diff --git a/src/Interpreters/InterpreterInsertQuery.cpp b/src/Interpreters/InterpreterInsertQuery.cpp
index 9d33650405a..01fee30a445 100644
--- a/src/Interpreters/InterpreterInsertQuery.cpp
+++ b/src/Interpreters/InterpreterInsertQuery.cpp
@@ -17,6 +17,7 @@
 #include <Interpreters/InterpreterWatchQuery.h>
 #include <Interpreters/JoinedTables.h>
 #include <Parsers/ASTFunction.h>
+#include <Parsers/ASTIdentifier.h>
 #include <Parsers/ASTInsertQuery.h>
 #include <Parsers/ASTSelectQuery.h>
 #include <Parsers/ASTSelectWithUnionQuery.h>
@@ -29,6 +30,8 @@
 #include <Storages/StorageDistributed.h>
 #include <TableFunctions/TableFunctionFactory.h>
 #include <Common/checkStackSize.h>
+#include <Interpreters/TranslateQualifiedNamesVisitor.h>
+#include <Interpreters/getTableExpressions.h>
 
 namespace
 {
@@ -90,9 +93,30 @@ Block InterpreterInsertQuery::getSampleBlock(
     }
 
     Block table_sample = metadata_snapshot->getSampleBlock();
+    const auto & columns = metadata_snapshot->getColumns();
+    auto names_and_types = columns.getOrdinary();
+    removeDuplicateColumns(names_and_types);
+    auto table_expr = std::make_shared<ASTTableExpression>();
+    table_expr->database_and_table_name = createTableIdentifier(table->getStorageID());
+    table_expr->children.push_back(table_expr->database_and_table_name);
+    TablesWithColumns tables_with_columns;
+    tables_with_columns.emplace_back(DatabaseAndTableWithAlias(*table_expr, context.getCurrentDatabase()), names_and_types);
+
+    tables_with_columns[0].addHiddenColumns(columns.getMaterialized());
+    tables_with_columns[0].addHiddenColumns(columns.getAliases());
+    tables_with_columns[0].addHiddenColumns(table->getVirtuals());
+
+    NameSet source_columns_set;
+    for (const auto & identifier : query.columns->children)
+        source_columns_set.insert(identifier->getColumnName());
+    TranslateQualifiedNamesVisitor::Data visitor_data(source_columns_set, tables_with_columns);
+    TranslateQualifiedNamesVisitor visitor(visitor_data);
+    auto columns_ast = query.columns->clone();
+    visitor.visit(columns_ast);
+
     /// Form the block based on the column names from the query
     Block res;
-    for (const auto & identifier : query.columns->children)
+    for (const auto & identifier : columns_ast->children)
     {
         std::string current_name = identifier->getColumnName();
 
diff --git a/src/Parsers/ParserInsertQuery.cpp b/src/Parsers/ParserInsertQuery.cpp
index dc25954c71f..50baf7566d1 100644
--- a/src/Parsers/ParserInsertQuery.cpp
+++ b/src/Parsers/ParserInsertQuery.cpp
@@ -36,7 +36,7 @@ bool ParserInsertQuery::parseImpl(Pos & pos, ASTPtr & node, Expected & expected)
     ParserToken s_lparen(TokenType::OpeningRoundBracket);
     ParserToken s_rparen(TokenType::ClosingRoundBracket);
     ParserIdentifier name_p;
-    ParserList columns_p(std::make_unique<ParserCompoundIdentifier>(), std::make_unique<ParserToken>(TokenType::Comma), false);
+    ParserList columns_p(std::make_unique<ParserInsertElement>(), std::make_unique<ParserToken>(TokenType::Comma), false);
     ParserFunction table_function_p{false};
 
     ASTPtr database;
@@ -189,5 +189,12 @@ bool ParserInsertQuery::parseImpl(Pos & pos, ASTPtr & node, Expected & expected)
     return true;
 }
 
+bool ParserInsertElement::parseImpl(Pos & pos, ASTPtr & node, Expected & expected)
+{
+    return ParserColumnsMatcher().parse(pos, node, expected)
+        || ParserQualifiedAsterisk().parse(pos, node, expected)
+        || ParserAsterisk().parse(pos, node, expected)
+        || ParserCompoundIdentifier().parse(pos, node, expected);
+}
 
 }
diff --git a/src/Parsers/ParserInsertQuery.h b/src/Parsers/ParserInsertQuery.h
index b69bc645c15..b6a199c9d71 100644
--- a/src/Parsers/ParserInsertQuery.h
+++ b/src/Parsers/ParserInsertQuery.h
@@ -33,4 +33,13 @@ public:
     ParserInsertQuery(const char * end_) : end(end_) {}
 };
 
+/** Insert accepts an identifier and an asterisk with variants.
+  */
+class ParserInsertElement : public IParserBase
+{
+protected:
+    const char * getName() const override { return "insert element"; }
+    bool parseImpl(Pos & pos, ASTPtr & node, Expected & expected) override;
+};
+
 }
diff --git a/tests/queries/0_stateless/01470_test_insert_select_asterisk.reference b/tests/queries/0_stateless/01470_test_insert_select_asterisk.reference
new file mode 100644
index 00000000000..c5d97af6937
--- /dev/null
+++ b/tests/queries/0_stateless/01470_test_insert_select_asterisk.reference
@@ -0,0 +1,6 @@
+1	0	0	2
+3	0	0	4
+1	0	0	2
+3	0	0	4
+1	0	0	2
+3	0	0	4
diff --git a/tests/queries/0_stateless/01470_test_insert_select_asterisk.sql b/tests/queries/0_stateless/01470_test_insert_select_asterisk.sql
new file mode 100644
index 00000000000..607b8a25f82
--- /dev/null
+++ b/tests/queries/0_stateless/01470_test_insert_select_asterisk.sql
@@ -0,0 +1,18 @@
+DROP TABLE IF EXISTS insert_select_dst;
+DROP TABLE IF EXISTS insert_select_src;
+
+CREATE TABLE insert_select_dst (i int, middle_a int, middle_b int, j int) ENGINE = Log;
+
+CREATE TABLE insert_select_src (i int, j int) ENGINE = Log;
+
+INSERT INTO insert_select_src VALUES (1, 2), (3, 4);
+
+INSERT INTO insert_select_dst(* EXCEPT (middle_a, middle_b)) SELECT * FROM insert_select_src;
+INSERT INTO insert_select_dst(insert_select_dst.* EXCEPT (middle_a, middle_b)) SELECT * FROM insert_select_src;
+INSERT INTO insert_select_dst(COLUMNS('.*') EXCEPT (middle_a, middle_b)) SELECT * FROM insert_select_src;
+INSERT INTO insert_select_dst(insert_select_src.* EXCEPT (middle_a, middle_b)) SELECT * FROM insert_select_src;  -- { serverError 47 }
+
+SELECT * FROM insert_select_dst;
+
+DROP TABLE IF EXISTS insert_select_dst;
+DROP TABLE IF EXISTS insert_select_src;