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Published in: Drug Safety 1/2014

Open Access 01-11-2014 | Review Article

Causality Assessment for Suspected DILI During Clinical Phases of Drug Development

Authors: Arie Regev, Leonard B. Seeff, Michael Merz, Sif Ormarsdottir, Guruprasad P. Aithal, Jim Gallivan, Paul B. Watkins

Published in: Drug Safety | Special Issue 1/2014

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Abstract

Causality assessment is a critical step in establishing the diagnosis of drug induced liver injury (DILI) during drug development. DILI may resemble almost any type of liver disease, and often presents a serious challenge to clinical investigators and drug makers. The diagnosis of DILI is largely based upon a combination of a compatible clinical course, exclusion of all other reasonable causes, resemblance of clinical and pathological features to known features of liver injury due to the drug (i.e., “drug’s signature”), and incidence of liver injury among patients treated with the drug compared to placebo or comparator. Causality assessment for suspected DILI is currently performed using either evaluation by physicians with expertise in liver disorders (i.e., expert opinion) or standardized scoring instruments such as the Roussel Uclaf Causality Assessment Method (RUCAM). Both approaches are widely used in the post marketing setting. Causality assessment based on expert opinion is considered superior to standardized instruments such as RUCAM, in the setting of drug development, and is currently the preferred approach during clinical trials. There is a need for a systematic revision of RUCAM that will render it more suitable for the setting of clinical trials and drug development. Careful monitoring and meticulous data collection during clinical trials are essential in all cases with established liver injury to allow for a proper causality assessment. A workshop was convened to discuss best practices for the assessment of drug-induced liver injury (DILI) in clinical trials. This publication is based on the conclusions of this workshop.
Footnotes
1
Clinical chemistry criteria for DILI, based on the definition of the DILI Expert Working Group [4] include any one of the following: (1) More than or equal to 5X elevation above the ULN for ALT. (2) More than or equal to 2X elevation above the ULN for ALP (particularly with accompanying elevations in concentrations of gamma-glutamyl transpeptidase) in the absence of known bone pathology driving the rise in ALP level. (3) More than or equal to 3X elevation in ALT concentration and simultaneous elevation of TBL concentration exceeding 2X ULN.
 
