Please use this identifier to cite or link to this item:
http://hdl.handle.net/10668/1859
Title: | Use of Hy's law and a new composite algorithm to predict acute liver failure in patients with drug-induced liver injury. |
Authors: | Robles-Díaz, Mercedes Lucena, M Isabel Kaplowitz, Neil Stephens, Camilla Medina-Cáliz, Inmaculada González-Jiménez, Andrés Ulzurrun, Eugenia González, Ana F Fernández, M Carmen Romero-Gómez, Manuel Jiménez-Pérez, Miguel Bruguera, Miguel Prieto, Martín Bessone, Fernando Hernández, Nelia Arrese, Marco Andrade, Raúl J |
metadata.dc.contributor.authoraffiliation: | [Robles-Díaz, M; Lucena, MI; Stephens, C; Medina-Cáliz, I; González-Jiménez, A; Ulzurrun, E; González, AF; Andrade, RJ] Unidad de Gestión Clínica de Enfermedades Digestivas, Servicio de Farmacología Clínica, Hospital Universitario Virgen de la Victoria, Málaga, Spain. [Robles-Díaz, M; Lucena, MI; Stephens, C; Medina-Cáliz, I; Ulzurrun, E; Romero-Gómez, M; Bruguera, M; Prieto, M; Andrade, RJ] Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, Barcelona, Spain. [Kaplowitz, N] University of Southern California Research Center for Liver Diseases, Keck School of Medicine, Los Angeles, CA, United States. [Fernandez, MC] Servicio de Farmacia, Hospital de Torrecardenas, Almería, Spain. [ Romero-Gómez, M] Unidad de Gestión Clínica de Enfermedades Digestivas, Hospital Universitario de Valme, Sevilla, Spain. [Jiménez-Pérez, M] Unidad de Gestión Clínica de Enfermedades Digestivas, Instituto de Investigación Biomédica de Málaga (IBIMA), Hospital Regional Universitario Carlos Haya, Málaga, Spain. [Bruguera, M] Instituto de Enfermedades Digestivas y Metabolismo, Hospital Clinic, Barcelona, Spain. [Prieto, M] Unidad de Gestión Clínica de Enfermedades Digestivas, Hospital la Fe, Valencia, Spain. [Bessone, F] Facultad de Ciencias Médicas, Servicio de Gastroenterología y Hepatología, Hospital Provincial del Centenario, Rosario, Argentina. [Hernández, N] Hospital de Clínicas Clínica de Gastroenterología, Facultad de Medicina, Universidad de la Republica, Montevideo, Uruguay. |
Keywords: | Idiosyncratic Hepatotoxicity;Prognostic Risk Factor;Prediction;Progression;Comorbilidad;Enfermedad hepática inducida por drogas;Ictericia;Fallo hepático agudo;Valor predictivo de las pruebas;Factores de riesgo;Sensibilidad y especificidad;Factores sexuales;Alanina transaminasa;Algoritmos;Bilirrubina;Marcadores biológicos;Niños |
metadata.dc.subject.mesh: | Medical Subject Headings::Named Groups::Persons::Age Groups::Adult Medical Subject Headings::Named Groups::Persons::Age Groups::Adult::Aged::Aged, 80 and over Medical Subject Headings::Chemicals and Drugs::Enzymes and Coenzymes::Enzymes::Transferases::Nitrogenous Group Transferases::Transaminases::Alanine Transaminase Medical Subject Headings::Information Science::Information Science::Computing Methodologies::Algorithms Medical Subject Headings::Chemicals and Drugs::Enzymes and Coenzymes::Enzymes::Hydrolases::Esterases::Phosphoric Monoester Hydrolases::Alkaline Phosphatase Medical Subject Headings::Chemicals and Drugs::Enzymes and Coenzymes::Enzymes::Transferases::Nitrogenous Group Transferases::Transaminases::Aspartate Aminotransferases Medical Subject Headings::Chemicals and Drugs::Heterocyclic Compounds::Heterocyclic Compounds, 1-Ring::Azoles::Pyrroles::Tetrapyrroles::Bile Pigments::Bilirubin Medical Subject Headings::Chemicals and Drugs::Biological Factors::Biological Markers Medical Subject Headings::Named Groups::Persons::Age Groups::Child Medical Subject Headings::Health Care::Health Care Quality, Access, and Evaluation::Quality of Health Care::Health Care Evaluation Mechanisms::Epidemiologic Study Characteristics as Topic::Epidemiologic Studies::Cohort Studies Medical Subject Headings::Health Care::Health Care Quality, Access, and Evaluation::Quality of Health Care::Epidemiologic Factors::Comorbidity Medical Subject Headings::Diseases::Digestive System Diseases::Liver Diseases::Drug-Induced Liver Injury Medical Subject Headings::Organisms::Eukaryota::Animals::Chordata::Vertebrates::Mammals::Primates::Haplorhini::Catarrhini::Hominidae::Humans Medical Subject Headings::Diseases::Pathological Conditions, Signs and Symptoms::Pathologic Processes::Hyperbilirubinemia::Jaundice Medical Subject Headings::Diseases::Digestive System