diff --git a/planner/core/physical_plan_test.go b/planner/core/physical_plan_test.go
index c6932a22f50ea..b326bbfa29265 100644
--- a/planner/core/physical_plan_test.go
+++ b/planner/core/physical_plan_test.go
@@ -1693,3 +1693,22 @@ func (s *testPlanSuite) TestNthPlanHintWithExplain(c *C) {
 	// hold in the future, you may need to modify this.
 	tk.MustQuery("explain format = 'brief' select * from test.tt where a=1 and b=1").Check(testkit.Rows(output[1].Plan...))
 }
+
+func (s *testPlanSuite) TestPossibleProperties(c *C) {
+	store, dom, err := newStoreWithBootstrap()
+	c.Assert(err, IsNil)
+	defer func() {
+		dom.Close()
+		store.Close()
+	}()
+	tk := testkit.NewTestKit(c, store)
+	tk.MustExec("use test")
+	tk.MustExec("drop table if exists student, sc")
+	tk.MustExec("create table student(id int primary key auto_increment, name varchar(4) not null)")
+	tk.MustExec("create table sc(id int primary key auto_increment, student_id int not null, course_id int not null, score int not null)")
+	tk.MustExec("insert into student values (1,'s1'), (2,'s2')")
+	tk.MustExec("insert into sc (student_id, course_id, score) values (1,1,59), (1,2,57), (1,3,76), (2,1,99), (2,2,100), (2,3,100)")
+	tk.MustQuery("select /*+ stream_agg() */ a.id, avg(b.score) as afs from student a join sc b on a.id = b.student_id where b.score < 60 group by a.id having count(b.course_id) >= 2").Check(testkit.Rows(
+		"1 58.0000",
+	))
+}
diff --git a/planner/core/property_cols_prune.go b/planner/core/property_cols_prune.go
index c8296aa799283..91a9f34fb9017 100644
--- a/planner/core/property_cols_prune.go
+++ b/planner/core/property_cols_prune.go
@@ -165,13 +165,27 @@ func (p *LogicalProjection) PreparePossibleProperties(schema *expression.Schema,
 	return childProperties
 }
 
+func clonePossibleProperties(props [][]*expression.Column) [][]*expression.Column {
+	res := make([][]*expression.Column, len(props))
+	for i, prop := range props {
+		clonedProp := make([]*expression.Column, len(prop))
+		for j, col := range prop {
+			clonedProp[j] = col.Clone().(*expression.Column)
+		}
+		res[i] = clonedProp
+	}
+	return res
+}
+
 // PreparePossibleProperties implements LogicalPlan PreparePossibleProperties interface.
 func (p *LogicalJoin) PreparePossibleProperties(schema *expression.Schema, childrenProperties ...[][]*expression.Column) [][]*expression.Column {
 	leftProperties := childrenProperties[0]
 	rightProperties := childrenProperties[1]
 	// TODO: We should consider properties propagation.
-	p.leftProperties = leftProperties
-	p.rightProperties = rightProperties
+	// Clone the Columns in the property before saving them, otherwise the upper Projection may
+	// modify them and lead to unexpected results.
+	p.leftProperties = clonePossibleProperties(leftProperties)
+	p.rightProperties = clonePossibleProperties(rightProperties)
 	if p.JoinType == LeftOuterJoin || p.JoinType == LeftOuterSemiJoin {
 		rightProperties = nil
 	} else if p.JoinType == RightOuterJoin {
@@ -200,13 +214,22 @@ func (la *LogicalAggregation) PreparePossibleProperties(schema *expression.Schem
 		return nil
 	}
 	resultProperties := make([][]*expression.Column, 0, len(childProps))
+	clonedProperties := make([][]*expression.Column, 0, len(childProps))
 	groupByCols := la.GetGroupByCols()
 	for _, possibleChildProperty := range childProps {
 		sortColOffsets := getMaxSortPrefix(possibleChildProperty, groupByCols)
 		if len(sortColOffsets) == len(groupByCols) {
-			resultProperties = append(resultProperties, possibleChildProperty[:len(groupByCols)])
+			prop := possibleChildProperty[:len(groupByCols)]
+			resultProperties = append(resultProperties, prop)
+			// Clone the Columns in the property before saving them, otherwise the upper Projection may
+			// modify them and lead to unexpected results.
+			clonedProp := make([]*expression.Column, len(prop))
+			for i, col := range prop {
+				clonedProp[i] = col.Clone().(*expression.Column)
+			}
+			clonedProperties = append(clonedProperties, clonedProp)
 		}
 	}
-	la.possibleProperties = resultProperties
-	return la.possibleProperties
+	la.possibleProperties = clonedProperties
+	return resultProperties
 }