Patients with E. coli infections resistant to multiple drug classes, including beta-lactam/beta-lactamase inhibitors, had higher odds of mortality after controlling for other factors, though for K. pneumoniae, only XDR infections were significantly associated with higher mortality (Table 3). The gene discussed is LACTB; the disease is infection.