Evidence-based selection of training compounds for use in the mechanism-based integrated prediction of drug-induced liver injury in man (original) (raw)

Idiosyncratic toxicity

Drug-induced liver injury can be predictable and unpredictable (‘idiosyncratic’). Predictable liver toxicity is dose dependent and, essentially, all patients will develop liver injury if they receive a sufficiently high dose of the hepatotoxic drug. The toxicity of APAP remains one of the most extensively studied drugs known to cause dose-dependent liver toxicity in humans and preclinical species (Larson [2007](/article/10.1007/s00204-016-1845-1#ref-CR80 "Larson AM (2007) Acetaminophen hepatotoxicity. Clin Liver Dis 11:525–548. doi: 10.1016/j.cld.2007.06.006

                    ")). The term idiosyncratic means that the occurrence of DILI is a function of the individual. Such reactions may have an immunological basis, but this must not be assumed.

Alternatively, drugs known to form chemically reactive metabolites (CRMs) can be associated with idiosyncratic toxicity. These drugs which form CRMs provide evidence of a possible link between reactive metabolite formation and idiosyncratic liver toxicity—not necessarily dose-dependent, occurring only in a small fraction of susceptible individuals and within the intended therapeutic range (Uetrecht 2000). Idiosyncratic adverse drug reactions (IDRs) associated with liver injury are reported in 50 % of the cases of acute liver failure (Abboud and Kaplowitz 2007), but the frequency of IDRs is low accounting for 1 in 10,000–1 in 100,000 patients. IDRs are often not identified until the drug reaches a large patient population. In Table 4, an overview is given of the selected training compounds involving the relevant processes and mechanisms in DILI.

Table 4 Overview of relevant processes and mechanism involved in DILI of training compounds

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Below the relevant mechanisms for DILI of the training compounds will be illustrated using representative training compounds. For details on the relevant processes and mechanisms involved in DILI of all training compound, reference is made to Table 5.

Table 5 Details of relevant processes and mechanism involved in DILI of the training compounds

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Compounds causing mitochondrial impairment (mechanism 1)

Mitochondrial dysfunction is a general term to include alterations of different metabolic pathways and damage to mitochondrial components (Fig. 3.1). Changes in mitochondrial homoeostasis can have a variety of deleterious consequences, such as oxidative stress, energy depletion, accumulation of triglycerides, and cell death. Mechanisms of mitochondrial dysfunction include membrane permeabilization, oxidative phosphorylation (OXPHOS) impairment, fatty acid β-oxidation (FAO) inhibition and mtDNA depletion. Regarding steatosis, investigations suggest that besides mitochondrial dysfunction several other mechanisms could be involved and they are discussed separately below using the training compounds as umbrella.

Fig. 3

Fig. 3

The alternative text for this image may have been generated using AI.

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Integrative picture of DILI-related mechanisms and MIP-DILI training compounds

Fialuridine (mechanism 1)

Fialuridine was developed as an antiviral therapy for hepatitis B infection. In a phase II study, fialuridine caused severe toxicity: irreversible acute hepatic failure in 7 out of 15 patients, myopathy, myoglobinuria, severe lactic acidosis, and neuropathy after 9–13 weeks of treatment (McKenzie et al. [1995](/article/10.1007/s00204-016-1845-1#ref-CR105 "McKenzie R, Fried MW, Sallie R et al (1995) Hepatic failure and lactic acidosis due to fialuridine (FIAU), an investigational nucleoside analogue for chronic hepatitis B. N Engl J Med 333:1099–1105. doi: 10.1056/NEJM199510263331702

                    ")). Five out of 7 participants with severe hepatotoxicity died and two survived after liver transplantation liver transplant. Preclinical toxicology studies in mice, rats, dogs, and primates did not provide any indication that FIAU would be hepatotoxic in humans (Trials et al. [1995](/article/10.1007/s00204-016-1845-1#ref-CR154 "Trials C, Manning FJ, Swartz M et al (1995) Review of the fialuridine (FIAU) clinical trials. In: Manning FJ, Swartz M (eds) Institute of Medicine (US) Committee to Review the Fialuridine (FIAU/FIAC) Clinical Trials. National Academies Press (US), Washington (DC)")).

Histologic analysis of human liver tissue showed prominent accumulation of microvesicular fat, with chronic active hepatitis and variable degrees of macrovesicular steatosis, but little hepatocellular necrosis, which is consistent with the absence of substantial elevations in serum aminotransferase levels during treatment.(Kleiner et al. 1997). Electron microscopy showed markedly swollen mitochondria, with loss of cristae, matrix dissolution, and scattered vesicular inclusions.

In studies of fialuridine in a human hepatoma cell line (Hep G2), the drug was incorporated into both nuclear and mitochondrial DNA, but at a much higher rate in the latter (Cui et al. [1995](/article/10.1007/s00204-016-1845-1#ref-CR24 "Cui L, Yoon S, Schinazi RF, Sommadossi JP (1995) Cellular and molecular events leading to mitochondrial toxicity of 1-(2-deoxy-2-fluoro-1-beta-d-arabinofuranosyl)-5-iodouracil in human liver cells. J Clin Invest 95:555–563. doi: 10.1172/JCI117698

                    ")). Morphologic changes in mitochondria, microsteatosis, macrosteatosis, and increased lactic acid production were also observed. The integration of nucleoside analogues into nuclear DNA represents an alternative but potentially delayed pathway to cytotoxicity and cell apoptosis. Expression of a nucleoside transporter hENT1 in human (but not in mouse) mitochondria, which facilitates entry of fialuridine into mitochondria, may be responsible for the human-specific mitochondrial toxicity caused by fialuridine (Lee et al. [2006](/article/10.1007/s00204-016-1845-1#ref-CR85 "Lee EW, Lai Y, Zhang H, Unadkat JD (2006) Identification of the mitochondrial targeting signal of the human equilibrative nucleoside transporter 1 (hENT1): implications for interspecies differences in mitochondrial toxicity of fialuridine. J Biol Chem 281:16700–16706. doi:
                10.1074/jbc.M513825200
                
              
                    ")).

Recently, it has been shown that chimeric mice could be used as a model for fialuridine toxicity. The clinical features, laboratory abnormalities, liver histology, and ultra-structural changes observed were the same as in humans and these abnormalities developed in the regions of the livers that contained human hepatocytes but not in regions that contained mouse hepatocytes (Xu et al. [2014](/article/10.1007/s00204-016-1845-1#ref-CR163 "Xu D, Nishimura T, Nishimura S et al (2014) Fialuridine induces acute liver failure in chimeric TK-NOG mice: a model for detecting hepatic drug toxicity prior to human testing. PLoS Med 11:e1001628. doi: 10.1371/journal.pmed.1001628

                    ")).

