In-silico modelling of the mitogen-activated kinase (MAPK) pathway in colorectal cancer: mutations and targeted therapy

Author:

Sommariva Sara,Berra Silvia,Biddau Giorgia,Caviglia Giacomo,Benvenuto Federico,Piana Michele

Abstract

ABSTRACTChemical reaction networks are powerful tools for computing the complex nature of cancer’s onset, progression, and therapy. The main reason for their effectiveness is in the fact that these networks can be rather naturally encoded as a dynamical system whose asymptotic solution mimics the proteins’ concentration profile at equilibrium. The paper relies on this mathematical approach to investigate global and local effects on the chemical reaction network of the colorectal cancer, triggered by partial and complete mutations occurring in its mitogen-activated kinase (MAPK) pathway. Further, this same approach allowed the in-silico modelling and dosage of a multi-target therapeutic intervention that utilizes MAPK as its molecular target.

Publisher

Cold Spring Harbor Laboratory

Reference56 articles.

1. Mathematical modeling highlights the complex role of AKT in TRAIL-induced apoptosis of colorectal carcinoma cells;IScience,2019

2. Genetic alterations in colorectal cancer;Gastrointestinal cancer research: GCR,2012

3. Identification of predictive dna methylation biomarkers for chemotherapy response in colorectal cancer;Frontiers in pharmacology,2017

4. Small molecules, big impact: 20 years of targeted therapy in oncology;The Lancet,2020

5. A fast and convergent combined newton and gradient descent method for computing steady states of chemical reaction networks;arXiv preprint,2022

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3