Yes, absolutely, you can run any number of nodes that you want, and if appropriate share private keys between them using APIs like dumpprivkey and importprivkey.
Please note however that the node which started the blockchain has no special status once other nodes are connected. At the start it will be the only administrator of the chain, but there's no reason why other administrators on other nodes can't be added, and can even replace the original one.
