Nasopharyngeal Microbiota as an early severity biomarker in COVID-19 hospitalised patients: a retrospective cohort study in a Mediterranean area.
M. P. Ventero, O. Moreno-Perez, C. Molina-Pardines, A. Paytuvi-Gallart, V. Boix, I. Galan, P. Gonzalez-delaAleja, M. Lopez-Perez, R. Sanchez-Martinez, E. Merino, J. C. Rodriguez
Abstract
BackgroundThere is mounting evidence suggesting that the microbiome composition could be different in COVID-19 patients. However, the relationship between microbiota and COVID-19 severity progression is still being assessed. This study aimed to analyse the diversity and taxonomic composition of the nasopharyngeal microbiota, to determine its association with COVID-19 clinical outcome. Methods and FindingsSamples came from a retrospective cohort of adult patients with COVID-19, hospitalised in a tertiary centre. To study the nasopharyngeal microbiota, we utilized 16S rRNA sequencing. Raw sequences were processed by QIIME2. The associations between the microbiota, invasive mechanical ventilation (IMV), and all-cause mortality were analysed by multiple logistic regression (OR; 95%CI), adjusted for age, gender, and comorbidity. 177 patients were included: median age 68.0 years, 57.6% males, 59.3% had a Charlson comorbidity index [≥]3, and 89.2% with pneumonia. The microbiota diversity indexes were lower in patients with a fatal outcome, and this association persisted after adjustment for the main confounders; whereas the {beta} diversity analysis showed a significant clustering, grouping the patients with a fatal outcome. After multivariate adjustment, the presence of Selenomonas spp., Filifactor spp., Actinobacillus spp., or Chroococcidiopsis spp., was associated with a reduced risk of IMV (adjusted OR 0.06[95%CI 0.01-0.0.47], p = 0.007). ConclusionsThe microbiota diversity and taxonomic composition are related to COVID-19 severity. Higher diversity and the presence of certain genera in the nasopharyngeal microbiota seem to be early biomarkers of a favourable clinical evolution in hospitalised patients with moderate to severe SARS-CoV-2 infections.
02 /Specification & Classification
Click any tag to browse matching papers- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Nasopharyngeal microbial communities of patients infected with SARS-COV-2 that developed COVID-19.
M. P. Ventero, R. R. C. Cuadrat, … J. C. Rodriguez·bioRxiv·Dec 1, 2020
- The relationship between gut and nasopharyngeal microbiome composition can predict the severity of COVID-19
B. Martin-Castano, P. Diez-Echave, … J. Galvez·eLifePeer-reviewed·Feb 18, 2025
- The salivary and nasopharyngeal microbiomes are associated with SARS-CoV-2 infection and disease severity
- Gut microbiota diversity and C-Reactive Protein are predictors of disease severity in COVID-19 patients
A. Moreira-Rosario, C. Marques, … C. Calhau·bioRxiv·Apr 20, 2021
- Diversity, composition, and networking of saliva microbiota distinguish the severity of COVID-19 episodes as revealed by an analysis of 16S rRNA variable V1-V3 regions sequences
J. Torres·bioRxiv·Oct 20, 2022
- Analysis of the upper respiratory tract microbiota in mild and severe COVID-19 patients
Vladislav V. Babenko, Ramiz Bakhtyev, … Vadim Markovich Govorun·bioRxiv·Sep 20, 2021