I had to change that directive a little bit. To check if the URL requested is the "root" (/): RewriteCond %{REQUEST_URI} ^/$
And then the Redirection rule, to include the code 301 for a permanent redirection:
RewriteRule ^ site1/run/?app_name=App1&page_name=Page1 [R=301,L]
And now it is working fine.