diff --git a/call_option.go b/call_option.go
index 030faf5..7b62164 100644
--- a/call_option.go
+++ b/call_option.go
@@ -35,6 +35,7 @@ import (
 
 	"google.golang.org/grpc"
 	"google.golang.org/grpc/codes"
+	"google.golang.org/grpc/status"
 )
 
 // CallOption is an option used by Invoke to control behaviors of RPC calls.
@@ -80,7 +81,11 @@ type boRetryer struct {
 }
 
 func (r *boRetryer) Retry(err error) (time.Duration, bool) {
-	c := grpc.Code(err)
+	st, ok := status.FromError(err)
+	if !ok {
+		return 0, false
+	}
+	c := st.Code()
 	for _, rc := range r.codes {
 		if c == rc {
 			return r.backoff.Pause(), true
diff --git a/call_option_test.go b/call_option_test.go
index e187868..6f81305 100644
--- a/call_option_test.go
+++ b/call_option_test.go
@@ -33,8 +33,8 @@ import (
 	"testing"
 	"time"
 
-	"google.golang.org/grpc"
 	"google.golang.org/grpc/codes"
+	"google.golang.org/grpc/status"
 )
 
 var _ Retryer = &boRetryer{}
@@ -68,7 +68,7 @@ func TestBackoffExponential(t *testing.T) {
 
 func TestOnCodes(t *testing.T) {
 	// Lint errors grpc.Errorf in 1.6. It mistakenly expects the first arg to Errorf to be a string.
-	errf := grpc.Errorf
+	errf := status.Errorf
 	apiErr := errf(codes.Unavailable, "")
 	tests := []struct {
 		c     []codes.Code
@@ -82,7 +82,7 @@ func TestOnCodes(t *testing.T) {
 	for _, tst := range tests {
 		b := OnCodes(tst.c, Backoff{})
 		if _, retry := b.Retry(apiErr); retry != tst.retry {
-			t.Errorf("retriable codes: %v, error code: %s, retry: %t, want %t", tst.c, grpc.Code(apiErr), retry, tst.retry)
+			t.Errorf("retriable codes: %v, error: %s, retry: %t, want %t", tst.c, apiErr, retry, tst.retry)
 		}
 	}
 }