Reactive metabolites (mechanism 2)

Involvement of the liver in drug-related injury rests on the anatomical location of the liver and exposure to orally ingested drugs, physiology and metabolic capacity of the drug-metabolising enzymes. During drug absorption, some of the parent drug is metabolized to typically more hydrophilic entities, the metabolites of which are predominantly inert water-soluble metabolites, but can equally lead to the formation of chemically reactive species, i.e. reactive metabolites (Fig. 3.2). And the process of drug bioactivation to CRMs is believed to be among the number of initiating events of many drug-related liver toxicities. The formation of CRMs can interact with critical intracellular macromolecules leading to toxicity or further interaction with hepatoprotective entities such as glutathione (GSH). CRMs are typically electron deficient molecules (electrophiles) and if not detoxified these electrophiles react with electron rich macromolecules such as proteins, nucleic acids and lipids with the potential to cause a change in biochemical function, or modified such that these modified proteins are processed by the immune antigen presenting cells. CRMs include quinone-imines, quinones, epoxides and reactive oxygen species and other free radicals. Most CRMs are short-lived leading to cellular injury close to the site of formation, but less reactive species can diffuse to other surrounding cells and intracellular organelles depending on concentration, rate of formation of reactive metabolites and the nature of species formed, i.e. hard and soft electrophiles, such as quinones and quinine methides, respectively. Free radicals, by contrast, do not covalently interact with macromolecules, but pair with other free radicals forming covalent bonds with abstraction of hydrogen from neutral molecules to form a new free radical cation.

Acetaminophen (mechanisms 1, 2, 5)

The association of reactive metabolite formation and APAP toxicity is among the most documented example of drug liver injury (Bessems and Vermeulen 2001). At normal therapeutic doses, APAP is considered safe, but at high doses it is hepatotoxic and accounts for a large proportion of drug-related morbidity in humans (Jaeschke [2015](/article/10.1007/s00204-016-1845-1#ref-CR64 "Jaeschke H (2015) Acetaminophen: dose-dependent drug hepatotoxicity and acute liver failure in patients. Dig Dis 33:464–471. doi: 10.1159/000374090

                    ")). Registered annual percentage of acetaminophen-related acute liver failure rose from 28 % in 1998 to 51 % in 2003 in multicentre US study (Larson et al. [2005](/article/10.1007/s00204-016-1845-1#ref-CR81 "Larson AM, Polson J, Fontana RJ et al (2005) Acetaminophen-induced acute liver failure: results of a United States multicenter, prospective study. Hepatology 42:1364–1372. doi:
                10.1002/hep.20948
                
              
                    ")). At therapeutic doses, APAP is conjugated to form the sulphate and glucuronides metabolites and accounts for 40 and 20–40 % of the dose, respectively, in human. GSH conjugation accounts for less than 15 %. Because of cofactor limitation, at high doses of APAP, oxidative metabolism by CYP2E1, 1A2, 2D6, and 3A4 to the cytotoxic _N_\-acetyl-p-aminoquinone-imine (NAPQI) becomes more important (James et al. [2003a](/article/10.1007/s00204-016-1845-1#ref-CR66 "James LP, Mayeux PR, Hinson JA (2003a) Acetaminophen-induced hepatotoxicity. Drug Metab Dispos 31:1499–1506. doi:
                10.1124/dmd.31.12.1499
                
              
                    "); McGill and Jaeschke [2013](/article/10.1007/s00204-016-1845-1#ref-CR104 "McGill MR, Jaeschke H (2013) Metabolism and disposition of acetaminophen: recent advances in relation to hepatotoxicity and diagnosis. Pharm Res 30:2174–2187")). NAPQI can be reduced by NAD(P)H:quinone oxidoreductase 1 (NQO1) (Powis et al. [1987](/article/10.1007/s00204-016-1845-1#ref-CR122 "Powis G, See KL, Santone KS et al (1987) Quinoneimines as substrates for quinone reductase (NAD(P)H: (quinone-acceptor)oxidoreductase) and the effect of dicumarol on their cytotoxicity. Biochem Pharmacol 36:2473–2479. doi:
                10.1016/0006-2952(87)90519-3
                
              
                    "); Moffit et al. [2007](/article/10.1007/s00204-016-1845-1#ref-CR106 "Moffit JS, Aleksunes LM, Kardas MJ et al (2007) Role of NAD(P)H:quinone oxidoreductase 1 in clofibrate-mediated hepatoprotection from acetaminophen. Toxicology 230:197–206. doi:
                10.1016/j.tox.2006.11.052
                
              
                    ")), NAD(P)H:quinone oxidoreductase 2 (NQO2, unpublished) or GSH and be conjugated to GSH resulting in the formation of 3-glutathionyl-paracetamol (APAP-SG) (Coles et al. [1988](/article/10.1007/s00204-016-1845-1#ref-CR22 "Coles B, Wilson I, Wardman P et al (1988) The spontaneous and enzymatic reaction of N-acetyl-p-benzoquinonimine with glutathione: a stopped-flow kinetic study. Arch Biochem Biophys 264:253–260. doi:
                10.1016/0003-9861(88)90592-9
                
              
                    ")). Following depletion of GSH, NAPQI reacts increasingly with macromolecules causing subsequent hepatic necrosis. In certain individuals, APAP toxicity can arise with therapeutic doses (Vuppalanchi et al. [2007](/article/10.1007/s00204-016-1845-1#ref-CR158 "Vuppalanchi R, Liangpunsakul S, Chalasani N (2007) Etiology of new-onset jaundice: how often is it caused by idiosyncratic drug-induced liver injury in the United States? Am J Gastroenterol 102:558–562. doi:
                10.1111/j.1572-0241.2006.01019.x
                
               
                       (quiz 693)
                    ")) and this ‘idiosyncratic’ response in liver injury may likely act as a contributing factor to the differences in the expression and activity of the phase I enzymes.

NAPQI interacts with protein thiols, by covalent binding and thiol-oxidation, including the plasma membrane Ca2+-ATPase causing an increase in cytosolic Ca2+ concentrations, changes to the actin skeletal structure and function and cell death by centrilobular hepatic necrosis. Covalent binding to critical cellular proteins has been postulated to be the main mechanism of toxicity (Hinson et al. [1995](/article/10.1007/s00204-016-1845-1#ref-CR61 "Hinson JA, Pumford NR, Roberts DW (1995) Mechanisms of acetaminophen toxicity: immunochemical detection of drug-protein adducts. Drug Metab Rev 27:73–92. doi: 10.3109/03602539509029816

                    "); Pumford and Halmes [1997](/article/10.1007/s00204-016-1845-1#ref-CR123 "Pumford NR, Halmes NC (1997) Protein targets of xenobiotic reactive intermediates. Annu Rev Pharmacol Toxicol 37:91–117. doi:
                10.1146/annurev.pharmtox.37.1.91
                
              
                    ")) in animal species and man. However, the meta-isomer of APAP, _N_\-acetyl-meta-aminophenol (AMAP), appears to covalently bind with proteins at levels similar to APAP, but without toxicity in mice or hamster, yet still it forms the analogous reactive metabolite in rat and human precision-cut liver slices. It appears that AMAP covalently binds and inactivates CYP2E1 in mice, which contrasts the macromolecular covalent binding associated with NAPQI and ensuing necrosis located in the centrilobular region of the liver (Salminen et al. [1998](/article/10.1007/s00204-016-1845-1#ref-CR133 "Salminen WF, Roberts SM, Pumford NR, Hinson JA (1998) Immunochemical comparison of 3′-hydroxyacetanilide and acetaminophen binding in mouse liver. Drug Metab Dispos 26:267–271"); Hadi et al. [2013](/article/10.1007/s00204-016-1845-1#ref-CR56 "Hadi M, Dragovic S, van Swelm R et al (2013) AMAP, the alleged non-toxic isomer of acetaminophen, is toxic in rat and human liver. Arch Toxicol 87:155–165. doi:
                10.1007/s00204-012-0924-1
                
