# Metagenomic analysis of the nasopharyngeal microbiomes and resistomes in asthma, COVID-19 infected, and healthy individuals

**Authors:** Wisnu Adi Wicaksono, Jonathan Thorsen, Jakob Stokholm, Gabriele Berg

PMC · DOI: 10.3389/fmicb.2026.1729707 · 2026-01-22

## TL;DR

This study compares the nasal microbiomes and antibiotic resistance genes in people with asthma, COVID-19, and healthy individuals, finding distinct patterns in asthma and highlighting Pseudomonas species as key contributors to antibiotic resistance.

## Contribution

The study provides new insights into the nasopharyngeal resistome and identifies Pseudomonas species as significant carriers of antibiotic resistance genes.

## Key findings

- Asthma patients showed distinct microbial diversity and structure compared to healthy individuals.
- Pseudomonas species, especially Pseudomonas brenneri, were found to carry a high number of antibiotic resistance genes and virulence factors.
- The resistome included 23 drug classes, with multidrug resistance being the most common.

## Abstract

The nasopharyngeal microbiome presents an important environmental human interface and a window in the fight against chronic diseases like asthma, respiratory infections, and antimicrobial resistance. To identify the microbial structure and function, we designed a pilot study with individuals with asthma, COVID-19 infection, and healthy controls.

We compare the microbial and resistome profiles of healthy individuals, patients with asthma, and patients with PCR-confirmed COVID-19 using shotgun metagenome sequencing. Additionally, metagenome-assembled genomes were generated to assess the virulence potential of the bacteria identified in the nasopharynx.

We found different patterns in microbial diversity, richness, and structure between individuals with asthma and those who are healthy, but not for those with COVID-19. Our results revealed unexpected insights into the quite diverse nasopharynx resistome encompassing 23 distinct drug classes, mainly based on antibiotic efflux (63.9%) and antibiotic inactivation (24.6%), regardless of the disease state. The majority of the antimicrobial resistance genes (ARGs) confer resistance to multidrug (45%), followed by those genes that confer resistance to aminoglycosides, tetracyclines, polymyxin, beta-lactam, and macrolide-lincosamide-streptogramin. A high proportion of ARGs was associated with various Pseudomonas species, which was confirmed by analysing metagenome-assembled genomes. Pseudomonas brenneri exhibited the highest number of ARGs and virulence factors, indicating notable pathogenic potential.

The study reveals distinct bacterial community compositions in healthy individuals and individuals with asthma. Pseudomonadales, particularly Pseudomonas species, contribute to the nasopharyngeal resistome. No association was found between nasopharyngeal resistome profiles and asthma development. Future research may explore airway microbial functions’ influence on asthma development.

## Linked entities

- **Diseases:** asthma (MONDO:0004979), COVID-19 (MONDO:0100096)
- **Species:** Pseudomonas (taxon 286), Pseudomonas brenneri (taxon 129817), Pseudomonadales (taxon 72274)

## Full-text entities

- **Diseases:** respiratory infections (MESH:D012141), COVID-19 (MESH:D000086382), asthma (MESH:D001249)
- **Chemicals:** tetracyclines (MESH:D013754), aminoglycosides (MESH:D000617), macrolide-lincosamide-streptogramin (-), beta-lactam (MESH:D047090)
- **Species:** Homo sapiens (human, species) [taxon 9606], Pseudomonas brenneri (species) [taxon 129817]

## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12872793/full.md

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Source: https://tomesphere.com/paper/PMC12872793