Discovery and fine-mapping of kidney function loci in first genome-wide association study in Africans is a dataset published in Human Molecular Genetics (2021). On theSindex it has a DataRank of 0.785, placing it in the top 25.6% of the data-sharing corpus. It has been cited 36 times, with 17 citing works in its 1-hop citation network. Its calibrated FAIR score is 48/100.
Ranks in the top 26% 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.
“EGAS00001001558/EGAD00010000965”
The paper provides an EGA accession, which is a persistent identifier scheme for human data.
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'
“EGA”
The paper names EGA (European Genome-phenome Archive) as the repository, which is listed in re3data/FAIRsharing.
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
“All individual level data, phenotype, genotype and sequence data are available to researchers under managed access on EGA EGAS00001001558/EGAD00010000965.”
The dataset identifier appears only in the body text and 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
“All individual level data, phenotype, genotype and sequence data are available to researchers under managed access on EGA EGAS00001001558/EGAD00010000965.”
The data-availability statement points to a repository record (EGA) with an accession, fitting 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
“The final dataset used for this analysis included merged genotype data on 4772 and sequence data on 1978 individuals.”
The dataset's content and size are described in running prose, not in an itemised inventory.
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'
“All individual level data, phenotype, genotype and sequence data are available to researchers under managed access on EGA EGAS00001001558/EGAD00010000965.”
The data are accessible only through a managed-access procedure, which is a followable precondition.
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
“All individual level data, phenotype, genotype and sequence data are available to researchers under managed access on EGA EGAS00001001558/EGAD00010000965.”
The paper labels the data's access level as 'managed access', which is a standard access-rights term.
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
“All individual level data, phenotype, genotype and sequence data are available to researchers under managed access on EGA EGAS00001001558/EGAD00010000965. Requests for access to data will be granted for all research consistent with the consent provided by participants.”
The EGA repository with its managed-access process is an institutional gatekeeper for human genetic data.
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
The paper states neither a retention period nor an availability timing for the data.
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 for the released data is mentioned in the text.
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 community-standard data or metadata schema (e.g., MIAME, MINSEQE) is named for the data.
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 (DOI, accession, RRID) for any external resource used or referenced is provided in the text.
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 reuse licence or terms document is named for the data; the article's CC BY licence does not apply to 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 stated for the data snapshot; the EGA accession is not version-suffixed.
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'
The study's own code is not mentioned; no locator (URL, DOI) is provided.
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)
“Wellcome Trust (grant numbers 220740/Z/20/Z to S.F. at MRC/UVRI and LSHTM, 214205/Z/18/Z to T.C.)”— not found in the paper; verdict downgraded
Specific grant numbers are given for the Wellcome Trust, satisfying the requirement for an award identifier. [downgraded to 'partial' — no verifiable quote from the paper] [majority verdict 'partial' (3/5 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
“Individuals ( n = 5000) were genotyped on the Illumina HumanOmni2.5-8 array”
The paper names specific instruments and software used to produce the data (e.g., Illumina array, sequencing platform, analysis tools). [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, codebook) is mentioned as accompanying the data, and no variable-definition table exists inside the article.
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
0.542
From this paper's citation signal
Citation Network Contribution
0.243
From 9 citing papers with measurable signal
Ranked by each citer's contribution to N(p) — log1p(Cq) divided by its reference count — out of 17 citers.
DELTAS Africa Initiative
Grant: 107743
National Institutes of Health
Grant: R01-DK117445
National Institutes of Health
Grant: R21-HL140385
National Institutes of Health
Grant: R01-MD012765
National Institutes of Health
Grant: U01MH115485
Wellcome Trust
Grant: 214205/Z/18/Z
Wellcome Trust
Grant: 220740/Z/20/Z
NIDDK NIH HHS
Grant: R01 DK117445
NHLBI NIH HHS
Grant: R21 HL140385
NHLBI NIH HHS
Grant: HHSN268201600001C
Medical Research Council
Grant: MC_UU_00002/7
NHLBI NIH HHS
Grant: HHSN268201600003C
NHLBI NIH HHS
Grant: HHSN268201600004C
Wellcome Trust
Grant: 204623/Z/16/Z
NHLBI NIH HHS
Grant: HHSN268201600002C
Medical Research Council
Grant: MC_EX_MR/L016273/1
NIMHD NIH HHS
Grant: R01 MD012765
NHLBI NIH HHS
Grant: HHSN268201600018C
Makerere University-Uganda Virus Research Institute Centre of Excellence for Infection and Immunity Research and Training
FWCI
3.33
Citation Percentile
0.9%
Citation Trend
Fields of Study
MeSH Terms
Keywords
Sustainable Development Goals