ALB and bacterial infectious disease with sepsis: Similarly, decreased levels of hemoglobin and albumin, which were significant in univariate analysis, may reflect chronic inflammation, malnutrition, or bone marrow suppression commonly observed in patients with bacteremia (Allison and Lobo, 2024).