Barnes was placed on the COVID-19 injured list Monday, Jeff Passan of ESPN.com reports.
It's not yet clear whether Barnes has tested positive for the virus himself or if he's merely out due to contact tracing, so it's hard to say how much time he'll need to miss. Adam Ottavino should be the top option for saves until he returns.