You can pet the dog in Enter The Gungeon, but it was not always this way. Until recently, nobody could pet the dog, and times were dark indeed. Then a humble Twitter account stepped in and saved the day, at what turned out to be the very last minute.
Source: Kotaku – You Can Now Pet The Dog In Enter The Gungeon, Thanks To That Twitter Account