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. 2025 Feb 19;15:1489450. doi: 10.3389/fonc.2025.1489450

Table 2.

Features entered the LASSO for PFS in the training cohort.

Variables Coefficients (λ.min) Coefficients (λ.1se)
Age (y) – –
Sex (male/female) – –
Cause of HCC (hepatitis B/other) – –
ALT (U/L) – –
AST (U/L) 0.006412359 0.003018912
NLR 0.042218270 –
PLR – –
PLT (×109/L) – –
ALB (g/L) – –
TBIL (μmol/L) – –
Child-Pugh class (A/B) – –
AFP (ng/mL) (≤400/>400) – –
No. of lesions (solitary/multifocal) 0.099686063 –
Diameter (cm) 0.063100231 0.046008561
Vascular invasion (absent/present) – –
Tumor extent (unilobar/bilobar) – –
Enhancing capsule (absent/present) – –
Margin appearance (smooth/non-smooth) 0.177587833 –
AEF of residual tumor (%) 0.014771557 0.004969961

The “–” means zero coefficient of the variable at respective λ value. AEF-RT, arterial enhancement fraction of residual tumor; AFP, α-fetoprotein; ALT, alanine transaminase; AST, aspartate transaminase; HR, hazard ratio; LASSO, least absolute shrinkage and selection operator; NLR, neutrophil-to-lymphocyte ratio; PFS, progression-free survival; PLR, platelet−to−lymphocyte ratio; PLT, peripheric platelet count; TBIL, total bilirubin.