Development of Miniprotein-Type Inhibitors of Biofilm Formation in Candida albicans and Candida auris.

IF 3.1 4区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Journal of microbiology and biotechnology Pub Date : 2025-02-25 DOI:10.4014/jmb.2411.11076
Doyeon Kim, Ji-Seok Kim, Xue Bai, Jie Zhang, Minho Park, Ungyu Lee, Jinwook Lee, Yong-Sun Bahn, Yongbin Xu, Nam-Chul Ha
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Abstract

Candida auris is a pathogenic fungus associated with high-mortality infections and forms resilient biofilms on various surfaces. In this study, we introduced a novel antifungal strategy against C. auris by integrating an AI-powered protein design tool, ProteinMPNN, with classical molecular dynamics (MD) simulations to design artificial proteins from a miniprotein library. This combined approach accelerated and enhanced the design process, enabling the rapid development of effective miniprotein inhibitors specifically targeting C. auris biofilm formation. The miniproteins developed in this study exhibited potent inhibitory effects on C. auris biofilms, representing a significant advancement in antifungal therapy. Notably, the combined application of these miniproteins enhanced suppression of biofilm formation. These findings highlight not only the strong therapeutic potential of these designed miniproteins but also the power of combining AI-driven protein design with MD simulations to advance biomedical research.

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开发抑制白色念珠菌和白色念珠菌生物膜形成的小蛋白型抑制剂
耳念珠菌是一种与高死亡率感染相关的致病性真菌,并在各种表面形成弹性生物膜。在这项研究中,我们引入了一种新的抗真菌策略,通过将人工智能驱动的蛋白质设计工具ProteinMPNN与经典分子动力学(MD)模拟相结合,从微型蛋白质库中设计人工蛋白质。这种结合的方法加速和增强了设计过程,使快速开发有效的靶向耳球菌生物膜形成的微小蛋白抑制剂成为可能。本研究中开发的微小蛋白对金黄色葡萄球菌生物膜具有较强的抑制作用,在抗真菌治疗方面取得了重大进展。值得注意的是,这些微小蛋白的联合应用增强了对生物膜形成的抑制。这些发现不仅突出了这些设计的微型蛋白质的强大治疗潜力,而且还突出了将人工智能驱动的蛋白质设计与MD模拟相结合以推进生物医学研究的力量。
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来源期刊
Journal of microbiology and biotechnology
Journal of microbiology and biotechnology BIOTECHNOLOGY & APPLIED MICROBIOLOGY-MICROBIOLOGY
CiteScore
5.50
自引率
3.60%
发文量
151
审稿时长
2 months
期刊介绍: The Journal of Microbiology and Biotechnology (JMB) is a monthly international journal devoted to the advancement and dissemination of scientific knowledge pertaining to microbiology, biotechnology, and related academic disciplines. It covers various scientific and technological aspects of Molecular and Cellular Microbiology, Environmental Microbiology and Biotechnology, Food Biotechnology, and Biotechnology and Bioengineering (subcategories are listed below). Launched in March 1991, the JMB is published by the Korean Society for Microbiology and Biotechnology (KMB) and distributed worldwide.
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