Found this post which helped me remove the border line.

Basically, the TabControl has embedded a hardcoded Border control right beneath its TabPanel control. The style for this Border control needs to be overridden to remove the border line (i.e. make transparent). And using the same style that I used for TabItem, setting the visibility to Collapsed will hide the tabs.

This is working well for me.