Novel Uveal Melanoma Patient-Derived Organoid Models Recapitulate Human Disease to Support Translational Research is a dataset published in Investigative Ophthalmology & Visual Science (2024). On theSindex it has a DataRank of 0.351, placing it in the top 50.2% of the data-sharing corpus. It has been cited 8 times, with 5 citing works in its 1-hop citation network. Its calibrated FAIR score is 58/100.
Ranks in the top 50% for downstream scientific impact
Linked data & code
DataRank reads this dataset's downstream impact straight off the citation graph — no black box, no proprietary weighting. How is this computed?
FAIR checklist signals are shown for context only and do not affect DataRank scoring.
Full FAIR picture · advisory
The headline score is computed from the scored criteria — the fact-shaped checks (a repository, an accession, a licence) that two independent models agree on. The advisory criteria below are real FAIR guidance but rest on judgment calls that models read differently, so they inform without moving the number.
“Data described in this report have been deposited in a Sequence Read Archive (BioProject accession no. PRJNA1068520).”
The BioProject accession PRJNA1068520 is a persistent identifier scheme.
RDA-F1-01D — FAIR Data Maturity Model: 'Data is identified by a persistent identifier' (priorit · RDA-F1-02D — FAIR Data Maturity Model: 'Data is identified by a globally unique identifier' · FsF-F1-02D — F-UJI/FAIRsFAIR: 'Data is assigned a persistent identifier'
“Data described in this report have been deposited in a Sequence Read Archive (BioProject accession no. PRJNA1068520).”
The Sequence Read Archive (SRA) is a named data repository.
RDA-F4-01M — FAIR Data Maturity Model: metadata is offered so it can be harvested and indexed ( · NIH DMS Policy Element 4 (NOT-OD-21-014) — name the repository where data will be archived · NSTC Desirable Characteristics of Data Repositories (2022) — 'Long-Term Sustainability', 'Reten
“Data described in this report have been deposited in a Sequence Read Archive (BioProject accession no. PRJNA1068520).”
The dataset identifier appears only in the body text, not in the reference list.
FORCE11 Joint Declaration of Data Citation Principles (2014) — data should be cited as a first- · RDA-F3-01M — metadata clearly and explicitly includes the identifier of the data it describes · FsF-F3-01M — F-UJI: 'Metadata includes the identifier of the data it describes'
Advisory · not in the published score
“Data described in this report have been deposited in a Sequence Read Archive (BioProject accession no. PRJNA1068520).”
The statement points to a repository record with an accession, corresponding to Colavizza category 3.
Colavizza, Hrynaszkiewicz, Staden, Whitaker & McGillivray (2020), 'The citation advantage of li · Springer Nature research data policy — Data Availability Statements: standard statement templat · RDA-F3-01M — metadata clearly and explicitly includes the identifier of the data it describes
“Data described in this report have been deposited in a Sequence Read Archive (BioProject accession no. PRJNA1068520).”
The only description of the dataset is a single sentence in prose; no itemised inventory (section, table, or list) is provided. [majority verdict 'partial' (4/5 passes agreed)]
RDA-F2-01M — 'Rich metadata is provided to allow discovery' (priority Essential) · FsF-F2-01M — F-UJI: 'Metadata includes descriptive core elements to support data findability' · FsF-R1-01MD — F-UJI: 'Metadata specifies the content of the data'
“Data described in this report have been deposited in a Sequence Read Archive (BioProject accession no. PRJNA1068520).”
The data are deposited in a public repository with no stated precondition, making them openly accessible.
RDA-A1.1-01D — 'Data is accessible through a free access protocol' · FsF-A1-01M — F-UJI: 'Metadata contains access level and access conditions of the data' · NSTC Desirable Characteristics of Data Repositories (2022) — 'Free and Easy Access'
Advisory · not in the published score
“Data described in this report have been deposited in a Sequence Read Archive (BioProject accession no. PRJNA1068520).”
The paper does not explicitly label the access level, but the deposit in a public repository (SRA) implies open access, which is an action from which the level can be inferred.
FsF-A1-01M — F-UJI: 'Metadata contains access level and access conditions of the data' · RDA-A1-01M — metadata contains information to enable the user to get access to the data · COAR Controlled Vocabularies — Access Rights v1.0 (open / embargoed / restricted / metadata-onl
No gatekeeper is named; the data are deposited in a public repository without any mention of controlled access.
NIH Genomic Data Sharing Policy (NOT-OD-14-124) — controlled-access via a Data Access Committee · RDA-A1.2-01D — 'Data is accessible through an access protocol that supports authentication and · NIH DMS Policy Element 5 (NOT-OD-21-014) — Access, Distribution, or Reuse Considerations (conse
No sentence states when the data are available or how long they will persist. [majority verdict 'no' (3/5 passes agreed)]
NIH DMS Plan Element 4 (NOT-OD-21-014) — Data Preservation, Access, and Associated Timelines · NSTC Desirable Characteristics (2022), Organizational Infrastructure: 'Retention Policy' · RDA-A2-01M — 'Metadata is guaranteed to remain available after data is no longer available'
No file format is named for the released data; the paper only mentions that data were deposited in SRA without specifying formats.
