diff --git a/channeldb/graph.go b/channeldb/graph.go
index 68d5b87c..0485cbbf 100644
--- a/channeldb/graph.go
+++ b/channeldb/graph.go
@@ -1636,9 +1636,11 @@ func (c *ChannelGraph) FilterChannelRange(startHeight, endHeight uint32) ([]uint
 	return chanIDs, nil
 }
 
-// FetchChanInfos returns the set of channel edges that correspond to the
-// passed channel ID's. This can be used to respond to peer queries that are
-// seeking to fill in gaps in their view of the channel graph.
+// FetchChanInfos returns the set of channel edges that correspond to the passed
+// channel ID's. If an edge is the query is unknown to the database, it will
+// skipped and the result will contain only those edges that exist at the time
+// of the query. This can be used to respond to peer queries that are seeking to
+// fill in gaps in their view of the channel graph.
 func (c *ChannelGraph) FetchChanInfos(chanIDs []uint64) ([]ChannelEdge, error) {
 	// TODO(roasbeef): sort cids?
 
@@ -1664,11 +1666,16 @@ func (c *ChannelGraph) FetchChanInfos(chanIDs []uint64) ([]ChannelEdge, error) {
 		for _, cid := range chanIDs {
 			byteOrder.PutUint64(cidBytes[:], cid)
 
-			// First, we'll fetch the static edge information.
+			// First, we'll fetch the static edge information. If
+			// the edge is unknown, we will skip the edge and
+			// continue gathering all known edges.
 			edgeInfo, err := fetchChanEdgeInfo(
 				edgeIndex, cidBytes[:],
 			)
-			if err != nil {
+			switch {
+			case err == ErrEdgeNotFound:
+				continue
+			case err != nil:
 				return err
 			}
 			edgeInfo.db = c.db
@@ -3058,36 +3065,6 @@ func (c *ChannelGraph) NewChannelEdgePolicy() *ChannelEdgePolicy {
 	return &ChannelEdgePolicy{db: c.db}
 }
 
-// MarkEdgeZombie marks an edge as a zombie within the graph's zombie index.
-// The public keys should represent the node public keys of the two parties
-// involved in the edge.
-func (c *ChannelGraph) MarkEdgeZombie(chanID uint64, pubKey1,
-	pubKey2 [33]byte) error {
-
-	c.cacheMu.Lock()
-	defer c.cacheMu.Unlock()
-
-	err := c.db.Update(func(tx *bbolt.Tx) error {
-		edges := tx.Bucket(edgeBucket)
-		if edges == nil {
-			return ErrGraphNoEdgesFound
-		}
-		zombieIndex, err := edges.CreateBucketIfNotExists(zombieBucket)
-		if err != nil {
-			return err
-		}
-		return markEdgeZombie(zombieIndex, chanID, pubKey1, pubKey2)
-	})
-	if err != nil {
-		return err
-	}
-
-	c.rejectCache.remove(chanID)
-	c.chanCache.remove(chanID)
-
-	return nil
-}
-
 // markEdgeZombie marks an edge as a zombie within our zombie index. The public
 // keys should represent the node public keys of the two parties involved in the
 // edge.
diff --git a/channeldb/graph_test.go b/channeldb/graph_test.go
index c2ae2ab2..e8c9440e 100644
--- a/channeldb/graph_test.go
+++ b/channeldb/graph_test.go
@@ -1750,9 +1750,8 @@ func TestFilterKnownChanIDs(t *testing.T) {
 		if err := graph.AddChannelEdge(&channel); err != nil {
 			t.Fatalf("unable to create channel edge: %v", err)
 		}
-		if err := graph.MarkEdgeZombie(
-			chanID.ToUint64(), node1.PubKeyBytes, node2.PubKeyBytes,
-		); err != nil {
+		err := graph.DeleteChannelEdge(&channel.ChannelPoint)
+		if err != nil {
 			t.Fatalf("unable to mark edge zombie: %v", err)
 		}
 
@@ -2006,6 +2005,24 @@ func TestFetchChanInfos(t *testing.T) {
 		edgeQuery = append(edgeQuery, chanID.ToUint64())
 	}
 
+	// Add an additional edge that does not exist. The query should skip
+	// this channel and return only infos for the edges that exist.
+	edgeQuery = append(edgeQuery, 500)
+
+	// Add an another edge to the query that has been marked as a zombie
+	// edge. The query should also skip this channel.
+	zombieChan, zombieChanID := createEdge(
+		666, 0, 0, 0, node1, node2,
+	)
+	if err := graph.AddChannelEdge(&zombieChan); err != nil {
+		t.Fatalf("unable to create channel edge: %v", err)
+	}
+	err = graph.DeleteChannelEdge(&zombieChan.ChannelPoint)
+	if err != nil {
+		t.Fatalf("unable to delete and mark edge zombie: %v", err)
+	}
+	edgeQuery = append(edgeQuery, zombieChanID.ToUint64())
+
 	// We'll now attempt to query for the range of channel ID's we just
 	// inserted into the database. We should get the exact same set of
 	// edges back.
@@ -2846,20 +2863,28 @@ func TestGraphZombieIndex(t *testing.T) {
 	if err != nil {
 		t.Fatalf("unable to create test vertex: %v", err)
 	}
-	edge, _, _ := createChannelEdge(db, node1, node2)
 
-	// If the graph is not aware of the edge, then it should not be a
-	// zombie.
+	// Swap the nodes if the second's pubkey is smaller than the first.
+	// Without this, the comparisons at the end will fail probabilistically.
+	if bytes.Compare(node2.PubKeyBytes[:], node1.PubKeyBytes[:]) < 0 {
+		node1, node2 = node2, node1
+	}
+
+	edge, _, _ := createChannelEdge(db, node1, node2)
+	if err := graph.AddChannelEdge(edge); err != nil {
+		t.Fatalf("unable to create channel edge: %v", err)
+	}
+
+	// Since the edge is known the graph and it isn't a zombie, IsZombieEdge
+	// should not report the channel as a zombie.
 	isZombie, _, _ := graph.IsZombieEdge(edge.ChannelID)
 	if isZombie {
 		t.Fatal("expected edge to not be marked as zombie")
 	}
 
-	// If we mark the edge as a zombie, then we should expect to see it
-	// within the index.
-	err = graph.MarkEdgeZombie(
-		edge.ChannelID, node1.PubKeyBytes, node2.PubKeyBytes,
-	)
+	// If we delete the edge and mark it as a zombie, then we should expect
+	// to see it within the index.
+	err = graph.DeleteChannelEdge(&edge.ChannelPoint)
 	if err != nil {
 		t.Fatalf("unable to mark edge as zombie: %v", err)
 	}