ArticleJournal of hepatology2021
A novel microRNA-based prognostic model outperforms standard prognostic models in patients with acetaminophen-induced acute liver failure.
Article in Journal of hepatology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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Who cites it
20 citing papers in PubMed, 41 citations in OpenAlex.
- Critical care hepatology: A narrative review of current concepts and management.World journal of critical care medicine · 2026Review
- Are we ready for a molecular diagnostics-driven era in hepatobiliary surgery?Hepatobiliary surgery and nutrition · 2026Article
- Management of acute liver failure-an updated literature review.World journal of critical care medicine · 2025Review
- The endothelial growth factor angiopoietin-2 is an accurate prognostic biomarker in patients with acetaminophen-induced acute liver failure.Toxicological sciences : an official journal of the Society of Toxicology · 2025Article
- From fructose to the future: liver disease biomarkers and their prognostic value in acute liver failure.Critical reviews in clinical laboratory sciences · 2025Review
- Serum proteomics of adults with acute liver failure provides mechanistic insights and attractive prognostic biomarkers.JHEP reports : innovation in hepatology · 2025Article
- microRNA associated with hepatocyte injury and systemic inflammation may predict adverse outcomes in cirrhotic patients.Scientific reports · 2024Article
- Acute liver failure: A practical update.JHEP reports : innovation in hepatology · 2024Review
- Macrophage activation markers are associated with infection and mortality in patients with acute liver failure.Liver international : official journal of the International Association for the Study of the Liver · 2024Article
- The Role of Mechanistic Biomarkers in Understanding Acetaminophen Hepatotoxicity in Humans.Drug metabolism and disposition: the biological fate of chemicals · 2024Review
- miRNA-ome plasma analysis unveils changes in blood-brain barrier integrity associated with acute liver failure in rats.Fluids and barriers of the CNS · 2023Article
- Article
- Circulating microRNAs improve bacterial infection diagnosis and overall survival prediction in acute decompensation of liver cirrhosis.iScience · 2023Article
- SARS-CoV-2-associated organs failure and inflammation: a focus on the role of cellular and viral microRNAs.Virology journal · 2023Review
- [Acute Liver Failure: Current Updates and Management].The Korean journal of gastroenterology = Taehan Sohwagi Hakhoe chi · 2023Review
- Liver Graft MicroRNAs Expression in Different Etiology of Acute Jaundice after Living Donor Liver Transplantation.Biology · 2022Article
- Management of Acute Liver Failure: Update 2022.Seminars in liver disease · 2022Article
- Association of cardiometabolic microRNAs with COVID-19 severity and mortality.Cardiovascular research · 2022Article
- Insight into microRNAs-Mediated Communication between Liver and Brain: A Possible Approach for Understanding Acute Liver Failure?International journal of molecular sciences · 2021Review
- Biomarker discovery in acetaminophen hepatotoxicity: leveraging single-cell transcriptomics and mechanistic insight.Expert review of clinical pharmacologyReview
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Authors and funding
13 authors at 5 institutions in 3 countries.
Funding
Abstract
BACKGROUND &
aimsAcetaminophen (APAP)-induced acute liver failure (ALF) remains the most common cause of ALF in the Western world. Conventional prognostic models, utilising markers of liver injury and organ failure, lack sensitivity for mortality prediction. We previously identified a microRNA signature that is associated with successful regeneration post-auxiliary liver transplant and with recovery from APAP-ALF. Herein, we aimed to use this microRNA signature to develop outcome prediction models for APAP-ALF.
methodsWe undertook a nested, case-control study using serum samples from 194 patients with APAP-ALF enrolled in the US ALF Study Group registry (1998-2014) at early (day 1-2) and late (day 3-5) time-points. A microRNA qPCR panel of 22 microRNAs was utilised to assess microRNA expression at both time-points. Multiple logistic regression was used to develop models which were compared to conventional prognostic models using the DeLong method.
resultsIndividual microRNAs confer limited prognostic value when utilised in isolation. However, incorporating them within microRNA-based outcome prediction models increases their clinical utility. Our early time-point model (AUC = 0.78, 95% CI 0.71-0.84) contained a microRNA signature associated with liver regeneration and our late time-point model (AUC = 0.83, 95% CI 0.76-0.89) contained a microRNA signature associated with cell-death. Both models were enhanced when combined with model for end-stage liver disease (MELD) score and vasopressor use and both outperformed the King's College criteria. The early time-point model combined with clinical parameters outperformed the ALF Study Group prognostic index and the MELD score.
conclusionsOur findings demonstrate that a regeneration-linked microRNA signature combined with readily available clinical parameters can outperform existing prognostic models for ALF in identifying patients with poor prognosis who may benefit from transplantation. LAY SUMMARY: While acute liver failure can be reversible, some patients will die without a liver transplant. We show that blood test markers that measure the potential for liver recovery may help improve identification of patients unlikely to survive acute liver failure who may benefit from a liver transplant.
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