Altered Expression of PDE4 Genes in Schizophrenia: Insights from a Brain and Blood Sample Meta-Analysis and iPSC-Derived Neurons is a dataset published in Genes (2024). On theSindex it has a DataRank of 0.333, placing it in the top 51.8% of the data-sharing corpus. It has been cited 7 times, with 3 citing works in its 1-hop citation network. Its calibrated FAIR score is 4/100.
Ranks in the top 52% for downstream scientific impact
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.
No persistent identifier string (DOI, Handle, ARK, or repository accession) is given for the study's own dataset.
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'
“For inquiries regarding data obtained from the iPSC neurons, please get in touch with Dr. Shani Stern at [email protected].”— not found in the paper; verdict downgraded
No repository is named; the data are held by a natural person, which is not a host in the classification.
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
No identifier for the study's own dataset appears anywhere in the text, neither in the body nor in a reference list entry.
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 used for the Meta-Analysis were obtained from publicly available repositories, as described in the methods section and Supplementary Materials of the paper. For inquiries regarding data obtained from the iPSC neurons, please get in touch with Dr. Shani Stern at [email protected]”
The data availability statement exists but points to a person for the paper's own data, which is Colavizza category 1 (available on request). [majority verdict 'partial' (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
The paper does not provide an itemized inventory of the released dataset; it describes the study samples in prose and tables but not a dataset file inventory. [majority verdict 'no' (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'
“For inquiries regarding data obtained from the iPSC neurons, please get in touch with Dr. Shani Stern at [email protected].”— not found in the paper; verdict downgraded
The only route offered is a discretionary request to a person, which is not a followable access route.
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
“For inquiries regarding data obtained from the iPSC neurons, please get in touch with Dr. Shani Stern at [email protected].”— not found in the paper; verdict downgraded
No explicit access-level label is applied to the data; the only action described is a discretionary request to a person. [majority verdict 'no' (3/5 passes agreed)]
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
“For inquiries regarding data obtained from the iPSC neurons, please get in touch with Dr. Shani Stern at [email protected]”
The data are from human subjects and the gatekeeper is a natural person (the corresponding author), not an institutional body. [majority verdict 'partial' (3/5 passes agreed)]
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 in the paper states when the IPSC neuron data are available or how long they persist.
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 (open or proprietary) is named for the released iPSC neuron 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
“following the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) 2020 guidelines”
The only named standard is a manuscript reporting guideline (PRISMA), not a data- or metadata-level community standard. [majority verdict 'partial' (4/5 passes agreed)]
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 a resource other than the paper's own dataset that the data depend on is given. The GEO accessions in Table 1 belong to the meta-analysis datasets, not to the study's own data. [majority verdict 'no' (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 reuse license or terms document is named for the data; the CC-BY license on the article 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 given to identify which snapshot of the IPSC data is used or released.
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 repository URL, DOI, or package identifier is provided for the study's own analysis code.
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)
“Grants No. 1994/21”
The paper gives specific award numbers (1994/21 and 3252/21) attached to named 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
“RNA sequencing was performed from RNA extracted from 7–8 week-differentiated DG neurons derived from a cohort of five twin pairs as reported in [56].”— not found in the paper; verdict downgraded
The processing is described in generic terms without naming the specific instrument, platform, or kit used. [downgraded to 'no' — no verifiable quote from the paper]
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 README, data dictionary, codebook, or schema file 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
0.312
From this paper's citation signal
Citation Network Contribution
0.0215
From 2 citing papers with measurable signal
Ranked by each citer's contribution to N(p) — log1p(Cq) divided by its reference count — out of 3 citers.
Zuckerman STEM leadership program
Grant: 1994/21
Zuckerman STEM leadership program
Grant: 3252/21
National Institutes of Health
Grant: 5R01MH075916-04
Neuregulin 1-erbB signaling in schizophrenia
National Institutes of Health
Grant: 5R01MH097276-03
1/3-Networks from Multidimensional Data for Schizophrenia and Related Disorders
National Institutes of Health
Grant: 5R01MH093725-04
Identifying therapeutic targets for autism using Shank3-deficient mice
National Institutes of Health
Grant: 1P50MH096891-01
Data and Biostatistics
National Institutes of Health
Grant: 3P50MH066392-09S1
P3- PTPRZ1 signaling in schizophrenia
National Institutes of Health
Grant: 5R01MH085542-04
International Cohort Collection for Bipolar Disorder
National Institutes of Health
Grant: 5R37MH057881-25
Genetics Association in Schizophrenia and Other Disorders
NIMH NIH HHS
Grant: P50 MH096891
NIMH NIH HHS
Grant: R37 MH057881
NIMH NIH HHS
Grant: R01 MH075916
NIMH NIH HHS
Grant: P50 MH084053
NIDA NIH HHS
Grant: HHSN271201300031C
NIMH NIH HHS
Grant: P50 MH066392
NIMH NIH HHS
Grant: R01 MH080405
NIMH NIH HHS
Grant: R01 MH085542
NIMH NIH HHS
Grant: R01 MH097276
NIA NIH HHS
Grant: P01 AG002219
NIMH NIH HHS
Grant: R01 MH093725
NIA NIH HHS
Grant: P50 AG005138
FWCI
1.12
Citation Percentile
0.8%
Citation Trend
Fields of Study
MeSH Terms
Keywords
Sustainable Development Goals