              
                    ")). While covalent binding has been attributed to the toxicity of NAPQI, mitochondrial dysfunction as a consequence of APAP toxicity suggests a role of NAQPI-targeted mitochondria through modification of proteins associated with the electron transport chain, namely complex V, in addition to nitrated residues on Complex 1 in response to oxidative stress in mice (Qiu et al. [2001](/article/10.1007/s00204-016-1845-1#ref-CR124 "Qiu Y, Benet LZ, Burlingame AL (2001) Identification of hepatic protein targets of the reactive metabolites of the non-hepatotoxic regioisomer of acetaminophen, 3′-hydroxyacetanilide, in the mouse in vivo using two-dimensional gel electrophoresis and mass spectrometry. Adv Exp Med Biol 500:663–673"); Liu et al. [2009](/article/10.1007/s00204-016-1845-1#ref-CR92 "Liu B, Tewari AK, Zhang L et al (2009) Proteomic analysis of protein tyrosine nitration after ischemia reperfusion injury: mitochondria as the major target. Biochim Biophys Acta 1794:476–485. doi:
                10.1016/j.bbapap.2008.12.008
                
              
                    ")). More recently, APAP was shown to up-regulate the electron transport chain protein expression, possibly in response to oxidative stress and presence of unstable adducts with cysteinyl thiol groups (Stamper et al. [2011](/article/10.1007/s00204-016-1845-1#ref-CR144 "Stamper BD, Mohar I, Kavanagh TJ, Nelson SD (2011) Proteomic analysis of acetaminophen-induced changes in mitochondrial protein expression using spectral counting. Chem Res Toxicol 24:549–558. doi:
                10.1021/tx1004198
                
              
                    ")).

Studies also suggested a role of the innate immune system in APAP toxicity (Jaeschke et al. [2012](/article/10.1007/s00204-016-1845-1#ref-CR65 "Jaeschke H, Williams CD, Ramachandran A, Bajt ML (2012) Acetaminophen hepatotoxicity and repair: the role of sterile inflammation and innate immunity. Liver Int 32:8–20. doi: 10.1111/j.1478-3231.2011.02501.x

                    ")). Pro- and anti-inflammatory cascades are simultaneously activated, and their balance plays a major role in determining the progression and severity of APAP-induced hepatotoxicity. A number of modulators of inflammatory responses have been described that can alter the severity of liver injury following the initiation of toxicity. Up-regulation of TNFα and IL-1α occurs in the acetaminophen-treated mouse. However, the role of TNFα in APAP toxicity is somewhat controversial (Boess et al. [1998](/article/10.1007/s00204-016-1845-1#ref-CR15 "Boess F, Bopst M, Althaus R et al (1998) Acetaminophen hepatotoxicity in tumor necrosis factor/lymphotoxin-alpha gene knockout mice. Hepatology 27:1021–1029. doi:
                10.1002/hep.510270418
                
              
                    "); Simpson et al. [2000](/article/10.1007/s00204-016-1845-1#ref-CR138 "Simpson KJ, Lukacs NW, McGregor AH et al (2000) Inhibition of tumour necrosis factor alpha does not prevent experimental paracetamol-induced hepatic necrosis. J Pathol 190:489–494. doi:
                10.1002/(SICI)1096-9896(200003)190:4<489:AID-PATH534>3.0.CO;2-V
                
              
                    ")). Other pro-inflammatory cytokines: interleukin one beta (IL-1β) and interferon gamma (IFNγ) have also been examined in APAP toxicity (Blazka et al. [1995](/article/10.1007/s00204-016-1845-1#ref-CR13 "Blazka ME, Wilmer JL, Holladay SD et al (1995) Role of proinflammatory cytokines in acetaminophen hepatotoxicity. Toxicol Appl Pharmacol 133:43–52. doi:
                10.1006/taap.1995.1125
                
              
                    "); Ishida et al. [2002](/article/10.1007/s00204-016-1845-1#ref-CR63 "Ishida Y, Kondo T, Ohshima T et al (2002) A pivotal involvement of IFN-γ in the pathogenesis of acetaminophen-induced acute liver injury. FASEB J 16:1227–1236. doi:
                10.1096/fj.02-0046com
                
              
                    "); James et al. [2003b](/article/10.1007/s00204-016-1845-1#ref-CR67 "James LP, McCullough SS, Lamps LW, Hinson JA (2003b) Effect of N-acetylcysteine on acetaminophen toxicity in mice: relationship to reactive nitrogen and cytokine formation. Toxicol Sci 75:458–467. doi:
                10.1093/toxsci/kfg181
                
              
                    "); Gardner et al. [2003](/article/10.1007/s00204-016-1845-1#ref-CR49 "Gardner CR, Laskin JD, Dambach DM et al (2003) Exaggerated hepatotoxicity of acetaminophen in mice lacking tumor necrosis factor receptor-1. Potential role of inflammatory mediators. Toxicol Appl Pharmacol 192:119–130")). It was shown that depletion of interleukin (IL-6) resulted in increased sensitivity to APAP (Masubuchi et al. [2003](/article/10.1007/s00204-016-1845-1#ref-CR101 "Masubuchi Y, Bourdi M, Reilly TP et al (2003) Role of interleukin-6 in hepatic heat shock protein expression and protection against acetaminophen-induced liver disease. Biochem Biophys Res Commun 304:207–212")). Chemokines, e.g. macrophage inhibitor protein 2 (MIP-2), also play a role in acetaminophen-induced toxicity and are up-regulated in APAP toxicity (Lawson et al. [2000](/article/10.1007/s00204-016-1845-1#ref-CR83 "Lawson JA, Farhood A, Hopper RD et al (2000) The hepatic inflammatory response after acetaminophen overdose: role of neutrophils. Toxicol Sci 54:509–516")).

