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Mathematical Modeling and Inference of Epidermal Growth Factor-Induced Mitogen-Activated Protein Kinase Cell Signaling Pathways

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成果类型:
期刊论文
作者:
Feng, Jinping;Zhang, Xinan;Tian, Tianhai
通讯作者:
Tian, TH
作者机构:
[Feng, Jinping] Henan Univ, Sch Math & Stat, Kaifeng 475001, Peoples R China.
[Zhang, Xinan] Cent China Normal Univ, Sch Math & Stat, Wuhan 430079, Peoples R China.
[Tian, Tianhai] Monash Univ, Sch Math, Melbourne 3800, Australia.
通讯机构:
[Tian, TH ] M
Monash Univ, Sch Math, Melbourne 3800, Australia.
语种:
英文
关键词:
cell signaling pathway;epidermal growth factor;inference;mathematical model;mitogen-activated protein kinase;single cell
期刊:
International Journal of Molecular Sciences
ISSN:
1661-6596
年:
2024
卷:
25
期:
18
基金类别:
National Natural Science Foundation of China; [11871238]; [11931019]; [12371486]
机构署名:
本校为其他机构
院系归属:
数学与统计学学院
摘要:
The mitogen-activated protein kinase (MAPK) pathway is an important intracellular signaling cascade that plays a key role in various cellular processes. Understanding the regulatory mechanisms of this pathway is essential for developing effective interventions and targeted therapies for related diseases. Recent advances in single-cell proteomic technologies have provided unprecedented opportunities to investigate the heterogeneity and noise within complex, multi-signaling networks across diverse cells and cell types. Mathematical modeling has become a powerful interdisciplinary tool that bridg...

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