Soil Microbiome Signatures Associated with Epidemiological Heterogeneity Across Natural Plague Foci in Inner Mongolia, China

Plague persistence relies on complex host–vector–environment interactions, yet the ecological contribution of soil microbiomes to natural foci remains poorly understood. We performed shotgun metagenomic sequencing of 143 soil samples across four distinct plague foci in Inner Mongolia, China, to characterize microbiome features associated with contrasting epidemiological states. Taxonomic, functional, and network analyses showed that the three active plague foci exhibited lower microbial diversity, simplified co-occurrence networks, and enrichment of specific taxa, particularly Streptomyces. Conversely, the quiescent Marmota sibirica focus harbored a more complex and interconnected microbial network with greater richness and exclusive detection of Yersinia bacteriophages, showing significant concordance with bacterial community structure. These patterns indicate distinct microbiome configurations associated with specific host and geographic settings, highlighting the need to disentangle host- and site-specific effects from broader epidemiological status. Compared with surface and deep soil, burrow-associated soil exhibited greater microbial differentiation and higher richness of bacteriophages, antimicrobial resistance genes, and virulence-associated genes, suggesting its potential as a sensitive environmental matrix for ecological monitoring. Overall, our findings identify distinct soil microbiome signatures—specifically taxonomic shifts, altered network complexity, exclusive Yersinia phage detection, and functional gene enrichment—associated with epidemiological heterogeneity across natural plague foci, providing a baseline for understanding ecological variation among endemic habitats.

Authors

Institutions

Publication Details

Journal
Microorganisms
Published
2026-10-13
DOI
https://doi.org/10.3390/microorganisms14102329
Primary Topic
Yersinia bacterium, plague, ectoparasites research
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Soil Microbiome Signatures Associated with Epidemiological Heterogeneity Across Natural Plague Foci in Inner Mongolia, China

Mengnan Cui, Yan Guo, Yu‐Jun Cui, LiLi Bao et al.
Microorganisms
Yersinia bacterium, plague, ectoparasites research
article

Soil Microbiome Signatures Associated with Epidemiological Heterogeneity Across Natural Plague Foci in Inner Mongolia, China

Mengnan Cui, Yan Guo, Yu‐Jun Cui, LiLi Bao, Yajun Wang, Guangqian Pei, Yong Huang, Xudong Yang, Fang Liu, Jianyun Li, Shengju Zhang, Yihua Jia
article en

Abstract

Plague persistence relies on complex host–vector–environment interactions, yet the ecological contribution of soil microbiomes to natural foci remains poorly understood. We performed shotgun metagenomic sequencing of 143 soil samples across four distinct plague foci in Inner Mongolia, China, to characterize microbiome features associated with contrasting epidemiological states. Taxonomic, functional, and network analyses showed that the three active plague foci exhibited lower microbial diversity, simplified co-occurrence networks, and enrichment of specific taxa, particularly Streptomyces. Conversely, the quiescent Marmota sibirica focus harbored a more complex and interconnected microbial network with greater richness and exclusive detection of Yersinia bacteriophages, showing significant concordance with bacterial community structure. These patterns indicate distinct microbiome configurations associated with specific host and geographic settings, highlighting the need to disentangle host- and site-specific effects from broader epidemiological status. Compared with surface and deep soil, burrow-associated soil exhibited greater microbial differentiation and higher richness of bacteriophages, antimicrobial resistance genes, and virulence-associated genes, suggesting its potential as a sensitive environmental matrix for ecological monitoring. Overall, our findings identify distinct soil microbiome signatures—specifically taxonomic shifts, altered network complexity, exclusive Yersinia phage detection, and functional gene enrichment—associated with epidemiological heterogeneity across natural plague foci, providing a baseline for understanding ecological variation among endemic habitats.

MicroorganismsVol. 14(10)
Academy of Military Medical Sciences (CN), Inner Mongolia University of Science and Technology (CN), Soochow University (CN), Baotou Medical College (CN), Inner Mongolia Medical University (CN)
National Key Research and Development Program of China
Openalex Percentile: Top 15%
Yersinia bacterium, plague, ectoparasites research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.