diff --git a/src/Core/Services/MetadataProviders/Converters/DatabaseObjectConverter.cs b/src/Core/Services/MetadataProviders/Converters/DatabaseObjectConverter.cs
index 6d625c7f9d..0e4d3aecc5 100644
--- a/src/Core/Services/MetadataProviders/Converters/DatabaseObjectConverter.cs
+++ b/src/Core/Services/MetadataProviders/Converters/DatabaseObjectConverter.cs
@@ -78,9 +78,14 @@ public override void Write(Utf8JsonWriter writer, DatabaseObject value, JsonSeri
                 if (IsSourceDefinitionOrDerivedClassProperty(prop) && propVal is SourceDefinition sourceDef)
                 {
                     EscapeDollaredColumns(sourceDef);
+                    JsonSerializer.Serialize(writer, propVal, options);
+                    // Immediately unescape to restore the original state
+                    UnescapeDollaredColumns(sourceDef);
+                }
+                else
+                {
+                    JsonSerializer.Serialize(writer, propVal, options);
                 }
-
-                JsonSerializer.Serialize(writer, propVal, options);
             }
 
             writer.WriteEndObject();
@@ -97,21 +102,50 @@ private static bool IsSourceDefinitionOrDerivedClassProperty(PropertyInfo prop)
         /// </summary>
         private static void EscapeDollaredColumns(SourceDefinition sourceDef)
         {
-            if (sourceDef.Columns is null || sourceDef.Columns.Count == 0)
+            // Escape column names in the Columns dictionary
+            if (sourceDef.Columns is not null && sourceDef.Columns.Count > 0)
             {
-                return;
+                List<string> keysToEscape = sourceDef.Columns.Keys
+                    .Where(k => k.StartsWith(DOLLAR_CHAR, StringComparison.Ordinal))
+                    .ToList();
+
+                foreach (string key in keysToEscape)
+                {
+                    ColumnDefinition col = sourceDef.Columns[key];
+                    sourceDef.Columns.Remove(key);
+                    string newKey = ESCAPED_DOLLARCHAR + key[1..];
+                    sourceDef.Columns[newKey] = col;
+                }
             }
 
-            List<string> keysToEscape = sourceDef.Columns.Keys
-                .Where(k => k.StartsWith(DOLLAR_CHAR, StringComparison.Ordinal))
-                .ToList();
+            // Escape column names in SourceEntityRelationshipMap
+            if (sourceDef.SourceEntityRelationshipMap is not null && sourceDef.SourceEntityRelationshipMap.Count > 0)
+            {
+                foreach (RelationshipMetadata relationshipMetadata in sourceDef.SourceEntityRelationshipMap.Values)
+                {
+                    foreach (List<ForeignKeyDefinition> fkDefinitions in relationshipMetadata.TargetEntityToFkDefinitionMap.Values)
+                    {
+                        foreach (ForeignKeyDefinition fkDef in fkDefinitions)
+                        {
+                            EscapeColumnList(fkDef.ReferencedColumns);
+                            EscapeColumnList(fkDef.ReferencingColumns);
+                        }
+                    }
+                }
+            }
+        }
 
-            foreach (string key in keysToEscape)
+        /// <summary>
+        /// Escapes column names in a list that start with '$' to 'DAB_ESCAPE$' prefix.
+        /// </summary>
+        private static void EscapeColumnList(List<string> columnList)
+        {
+            for (int i = 0; i < columnList.Count; i++)
             {
-                ColumnDefinition col = sourceDef.Columns[key];
-                sourceDef.Columns.Remove(key);
-                string newKey = ESCAPED_DOLLARCHAR + key[1..];
-                sourceDef.Columns[newKey] = col;
+                if (columnList[i] != null && columnList[i].StartsWith(DOLLAR_CHAR, StringComparison.Ordinal))
+                {
+                    columnList[i] = ESCAPED_DOLLARCHAR + columnList[i][1..];
+                }
             }
         }
 
