Multifactorial Cox regression analysis revealed a significant association between lower energy intake and higher cardiovascular mortality risk, even after adjusting for various factors including age, sex, race, BMI, alcohol use, smoking, eGFR, ACR, serum albumin, hypertension, anemia, hyperlipidemia, diabetes, and RAASi use. This evidence concerns the gene ALB and anemia.