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A novel microRNA-based prognostic model outperforms standard prognostic models in patients with acetaminophen-induced acute liver failure.
Tavabie, Oliver D; Karvellas, Constantine J; Salehi, Siamak; Speiser, Jaime L; Rose, Christopher F; Menon, Krishna; Prachalias, Andreas; Heneghan, Michael A; Agarwal, Kosh; Lee, William M; McPhail, Mark J W; Aluvihare, Varuna R.
Afiliação
  • Tavabie OD; Institute of Liver Studies, King's College Hospital, London, UK.
  • Karvellas CJ; Division of Gastroenterology and Department of Critical Care Medicine, University of Alberta, Edmonton, Canada.
  • Salehi S; Institute of Liver Studies, King's College Hospital, London, UK.
  • Speiser JL; Department of Biostatistics and Data Science, Wake Forest School of Medicine, North Carolina, USA.
  • Rose CF; Hepato-neuro Laboratory, CRCHUM, Université de Montréal, Montréal, Canada.
  • Menon K; Institute of Liver Studies, King's College Hospital, London, UK.
  • Prachalias A; Institute of Liver Studies, King's College Hospital, London, UK.
  • Heneghan MA; Institute of Liver Studies, King's College Hospital, London, UK.
  • Agarwal K; Institute of Liver Studies, King's College Hospital, London, UK.
  • Lee WM; Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Texas, USA.
  • McPhail MJW; Institute of Liver Studies, King's College Hospital, London, UK.
  • Aluvihare VR; Institute of Liver Studies, King's College Hospital, London, UK. Electronic address: varuna.aluvihare@kcl.ac.uk.
J Hepatol ; 75(2): 424-434, 2021 08.
Article em En | MEDLINE | ID: mdl-33857547
ABSTRACT
BACKGROUND &

AIMS:

Acetaminophen (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.

METHODS:

We 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.

RESULTS:

Individual 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.

CONCLUSIONS:

Our 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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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Falência Hepática / MicroRNAs / Acetaminofen Tipo de estudo: Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Adult / Female / Humans / Male / Middle aged Idioma: En Revista: J Hepatol Assunto da revista: GASTROENTEROLOGIA Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Reino Unido

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Falência Hepática / MicroRNAs / Acetaminofen Tipo de estudo: Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Adult / Female / Humans / Male / Middle aged Idioma: En Revista: J Hepatol Assunto da revista: GASTROENTEROLOGIA Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Reino Unido