This study demonstrates that, among chronic outpatient HD patients, CAD, heart failure, missed treatments due to hospitalization, lower dialysate potassium, higher ESA dosing, lower albumin, lower body mass index, lower hemoglobin, lower (and much higher) nPCR, and higher serum calcium are associated with increased odds of ambulatory HD facility CPA. This evidence concerns the gene ALB and heart failure.