Single cell transcriptomic analyses reveal the impact of bHLH factors on human retinal organoid development

Official Dryad deposit of source-described ocular omics data for the associated study.

At a glance

Field	Value
Short name	dryad_d1zd5s
Full name	Single cell transcriptomic analyses reveal the impact of bHLH factors on human retinal organoid development
Publication date	2021-04-21
Date basis	Initial dataset release
Publication date precision	day
Publication date evidence	datadryad.org/api
Publication date source field	publicationDate
Publication date reviewed	2026-09-11
Date notes	Official Dryad API v2 publicationDate; current record version 9.
Primary category	omics
Resource role	current_dataset
Dataset family	dryad_d1zd5s
Contained modalities	omics
Tasks	classification
Primary reported quantity	Not reported
Classes	Not reported (Not reported)
Splits	all
Size	0.044225447 GB
Source-stated terms	https://spdx.org/licenses/CC0-1.0.html
Normalized terms	cc0
Descriptive screening label	Standard label without an explicit NC clause; not a permission finding
Terms scope	dataset_files
Access friction	self_service_authenticated
Route backend	Dryad
Availability	available (checked 2026-08-01)
Acquisition support	standard_platform_supported
Legacy sample-loader status	Metadata and access only

Reported quantities

No reproducible primary item count was exposed for the cataloged source version.

Counts retain their source-reported units. Additional rows can describe components, paired items, or derivative copies and are not automatically added to the primary quantity.

Notes

Scope screen: adjacent_add. Current Dryad v9 file listing: 4 files, 44225447 bytes.

Access information and download

CLI

# Read-only preflight
eyehub download dryad_d1zd5s --data-dir ./data --dry-run --json

# Download, only when preflight reports supported behavior
eyehub download dryad_d1zd5s --data-dir ./data

Python

from eyedatahub.acquisition import preflight_dataset
from eyedatahub.datasets.registry import REGISTRY

ds = REGISTRY.get_dataset('dryad_d1zd5s')
print(preflight_dataset(ds, './data'))  # no download

Upstream page: https://doi.org/10.5068/d1zd5s

Source-term evidence: https://doi.org/10.5068/d1zd5s

Loader status

This catalog record provides metadata and access instructions, but it does not yet include a standard DatasetSample loader. Inspect the source file structure or contribute a loader before using it in a training pipeline.

Citation

BibTeX

@misc{dryad_d1zd5s,
  title  = { Single cell transcriptomic analyses reveal the impact of bHLH factors on human retinal organoid development },
  note   = { Yang Xian-Jie, Zhang Xiangmei, Mandric Igor, Nguyen Kevin, Nguyen Thao, Pellegrini Matteo, Grove James, Barnes Steven. Single cell transcriptomic analyses reveal the impact of bHLH factors on human retinal organoid development. Dryad. 2021. doi:10.5068/d1zd5s },
  year   = { 2021 },
  url    = { https://doi.org/10.5068/d1zd5s },
}

Plain text

Yang Xian-Jie, Zhang Xiangmei, Mandric Igor, Nguyen Kevin, Nguyen Thao, Pellegrini Matteo, Grove James, Barnes Steven. Single cell transcriptomic analyses reveal the impact of bHLH factors on human retinal organoid development. Dryad. 2021. doi:10.5068/d1zd5s

Source-stated terms

• Raw source string: https://spdx.org/licenses/CC0-1.0.html
• Normalized category: cc0
• Apparent scope: dataset_files
• Descriptive screening label: Standard label without an explicit NC clause; not a permission finding

⚠️ Source-stated terms, scope, and normalized labels are curation metadata, not legal advice or a permission finding. Review the current official source before transfer or reuse.

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