diff --git a/pom.xml b/pom.xml
index dd34f060b3..9d95527e97 100644
--- a/pom.xml
+++ b/pom.xml
@@ -57,14 +57,14 @@
         <protobuf.version>3.18.0</protobuf.version>
         <log4j.version>1.2.17</log4j.version>
         <slf4j.version>1.7.16</slf4j.version>
-        <grpc.version>1.48.0</grpc.version>
+        <grpc.version>1.60.0</grpc.version>
         <netty.tcnative.version>2.0.34.Final</netty.tcnative.version>
         <gson.version>2.8.9</gson.version>
         <powermock.version>1.6.6</powermock.version>
         <jackson-annotations.version>2.13.2</jackson-annotations.version>
         <jackson.version>2.13.4.2</jackson.version>
         <trove4j.version>3.0.1</trove4j.version>
-        <jetcd.version>0.4.1</jetcd.version>
+        <jetcd.version>0.7.7</jetcd.version>
         <joda-time.version>2.9.9</joda-time.version>
         <joda-convert.version>1.9.2</joda-convert.version>
         <proto.folder>${basedir}/proto</proto.folder>
@@ -188,20 +188,6 @@
         <dependency>
             <groupId>io.etcd</groupId>
             <artifactId>jetcd-core</artifactId>
-            <exclusions>
-                <exclusion>
-                    <groupId>io.etcd</groupId>
-                    <artifactId>jetcd-resolver</artifactId>
-                </exclusion>
-                <exclusion>
-                    <groupId>io.etcd</groupId>
-                    <artifactId>jetcd-common</artifactId>
-                </exclusion>
-                <exclusion>
-                    <groupId>io.grpc</groupId>
-                    <artifactId>grpc-grpclb</artifactId>
-                </exclusion>
-            </exclusions>
             <version>${jetcd.version}</version>
         </dependency>
         <dependency>
diff --git a/src/main/java/org/tikv/common/PDClient.java b/src/main/java/org/tikv/common/PDClient.java
index e3695b6916..e2c1f30f42 100644
--- a/src/main/java/org/tikv/common/PDClient.java
+++ b/src/main/java/org/tikv/common/PDClient.java
@@ -841,8 +841,11 @@ public class PDClient extends AbstractGRPCClient<PDBlockingStub, PDFutureStub>
         Metadata header = new Metadata();
         header.put(TiConfiguration.PD_FORWARD_META_DATA_KEY, addrToUri(leaderInfo).toString());
         this.blockingStub =
-            MetadataUtils.attachHeaders(PDGrpc.newBlockingStub(clientChannel), header);
-        this.asyncStub = MetadataUtils.attachHeaders(PDGrpc.newFutureStub(clientChannel), header);
+            PDGrpc.newBlockingStub(clientChannel)
+                .withInterceptors(MetadataUtils.newAttachHeadersInterceptor(header));
+        this.asyncStub =
+            PDGrpc.newFutureStub(clientChannel)
+                .withInterceptors(MetadataUtils.newAttachHeadersInterceptor(header));
       } else {
         this.blockingStub = PDGrpc.newBlockingStub(clientChannel);
         this.asyncStub = PDGrpc.newFutureStub(clientChannel);
diff --git a/src/main/java/org/tikv/common/region/AbstractRegionStoreClient.java b/src/main/java/org/tikv/common/region/AbstractRegionStoreClient.java
index f848de8798..6e5eecf565 100644
--- a/src/main/java/org/tikv/common/region/AbstractRegionStoreClient.java
+++ b/src/main/java/org/tikv/common/region/AbstractRegionStoreClient.java
@@ -209,8 +209,9 @@ public abstract class AbstractRegionStoreClient
     if (store.getProxyStore() != null) {
       Metadata header = new Metadata();
       header.put(TiConfiguration.FORWARD_META_DATA_KEY, store.getStore().getAddress());
-      blockingStub = MetadataUtils.attachHeaders(blockingStub, header);
-      asyncStub = MetadataUtils.attachHeaders(asyncStub, header);
+      blockingStub =
+          blockingStub.withInterceptors(MetadataUtils.newAttachHeadersInterceptor(header));
+      asyncStub = asyncStub.withInterceptors(MetadataUtils.newAttachHeadersInterceptor(header));
     }
   }
 
@@ -371,7 +372,8 @@ public abstract class AbstractRegionStoreClient
                 .setKey(codec.encodeKey(key))
                 .build();
         ListenableFuture<Kvrpcpb.RawGetResponse> task =
-            MetadataUtils.attachHeaders(stub, header).rawGet(rawGetRequest);
+            stub.withInterceptors(MetadataUtils.newAttachHeadersInterceptor(header))
+                .rawGet(rawGetRequest);
         responses.add(new ForwardCheckTask(task, peerStore.getStore()));
       } catch (Exception e) {
         logger.warn(
diff --git a/src/main/java/org/tikv/common/region/RegionStoreClient.java b/src/main/java/org/tikv/common/region/RegionStoreClient.java
index 22607b2bdb..9a4ed80750 100644
--- a/src/main/java/org/tikv/common/region/RegionStoreClient.java
+++ b/src/main/java/org/tikv/common/region/RegionStoreClient.java
@@ -1395,8 +1395,12 @@ public class RegionStoreClient extends AbstractRegionStoreClient {
             channelFactory.getChannel(addressStr, regionManager.getPDClient().getHostMapping());
         Metadata header = new Metadata();
         header.put(TiConfiguration.FORWARD_META_DATA_KEY, store.getStore().getAddress());
-        blockingStub = MetadataUtils.attachHeaders(TikvGrpc.newBlockingStub(channel), header);
-        asyncStub = MetadataUtils.attachHeaders(TikvGrpc.newFutureStub(channel), header);
+        blockingStub =
+            TikvGrpc.newBlockingStub(channel)
+                .withInterceptors(MetadataUtils.newAttachHeadersInterceptor(header));
+        asyncStub =
+            TikvGrpc.newFutureStub(channel)
+                .withInterceptors(MetadataUtils.newAttachHeadersInterceptor(header));
       } else {
         channel = channelFactory.getChannel(addressStr, pdClient.getHostMapping());
         blockingStub = TikvGrpc.newBlockingStub(channel);