diff --git a/src/main/java/org/tikv/common/region/RegionStoreClient.java b/src/main/java/org/tikv/common/region/RegionStoreClient.java
index ba742c872b..511ae2e6bb 100644
--- a/src/main/java/org/tikv/common/region/RegionStoreClient.java
+++ b/src/main/java/org/tikv/common/region/RegionStoreClient.java
@@ -298,7 +298,16 @@ public class RegionStoreClient extends AbstractRegionStoreClient {
             forWrite);
     BatchGetResponse resp =
         callWithRetry(backOffer, TikvGrpc.getKvBatchGetMethod(), request, handler);
-    return handleBatchGetResponse(backOffer, resp, version);
+    try {
+      return handleBatchGetResponse(backOffer, resp, version);
+    } catch (TiKVException e) {
+      if ("locks not resolved, retry".equals(e.getMessage())) {
+        backOffer.doBackOff(BackOffFunction.BackOffFuncType.BoTxnLock, e);
+        return batchGet(backOffer, keys, version);
+      } else {
+        throw e;
+      }
+    }
   }
 
   private List<KvPair> handleBatchGetResponse(