Integrative analysis of pathogen detection, antimicrobial resistance, virulence, and host response in severe infections using metagenomic next-generation sequencing

Background: Metagenomic next-generation sequencing (mNGS) offers unbiased pathogen detection. However, its integrative value in simultaneously revealing resistance, virulence, and host-response interplay in Intensive Care Unit(ICU)-infected patients remains underexplored. Methods: In this retrospective cohort study of 156 ICU-infected patients, we compared the diagnostic performance of mNGS against conventional microbiological testing (CMT). We analyzed mNGS-derived antibiotic resistance genes (ARGs) and virulence factors (VFs) and correlated them with host immune-inflammatory markers and clinical outcomes. Results: ) were identified. Based on mNGS results, 47.4% of patients had their antimicrobial therapy adjusted. Conclusion: mNGS provides a comprehensive diagnostic tool by integrating pathogen identification, resistance and virulence profiling, and host-response context, enabling more precise and timely management of ICU-infected patients.

Authors

Institutions

Publication Details

Journal
Frontiers in Cellular and Infection Microbiology
Published
2026-04-10
DOI
https://doi.org/10.3389/fcimb.2026.1786413
Primary Topic
Antibiotic Resistance in Bacteria
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Integrative analysis of pathogen detection, antimicrobial resistance, virulence, and host response in severe infections using metagenomic next-generation sequencing

Yiming Lu, Shengyi Shi, Kai Duan, Lan Hu et al.
Frontiers in Cellular and Infection Microbiology
Antibiotic Resistance in Bacteria
article

Integrative analysis of pathogen detection, antimicrobial resistance, virulence, and host response in severe infections using metagenomic next-generation sequencing

Yiming Lu, Shengyi Shi, Kai Duan, Lan Hu, Hanwen Sun, Xuguang Chen, L T Zhou, Zhi-Tao Yang, Abudurexiti Subi
article en

Abstract

Background: Metagenomic next-generation sequencing (mNGS) offers unbiased pathogen detection. However, its integrative value in simultaneously revealing resistance, virulence, and host-response interplay in Intensive Care Unit(ICU)-infected patients remains underexplored. Methods: In this retrospective cohort study of 156 ICU-infected patients, we compared the diagnostic performance of mNGS against conventional microbiological testing (CMT). We analyzed mNGS-derived antibiotic resistance genes (ARGs) and virulence factors (VFs) and correlated them with host immune-inflammatory markers and clinical outcomes. Results: ) were identified. Based on mNGS results, 47.4% of patients had their antimicrobial therapy adjusted. Conclusion: mNGS provides a comprehensive diagnostic tool by integrating pathogen identification, resistance and virulence profiling, and host-response context, enabling more precise and timely management of ICU-infected patients.

Frontiers in Cellular and Infection MicrobiologyVol. 16
Ruijin Hospital (CN), Shanghai University of Traditional Chinese Medicine (CN), Yueyang Second People's Hospital (CN), Yueyang Hospital (CN)
Good health and well-being
Openalex Percentile: Top 29%
Antibiotic Resistance in Bacteria
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.

Integrative analysis of pathogen detection, antimicrobial resistance, virulence, and host response in severe infections using metagenomic next-generation sequencing — Yiming Lu, Shengyi Shi, et al. · Frontiers in Cellular and Infection Microbiology (2026) | TGRS Research Map | TGRS