Intracellular signalling mechanisms also play a role in APAP toxicity: the c-Jun _N_-terminal kinases (JNKs), a subfamily of the mitogen-activated protein (MAP) kinases, are activated by phosphorylation early in APAP toxicity (Gunawan et al. [2006](/article/10.1007/s00204-016-1845-1#ref-CR52 "Gunawan BK, Liu Z-X, Han D et al (2006) c-Jun N-terminal kinase plays a major role in murine acetaminophen hepatotoxicity. Gastroenterology 131:165–178. doi: 10.1053/j.gastro.2006.03.045

                    "); Latchoumycandane et al. [2006](/article/10.1007/s00204-016-1845-1#ref-CR82 "Latchoumycandane C, Seah QM, Tan RCH et al (2006) Leflunomide or A77 1726 protect from acetaminophen-induced cell injury through inhibition of JNK-mediated mitochondrial permeability transition in immortalized human hepatocytes. Toxicol Appl Pharmacol 217:125–133. doi:
                10.1016/j.taap.2006.08.001
                
              
                    "); Henderson et al. [2007](/article/10.1007/s00204-016-1845-1#ref-CR60 "Henderson NC, Pollock KJ, Frew J et al (2007) Critical role of c-jun (NH2) terminal kinase in paracetamol-induced acute liver failure. Gut 56:982–990. doi:
                10.1136/gut.2006.104372
                
              
                    ")) and DNA fragmentation is another mechanism that has been implicated in acetaminophen-induced hepatotoxicity (Salas and Corcoran [1997](/article/10.1007/s00204-016-1845-1#ref-CR132 "Salas VM, Corcoran GB (1997) Calcium-dependent DNA damage and adenosine 3′,5′-cyclic monophosphate-independent glycogen phosphorylase activation in an in vitro model of acetaminophen-induced liver injury. Hepatology 25:1432–1438. doi:
                10.1002/hep.510250621
                
              
                    ")). Subsequently, it was reported that endonuclease G was important in the acetaminophen-induced nuclear fragmentation (Bajt et al. [2006](/article/10.1007/s00204-016-1845-1#ref-CR6 "Bajt ML, Cover C, Lemasters JJ, Jaeschke H (2006) Nuclear translocation of endonuclease G and apoptosis-inducing factor during acetaminophen-induced liver cell injury. Toxicol Sci 94:217–225. doi:
                10.1093/toxsci/kfl077
                
              
                    ")).

As described, the hepatotoxicity of APAP appears to occur by a complex mechanistic sequence. Associated with these essential events, there appears to be a number of modulators of inflammatory responses that can alter the severity of liver injury. The threshold and susceptibility to APAP hepatotoxicity is determined by the interplay of injury promoting and inhibiting events downstream of the initial production of toxic metabolite where environmental and genetic control may be of critical importance in determining susceptibility to APAP hepatotoxicity.

Diclofenac (mechanisms 1, 2, 4)

Therapeutic use of diclofenac (DF) is associated with rare but sometimes fatal hepatotoxicity with a characteristic delayed onset of symptoms and poor dose–response relationship. Elevated levels of liver enzymes develop in about 15 % of patients that are regularly taking diclofenac and a threefold rise in transaminase levels has been reported in 5 % (Banks et al. 1995). Clinically relevant hepatotoxicity leading to hospital referral occurs in 6.3 per 100,000 diclofenac users (de Abajo et al. [2004](/article/10.1007/s00204-016-1845-1#ref-CR27 "de Abajo FJ, Montero D, Madurga M, García Rodríguez LA (2004) Acute and clinically relevant drug-induced liver injury: a population based case-control study. Br J Clin Pharmacol 58:71–80. doi: 10.1111/j.1365-2125.2004.02133.x

                    ")).

In contrast to APAP, diclofenac requires initial hydroxylation by CYP2C9 and CYP3A4, or peroxidase-mediated oxidation to form different quinone-imine reactive metabolites from 4′ and 5-hydroxydiclofenac, which in turn can form adducts with macromolecular proteins or form conjugates with GSH (Tang et al. 1999; Madsen et al. 2008b). The parent diclofenac also forms a reactive acyl-glucuronide metabolite with the formation of covalent modification of cellular proteins and the covalent binding to liver proteins in rats, which is linked to the activity of a hepatic canalicular transport protein, Mrp2 (Tang 2003). The acyl-glucuronide and the quinone-imines of diclofenac, derived from metabolic activation of diclofenac, are both implicated in covalent modification of cellular proteins with the disruption of critical cellular functions and/or immunological response in susceptible patients (Shen et al. 1999; Kenny et al. [2004](/article/10.1007/s00204-016-1845-1#ref-CR71 "Kenny JR, Maggs JL, Meng X et al (2004) Syntheses and characterization of the acyl glucuronide and hydroxy metabolites of diclofenac. J Med Chem 47:2816–2825. doi: 10.1021/jm030891w

                    ")). Besides GSH conjugation, it has been shown that quinone-imines of 4′ and 5-hydroxydiclofenac can be detoxified by reduction by polymorphic NQO1 as well (Vredenburg et al. [2014](/article/10.1007/s00204-016-1845-1#ref-CR157 "Vredenburg G, Elias NS, Venkataraman H et al (2014) Human NAD(P)H:quinone Oxidoreductase 1 (NQO1)-mediated inactivation of reactive quinoneimine metabolites of diclofenac and mefenamic acid. Chem Res Toxicol 27:576–586. doi:
                10.1021/tx400431k
                
              
                    ")).

Besides distinct chemically reactive metabolites, other diclofenac-related hazards have been identified and have been studied. These include oxidative stress generation based on peroxidase-catalysed production of radicals, which in turn can oxidize GSH and NAD(P)H, while molecular oxygen may be reduced and activated or the radicals undergo redox cycling (Galati et al. 2002). Also, mitochondria are a major subcellular target for diclofenac. Diclofenac disturbs in vitro liver mitochondrial function at multiple levels, including the phosphorylating system and mitochondrial permeability transition pore, being associated with increased oxidative stress and apoptotic signalling (Masubuchi et al. [2002](/article/10.1007/s00204-016-1845-1#ref-CR100 "Masubuchi Y, Nakayama S, Horie T (2002) Role of mitochondrial permeability transition in diclofenac-induced hepatocyte injury in rats. Hepatology 35:544–551. doi: 10.1053/jhep.2002.31871

                    "); Gómez-Lechón et al. [2003](/article/10.1007/s00204-016-1845-1#ref-CR50 "Gómez-Lechón MJ, Ponsoda X, O’Connor E et al (2003) Diclofenac induces apoptosis in hepatocytes by alteration of mitochondrial function and generation of ROS. Biochem Pharmacol 66:2155–2167")). In high concentrations, diclofenac causes rapid and concentration-dependent ATP depletion. Diclofenac decreases the mitochondrial transmembrane potential by direct effects on the mitochondrial inner membrane, uncoupling of respiration by proton shuttling or opening of the mitochondrial membrane permeability transition pore. In HepG2 cells, TNFα enhances hepatocyte injury caused by diclofenac (Fredriksson et al. [2011](/article/10.1007/s00204-016-1845-1#ref-CR43 "Fredriksson L, Herpers B, Benedetti G et al (2011) Diclofenac inhibits tumor necrosis factor-α-induced nuclear factor-κB activation causing synergistic hepatocyte apoptosis. Hepatology 53:2027–2041. doi:
                10.1002/hep.24314
                
              
                    ")). Diclofenac-mediated stress signalling suppressed TNFα-induced survival signalling routes and sensitizes cells to apoptosis. However, a striking but somewhat sobering conclusion is that we still do not understand the real reasons for the individual susceptibility in patients.

