Pilot corpus: NIH-funded biomedical datasets. Any DOI can be scored on demand — network effects sharpen as coverage grows.

Generative prediction of causal gene sets responsible for complex traits

Proceedings of the National Academy of Sciences(2025)10.1073/pnas.2415071122Source: DataRank Database

Generative prediction of causal gene sets responsible for complex traits is a research paper published in Proceedings of the National Academy of Sciences (2025). On theSindex it has a DataRank of 0. It has been cited 3 times.

N/A

0DataRank · unranked

Scored on demand from live citation data

Open Access3 citations

Download PDF

Cite:

Linked data & code

Data for: "Generative prediction of causal gene sets responsible for complex traits" · Dryad

geo doi

DataRank reads this dataset's downstream impact straight off the citation graph — no black box, no proprietary weighting. How is this computed?

›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (6 grants)Impact (FWCI 1.19)OA: hybridTopics (45)Linked Datasets (1)DataCite Reuse (1)IDs (PubMed, PMC, OpenAlex)Annotations (2)

FAIR Checklist

Context only (not used in score)

Findable (2/2)

Has DOI
Indexed in repositories

Accessible (1/2)

Open Access

Interoperable (2/2)

DataCite relations
Linked datasets

Reusable (0/3)

FAIR checklist signals are shown for context only and do not affect DataRank scoring.

Run a calibrated FAIR evaluation for this paper →

We only score data papers we can read in full — never from an abstract alone.

Authors (4)

Buduka K. Ogonor ORCID,Thomas P. Wytock ORCID,Adilson E. Motter ORCID,Benjamin Kuznets-Speck ORCID

Live enrichment

PubMed:40504147 PMC:PMC12184495 OpenAlex:https://openalex.org/W4411237432

National Science Foundation

Grant: MCB-2206974

HHS | National Institutes of Health

Grant: P50-CA221747

NCI NIH HHS

Grant: P50 CA221747

National Science Foundation

Grant: 2206974

Quantifying the Prevalence and Phenotypic Consequences of Transcriptional Irreversibility in Bacteria

National Science Foundation

Grant: 2235451

NSF-Simons National Institute for Theory and Mathematics in Biology

National Institutes of Health

Grant: 5P50CA221747-02

SPORE for Translational Approaches to Brain Cancer

FWCI

1.19

Citation Percentile

0.8%

Citation Trend

2025

2026

hybridLicense: cc-by

journalhttps://doi.org/10.1073/pnas.2415071122

publisherhttps://doi.org/10.1073/pnas.2415071122

publisherhttps://pnas.org/doi/pdf/10.1073/pnas.2415071122

repositoryhttps://pubmed.ncbi.nlm.nih.gov/40504147

repositoryhttps://www.ncbi.nlm.nih.gov/pmc/articles/12184495

Fields of Study

Bioinformatics and Genomic NetworksGenetic Associations and EpidemiologyGenetic Mapping and Diversity in Plants and AnimalsHumansMachine LearningTranscriptomePhenotypeGenome-Wide Association StudyMultifactorial InheritanceQuantitative Trait LociModels, GeneticGenotypeGene Expression Profiling

MeSH Terms

Machine LearningGenotypeHumansModels, GeneticPhenotypeMultifactorial InheritanceGene Expression ProfilingQuantitative Trait LociGenome-Wide Association StudyTranscriptome

Keywords

Generative grammarArtificial intelligencePsychologyComputational biologyMachine learningComputer scienceBiologyNonlinear dynamicsComplex SystemsGene Regulatory NetworksBiological NetworksGenerative Deep LearningMultifactorial InheritancePhenotypeModels, GeneticGenotypeGene Expression ProfilingQuantitative Trait LociHumansBiological SciencesTranscriptomeGenome-Wide Association Study

Data for: "Generative prediction of causal gene sets responsible for complex traits"

10.5061/dryad.s4mw6m9hfDryad

Generative prediction of causal gene sets responsible for complex traits

FAIR Checklist

Authors (4)

Funding (6 grants)

Impact

Open Access

Topics

Linked Datasets (1)

Annotations (Europe PMC)