bioRxivImmunology
Multi-omic profiling of pathogen-stimulated primary immune cells
R. Salz, E. E. Vorsteveld, C. I. van der Made, S. Kersten, M. Stemerdink, T. Hsieh, M. Mhlanga, M. Netea, P.-J. Volders, A. Hoischen, P. A. C. 't Hoen
Abstract
We performed long-read transcriptome and proteome profiling of pathogen-stimulated peripheral blood mononuclear cells (PBMCs) from healthy donors to discover new transcript and protein isoforms expressed during immune responses to diverse pathogens. Long-read transcriptome profiling reveals novel sequences and isoform switching induced upon pathogen stimulation, including transcripts that are difficult to detect using traditional short-read sequencing. Widespread loss of intron retention occurs as a common result of all pathogen stimulations. We highlight novel transcripts of NFKB1 and CASP1 that may indicate novel immunological mechanisms. RNA expression differences did not result in differences in the amounts of secreted proteins. Clustering analysis of secreted proteins revealed a correlation between chemokine (receptor) expression on the RNA and protein levels in C. albicans- and Poly(I:C)-stimulated PBMCs. Isoform aware long-read sequencing of pathogen-stimulated immune cells highlights the potential of these methods to identify novel transcripts, revealing a more complex transcriptome landscape than previously appreciated.
- organism: human
- assay: long-read sequencing
- assay: proteomics
- research focus: cell type annotation
- research focus: differential expression
- approach: deep learning
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