HERE THE SOLUTION:
If you want remove the default publish button and use a custom submit button for your Custom Meta Box, you have to insert the submit_button in a <div class="submitbox" id="submitpost"></div>
e.g.
<div class="submitbox" id="submitpost">
<?php submit_button( 'Submit', 'primary', 'publish', false ); ?>
</div>