@@ -120,21 +154,50 @@ private static void EscapeDollaredColumns(SourceDefinition sourceDef)
         /// </summary>
         private static void UnescapeDollaredColumns(SourceDefinition sourceDef)
         {
-            if (sourceDef.Columns is null || sourceDef.Columns.Count == 0)
+            // Unescape column names in the Columns dictionary
+            if (sourceDef.Columns is not null && sourceDef.Columns.Count > 0)
             {
-                return;
+                List<string> keysToUnescape = sourceDef.Columns.Keys
+                    .Where(k => k.StartsWith(ESCAPED_DOLLARCHAR, StringComparison.Ordinal))
+                    .ToList();
+
+                foreach (string key in keysToUnescape)
+                {
+                    ColumnDefinition col = sourceDef.Columns[key];
+                    sourceDef.Columns.Remove(key);
+                    string newKey = DOLLAR_CHAR + key[11..];
+                    sourceDef.Columns[newKey] = col;
+                }
             }
 
-            List<string> keysToUnescape = sourceDef.Columns.Keys
-                .Where(k => k.StartsWith(ESCAPED_DOLLARCHAR, StringComparison.Ordinal))
-                .ToList();
+            // Unescape column names in SourceEntityRelationshipMap
+            if (sourceDef.SourceEntityRelationshipMap is not null && sourceDef.SourceEntityRelationshipMap.Count > 0)
+            {
+                foreach (RelationshipMetadata relationshipMetadata in sourceDef.SourceEntityRelationshipMap.Values)
+                {
+                    foreach (List<ForeignKeyDefinition> fkDefinitions in relationshipMetadata.TargetEntityToFkDefinitionMap.Values)
+                    {
+                        foreach (ForeignKeyDefinition fkDef in fkDefinitions)
+                        {
+                            UnescapeColumnList(fkDef.ReferencedColumns);
+                            UnescapeColumnList(fkDef.ReferencingColumns);
+                        }
+                    }
+                }
+            }
+        }
 
-            foreach (string key in keysToUnescape)
+        /// <summary>
+        /// Unescapes column names in a list that start with 'DAB_ESCAPE$' prefix to '$'.
+        /// </summary>
+        private static void UnescapeColumnList(List<string> columnList)
+        {
+            for (int i = 0; i < columnList.Count; i++)
             {
-                ColumnDefinition col = sourceDef.Columns[key];
-                sourceDef.Columns.Remove(key);
-                string newKey = DOLLAR_CHAR + key[11..];
-                sourceDef.Columns[newKey] = col;
+                if (columnList[i] != null && columnList[i].StartsWith(ESCAPED_DOLLARCHAR, StringComparison.Ordinal))
+                {
+                    columnList[i] = DOLLAR_CHAR + columnList[i][11..];
+                }
             }
         }
 
diff --git a/src/Service.Tests/UnitTests/SerializationDeserializationTests.cs b/src/Service.Tests/UnitTests/SerializationDeserializationTests.cs
index 29735231c2..d03d7bb7ed 100644
--- a/src/Service.Tests/UnitTests/SerializationDeserializationTests.cs
+++ b/src/Service.Tests/UnitTests/SerializationDeserializationTests.cs
@@ -381,6 +381,72 @@ public void TestDatabaseStoredProcedureSerializationDeserialization_WithDollarCo
             VerifySourceDefinitionSerializationDeserialization(deserializedDatabaseSP.StoredProcedureDefinition, _databaseStoredProcedure.StoredProcedureDefinition, "$FirstName", true);
         }
 
