Kumar S Dinesh, Park Jeongwon, Radhakrishnan Naveen Kumar, Aryal Yam Prasad, Jeong Geon-Hwi, Pyo In-Hyeok, Ganbaatar Byambasuren, Lee Chul Won, Yang Sungtae, Shin Younhee, Subramaniyam Sathiyamoorthy, Lim Yu-Jin, Kim Sung-Hak, Lee Seongsoo, Shin Song Yub, Cho Sung-Jin
Department of Cellular & Molecular Medicine, School of Medicine, Chosun University, Gwangju, 61452, Republic of Korea.
Gwangju Center, Korea Basic Science Institute (KBSI), Gwangju, 61751, Republic of Korea.
Adv Sci (Weinh). 2025 Mar;12(10):e2409803. doi: 10.1002/advs.202409803. Epub 2025 Jan 10.
Antimicrobial peptides (AMPs) are promising agents for treating antibiotic-resistant bacterial infections. Although discovering novel AMPs is crucial for combating multidrug-resistant bacteria and biofilm-related infections, their clinical potential relies on precise, real-time evaluation of efficacy, toxicity, and mechanisms. Optical diffraction tomography (ODT), a label-free imaging technology, enables real-time visualization of bacterial morphological changes, membrane damage, and biofilm formation over time. Here, a computational analysis of the leech transcriptome using an advanced AI-based peptide screening strategy with ODT to identify potential AMPs is employed. Among the 19 potential AMPs identified, hirunipin 2 demonstrates potent antibacterial activity, low mammalian cytotoxicity, and minimal hemolytic effects. It demonstrates efficacy comparable to melittin, resistance to physiological salts and human serum, and a low likelihood of inducing bacterial resistance. Microscopy and 3D-ODT confirm its disruption of bacterial membranes and intracellular aggregation, leading to cell death. Notably, hirunipin 2 effectively inhibits biofilm formation, eradicates preformed biofilms, and synergizes with antibiotics against multidrug-resistant Acinetobacter baumannii (MDRAB) by enhancing membrane permeability. Additionally, hirunipin 2 significantly suppresses pro-inflammatory cytokine expression in LPS-stimulated macrophages, highlighting its anti-inflammatory properties. These findings highlight hirunipin 2 as a strong candidate for developing novel antibacterial, anti-inflammatory, and antibiofilm therapies, particularly against multidrug-resistant bacterial infections.
抗菌肽(AMPs)是治疗抗生素耐药性细菌感染的有前景的药物。尽管发现新型抗菌肽对于对抗多重耐药菌和生物膜相关感染至关重要,但其临床潜力依赖于对疗效、毒性和作用机制的精确实时评估。光学衍射断层扫描(ODT)是一种无标记成像技术,能够实时可视化细菌形态变化、膜损伤以及生物膜随时间的形成过程。在此,我们采用基于先进人工智能的肽筛选策略结合ODT对水蛭转录组进行计算分析,以鉴定潜在的抗菌肽。在鉴定出的19种潜在抗菌肽中,水蛭素2表现出强大的抗菌活性、低哺乳动物细胞毒性和最小的溶血作用。它的疗效与蜂毒肽相当,对生理盐和人血清具有抗性,且诱导细菌耐药的可能性较低。显微镜检查和三维ODT证实其可破坏细菌膜并导致细胞内聚集,从而导致细胞死亡。值得注意的是,水蛭素2有效抑制生物膜形成,根除预先形成的生物膜,并通过增强膜通透性与抗生素协同对抗多重耐药鲍曼不动杆菌(MDRAB)。此外,水蛭素2显著抑制脂多糖刺激的巨噬细胞中促炎细胞因子的表达,突出了其抗炎特性。这些发现凸显了水蛭素2作为开发新型抗菌、抗炎和抗生物膜疗法,特别是针对多重耐药细菌感染的有力候选药物的地位。