Omics · study · 2026
Multi-omics expression analysis identifies a panel of secreted markers suitable for in process control cell quality GMP grade productions of keratinocytes from induced pluripotent stem cells
Listed in NCBI GEO
While pluripotent stem cell-based therapy hold great promises to treat skin injuries, one of the current challenges for industrial bioproduction is the development of non destructive in-process quality control.
Description
In this study, we present a new and original methodology capable to identify specific temporal biomarkers of keratinocytes differentiation. To do so we combined unbiased single-cell RNA sequencing analysis and quantitative proteomics at multiple stages of keratinocyte differentiation.
This multi-omics analysis identified two secreted markers, IGFBP6 and TNC, capable to precocely monitor the efficacy of epidermal differentiation from the very first’s weeks reducing production costs and later stage failures. Together our results provides valuable insights into the molecular mechanisms involved in epidermal development and highlight the potential to be applied in other cell models for regenerative medicine purposes.
Links
Get the data
- GEO FTP directory ftp.ncbi.nlm.nih.gov/geo/series/GSE236nnn/GSE236525 ↗
download · from NCBI GEO
Where it is published
- GEO accession page ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE236525 ↗
landing page · from NCBI GEO
Documentation and papers
- PRJNA991526 ncbi.nlm.nih.gov/bioproject/PRJNA991526 ↗
project · from NCBI GEO
Topics
- Stated by source
- Expression profiling by high throughput sequencing · Homo sapiens
- From keywords
- Life Sciences
- Inferred from text
- Industrial biotechnology 74% · Mass spectrometry 65% · RNA sequencing 75% · Sequencing 75% · Single-cell RNA sequencing 75%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| NCBI GEO | GSE236525 | 6 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| concepts[field].anzsrc:group:3106 | enrichment · NCBI GEO | taxonomy-embedding@1.1.0 | title+keywords+description (74%) |
| concepts[field].local:field:life-sciences | mapping · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| concepts[method].geo_series_type:expression-profiling-by-high-throughput-sequencing | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /gdstype |
| concepts[modality].local:modality:mass-spectrometry | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[modality].local:modality:rna-seq | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:sequencing | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:single-cell-rna-seq | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[organism].NCBITaxon:9606 | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /taxon |
| description | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /summary |
| publication_date | source · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| title | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /title |