New technologies allow the noninvasive detection and staging of asymptomatic alcohol-associated liver disease; further refinement of this approach could transform clinical management and improve patient outcomes.
References
GBD 2017 Cirrhosis Collaborators. Lancet Gastroenterol. Hepatol. 5, 245–266 (2020).
Singal, A. K. & Mathurin, P. J. Am. Med. Assoc. 326, 165–176 (2021).
Niu, L. et al. Nat. Med. https://doi.org/10.1038/s41591-022-01850-y (2022).
Ahn, J. C. et al. Hepatology 73, 2546–2563 (2021).
Yip, T. C. et al. Aliment. Pharmacol. Ther. 46, 447–456 (2017).
Ioannou, G. N. et al. JAMA Netw. Open https://doi.org/10.1001/jamanetworkopen.2020.15626 (2020).
Ahn, J. C. et al. Am. J. Gastroenterol. 117, 424–432 (2022).
Forlano, R. et al. Clin. Gastroenterol. Hepatol. 18, 2081–2090 (2020).
Morshid, A. et al. Radiol. Artif. Intell. https://doi.org/10.1148/ryai.2019180021 (2019).
Boehm, K. M. et al. Nat. Rev. Cancer 22, 114–126 (2022).
Galior, K. et al. Bonekey Rep. 8, 268–273 (2018).
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Wu, T., Cooper, S.A. & Shah, V.H. Omics and AI advance biomarker discovery for liver disease. Nat Med 28, 1131–1132 (2022). https://doi.org/10.1038/s41591-022-01853-9
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DOI: https://doi.org/10.1038/s41591-022-01853-9
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