The National Football League on Monday said it is investigating whether the New England Patriots deflated footballs during their AFC Championship Game win on Sunday over the Indianapolis Colts.

League spokesman Michael Signora confirmed the investigation, but declined further comment. Patriots quarterback Tom Brady, appearing on a radio show Monday morning, called the idea that the team doctored footballs “ridiculous.”

“I...