Here's a quick tutorial on how to setup Nginx with PHP support. The key? The installation of fastCGI, aka PHP-FPM, so Nginx can serve PHP files to clients.

You must connect to the database and use the "mysql_query" function to call a MySQL stored procedure from a PHP page.