ALB and malnutrition: Lower albumin has been found to be associated with malnutrition and weight loss, and can also exacerbate systemic inflammatory response and induce infection through clearing and regulating cytokine production (Gatta, Verardo & Bolognesi, 2012; Huang et al., 2017).