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DNA methylation clocks struggle to distinguish inflammaging from healthy aging, but feature rectification improves coherence and enhances detection of inflammaging

GeroScience(2025)10.1007/s11357-024-01460-1Source: DataRank Database

DNA methylation clocks struggle to distinguish inflammaging from healthy aging, but feature rectification improves coherence and enhances detection of inflammaging is a research paper published in GeroScience (2025). On theSindex it has a DataRank of 0. It has been cited 5 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access5 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (4 grants)Impact (FWCI 2.07)OA: hybridTopics (47)IDs (PubMed, PMC, OpenAlex)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

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Authors (3)

Michael J. Conboy ORCID,Irina M. Conboy ORCID,Colin M. Skinner ORCID

Live enrichment

PubMed:39825170 PMC:PMC12181618 OpenAlex:https://openalex.org/W4406513538

National Institue of Aging

Grant: 1R01AG071787

NIA NIH HHS

Grant: R01 AG071787

National Institutes of Health

Grant: 5T32GM098218-08

Stem Cell Biological Engineering Training Program

National Institutes of Health

Grant: 5R01AG071787-05

Identifying signatures of brain aging through heterochronic blood exchange

FWCI

2.07

Citation Percentile

0.9%

Citation Trend

2025

2026

hybridLicense: cc-by

journalhttps://link.springer.com/content/pdf/10.1007/s11357-024-01460-1.pdf

publisherhttps://link.springer.com/content/pdf/10.1007/s11357-024-01460-1.pdf

publisherhttps://link.springer.com/article/10.1007/s11357-024-01460-1/fulltext.html

journalhttps://doi.org/10.1007/s11357-024-01460-1

repositoryhttps://pubmed.ncbi.nlm.nih.gov/39825170

Fields of Study

Epigenetics and DNA MethylationImmune responses and vaccinationsCircadian rhythm and melatonin

MeSH Terms

Machine LearningHealthy AgingAgedAged, 80 and overAgingFemaleHumansInflammationMaleMiddle AgedBiomarkersDNA Methylation

Keywords

DNA methylationCoherence (philosophical gambling strategy)Feature (linguistics)RectificationComputer sciencePsychologyCognitive psychologyMedicineBiologyGeneEngineeringGeneticsPhysicsAgingFeature SelectionL1 PenaltyElastic Net RegressionDna Methylation ClockForward Stepwise SelectionPbmc ClockInflammationMaleAged, 80 and overMiddle AgedArticleHealthy AgingMachine LearningHumansOriginal ArticleFemaleBiomarkersAged