Inclusion Criteria:  Age > 18 y Laboratory confirmed SARS CoV-2 infection (positive RT-PCR). Ground-glass opacity on chest computed-tomography Time from hospital admission to inclusion < or equal to 72 h  Exclusion Criteria:  Pregnant Under legal restriction