diff --git a/src/main/java/org/tikv/common/region/RegionStoreClient.java b/src/main/java/org/tikv/common/region/RegionStoreClient.java
index ba742c872b0..cda8ffa9870 100644
--- a/src/main/java/org/tikv/common/region/RegionStoreClient.java
+++ b/src/main/java/org/tikv/common/region/RegionStoreClient.java
@@ -298,11 +298,11 @@ public List<KvPair> batchGet(BackOffer backOffer, List<ByteString> keys, long ve
             forWrite);
     BatchGetResponse resp =
         callWithRetry(backOffer, TikvGrpc.getKvBatchGetMethod(), request, handler);
-    return handleBatchGetResponse(backOffer, resp, version);
+    return handleBatchGetResponse(backOffer, resp, version, keys);
   }
 
   private List<KvPair> handleBatchGetResponse(
-      BackOffer backOffer, BatchGetResponse resp, long version) {
+      BackOffer backOffer, BatchGetResponse resp, long version, List<ByteString> keys) {
     boolean forWrite = false;
     if (resp == null) {
       this.regionManager.onRequestFail(region);
@@ -329,7 +329,10 @@ private List<KvPair> handleBatchGetResponse(
           lockResolverClient.resolveLocks(backOffer, version, locks, forWrite);
       addResolvedLocks(version, resolveLockResult.getResolvedLocks());
       // resolveLocks already retried, just throw error to upper logic.
-      throw new TiKVException("locks not resolved, retry");
+      backOffer.doBackOff(
+          BackOffFunction.BackOffFuncType.BoTxnLock,
+          new TiKVException("locks not resolved, retry"));
+      return batchGet(backOffer, keys, version);
     }
 
     return codec.decodeKvPairs(resp.getPairsList());