diff --git a/src/Database/Adapter/MariaDB.php b/src/Database/Adapter/MariaDB.php
index 465f57e3e..8bd731594 100644
--- a/src/Database/Adapter/MariaDB.php
+++ b/src/Database/Adapter/MariaDB.php
@@ -437,9 +437,17 @@ public function deleteAttribute(string $collection, string $id, bool $array = fa
 
         $sql = $this->trigger(Database::EVENT_ATTRIBUTE_DELETE, $sql);
 
-        return $this->getPDO()
-            ->prepare($sql)
-            ->execute();
+        try {
+            return $this->getPDO()
+                ->prepare($sql)
+                ->execute();
+        } catch (PDOException $e) {
+            if ($e->getCode() === "42000" && $e->errorInfo[1] === 1091) {
+                return true;
+            }
+
+            throw $e;
+        }
     }
 
     /**
diff --git a/src/Database/Adapter/Postgres.php b/src/Database/Adapter/Postgres.php
index 67067c0a6..116807a67 100644
--- a/src/Database/Adapter/Postgres.php
+++ b/src/Database/Adapter/Postgres.php
@@ -428,9 +428,17 @@ public function deleteAttribute(string $collection, string $id, bool $array = fa
 
         $sql = $this->trigger(Database::EVENT_ATTRIBUTE_DELETE, $sql);
 
-        return $this->getPDO()
-            ->prepare($sql)
-            ->execute();
+        try {
+            return $this->getPDO()
+                ->prepare($sql)
+                ->execute();
+        } catch (PDOException $e) {
+            if ($e->getCode() === "42703" && $e->errorInfo[1] === 7) {
+                return true;
+            }
+
+            throw $e;
+        }
     }
 
     /**
diff --git a/src/Database/Adapter/SQLite.php b/src/Database/Adapter/SQLite.php
index e03b5e794..90008bb09 100644
--- a/src/Database/Adapter/SQLite.php
+++ b/src/Database/Adapter/SQLite.php
@@ -383,9 +383,17 @@ public function deleteAttribute(string $collection, string $id, bool $array = fa
 
         $sql = $this->trigger(Database::EVENT_COLLECTION_DELETE, $sql);
 
-        return $this->getPDO()
-            ->prepare($sql)
-            ->execute();
+        try {
+            return $this->getPDO()
+                ->prepare($sql)
+                ->execute();
+        } catch (PDOException $e) {
+            if (str_contains($e->getMessage(), 'no such column')) {
+                return true;
+            }
+
+            throw $e;
+        }
     }
 
     /**
diff --git a/tests/e2e/Adapter/Base.php b/tests/e2e/Adapter/Base.php
index b794aec37..a94c63dcc 100644
--- a/tests/e2e/Adapter/Base.php
+++ b/tests/e2e/Adapter/Base.php
@@ -41,6 +41,14 @@ abstract class Base extends TestCase
      */
     abstract protected static function getDatabase(): Database;
 
+    /**
+     * @param string $collection
+     * @param string $column
+     *
+     * @return bool
+     */
+    abstract protected static function deleteColumn(string $collection, string $column): bool;
+
     /**
      * @return string
      */
@@ -1341,6 +1349,26 @@ public function testCreateDeleteAttribute(): void
         } catch (Exception $e) {
             $this->assertInstanceOf(DuplicateException::class, $e);
         }
+
+        // Test delete attribute when column does not exist
+        $this->assertEquals(true, static::getDatabase()->createAttribute('attributes', 'string1', Database::VAR_STRING, 128, true));
+        sleep(1);
+
+        $this->assertEquals(true, static::deleteColumn('attributes', 'string1'));
+
+        $collection = static::getDatabase()->getCollection('attributes');
+        $attributes = $collection->getAttribute('attributes');
+        $attribute = end($attributes);
+        $this->assertEquals('string1', $attribute->getId());
+
+        $this->assertEquals(true, static::getDatabase()->deleteAttribute('attributes', 'string1'));
+
+        $collection = static::getDatabase()->getCollection('attributes');
+        $attributes = $collection->getAttribute('attributes');
+        $attribute = end($attributes);
+        $this->assertNotEquals('string1', $attribute->getId());
+
+        $collection = static::getDatabase()->getCollection('attributes');
     }
 