Literature
1.
go back to reference Chitturi S, Farrell GC. Drug induced liver disease. In: Schiff ER, et al., editors. Schiff’s diseases of the liver. 11th ed. New York: Wiley-Blackwell; 2012. p. 703–82. Chitturi S, Farrell GC. Drug induced liver disease. In: Schiff ER, et al., editors. Schiff’s diseases of the liver. 11th ed. New York: Wiley-Blackwell; 2012. p. 703–82.
4.
go back to reference Aithal GP, Watkins PB, Andrade RJ, et al. Case definition and phenotype standardization in drug-induced liver injury. Clin Pharmacol Ther. 2011;89(6):806–15.PubMedCrossRef Aithal GP, Watkins PB, Andrade RJ, et al. Case definition and phenotype standardization in drug-induced liver injury. Clin Pharmacol Ther. 2011;89(6):806–15.PubMedCrossRef
5.
go back to reference Danan G, Benichou C. Causality assessment of adverse reactions to drugs: I. A novel method based on the conclusions of international consensus meetings: applications to drug induced liver injury. J Clin Epidemiol. 1993;46:1323–30.PubMedCrossRef Danan G, Benichou C. Causality assessment of adverse reactions to drugs: I. A novel method based on the conclusions of international consensus meetings: applications to drug induced liver injury. J Clin Epidemiol. 1993;46:1323–30.PubMedCrossRef
6.
go back to reference Maria VA, Victorino AJ. Development and validation of a clinical scale for the diagnosis of drug-induced hepatitis. Hepatology. 1997;26:664–9.PubMedCrossRef Maria VA, Victorino AJ. Development and validation of a clinical scale for the diagnosis of drug-induced hepatitis. Hepatology. 1997;26:664–9.PubMedCrossRef
7.
go back to reference Kindmark A, Jawaid A, Harbron CG, et al. Genome-wide pharmacogenetic investigation of a hepatic adverse event without clinical signs of immunopathology suggests an underlying immune pathogenesis. Pharmacogenomics J. 2008;8(3):186–95.PubMedCrossRef Kindmark A, Jawaid A, Harbron CG, et al. Genome-wide pharmacogenetic investigation of a hepatic adverse event without clinical signs of immunopathology suggests an underlying immune pathogenesis. Pharmacogenomics J. 2008;8(3):186–95.PubMedCrossRef
8.
go back to reference Spraggs CF, Budde LR, Briley LP, et al. HLA-DQA1*02:01 is a major risk factor for lapatinib-induced hepatotoxicity in women with advanced breast cancer. J Clin Oncol. 2011;29(6):667–73.PubMedCrossRef Spraggs CF, Budde LR, Briley LP, et al. HLA-DQA1*02:01 is a major risk factor for lapatinib-induced hepatotoxicity in women with advanced breast cancer. J Clin Oncol. 2011;29(6):667–73.PubMedCrossRef
9.
go back to reference Singer JB, Lewitzky S, Leroy E, et al. A genome-wide study identifies HLA alleles associated with lumiracoxib-related liver injury. Nat Genet. 2010;42(8):711–4.PubMedCrossRef Singer JB, Lewitzky S, Leroy E, et al. A genome-wide study identifies HLA alleles associated with lumiracoxib-related liver injury. Nat Genet. 2010;42(8):711–4.PubMedCrossRef
10.
go back to reference Rochon J, Protiva P, Seef LB, et al. Reliability of the Roussel Uclaf causality assessment method for assessing causality in drug-induced liver injury. Hepatology. 2008;48:1175–83.PubMedCentralPubMedCrossRef Rochon J, Protiva P, Seef LB, et al. Reliability of the Roussel Uclaf causality assessment method for assessing causality in drug-induced liver injury. Hepatology. 2008;48:1175–83.PubMedCentralPubMedCrossRef
11.
go back to reference Lucena MI, Camargo R, Andrade RJ, et al. Comparison of two clinical scales for causality assessment in hepatotoxicity. Hepatology. 2001;33:123–30.PubMedCrossRef Lucena MI, Camargo R, Andrade RJ, et al. Comparison of two clinical scales for causality assessment in hepatotoxicity. Hepatology. 2001;33:123–30.PubMedCrossRef
12.
go back to reference Teschke R, Frenzel C, Schulze J, Schwarzenboeck A, Eickhoff A. Herbalife hepatotoxicity: evaluation of cases with positive reexposure tests. World J Hepatol. 2013;5(7):353–63.PubMedCentralPubMedCrossRef Teschke R, Frenzel C, Schulze J, Schwarzenboeck A, Eickhoff A. Herbalife hepatotoxicity: evaluation of cases with positive reexposure tests. World J Hepatol. 2013;5(7):353–63.PubMedCentralPubMedCrossRef
13.
go back to reference Teschke R, Frenzel C, Wolff A, Eickhoff A, Schulze J. Drug induced liver injury: accuracy of diagnosis in published reports. Ann Hepatol. 2014;13(2):248–55.PubMed Teschke R, Frenzel C, Wolff A, Eickhoff A, Schulze J. Drug induced liver injury: accuracy of diagnosis in published reports. Ann Hepatol. 2014;13(2):248–55.PubMed
