2025
Scale-free and unbiased transformer with tokenization for cell type annotation from single-cell RNA-seq data
Zhang H, Jiang Z, Zhang S, Tu L, Carlson D. Scale-free and unbiased transformer with tokenization for cell type annotation from single-cell RNA-seq data. Pattern Recognition 2025, 168: 111724. DOI: 10.1016/j.patcog.2025.111724.Peer-Reviewed Original ResearchSingle-cell RNA-seq dataHigh-throughput single-cell RNA sequencingGene pathway informationCell type annotationRNA-seq dataSingle-cell datasetsSingle-cell RNA sequencingGene expression vectorScRNA-seqPathway informationDiverse speciesRNA sequencingExpression vectorAnnotation methodGene expressionDropout eventsExpression patternsGenesSpeciesType annotationsAnnotationCellsComprehensive intra-Cell levelSequence
2024
SINGLE-CELL ANALYSIS OF SOMATIC MUTATIONS IN HUMAN LUNG REVEALS ASSOCIATION WITH TRANSCRIPTIONAL CHANGES IN AGING
De Man R, Adams T, McDonough J, Cala-Garcia J, Moss B, Yan X, Rosas I, Kaminski N. SINGLE-CELL ANALYSIS OF SOMATIC MUTATIONS IN HUMAN LUNG REVEALS ASSOCIATION WITH TRANSCRIPTIONAL CHANGES IN AGING. Innovation In Aging 2024, 8: 571-572. PMCID: PMC11690935, DOI: 10.1093/geroni/igae098.1872.Peer-Reviewed Original ResearchSomatic mutationsMutational burdenCell type annotationAlveolar type 1DNA damage response genesAnalysis of somatic mutationsSomatic mutation accumulationAccumulation of somatic mutationsCell typesUbiquitin ligase geneDamage response genesLoss of cell functionAnalyzed somatic mutationsDecreased expressionSingle-cell RNAseqLigase geneMutation accumulationTop genesSignaling GenesCell marker genesResponse genesTranscriptional changesAlveolar type 1 cellsGenesMarker genes
2023
Integrated Analysis of Tracheobronchial Fluid from Before and After Cardiopulmonary Bypass Reveals Activation of the Integrated Stress Response and Altered Pulmonary Microvascular Permeability
Habet V, Li N, Qi J, Peng G, Charkoftaki G, Vasiliou V, Sharma L, Pober J, Dela Cruz C, Yan X, Pierce R. Integrated Analysis of Tracheobronchial Fluid from Before and After Cardiopulmonary Bypass Reveals Activation of the Integrated Stress Response and Altered Pulmonary Microvascular Permeability. The Yale Journal Of Biology And Medicine 2023, 96: 23-42. PMID: 37009190, PMCID: PMC10052603, DOI: 10.59249/kfyz8002.Peer-Reviewed Original ResearchConceptsIntegrated stress responseProteomic analysisTranscriptional activityStress responseSingle-cell RNA sequencingCell RNA sequencingHuman pulmonary microvascular endothelial cellsMulti-omics approachCell type annotationRespiratory transport chainUnbiased proteomic analysisUpregulation of proteinsIngenuity Pathway AnalysisCardiopulmonary bypassCell clusteringProtective cellular responseFunctional cellular assaysDistinct cell populationsDEG analysisCellular phenotypesRNA sequencingPathway analysisTransport chainCellular responsesImmune cells
2022
Benchmarking automated cell type annotation tools for single-cell ATAC-seq data
Wang Y, Sun X, Zhao H. Benchmarking automated cell type annotation tools for single-cell ATAC-seq data. Frontiers In Genetics 2022, 13: 1063233. PMID: 36583014, PMCID: PMC9792779, DOI: 10.3389/fgene.2022.1063233.Peer-Reviewed Original ResearchCell type annotationScATAC-seq dataScRNA-seq dataScATAC-seqCell typesSingle-cell ATAC-seq dataAvailable single-cell datasetsRegulatory genomic regionsScRNA-seq data setsSingle-cell datasetsATAC-seq dataNovel cell typesSimilar cell typesSeurat v3Genomic regionsSequencing depthComplex tissuesDeep annotationAnnotationCellular compositionHuman tissuesType annotationsAnnotation toolAnnotation methodLabel transfer
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