Finally, we used our co-expression modules to identify the frequently co-expressed genes with known biomarker Havcr1. Overall, our analyses show the potential utility of using co-expression modules in characterizing molecular mechanisms involved in AKI and identifying novel mechanism-based biomarker candidates. The gene discussed is HAVCR1; the disease is acute kidney injury.