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©The Author(s) 2026.
World J Hepatol. Jan 27, 2026; 18(1): 111534
Published online Jan 27, 2026. doi: 10.4254/wjh.v18.i1.111534
Table 2 Parameters for noninvasive assessment of advanced fibrosis in metabolic dysfunction-associated steatotic liver disease
NIM
Rule-in cutoff
Rule-out cutoff
AUROC1
Strengths and limitations
Biomarkers
APRI< 0.5> 1.50.74False positive in patients with alternative causes of thrombocytopenia
FIB-4< 1.32; < 1.67≥ 2.67; ≥ 3.4830.84No added cost; low accuracy in patients younger than 35 years; low specificity in those older than 65 years
NFS< -1.44≥ 0.6720.82No added cost; not accurate in age < 35 years, people with obesity and type 2 diabetes Restricted use to MASLD
ELF< 7.7; < 7.73≥ 9.8; ≥ 11.330.83Cost and not widely available; less useful for early fibrosis
Imaging techniques
VCTE< 8 kPa; < 8 kPa3≥ 12 kPa; ≥ 20 kPa30.9Point of care, possibility of steatosis degree evaluation; necessity of specific device; confounded by active hepatitis, food intake, congestive heart failure, biliary obstruction, amyloidosis, ascites; less applicable and reliable in severe obesity (especially with M probe)
pSWE (ARFI)< 1.3 m/second> 2.1 m/second0.8-0.9Integration into conventional ultrasound systems, which enables a comprehensive evaluation of the liver at the same time; cut points not well validated; Probably affected by the same confounders as VCTE, though the success rate is higher than VCTE in obese patients
2D-SWE< 8 kPa> 12 kPa0.80-0.98Integration into conventional ultrasound systems, which enables a comprehensive evaluation of the liver at the same time; cut points not well validated; probably affected by the same confounders as VCTE
MRE< 2.55 kPa; < 3 kPa3≥ 3.63kPa; ≥ 5 kPa30.89-0.96Superior performance in detecting early-stage fibrosis; integration into routine liver MRI allows both fibrosis staging and surveillance of other liver pathologies, such as HCC; cost, not widely available; probably affected by the same confounders as VCTE and iron content; some patients may have contraindications to magnetic resonance imaging or have claustrophobia


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