Inclusion Criteria:  patients with COVID 19 and having a positive RT-PCR at control in  14 days from confirmation of infection for asymptomatic subjects and 7 days after the disappearance of symptoms for pauci-symptomatic subjects  Non inclusion Criteria: Pregnant women and children under the age of 18 will not be included  Exclusion Criteria:  None