To edit markup you must be in Markup mode.
To activate Markup mode, click the Markup button 
on the viewer toolbar.
You can edit the appearance of markup, as well as move and delete it:
To edit markup you must be in Markup mode.
To activate Markup mode, click the Markup button on the viewer toolbar.
You can edit the appearance of markup, as well as move and delete it: