Metagenomic next-generation sequencing of nasopharyngeal microbiota in COVID-19 patients with different disease severities

Microbiol Spectr. 2024 May 2;12(5):e0416623. doi: 10.1128/spectrum.04166-23. Epub 2024 Apr 1.

Abstract

Throughout the COVID-19 pandemic, extensive research has been conducted on SARS-COV-2 to elucidate its genome, prognosis, and possible treatments. However, few looked at the microbial markers that could be explored in infected patients and that could predict possible disease severity. The aim of this study is to compare the nasopharyngeal microbiota of healthy subjects, moderate, under medication, and recovered SARS-COV-2 patients. In 2020, 38 nasopharyngeal swabs were collected from 6 healthy subjects, 14 moderates, 10 under medication and 8 recovered SARS-COV-2 patients at the Prince Mohammed Bin Abdulaziz Hospital Riyadh. Metatranscriptomic sequencing was performed using Minion Oxford nanopore sequencing. No significant difference in alpha as well as beta diversity was observed among all four categories. Nevertheless, we have found that Streptococcus spp including Streptococcus pneumoniae and Streptococcus thermophilus were among the top 15 most abundant species detected in COVID-19 patients but not in healthy subjects. The genus Staphylococcus was found to be associated with COVID-19 patients compared to healthy subjects. Furthermore, the abundance of Leptotrichia was significantly higher in healthy subjects compared to recovered patients. Corynebacterium on the other hand, was associated with under-medication patients. Taken together, our study revealed no differences in the overall microbial composition between healthy subjects and COVID-19 patients. Significant differences were seen only at specific taxonomic level. Future studies should explore the nasopharyngeal microbiota between controls and COVID-19 patients while controlling for confounders including age, gender, and comorbidities; since these latter could affect the results and accordingly the interpretation.IMPORTANCEIn this work, no significant difference in the microbial diversity was seen between healthy subjects and COVID-19 patients. Changes in specific taxa including Leptotrichia, Staphylococcus, and Corynebacterium were only observed. Leptotrichia was significantly higher in healthy subjects, whereas Staphylococcus and Corynebacterium were mostly associated with COVID-19, and specifically with under-medication SARS-COV-2 patients, respectively. Although the COVID-19 pandemic has ended, the SARS-COV-2 virus is continuously evolving and the emergence of new variants causing more severe disease should be always kept in mind. Microbial markers in SARS-COV-2 infected patients can be useful in the early suspicion of the disease, predicting clinical outcomes, framing hospital and intensive care unit admission as well as, risk stratification. Data on which microbial marker to tackle is still controversial and more work is needed, hence the importance of this study.

Keywords: COVID-19; disease severity; metatranscriptomics; microbiome.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Bacteria / classification
  • Bacteria / genetics
  • Bacteria / isolation & purification
  • COVID-19* / diagnosis
  • COVID-19* / epidemiology
  • COVID-19* / microbiology
  • COVID-19* / virology
  • Female
  • High-Throughput Nucleotide Sequencing*
  • Humans
  • Male
  • Metagenome
  • Metagenomics / methods
  • Microbiota* / genetics
  • Middle Aged
  • Nasopharynx* / microbiology
  • Nasopharynx* / virology
  • SARS-CoV-2* / genetics
  • SARS-CoV-2* / isolation & purification
  • Severity of Illness Index
  • Streptococcus pneumoniae / classification
  • Streptococcus pneumoniae / genetics
  • Streptococcus pneumoniae / isolation & purification