Evidence map›Paper›PMID 41610149›Full record

ArticleHepatology communications2026

Hyperammonemia predicts the development of liver-related events in a prospective cohort of stable cirrhosis patients and the external validation of the AMMON-OHE score.

Loi Pooi Ling, Xuan Han Koh, Daniel Lim Yan Zheng, Chin Kimg Tan, Yu Jun Wong, Jessica Tan Yi Lyn, Andrew Kwek, Ang Tiing Leong, Marianne De Roza, Tan Hiang Keat and 4 more

Abstract readValidation Study
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Article in Hepatology communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

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14 authors.

Loi Pooi LingDepartment of Gastroenterology and Hepatology, Changi General Hospital, Singapore.
Xuan Han KohHealth Services Research, Changi General Hospital, Singapore.
Daniel Lim Yan ZhengDepartment of Gastroenterology and Hepatology, Changi General Hospital, Singapore.
Chin Kimg TanDepartment of Gastroenterology and Hepatology, Changi General Hospital, Singapore.
Yu Jun WongDepartment of Gastroenterology and Hepatology, Changi General Hospital, Singapore.
Jessica Tan Yi LynDepartment of Gastroenterology and Hepatology, Changi General Hospital, Singapore.
Andrew KwekDepartment of Gastroenterology and Hepatology, Changi General Hospital, Singapore.
Ang Tiing LeongDepartment of Gastroenterology and Hepatology, Changi General Hospital, Singapore.
Marianne De RozaDepartment of Gastroenterology and Hepatology, Sengkang General Hospital, Singapore.
Tan Hiang KeatDepartment of Gastroenterology and Hepatology, Singapore General Hospital, Singapore.
Chanda HoDepartment of Gastroenterology and Hepatology, Singapore General Hospital, Singapore.
Jason ChangDepartment of Gastroenterology and Hepatology, Singapore General Hospital, Singapore.
Prema RajDepartment of Gastroenterology and Hepatology, Singapore General Hospital, Singapore.
Rahul KumarDepartment of Gastroenterology and Hepatology, Changi General Hospital, Singapore.ORCID 0000-0002-5092-4821

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPredicting liver-related events (LREs) in stable cirrhosis is crucial; however, traditional scoring methods perform poorly. Ammonia, due to its pathophysiological integration, may prognosticate LRE. This study tests the hypothesis that hyperammonemia can predict LRE and evaluates the AMMON-OHE score in a prospective cohort.

methodsA total of 280 patients with cirrhosis were prospectively enrolled and followed until LRE, liver transplant, or death. Ammonia was measured at enrollment and periodically, along with other parameters. LRE at 1 year was defined as hospitalization for ascites, variceal bleeding, hepatic encephalopathy, or bacterial infection. AMN ≥ULN was calculated by adjusting ammonia to the lab's upper normal limit. Cox regression and time-dependent analyses were performed. AMMON-OHE was validated using TRIPOD+AI and decision curve analysis.

resultsMost patients were male (60.7%), with a mean age of 66.1±10.3 years. MASLD was the commonest etiology (43.7%). Median CTP and MELD scores were 6 (IQR: 5-7) and 8 (IQR: 6-11). Overall, 60 (21.4%) developed LRE at 1 year, and 23 (8.2%) died. In multivariable analysis, AMN ≥ULN was an independent predictor of LRE (HR: 4.92; 95% CI: 2.80-8.64). The AMMON-OHE score predicted LRE with a time-dependent AUROC of 0.859 (CI: 0.810-0.907), outperforming MELD (p=0.014) but similar to CTP (p=NS). The AMMON-OHE score underestimated the risk of LRE in our cohort.

conclusionsAMN ≥ULN in stable outpatients with cirrhosis can predict LRE. Although the AMMON-OHE score has a high AUROC, it underestimates the risk of LRE in this cohort.

Indexed as

HyperammonemiaLiver CirrhosisAgedAmmoniaAscitesEsophageal and Gastric VaricesFemaleHepatic EncephalopathyHumansMaleMiddle AgedPredictive Value of TestsPrognosisProportional Hazards ModelsProspective StudiesSeverity of Illness IndexAmmoniaammoniaasciteshepatic encephalopathyhospitalizationmortalityvariceal bleeding

Identifiers

PMID41610149
PMCPMC12858227

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