Lee Jamie, Mannan Ahmad A, Miyano Takuya, Irvine Alan D, Tanaka Reiko J
Department of Bioengineering, Imperial College London, London, United Kingdom.
Clinical Medicine, Trinity College Dublin, The University of Dublin, Dublin, Ireland.
JID Innov. 2024 Feb 28;4(3):100269. doi: 10.1016/j.xjidi.2024.100269. eCollection 2024 May.
(SA) colonizes and can damage skin in atopic dermatitis lesions, despite being commonly found with (SE), a commensal that can inhibit SA's virulence and kill SA. In this study, we developed an model, termed a virtual skin site, describing the dynamic interplay between SA, SE, and the skin barrier in atopic dermatitis lesions to investigate the mechanisms driving skin damage by SA and SE. We generated 10 virtual skin sites by varying model parameters to represent different skin physiologies and bacterial properties. analysis revealed that virtual skin sites with no skin damage in the model were characterized by parameters representing stronger SA and SE growth attenuation than those with skin damage. This inspired an treatment strategy combining SA-killing with an enhanced SA-SE growth attenuation, which was found through simulations to recover many more damaged virtual skin sites to a non-damaged state, compared with SA-killing alone. This study demonstrates that modelling can help elucidate the key factors driving skin damage caused by SA-SE colonization in atopic dermatitis lesions and help propose strategies to control it, which we envision will contribute to the design of promising treatments for clinical studies.
金黄色葡萄球菌(SA)可在特应性皮炎皮损中定植并损害皮肤,尽管它通常与表皮葡萄球菌(SE)共存,而表皮葡萄球菌是一种共生菌,能够抑制金黄色葡萄球菌的毒力并杀死金黄色葡萄球菌。在本研究中,我们开发了一种模型,称为虚拟皮肤位点,用于描述特应性皮炎皮损中金黄色葡萄球菌、表皮葡萄球菌和皮肤屏障之间的动态相互作用,以研究金黄色葡萄球菌和表皮葡萄球菌导致皮肤损伤的机制。我们通过改变模型参数生成了10个虚拟皮肤位点,以代表不同的皮肤生理状态和细菌特性。分析表明,模型中无皮肤损伤的虚拟皮肤位点的特征是,与有皮肤损伤的位点相比,代表金黄色葡萄球菌和表皮葡萄球菌生长衰减更强的参数。这启发了一种治疗策略,即将杀死金黄色葡萄球菌与增强金黄色葡萄球菌 - 表皮葡萄球菌生长衰减相结合,通过模拟发现,与单独杀死金黄色葡萄球菌相比,这种策略能使更多受损的虚拟皮肤位点恢复到未受损状态。本研究表明,建模有助于阐明特应性皮炎皮损中金黄色葡萄球菌 - 表皮葡萄球菌定植导致皮肤损伤的关键因素,并有助于提出控制该损伤的策略,我们设想这将有助于设计有前景的临床研究治疗方法。