Research Hub

Unified Data Hub

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Multi-omics, chemistry, imaging, assay, and notes with FAIR checks and lineage provenance. Business and scientific purpose: accelerate trusted data-to-insight flow with governed, traceable, and reusable scientific assets. Unified Data Hub is connected to linked entities, metrics, and workflow actions in this workspace. Use these panels to review evidence, identify risks, and decide the next best scientific action. The view uses deterministic demo data shaped to mirror realistic drug discovery operations.

Target Discovery (Omics)

RNA-seq and proteomics sets for hypothesis generation and pathway scoring.

Domain: OmicsAssets: 16

DS-0001Single-cell Dataset 1 · v1.2 · FAIR fail DS-0002Imaging Dataset 2 · v2.4 · FAIR pass DS-0003Single-cell Dataset 3 · v3.4 · FAIR warning DS-0005Proteomics Dataset 5 · v2.1 · FAIR pass DS-0007RNA-seq Dataset 7 · v1.0 · FAIR warning

Lead Optimization (Chemistry)

Compound/property tables tied to SAR and docking programs.

Domain: ChemistryAssets: 16

DS-0004Single-cell Dataset 4 · Study ST-031 · FAIR warning DS-0006RNA-seq Dataset 6 · Study ST-036 · FAIR fail DS-0012RNA-seq Dataset 12 · Study ST-055 · FAIR fail DS-0014Proteomics Dataset 14 · Study ST-005 · FAIR warning DS-0019Single-cell Dataset 19 · Study ST-016 · FAIR pass

Phenotypic Profiling (Imaging)

Imaging datasets linked to assay runs and report artifacts.

Domain: ImagingAssets: 16

DS-0008Chemistry Dataset 8 · Study ST-015 · FAIR warning DS-0009Single-cell Dataset 9 · Study ST-027 · FAIR warning DS-0011Imaging Dataset 11 · Study ST-054 · FAIR fail DS-0013RNA-seq Dataset 13 · Study ST-042 · FAIR fail DS-0015RNA-seq Dataset 15 · Study ST-053 · FAIR pass

FAIR Distribution

fail

97

pass

99

warning

104

Lineage Graph

Dataset -> Pipeline Run -> Report -> Decision

DS-0009 → DS-0036feeds

DS-0008 → DS-0187exports-to

DS-0024 → DS-0048derived-from

DS-0142 → DS-0248exports-to

DS-0212 → DS-0164exports-to

DS-0048 → DS-0266feeds

DS-0186 → DS-0217exports-to

DS-0097 → DS-0217derived-from

DS-0280 → DS-0174derived-from

DS-0080 → DS-0162feeds

DS-0067 → DS-0011feeds

DS-0169 → DS-0252feeds

DS-0172 → DS-0293derived-from

DS-0017 → DS-0037derived-from

DS-0192 → DS-0122derived-from

DS-0109 → DS-0099feeds

DS-0287 → DS-0037exports-to

DS-0273 → DS-0125derived-from

Hub Domains

Omics + chemistry + imaging + assay + notes unified under one governance model.
Cross-links connect datasets to runs, reports, and decision dossiers.
FAIR + lineage checks surface provenance and metadata issues early.

Operational Counters

Datasets

300

Lineage Edges

500

Pipeline Runs

2000

Reports

200