diff --git a/app/DoctrineMigrations/Version20160401000000.php b/app/DoctrineMigrations/Version20160401000000.php
index ac3539f8f..a61d6a5ac 100644
--- a/app/DoctrineMigrations/Version20160401000000.php
+++ b/app/DoctrineMigrations/Version20160401000000.php
@@ -70,7 +70,7 @@ CREATE TABLE {$this->getTable('oauth2_clients')} (id INT AUTO_INCREMENT NOT NULL
 CREATE TABLE {$this->getTable('oauth2_access_tokens')} (id INT AUTO_INCREMENT NOT NULL, client_id INT NOT NULL, user_id INT DEFAULT NULL, token VARCHAR(255) NOT NULL, expires_at INT DEFAULT NULL, scope VARCHAR(255) DEFAULT NULL, UNIQUE INDEX UNIQ_368A42095F37A13B (token), INDEX IDX_368A420919EB6921 (client_id), INDEX IDX_368A4209A76ED395 (user_id), PRIMARY KEY(id)) DEFAULT CHARACTER SET utf8 COLLATE utf8_unicode_ci ENGINE = InnoDB;
 CREATE TABLE {$this->getTable('oauth2_refresh_tokens')} (id INT AUTO_INCREMENT NOT NULL, client_id INT NOT NULL, user_id INT DEFAULT NULL, token VARCHAR(255) NOT NULL, expires_at INT DEFAULT NULL, scope VARCHAR(255) DEFAULT NULL, UNIQUE INDEX UNIQ_20C9FB245F37A13B (token), INDEX IDX_20C9FB2419EB6921 (client_id), INDEX IDX_20C9FB24A76ED395 (user_id), PRIMARY KEY(id)) DEFAULT CHARACTER SET utf8 COLLATE utf8_unicode_ci ENGINE = InnoDB;
 CREATE TABLE {$this->getTable('oauth2_auth_codes')} (id INT AUTO_INCREMENT NOT NULL, client_id INT NOT NULL, user_id INT DEFAULT NULL, token VARCHAR(255) NOT NULL, redirect_uri LONGTEXT NOT NULL, expires_at INT DEFAULT NULL, scope VARCHAR(255) DEFAULT NULL, UNIQUE INDEX UNIQ_EE52E3FA5F37A13B (token), INDEX IDX_EE52E3FA19EB6921 (client_id), INDEX IDX_EE52E3FAA76ED395 (user_id), PRIMARY KEY(id)) DEFAULT CHARACTER SET utf8 COLLATE utf8_unicode_ci ENGINE = InnoDB;
-CREATE TABLE {$this->getTable('user')} (id INT AUTO_INCREMENT NOT NULL, username VARCHAR(180) NOT NULL, username_canonical VARCHAR(180) NOT NULL, email VARCHAR(180) NOT NULL, email_canonical VARCHAR(180) NOT NULL, enabled TINYINT(1) NOT NULL, salt VARCHAR(255) NOT NULL, password VARCHAR(255) NOT NULL, last_login DATETIME DEFAULT NULL, locked TINYINT(1) NOT NULL, expired TINYINT(1) NOT NULL, expires_at DATETIME DEFAULT NULL, confirmation_token VARCHAR(255) DEFAULT NULL, password_requested_at DATETIME DEFAULT NULL, roles LONGTEXT NOT NULL COMMENT '(DC2Type:array)', credentials_expired TINYINT(1) NOT NULL, credentials_expire_at DATETIME DEFAULT NULL, name LONGTEXT DEFAULT NULL, created_at DATETIME NOT NULL, updated_at DATETIME NOT NULL, authCode INT DEFAULT NULL, twoFactorAuthentication TINYINT(1) NOT NULL, trusted LONGTEXT DEFAULT NULL COMMENT '(DC2Type:json)', UNIQUE INDEX UNIQ_1D63E7E592FC23A8 (username_canonical), UNIQUE INDEX UNIQ_1D63E7E5A0D96FBF (email_canonical), UNIQUE INDEX UNIQ_1D63E7E5C05FB297 (confirmation_token), PRIMARY KEY(id)) DEFAULT CHARACTER SET utf8 COLLATE utf8_unicode_ci ENGINE = InnoDB;
