# Clinical pathogen profiles and lung microbiome features in lung infection patients and concurrent cancer: insights from metagenomics next-generation sequencing

**Authors:** Dandan Liu, Yuehong Ma, Qian Ma, Huihua Huang, Tianyu Li, Jin Wang, Jin Zhang, Xuesong Cheng, Xueru Ge, Yan Chen, Yanbei Zhang

PMC · DOI: 10.1515/biol-2025-1220 · Open Life Sciences · 2026-03-04

## TL;DR

This study compares pathogen detection in cancer and non-cancer patients with lung infections, showing that mNGS is more effective and reveals higher fungal prevalence in cancer patients.

## Contribution

The study demonstrates that mNGS outperforms culture in detecting pathogens and identifies a higher fungal prevalence in cancer patients.

## Key findings

- mNGS showed significantly higher pathogen detection rates compared to culture methods.
- Cancer patients had a higher prevalence of fungal pathogens compared to non-cancer patients.
- Cancer status and age were independent factors influencing fungal pathogen detection.

## Abstract

Pulmonary infections in immunocompromised cancer patients present significant diagnostic and therapeutic challenges. From Dec 2021 to Aug 2023, 85 patients with pulmonary infection were enrolled and categorized into a cancer group (CP, n = 20) and a non-cancer control group (NCP, n = 18). Pathogen detection was performed using both mNGS and culture and lung microbiome analysis was conducted. mNGS demonstrated a significantly higher pathogen detection rate than culture (P < 0.0001). The CP group exhibited older age (P < 0.001), elevated neutrophil counts (NE) and higher procalcitonin (PCT) levels compared to the NCP group. Furthermore, fungal pathogens were significantly more prevalent in the CP group (P = 0.046). Both cancer status and advanced age were independent influencing factors for the detection of pulmonary fungi. Pulmonary microbiome analysis revealed no significant differences in α-diversity or β-diversity between groups. These findings indicate that mNGS offers superior sensitivity over culture. Cancer-related pulmonary infections present a distinct pathogen profile characterized by a higher prevalence of fungal pathogens. This underscores the need for enhanced clinical vigilance, especially among elderly cancer patients.

## Linked entities

- **Diseases:** cancer (MONDO:0004992)

## Full-text entities

- **Genes:** CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}, UROD (uroporphyrinogen decarboxylase) [NCBI Gene 7389] {aka PCT, UPD}
- **Diseases:** infectious diseases (MESH:D003141), fungal (MESH:D009181), Candida infections (MESH:D002177), respiratory system disorders (MESH:D015619), invasive pulmonary aspergillosis (MESH:D055744), kidney disease (MESH:D007674), CP (MESH:D002972), C. albicans infection (MESH:D007239), pulmonary fungal infections (MESH:D008172), COVID - 19 (MESH:D000086382), gastrointestinal (MESH:D005767), hematological (MESH:D006402), Hypertension (MESH:D006973), malnutrition (MESH:D044342), death (MESH:D003643), hematological malignancies (MESH:D019337), COPD (MESH:D029424), pneumonia (MESH:D011014), acute lung injury (MESH:D055371), Cancer-related pulmonary infections (MESH:D008175), benign pulmonary diseases (MESH:D008171), diabetes (MESH:D003920), Cancer (MESH:D009369), opportunistic infections (MESH:D009894), respiratory diseases (MESH:D012140), Pulmonary infections (MESH:D012141), inflammation (MESH:D007249), Pneumocystis jirovecii (MESH:D011020)
- **Chemicals:** CO2 (MESH:D002245), steroids (MESH:D013256), CP (-), azole (MESH:D001393)
- **Species:** Legionella pneumophila (species) [taxon 446], Acinetobacter baumannii (species) [taxon 470], Homo sapiens (human, species) [taxon 9606], human gammaherpesvirus 4 (Epstein Barr virus, no rank) [taxon 10376], Mycobacterium tuberculosis (species) [taxon 1773], Bacteria Latreille et al. 1825 (Bacteria stick insect, genus) [taxon 629395], Haemophilus parainfluenzae (species) [taxon 729], Staphylococcus cohnii (species) [taxon 29382], Lodderomyces parapsilosis (species) [taxon 5480], Viruses (acellular root) [taxon 10239], Stenotrophomonas maltophilia (species) [taxon 40324], Chlamydia (genus) [taxon 810], Fungi (kingdom) [taxon 4751], Cryptococcus neoformans (Cryptococcus neoformans serotype A, species) [taxon 5207], Klebsiella pneumoniae (species) [taxon 573], Mycoplasmoides pneumoniae (Filterable agent of primary atypical pneumonia, species) [taxon 2104], Nakaseomyces glabratus (species) [taxon 5478], Escherichia coli (E. coli, species) [taxon 562], Candida tropicalis (species) [taxon 5482], Bacillus subtilis (species) [taxon 1423], Candida albicans (species) [taxon 5476]

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12955702/full.md

## References

49 references — full list in the complete paper: https://tomesphere.com/paper/PMC12955702/full.md

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Source: https://tomesphere.com/paper/PMC12955702