Genome Research · 2020 · 37 citations · 33 references
PathologyTranscriptomics TechnologyDifferent LocationsCell SpecializationGene Expression ProfilingPrimary CellsTranscriptional RegulationSingle Cell SequencingHuman BodyGene ExpressionSingle-cell AnalysisBioinformaticsFunctional GenomicsCell BiologyTranscription RegulationHuman CellDevelopmental BiologySystems BiologyMedicineHuman TissueMajor Cell Types
We have produced RNA sequencing data for 53 primary cells from different locations in the human body. The clustering of these primary cells reveals that most cells in the human body share a few broad transcriptional programs, which define five major cell types: epithelial, endothelial, mesenchymal, neural, and blood cells. These act as basic components of many tissues and organs. Based on gene expression, these cell types redefine the basic histological types by which tissues have been traditionally classified. We identified genes whose expression is specific to these cell types, and from these genes, we estimated the contribution of the major cell types to the composition of human tissues. We found this cellular composition to be a characteristic signature of tissues and to reflect tissue morphological heterogeneity and histology. We identified changes in cellular composition in different tissues associated with age and sex, and found that departures from the normal cellular composition correlate with histological phenotypes associated with disease.
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R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 352.8K citations · Full text
STAR: ultrafast universal RNA-seq aligner
Alexander Dobin, Carrie Davis, Felix Schlesinger et al. · Bioinformatics · 2012 · 53.2K citations · Full text
An integrated encyclopedia of DNA elements in the human genome
Nature · 2012 · 18.9K citations · Full text
Chromatin, Dna Sequencing, Dna +12