Table 5.
SN | COVID-19 Attributes | Pulmonary | Renal | Coronary | Carotid |
---|---|---|---|---|---|
1 | Viral invasion | ACE2 receptors on surface of type 2 pneumocytes | ACE2 receptors on the surface of glomerular cells, tubular epithelium, and podocytes of kidneys. | Myocytes [233] | ACE2 receptors |
2 | Manifestations | ARDS | Acute kidney injury, acute tubular necrosis, cortical necrosis, and renal ischemia, tissue abnormalities. | Plaque variability, abnormality in blood flow, Myocardial ischemia, myocarditis, and heart failure | Atherosclerotic plaque vulnerability and promotes a thrombogenic environment. |
3 | Systemic abnormalities (i.e., DM, HTN, ARDS, CVD) | Primary | Secondary | Primary and secondary | Primary and secondary |
4 | Anticoagulants | May be beneficial [234]. | Not beneficial [235] | Beneficial [236] | Beneficial [236] |
5 | Imaging Modalities | CT shows subpleural and peripheral areas “ground-glass opacities” and consolidation [236]. | CT, US, and MRI | CT, US, MRI, and X-ray | CT, US, and MRI |
6 | AI Models | ML [237], DL [238], HDL [46] | ML [239], DL [240], HDL [241] |
ML [204], DL [242], HDL [243] |
ML, DL, HDL |
7 | Classifier Types | SVM, DT, CNN, RF | SVM, DT, CNN, NB | SVM, DT, CNN, RF | SVM, DT, CNN, RF, NB |
8 | Drugs commonly used in COVID-19 may induce these conditions | Remdesivir is a prodrug for its action it metabolizes to Remdesivir triphosphate | Remdesivir is a prodrug for its action it metabolizes to Remdesivir triphosphate. Both Remdesivir and its active metabolite eliminate renal (i.e., 74%). AKI with this drug may be transient. Hence it is not advised in patients with eGFR < 30 mL/min per 1.73 m2 [244]. | Chloroquine phosphate, hydroxychloroquine sulphate and azithromycin usage individually or in combination may increase in QTc interval prolongation and torsades de pointes or ventricular arrhythmias [245,246]. |
Chloroquine phosphate, hydroxychloroquine sulphate, and azithromycin |