Lysosomal impairment (steatosis and phospholipidosis; mechanism 3)

Microvesicular steatosis or microsteatosis is a form of liver toxicity which is associated with liver failure, pronounced hypoglycaemia and encephalopathy in patients (Farrell [2002](/article/10.1007/s00204-016-1845-1#ref-CR37 "Farrell GC (2002) Drugs and steatohepatitis. Semin Liver Dis 22:185–194. doi: 10.1055/s-2002-30106

                    "); Stravitz and Sanyal [2003](/article/10.1007/s00204-016-1845-1#ref-CR147 "Stravitz RT, Sanyal AJ (2003) Drug-induced steatohepatitis. Clin Liver Dis 7:435–451")). Liver pathology reveals the presence of numerous cytoplasmic lipid droplets, visible by staining with oil red O. Liver triglycerides can accumulate as vacuolar lipid bodies within the hepatocyte by a number of drugs (Farrell [2002](/article/10.1007/s00204-016-1845-1#ref-CR37 "Farrell GC (2002) Drugs and steatohepatitis. Semin Liver Dis 22:185–194. doi:
                10.1055/s-2002-30106
                
              
                    "); Labbe et al. [2008](/article/10.1007/s00204-016-1845-1#ref-CR79 "Labbe G, Pessayre D, Fromenty B (2008) Drug-induced liver injury through mitochondrial dysfunction: mechanisms and detection during preclinical safety studies. Fundam Clin Pharmacol 22:335–353. doi:
                10.1111/j.1472-8206.2008.00608.x
                
              
                    ")) and frequently referred to as non-alcoholic fatty liver (NASH), which is most frequently observed in obese, diabetic patients and related disorders. Progression from fibrosis to cirrhosis can occur rapidly. Drugs responsible for this hepatic lesion can also induce a mixed form of fat accumulation with macrovacuolar steatosis and microvesicular steatosis occurring in anatomically adjacent hepatocytes, the formation of which may depend on proteins such as perilipin and adipophilin associated with lipids and possible presence of free fatty acids (Fromenty and Pessayre [1995](/article/10.1007/s00204-016-1845-1#ref-CR44 "Fromenty B, Pessayre D (1995) Inhibition of mitochondrial beta-oxidation as a mechanism of hepatotoxicity. Pharmacol Ther 67:101–154")). The mechanisms associated with macrovacuolar and microvesicular steatosis remain to be confirmed, but steatosis arises from either an increased availability of free fatty acids to the liver and stimulation of _de novo_ hepatic lipogenesis (Begriche et al. [2006](/article/10.1007/s00204-016-1845-1#ref-CR9 "Begriche K, Igoudjil A, Pessayre D, Fromenty B (2006) Mitochondrial dysfunction in NASH: causes, consequences and possible means to prevent it. Mitochondrion 6:1–28. doi:
                10.1016/j.mito.2005.10.004
                
              
                    "); Moreau et al. [2009](/article/10.1007/s00204-016-1845-1#ref-CR108 "Moreau A, Téruel C, Beylot M et al (2009) A novel pregnane X receptor and S14-mediated lipogenic pathway in human hepatocyte. Hepatology 49:2068–2079. doi:
                10.1002/hep.22907
                
              
                    ")). Drugs known to cause steatosis can be broadly divided into those with steatosis and steatohepatitis with well-characterized mechanisms of hepatotoxicity, for example, amiodarone, fialuridine and perhexiline. Other drugs form less well-defined mechanisms include latent forms of NASH, such as tamoxifen, and episodic cases of steatosis and steatohepatosis, such as carbamazepine.

Cationic amphiphilic compounds comprise a lipophilic moiety and amine group, the latter of which becomes protonated as the drug crosses from the cytosol into the acidic milieu of lysosomes or crosses the outer membrane of the mitochondrion into the acidic inter-membrane space where the uncharged drug is subsequently protonated and unable to pass back across the membrane as the positively charge species. As a consequence of the charge distribution, drug accumulates in lysosomes as the positively charged drug forming noncovalent complexes with phospholipids (Fig. 3.3). As the drug-phospholipid complexes are not degraded, these complexes progressively accumulate in the form of myelin structures of enlarged lysosomal bodies. The clinical pathology of cationic amphiphilic accumulation of drugs, as phospholipids, leads to the common occurrence of phospholipidosis in patients, yet the clinical consequences of which appears with limited clinical symptoms. By contrast, cationic amphiphilic drugs crossing the outer mitochondrial membrane are protonated and through the electrochemical gradient pass to the inner mitochondrial matrix where these drugs accumulate targeting processes of mitochondrial function linked with e-transport chain and fatty acid metabolism.

Amiodarone (mechanisms 1, 3)

Amiodarone is a cationic amphiphilic lipophilic compound (Atiq et al. 2009) with the propensity to accumulate in the lipid-rich environment of organelles affecting both mitochondrial and lysosomal function and thus causes liver damage by a number of mechanisms: microvesicular steatosis, concomitant macrovacuolar steatosis and steatohepatitis, and phospholipidosis. Elevated blood levels of liver enzymes have been recorded in 14–82 % of patients (Lewis et al. [1989](/article/10.1007/s00204-016-1845-1#ref-CR88 "Lewis JH, Ranard RC, Caruso A et al (1989) Amiodarone hepatotoxicity: prevalence and clinicopathologic correlations among 104 patients. Hepatology 9:679–685. doi: 10.1002/hep.1840090504

                    ")).

As a consequence of the charge distribution from cytosol to the acidic milieu, amiodarone accumulates and inhibits phospholipase activity through one of two mechanisms: firstly, by formation of noncovalent complexes with phospholipids in lysosomes and as the drug-phospholipid complexes are not degraded, these complexes progressively accumulate as described above (Pirovino et al. 1988), leading to phospholipidosis; secondly, amiodarone and its metabolites (e.g. _N_-desmethylamiodarone) accumulate in lysosomes of parenchymal, bile duct epithelium and kupffer cells with inhibition of the metabolism of lysosomal lipids by phospholipases A1 and A2 leading to phospholipidosis (Heath et al. 1985).

Phospholipidosis can occur within 2 months of starting amiodarone therapy (Capron-Chivrac et al. 1985; Rigas et al. 1986) and occurs in a higher percentage of patients receiving amiodarone than the incidence of hepatocellular damage (Atiq et al. 2009), suggesting amiodarone-induced phospholipidosis may only have a contributory role towards the more serious consequences of amiodarone-induced hepatotoxicity and cirrhosis. Therefore, diagnosis of phospholipidosis in patients serves as a biomarker for the accumulation of amiodarone (Atiq et al. 2009) rather than as a biomarker for the more serious forms of amiodarone hepatotoxicity.

With formation of enlarged lysosomal bodies, the release of proteolytic enzymes from aberrant lysosomes is a mechanism likely attributed to amiodarone-induced liver damage (Guigui et al. 1988; Yagupsky et al. 1985; Lewis et al. [1990](/article/10.1007/s00204-016-1845-1#ref-CR89 "Lewis JH, Mullick F, Ishak KG et al (1990) Histopathologic analysis of suspected amiodarone hepatotoxicity. Hum Pathol 21:59–67. doi: 10.1016/0046-8177(90)90076-H

                    ")). With the seepage of proteolytic enzymes over prolonged periods, the proteolytic enzymes may in turn contribute to the elevation of aminotransferases leading to hepatic necrosis, fibrosis, and cirrhosis of the liver.

