Yes, it is possible.... you will want to add your code to index.tpl.... the layout you seem to be using is "case 2: 3 columns, content-sidebar-sidebar", at approximately line 174 of index.tpl.
You will need to create your own <div> after the content, but before the left and right sidebars.