Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
3,947
datasets available to search
ShareScore release 0.9.0
Dataset results
3,947 results for “Requirement”
Direct neuronal reprogramming of mouse astrocytes is associated with multiscale epigenome remodeling and requires Yy1
GEO Series GSE208742. Mus musculus. 64 samples. Type: Expression profiling by high throughput sequencing; Genome binding/occupancy profiling by high throughput sequencing; Methylation profiling by high throughput sequencing; Other.
piRNA production requires heterochromatin formation in Drosophila
GEO Series GSE30086. Drosophila melanogaster. 2 samples. Type: Non-coding RNA profiling by high throughput sequencing.
The Transcription factor Zeb2 ia required to maintain tissue-specific identities of macrophages [microarray]
GEO Series GSE117080. Mus musculus. 7 samples. Type: Expression profiling by array; Third-party reanalysis.
TET-Mediated DNA Demethylation is Required for Inducible Vasculogenic Reprogramming of the Skin
GEO Series GSE268094. Homo sapiens. 2 samples. Type: Expression profiling by high throughput sequencing.
Foxo1 is a Marker of Spermatogonial Stem Cells Required for their Maintenance and the Initiation of Spermatogenesis in Mice
GEO Series GSE31282. Mus musculus. 6 samples. Type: Expression profiling by array.
NAT10-mediated N4-Acetylcytidine is Required for Spermatogenesis and Male Fertility
GEO Series GSE191105. Mus musculus. 17 samples. Type: Expression profiling by high throughput sequencing.
Arabidopsis SWR1-associated protein methyl-CpG-binding domain 9 is required for histone H2A.Z deposition. [ChIPSeq_MBD9]
GEO Series GSE123261. Arabidopsis thaliana. 2 samples. Type: Genome binding/occupancy profiling by high throughput sequencing.
The transition from proliferation to quiescence in glioblastoma stem-like cells requires Ca2+ signaling and mitochondria remodeling
GEO Series GSE93991. Homo sapiens. 15 samples. Type: Expression profiling by high throughput sequencing.
Endogenous FGF gradients are required for cell fate patterning in 2D human gastruloids
GEO Series GSE271604. Homo sapiens. 1 samples. Type: Expression profiling by high throughput sequencing.
Histone Deacetylase 3 is required for efficient T cell development
GEO Series GSE72917. Mus musculus. 8 samples. Type: Expression profiling by high throughput sequencing.
PI3K-mediated crosstalk between angiopoietin and vascular endothelial growth factor C signaling pathways is required for lymphangiogenesis
GEO Series GSE202989. Mus musculus. 10 samples. Type: Expression profiling by high throughput sequencing.
Activation of adult human pancreatic ductal and ductal progenitor-like cells requires extracellular matrix protein signaling [scRNA-seq]
GEO Series GSE233785. Homo sapiens. 4 samples. Type: Expression profiling by high throughput sequencing.
Recruitment of the NineTeen Complex to the activated spliceosome requires AtPRMT5
GEO Series GSE62611. Arabidopsis thaliana. 4 samples. Type: Expression profiling by high throughput sequencing.
Jmjd3 is required for tissue-restricted antigens expression in mTECs
GEO Series GSE110360. Mus musculus. 6 samples. Type: Expression profiling by high throughput sequencing.
The NOTCH3 Downstream Target HEYL Is Required for Efficient Human Airway Basal Cell Differentiation [RNA-Seq]
GEO Series GSE168126. Homo sapiens. 48 samples. Type: Expression profiling by high throughput sequencing.
PTCD1 is required for 16S rRNA maturation complex stability and mitochondrial ribosome assembly
GEO Series GSE105406. Mus musculus. 12 samples. Type: Expression profiling by high throughput sequencing.
Requirements for multivalent Yb body assembly in transposon silencing in Drosophila
GEO Series GSE121605. Drosophila melanogaster. 4 samples. Type: Expression profiling by high throughput sequencing; Other.
Repair of airway epithelia requires metabolic rewiring towards fatty acid oxidation [I]
GEO Series GSE209678. Mus musculus. 9 samples. Type: Expression profiling by high throughput sequencing.
Microglial homeostasis requires balanced CSF-1/CSF-2 receptor signaling
GEO Series GSE143823. Mus musculus. 11 samples. Type: Expression profiling by high throughput sequencing.
Kdm6b is required for the maturation and function of intestinal TCRβ+CD8αα+ intraepithelial lymphocytes
GEO Series GSE154444. Mus musculus. 4 samples. Type: Expression profiling by high throughput sequencing.
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.