Literature DB >> 21332248

Evaluation of drug-induced serious hepatotoxicity (eDISH): application of this data organization approach to phase III clinical trials of rivaroxaban after total hip or knee replacement surgery.

Paul B Watkins1, Mehul Desai, Scott D Berkowitz, Gary Peters, Yves Horsmans, Dominique Larrey, Willis Maddrey.   

Abstract

BACKGROUND: The most specific indicator of a drug-induced liver injury signal in a clinical trial database is believed to be the occurrence of subjects experiencing drug-associated elevations in both serum ALT and serum total bilirubin (TB) without a significant elevation in serum alkaline phosphatase (ALP). eDISH (evaluation of Drug-Induced Serious Hepatotoxicity) is a recently described tool that organizes liver laboratory data by graphically displaying peak serum ALT and TB levels for each subject, and can also provide direct links to the pertinent clinical and laboratory data for each subject.
OBJECTIVE: To illustrate the usefulness of the eDISH approach in the presentation of liver safety data by using phase III clinical trial data for rivaroxaban.
METHODS: Four randomized, active-controlled studies were conducted worldwide in subjects undergoing elective hip or knee replacement surgery to compare the efficacy and safety of the anticoagulant rivaroxaban, an oral, direct Factor Xa inhibitor, with the low-molecular-weight heparin, enoxaparin. Liver laboratory assessments, including ALT, AST, TB and ALP, were performed frequently during the studies. Data were incorporated into eDISH and linked data for selected subjects were analysed.
RESULTS: In the pooled analysis of the four studies, a total of 12 262 subjects (6131 rivaroxaban, 6131 enoxaparin) received at least one dose of study drug and had at least one central and/or local laboratory assessment during the study. A total of 143 (2.33%) rivaroxaban subjects and 223 (3.64%) enoxaparin subjects experienced a peak ALT >3 × upper limit of normal (ULN) but did not experience an elevation of TB >2 × ULN; these subjects are displayed in the right lower quadrant of the eDISH plot, termed the 'Temple's Corollary quadrant'. There were ten rivaroxaban and ten enoxaparin subjects with a peak ALT >3 × ULN and a peak TB >2 × ULN; these subjects were displayed in the right upper quadrant of the eDISH plot, termed the 'Hy's Law quadrant'. eDISH allowed efficient examination of the relevant data for each of these subjects.
CONCLUSIONS: The eDISH approach is an efficient and effective way to organize and examine large liver safety databases for randomized controlled clinical trials. It greatly facilitates a systematic and transparent examination of the relevant liver safety laboratory data. We believe eDISH should become a standard approach for assessing and studying liver safety issues in clinical trials.

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Year:  2011        PMID: 21332248     DOI: 10.2165/11586600-000000000-00000

Source DB:  PubMed          Journal:  Drug Saf        ISSN: 0114-5916            Impact factor:   5.606


  12 in total

1.  Extended duration rivaroxaban versus short-term enoxaparin for the prevention of venous thromboembolism after total hip arthroplasty: a double-blind, randomised controlled trial.

Authors:  Ajay K Kakkar; Benjamin Brenner; Ola E Dahl; Bengt I Eriksson; Patrick Mouret; Jim Muntz; Andrea G Soglian; Akos F Pap; Frank Misselwitz; Sylvia Haas
Journal:  Lancet       Date:  2008-06-24       Impact factor: 79.321

2.  Drug-induced liver injury: an analysis of 461 incidences submitted to the Spanish registry over a 10-year period.

Authors:  Raúl J Andrade; M Isabel Lucena; M Carmen Fernández; Gloria Pelaez; Ketevan Pachkoria; Elena García-Ruiz; Beatriz García-Muñoz; Rocio González-Grande; Angeles Pizarro; José Antonio Durán; Manuel Jiménez; Luis Rodrigo; Manuel Romero-Gomez; José María Navarro; Ramón Planas; Joan Costa; Africa Borras; Aina Soler; Javier Salmerón; Rafael Martin-Vivaldi
Journal:  Gastroenterology       Date:  2005-08       Impact factor: 22.682

3.  The spectrum of hepatotoxicity.

Authors:  H J Zimmerman
Journal:  Perspect Biol Med       Date:  1968       Impact factor: 1.416

4.  Elevation of hepatic transaminases after enoxaparin use: case report and review of unfractionated and low-molecular-weight heparin-induced hepatotoxicity.

