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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.

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Life Sciences
Provenance · 1 source records, 12 field assertions
SourceKeyLast seenRaw
NCBI GEOGSE2365256 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · NCBI GEOconnector:ncbi_geo@1.0.0
concepts[field].anzsrc:group:3106enrichment · NCBI GEOtaxonomy-embedding@1.1.0title+keywords+description (74%)
concepts[field].local:field:life-sciencesmapping · NCBI GEOconnector:ncbi_geo@1.0.0
concepts[method].geo_series_type:expression-profiling-by-high-throughput-sequencingsource · NCBI GEOconnector:ncbi_geo@1.0.0/gdstype
concepts[modality].local:modality:mass-spectrometryenrichment · NCBI GEOkeyword-concept-rules@1.0.0title+description (65%)
concepts[modality].local:modality:rna-seqenrichment · NCBI GEOkeyword-concept-rules@1.0.0title+description (75%)
concepts[modality].local:modality:sequencingenrichment · NCBI GEOkeyword-concept-rules@1.0.0title+description (75%)
concepts[modality].local:modality:single-cell-rna-seqenrichment · NCBI GEOkeyword-concept-rules@1.0.0title+description (75%)
concepts[organism].NCBITaxon:9606source · NCBI GEOconnector:ncbi_geo@1.0.0/taxon
descriptionsource · NCBI GEOconnector:ncbi_geo@1.0.0/summary
publication_datesource · NCBI GEOconnector:ncbi_geo@1.0.0
titlesource · NCBI GEOconnector:ncbi_geo@1.0.0/title