Was Jesus' favorite suspected of betrayal?

I have heard somewhere that the apostles thought that John betrayed Jesus. I might have heard this from Father Perry during Bible study. Remember Jesus didn't spell out Judas as the traitor. They thought Judas left to get food for the poor or something like that.