Innate sensor responses set a supra-unitary threshold for viral replication
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Updated: Oct 31, 2026

Dissecting Innate Immune Signaling in Viral Evasion of Cytokine Production
Published on: March 2, 2014
Kojiro Mukai1, Dongya Jia2, Mamata Panigrahi1
1Laboratory of Host-Pathogen Dynamics, National Heart Lung and Blood Institute (NHLBI), National Institutes of Health (NIH), Bethesda, MD, USA.
Abstract:
Cells resist viral infection by triggering rapid and sensitive innate immune responses, initiated by cytoplasmic viral sensor proteins (CyVSP), retinoic acid-inducible gene I (RIG-I), melanoma differentiation-associated protein 5 (MDA-5), and protein kinase R (PKR). Our single-cell analysis reveals that viral replication requires a supra-unitary viral genome input, significantly more than one, which we define as the virion input threshold for replication (VITREP). This threshold varies depending on viruses and cell types, independently of viral protein synthesis. Through mathematical modeling and experimental testing, we uncover that supra-unitary viral genome quantities activate negative feedback regulators (NFR) of CyVSP, including death-associated protein kinase 1 (DAPK1), Rio kinase 3 (RIOK3), and protein phosphatase 2 regulatory subunit alpha (PPP2R2A), that suppress innate immune responses and allow replication. We validate key predictions of our model, namely that downregulating NFR reduces replication, whereas upregulating NFR or coinfecting cells promotes replication. Together, these findings reveal a fundamental mechanism governing viral infectivity and tissue tropism.
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