Diseases::Liver Diseases::Hepatic Insufficiency::Liver Failure::Liver Failure, Acute Medical Subject Headings::Named Groups::Persons::Age Groups::Adult::Middle Aged Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Statistics as Topic::Models, Statistical Medical Subject Headings::Health Care::Health Care Quality, Access, and Evaluation::Quality of Health Care::Health Care Evaluation Mechanisms::Epidemiologic Research Design::Sensitivity and Specificity::Predictive Value of Tests Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Epidemiologic Study Characteristics as Topic::Epidemiologic Studies::Case-Control Studies::Retrospective Studies Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Statistics as Topic::Probability::Risk::Risk Factors Medical Subject Headings::Health Care::Health Care Quality, Access, and Evaluation::Quality of Health Care::Health Care Evaluation Mechanisms::Statistics as Topic::Sensitivity and Specificity Medical Subject Headings::Health Care::Health Care Quality, Access, and Evaluation::Quality of Health Care::Epidemiologic Factors::Sex Factors Medical Subject Headings::Named Groups::Persons::Age Groups::Adult::Young Adult Medical Subject Headings::Named Groups::Persons::Age Groups::Adolescent |
Issue Date: | Jul-2014 |
Publisher: | WB Saunders |
Citation: | Robles-Diaz M, Lucena MI, Kaplowitz N, Stephens C, Medina-Cáliz I, González-Jimenez A, et al. Use of Hy's law and a new composite algorithm to predict acute liver failure in patients with drug-induced liver injury. Gastroenterology. 2014 ; 147(1):109-118.e5 |
Abstract: | BACKGROUND & AIMS Hy's Law, which states that hepatocellular drug-induced liver injury (DILI) with jaundice indicates a serious reaction, is used widely to determine risk for acute liver failure (ALF). We aimed to optimize the definition of Hy's Law and to develop a model for predicting ALF in patients with DILI. METHODS We collected data from 771 patients with DILI (805 episodes) from the Spanish DILI registry, from April 1994 through August 2012. We analyzed data collected at DILI recognition and at the time of peak levels of alanine aminotransferase (ALT) and total bilirubin (TBL). RESULTS Of the 771 patients with DILI, 32 developed ALF. Hepatocellular injury, female sex, high levels of TBL, and a high ratio of aspartate aminotransferase (AST):ALT were independent risk factors for ALF. We compared 3 ways to use Hy's Law to predict which patients would develop ALF; all included TBL greater than 2-fold the upper limit of normal (×ULN) and either ALT level greater than 3 × ULN, a ratio (R) value (ALT × ULN/alkaline phosphatase × ULN) of 5 or greater, or a new ratio (nR) value (ALT or AST, whichever produced the highest ×ULN/ alkaline phosphatase × ULN value) of 5 or greater. At recognition of DILI, the R- and nR-based models identified patients who developed ALF with 67% and 63% specificity, respectively, whereas use of only ALT level identified them with 44% specificity. However, the level of ALT and the nR model each identified patients who developed ALF with 90% sensitivity, whereas the R criteria identified them with 83% sensitivity. An equal number of patients who did and did not develop ALF had alkaline phosphatase levels greater than 2 × ULN. An algorithm based on AST level greater than 17.3 × ULN, TBL greater than 6.6 × ULN, and AST:ALT greater than 1.5 identified patients who developed ALF with 82% specificity and 80% sensitivity. CONCLUSIONS When applied at DILI recognition, the nR criteria for Hy's Law provides the best balance of sensitivity and specificity whereas our new composite algorithm provides additional specificity in predicting the ultimate development of ALF. |
Description: | Journal Article; |
URI: | http://hdl.handle.net/10668/1859 |
metadata.dc.relation.publisherversion: | http://www.sciencedirect.com/science/article/pii/S0016508514004478 |
metadata.dc.identifier.doi: | 10.1053/j.gastro.2014.03.050 |
ISSN: | 1528-0012 (Online) 0016-5085 (Print) |
Appears in Collections: | 01- Artículos - Complejo Hospitalario Torrecárdenas 01- Artículos - Hospital de Valme 01- Artículos - Hospital Regional de Málaga 01- Artículos - Hospital Virgen de la Victoria 01- Artículos - IBIMA. Instituto de Investigación Biomédica de Málaga |
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