How to test Google API request with Service Account

I am thinking of using service account as authorisation method of a request to Google API but unfortunately I haven't found a reference on how to do it with SOAP UI. Is there a possibility to achieve this or should I just stick to OAuth 2 Flow : Authorization Code Grant method? 

Thanks!