NPPB and chronic kidney disease: CKD (adjusted OR 2.11, 95% CI 1.32-3.38), lower eGFR, lower albumin, and higher BNP were independently associated with anemia, whereas sodium-glucose cotransporter-2 inhibitor use was associated with lower odds.