Torres Marcelo D T, Brooks Erin, Cesaro Angela, Sberro Hila, Nicolaou Cosmos, Bhatt Ami S, de la Fuente-Nunez Cesar
Machine Biology Group, Departments of Psychiatry and Microbiology, Institute for Biomedical Informatics, Institute for Translational Medicine and Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States of America.
Departments of Bioengineering and Chemical and Biomolecular Engineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States of America.
bioRxiv. 2023 Sep 3:2023.08.31.555711. doi: 10.1101/2023.08.31.555711.
Drug-resistant bacteria are outpacing traditional antibiotic discovery efforts. Here, we computationally mined 444,054 families of putative small proteins from 1,773 human gut metagenomes, identifying 323 peptide antibiotics encoded in small open reading frames (smORFs). To test our computational predictions, 78 peptides were synthesized and screened for antimicrobial activity , with 59% displaying activity against either pathogens or commensals. Since these peptides were unique compared to previously reported antimicrobial peptides, we termed them smORF-encoded peptides (SEPs). SEPs killed bacteria by targeting their membrane, synergized with each other, and modulated gut commensals, indicating that they may play a role in reconfiguring microbiome communities in addition to counteracting pathogens. The lead candidates were anti-infective in both murine skin abscess and deep thigh infection models. Notably, prevotellin-2 from presented activity comparable to the commonly used antibiotic polymyxin B. We report the discovery of hundreds of peptide sequences in the human gut.
耐药细菌的出现速度超过了传统抗生素的研发速度。在此,我们通过计算挖掘了来自1773个人类肠道宏基因组的444054个假定小蛋白家族,鉴定出323种由小开放阅读框(smORF)编码的肽类抗生素。为了验证我们的计算预测结果,合成了78种肽并筛选其抗菌活性,其中59%的肽对病原体或共生菌具有活性。由于这些肽与先前报道的抗菌肽不同,我们将它们命名为smORF编码肽(SEP)。SEP通过靶向细菌膜杀死细菌,它们之间相互协同,并调节肠道共生菌,这表明它们除了对抗病原体外,还可能在重新构建微生物群落中发挥作用。主要候选肽在小鼠皮肤脓肿和大腿深部感染模型中均具有抗感染作用。值得注意的是,来自[具体来源未明确]的普雷沃菌素-2表现出与常用抗生素多粘菌素B相当的活性。我们报告了在人类肠道中发现数百个肽序列。