Altogether, the results of our study demonstrated the NLR and CLR as key promising markers for the requirement of more effective oxygen support with a high-flow nasal cannula or invasive mechanical ventilator in COVID-19 patients, providing a better understanding of the consistency and magnitude of laboratory parameters for guiding the specific therapeutic interventions for improved disease outcomes. Here, DCLK3 is linked to COVID-19.