TABLE 1.
Reference | Score | Outcome | AUROC | Sensitivity | Specificity |
---|---|---|---|---|---|
Hyysalo et al. | NASH score: PNPLA3 genotype, AST and fasting insulin | Prediction of MASH | 0.774 (95% C.I.: 0.709, 0.839) in Finns; 0.759 (95% C.I.: 0.711, 0.807) in Italians | 71.6% in Finns; 39% in Italians | 73.5% in Finns; 89% in Italians |
Koo et al. | NASH PT scores: PNPLA3 and TM6SF2 genotypes, diabetes status, HOMA‐IR, AST and hsCRP | Prediction of MASH | 0.859 (95% CI, 0.817–0.901) | 0.881 | 0.684 |
Zhou et al. | NASH ClinLipMet score: AST, fasting insulin, PNPLA3 genotype, glutamate, isoleucine, glycine, lysophosphatidylcholine 16:0, phosphoethanolamine 40:6 | Prediction of MASH | 0.866 (95% CI, 0.820–0.913) | 85.5% | 72.1% |
Paternostro et al. | Age, sex, BMI, diabetes, ALT (baseline model) + PNPLA3 genotype | Prediction of NAS ≥5 | 0.766 | ||
Baseline model + HSB17B13 genotype | Prediction of NAS ≥5 | 0.766 | |||
Baseline model + PNPLA3 and HSB17B13 genotype | Prediction of NAS ≥5 | 0.775 | |||
Baseline model + TM6SF2 genotype | Prediction of NAS ≥5 | 0.762 | |||
Age, sex, BMI, diabetes (baseline model for advanced fibrosis) + PNPLA3 genotype | Prediction of advanced fibrosis | 0.789 | |||
Baseline model for advanced fibrosis + TM6SF2 genotype | Prediction of advanced fibrosis | 0.786 | |||
Baseline model for advanced fibrosis + HSD17B13 genotype | Prediction of advanced fibrosis | 0.777 |
Abbreviations: ALT, alanine aminotransferase; AST, aspartate aminotransferase; AUROC, area under the receiver‐operating characteristic curve; BMI, body mass index; MASH, metabolic dysfunction‐associated steatohepatitis; NAS, NAFLD activity score.