Impact of oxygen and glucose availability on the viability and connectivity of islet cells: A computational study of reconstructed avascular human islets.

IF 3.8 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS PLoS Computational Biology Pub Date : 2024-08-13 eCollection Date: 2024-08-01 DOI:10.1371/journal.pcbi.1012357
Gerardo J Félix-Martínez, Diana Osorio-Londoño, J Rafael Godínez-Fernández
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Abstract

The experimental study and transplantation of pancreatic islets requires their isolation from the surrounding tissue, and therefore, from the vasculature. Under these conditions, avascular islets rely on the diffusion of peripheral oxygen and nutrients to comply with the requirements of islet cells while responding to changes in body glucose. As a complement to the experimental work, computational models have been widely used to estimate how avascular islets would be affected by the hypoxic conditions found both in culture and transplant sites. However, previous models have been based on simplified representations of pancreatic islets which has limited the reach of the simulations performed. Aiming to contribute with a more realistic model of avascular human islets, in this work we used architectures of human islets reconstructed from experimental data to simulate the availability of oxygen for α, β and δ-cells, emulating culture and transplant conditions at different glucose concentrations. The modeling approach proposed allowed us to quantitatively estimate how the loss of cells due to severe hypoxia would impact interactions between islet cells, ultimately segregating the islet into disconnected subnetworks. According to the simulations performed, islet encapsulation, by reducing the oxygen available within the islets, could severely compromise cell viability. Moreover, our model suggests that even without encapsulation, only microislets composed of less than 100 cells would remain viable in oxygenation conditions found in transplant sites. Overall, in this article we delineate a novel modeling methodology to simulate detailed avascular islets in experimental and transplant conditions with potential applications in the field of islet encapsulation.

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氧气和葡萄糖的可用性对胰岛细胞活力和连接性的影响:对重建的无血管人类胰岛的计算研究。
胰岛的实验研究和移植需要将其与周围组织分离,因此也需要与血管分离。在这些条件下,无血管胰岛依靠外周氧气和营养物质的扩散来满足胰岛细胞的需求,同时对体内葡萄糖的变化做出反应。作为实验工作的补充,计算模型已被广泛用于估计无血管胰岛细胞在培养和移植场所的缺氧条件下会受到怎样的影响。然而,以前的模型都是基于胰岛的简化表示,这限制了模拟的范围。为了给无血管的人类胰岛提供一个更真实的模型,我们在这项工作中使用了根据实验数据重建的人类胰岛结构来模拟α、β和δ细胞的氧气供应情况,模拟不同葡萄糖浓度下的培养和移植条件。所提出的建模方法使我们能够定量估计严重缺氧导致的细胞损失将如何影响胰岛细胞之间的相互作用,最终将胰岛分离成互不相连的子网络。根据模拟结果,胰岛包裹会减少胰岛内可用的氧气,从而严重影响细胞的存活率。此外,我们的模型还表明,即使没有封装,在移植场所的供氧条件下,也只有由少于 100 个细胞组成的微小胰岛才能保持活力。总之,在这篇文章中,我们描述了一种新的建模方法,用于模拟实验和移植条件下详细的无血管胰岛,在胰岛封装领域具有潜在的应用价值。
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
PLoS Computational Biology
PLoS Computational Biology BIOCHEMICAL RESEARCH METHODS-MATHEMATICAL & COMPUTATIONAL BIOLOGY
CiteScore
7.10
自引率
4.70%
发文量
820
审稿时长
2.5 months
期刊介绍: PLOS Computational Biology features works of exceptional significance that further our understanding of living systems at all scales—from molecules and cells, to patient populations and ecosystems—through the application of computational methods. Readers include life and computational scientists, who can take the important findings presented here to the next level of discovery. Research articles must be declared as belonging to a relevant section. More information about the sections can be found in the submission guidelines. Research articles should model aspects of biological systems, demonstrate both methodological and scientific novelty, and provide profound new biological insights. Generally, reliability and significance of biological discovery through computation should be validated and enriched by experimental studies. Inclusion of experimental validation is not required for publication, but should be referenced where possible. Inclusion of experimental validation of a modest biological discovery through computation does not render a manuscript suitable for PLOS Computational Biology. Research articles specifically designated as Methods papers should describe outstanding methods of exceptional importance that have been shown, or have the promise to provide new biological insights. The method must already be widely adopted, or have the promise of wide adoption by a broad community of users. Enhancements to existing published methods will only be considered if those enhancements bring exceptional new capabilities.
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