Except our bodies will be like Jesus' Resurrected Body and He ate food,
"So they gave Him a piece of a broiled fish and some honeycomb. And He took it and ate in their presence." (Luke 24:42-45)
If you can still eat food, and be touched (Jesus had Thomas feel his wounds), then why would you not...