In future studies using this approach would also help to add attributes such as age, gender, and ethnic groups of patients. These factors have been shown to be associated with higher mortality rates and may be confounding variables that made certain miRNAs or attributes more important in the model, even if they are not as significant in laryngeal cancer patients.