     /**
diff --git a/tests/e2e/Adapter/MariaDBTest.php b/tests/e2e/Adapter/MariaDBTest.php
index d7966e657..10a217d4f 100644
--- a/tests/e2e/Adapter/MariaDBTest.php
+++ b/tests/e2e/Adapter/MariaDBTest.php
@@ -12,6 +12,7 @@
 class MariaDBTest extends Base
 {
     protected static ?Database $database = null;
+    protected static ?PDO $pdo = null;
     protected static string $namespace;
 
     // Remove once all methods are implemented
@@ -56,6 +57,17 @@ public static function getDatabase(bool $fresh = false): Database
 
         $database->create();
 
+        self::$pdo = $pdo;
         return self::$database = $database;
     }
+
+    protected static function deleteColumn(string $collection, string $column): bool
+    {
+        $sqlTable = "`" . self::getDatabase()->getDatabase() . "`.`" . self::getDatabase()->getNamespace() . "_" . $collection . "`";
+        $sql = "ALTER TABLE {$sqlTable} DROP COLUMN `{$column}`";
+
+        self::$pdo->exec($sql);
+
+        return true;
+    }
 }
diff --git a/tests/e2e/Adapter/MirrorTest.php b/tests/e2e/Adapter/MirrorTest.php
index ee34386f9..ae8bd7185 100644
--- a/tests/e2e/Adapter/MirrorTest.php
+++ b/tests/e2e/Adapter/MirrorTest.php
@@ -22,6 +22,8 @@
 class MirrorTest extends Base
 {
     protected static ?Mirror $database = null;
+    protected static ?PDO $destinationPdo = null;
+    protected static ?PDO $sourcePdo = null;
     protected static Database $source;
     protected static Database $destination;
 
@@ -48,6 +50,7 @@ protected static function getDatabase(bool $fresh = false): Mirror
         $redis->flushAll();
         $cache = new Cache(new RedisAdapter($redis));
 
+        self::$sourcePdo = $pdo;
         self::$source = new Database(new MariaDB($pdo), $cache);
 
         $mirrorHost = 'mariadb-mirror';
@@ -61,6 +64,7 @@ protected static function getDatabase(bool $fresh = false): Mirror
         $mirrorRedis->flushAll();
         $mirrorCache = new Cache(new RedisAdapter($mirrorRedis));
 
+        self::$destinationPdo = $mirrorPdo;
         self::$destination = new Database(new MariaDB($mirrorPdo), $mirrorCache);
 
         $database = new Mirror(self::$source, self::$destination);
@@ -312,4 +316,19 @@ public function testDeleteMirroredDocument(): void
         $this->assertTrue($database->getSource()->getDocument('testDeleteMirroredDocument', $document->getId())->isEmpty());
         $this->assertTrue($database->getDestination()->getDocument('testDeleteMirroredDocument', $document->getId())->isEmpty());
     }
+
+    protected static function deleteColumn(string $collection, string $column): bool
+    {
+        $sqlTable = "`" . self::$source->getDatabase() . "`.`" . self::$source->getNamespace() . "_" . $collection . "`";
+        $sql = "ALTER TABLE {$sqlTable} DROP COLUMN `{$column}`";
+
+        self::$sourcePdo->exec($sql);
+
+        $sqlTable = "`" . self::$destination->getDatabase() . "`.`" . self::$destination->getNamespace() . "_" . $collection . "`";
+        $sql = "ALTER TABLE {$sqlTable} DROP COLUMN `{$column}`";
+
+        self::$destinationPdo->exec($sql);
+
+        return true;
+    }
 }
diff --git a/tests/e2e/Adapter/MongoDBTest.php b/tests/e2e/Adapter/MongoDBTest.php
index 3f3b5d5de..9bd560a8f 100644
--- a/tests/e2e/Adapter/MongoDBTest.php
+++ b/tests/e2e/Adapter/MongoDBTest.php
@@ -95,4 +95,9 @@ public function testKeywords(): void
     {
         $this->assertTrue(true);
     }
+
+    protected static function deleteColumn(string $collection, string $column): bool
+    {
+        return true;
+    }
 }
diff --git a/tests/e2e/Adapter/MySQLTest.php b/tests/e2e/Adapter/MySQLTest.php
index 8d855d6ca..1cd3eb2e8 100644
--- a/tests/e2e/Adapter/MySQLTest.php
+++ b/tests/e2e/Adapter/MySQLTest.php
@@ -12,6 +12,7 @@
 class MySQLTest extends Base
 {
     public static ?Database $database = null;
+    protected static ?PDO $pdo = null;
     protected static string $namespace;
 
