ALB and metabolic dysfunction-associated steatotic liver disease: Component analysis of the NAFLD Fibrosis Score (NFS) revealed that metabolic factors, BMI, and diabetes accounted for 72% of its variance, whereas fibrosis-specific markers, such as albumin, contributed only 14% (Table 8).