COVID toes: One or more toes may swell and turn pink, red, or a purplish color. Others may see a small amount of pus under their skin. Sometimes, people who have COVID toes have other symptoms of COVID-19. Treatment for COVID toes: To reduce pain or itching, apply a hydrocortisone cream to the affected area.