I disagree that it has nothing to do with water. It has everything to do with being baptized in the name of Jesus.
Yes, those passages say we're baptized into Christ. On the day of Pentecost, of all those who heard the gospel, which ones were added to Christ?
Acts 2:41 So those who received...