Breadcrumb overrides by nodehirarchy module

I am using nodehierarchy module along with custom breadcrumbs module. Nodehierarchy module uses drupal_set_breadcrumb() to set breadcrumbs. This is called inside hook_node_view() of nodehierarchy module.

/**
 * Implements hook_node_view().
 */
function nodehierarchy_node_view($node, $view_mode = 'full') {
  if ($view_mode == 'full') {
    nodehierarchy_set_breadcrumbs($node);
  }
}

Custom breadcrumbs sets breadcrumb in hook_preprocess_page(), due to this breadcrumb is overridden by nodehierarchy and only link to home page is appearing as breadcrumb.