Abstract

Cellular communication via intracellular signalling pathways is crucial. Expression and activation of signalling proteins is heterogenous between isogenic cells of the same cell-type. However, mechanisms evolved to enable sufficient communication and to ensure cellular functions. We use information theory to clarify mechanisms facilitating IL-6-induced JAK/STAT signalling despite cell-to-cell variability. We show that different mechanisms enabling robustness against variability complement each other. Early STAT3 activation is robust as long as cytokine concentrations are low. Robustness at high cytokine concentrations is ensured by high STAT3 expression or serine phosphorylation. Later the feedback-inhibitor SOCS3 increases robustness. Channel Capacity of JAK/STAT signalling is limited by cell-to-cell variability in STAT3 expression and is affected by the same mechanisms governing robustness. Increasing STAT3 amount increases Channel Capacity and robustness, whereas increasing STAT3 tyrosine phosphorylation reduces robustness but increases Channel Capacity. In summary, we elucidate mechanisms preventing dysregulated signalling by enabling reliable JAK/STAT signalling despite cell-to-cell heterogeneity.

Highlights

  • Cellular communication via intracellular signalling pathways is crucial

  • The ubiquitous Janus kinase (JAK)/signal transducer and activator of transcription (STAT) pathway orchestrates information transmitted by a large number of cytokines and growth factors, which are involved in the regulation of the immune system, differentiation, growth, and regeneration

  • We show that the feedback-inhibitor suppressor of cytokine signalling 3 (SOCS3) and phosphorylation of STAT3 at serine 727 enable robust activation of STAT3 by limiting STAT3 tyrosine phosphorylation

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Summary

Introduction

Cellular communication via intracellular signalling pathways is crucial. Expression and activation of signalling proteins is heterogenous between isogenic cells of the same cell-type. We use information theory to clarify mechanisms facilitating IL-6-induced JAK/ STAT signalling despite cell-to-cell variability. Channel Capacity of JAK/STAT signalling is limited by cell-tocell variability in STAT3 expression and is affected by the same mechanisms governing robustness. Information transfer occurs between organisms and between cells within multi-cellular organisms This cellto-cell communication is mediated by soluble factors such as cytokines that activate intracellular signalling pathways. The ubiquitous Janus kinase (JAK)/signal transducer and activator of transcription (STAT) pathway orchestrates information transmitted by a large number of cytokines and growth factors, which are involved in the regulation of the immune system, differentiation, growth, and regeneration. The activated IL-6 receptor complex transmits information about the presence of IL-6 from the extracellular space into the cytoplasm To this end JAKs, which are constitutively associated with glycoprotein 130, become activated. The maximum number of inputs is calculated as 2 to the power of Channel Capacity

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