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Identification and preliminary clinical validation of type 2 diabetes signature genes through machine learning analysis of scRNA-seq data

Frontiers in Medicine(2026)10.3389/fmed.2026.1801737Source: DataRank Database

Identification and preliminary clinical validation of type 2 diabetes signature genes through machine learning analysis of scRNA-seq data is a research paper published in Frontiers in Medicine (2026). On theSindex it has a DataRank of 0.

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datarank_citation_only_1hop_v6· scope data_onlyMethodology

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Enrichment:Impact (FWCI 0.00)OA: goldTopics (17)IDs (PubMed, PMC, OpenAlex)Annotations (1)

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Findable (1/2)

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Accessible (0/2)

Interoperable (0/2)

Reusable (0/3)

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Authors (6)

Xin Zuo,Weiyan Wang,Rui Sun ORCID,Heng Cheng,Weihua Wu ORCID

Live enrichment

PubMed:42205842 PMC:PMC13201128 OpenAlex:https://openalex.org/W7160935172

FWCI

0.00

Citation Percentile

0.4%

goldLicense: cc-by

journalhttps://www.frontiersin.org/journals/medicine/articles/10.3389/fmed.2026.1801737/pdf

publisherhttps://www.frontiersin.org/journals/medicine/articles/10.3389/fmed.2026.1801737/pdf

journalhttps://doi.org/10.3389/fmed.2026.1801737

repositoryhttps://pubmed.ncbi.nlm.nih.gov/42205842

repositoryhttps://pmc.ncbi.nlm.nih.gov/articles/PMC13201128/

Fields of Study

Single-cell and spatial transcriptomicsPancreatic function and diabetesGDF15 and Related Biomarkers

Keywords

Candidate geneTranscriptomeGeneIdentification (biology)Independent component analysisReceiver operating characteristicGene expression profilingGene expressionDiseaseType 2 diabetesMachine LearningClinical ValidationSignature GenesSingle-cell Rna Sequencing

Identification and preliminary clinical validation of type 2 diabetes signature genes through machine learning analysis of scRNA-seq data

FAIR Checklist

Authors (6)

Impact

Open Access

Topics

Annotations (Europe PMC)