No, do not use silicone instead of the endcap gaskets. Use it in conjunction with the the them. Use plenty in the corners, and maybe a thin layer on each side of the endcap gaskets to prevent leaks.
Double check you have the correct part number for you application. I like to use the rockauto website.
www.rockauto.com