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. 2026 Jun 26;27(13):5809. doi: 10.3390/ijms27135809
ALC Alcohol-associated liver cirrhosis
NHANES National Health and Nutrition Examination Survey
GEO Gene Expression Omnibus
DEG Differentially expressed gene
lncRNA Long non-coding RNA
mRNA Messenger RNA
WGCNA Weighted gene co-expression network analysis
LASSO Least absolute shrinkage and selection operator
SVM-RFE Support vector machine–recursive feature elimination
RF Random Forest
AUC Area under the receiver operating characteristic curve
LOOCV Leave-one-out cross-validation
PPI Protein–protein interaction
ssGSEA Single-sample gene set enrichment analysis
ECM Extracellular matrix
CTD Comparative Toxicogenomics Database
DSigDB Drug Signatures Database
MASLD Metabolic dysfunction-associated steatotic liver disease
CAID Cirrhosis-associated immune dysfunction
HCC Hepatocellular carcinoma
PCA Principal Component Analysis
BMI Body mass index
OR Odds ratio
CI Confidence interval
FIB-4 Fibrosis-4 index
AST Aspartate aminotransferase
ALT Alanine aminotransferase
IQR Interquartile range
TGF-β Transforming growth factor-beta
EMT Epithelial-mesenchymal transition
DNMT DNA methyltransferase
HDAC Histone deacetylase