14.
go back to reference Björnsson ES, Bergmann OM, Björnsson HK, Kvaran RB, Olafsson S. Incidence, presentation, and outcomes in patients with drug-induced liver injury in the general population of Iceland. Gastroenterology. 2013;144(7):1419–25.PubMedCrossRef Björnsson ES, Bergmann OM, Björnsson HK, Kvaran RB, Olafsson S. Incidence, presentation, and outcomes in patients with drug-induced liver injury in the general population of Iceland. Gastroenterology. 2013;144(7):1419–25.PubMedCrossRef
15.
go back to reference Benichou C, Danan G, Flahault A. Causality assessment of adverse reactions to drugs-II. An original model for validation of drug causality assessment method: case reports with positive rechallenge. J Clin Epidemiol. 1993;4(6):1331–6.CrossRef Benichou C, Danan G, Flahault A. Causality assessment of adverse reactions to drugs-II. An original model for validation of drug causality assessment method: case reports with positive rechallenge. J Clin Epidemiol. 1993;4(6):1331–6.CrossRef
16.
go back to reference Papay JI, Clines D, Rafi R, et al. Drug-induced liver injury following positive drug rechallenge. Regul Toxicol Pharmacol. 2009;54(1):84–90.PubMedCrossRef Papay JI, Clines D, Rafi R, et al. Drug-induced liver injury following positive drug rechallenge. Regul Toxicol Pharmacol. 2009;54(1):84–90.PubMedCrossRef
17.
go back to reference Hunt CM. Mitochondrial and immunoallergic injury increase risk of positive drug rechallenge after drug-induced liver injury: a systematic review. Hepatology. 2010;52(6):2216–22.PubMedCrossRef Hunt CM. Mitochondrial and immunoallergic injury increase risk of positive drug rechallenge after drug-induced liver injury: a systematic review. Hepatology. 2010;52(6):2216–22.PubMedCrossRef
18.
go back to reference Fontana RJ, Watkins PB, Bonkovsky HL, et al. Drug-induced liver injury network (DILIN) prospective study rationale, design and conduct. Drug Saf. 2009;32:55–68.PubMedCentralPubMedCrossRef Fontana RJ, Watkins PB, Bonkovsky HL, et al. Drug-induced liver injury network (DILIN) prospective study rationale, design and conduct. Drug Saf. 2009;32:55–68.PubMedCentralPubMedCrossRef
19.
go back to reference Brown G, Copeland T, Willward M, et al. Monadic testing of new products—an old problem and some partial solutions. J Market Res Soc. 1973;15:112–31. Brown G, Copeland T, Willward M, et al. Monadic testing of new products—an old problem and some partial solutions. J Market Res Soc. 1973;15:112–31.
20.
go back to reference Friedman HH, Amoo T. Rating the rating scales. J Market Manag. 1999;9:114–23. Friedman HH, Amoo T. Rating the rating scales. J Market Manag. 1999;9:114–23.
21.
go back to reference Kowdley KV, Wang CC, Welch S, et al. Prevalence of chronic hepatitis B among foreign-born persons living in the United States by country of origin. Hepatology. 2012;56:422–33.PubMedCrossRef Kowdley KV, Wang CC, Welch S, et al. Prevalence of chronic hepatitis B among foreign-born persons living in the United States by country of origin. Hepatology. 2012;56:422–33.PubMedCrossRef
22.
go back to reference Hann HW, Hann RS, Maddrey WC. Hepatitis B virus infection in 6,130 unvaccinated Korean–Americans surveyed between 1988 and 1990. Am J Gastroenterol. 2007;102(4):767–72.PubMedCrossRef Hann HW, Hann RS, Maddrey WC. Hepatitis B virus infection in 6,130 unvaccinated Korean–Americans surveyed between 1988 and 1990. Am J Gastroenterol. 2007;102(4):767–72.PubMedCrossRef
23.
go back to reference Mindikoglu AL, Regev A, Schiff ER. Hepatitis B virus reactivation after cytotoxic chemotherapy: the disease and its prevention. Clin Gastroenterol Hepatol. 2006;4:1076–81.PubMedCrossRef Mindikoglu AL, Regev A, Schiff ER. Hepatitis B virus reactivation after cytotoxic chemotherapy: the disease and its prevention. Clin Gastroenterol Hepatol. 2006;4:1076–81.PubMedCrossRef
24.
go back to reference Kunihom MH, Purcell RH, McQuillan GM, et al. Epidemiology of hepatitis E virus in the United States: results from the third National Health and National Health and Nutritional Examination survey, 1988–1994. JID. 2009;200:48–56.CrossRef Kunihom MH, Purcell RH, McQuillan GM, et al. Epidemiology of hepatitis E virus in the United States: results from the third National Health and National Health and Nutritional Examination survey, 1988–1994. JID. 2009;200:48–56.CrossRef
25.
