The ongoing coronavirus disease 2019 (COVID-19) pandemic, caused by severe acute respiratory syndrome coronavirus 2, represents a potentially major challenge to patients with immune-mediated inflammatory diseases who are treated with immunomodulatory therapies. We report the case of an 18-year-old ulcerative colitis patient in sustained clinical remission who 4 days after application of her ongoing therapy with the anti-TNF antibody infliximab developed mild respiratory and abdominal symptoms. The patient was subsequently diagnosed with COVID-19 but did not need hospitalization. The clinical symptoms completely resolved within 1 week after onset and there was no change in ulcerative colitis activity. The recently applied anti-TNF therapy did not lead to exacerbation of the infectious symptoms. Current recommendations strongly favor continuation of effective maintenance anti-TNF therapy in inflammatory bowel disease patients, as there is no evidence for aggravated CO-VID-19 upon infection. It is unclear whether anti-TNF treatment might even have assisted in preventing worsening of COVID-19 and improving outcome. Further data in the group of immune-mediated inflammatory disease patients under anti-TNF therapy are urgently needed.