Amiodarone-induced inhibition of cellular respiration is another possible pathogenic mechanism for amiodarone-induced liver damage. Impairment of mitochondrial β-oxidation and uncoupling of oxidative phosphorylation leads to the formation of reactive oxygen species, which in turn has a role in the development of amiodarone-induced cirrhosis (Fromenty et al. 1990a, b).

In addition to the usual pathologic findings of cirrhosis, leucocytic infiltrate and high Mallory’s hyaline (Mallory’s bodies) are suggestive of amiodarone-induced cirrhosis together with the presence of phospholipid-rich lamellar lysosomal inclusion bodies (Lewis et al. [1990](/article/10.1007/s00204-016-1845-1#ref-CR89 "Lewis JH, Mullick F, Ishak KG et al (1990) Histopathologic analysis of suspected amiodarone hepatotoxicity. Hum Pathol 21:59–67. doi: 10.1016/0046-8177(90)90076-H

                    ")).

Although amiodarone hepatotoxicity is serious and potentially fatal, such effects are rare. Asymptomatic liver enzyme elevation occurs in 25 % of the population treated with amiodarone (Lewis et al. [1989](/article/10.1007/s00204-016-1845-1#ref-CR88 "Lewis JH, Ranard RC, Caruso A et al (1989) Amiodarone hepatotoxicity: prevalence and clinicopathologic correlations among 104 patients. Hepatology 9:679–685. doi: 10.1002/hep.1840090504

                    ")) and is usually reversible upon discontinuation of therapy (Pollak [2010](/article/10.1007/s00204-016-1845-1#ref-CR121 "Pollak PT (2010) How toxic is amiodarone to the liver? J Gastrointest Liver Dis 19:11–13")). Symptomatic hepatic dysfunction occurs in less than 1 % of the population treated with amiodarone. Besides chronic liver injury which includes steatosis (macro and microvesicular steatosis) and cirrhosis due to prolonged amiodarone use, acute hepatic side effects (idiosyncratic reaction may be involved in pathogenesis) from amiodarone intravenous loading dose have been reported (Rätz Bravo et al. [2005](/article/10.1007/s00204-016-1845-1#ref-CR127 "Rätz Bravo AE, Drewe J, Schlienger RG et al (2005) Hepatotoxicity during rapid intravenous loading with amiodarone: description of three cases and review of the literature. Crit Care Med 33:128–134 (discussion 245–6)
                    ")).

Perhexiline (mechanisms 3, 4)

Perhexiline is an anti-anginal drug, which despite its efficacy diminished in its use due to a small number of cases of severe hepatotoxicity and neurotoxicity. Perhexiline is mainly metabolized by the polymorphic CYP2D6 in the liver, and these side effects were related to high plasma concentrations with standard doses in poorly metabolizing patients (Wright et al. 1973; Shah et al. 1982).

At high concentrations, protonated perhexiline rapidly accumulates in mitochondria along the mitochondrial membrane potential as an amphiphilic (or amphipathic) molecule. A multitude of effects on mitochondria have been reported, including the uncoupling of mitochondrial oxidative phosphorylation, inhibition of complexes I and II, and decreased ATP formation. The most evident effect was fatty acid metabolism inhibition (Ashrafian et al. [2007](/article/10.1007/s00204-016-1845-1#ref-CR3 "Ashrafian H, Horowitz JD, Frenneaux MP (2007) Perhexiline. Cardiovasc Drug Rev 25:76–97. doi: 10.1111/j.1527-3466.2007.00006.x

                    ")). Most importantly, characteristic lamellar lysosomal inclusion bodies representing phospholipidosis as well as triglyceride and fatty acid accumulation were identified.

Cholestasis, inhibition of biliary efflux and BSEP (mechanism 4)

Cholestatic and mixed cholestatic and hepatocellular injury are forms of severe DILI in man. Recent evidence of drugs secreted into the bile suggests these drugs are primary candidates inducing cholestatic liver disease in patients, but do not induce hepatotoxicity in rats. The flow of bile is highly regulated through several basolateral and canalicular transport proteins such as Na+-dependent taurocholate transport protein, BSEP and a series of multi-drug resistance associated proteins. Among these transport proteins, BSEP is believed to play a pivotal role for DILI and inhibition of this transport protein leading to cholestatic injury. Bile acid accumulation in hepatocytes as a consequence of BSEP inhibition is proposed as a mechanism for the hepatotoxicity of several drugs including cyclosporine, troglitazone and bosentan (Fig. 3.4). Of those drugs causing cholestasis in patients, several do not cause a similar pattern of cholestatic injury in the rat, but nevertheless inhibit Bsep with reported elevations in the levels of serum bile acids. Explanations for the lack of toxicity in the rat stem from either the inhibition of uptake transport proteins and/or differences in the inhibitory potential of human BSEP and rat Bsep. Alternative explanations for the lack of hepatotoxicity in the rat are provided by the complement of bile acids comprising the bile acid pool in the liver—rat bile acid composition being more hydrophilic and therefore less toxic than the composition of human bile acids. Nevertheless, the overall interplay and mechanisms of drug-induced cholestasis remain poorly defined. Among several studies on the role of BSEP hepatocellular injury, two substantive studies link hepatotoxicity to BSEP inhibition. Of those drugs evaluated, 75 % of drugs exhibit IC50 greater than 133 µM and therefore were viewed negative. By contrast, 16 % showed greater inhibition of BSEP with IC50 ≤25 µM (Morgan et al. [2010](/article/10.1007/s00204-016-1845-1#ref-CR109 "Morgan RE, Trauner M, van Staden CJ et al (2010) Interference with bile salt export pump function is a susceptibility factor for human liver injury in drug development. Toxicol Sci 118:485–500. doi: 10.1093/toxsci/kfq269

                    ")) and in a further study, 17 of 85 drugs with an IC50 <100 µM and _C_ max,u \>2 nM are known to cause DILI in man (Dawson et al. [2012](/article/10.1007/s00204-016-1845-1#ref-CR26 "Dawson S, Stahl S, Paul N et al (2012) In vitro inhibition of the bile salt export pump correlates with risk of cholestatic drug-induced liver injury in humans. Drug Metab Dispos 40:130–138. doi:
                10.1124/dmd.111.040758
                
              
                    ")). Both these studies, and others, conclude that BSEP inhibition plays a role in cholestatic injury in patients.