go back to reference Laurent-Puig P, Dussaix E, de Paillette L, et al. Prevalence of hepatitis C RNA in suspected drug induced liver injury (letter). J Hepatol. 1993;19:487–9.PubMedCrossRef Laurent-Puig P, Dussaix E, de Paillette L, et al. Prevalence of hepatitis C RNA in suspected drug induced liver injury (letter). J Hepatol. 1993;19:487–9.PubMedCrossRef
26.
go back to reference Davern TJ, Chalasani N, Fontana RJ, et al. Acute hepatitis E infection accounts for some cases of suspected drug-induced liver injury. Gastroenterology. 2011;141:1665–72.PubMedCentralPubMedCrossRef Davern TJ, Chalasani N, Fontana RJ, et al. Acute hepatitis E infection accounts for some cases of suspected drug-induced liver injury. Gastroenterology. 2011;141:1665–72.PubMedCentralPubMedCrossRef
27.
go back to reference Desmet VJ, Gerber M, Hoofnagle JH, et al. Classification of chronic hepatitis: diagnosis, grading and staging. Hepatology. 1994;19:1513–20.PubMedCrossRef Desmet VJ, Gerber M, Hoofnagle JH, et al. Classification of chronic hepatitis: diagnosis, grading and staging. Hepatology. 1994;19:1513–20.PubMedCrossRef
28.
29.
go back to reference Whitehead MW, Hawkes ND, Hainsworth I, et al. A prospective study of the causes of notably raised aspartate aminotransferase of liver origin. Gut. 1999;45(1):129–33.PubMedCentralPubMedCrossRef Whitehead MW, Hawkes ND, Hainsworth I, et al. A prospective study of the causes of notably raised aspartate aminotransferase of liver origin. Gut. 1999;45(1):129–33.PubMedCentralPubMedCrossRef
31.
go back to reference Bernal W, Ma Y, Smith HM, et al. The significance of autoantibodies and immunoglobulins in acute liver failure: a cohort study. J Hepatol. 2007;47(5):664–70.PubMedCrossRef Bernal W, Ma Y, Smith HM, et al. The significance of autoantibodies and immunoglobulins in acute liver failure: a cohort study. J Hepatol. 2007;47(5):664–70.PubMedCrossRef
33.
go back to reference Kaymakoglu S, Cakaloglu Y, Demir K, et al. Is severe cryptogenic hepatitis similar to autoimmune hepatitis? J Hepatol. 1998;28(1):78–83.PubMedCrossRef Kaymakoglu S, Cakaloglu Y, Demir K, et al. Is severe cryptogenic hepatitis similar to autoimmune hepatitis? J Hepatol. 1998;28(1):78–83.PubMedCrossRef
34.
go back to reference Gassert D, Garcia H, Tanako K, et al. Corticosteroid-responsive cryptogenic chronic hepatitis: evidence for seronegative autoimmune hepatitis. Dig Dis Sci. 2007;52(9):2433–7.PubMedCrossRef Gassert D, Garcia H, Tanako K, et al. Corticosteroid-responsive cryptogenic chronic hepatitis: evidence for seronegative autoimmune hepatitis. Dig Dis Sci. 2007;52(9):2433–7.PubMedCrossRef
35.
go back to reference Heringlake S, Schütte A, Flemming P, et al. Presumed cryptogenic liver disease in Germany: high prevalence of autoantibody-negative autoimmune hepatitis, low prevalence of NASH, no evidence for occult viral etiology. Z Gastroenterol. 2009;47(5):417–23.PubMedCrossRef Heringlake S, Schütte A, Flemming P, et al. Presumed cryptogenic liver disease in Germany: high prevalence of autoantibody-negative autoimmune hepatitis, low prevalence of NASH, no evidence for occult viral etiology. Z Gastroenterol. 2009;47(5):417–23.PubMedCrossRef
36.
go back to reference Mathiesen UL, Franzén LE, Frydén A, et al. The clinical significance of slightly to moderately increased liver transaminase values in asymptomatic patients. Scand J Gastroenterol. 1999;34(1):85–91.PubMedCrossRef Mathiesen UL, Franzén LE, Frydén A, et al. The clinical significance of slightly to moderately increased liver transaminase values in asymptomatic patients. Scand J Gastroenterol. 1999;34(1):85–91.PubMedCrossRef
37.
go back to reference Rosenberg P, Urwitz H, Johannesson A, et al. Psoriasis patients with diabetes type 2 are at high risk of developing liver fibrosis during methotrexate treatment. J Hepatol. 2007;46:1111–8.PubMedCrossRef Rosenberg P, Urwitz H, Johannesson A, et al. Psoriasis patients with diabetes type 2 are at high risk of developing liver fibrosis during methotrexate treatment. J Hepatol. 2007;46:1111–8.PubMedCrossRef
Metadata
Title
Causality Assessment for Suspected DILI During Clinical Phases of Drug Development
Authors
Arie Regev
Leonard B. Seeff
Michael Merz
Sif Ormarsdottir
Guruprasad P. Aithal
Jim Gallivan
Paul B. Watkins
Publication date
01-11-2014
Publisher
Springer International Publishing
Published in
Drug Safety / Issue Special Issue 1/2014
Print ISSN: 0114-5916
Electronic ISSN: 1179-1942
DOI
https://doi.org/10.1007/s40264-014-0185-4

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