Experimental and computational studies of IL-6 signaling in endothelial cells under hypoxia serum starvation conditions

Abstract

Many diseases associated with angiogenesis involve inflammatory cytokine mediated responses. Targeting angiogenesis as a predominant strategy has shown limited effects in many contexts including peripheral arterial disease (PAD). One potential reason for the unsuccessful outcome is the interdependence between inflammation and angiogenesis. Inflammation-based therapies primarily target inflammatory cytokines such as interleukin-6 (IL-6) in T cells, macrophages, cancer cells, muscle cells. However, the mechanism of how these cytokines act on endothelial cells under PAD-specific hypoxia serum starvation (HSS) conditions are not well understood. Thus, we focus on one of the major inflammatory cytokines, IL-6, mediated intracellular signaling in endothelial cells under HSS conditions by conducting relevant in vitro experiments on human umbilical vein endothelial cells (HUVECs) and developing an experimentally validated computational model. Our model quantitatively characterized the effects of IL-6 classic and trans-signaling in activating the signal transducer and activator of transcription 3 (STAT3), phosphatidylinositol 3-kinase/protein kinase B (PI3K/Akt), and mitogen-activated protein kinase (MAPK) signaling to phosphorylate STAT3, extracellular regulated kinase (ERK) and Akt, respectively in endothelial cells under HSS condition. The trained and validated experiment-based computational model was used to characterize the dynamics of phosphorylated STAT3 (pSTAT3), Akt (pAkt), and ERK (pERK) in response to IL-6 classic and/or trans-signaling under HSS conditions. The model predicts that IL-6 classic and trans-signaling induced responses are dose dependent. In addition, IL-6 trans-signaling induces greater downstream signaling responses compared to classic signaling and plays a dominant role in the overall effects due to a tighter binding of the ligand and receptors and an abundant supply of soluble receptor sIL-6R because of the experimental setting. Moreover, our model identifies the species and kinetic parameters that specifically have a significant impact on the phosphorylation of STAT3, Akt, and ERK, which represent potential targets for the inflammatory cytokine mediated signaling and angiogenesis-based therapies under HSS conditions. Overall, the model predicts the effects of IL-6 classic and/or trans-signaling stimulation under HSS condition quantitatively and provides a framework for analyzing and integrating experimental data. More broadly, this model can be applied to identify potential targets that influence inflammatory cytokine mediated signaling in endothelial cells under HSS conditions and to investigate the effects of angiogenesis- and inflammation-based therapies specific to PAD.