Bosentan (mechanism 4)

The proposed mechanism of bosentan-induced cholestasis is presently thought to be mediated, at least in part, by inhibition of BSEP activity and is among one of the more extensively investigated drugs to inhibit BSEP. The mechanism of bosentan-induced liver injury in patients is believed, at least in part, to be mediated inhibition of the canalicular bile transport protein BSEP with accumulation of bile acids as the prevailing mechanism in the aetiology of bosentan-induced liver injury in patients (Fattinger [2001](/article/10.1007/s00204-016-1845-1#ref-CR38 "Fattinger K (2001) The endothelin antagonist bosentan inhibits the canalicular bile salt export pump: a potential mechanism for hepatic adverse reactions. Clin Pharmacol Ther 69:223–231. doi: 10.1067/mcp.2001.114667

                    ")). Consistent with this, proposed mechanism is the observed inhibition of BSEP in vitro models and the incidence of dose-related liver injury in patients, which is reversible with reduction of daily dose (Noé et al. [2002](/article/10.1007/s00204-016-1845-1#ref-CR115 "Noé J, Stieger B, Meier PJ (2002) Functional expression of the canalicular bile salt export pump of human liver. Gastroenterology 123:1659–1666"); Mano et al. [2007](/article/10.1007/s00204-016-1845-1#ref-CR98 "Mano Y, Usui T, Kamimura H (2007) Effects of bosentan, an endothelin receptor antagonist, on bile salt export pump and multidrug resistance-associated protein 2. Biopharm Drug Dispos 28:13–18. doi:
                10.1002/bdd.527
                
              
                    ")). The inhibition of BSEP is further supported by clinical observations demonstrating the increase in serum bile acids and the toxicity of bosentan is more commonly observed in patients co-treated with glyburide, a known inhibitor of BSEP (Stieger et al. [2000](/article/10.1007/s00204-016-1845-1#ref-CR146 "Stieger B, Fattinger K, Madon J et al (2000) Drug- and estrogen-induced cholestasis through inhibition of the hepatocellular bile salt export pump (Bsep) of rat liver. Gastroenterology 118:422–430. doi:
                10.1016/S0016-5085(00)70224-1
                
              
                    ")). Bosentan is mainly eliminated by hepatic metabolism and subsequent biliary excretions of three metabolites formed by CYP 2C9 and 3A4 (Pichler et al. [1988](/article/10.1007/s00204-016-1845-1#ref-CR118 "Pichler WJ, Schindler L, Stäubli M et al (1988) Anti-amiodarone antibodies: detection and relationship to the development of side effects. Am J Med 85:197–202")) with no evidence of reactive metabolite formation.

The intravenous administration of bosentan to rats increases the level of serum bile acids suggesting the rat as a possible model for the study of BSEP inhibition and hepatotoxicity in man (Fattinger [2001](/article/10.1007/s00204-016-1845-1#ref-CR38 "Fattinger K (2001) The endothelin antagonist bosentan inhibits the canalicular bile salt export pump: a potential mechanism for hepatic adverse reactions. Clin Pharmacol Ther 69:223–231. doi: 10.1067/mcp.2001.114667

                    ")). However, treatment of rats with bosentan does not cause liver injury where a basolateral compensatory role of Ntcp, expressed more than human NTCP, contributes to the sinusoidal transport of bile acid elimination and a reduction in intracellular accumulation of bile acids in the liver of rats (Hagenbuch and Meier [1994](/article/10.1007/s00204-016-1845-1#ref-CR57 "Hagenbuch B, Meier PJ (1994) Molecular cloning, chromosomal localization, and functional characterization of a human liver Na+/bile acid cotransporter. J Clin Invest 93:1326–1331. doi:
                10.1172/JCI117091
                
              
                    ")). In the rat, bosentan is a more potent inhibitor of Ntcp than the human NTCP in suspensions of hepatocytes and in vesicles expressing Ntcp and NTCP proteins with mechanisms of non-competitive and competitive inhibition, respectively (Leslie et al. [2007](/article/10.1007/s00204-016-1845-1#ref-CR87 "Leslie EM, Watkins PB, Kim RB, Brouwer KLR (2007) Differential inhibition of rat and human Na+-dependent taurocholate cotransporting polypeptide (NTCP/SLC10A1) by bosentan: a mechanism for species differences in hepatotoxicity. J Pharmacol Exp Ther 321:1170–1178. doi:
                10.1124/jpet.106.119073
                
              
                    ")).

Mild forms of bosentan-associated liver toxicity occurs in approximately 10 % in patients within 6 months, but less frequently serious liver toxicities are reported and are often associated with co-morbidities (Eriksson et al. 2011). The idiosyncratic nature of bosentan; delay of onset, role of comorbidities and variable extent of the mild to severe forms of liver toxicities and perceived mechanism of bosentan-induced liver toxicity was selected as the a priori training compound for inclusion for the study of BSEP and drug transport studies.

Nefazodone, troglitazone, diclofenac, tolcapone and perhexiline are among a number of other drugs selected as training compounds with implications for the inhibition of bile transport proteins.

Tolcapone (mechanisms 2, 4)

Tolcapone is a selective and reversible inhibitor of the enzyme catechol-_O_-methyl transferase (COMT) and is used as an effective adjunct to levodopa/carbidopa in the treatment of Parkinson’s disease. However, tolcapone is under strict regulations on liver enzyme monitoring due to the hepatic failures that appeared, three of them with fatal outcome. In 1998, tolcapone was actually withdrawn from the European Union (EU) and Canadian markets due to liver problems, but it is again reintroduced to EU. Liver function elevations above the upper limit of normal (ULN) occurred in 20.2 and 27.5 % of patients in the placebo and active treatment groups, respectively; increases ≥3 times the ULN occurred in 1.2 and 1.7 % of patients (Lees et al. [2007](/article/10.1007/s00204-016-1845-1#ref-CR86 "Lees AJ, Ratziu V, Tolosa E, Oertel WH (2007) Safety and tolerability of adjunctive tolcapone treatment in patients with early Parkinson’s disease. J Neurol Neurosurg Psychiatry 78:944–948. doi: 10.1136/jnnp.2006.097154

                    ")).

The mechanism of hepatotoxicity introduced by tolcapone is still not well understood, but it seems that tolcapone is able to cause mitochondrial uncoupling of OXPOS and to disrupt the energy-producing cycle (Haasio et al. 2002a, [b](/article/10.1007/s00204-016-1845-1#ref-CR55 "Haasio K, Nissinen E, Sopanen L, Heinonen EH (2002b) Different toxicological profile of two COMT inhibitors in vivo: the role of uncoupling effects. J Neural Transm 109:1391–1401. doi: 10.1007/s00702-002-0748-x

                    ")). This leads to a decreased ATP production and increased oxygen consumption as a compensatory function of the cell, and ultimately cell death may take place. Uncoupling of OXPOS is reflected as a rise in body temperature since the energy is released as heat and liver damage is induced due to mitochondrial toxicity (Terada [1990](/article/10.1007/s00204-016-1845-1#ref-CR150 "Terada H (1990) Uncouplers of oxidative phosphorylation. Environ Health Perspect 87:213–218")).

