Tocilizumab is one of the newest therapeutic options for the acute respiratory distress syndrome (ARDS) caused by the recently discovered severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) β-coronavirus. Several trials are currently ongoing to assess the efficacy and safety profile of tocilizumab in treating ARDS. In this article, we present the case of a Black patient with acute pneumonia who benefited greatly from tocilizumab, but developed severe prolonged neutropenia. Considering the increasing use of tocilizumab among patients with coronavirus disease 2019 (COVID-19), this case warrants further research regarding the possible adverse hematological effects that need to be monitored in order to prevent secondary infections.