_HC6_matrix.mtx.gz ↗
- GSM4653869_HC7_barcodes.tsv.gz ↗
- GSM4653869_HC7_features.tsv.gz ↗
- GSM4653869_HC7_matrix.mtx.gz ↗
- index.html ↗
- Skin Suction blister9
- Skin Biopsy6
| Accession | Sample | Tissue | Molecule |
|---|---|---|---|
GSM4653855 |
AD1 | Skin Suction blister | total RNA |
GSM4653856 |
AD2 | Skin Suction blister | total RNA |
GSM4653857 |
AD3 | Skin Suction blister | total RNA |
GSM4653858 |
AD4 | Skin Suction blister | total RNA |
GSM4653859 |
AD5 | Skin Biopsy | total RNA |
GSM4653860 |
AD6 | Skin Biopsy | total RNA |
GSM4653861 |
AD7 | Skin Biopsy | total RNA |
GSM4653862 |
AD8 | Skin Biopsy | total RNA |
GSM4653863 |
HC1 | Skin Suction blister | total RNA |
GSM4653864 |
HC2 | Skin Suction blister | total RNA |
GSM4653865 |
HC3 | Skin Suction blister | total RNA |
GSM4653866 |
HC4 | Skin Suction blister | total RNA |
GSM4653867 |
HC5 | Skin Suction blister | total RNA |
GSM4653868 |
HC6 | Skin Biopsy | total RNA |
GSM4653869 |
HC7 | Skin Biopsy | total RNA |
Strengths & limitations for reuse
Strengths
- Processed matrices are advertised
Limitations
- Not documented: raw counts are advertised
- Not documented: cell metadata are advertised
- Not documented: participant counts are documented
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 inferred |
Expression profiling by high throughput sequencing Section |
assay.library_chemistry |
10x Genomics Single Cell 3' v2 and v3 |
"chemistry": "Single Cell 3' v2" Section |
assay.platform |
10x Genomics Chromium |
Single-cell libraries were generated using the Chromium Controller Section |
assay.reference_genome |
GrCh38 |
Genome_build: GrCh38 Section |
assay.sequencing_type |
scrna_seq |
cells were subjected to scRNA-seq processing Section |
Cohort
| Field | Value | Evidence |
|---|---|---|
cohort.age_group |
adult |
skin of adult patients with stable, spontaneous remission from previous moderate-to-severe AD during childhood Section |
cohort.disease_activity_metadata_available |
True |
"easi score": "34,2" Section |
cohort.study_design |
cross_sectional inferred |
Comparison of skin cells obtained by skin suction blistering and conventional biopsy Section |
Data_Assets
| Field | Value | Evidence |
|---|---|---|
data_assets.processed_matrix |
True |
mtx (count matrix in sparse matrix format) Section |
data_assets.raw_reads |
False |
Raw data are unvailable due to patient privacy concerns Section |
Specimens
| Field | Value | Evidence |
|---|---|---|
specimens.anatomical_sites |
['skin', 'antecubital fossa'] |
onto each antecubital fossa Section |
specimens.inflamed_status_available |
True |
"diagnosis": "Atopic Dermatitis" Section |
specimens.number_of_samples |
15 |
"n_samples": 15 Section |
specimens.specimen_type |
mixed |
Skin Suction blister Section |