How to get Vimeo thumbnail with WP Http API

Well, firstly hello to everybody this is my first post here.

The case is that I am developing a plugin and is the first time that I work with the WP Http API.

I want to get the thumbnail url of a Vimeo Video and right now I am trying with a snipt of the Codex that I converted in a function.

function get_url_video($url = '') {

      $response = wp_remote_get($url);

         if(is_wp_error($response)) return 'Something went wrong!';

         else return $response;

}

If I put the url of direct way:

$the_data = get_url_video('https://vimeo.com/api/v2/video/2251254.php');
$data_body = unserialize($the_data['body']);
echo $data_body[0]['thumbnail_large'];

Everything works fine and I got that I want (The video url thumbnail).

But if I retrieve the video ID with regex, I concatenate this to form the url and later I pass this to WP Remote Get nothing happens.

$data_by_regex = array('domain', 2251254);
$the_url = 'https://vimeo.com/?api/?v2/?video/' . $data_by_regex[1] . '.php';
$the_data = get_url_video($the_url);
$data_body = unserialize($the_data['body']);
echo $data_body[0]['thumbnail_large'];

I know that there are another ways of doing this but because is WP, I dont want to use CURL, file_get_content or another, I want to do this with the Http API so I hope someone help me to resolve this problem.