School of Chemical Engineering, Sungkyunkwan University, Suwon, Gyeonggi-do, Republic of Korea.
Department of Biomedical Informatics, Hanyang University, Seoul, Republic of Korea.
Front Cell Infect Microbiol. 2023 Jul 13;13:1099314. doi: 10.3389/fcimb.2023.1099314. eCollection 2023.
, one of the most abundant skin microbes found in the sebaceous gland, is known to contribute to the development of acne vulgaris when its strains become imbalanced. The current limitations of acne treatment using antibiotics have caused an urgent need to develop a systematic strategy for selectively targeting , which can be achieved by characterizing their cellular behaviors under various skin environments. To this end, we developed a genome-scale metabolic model (GEM) of virulent , CA843, based on the genome information of a relevant strain from ribotype 5 to comprehensively understand the pathogenic traits of in the skin environment. We validated the model qualitatively by demonstrating its accuracy prediction of propionate and acetate production patterns, which were consistent with experimental observations. Additionally, we identified unique biosynthetic pathways for short-chain fatty acids in compared to other GEMs of acne-inducing skin pathogens. By conducting constraint-based flux analysis under endogenous carbon sources in human skin, we discovered that the Wood-Werkman cycle is highly activated under acnes-associated skin condition for the regeneration of NAD, resulting in enhanced propionate production. Finally, we proposed potential anti- targets by using the model-guided systematic framework based on gene essentiality analysis and protein sequence similarity search with abundant skin microbiome taxa.
表皮葡萄球菌是皮脂腺中最丰富的皮肤微生物之一,当它的菌株失衡时,已知会导致寻常痤疮的发展。目前使用抗生素治疗痤疮的局限性导致了迫切需要开发一种针对 的系统性策略,这可以通过在各种皮肤环境下对其细胞行为进行特征描述来实现。为此,我们基于来自 5 型核糖型的相关菌株的基因组信息,为毒力株 CA843 开发了一个全基因组规模的代谢模型 (GEM),以全面了解 在皮肤环境中的致病特征。我们通过证明其对丙酸和乙酸盐产生模式的准确预测来定性验证该模型,这些预测与实验观察结果一致。此外,与其他致痤疮皮肤病原体的 GEM 相比,我们在 中鉴定了短链脂肪酸的独特生物合成途径。通过在人体皮肤中的内源性碳源下进行基于约束的通量分析,我们发现伍德-沃克曼循环在与痤疮相关的皮肤条件下高度激活,以再生 NAD,从而增强丙酸的产生。最后,我们通过使用基于基因必需性分析和与丰富的皮肤微生物组分类群的蛋白质序列相似性搜索的模型指导的系统框架,提出了潜在的抗 靶标。