     // Remove once all methods are implemented
@@ -58,6 +59,17 @@ public static function getDatabase(): Database
 
         $database->create();
 
+        self::$pdo = $pdo;
         return self::$database = $database;
     }
+
+    protected static function deleteColumn(string $collection, string $column): bool
+    {
+        $sqlTable = "`" . self::getDatabase()->getDatabase() . "`.`" . self::getDatabase()->getNamespace() . "_" . $collection . "`";
+        $sql = "ALTER TABLE {$sqlTable} DROP COLUMN `{$column}`";
+
+        self::$pdo->exec($sql);
+
+        return true;
+    }
 }
diff --git a/tests/e2e/Adapter/PostgresTest.php b/tests/e2e/Adapter/PostgresTest.php
index e024e4442..ebf2cbc11 100644
--- a/tests/e2e/Adapter/PostgresTest.php
+++ b/tests/e2e/Adapter/PostgresTest.php
@@ -12,6 +12,7 @@
 class PostgresTest extends Base
 {
     public static ?Database $database = null;
+    protected static ?PDO $pdo = null;
     protected static string $namespace;
 
     /**
@@ -55,6 +56,17 @@ public static function getDatabase(): Database
 
         $database->create();
 
+        self::$pdo = $pdo;
         return self::$database = $database;
     }
+
+    protected static function deleteColumn(string $collection, string $column): bool
+    {
+        $sqlTable = '"' . self::getDatabase()->getDatabase() . '"."' . self::getDatabase()->getNamespace() . '_' . $collection . '"';
+        $sql = "ALTER TABLE {$sqlTable} DROP COLUMN \"{$column}\"";
+
+        self::$pdo->exec($sql);
+
+        return true;
+    }
 }
diff --git a/tests/e2e/Adapter/SQLiteTest.php b/tests/e2e/Adapter/SQLiteTest.php
index 2d4240994..0718d5522 100644
--- a/tests/e2e/Adapter/SQLiteTest.php
+++ b/tests/e2e/Adapter/SQLiteTest.php
@@ -12,6 +12,7 @@
 class SQLiteTest extends Base
 {
     public static ?Database $database = null;
+    protected static ?PDO $pdo = null;
     protected static string $namespace;
 
     // Remove once all methods are implemented
@@ -61,6 +62,17 @@ public static function getDatabase(): Database
 
         $database->create();
 
+        self::$pdo = $pdo;
         return self::$database = $database;
     }
+
+    protected static function deleteColumn(string $collection, string $column): bool
+    {
+        $sqlTable = "`" . self::getDatabase()->getNamespace() . "_" . $collection . "`";
+        $sql = "ALTER TABLE {$sqlTable} DROP COLUMN `{$column}`";
+
+        self::$pdo->exec($sql);
+
+        return true;
+    }
 }
diff --git a/tests/e2e/Adapter/SharedTables/MariaDBTest.php b/tests/e2e/Adapter/SharedTables/MariaDBTest.php
index 249e13319..f6d58a30f 100644
--- a/tests/e2e/Adapter/SharedTables/MariaDBTest.php
+++ b/tests/e2e/Adapter/SharedTables/MariaDBTest.php
@@ -13,6 +13,7 @@
 class MariaDBTest extends Base
 {
     protected static ?Database $database = null;
+    protected static ?PDO $pdo = null;
     protected static string $namespace;
 
     // Remove once all methods are implemented
@@ -59,6 +60,17 @@ public static function getDatabase(bool $fresh = false): Database
 
         $database->create();
 
