Precision medicine in metabolic dysfunction-associated steatotic liver disease: genetics, epigenetics, and emerging therapies
Eunho Choi , Young-Sun Lee , Dong Hyeon Lee , Won Kim , Innovative Target Exploration of NAFLD (ITEN) consortium
Hepatoma Research ›› 2026, Vol. 12 : 33
Metabolic dysfunction-associated steatotic liver disease (MASLD) is a major driver of chronic liver disease and an increasingly important etiology for hepatocellular carcinoma (HCC). Despite shared metabolic risk factors, MASLD shows marked inter-individual heterogeneity in fibrosis progression, treatment response, and HCC risk, indicating that one-size-fits-all management is insufficient. This narrative review synthesizes advances in precision medicine for MASLD with emphasis on (i) genetic risk stratification (major variants such as PNPLA3 and TM6SF2, protective alleles such as HSD17B13/MARC1, polygenic risk scores (PRS), and ancestry-specific effects); (ii) functional genomics and cell biology [bulk and single-cell expression quantitative trait locus (eQTL) mapping, spatial multi-omics, and cell-state/zonation biology]; and (iii) epigenetic regulation (DNA methylation, histone modifications, and microRNA networks) linking environment to phenotype. We discuss translational implications including biomarker-enabled trial enrichment, risk-based surveillance for advanced fibrosis and HCC, and emerging therapeutics ranging from liver-directed small interfering RNA/antisense oligonucleotides to epigenetic modulators. Finally, we outline how multimodal data integration and artificial intelligence may support clinically deployable risk models and treatment selection. Collectively, the field is moving from population-based management toward individualized prevention and therapy for MASLD and its complications.
Steatotic liver disease / precision medicine / polygenic risk score / epigenetics / eQTL
| [1] |
|
| [2] |
|
| [3] |
Rinella ME, Lazarus JV, Ratziu V, et al.; NAFLD Nomenclature consensus group. A multisociety Delphi consensus statement on new fatty liver disease nomenclature. J Hepatol. 2023;79:1542-56. |
| [4] |
Sohn W, Lee YS, Kim SS, et al.; Korean Association for the Study of the Liver (KASL). KASL clinical practice guidelines for the management of metabolic dysfunction-associated steatotic liver disease 2025. Clin Mol Hepatol. 2025;31:S1-31. PMCID:PMC11925433 |
| [5] |
|
| [6] |
|
| [7] |
|
| [8] |
|
| [9] |
|
| [10] |
|
| [11] |
|
| [12] |
|
| [13] |
|
| [14] |
|
| [15] |
Harrison SA, Bedossa P, Guy CD, et al.; MAESTRO-NASH Investigators. A phase 3, randomized, controlled trial of resmetirom in NASH with liver fibrosis. N Engl J Med. 2024;390:497-509. |
| [16] |
Sanyal AJ, Newsome PN, Kliers I, et al.; ESSENCE Study Group. Phase 3 trial of semaglutide in metabolic dysfunction-associated steatohepatitis. N Engl J Med. 2025;392:2089-99. |
| [17] |
|
| [18] |
|
| [19] |
|
| [20] |
|
| [21] |
|
| [22] |
|
| [23] |
|
| [24] |
|
| [25] |
|
| [26] |
|
| [27] |
|
| [28] |
|
| [29] |
|
| [30] |
|
| [31] |
|
| [32] |
|
| [33] |
|
| [34] |
Thabet K, Asimakopoulos A, Shojaei M, et al.; International Liver Disease Genetics Consortium. MBOAT7 rs641738 increases risk of liver inflammation and transition to fibrosis in chronic hepatitis C. Nat Commun. 2016;7:12757. PMCID:PMC5027609 |
| [35] |
