A mathematical model for pancreatic cancer during intraepithelial neoplasia.

IF 2.9 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Royal Society Open Science Pub Date : 2024-10-30 eCollection Date: 2024-10-01 DOI:10.1098/rsos.240702
Joshua Briones-Andrade, Guillermo Ramírez-Santiago, J Roberto Romero-Arias
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引用次数: 0

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.

上皮内瘤变期胰腺癌数学模型。
癌症是细胞内在和外在过程复杂相互作用的结果,这些过程促进细胞持续增殖、抵抗凋亡、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以及某些分子复合物对某些信号通路的影响。要了解癌症的早期发病,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信机制(如生长因子和细胞因子)来模拟细胞微环境,从而分析了胰腺癌的定性多尺度模型。我们的研究重点是胰腺腺癌的低度发育不良(PanIN 1)和中度发育不良(PanIN 2)阶段。为此,我们提出了一个与胰腺细胞增殖和凋亡过程相关的基因调控网络,并通过延迟微分方程模拟细胞发育的动力学过程。同样,我们将细胞周期与细胞的空间分布和生长因子的运输结合起来,证明腺癌的演变是由炎症过程引发的。我们表明,癌基因 RAS 可能是开发抗炎策略的重要目标,从而限制更具侵袭性腺癌的出现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Royal Society Open Science
Royal Society Open Science Multidisciplinary-Multidisciplinary
CiteScore
6.00
自引率
0.00%
发文量
508
审稿时长
14 weeks
期刊介绍: Royal Society Open Science is a new open journal publishing high-quality original research across the entire range of science on the basis of objective peer-review. The journal covers the entire range of science and mathematics and will allow the Society to publish all the high-quality work it receives without the usual restrictions on scope, length or impact.
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