A single-nucleus transcriptomic atlas of medium spiny neurons in the rat nucleus accumbens is a dataset published in Scientific Reports (2024). On theSindex it has a DataRank of 0.429, placing it in the top 43.4% of the data-sharing corpus. It has been cited 11 times, with 10 citing works in its 1-hop citation network. Its calibrated FAIR score is 63/100.
Ranks in the top 43% 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.
“GSE263307”
A GEO accession number (GSE263307) 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'
“NCBI Gene Expression Omnibus (GEO)”
The named holder is a recognized data repository (GEO).
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
“snRNA-seq count matrices for our discovery dataset are available at the NCBI Gene Expression Omnibus (GEO) under accession number GSE263307.”
The dataset identifier appears only in the body text (data availability section), 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 availability snRNA-seq count matrices for our discovery dataset are available at the NCBI Gene Expression Omnibus (GEO) under accession number GSE263307.”
The statement provides a link to a repository record with an accession number (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
“snRNA-seq count matrices for our discovery dataset are available at the NCBI Gene Expression Omnibus (GEO) under accession number GSE263307.”
The dataset is described in a single sentence without an itemized inventory of files or variables. [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'
“snRNA-seq count matrices for our discovery dataset are available at the NCBI Gene Expression Omnibus (GEO) under accession number GSE263307.”
The data are stated to be available at a public repository with no precondition mentioned.
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
“snRNA-seq count matrices for our discovery dataset are available at the NCBI Gene Expression Omnibus (GEO) under accession number GSE263307.”
The paper describes the action of accessing the data at GEO but does not explicitly label the access level (e.g., 'open access').
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
The data are from rat samples and are not sensitive human data; no gatekeeper is named.
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 does not mention any retention period or persistence commitment for the data. [majority verdict 'no' (4/5 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'
The paper does not specify the file format of the released data.
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
The paper does not name any data or metadata community standard (e.g., MIAME, MINSEQE).
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'
“GSE137763 and GSE222418”
The paper provides GEO accession numbers for external datasets used in replication analysis.
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 named for the data; the article's 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'
The paper does not provide a version token or date for the data snapshot.
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'
“https://github.com/CristLab/msn_subclustering”— not found in the paper; verdict downgraded
A machine-resolvable code repository URL is given for the study's own code. [downgraded to 'partial' — no verifiable quote from the paper] [majority verdict 'partial' (3/5 passes agreed)]
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)
“R01 DA037897”
Specific grant numbers are listed for the funding sources.
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
“CellRanger v7.1.0”
The paper names specific software used for data processing (CellRanger v7.1.0). [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 (e.g., README, 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
0.373
From this paper's citation signal
Citation Network Contribution
0.0560
From 5 citing papers with measurable signal
Ranked by each citer's contribution to N(p) — log1p(Cq) divided by its reference count — out of 10 citers.
National Institute on Drug Abuse
Grant: R21 DA057458
National Institute on Drug Abuse
Grant: R21 DA055846
National Institute on Drug Abuse
Grant: DP1 DA054394
National Institute on Alcohol Abuse and Alcoholism
Grant: R01 AA030056
Pennsylvania Department of Health
Grant: Nonformula Tobacco Settlement Act Grant
U.S. Department of Veterans Affairs
Grant: I01 BX004820
Tobacco-Related Disease Research Program
Grant: T32IR5226
NIDA NIH HHS
Grant: R21 DA045792
NIAAA NIH HHS
Grant: K01 AA028292
NIDA NIH HHS
Grant: R01 DA037897
National Institutes of Health
Grant: 5K01AA028292-02
Characterizing the phenotypic spectrum associated with genetic liability for alcohol use disorder
National Institutes of Health
Grant: 5R01AA030056-02
Leveraging GWAS Findings to Map Variants and Identify Novel Effector Genes for Alcohol-Related Traits
National Institutes of Health
Grant: 5R21DA055846-02
Cell-specific epigenetic and transcriptomic signatures of impulsivity and its regulation by stress in the nucleus accumbens
National Institutes of Health
Grant: 5R21DA045792-02
Novel neuroendocrine mechanisms underlying nicotine seeking and withdrawal-induced hyperphagia
National Institutes of Health
Grant: 5DP1DA054394-03
Building Bridges to Allow Cross-species Translational genetics for the Study of Addiction
National Institutes of Health
Grant: 5R01DA037897-08
The role of central GLP-1 receptors in animal models of cocaine addiction
National Institutes of Health
Grant: 1R21DA057458-01
Single-nucleus transcriptomics in rat striatum following morphine administration and withdrawal
FWCI
2.81
Citation Percentile
0.9%
Citation Trend
Fields of Study
MeSH Terms
Keywords
Sustainable Development Goals