+        self::$pdo = $pdo;
         return self::$database = $database;
     }
+
+    protected static function deleteColumn(string $collection, string $column): bool
+    {
+        $sqlTable = "`" . self::getDatabase()->getDatabase() . "`.`" . self::getDatabase()->getNamespace() . "_" . $collection . "`";
+        $sql = "ALTER TABLE {$sqlTable} DROP COLUMN `{$column}`";
+
+        self::$pdo->exec($sql);
+
+        return true;
+    }
 }
diff --git a/tests/e2e/Adapter/SharedTables/MongoDBTest.php b/tests/e2e/Adapter/SharedTables/MongoDBTest.php
index 47f480073..51027b88f 100644
--- a/tests/e2e/Adapter/SharedTables/MongoDBTest.php
+++ b/tests/e2e/Adapter/SharedTables/MongoDBTest.php
@@ -98,4 +98,9 @@ public function testKeywords(): void
     {
         $this->assertTrue(true);
     }
+
+    protected static function deleteColumn(string $collection, string $column): bool
+    {
+        return true;
+    }
 }
diff --git a/tests/e2e/Adapter/SharedTables/MySQLTest.php b/tests/e2e/Adapter/SharedTables/MySQLTest.php
index 689ea49c7..4cd682319 100644
--- a/tests/e2e/Adapter/SharedTables/MySQLTest.php
+++ b/tests/e2e/Adapter/SharedTables/MySQLTest.php
@@ -13,6 +13,7 @@
 class MySQLTest extends Base
 {
     public static ?Database $database = null;
+    protected static ?PDO $pdo = null;
     protected static string $namespace;
 
     // Remove once all methods are implemented
@@ -61,6 +62,17 @@ public static function getDatabase(): Database
 
         $database->create();
 
+        self::$pdo = $pdo;
         return self::$database = $database;
     }
+
+    protected static function deleteColumn(string $collection, string $column): bool
+    {
+        $sqlTable = "`" . self::getDatabase()->getDatabase() . "`.`" . self::getDatabase()->getNamespace() . "_" . $collection . "`";
+        $sql = "ALTER TABLE {$sqlTable} DROP COLUMN `{$column}`";
+
+        self::$pdo->exec($sql);
+
+        return true;
+    }
 }
diff --git a/tests/e2e/Adapter/SharedTables/PostgresTest.php b/tests/e2e/Adapter/SharedTables/PostgresTest.php
index df85dfeb0..23c659958 100644
--- a/tests/e2e/Adapter/SharedTables/PostgresTest.php
+++ b/tests/e2e/Adapter/SharedTables/PostgresTest.php
@@ -13,6 +13,7 @@
 class PostgresTest extends Base
 {
     public static ?Database $database = null;
+    public static ?PDO $pdo = null;
     protected static string $namespace;
 
     /**
@@ -58,6 +59,17 @@ public static function getDatabase(): Database
 
         $database->create();
 
+        self::$pdo = $pdo;
         return self::$database = $database;
     }
+
+    protected static function deleteColumn(string $collection, string $column): bool
+    {
+        $sqlTable = '"' . self::getDatabase()->getDatabase() . '"."' . self::getDatabase()->getNamespace() . '_' . $collection . '"';
+        $sql = "ALTER TABLE {$sqlTable} DROP COLUMN \"{$column}\"";
+
+        self::$pdo->exec($sql);
+
+        return true;
+    }
 }
diff --git a/tests/e2e/Adapter/SharedTables/SQLiteTest.php b/tests/e2e/Adapter/SharedTables/SQLiteTest.php
index a69984216..7cea4fb61 100644
--- a/tests/e2e/Adapter/SharedTables/SQLiteTest.php
+++ b/tests/e2e/Adapter/SharedTables/SQLiteTest.php
@@ -13,6 +13,7 @@
 class SQLiteTest extends Base
 {
     public static ?Database $database = null;
+    public static ?PDO $pdo = null;
     protected static string $namespace;
 
     // Remove once all methods are implemented
@@ -64,6 +65,17 @@ public static function getDatabase(): Database
 
         $database->create();
 
+        self::$pdo = $pdo;
         return self::$database = $database;
     }
+
+    protected static function deleteColumn(string $collection, string $column): bool
+    {
+        $sqlTable = "`" . self::getDatabase()->getNamespace() . "_" . $collection . "`";
+        $sql = "ALTER TABLE {$sqlTable} DROP COLUMN `{$column}`";
+
+        self::$pdo->exec($sql);
+
+        return true;
+    }
 }