We compared 1129 people from the UK Biobank dataset who had a diagnosis of schizophrenia to an equal number of age matched people drawn from the general UK Biobank population. 
UK Biobank
Using SHAP values, we identified the X chromosome as the most important contributor to the predictive model. 
SHAP