Microbial signatures in the lower airways of mechanically ventilated COVID19 patients associated with poor clinical outcome.
Imran SulaimanMatthew ChungLuis AngelJun-Chieh J TsayBenjamin WuStephen YeungKelsey KrolikowskiYonghua LiRalf DuerrRosemary SchlugerSara A ThannickalAkiko KoideSamaan RafeqClea BarnettRadu PostelnicuChang WangStephanie BanakisLizzette Perez-PerezGeorge JourGuomiao ShenPeter MeynJoseph CarpenitoXiuxiu LiuKun JiDestiny CollazoAnthony LabarbieraNancy AmorosoShari B BrosnahanVikramjit MukherjeeDavid KaufmanElisa EstenssoroAnthony LubinskyDeepak PradhanDaniel StermanAdriana HeguyTimothy UyekiJose C ClementeEmmie de WitAnn Marie SchmidtBo ShopsinLudovic DesvignesChan WangHuilin LiBin ZhangChristian V ForstShohei KoideKenneth StaplefordKamal KhannaElodie GhedinMichael WeidenLeopoldo N SegalPublished in: Research square (2021)
Mortality among patients with COVID-19 and respiratory failure is high and there are no known lower airway biomarkers that predict clinical outcome. We investigated whether bacterial respiratory infections and viral load were associated with poor clinical outcome and host immune tone. We obtained bacterial and fungal culture data from 589 critically ill subjects with COVID-19 requiring mechanical ventilation. On a subset of the subjects that underwent bronchoscopy, we also quantified SARS-CoV-2 viral load, analyzed the microbiome of the lower airways by metagenome and metatranscriptome analyses and profiled the host immune response. We found that isolation of a hospital-acquired respiratory pathogen was not associated with fatal outcome. However, poor clinical outcome was associated with enrichment of the lower airway microbiota with an oral commensal ( Mycoplasma salivarium ), while high SARS-CoV-2 viral burden, poor anti-SARS-CoV-2 antibody response, together with a unique host transcriptome profile of the lower airways were most predictive of mortality. Collectively, these data support the hypothesis that 1) the extent of viral infectivity drives mortality in severe COVID-19, and therefore 2) clinical management strategies targeting viral replication and host responses to SARS-CoV-2 should be prioritized.
Keyphrases
- sars cov
- mechanical ventilation
- respiratory failure
- respiratory syndrome coronavirus
- acute respiratory distress syndrome
- cystic fibrosis
- intensive care unit
- immune response
- cardiovascular events
- risk factors
- extracorporeal membrane oxygenation
- healthcare
- type diabetes
- cardiovascular disease
- electronic health record
- coronavirus disease
- genome wide
- gene expression
- microbial community
- early onset
- big data
- coronary artery disease
- machine learning
- dendritic cells
- mass spectrometry
- single cell
- candida albicans
- data analysis
- dna methylation
- acute care
- high speed