As can be seen in the two cases, both received lopinavir/ritonavir and hydroxychloroquine but showed persistent fever, rapidly aggravated hypoxemia and progressive bilateral infiltrations in accordance with the criteria of severe ARDS. After convalescent plasma infusion, the patients showed improved oxygenation and chest X-rays with decreased inflammatory markers and viral loads.