+CREATE TABLE {$this->getTable('user')} (id INT AUTO_INCREMENT NOT NULL, username VARCHAR(180) NOT NULL, username_canonical VARCHAR(180) NOT NULL, email VARCHAR(180) NOT NULL, email_canonical VARCHAR(180) NOT NULL, enabled TINYINT(1) NOT NULL, salt VARCHAR(255) NOT NULL, password VARCHAR(255) NOT NULL, last_login DATETIME DEFAULT NULL, locked TINYINT(1) NOT NULL, expired TINYINT(1) NOT NULL, expires_at DATETIME DEFAULT NULL, confirmation_token VARCHAR(255) DEFAULT NULL, password_requested_at DATETIME DEFAULT NULL, roles LONGTEXT NOT NULL COMMENT '(DC2Type:array)', credentials_expired TINYINT(1) NOT NULL, credentials_expire_at DATETIME DEFAULT NULL, name LONGTEXT DEFAULT NULL, created_at DATETIME NOT NULL, updated_at DATETIME NOT NULL, authCode INT DEFAULT NULL, twoFactorAuthentication TINYINT(1) NOT NULL, trusted LONGTEXT DEFAULT NULL COMMENT '(DC2Type:json_array)', UNIQUE INDEX UNIQ_1D63E7E592FC23A8 (username_canonical), UNIQUE INDEX UNIQ_1D63E7E5A0D96FBF (email_canonical), UNIQUE INDEX UNIQ_1D63E7E5C05FB297 (confirmation_token), PRIMARY KEY(id)) DEFAULT CHARACTER SET utf8 COLLATE utf8_unicode_ci ENGINE = InnoDB;
 CREATE TABLE {$this->getTable('annotation')} (id INT AUTO_INCREMENT NOT NULL, user_id INT DEFAULT NULL, entry_id INT DEFAULT NULL, text LONGTEXT NOT NULL, created_at DATETIME NOT NULL, updated_at DATETIME NOT NULL, quote VARCHAR(255) NOT NULL, ranges LONGTEXT NOT NULL COMMENT '(DC2Type:array)', INDEX IDX_A7AED006A76ED395 (user_id), INDEX IDX_A7AED006BA364942 (entry_id), PRIMARY KEY(id)) DEFAULT CHARACTER SET utf8 COLLATE utf8_unicode_ci ENGINE = InnoDB;
 ALTER TABLE {$this->getTable('entry')} ADD CONSTRAINT FK_F4D18282A76ED395 FOREIGN KEY (user_id) REFERENCES {$this->getTable('user')} (id);
 ALTER TABLE {$this->getTable('entry_tag')} ADD CONSTRAINT FK_C9F0DD7CBA364942 FOREIGN KEY (entry_id) REFERENCES {$this->getTable('entry')} (id);
@@ -127,7 +127,7 @@ CREATE UNIQUE INDEX UNIQ_1D63E7E592FC23A8 ON {$this->getTable('user')} (username
 CREATE UNIQUE INDEX UNIQ_1D63E7E5A0D96FBF ON {$this->getTable('user')} (email_canonical);
 CREATE UNIQUE INDEX UNIQ_1D63E7E5C05FB297 ON {$this->getTable('user')} (confirmation_token);
 COMMENT ON COLUMN {$this->getTable('user')}.roles IS '(DC2Type:array)';
-COMMENT ON COLUMN {$this->getTable('user')}.trusted IS '(DC2Type:json)';
+COMMENT ON COLUMN {$this->getTable('user')}.trusted IS '(DC2Type:json_array)';
 CREATE TABLE {$this->getTable('annotation')} (id INT NOT NULL, user_id INT DEFAULT NULL, entry_id INT DEFAULT NULL, text TEXT NOT NULL, created_at TIMESTAMP(0) WITHOUT TIME ZONE NOT NULL, updated_at TIMESTAMP(0) WITHOUT TIME ZONE NOT NULL, quote VARCHAR(255) NOT NULL, ranges TEXT NOT NULL, PRIMARY KEY(id));
 CREATE INDEX IDX_A7AED006A76ED395 ON {$this->getTable('annotation')} (user_id);
 CREATE INDEX IDX_A7AED006BA364942 ON {$this->getTable('annotation')} (entry_id);
diff --git a/app/DoctrineMigrations/Version20181202073750.php b/app/DoctrineMigrations/Version20181202073750.php
index f6db23132..5978291e8 100644
--- a/app/DoctrineMigrations/Version20181202073750.php
+++ b/app/DoctrineMigrations/Version20181202073750.php
@@ -20,7 +20,7 @@ final class Version20181202073750 extends WallabagMigration
                 $this->addSql('CREATE TEMPORARY TABLE __temp__' . $this->getTable('user', true) . ' AS SELECT id, username, username_canonical, email, email_canonical, enabled, salt, password, last_login, confirmation_token, password_requested_at, roles, name, created_at, updated_at, authCode, twoFactorAuthentication FROM ' . $this->getTable('user', true) . '');
