Identification of antimicrobial peptides from ancient gut microbiomes

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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Publication Details

Journal
Nature Communications
Published
2026-01-14
DOI
https://doi.org/10.1038/s41467-026-68495-0
Primary Topic
Gut microbiota and health
Type
article
Field-Weighted Citation Impact
0.00

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article

Identification of antimicrobial peptides from ancient gut microbiomes

Xiaole Yin, Yue Yuan, Siew Chien Ng, Sunjae Lee et al.
Nature Communications
Gut microbiota and health
article

Identification of antimicrobial peptides from ancient gut microbiomes

Xiaole Yin, Yue Yuan, Siew Chien Ng, Sunjae Lee, Xiaotao Shen, Yun Wang, Yinglei Miao, Ye Peng, Orlando DeLeon, Eugene B. Chang, Yang Sun, Francis Ka Leung Chan, Qi Su, Sizhe Chen, Hein Min Tun
article en

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.

Nature CommunicationsVol. 17(1)
Nanyang Technological University (SG), Chinese University of Hong Kong (HK), Kunming Medical University (CN), GfK (United States) (US), University of Illinois Chicago (US), Gwangju Institute of Science and Technology (KR), University of Chicago (US), Hong Kong Virtual University (CN), First Affiliated Hospital of Kunming Medical University (CN), Ministry of Agriculture and Rural Affairs (CN), China Agricultural University (CN)
Impact Fund, Leona M. and Harry B. Helmsley Charitable Trust, National Natural Science Foundation of China, Hong Kong Government, National Cancer Institute
Openalex Percentile: Top 88%
Gut microbiota and health
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