Identification of antimicrobial peptides from ancient gut microbiomes
Abstract
Abstract Fecal coprolites preserve ancient microbiomes and are a potential source of extinct but highly efficacious antimicrobial peptides (AMPs). Here, we develop AMPLiT (AMP Lightweight Identification Tool), an efficient tool deployable to portable hardware for AMP screening in metagenomic datasets. AMPLiT demonstrates AUPRC performances of 0.9486 ± 0.0003 and reasonable overall training time of 3200 ± 53 s. By computationally utilizing AMPLiT, we analyze seven ancient human coprolite metagenomes, identifying 160 AMP candidates. Of 40 representative peptides synthesized, 36 (90%) peptides demonstrate measurable antimicrobial activity at 100 μM or less in vitro. Strikingly, approximately two-thirds of these peptides are sourced from Segatella copri , a dominant ancient gut commensal that is conspicuously underrepresented in modern populations, particularly those with Westernized lifestyles. Representative S. copri -derived AMPs exhibit disruptions against membranes of pathogenic bacteria, coupled with low cytotoxicity and hemolytic risk. In vivo, lead peptides demonstrate potent antibacterial and wound-healing efficacy comparable to traditional antibiotics, especially in combating gram-positive pathogens. Our findings highlight the ancient gut microbiomes as sources of novel AMPs, offering valuable insights into the historical role of S. copri in human health and its decline in contemporary populations.
Article Details
Authors (16)
Sizhe Chen
Yue Yuan
Yun Wang
Ye Peng
Hein Min Tun
Zhimin Jiang
Guangxi Key Laboratory of Drug Discovery and Optimization, School of Pharmacy
YingLei Miao
Sunjae Lee
Life Sciences and Medical Convergence Gwangju Institute of Science and Technology
Xiaole Yin
Xiaotao Shen
Orlando DeLeon
Eugene B. Chang
Department of Medicine, The University of Chicago, Chicago, IL, USA.
Francis Ka Leung Chan
Yang Sun
Siew Chien Ng
Qi Su