                 $this->addSql('DROP TABLE ' . $this->getTable('user', true) . '');
                 $this->addSql('CREATE TABLE ' . $this->getTable('user', true) . ' (id INTEGER PRIMARY KEY AUTOINCREMENT NOT NULL, username VARCHAR(180) NOT NULL COLLATE BINARY, username_canonical VARCHAR(180) NOT NULL COLLATE BINARY, email VARCHAR(180) NOT NULL COLLATE BINARY, email_canonical VARCHAR(180) NOT NULL COLLATE BINARY, enabled BOOLEAN NOT NULL, password VARCHAR(255) NOT NULL COLLATE BINARY, last_login DATETIME DEFAULT NULL, password_requested_at DATETIME DEFAULT NULL, name CLOB DEFAULT NULL COLLATE BINARY, created_at DATETIME NOT NULL, updated_at DATETIME NOT NULL, authCode INTEGER DEFAULT NULL, emailTwoFactor BOOLEAN NOT NULL, salt VARCHAR(255) DEFAULT NULL, confirmation_token VARCHAR(180) DEFAULT NULL, roles CLOB NOT NULL --(DC2Type:array)
-                , googleAuthenticatorSecret VARCHAR(255) DEFAULT NULL, backupCodes CLOB DEFAULT NULL --(DC2Type:json)
+                , googleAuthenticatorSecret VARCHAR(255) DEFAULT NULL, backupCodes CLOB DEFAULT NULL --(DC2Type:json_array)
                 )');
                 $this->addSql('INSERT INTO ' . $this->getTable('user', true) . ' (id, username, username_canonical, email, email_canonical, enabled, salt, password, last_login, confirmation_token, password_requested_at, roles, name, created_at, updated_at, authCode, emailTwoFactor) SELECT id, username, username_canonical, email, email_canonical, enabled, salt, password, last_login, confirmation_token, password_requested_at, roles, name, created_at, updated_at, authCode, twoFactorAuthentication FROM __temp__' . $this->getTable('user', true) . '');
                 $this->addSql('DROP TABLE __temp__' . $this->getTable('user', true) . '');
@@ -32,7 +32,7 @@ final class Version20181202073750 extends WallabagMigration
                 $this->addSql('ALTER TABLE ' . $this->getTable('user') . ' ADD googleAuthenticatorSecret VARCHAR(191) DEFAULT NULL');
                 $this->addSql('ALTER TABLE ' . $this->getTable('user') . ' CHANGE twoFactorAuthentication emailTwoFactor BOOLEAN NOT NULL');
                 $this->addSql('ALTER TABLE ' . $this->getTable('user') . ' DROP trusted');
-                $this->addSql('ALTER TABLE ' . $this->getTable('user') . ' ADD backupCodes LONGTEXT DEFAULT NULL COMMENT \'(DC2Type:json)\'');
+                $this->addSql('ALTER TABLE ' . $this->getTable('user') . ' ADD backupCodes LONGTEXT DEFAULT NULL COMMENT \'(DC2Type:json_array)\'');
                 break;
             case 'postgresql':
                 $this->addSql('ALTER TABLE ' . $this->getTable('user') . ' ADD googleAuthenticatorSecret VARCHAR(191) DEFAULT NULL');
diff --git a/app/DoctrineMigrations/Version20221221092957.php b/app/DoctrineMigrations/Version20221221092957.php
new file mode 100644
index 000000000..bede75ff5
--- /dev/null
+++ b/app/DoctrineMigrations/Version20221221092957.php
@@ -0,0 +1,60 @@
+<?php
+
+namespace Application\Migrations;
+
+use Doctrine\DBAL\Schema\Schema;
+use Wallabag\CoreBundle\Doctrine\WallabagMigration;
+
+/**
+ * Remove the deprecated (and removed in DBAL v3) `json_array` type.
