Risk factors for intensive care admission in patients with COVID-19 pneumonia: A retrospective study

BACKGROUND

Coronavirus disease 2019 (COVID-19)-associated mortality is predominantly due to respiratory failure. However, risk factors and predictive models for disease progression in patients with COVID-19 are not consistent across the globe. In this study, we aimed to assess the risk factors associated with intensive care (ICU) admission and mortality in patients with COVID-19 pneumonia.

METHODS

Information was retrieved from the database of all patients admitted with COVID-19 pneumonia between March 2020 and July 2020 at a tertiary care center in Saudi Arabia. The patients' demographic, clinical, laboratory and radiological characteristics were analyzed.

RESULTS

Of 1054 patients admitted with PCR proven COVID-19, 254 patients (24%) with radiological evidence of pneumonia were enrolled. The median age was 55, with 25.6% above 65 years and 55.1% males. The comorbidities included hypertension (45%), diabetes (43%), dyslipidemia (24%), solid organ and bone marrow transplantation (14.5%), malignancy (13.4%), ischemic heart disease (10.6%) and chronic kidney disease (9.4%). The mortality rate was 4.7%, and 22.8% were admitted to the ICU. The risk factors for ICU admission were> 65 years of age (RR: 1.74, CI 95%, 1.10-2.74, p = 0.017), diabetes melitus (RR: 1.66, CI 95% 1.06-2.62, p = 0.028), heart failure (RR: 2.51, CI 95%, 1.28-4.93, p = 0.007), respiratory rate> 25 (RR: 2.75, CI 95%, 1.66-4.55, p < 0.001), upper lobe involvement (RR: 1.68, CI 95%, 1.02-2.77, p = 0.043), and C-reactive protein (CRP)> 140 (RR: 1.89, CI 95%, 1.14-3.13, p = 0.013). The risk factors for mortality were> 65 years of age (RR: 5.82, CI 95%, 1.81-18.68, p = 0.003), upper lobe involvement on chest radiography (RR:4.40, CI 95%, 1.22-15.86, p = 0.016), diffuse chest computed tomography changes (RR: 7.36, CI 95%, 2.31-23.46, p < 0.011), ischemic heart disease (RR: 4.20, CI 95%, 1.36-13.04, p = 0.028), chronic kidney disease (RR: 6.85, CI 95%, 2.35-19.90, p < 0.003), cerebrovascular disease (RR:13.61, CI 95%, 5.01-36.96 p < 0.001), respiratory rate> 25 (RR: 3.94, CI 95%, 1.32-11.78 p = 0.023), oxygen saturation< 90% on admission (RR: 12.19, CI 95%, 3.71-40.01, p < 0.001), thrombocytopenia (RR:4.16, CI 95%, 1.37-12.64, p = 0.013), and elevated troponin (RR: 6.20, CI 95%, 1.73-22.24, p = 0.003).

CONCLUSIONS

In this study, nearly a quarter of the patients with COVID-19 pneumonia required intensive care. We identified several risk factors associated with ICU admission and mortality that may be useful for predicting, triaging, and managing COVID-19 pneumonia patients. However, these findings need to be validated prospectively.

The effects of glyphosate and AMPA on the mediterranean mussel Mytilus galloprovincialis and its microbiota

Glyphosate, the most widely used herbicide worldwide, targets the 5-enolpyruvylshikimate-3-phosphate synthase (EPSPS) enzyme in the shikimate pathway found in plants and some microorganisms. While the potential for glyphosate to induce a broad range of biological effects in exposed organisms has been demonstrated, the global molecular mechanisms of toxicity and potential effects in bacterial symbionts remain unclear, in particular for ecologically important marine species such as bivalve molluscs. Here, the effects of glyphosate (GLY), its degradation product aminomethylphosphonic acid (AMPA), and a mixture of both (MIX) on the mussel M. galloprovincialis were assessed in a controlled experiment. For the first time, next generation sequencing (RNA-seq and 16S rRNA amplicon sequencing) was used to evaluate such effects at the molecular level in both the host and its respective microbiota. The results suggest that the variable capacity of bacterial species to proliferate in the presence of these compounds and the impairment of host physiological homeostasis due to AMPA and GLY toxicity may cause significant perturbations to the digestive gland microbiota, as well as elicit the spread of potential opportunistic pathogens such as Vibrio spp.. The consequent host-immune system activation identified at the molecular and cellular level could be aimed at controlling changes occurring in the composition of symbiotic microbial communities. Overall, our data raise further concerns about the potential adverse effects of glyphosate and AMPA in marine species, suggesting that both the effects of direct toxicity and the ensuing changes occurring in the host-microbial community must be taken into consideration to determine the overall ecotoxicological hazard of these compounds.