Data · dataset · 2026
Multimodal datasets of in vitro dopaminergic neuron differentiation
Listed in ScienceDB
Widespread application of human pluripotent stem cell (PSC)-derived dopaminergic (DA) neurons for cell therapy or in vitro studies of Parkinson’s disease (PD) requires standardization of cell products.
Description
This is currently challenging as there is no gold standard for defining the cell types produced using common differentiation protocols. Here we have generated a large single-cell RNA-sequencing time course (274,483 cells) dataset using two of the most widely used DA differentiation protocols.
We supplemented this data with single-cell assay for transposase-accessible chromatin sequencing (244,697 cells). Side-by-side comparison of both multimodal datasets and metanalysis of previously reported single-cell RNA-sequencing datasets from other protocols, altogether amounting to 1,835,801 cells in total, revealed remarkable inter-protocol differences in cell specification trajectories, progenitor and DA neuron cell identities, surface markers for purification, contaminating cell types, and gene regulatory networks.
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In addition, the single-cell epigenetic profiling pinpointed putative target genes of noncoding genome-wide association studies (GWAS) loci relevant to PD. Our findings have implications for optimizing and standardizing cell products for in vitro studies for PD using human PSCs as well as clinical trials
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.27186 ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Biochemistry and cell biology 70% · Disease 75% · Sequencing 75%
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.27186 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[disease].local:disease:disease | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].anzsrc:group:3101 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (70%) |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[modality].local:modality:sequencing | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/rights |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |