Here the essential points for Open Source software:
From the security view:
You never are able to fully audit a system, when you are not able to get the source code of your software.
Using closed source software, you never know who may access your data - and to what extent.
From the practical view:
You are not able to modify or extend the closed source software to your specific needs.