Click the 'Manage Inventory' link under the 'Inventory' heading in the Control Panel menu.
Click the 'Edit' button at the end of your item to open it's settings page.
In the right column, edit your item's cost in the 'Cost' textbox.
When you are finished editing your item's cost, be sure to click the 'SAVE' button to finalize.