FsF-R1.3-02D — F-UJI: 'Data is available in a file format recommended by the target research co · RDA-R1.3-02D — data is expressed in a machine-understandable community standard · RDA-I1-01D — data uses a knowledge representation expressed in a standardised format
Advisory · not in the published score
No data or metadata community standard (e.g., MIAME, ontology) is named in the text.
RDA-R1.3-01M — 'Metadata complies with a community standard' (priority Essential) · RDA-R1.3-01D — 'Data complies with a community standard' · RDA-I2-01M — '(Meta)data use vocabularies that follow FAIR principles'
No identifier for an external resource (e.g., another dataset, reference genome) is provided; the paper mentions TCGA but without an identifier.
RDA-I3-01M — '(meta)data include references to other (meta)data' · RDA-I3-03M — 'metadata includes qualified references to other metadata' · FsF-I3-01M — F-UJI: 'Metadata includes links between the data and its related entities'
No license is explicitly stated for the data; the CC BY-NC-ND license applies to the article, not the data.
RDA-R1.1-01M — 'Metadata includes information about the licence under which the data can be reu · RDA-R1.1-02M — 'Metadata refers to a standard reuse licence' · RDA-R1.1-03M — 'Metadata refers to a machine-understandable reuse licence'
No version token or date is provided for the deposited data.
DataCite Metadata Schema 4.6 — the 'Version' property · RDA-R1.2-01M — provenance information (which version was used is provenance) · NSTC Desirable Characteristics of Data Repositories (2022) — 'Provenance', 'Retention Policy'
No code availability statement is provided; the paper does not mention any code release.
NIH DMS Policy Element 2 (NOT-OD-21-014) — 'Related Tools, Software and/or Code' · FAIR4RS Principles v1.0 (Chue Hong et al., 2022; RDA/FORCE11/ReSA) — FAIR Principles for Resear · FORCE11 Software Citation Principles (Smith, Katz & Niemeyer, 2016, PeerJ CS 2:e86)
“Supported by the Leonard and Mary Lou Hoeft Career Development Award Fund in Ophthalmology Research; Center for Biomedical Discovery, Mayo Clinic; a grant from from the National Cancer Institute, National Institutes of Health (P30 CA015083); and a Clinical and Translational Science Award from the National Center for Advancing Translational Science (KL2 TR002379).”
The paper provides specific grant numbers (P30 CA015083, KL2 TR002379) attached to named funders. [majority verdict 'yes' (4/5 passes agreed)]
DataCite Metadata Schema 4.6 — 'FundingReference' property (funderName, funderIdentifier, award · Crossref Funder Registry — canonical funder identifiers for funding metadata · RDA-F2-01M — rich metadata provided to allow discovery (funding is part of the descriptive reco
Advisory · not in the published score
“Cells were dissociated using a gentleMACS Octo Dissociator (130-096-427; Miltenyi Biotec).”
A specific instrument (gentleMACS Octo Dissociator) is named for data production. [majority verdict 'yes' (3/5 passes agreed)]
RDA-R1.2-01M — 'Metadata includes provenance information according to community- specific standa · FsF-R1.2-01M — F-UJI: 'Metadata includes provenance information about data creation or generati · W3C PROV-O (W3C Recommendation, 2013) — the entity/activity/agent model of provenance
No documentation object (README, data dictionary, codebook) is mentioned as accompanying the data.
RDA-R1-01M — '(Meta)data are richly described with a plurality of accurate and relevant attribu · FsF-R1-01MD — F-UJI: 'Metadata specifies the content of the data' · NIH DMS Policy Element 3 (NOT-OD-21-014) — Standards (documentation and metadata to accompany t
Calibrated FAIR score — a parallel quality metric, independent of the DataRank citation score. See the full evaluation →
Base Score Contribution
0.330
From this paper's citation signal
Citation Network Contribution
0.0217
From 3 citing papers with measurable signal
Ranked by each citer's contribution to N(p) — log1p(Cq) divided by its reference count — out of 5 citers.
NCATS NIH HHS
Grant: KL2 TR002379
NCI NIH HHS
Grant: P30 CA015083
NCI NIH HHS
Grant: R01 CA265050
National Institutes of Health
Grant: 3P30CA015083-37S2
Mayo Comprehensive Cancer Center Grant
National Institutes of Health
Grant: 5KL2TR002379-09
Institutional Career Development Core
Fields of Study
MeSH Terms
Keywords