Updates - upgrading plugin name and description

I wanted to update the name and description of one of my plugins.

So I edited the PHP file and edited:
upgrades_register_feature('jrhgea19bac123cfa1fb0sfdfdf', 'Plugin Name', 'Plugin Description');

However, the Upgrades page still shows the old plugin name and description when creating a new package.
URL: /wp-admin/ms-admin.php?page=upgrades&action=new_package

Do I need to modify the database directly to edit the plugin name and description?