A single-cell multi-omic atlas spanning the adult rhesus macaque brain is a dataset published in Science Advances (2023). On theSindex it has a DataRank of 1.2, placing it in the top 17.7% of the data-sharing corpus. It has been cited 42 times, with 39 citing works in its 1-hop citation network. Its calibrated FAIR score is 58/100.
Ranks in the top 18% 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.
“The data are freely available (NeMO archive, nemo:dat-rtmm5q2)”
The accession 'nemo:dat-rtmm5q2' is a persistent identifier from the NeMO repository. [majority verdict 'yes' (4/5 passes agreed)]
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'
“The data are freely available (NeMO archive, nemo:dat-rtmm5q2)”
NeMO archive 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
“The data are freely available (NeMO archive, nemo:dat-rtmm5q2)”
The dataset identifier appears 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
“The data are freely available (NeMO archive, nemo:dat-rtmm5q2) and browsable (CELLxGENE viewer, https://cellxgene.cziscience.com/collections/8c4bcf0d-b4df-45c7-888c-74fb0013e9e7 )”
The statement points to a repository (NeMO) with an accession. [majority verdict 'yes' (3/5 passes agreed)]
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
“Altogether, after applying quality control (QC) filters (Materials and Methods and figs. S1 and S2), we recovered transcriptome profiles for 2,583,967 nuclei (median UMI per cell = 265, median genes expressed per cell = 221; table S2).”
The dataset's content and size are described in running prose, not in an itemised inventory. [majority verdict 'partial' (3/5 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'
“The data are freely available (NeMO archive, nemo:dat-rtmm5q2)”
The text states the data are freely available with no 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
“The data are freely available (NeMO archive, nemo:dat-rtmm5q2)”
The paper labels the data as 'freely available', which is a synonym for 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 non-human primates and are openly available; no gatekeeper is mentioned.
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 addresses how long the data will persist or when they become available. [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'
No file format is named for 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
No data or metadata community standard is explicitly 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'
“Ensembl (version 101) (RRID:SCR_002344)”
The paper provides an RRID for Ensembl, a resource used for data processing. [majority verdict 'yes' (3/5 passes agreed)]
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 licence is explicitly stated for the data; the CC BY license applies to the article only.
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 given for the dataset.
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 locator is provided; only protocols are referenced.
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)
“U01-MH121260”
The paper lists multiple grant numbers from funders.
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
“STAR/v.2.7.6”
The paper names specific software versions used to produce the data. [majority verdict 'yes' (4/5 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
“table S1”— not found in the paper; verdict downgraded
Variable and sample definitions are provided in supplementary tables within the article, not shipped with the data. [downgraded to 'no' — no verifiable quote from the paper] [majority verdict 'no' (3/5 passes agreed)]
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
0.564
From this paper's citation signal
Citation Network Contribution
0.595
From 28 citing papers with measurable signal
Ranked by each citer's contribution to N(p) — log1p(Cq) divided by its reference count — out of 39 citers.
NIA NIH HHS
Grant: R56 AG071023
NIMH NIH HHS
Grant: R01 MH118203
NIA NIH HHS
Grant: T32 AG000057
NIMH NIH HHS
Grant: R01 MH096875
NIMH NIH HHS
Grant: U01 MH121260
NIA NIH HHS
Grant: R01 AG060931
NIA NIH HHS
Grant: R00 AG075241
NIMH NIH HHS
Grant: R01 MH089484
NIA NIH HHS
Grant: R21 AG073958
NIA NIH HHS
Grant: K99 AG075241
NIMH NIH HHS
Grant: R56 MH122819
NIA NIH HHS
Grant: R00 AG051764
NHGRI NIH HHS
Grant: R01 HG010632
NIH HHS
Grant: P40 OD012217
NIA NIH HHS
Grant: R01 AG084706
NIMH NIH HHS
Grant: R01 MH108627
NIMH NIH HHS
Grant: R37 MH109728
National Institutes of Health
Grant: 1U01MH121260-01
Single cell transcriptional and epigenomic atlas of the macaque brain across the lifespan
National Institutes of Health
Grant: 5R01MH118203-03
Neurogenomics of Vulnerability and Resilience to Mental Health Syndromes in Response to Extreme Life Events
National Institutes of Health
Grant: 5T32AG000057-34
Genetic Approaches to Aging
National Science Foundation
Grant: 2110037
SBIR Phase I: Physiological Brain Measurement for Anxiety Assessment and Trending
National Institutes of Health
Grant: 1R56MH122819-01A1
Genomics, variation, and evolution of cerebellar circuits linked to higher cognitive functions in humans
National Institutes of Health
Grant: 3R01AG060931-02S1
Social modifiers of the pace of aging across multiple domains and tissues
National Institutes of Health
Grant: 1K99AG075241-01A1
Social and dietary modifiers of neuroinflammation and aging
National Institutes of Health
Grant: 5R01HG010632-02
Versatile, exponentially scalable methods for single cell molecular profiling
National Institutes of Health
Grant: 1R56AG071023-01A1
Effects of a major natural disaster on the pace of aging in a nonhuman primate model
National Institutes of Health
Grant: 4R00AG051764-03
Gene regulatory analysis of social integration and resilience during aging
National Institutes of Health
Grant: 5P40OD012217-28
CARIBBEAN PRIMATE RESEARCH CENTER
National Institutes of Health
Grant: 1R21AG073958-01
Role of Prefrontal Cortex in Real World Navigation in Young and Old Primates
National Institutes of Health
Grant: 5R37MH109728-04
Neural Circuit Mechanisms Mediating TMS and Oxytocin Effects on Social Cognition
National Institutes of Health
Grant: 1R13AG013039-01
1995 SUMMER INSTITUTE IN GERIATRIC MEDICINE
National Institutes of Health
Grant: 2R01MH108627-06
Mechanisms Regulating Complex Social Behavior
National Institutes of Health
Grant: 1R01MH096875-01A1
Animal Model of Genetics and Social Behavior in Autism Spectrum Disorders
National Science Foundation
Grant: 1800558
RAPID: Preservation of the Cayo Santiago macaque colony and post-storm behavioral and biological data in the aftermath of Hurricane Maria
MeSH Terms
Keywords
Sustainable Development Goals