Authors:  M K Carlson; P P Gleason; S Sen
Journal:  Pharmacotherapy       Date:  2001-01       Impact factor: 4.705

5.  Using controlled clinical trials to learn more about acute drug-induced liver injury.

Authors:  Paul B Watkins; Paul J Seligman; John S Pears; Mark I Avigan; John R Senior
Journal:  Hepatology       Date:  2008-11       Impact factor: 17.425

6.  Transaminase elevations in patients receiving bovine or porcine heparin.

Authors:  G E Dukes; S W Sanders; J Russo; E Swenson; T G Burnakis; J R Saffle; G D Warden
Journal:  Ann Intern Med       Date:  1984-05       Impact factor: 25.391

7.  Heparin-induced transaminase elevations: a prospective study.

Authors:  A Guevara; J Labarca; G González-Martin
Journal:  Int J Clin Pharmacol Ther Toxicol       Date:  1993-03

8.  Rivaroxaban versus enoxaparin for thromboprophylaxis after hip arthroplasty.

Authors:  Bengt I Eriksson; Lars C Borris; Richard J Friedman; Sylvia Haas; Menno V Huisman; Ajay K Kakkar; Tiemo J Bandel; Horst Beckmann; Eva Muehlhofer; Frank Misselwitz; William Geerts
Journal:  N Engl J Med       Date:  2008-06-26       Impact factor: 91.245

Review 9.  Monitoring for hepatotoxicity: what is the predictive value of liver "function" tests?

Authors:  J R Senior
Journal:  Clin Pharmacol Ther       Date:  2009-01-07       Impact factor: 6.875

10.  Rivaroxaban versus enoxaparin for thromboprophylaxis after total knee arthroplasty (RECORD4): a randomised trial.

Authors:  Alexander G G Turpie; Michael R Lassen; Bruce L Davidson; Kenneth A Bauer; Michael Gent; Louis M Kwong; Fred D Cushner; Paul A Lotke; Scott D Berkowitz; Tiemo J Bandel; Alice Benson; Frank Misselwitz; William D Fisher
Journal:  Lancet       Date:  2009-05-04       Impact factor: 79.321

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  28 in total

1.  Anti-tuberculosis drug-induced liver injury in Shanghai: validation of Hy's Law.

Authors:  Xin Shen; Zheng'an Yuan; Jian Mei; Zurong Zhang; Juntao Guo; Zheyuan Wu; Jie Wu; Haihua Zhang; Jieping Pan; Wenming Huang; Huili Gong; Dong Yuan; Ping Xiao; Yanqin Wang; Yi Shuai; Senlin Lin; Qichao Pan; Tong Zhou; Paul B Watkins; Fan Wu
Journal:  Drug Saf       Date:  2014-01       Impact factor: 5.606

2.  Liver injury during rivaroxaban treatment in a patient with AL amyloidosis.

Authors:  Alan Marrinan; L Shackleton; C Kelly; M Lavin; S Glavey; P Murphy; J Quinn
Journal:  Eur J Clin Pharmacol       Date:  2021-01-11       Impact factor: 2.953

3.  Portal vein thrombosis in patients with cirrhosis: underdiagnosis and undertreatment?

Authors:  Aaron Liew; James Douketis
Journal:  Intern Emerg Med       Date:  2016-05-23       Impact factor: 3.397

4.  Liver injury with novel oral anticoagulants: assessing post-marketing reports in the US Food and Drug Administration adverse event reporting system.

Authors:  Emanuel Raschi; Elisabetta Poluzzi; Ariola Koci; Francesco Salvo; Antoine Pariente; Maurizio Biselli; Ugo Moretti; Nicholas Moore; Fabrizio De Ponti
Journal:  Br J Clin Pharmacol       Date:  2015-05-20       Impact factor: 4.335

5.  Assessing liver injury associated with antimycotics: Concise literature review and clues from data mining of the FAERS database.

Authors:  Emanuel Raschi; Elisabetta Poluzzi; Ariola Koci; Paolo Caraceni; Fabrizio De Ponti
Journal:  World J Hepatol       Date:  2014-08-27

6.  Trends in reporting drug-associated liver injuries in Taiwan: a focus on amiodarone.

Authors:  Jun-Hong Ye; Yunn-Fang Ho; Angela W-F On; Wen-Wen Chen; Yen-Ming Huang; Wei-I Huang; Yun-Wen Tang
Journal:  Int J Clin Pharm       Date:  2018-07-26

Review 7.  Hepatotoxicity of New Oral Anticoagulants (NOACs).

Authors:  Evangelia Liakoni; Alexandra E Rätz Bravo; Stephan Krähenbühl
Journal:  Drug Saf       Date:  2015-08       Impact factor: 5.606

Review 8.  In silico modeling to optimize interpretation of liver safety biomarkers in clinical trials.

Authors:  Rachel J Church; Paul B Watkins
Journal:  Exp Biol Med (Maywood)       Date:  2017-11-02

9.  Comparison of Safety Profiles of New Oral Anticoagulants with Warfarin Using the Japanese Spontaneous Reporting Database.

Authors:  Keiko Hosohata; Saki Oyama; Iku Niinomi; Tomohito Wakabayashi; Ayaka Inada; Kazunori Iwanaga
Journal:  Clin Drug Investig       Date:  2019-07       Impact factor: 2.859

10.  Validation of multivariate outlier detection analyses used to identify potential drug-induced liver injury in clinical trial populations.

Authors:  Xiwu Lin; Daniel Parks; Jeffery Painter; Christine M Hunt; Heide A Stirnadel-Farrant; Jie Cheng; Alan Menius; Kwan Lee
Journal:  Drug Saf       Date:  2012-10-01       Impact factor: 5.606

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