+ */
+final class Version20221221092957 extends WallabagMigration
+{
+    public function up(Schema $schema): void
+    {
+        switch ($this->connection->getDatabasePlatform()->getName()) {
+            case 'sqlite':
+                $this->addSql('CREATE TEMPORARY TABLE __temp__wallabag_user AS SELECT id, username, username_canonical, email, email_canonical, enabled, password, last_login, password_requested_at, name, created_at, updated_at, authCode, emailTwoFactor, salt, confirmation_token, roles, googleAuthenticatorSecret, backupCodes FROM wallabag_user');
+                $this->addSql('DROP TABLE wallabag_user');
+                $this->addSql('CREATE TABLE "wallabag_user" (id INTEGER PRIMARY KEY AUTOINCREMENT NOT NULL, username VARCHAR(180) NOT NULL, username_canonical VARCHAR(180) NOT NULL, email VARCHAR(180) NOT NULL, email_canonical VARCHAR(180) NOT NULL, enabled BOOLEAN NOT NULL, salt VARCHAR(255) DEFAULT NULL, password VARCHAR(255) NOT NULL, last_login DATETIME DEFAULT NULL, confirmation_token VARCHAR(180) DEFAULT NULL, password_requested_at DATETIME DEFAULT NULL, roles CLOB NOT NULL --(DC2Type:array)
+                , name CLOB DEFAULT NULL, created_at DATETIME NOT NULL, updated_at DATETIME NOT NULL, authCode INTEGER DEFAULT NULL, googleAuthenticatorSecret VARCHAR(255) DEFAULT NULL, backupCodes CLOB DEFAULT NULL --(DC2Type:json)
+                , emailTwoFactor BOOLEAN NOT NULL)');
+                $this->addSql('INSERT INTO wallabag_user (id, username, username_canonical, email, email_canonical, enabled, password, last_login, password_requested_at, name, created_at, updated_at, authCode, emailTwoFactor, salt, confirmation_token, roles, googleAuthenticatorSecret, backupCodes) SELECT id, username, username_canonical, email, email_canonical, enabled, password, last_login, password_requested_at, name, created_at, updated_at, authCode, emailTwoFactor, salt, confirmation_token, roles, googleAuthenticatorSecret, backupCodes FROM __temp__wallabag_user');
+                $this->addSql('DROP TABLE __temp__wallabag_user');
+                $this->addSql('CREATE UNIQUE INDEX UNIQ_1D63E7E592FC23A8 ON wallabag_user (username_canonical)');
+                $this->addSql('CREATE UNIQUE INDEX UNIQ_1D63E7E5A0D96FBF ON wallabag_user (email_canonical)');
+                $this->addSql('CREATE UNIQUE INDEX UNIQ_1D63E7E5C05FB297 ON wallabag_user (confirmation_token)');
+                break;
+            case 'mysql':
+                $this->addSql('ALTER TABLE wallabag_user CHANGE backupCodes backupCodes JSON DEFAULT NULL');
+                break;
+            case 'postgresql':
+                $this->addSql('ALTER TABLE wallabag_user ALTER backupcodes TYPE JSON USING backupcodes::json');
+                break;
+        }
+    }
+
+    public function down(Schema $schema): void
+    {
+        switch ($this->connection->getDatabasePlatform()->getName()) {
+            case 'sqlite':
+                $this->addSql('CREATE TEMPORARY TABLE __temp__wallabag_user AS SELECT id, username, username_canonical, email, email_canonical, enabled, salt, password, last_login, confirmation_token, password_requested_at, roles, name, created_at, updated_at, authCode, googleAuthenticatorSecret, backupCodes, emailTwoFactor FROM "wallabag_user"');
+                $this->addSql('DROP TABLE "wallabag_user"');
+                $this->addSql('CREATE TABLE "wallabag_user" (id INTEGER PRIMARY KEY AUTOINCREMENT NOT NULL, username VARCHAR(180) NOT NULL, username_canonical VARCHAR(180) NOT NULL, email VARCHAR(180) NOT NULL, email_canonical VARCHAR(180) NOT NULL, enabled BOOLEAN NOT NULL, salt VARCHAR(255) DEFAULT NULL, password VARCHAR(255) NOT NULL, last_login DATETIME DEFAULT NULL, confirmation_token VARCHAR(180) DEFAULT NULL, password_requested_at DATETIME DEFAULT NULL, roles CLOB NOT NULL --(DC2Type:array)