Teo K, Abeysekera KWM, Adams L, et al.; EU-PNAFLD Investigators, GOLD Consortium. rs641738C>T near MBOAT7 is associated with liver fat, ALT and fibrosis in NAFLD: a meta-analysis. J Hepatol. 2021;74:20-30. PMCID:PMC7755037 |
| [36] |
|
| [37] |
|
| [38] |
|
| [39] |
|
| [40] |
|
| [41] |
|
| [42] |
|
| [43] |
|
| [44] |
|
| [45] |
|
| [46] |
Emdin CA, Haas ME, Khera AV, et al.; Million Veteran Program. A missense variant in Mitochondrial Amidoxime Reducing Component 1 gene and protection against liver disease. PLoS Genet. 2020;16:e1008629. PMCID:PMC7200007 |
| [47] |
|
| [48] |
|
| [49] |
|
| [50] |
|
| [51] |
|
| [52] |
|
| [53] |
Yoo T, Joo SK, Kim HJ, et al.; Innovative Target Exploration of NAFLD (ITEN) consortium. Disease-specific eQTL screening reveals an anti-fibrotic effect of AGXT2 in non-alcoholic fatty liver disease. J Hepatol. 2021;75:514-23. |
| [54] |
|
| [55] |
|
| [56] |
|
| [57] |
|
| [58] |
|
| [59] |
|
| [60] |
|
| [61] |
|
| [62] |
|
| [63] |
|
| [64] |
|
| [65] |
|
| [66] |
|
| [67] |
|
| [68] |
|
| [69] |
|
| [70] |
|
| [71] |
|
| [72] |
Son H, Koo BK, Joo SK, et al.; Innovative Target Exploration of NAFLD (ITEN) consortium. PNPLA3 genotypes modify the adverse effect of the total energy intake on high-risk nonalcoholic steatohepatitis development. Am J Clin Nutr. 2023;117:910-7. |
| [73] |
|
| [74] |
|
| [75] |
|
| [76] |
|
| [77] |
|
| [78] |
|
| [79] |
|
| [80] |
|
| [81] |
|
| [82] |
|
| [83] |
|
| [84] |
|
| [85] |
|
| [86] |
|
| [87] |
|
| [88] |
|
| [89] |
|
| [90] |
|
| [91] |
|
| [92] |
|
| [93] |
|
| [94] |
Eli Lilly and Company. A single-ascending and repeated dose study of ly3849891 in participants with metabolic dysfunction-associated steatotic liver disease (MASLD). Available from: https://trials.lilly.com/en-US/trial/345456. [Last accessed on 18 Jun 2026]. |
| [95] |
ClinicalTrialsgov. A study to learn about the study medicine PF-07853578 and how it acts in the bodies of healthy adults. Available from: https://clinicaltrials.gov/study/NCT05890105. [Last accessed on 18 Jun 2026]. |
| [96] |
|
| [97] |
|
| [98] |
|
| [99] |
|
| [100] |
|
| [101] |
|
| [102] |
|
| [103] |
|
| [104] |
|
| [105] |
|
| [106] |
|
| [107] |
|
| [108] |
|
| [109] |
European Association for the Study of the Liver (EASL), European Association for the Study of Diabetes (EASD), European Association for the Study of Obesity (EASO). EASL-EASD-EASO Clinical Practice Guidelines on the management of metabolic dysfunction-associated steatotic liver disease (MASLD).J Hepatol2024;81:492-542 PMCID:PMC11299976 |
| [110] |
|
| [111] |
Seagle HM, Akerele AT, DeCorte JA, et al. Genomics-informed drug repurposing strategy identifies novel therapeutic targets for metabolic dysfunction-associated steatotic liver disease. medRxiv 2025;2025.02.18.25321035. Available from: https://www.medrxiv.org/content/10.1101/2025.02.18.25321035v1. [accessed 18 June 2026]. |
| [112] |
|
| [113] |
|
| [114] |
|
| [115] |
|
| [116] |
|
| [117] |
|
| [118] |
Kachuri L, Chatterjee N, Hirbo J, et al.; Polygenic Risk Methods in Diverse Populations (PRIMED) Consortium Methods Working Group. Principles and methods for transferring polygenic risk scores across global populations. Nat Rev Genet. 2024;25:8-25. PMCID:PMC10961971 |
| [119] |
|
| [120] |
van Leeuwen DJ, Bernat JL. Ethical, social and legal implications of genetic testing in liver disease.Hepatology2006;43:1195-201 |
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