An individual-based model to explore the impact of psychological stress on immune infiltration into tumour spheroids.

IF 2 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY
Emma Leschiera, Gheed Al-Hity, Melanie S Flint, Chandrasekhar Venkataraman, Tommaso Lorenzi, Luis Almeida, Chloe Audebert
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引用次数: 0

Abstract

In recentin vitroexperiments on co-culture between breast tumour spheroids and activated immune cells, it was observed that the introduction of the stress hormone cortisol resulted in a decreased immune cell infiltration into the spheroids. Moreover, the presence of cortisol deregulated the normal levels of the pro- and anti-inflammatory cytokines IFN-γand IL-10. We present an individual-based model to explore the interaction dynamics between tumour and immune cells under psychological stress conditions. With our model, we explore the processes underlying the emergence of different levels of immune infiltration, with particular focus on the biological mechanisms regulated by IFN-γand IL-10. The set-up of numerical simulations is defined to mimic the scenarios considered in the experimental study. Similarly to the experimental quantitative analysis, we compute a score that quantifies the level of immune cell infiltration into the tumour. The results of numerical simulations indicate that the motility of immune cells, their capability to infiltrate through tumour cells, their growth rate and the interplay between these cell parameters can affect the level of immune cell infiltration in different ways. Ultimately, numerical simulations of this model support a deeper understanding of the impact of biological stress-induced mechanisms on immune infiltration.

基于个体的模型,探索心理压力对肿瘤球体内免疫渗透的影响。
在最近进行的乳腺肿瘤球体与活化免疫细胞共培养体外实验中,观察到引入应激激素皮质醇会导致免疫细胞渗入球体的减少。此外,皮质醇的存在会降低促炎和抗炎细胞因子 IFN-γ 和 IL-10 的正常水平。我们提出了一个以个体为基础的模型,以探索在心理压力条件下肿瘤和免疫细胞之间的相互作用动态。通过该模型,我们探索了不同程度的免疫浸润出现的基本过程,并特别关注了 IFN-γ 和 IL-10 所调控的生物机制。数值模拟的设置是为了模拟实验研究中的情景。与实验定量分析类似,我们计算了一个分数,以量化免疫细胞浸润肿瘤的程度。数值模拟的结果表明,免疫细胞的运动能力、渗透肿瘤细胞的能力、生长速度以及这些细胞参数之间的相互作用会以不同的方式影响免疫细胞的渗透水平。最终,该模型的数值模拟有助于更深入地了解生物应激诱导机制对免疫浸润的影响。
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
Physical biology
Physical biology 生物-生物物理
CiteScore
4.20
自引率
0.00%
发文量
50
审稿时长
3 months
期刊介绍: Physical Biology publishes articles in the broad interdisciplinary field bridging biology with the physical sciences and engineering. This journal focuses on research in which quantitative approaches – experimental, theoretical and modeling – lead to new insights into biological systems at all scales of space and time, and all levels of organizational complexity. Physical Biology accepts contributions from a wide range of biological sub-fields, including topics such as: molecular biophysics, including single molecule studies, protein-protein and protein-DNA interactions subcellular structures, organelle dynamics, membranes, protein assemblies, chromosome structure intracellular processes, e.g. cytoskeleton dynamics, cellular transport, cell division systems biology, e.g. signaling, gene regulation and metabolic networks cells and their microenvironment, e.g. cell mechanics and motility, chemotaxis, extracellular matrix, biofilms cell-material interactions, e.g. biointerfaces, electrical stimulation and sensing, endocytosis cell-cell interactions, cell aggregates, organoids, tissues and organs developmental dynamics, including pattern formation and morphogenesis physical and evolutionary aspects of disease, e.g. cancer progression, amyloid formation neuronal systems, including information processing by networks, memory and learning population dynamics, ecology, and evolution collective action and emergence of collective phenomena.
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