• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

人类肠道宏基因组挖掘揭示了一个未开发的肽类抗生素来源。

Human gut metagenomic mining reveals an untapped source of peptide antibiotics.

作者信息

Torres Marcelo D T, Brooks Erin, Cesaro Angela, Sberro Hila, Nicolaou Cosmos, Bhatt Ami S, de la Fuente-Nunez Cesar

机构信息

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.

出版信息

bioRxiv. 2023 Sep 3:2023.08.31.555711. doi: 10.1101/2023.08.31.555711.

DOI:10.1101/2023.08.31.555711
PMID:37693399
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10491270/
Abstract

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.

摘要

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。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ddd/10491270/7b3706c3426c/nihpp-2023.08.31.555711v1-f0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ddd/10491270/ae08dc730153/nihpp-2023.08.31.555711v1-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ddd/10491270/a766914183d4/nihpp-2023.08.31.555711v1-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ddd/10491270/92433dd8cf0e/nihpp-2023.08.31.555711v1-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ddd/10491270/7b3706c3426c/nihpp-2023.08.31.555711v1-f0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ddd/10491270/ae08dc730153/nihpp-2023.08.31.555711v1-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ddd/10491270/a766914183d4/nihpp-2023.08.31.555711v1-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ddd/10491270/92433dd8cf0e/nihpp-2023.08.31.555711v1-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ddd/10491270/7b3706c3426c/nihpp-2023.08.31.555711v1-f0004.jpg

相似文献

1
Human gut metagenomic mining reveals an untapped source of peptide antibiotics.人类肠道宏基因组挖掘揭示了一个未开发的肽类抗生素来源。
bioRxiv. 2023 Sep 3:2023.08.31.555711. doi: 10.1101/2023.08.31.555711.
2
Mining human microbiomes reveals an untapped source of peptide antibiotics.从人类微生物组中挖掘出的新型肽类抗生素。
Cell. 2024 Sep 19;187(19):5453-5467.e15. doi: 10.1016/j.cell.2024.07.027. Epub 2024 Aug 19.
3
Mining for encrypted peptide antibiotics in the human proteome.在人类蛋白质组中挖掘加密的肽抗生素。
Nat Biomed Eng. 2022 Jan;6(1):67-75. doi: 10.1038/s41551-021-00801-1. Epub 2021 Nov 4.
4
Improved Identification and Analysis of Small Open Reading Frame Encoded Polypeptides.小开放阅读框编码多肽的改进鉴定与分析
Anal Chem. 2016 Apr 5;88(7):3967-75. doi: 10.1021/acs.analchem.6b00191. Epub 2016 Mar 24.
5
Automated Prediction and Annotation of Small Open Reading Frames in Microbial Genomes.微生物基因组中小开放阅读框的自动预测和注释。
Cell Host Microbe. 2021 Jan 13;29(1):121-131.e4. doi: 10.1016/j.chom.2020.11.002. Epub 2020 Dec 7.
6
Discovery of antimicrobial peptides in the global microbiome with machine learning.利用机器学习在全球微生物组中发现抗菌肽。
Cell. 2024 Jul 11;187(14):3761-3778.e16. doi: 10.1016/j.cell.2024.05.013. Epub 2024 Jun 5.
7
An Intestinal Bacillus velezensis Isolate Displays Broad-Spectrum Antibacterial Activity and Prevents Infection of Both Gram-Positive and Gram-Negative Pathogens .一种肠杆菌属魏斯氏菌分离株具有广谱抗菌活性,可预防革兰氏阳性和革兰氏阴性病原菌感染。
J Bacteriol. 2023 Jun 27;205(6):e0013323. doi: 10.1128/jb.00133-23. Epub 2023 May 17.
8
Discovery and characterization of smORF-encoded bioactive polypeptides.小开放阅读框编码的生物活性多肽的发现与表征
Nat Chem Biol. 2015 Dec;11(12):909-16. doi: 10.1038/nchembio.1964.
9
In Search of Lost Small Peptides.寻找丢失的小肽。
Annu Rev Cell Dev Biol. 2017 Oct 6;33:391-416. doi: 10.1146/annurev-cellbio-100616-060516. Epub 2017 Jul 31.
10
Chemical labeling and proteomics for characterization of unannotated small and alternative open reading frame-encoded polypeptides.化学标记和蛋白质组学用于鉴定未注释的小和替代开放阅读框编码多肽。
Biochem Soc Trans. 2023 Jun 28;51(3):1071-1082. doi: 10.1042/BST20221074.

本文引用的文献

1
Structure-function-guided design of synthetic peptides with anti-infective activity derived from wasp venom.基于结构-功能导向设计具有抗感染活性的源自黄蜂毒液的合成肽。
Cell Rep Phys Sci. 2023 Jul 19;4(7). doi: 10.1016/j.xcrp.2023.101459.
2
Molecular de-extinction of ancient antimicrobial peptides enabled by machine learning.机器学习助力古老抗菌肽的分子复活。
Cell Host Microbe. 2023 Aug 9;31(8):1260-1274.e6. doi: 10.1016/j.chom.2023.07.001. Epub 2023 Jul 28.
3
Leveraging artificial intelligence in the fight against infectious diseases.
利用人工智能对抗传染病。
Science. 2023 Jul 14;381(6654):164-170. doi: 10.1126/science.adh1114. Epub 2023 Jul 13.
4
Folding the unfoldable: using AlphaFold to explore spurious proteins.折叠不可折叠之物:利用AlphaFold探索假蛋白
Bioinform Adv. 2022 Jan 9;2(1):vbab043. doi: 10.1093/bioadv/vbab043. eCollection 2022.
5
Deep generative models for peptide design.用于肽设计的深度生成模型。
Digit Discov. 2022 Mar 31;1(3):195-208. doi: 10.1039/d1dd00024a. eCollection 2022 Jun 13.
6
ColabFold: making protein folding accessible to all.ColabFold:让蛋白质折叠变得人人可用。
Nat Methods. 2022 Jun;19(6):679-682. doi: 10.1038/s41592-022-01488-1. Epub 2022 May 30.
7
BeStSel: webserver for secondary structure and fold prediction for protein CD spectroscopy.BeStSel:用于蛋白质圆二色光谱二级结构和折叠预测的网络服务器。
Nucleic Acids Res. 2022 Jul 5;50(W1):W90-W98. doi: 10.1093/nar/gkac345.
8
Autonomous Treatment of Bacterial Infections Using Antimicrobial Micro- and Nanomotors.自主抗菌治疗:利用抗菌微纳米马达
ACS Nano. 2022 May 24;16(5):7547-7558. doi: 10.1021/acsnano.1c11013. Epub 2022 Apr 29.
9
Microbiota dynamics in a randomized trial of gut decontamination during allogeneic hematopoietic cell transplantation.异基因造血细胞移植期间肠道去定植的随机试验中的微生物组动态。
JCI Insight. 2022 Apr 8;7(7):e154344. doi: 10.1172/jci.insight.154344.
10
Synthetic Antibiotic Derived from Sequences Encrypted in a Protein from Human Plasma.源自人血浆蛋白质中加密序列的合成抗生素。
ACS Nano. 2022 Feb 22;16(2):1880-1895. doi: 10.1021/acsnano.1c04496. Epub 2022 Feb 3.