Abstract

Although many of the signaling networks activated by receptor tyrosine kinases (RTKs) and cytokine receptors are well understood, how these networks interconnect is much less clear. We set out to determine how cells respond to simultaneous exposure to opposing signals and how their downstream networks process this information. Using six isogenic cell lines, each stably transfected with a different RTK, we found that, in each case, the cognate growth factor induced proliferation, whereas TNFα induced apoptosis. Surprisingly, when the cells were treated simultaneously with growth factor and TNFα, the growth factor enhanced, rather than antagonized, TNFα-induced cell death. In contrast, TNFα had no effect on growth factor-induced proliferation, suggesting that cross-talk between these networks is unidirectional. A quantitative, system-wide study of signaling at early and late time points corroborated this observation: proteins in the RTK networks were not affected by TNFα treatment, but proteins in the TNFα network were affected by growth factors. These studies also highlighted the stress mitogen-activated protein kinase proteins p38 and c-Jun N-terminal kinase as the key nodes of signal integration, and their activation states at an early time point correlated well with subsequent measurements of apoptosis. Knocking down cRaf reduced the growth factor enhancement of TNFα-induced apoptosis, highlighting its role as a regulator of network cross-talk upstream of p38 and c-Jun N-terminal kinase. Overall, we found that when cells encounter conflicting stimuli, their phenotypic response is determined not by the sum of isolated processes, but by how their signaling networks interconnect. This underscores the need to build mechanistic models of network integration as a first step in predicting cellular behavior in complex settings and in rationally designing combination therapies.

Highlights

  • From the ‡Department of Molecular and Cellular Biology, Harvard University, Cambridge, Massachusetts 02138 and the §Department of Systems Biology, Harvard Medical School, Boston, Massachusetts 02115

  • We have previously shown that Receptor tyrosine kinases (RTKs) differentially activate the same signaling networks when placed in the same cellular background [1], and we proposed that the combination of these differences may allow different RTKs to generate diverse cellular outcomes in the same cell type

  • Cross-talk Regulates Apoptosis but Not Proliferation—We previously generated six isogenic cell lines based on HEK293FlpIn cells, each stably expressing a different RTK: EGFR, fibroblast growth factor receptor 1 (FGFR1), insulin-like growth factor 1 receptor (IGF1R), hepatocyte growth factor receptor (MET), neurotrophic tyrosine kinase receptor type 2 (NTRK2), and PDGFR␤ [1]

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Summary

Introduction

From the ‡Department of Molecular and Cellular Biology, Harvard University, Cambridge, Massachusetts 02138 and the §Department of Systems Biology, Harvard Medical School, Boston, Massachusetts 02115. To further understand where cross-talk occurs between RTK and TNFR signaling networks and how signal integration affects cellular outcome, we treated six isogenic RTK-transfected cell lines individually or simultaneously with TNF␣ and the relevant growth factors.

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