微生物群
抗菌肽
鉴定(生物学)
基因组
生物
抗菌剂
计算生物学
肠道微生物群
人类健康
肽
微生物学
人类微生物组计划
寄主(生物学)
DNA测序
细胞毒性
抗菌肽
生物信息学
细菌
人体微生物群
肠道菌群
进化生物学
作者
Sizhe Chen,Yue Yuan,Yun Wang,Ye Peng,Hein Min Tun,Zhimin Jiang,Yinglei Miao,Sunjae Lee,Xiaole Yin,Xiaotao Shen,Orlando DeLeon,Eugene B. Chang,Francis Ka Leung Chan,Yang Sun,Siew Chien Ng,Qi Su
标识
DOI:10.1038/s41467-026-68495-0
摘要
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.
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