Redefining De Novo Gammaherpesvirus Infection Through High-Dimensional, Single-Cell Analysis of Virus and Host
Berger, J. N.; Sanford, B.; Kimball, A. K.; Oko, L. M.; Kaspar, R. E.; Niemeyer, B. F.; Jones, K. L.; Clambey, E. T.; van Dyk, L. F.
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Virus infection is frequently characterized using bulk cell populations. How these findings correspond to infection in individual cells remains unclear. Here, we integrate high-dimensional single-cell approaches to quantify viral and host RNA and protein expression signatures using de novo infection with a well-characterized model gammaherpesvirus. While infected cells demonstrated genome-wide transcription, individual cells revealed pronounced variation in gene expression, with only 9 of 80 annotated viral open reading frames uniformly expressed in all cells, and a 1000-fold variation in viral RNA expression between cells. Single-cell analysis further revealed positive and negative gene correlations, many uniquely present in a subset of cells. Beyond variation in viral gene expression, individual cells demonstrated a pronounced, dichotomous signature in host gene expression, revealed by measuring host RNA abundance and post-translational protein modifications. These studies provide a resource for the high-dimensional analysis of virus infection, and a conceptual framework to define virus infection as the sum of virus and host responses at the single-cell level. HIGHLIGHTSO_LICyTOF and scRNA-seq identify wide variation in gene expression between infected cells. C_LIO_LIHost RNA expression and post-translational modifications stratify virus infection. C_LIO_LISingle cell RNA analysis reveals new relationships in viral gene expression. C_LIO_LISimultaneous measurement of virus and host defines distinct infection states. C_LI
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