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Updated: Apr 16, 2026

Preparation Of Neovascular Tissues from Human Glioma Tissues for Quantitative Proteomics Analysis of Tumor Angiogenesis
Published on: March 20, 2026
Systems pharmacology approaches for optimization of antiangiogenic therapies: challenges and opportunities
1Department of Pharmaceutical Sciences, College of Pharmacy, The University of Oklahoma Health Sciences Center , Oklahoma City, OK, USA.
Abstract:
Targeted therapies have become an important therapeutic paradigm for multiple malignancies. The rapid development of resistance to these therapies impedes the successful management of advanced cancer. Due to the redundancy in angiogenic signaling, alternative proangiogenic factors are activated upon treatment with anti-VEGF agents. Higher doses of the agents lead to greater stimulation of compensatory proangiogenic pathways that limit the therapeutic efficacy of VEGF-targeted drugs and produce escape mechanisms for tumor. Evidence suggests that dose intensity and schedules affect the dynamics of the development of this resistance. Thus, an optimal dosing regimen is crucial to maximizing the therapeutic benefit of antiangiogenic agents and limiting treatment resistance. A systems pharmacology approach using multiscale computational modeling can facilitate a mechanistic understanding of these dynamics of angiogenic biomarkers and their impacts on tumor reduction and resistance. Herein, we discuss a systems pharmacology approach integrating the biology of VEGF-targeted therapy resistance, including circulating biomarkers, and pharmacodynamics to enable the optimization of antiangiogenic therapy for therapeutic gains.
Insights
Targeted therapies for cancer face resistance due to compensatory angiogenic pathways. Optimizing dosing regimens using systems pharmacology can improve therapeutic benefits and overcome tumor resistance.
Area of Science:
- Oncology
- Pharmacology
- Biomedical Engineering
Background:
- Targeted therapies are crucial for cancer treatment but face significant challenges from acquired resistance.
- Resistance often arises from the activation of alternative proangiogenic pathways, particularly in response to anti-VEGF agents.
- Tumor escape mechanisms and limited therapeutic efficacy are linked to compensatory signaling and drug dosing strategies.
Purpose of the Study:
- To explore the mechanisms of resistance to anti-VEGF targeted therapies in advanced cancer.
- To investigate the role of compensatory proangiogenic pathways and circulating biomarkers in treatment resistance.
- To propose a systems pharmacology approach for optimizing antiangiogenic therapy dosing.
Main Methods:
- Utilizing a systems pharmacology approach with multiscale computational modeling.
- Integrating data on VEGF-targeted therapy resistance, circulating biomarkers, and pharmacodynamics.
- Analyzing the dynamics of angiogenic biomarkers and their impact on tumor reduction and resistance.
Main Results:
- Higher doses of anti-VEGF agents can paradoxically increase compensatory proangiogenic signaling.
- Dose intensity and scheduling significantly influence the development dynamics of therapeutic resistance.
- A mechanistic understanding of biomarker dynamics is key to predicting and overcoming resistance.
Conclusions:
- Optimal dosing regimens are critical for maximizing the therapeutic benefit of antiangiogenic agents.
- Systems pharmacology offers a powerful framework for understanding and mitigating VEGF-targeted therapy resistance.
- Integrating biomarker data and pharmacodynamics can lead to improved antiangiogenic treatment strategies for cancer patients.
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