+                , name CLOB DEFAULT NULL, created_at DATETIME NOT NULL, updated_at DATETIME NOT NULL, authCode INTEGER DEFAULT NULL, googleAuthenticatorSecret VARCHAR(255) DEFAULT NULL, backupCodes CLOB DEFAULT NULL --(DC2Type:json_array)
+                , emailTwoFactor BOOLEAN NOT NULL)');
+                $this->addSql('INSERT INTO "wallabag_user" (id, username, username_canonical, email, email_canonical, enabled, salt, password, last_login, confirmation_token, password_requested_at, roles, name, created_at, updated_at, authCode, googleAuthenticatorSecret, backupCodes, emailTwoFactor) SELECT id, username, username_canonical, email, email_canonical, enabled, salt, password, last_login, confirmation_token, password_requested_at, roles, name, created_at, updated_at, authCode, googleAuthenticatorSecret, backupCodes, emailTwoFactor FROM __temp__wallabag_user');
+                $this->addSql('DROP TABLE __temp__wallabag_user');
+                $this->addSql('CREATE UNIQUE INDEX UNIQ_1D63E7E592FC23A8 ON "wallabag_user" (username_canonical)');
+                $this->addSql('CREATE UNIQUE INDEX UNIQ_1D63E7E5A0D96FBF ON "wallabag_user" (email_canonical)');
+                $this->addSql('CREATE UNIQUE INDEX UNIQ_1D63E7E5C05FB297 ON "wallabag_user" (confirmation_token)');
+                break;
+            case 'mysql':
+                $this->addSql('ALTER TABLE `wallabag_user`CHANGE backupCodes backupCodes JSON DEFAULT NULL COMMENT \'(DC2Type:json_array)\'');
+                break;
+            case 'postgresql':
+                $this->addSql('ALTER TABLE "wallabag_user" ALTER backupCodes TYPE TEXT');
+                break;
+        }
+    }
+}
diff --git a/app/config/config.yml b/app/config/config.yml
index 00bcbfc0e..e5ecb7b54 100644
--- a/app/config/config.yml
+++ b/app/config/config.yml
@@ -59,6 +59,8 @@ doctrine:
         charset: "%database_charset%"
         path: "%database_path%"
         unix_socket: "%database_socket%"
+        types:
+            json_array: Wallabag\CoreBundle\Doctrine\JsonArrayType
 
     orm:
         auto_generate_proxy_classes: "%kernel.debug%"
diff --git a/src/Wallabag/CoreBundle/Doctrine/JsonArrayType.php b/src/Wallabag/CoreBundle/Doctrine/JsonArrayType.php
new file mode 100644
index 000000000..0580e9ab4
--- /dev/null
+++ b/src/Wallabag/CoreBundle/Doctrine/JsonArrayType.php
@@ -0,0 +1,46 @@
+<?php
+
+namespace Wallabag\CoreBundle\Doctrine;
+
+use Doctrine\DBAL\Platforms\AbstractPlatform;
+use Doctrine\DBAL\Types\JsonType;
+
+/**
+ * Removed type from DBAL in v3.
+ * The type is no more used, but we must keep it in order to avoid error during migrations.
+ *
+ * @see https://github.com/doctrine/dbal/commit/6ed32a9a941acf0cb6ad384b84deb8df68ca83f8
+ * @see https://dunglas.dev/2022/01/json-columns-and-doctrine-dbal-3-upgrade/
+ */
+class JsonArrayType extends JsonType
+{
+    /**
+     * {@inheritdoc}
+     */
+    public function convertToPHPValue($value, AbstractPlatform $platform)
+    {
+        if (null === $value || '' === $value) {
+            return [];
+        }
+
+        $value = \is_resource($value) ? stream_get_contents($value) : $value;
+
+        return json_decode($value, true);
+    }
+
+    /**
+     * {@inheritdoc}
+     */
+    public function getName()
+    {
+        return 'json_array';
+    }
+
+    /**
+     * {@inheritdoc}
+     */
+    public function requiresSQLCommentHint(AbstractPlatform $platform)
+    {
+        return true;
+    }
+}
diff --git a/src/Wallabag/UserBundle/Entity/User.php b/src/Wallabag/UserBundle/Entity/User.php
index 4394d8807..ab8115e73 100644
--- a/src/Wallabag/UserBundle/Entity/User.php
+++ b/src/Wallabag/UserBundle/Entity/User.php
@@ -128,6 +128,8 @@ class User extends BaseUser implements EmailTwoFactorInterface, GoogleTwoFactorI
     private $googleAuthenticatorSecret;
 
     /**
+     * @var array
+     *
      * @ORM\Column(type="json", nullable=true)
      */
     private $backupCodes;