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

Linking Protein Stability to Pathogenicity: Predicting Clinical Significance of Single-Missense Mutations in Ocular Proteins Using Machine Learning

International Journal of Molecular Sciences(2024)10.3390/ijms252111649Source: DataRank Database

Linking Protein Stability to Pathogenicity: Predicting Clinical Significance of Single-Missense Mutations in Ocular Proteins Using Machine Learning is a research paper published in International Journal of Molecular Sciences (2024). On theSindex it has a DataRank of 0. It has been cited 1 time.

N/A

0DataRank · unranked

Scored on demand from live citation data

Open Access1 citations

Download PDF

Cite:

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 (4 grants)OA: goldTopics (25)IDs (PubMed, PMC)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

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 (2)

Yuri V. Sergeev ORCID,Iyad Majid ORCID

Live enrichment

PubMed:39519200 PMC:PMC11546782

National Eye Institute Intramural Program, NIH

Grant: ZIA EY000476-10

Intramural NIH HHS

Grant: ZIA EY000476

Extramural Program of National Eye Institute

Grant: ZIA EY000476-10 to Y.V.S

National Institutes of Health

Grant: 1ZIAEY000476-08

Proteins From Hereditary Eye Diseases: In silico and Experimental Studies

goldLicense: cc-by

publisherhttps://www.mdpi.com/1422-0067/25/21/11649/pdf?version=1730879696

publisherhttps://www.mdpi.com/1422-0067/25/21/11649/pdf

repositoryhttps://pmc.ncbi.nlm.nih.gov/articles/PMC11546782/pdf/ijms-25-11649.pdf

Europe_PMChttps://europepmc.org/articles/PMC11546782

Europe_PMChttps://europepmc.org/articles/PMC11546782?pdf=render

Fields of Study

0206 medical engineering02 engineering and technology

MeSH Terms

HumansEye Diseasescis-trans-IsomerasesEye ProteinsMutation, MissenseProtein StabilityMachine LearningClinical RelevanceRetinoid Isomerohydrolase

Keywords

computational biologyMachine LearningGenetic MutationsInherited Eye DiseaseProtein StabilityPathogenicity Predictioncis-trans-IsomerasesClinical RelevanceEye DiseasesMutation, MissenseArticleHumansEye ProteinsRetinoid Isomerohydrolase