+        /// <summary>
+        /// Validates serialization and deserialization of SourceDefinition with dollar-prefixed columns
+        /// in SourceEntityRelationshipMap (ForeignKeyDefinition ReferencedColumns and ReferencingColumns).
+        /// Ensures that dollar-prefixed column names in relationship metadata are properly escaped during
+        /// serialization and unescaped during deserialization.
+        /// </summary>
+        [TestMethod]
+        public void TestSourceDefinitionRelationshipMapSerializationDeserialization_WithDollarColumn()
+        {
+            InitializeObjects(generateDollaredColumn: true);
+
+            RelationShipPair pair = GetRelationShipPair();
+
+            // Create ForeignKeyDefinition with dollar-prefixed columns
+            ForeignKeyDefinition foreignKeyDefinition = new()
+            {
+                Pair = pair,
+                ReferencedColumns = new List<string> { "$Index" },
+                ReferencingColumns = new List<string> { "$FirstName" }
+            };
+
+            RelationshipMetadata metadata = new();
+            metadata.TargetEntityToFkDefinitionMap.Add("customers", new List<ForeignKeyDefinition> { foreignKeyDefinition });
+
+            _databaseTable.TableDefinition.SourceEntityRelationshipMap.Add("persons", metadata);
+
+            // Configure serialization options with ReferenceHandler.Preserve for cyclic objects
+            _options = new()
+            {
+                Converters = {
+                    new DatabaseObjectConverter(),
+                    new TypeConverter(),
+                },
+                ReferenceHandler = ReferenceHandler.Preserve,
+            };
+
+            // Create a dictionary to serialize the DatabaseTable (this triggers DatabaseObjectConverter)
+            Dictionary<string, DatabaseObject> dict = new() { { "person", _databaseTable } };
+
+            // Serialize and verify that dollar-prefixed columns in relationship metadata are escaped
+            string serializedDict = JsonSerializer.Serialize(dict, _options);
+            Assert.IsTrue(serializedDict.Contains("DAB_ESCAPE$Index"),
+                "Serialized JSON should contain escaped dollar-prefixed column name in ReferencedColumns.");
+            Assert.IsTrue(serializedDict.Contains("DAB_ESCAPE$FirstName"),
+                "Serialized JSON should contain escaped dollar-prefixed column name in ReferencingColumns and Columns.");
+
+            // Deserialize and verify that dollar-prefixed columns are properly unescaped
+            Dictionary<string, DatabaseObject> deserializedDict = JsonSerializer.Deserialize<Dictionary<string, DatabaseObject>>(serializedDict, _options)!;
+            DatabaseTable deserializedDatabaseTable = (DatabaseTable)deserializedDict["person"];
+
+            // Verify the ForeignKeyDefinition
+            ForeignKeyDefinition expectedForeignKeyDefinition = _databaseTable.TableDefinition.SourceEntityRelationshipMap["persons"].TargetEntityToFkDefinitionMap["customers"][0];
+            ForeignKeyDefinition deserializedForeignKeyDefinition = deserializedDatabaseTable.TableDefinition.SourceEntityRelationshipMap["persons"].TargetEntityToFkDefinitionMap["customers"][0];
+
+            // Verify that columns were properly unescaped
+            Assert.AreEqual(1, deserializedForeignKeyDefinition.ReferencedColumns.Count);
+            Assert.AreEqual("$Index", deserializedForeignKeyDefinition.ReferencedColumns[0],
+                "ReferencedColumns should be unescaped back to original dollar-prefixed name.");
+            Assert.AreEqual(1, deserializedForeignKeyDefinition.ReferencingColumns.Count);
+            Assert.AreEqual("$FirstName", deserializedForeignKeyDefinition.ReferencingColumns[0],
+                "ReferencingColumns should be unescaped back to original dollar-prefixed name.");
+
+            // Verify RelationShipPair equality
+            Assert.IsTrue(expectedForeignKeyDefinition.Equals(deserializedForeignKeyDefinition));
+        }
+
         private void InitializeObjects(bool generateDollaredColumn = false)
         {
             string columnName = generateDollaredColumn ? "$FirstName" : "FirstName";