diff --git a/beacon-chain/rpc/eth/node/node.go b/beacon-chain/rpc/eth/node/node.go
index 14ff6539f7..372e64148b 100644
--- a/beacon-chain/rpc/eth/node/node.go
+++ b/beacon-chain/rpc/eth/node/node.go
@@ -337,6 +337,9 @@ func handleEmptyFilters(req *ethpb.PeersRequest) (emptyState, emptyDirection boo
 func peerInfo(peerStatus *peers.Status, id peer.ID) (*ethpb.Peer, error) {
 	enr, err := peerStatus.ENR(id)
 	if err != nil {
+		if errors.Is(err, peerdata.ErrPeerUnknown) {
+			return nil, nil
+		}
 		return nil, errors.Wrap(err, "could not obtain ENR")
 	}
 	var serializedEnr string
@@ -348,14 +351,23 @@ func peerInfo(peerStatus *peers.Status, id peer.ID) (*ethpb.Peer, error) {
 	}
 	address, err := peerStatus.Address(id)
 	if err != nil {
+		if errors.Is(err, peerdata.ErrPeerUnknown) {
+			return nil, nil
+		}
 		return nil, errors.Wrap(err, "could not obtain address")
 	}
 	connectionState, err := peerStatus.ConnectionState(id)
 	if err != nil {
+		if errors.Is(err, peerdata.ErrPeerUnknown) {
+			return nil, nil
+		}
 		return nil, errors.Wrap(err, "could not obtain connection state")
 	}
 	direction, err := peerStatus.Direction(id)
 	if err != nil {
+		if errors.Is(err, peerdata.ErrPeerUnknown) {
+			return nil, nil
+		}
 		return nil, errors.Wrap(err, "could not obtain direction")
 	}
 	if eth.PeerDirection(direction) == eth.PeerDirection_UNKNOWN {