Among hospitalized COVID-19 cases, higher abundance of platelets/CD34− megakaryocyte progenitors and cycling cMono was associated with oxygenation status (SaO2/FiO2, SOFA oxygenation score, ventilation status), severity (WHO ordinal), and CRP (all Pc < 0.01). Here, CRP is linked to COVID-19.