diff --git a/presto-hive/src/test/java/com/facebook/presto/hive/TestHiveIntegrationSmokeTest.java b/presto-hive/src/test/java/com/facebook/presto/hive/TestHiveIntegrationSmokeTest.java
index d7e06a1f926db..a6787c0d74d74 100644
--- a/presto-hive/src/test/java/com/facebook/presto/hive/TestHiveIntegrationSmokeTest.java
+++ b/presto-hive/src/test/java/com/facebook/presto/hive/TestHiveIntegrationSmokeTest.java
@@ -6053,9 +6053,20 @@ public void testRefreshMaterializedView()
                 "SELECT COUNT(*) FROM ( " + expectedInsertQuery + " )",
                 false, true);
 
+        refreshSql = "REFRESH MATERIALIZED VIEW test_customer_view_5 WHERE regionkey = 1 OR nationkey = 24";
+        expectedInsertQuery = "SELECT nation.name AS nationname, customer.custkey, customer.name AS customername, UPPER(customer.mktsegment) AS marketsegment, customer.nationkey, regionkey " +
+                "FROM test_nation_base_5 nation JOIN test_customer_base_5 customer ON (nation.nationkey = customer.nationkey) " +
+                "WHERE regionkey = 1 OR customer.nationkey = 24";
+        QueryAssertions.assertQuery(
+                queryRunner,
+                session,
+                refreshSql,
+                queryRunner,
+                "SELECT COUNT(*) FROM ( " + expectedInsertQuery + " )",
+                false, true);
+
         // Test invalid predicates
         assertQueryFails("REFRESH MATERIALIZED VIEW test_customer_view_5 WHERE nationname = 'UNITED STATES'", ".*Refresh materialized view by column nationname is not supported.*");
-        assertQueryFails("REFRESH MATERIALIZED VIEW test_customer_view_5 WHERE regionkey = 1 OR nationkey = 24", ".*Only logical AND is supported in WHERE clause.*");
         assertQueryFails("REFRESH MATERIALIZED VIEW test_customer_view_5 WHERE regionkey + nationkey = 25", ".*Only columns specified on literals are supported in WHERE clause.*");
         assertQueryFails("REFRESH MATERIALIZED VIEW test_customer_view_5", ".*Refresh Materialized View without predicates is not supported.");
     }
diff --git a/presto-main-base/src/main/java/com/facebook/presto/sql/analyzer/RefreshMaterializedViewPredicateAnalyzer.java b/presto-main-base/src/main/java/com/facebook/presto/sql/analyzer/RefreshMaterializedViewPredicateAnalyzer.java
index 4e6c3fb6cd3e4..37b023ddbe9d5 100644
--- a/presto-main-base/src/main/java/com/facebook/presto/sql/analyzer/RefreshMaterializedViewPredicateAnalyzer.java
+++ b/presto-main-base/src/main/java/com/facebook/presto/sql/analyzer/RefreshMaterializedViewPredicateAnalyzer.java
@@ -45,7 +45,7 @@
 
 /**
  * Map predicates on view columns in the RefreshMaterializedView where clause to predicates on base table columns,
- * which could be used for predicate push-down afterwards. Mapped predicates are connected by AND.
+ * which could be used for predicate push-down afterwards. Mapped predicates are connected by AND or OR.
  * For view columns that do not have a direct mapping to a base table column, keep the predicate with the view.
  */
 public class RefreshMaterializedViewPredicateAnalyzer
@@ -120,9 +120,12 @@ protected Void visitExpression(Expression node, Void context)
         @Override
         protected Void visitLogicalBinaryExpression(LogicalBinaryExpression node, Void context)
         {
-            if (!LogicalBinaryExpression.Operator.AND.equals(node.getOperator())) {
-                throw new SemanticException(NOT_SUPPORTED, node, "Only logical AND is supported in WHERE clause.");
+            if (LogicalBinaryExpression.Operator.OR.equals(node.getOperator())) {
+                SchemaTableName viewName = new SchemaTableName(viewDefinition.getSchema(), viewDefinition.getTable());
+                tablePredicatesBuilder.put(viewName, node);
+                return null;
             }
+
             if (!(node.getLeft() instanceof ComparisonExpression || node.getLeft() instanceof LogicalBinaryExpression)) {
                 throw new SemanticException(NOT_SUPPORTED, node.getLeft(), "Only column specifications connected by logical AND are supported in WHERE clause.");
             }