ERK and Akt exhibit distinct signaling responses following stimulation by pro-angiogenic factors
Min Song1, Stacey D Finley2,3,4
1Department of Biomedical Engineering, University of Southern California, Los Angeles, CA, USA.
Background:
Angiogenesis plays an important role in the survival of tissues, as blood vessels provide oxygen and nutrients required by the resident cells. Thus, targeting angiogenesis is a prominent strategy in many different settings, including both tissue engineering and cancer treatment. However, not all of the approaches that modulate angiogenesis lead to successful outcomes. Angiogenesis-based therapies primarily target pro-angiogenic factors such as vascular endothelial growth factor-A (VEGF) or fibroblast growth factor (FGF) in isolation, and there is a limited understanding of how these promoters combine together to stimulate angiogenesis. Targeting one pathway could be insufficient, as alternative pathways may compensate, diminishing the overall effect of the treatment strategy.
Methods:
To gain mechanistic insight and identify novel therapeutic strategies, we have developed a detailed mathematical model to quantitatively characterize the crosstalk of FGF and VEGF intracellular signaling. The model focuses on FGF- and VEGF-induced mitogen-activated protein kinase (MAPK) signaling to promote cell proliferation and the phosphatidylinositol 3-kinase/protein kinase B (PI3K/Akt) pathway, which promotes cell survival and migration. We fit the model to published experimental datasets that measure phosphorylated extracellular regulated kinase (pERK) and Akt (pAkt) upon FGF or VEGF stimulation. We validate the model with separate sets of data.
Results:
We apply the trained and validated mathematical model to characterize the dynamics of pERK and pAkt in response to the mono- and co-stimulation by FGF and VEGF. The model predicts that for certain ranges of ligand concentrations, the maximum pERK level is more responsive to changes in ligand concentration compared to the maximum pAkt level. Also, the combination of FGF and VEGF indicates a greater effect in increasing the maximum pERK compared to the summation of individual effects, which is not seen for maximum pAkt levels. In addition, our model identifies the influential species and kinetic parameters that specifically modulate the pERK and pAkt responses, which represent potential targets for angiogenesis-based therapies.
Conclusions:
Overall, the model predicts the combination effects of FGF and VEGF stimulation on ERK and Akt quantitatively and provides a framework to mechanistically explain experimental results and guide experimental design. Thus, this model can be utilized to study the effects of pro- and anti-angiogenic therapies that particularly target ERK and/or Akt activation upon stimulation with FGF and VEGF. Video Abstract.
Insights
This study models how fibroblast growth factor (FGF) and vascular endothelial growth factor-A (VEGF) signaling pathways interact. The model reveals synergistic effects on ERK activation, offering new therapeutic targets for angiogenesis.
Area of Science:
- Cellular signaling
- Mathematical modeling
- Biomedical research
Background:
- Angiogenesis is crucial for tissue survival and is a target in tissue engineering and cancer therapy.
- Current therapies targeting single pro-angiogenic factors like VEGF or FGF often fail due to pathway redundancy.
- Understanding the complex crosstalk between signaling pathways is essential for developing effective angiogenesis-based treatments.
Purpose of the Study:
- To develop a quantitative mathematical model of intracellular signaling crosstalk between FGF and VEGF.
- To gain mechanistic insight into how FGF and VEGF signaling pathways interact to regulate cell proliferation and survival.
- To identify potential therapeutic targets for modulating angiogenesis.
Main Methods:
- Developed a detailed mathematical model of FGF- and VEGF-induced MAPK and PI3K/Akt signaling pathways.
- Fitted the model to experimental data measuring phosphorylated ERK (pERK) and Akt (pAkt) levels.
- Validated the model using independent experimental datasets.
Main Results:
- The model predicts that combined FGF and VEGF stimulation synergistically increases pERK levels more than additive effects.
- Maximum pERK levels are more sensitive to ligand concentration changes than maximum pAkt levels.
- Identified key molecular species and kinetic parameters influencing pERK and pAkt responses, suggesting potential therapeutic targets.
Conclusions:
- The mathematical model quantitatively predicts the combined effects of FGF and VEGF on ERK and Akt signaling.
- Provides a framework for understanding experimental results and guiding future experimental design in angiogenesis research.
- The model can be used to study the efficacy of anti-angiogenic therapies targeting ERK and/or Akt pathways.
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