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Computer-aided targeting of the PI3K/Akt/mTOR pathway: toxicity reduction and therapeutic opportunities
1Department of Biology, South University of Science and Technology of China, 1088 Xueyuan Rd., Shenzhen 518055, China. li.t@sustc.edu.cn.
Abstract:
The PI3K/Akt/mTOR pathway plays an essential role in a wide range of biological functions, including metabolism, macromolecular synthesis, cell growth, proliferation and survival. Its versatility, however, makes it a conspicuous target of many pathogens; and the consequential deregulations of this pathway often lead to complications, such as tumorigenesis, type 2 diabetes and cardiovascular diseases. Molecular targeted therapy, aimed at modulating the deregulated pathway, holds great promise for controlling these diseases, though side effects may be inevitable, given the ubiquity of the pathway in cell functions. Here, we review a variety of factors found to modulate the PI3K/Akt/mTOR pathway, including gene mutations, certain metabolites, inflammatory factors, chemical toxicants, drugs found to rectify the pathway, as well as viruses that hijack the pathway for their own synthetic purposes. Furthermore, this evidence of PI3K/Akt/mTOR pathway alteration and related pathogenesis has inspired the exploration of computer-aided targeting of this pathway to optimize therapeutic strategies. Herein, we discuss several possible options, using computer-aided targeting, to reduce the toxicity of molecularly-targeted therapy, including mathematical modeling, to reveal system-level control mechanisms and to confer a low-dosage combination therapy, the potential of PP2A as a therapeutic target, the formulation of parameters to identify patients who would most benefit from specific targeted therapies and molecular dynamics simulations and docking studies to discover drugs that are isoform specific or mutation selective so as to avoid undesired broad inhibitions. We hope this review will stimulate novel ideas for pharmaceutical discovery and deepen our understanding of curability and toxicity by targeting the PI3K/Akt/mTOR pathway.
Insights
The PI3K/Akt/mTOR pathway is crucial for cell functions but often dysregulated in diseases like cancer. Computer-aided strategies can optimize targeted therapies to reduce side effects and improve patient outcomes.
Area of Science:
- Molecular Biology
- Pharmacology
- Computational Biology
Background:
- The Phosphatidylinositol 3-kinase/Akt/Mammalian target of rapamycin (PI3K/Akt/mTOR) pathway regulates vital cellular processes like metabolism, growth, and survival.
- Dysregulation of this pathway is implicated in major diseases, including cancer, type 2 diabetes, and cardiovascular conditions.
- While molecularly targeted therapies show promise, their efficacy is limited by pathway ubiquity and potential side effects.
Purpose of the Study:
- To review factors modulating the PI3K/Akt/mTOR pathway.
- To explore computer-aided strategies for optimizing targeted therapies against this pathway.
- To discuss methods for reducing treatment toxicity and improving therapeutic outcomes.
Main Methods:
- Literature review of factors influencing the PI3K/Akt/mTOR pathway (gene mutations, metabolites, toxicants, viruses).
- Discussion of computational approaches for therapeutic strategy optimization.
- Exploration of mathematical modeling, patient stratification, and molecular simulations (dynamics, docking).
Main Results:
- Identified diverse modulators of the PI3K/Akt/mTOR pathway, highlighting its complex role in pathogenesis.
- Proposed computer-aided targeting strategies to enhance precision and reduce toxicity of molecular therapies.
- Highlighted potential for isoform-specific or mutation-selective drug discovery.
Conclusions:
- Targeting the PI3K/Akt/mTOR pathway offers therapeutic potential for various diseases.
- Computational methods are crucial for developing safer and more effective targeted treatments.
- Further research can deepen understanding of pathway-related curability and toxicity.
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