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上皮内瘤变期间胰腺癌的数学模型。

A mathematical model for pancreatic cancer during intraepithelial neoplasia.

作者信息

Briones-Andrade Joshua, Ramírez-Santiago Guillermo, Romero-Arias J Roberto

机构信息

Facultad de Ciencias, Universidad Nacional Autónoma de México, Ciudad de Mexico, Mexico.

Instituto de Matemáticas, Universidad Nacional Autónoma de México, Juriquilla, Querétaro, Mexico.

出版信息

R Soc Open Sci. 2024 Oct 30;11(10):240702. doi: 10.1098/rsos.240702. eCollection 2024 Oct.

Abstract

Cancer is the result of complex interactions of intrinsic and extrinsic cell processes, which promote sustained proliferation, resistance to apoptosis, reprogramming and reorganization. The evolution of any type of cancer emerges from the role of the microenvironmental conditions and their impact of some molecular complexes on certain signalling pathways. The understanding of the early onset of cancer requires a multiscale analysis of the cellular microenvironment. In this paper, we analyse a qualitative multiscale model of pancreatic adenocarcinoma by modelling the cellular microenvironment through elastic cell interactions and their intercellular communication mechanisms, such as growth factors and cytokines. We focus on the low-grade dysplasia (PanIN 1) and moderate dysplasia (PanIN 2) stages of pancreatic adenocarcinoma. To this end, we propose a gene-regulatory network associated with the processes of proliferation and apoptosis of pancreatic cells and its kinetics in terms of delayed differential equations to mimic cell development. Likewise, we couple the cell cycle with the spatial distribution of cells and the transport of growth factors to show that the adenocarcinoma evolution is triggered by inflammatory processes. We show that the oncogene RAS may be an important target for developing anti-inflammatory strategies that limit the emergence of more aggressive adenocarcinomas.

摘要

癌症是细胞内在和外在过程复杂相互作用的结果,这些过程促进持续增殖、抗凋亡、重编程和重组。任何类型癌症的演变都源于微环境条件的作用及其对某些信号通路中一些分子复合物的影响。对癌症早期发病的理解需要对细胞微环境进行多尺度分析。在本文中,我们通过弹性细胞相互作用及其细胞间通讯机制(如生长因子和细胞因子)对细胞微环境进行建模,分析胰腺腺癌的定性多尺度模型。我们关注胰腺腺癌的低级别发育异常(PanIN 1)和中级别发育异常(PanIN 2)阶段。为此,我们提出一个与胰腺细胞增殖和凋亡过程相关的基因调控网络及其动力学的延迟微分方程,以模拟细胞发育。同样,我们将细胞周期与细胞的空间分布以及生长因子的运输相结合,以表明腺癌的演变是由炎症过程触发的。我们表明,癌基因RAS可能是开发抗炎策略的重要靶点,这些策略可限制更具侵袭性的腺癌的出现。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f9b4/11528534/a7d881ca0ad4/rsos.240702.f001.jpg

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