Gut barrier integrity biomarkers are associated with increased inflammation and predict disease status in hospitalized COVID-19 patients
Basting, C. M.; Schroeder, T.; Ferbas, K.; Shields-Cutler, R.; Tobin, N.; Velez, A.; Swanson, E.; Broedlow, C. A.; Langat, R.; Schifanella, L.; Bramante, C. T.; Aldrovandi, G. M.; Rimoin, A.; Yang, O. O.; Fulcher, J. A.; Klatt, N. R.
Show abstract
The COVID-19 global pandemic persists as an endemic disease with frequent case spikes and a significant continued burden on public health. Although most COVID-19 cases are asymptomatic or mild, severe infections requiring hospitalization have resulted in likely more than 14 million cumulative deaths to date. One hallmark of severe COVID-19 is a dysregulated immune response that leads to systemic inflammation and contributes to disease severity and mortality but is not explained by viral replication alone. Severe COVID-19 has been shown to disrupt the gut microbiome and increase intestinal permeability which may contribute to immune dysregulation and systemic inflammation. In this study, we investigated the differences in plasma biomarkers for microbial translocation and gut barrier damage as well as circulating cytokines between healthy volunteers and patients hospitalized with COVID-19. We then performed a correlation analysis to understand how the relationships between these plasma biomarkers differed and used a random forest model to assess their accuracy in distinguishing between these two groups. Our results demonstrated that hospitalized COVID-19 patients have elevated concentrations of pro-inflammatory cytokines and markers of microbial translocation, and that the relationships between these biomarkers were significantly altered compared to healthy volunteers, especially those related to the mucosal associated homeostatic cytokines IL-17A and IL-23. Furthermore, IL-6 and LBP were the top biomarkers for prediction accuracy in our random forest model, highlighting the importance of managing microbial translocation in COVID-19 and its potential utility as a biomarker for disease severity. IMPORTANCECOVID-19 continues to be a burden on public health. Understanding how plasma biomarkers differ between healthy and acutely infected individuals can help in understanding pathogenesis and predict disease severity. It has been demonstrated that COVID-19 disrupts the gut microbiome and intestinal permeability, which contributes to systemic inflammation. Our study highlights the link between gut barrier integrity and inflammation in hospitalized SARS-CoV-2 cases, demonstrating the usefulness of gut barrier integrity biomarkers in predicting disease severity, and offers insights for therapeutic interventions in acute COVID-19 infection.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Oral vancomycin treatment alters levels of indole derivatives and secondary bile acids modulating the expression of mTOR pathway genes in astrocytes during EAE 94%
- A leaky gut dysregulates gene networks in the brain associated with immune activation, oxidative stress, and myelination in a mouse model of colitis 94%
- Social stress worsens colitis through beta-adrenergic-driven oxidative stress in intestinal mucosal compartments 93%
Similar papers in this journal
Similar papers in this journal
- Assessment of infant outgrowth of cow's milk allergy in relation to the faecal microbiome and metaproteome 94%
- Cerebral Small Vessel Disease Burden is Associated with Decreased Abundance of Gut Barnesiella intestinihominis Bacterium in the Framingham Heart Study 94%
- Multiple nutritional and gut microbial factors associated with allergic rhinitis: the Hitachi Health Study 94%
Similar papers in this journal
- Enhancing Recovery from Gut Microbiome Dysbiosis and Alleviating DSS-Induced Colitis in Mice with a Consortium of Rare Short-Chain Fatty Acid-Producing Bacteria 94%
- Psychological stress disrupts intestinal epithelial cell function and mucosal integrity through microbe and host-directed processes 94%
- Human gut commensal Alistipes timonensis modulates the host lipidome and delivers anti-inflammatory outer membrane vesicles to suppress colitis in an Il10-deficient mouse model 94%
Similar papers in this journal
- Early-life obesogenic environment integrates immunometabolic and epigenetic signatures governing neuroinflammation 91%
- FINCA disease mouse model exhibits altered behaviour and immune response 91%
- Peer victimization in adolescence alters gene expression and cytokine profiles during transition to adulthood 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.