diff --git a/datafusion/core/src/dataframe/mod.rs b/datafusion/core/src/dataframe/mod.rs
index 70c507511453..24f1000693aa 100644
--- a/datafusion/core/src/dataframe/mod.rs
+++ b/datafusion/core/src/dataframe/mod.rs
@@ -2606,6 +2606,54 @@ mod tests {
         Ok(())
     }
 
+    #[tokio::test]
+    async fn test_aggregate_with_union() -> Result<()> {
+        let df = test_table().await?;
+
+        let df1 = df
+            .clone()
+            // GROUP BY `c1`
+            .aggregate(vec![col("c1")], vec![min(col("c2"))])?
+            // SELECT `c1` , min(c2) as `result`
+            .select(vec![col("c1"), min(col("c2")).alias("result")])?;
+        let df2 = df
+            .clone()
+            // GROUP BY `c1`
+            .aggregate(vec![col("c1")], vec![max(col("c3"))])?
+            // SELECT `c1` , max(c3) as `result`
+            .select(vec![col("c1"), max(col("c3")).alias("result")])?;
+
+        let df_union = df1.union(df2)?;
+        let df = df_union
+            // GROUP BY `c1`
+            .aggregate(
+                vec![col("c1")],
+                vec![sum(col("result")).alias("sum_result")],
+            )?
+            // SELECT `c1`, sum(result) as `sum_result`
+            .select(vec![(col("c1")), col("sum_result")])?;
+
+        let df_results = df.collect().await?;
+
+        #[rustfmt::skip]
+        assert_batches_sorted_eq!(
+            [
+                "+----+------------+",
+                "| c1 | sum_result |",
+                "+----+------------+",
+                "| a  | 84         |",
+                "| b  | 69         |",
+                "| c  | 124        |",
+                "| d  | 126        |",
+                "| e  | 121        |",
+                "+----+------------+"
+            ],
+            &df_results
+        );
+
+        Ok(())
+    }
+
     #[tokio::test]
     async fn test_aggregate_subexpr() -> Result<()> {
         let df = test_table().await?;
diff --git a/datafusion/expr/src/logical_plan/builder.rs b/datafusion/expr/src/logical_plan/builder.rs
index cc8ddf8ec8e8..8e489f07a7a9 100644
--- a/datafusion/expr/src/logical_plan/builder.rs
+++ b/datafusion/expr/src/logical_plan/builder.rs
@@ -50,8 +50,8 @@ use datafusion_common::display::ToStringifiedPlan;
 use datafusion_common::file_options::file_type::FileType;
 use datafusion_common::{
     get_target_functional_dependencies, internal_err, not_impl_err, plan_datafusion_err,
-    plan_err, Column, DFSchema, DFSchemaRef, DataFusionError, Result, ScalarValue,
-    TableReference, ToDFSchema, UnnestOptions,
+    plan_err, Column, DFSchema, DFSchemaRef, DataFusionError, FunctionalDependencies,
+    Result, ScalarValue, TableReference, ToDFSchema, UnnestOptions,
 };
 
 use super::dml::InsertOp;
@@ -1401,7 +1401,12 @@ pub fn validate_unique_names<'a>(
 pub fn union(left_plan: LogicalPlan, right_plan: LogicalPlan) -> Result<LogicalPlan> {
     // Temporarily use the schema from the left input and later rely on the analyzer to
     // coerce the two schemas into a common one.
-    let schema = Arc::clone(left_plan.schema());
+
+    // Functional Dependencies doesn't preserve after UNION operation
+    let schema = (**left_plan.schema()).clone();
+    let schema =
+        Arc::new(schema.with_functional_dependencies(FunctionalDependencies::empty())?);
+
     Ok(LogicalPlan::Union(Union {
         inputs: vec![Arc::new(left_plan), Arc::new(right_plan)],
         schema,