Tolcapone has been reported to be toxic to human neuroblastoma cells and caused a profound reduction in ATP synthesis mirroring the effects of a classical uncoupler (Korlipara et al. [2004](/article/10.1007/s00204-016-1845-1#ref-CR75 "Korlipara LVP, Cooper JM, Schapira AHV (2004) Differences in toxicity of the catechol-O-methyl transferase inhibitors, tolcapone and entacapone to cultured human neuroblastoma cells. Neuropharmacology 46:562–569. doi: 10.1016/j.neuropharm.2003.10.015

                    ")). However, the same study showed that tolcapone markedly inhibits ATP synthesis in cultured cells devoid of mtDNA and therefore, a functional respiratory chain. Tolcapone-induced hepatotoxicity could also be related to elevated catecholamine levels in patients which receive other drugs with adrenergic receptor-mediated toxicity (Rojo et al. [2001](/article/10.1007/s00204-016-1845-1#ref-CR129 "Rojo A, Fontán A, Mena MA et al (2001) Tolcapone increases plasma catecholamine levels in patients with Parkinson’s disease. Parkinsonism Relat Disord 7:93–96")). The mechanism of tolcapone toxicity may thus also involve mechanisms independent of its effects on OXPHOS.

It has also been speculated that the different metabolism of second-generation COMT inhibitors might be responsible for the toxicity observed. Metabolism of tolcapone into amine or acetylamine metabolites in humans can be followed by oxidation to reactive oxygen species and induce hepatocellular injury. The same oxidative metabolites are not found in humans treated with entacapone (Smith et al. [2003](/article/10.1007/s00204-016-1845-1#ref-CR142 "Smith KS, Smith PL, Heady TN et al (2003) In vitro metabolism of tolcapone to reactive intermediates: relevance to tolcapone liver toxicity. Chem Res Toxicol 16:123–128. doi: 10.1021/tx025569n

                    ")). Also, mutations in the uridine diphosphate-glucuronosyltransferase 1A9 gene which encodes for the enzyme which metabolizes tolcapone and thereby might promote enhanced COMT activity showed increased occurrence of hepatic dysfunction (Martignoni et al. [2005](/article/10.1007/s00204-016-1845-1#ref-CR99 "Martignoni E, Cosentino M, Ferrari M et al (2005) Two patients with COMT inhibitor-induced hepatic dysfunction and UGT1A9 genetic polymorphism. Neurology 65:1820–1822. doi:
                10.1212/01.wnl.0000187066.81162.70
                
              
                    ")). Besides the effect on OXYPHOS, tolcapone is reportedly an inhibitor of BSEP transporter with comparatively higher value of IC50 than several more potent inhibitors of BSEP activity in vesicle systems (Morgan et al. [2010](/article/10.1007/s00204-016-1845-1#ref-CR109 "Morgan RE, Trauner M, van Staden CJ et al (2010) Interference with bile salt export pump function is a susceptibility factor for human liver injury in drug development. Toxicol Sci 118:485–500. doi:
                10.1093/toxsci/kfq269
                
              
                    ")).

Nefazodone (mechanisms 2, 4)

Nefazodone is a triazolopyridine antidepressant withdrawn from the market due to the significant number of reports of nefazodone-mediated hepatic injury (Stewart 2002; Choi 2003). Described clinical symptoms were jaundice and increases in ALT (10×), AST (10×), total bilirubin (mostly conjugated), and prothrombin time. Histological liver evaluations demonstrated centrilobular necrosis, bile-duct proliferation with cholestasis (Lucena et al. [1999](/article/10.1007/s00204-016-1845-1#ref-CR93 "Lucena MI, Andrade RJ, Gomez-Outes A et al (1999) Case report: acute liver failure after treatment with nefazodone. Dig Dis Sci 44:2577–2579. doi: 10.1023/A:1026620029470

                    ")). The incidence was reported 1 in 250,000–300,000 patients-years of exposure and the onset of injury varied from 6 weeks to 8 months. Although the exact mechanism of hepatotoxicity remains unknown, several possible mechanisms have been described in the literature.

It has been shown that clinical hepatotoxicity of nefazodone is linked to the ability of drug to inhibit bile acid transport (Kostrubsky et al. [2006](/article/10.1007/s00204-016-1845-1#ref-CR77 "Kostrubsky SE, Strom SC, Kalgutkar AS et al (2006) Inhibition of hepatobiliary transport as a predictive method for clinical hepatotoxicity of nefazodone. Toxicol Sci 90:451–459. doi: 10.1093/toxsci/kfj095

                    ")). Nefazodone induces a strong inhibition of BSEP and taurocholate efflux in human hepatocytes, and 1 h after oral drug administration transitory increase in rat serum bile acids was observed (Kostrubsky et al. [2006](/article/10.1007/s00204-016-1845-1#ref-CR77 "Kostrubsky SE, Strom SC, Kalgutkar AS et al (2006) Inhibition of hepatobiliary transport as a predictive method for clinical hepatotoxicity of nefazodone. Toxicol Sci 90:451–459. doi:
                10.1093/toxsci/kfj095
                
              
                    ")).

Mitochondrial impairment is likely to contribute to nefazodone hepatotoxicity (Dykens et al. [2008](/article/10.1007/s00204-016-1845-1#ref-CR34 "Dykens JA, Jamieson JD, Marroquin LD et al (2008) In vitro assessment of mitochondrial dysfunction and cytotoxicity of nefazodone, trazodone, and buspirone. Toxicol Sci 103:335–345. doi: 10.1093/toxsci/kfn056

                    ")). In isolated rat liver mitochondria and in intact HepG2 cells, nefazodone inhibits mitochondrial respiration. Using immunocaptured oxidative phosphorylation complexes, complex I, and to a lesser amount complex IV were identified as the targets of toxicity associated with accelerated glycolysis. Bioactivation of nefazodone and formation of reactive intermediates have also been described. Nefazodone incubations with microsomes or recombinant CYP3A4 in the presence of sulphydryl nucleophiles showed formation of thiol conjugates of mono-hydroxylated nefazodone metabolite (Kalgutkar et al. [2005](/article/10.1007/s00204-016-1845-1#ref-CR68 "Kalgutkar AS, Vaz ADN, Lame ME et al (2005) Bioactivation of the nontricyclic antidepressant nefazodone to a reactive quinone-imine species in human liver microsomes and recombinant cytochrome P450 3A4. Drug Metab Dispos 33:243–253. doi:
                10.1124/dmd.104.001735
                
              
                    ")).

Troglitazone (mechanisms 1, 2, 3, 4)

Troglitazone was the first thiazolidinedione anti-diabetic drug that was removed from the market due to reported cases of increase in ALT and 1 in 40, 000 patients with reported liver failure (Faich and Moseley [2001](/article/10.1007/s00204-016-1845-1#ref-CR36 "Faich GA, Moseley RH (2001) Troglitazone (Rezulin) and hepatic injury. Pharmacoepidemiol Drug Saf 10:537–547. doi: 10.1002/pds.652

                    ")). In clinical trials, 1.9 % of the subjects had elevations of ≥3× ULN of ALT concentrations and reported cases of overt liver injury and jaundice (Watkins [2005](/article/10.1007/s00204-016-1845-1#ref-CR160 "Watkins PB (2005) Idiosyncratic liver injury: challenges and approaches. Toxicol Pathol 33:1–5. doi:
                10.1080/01926230590888306
                
              
                    ")).

Formation of reactive intermediates, including quinones and quinone methides, is hypothesized to be responsible for troglitazone hepatotoxicity through either GSH depletion/covalent binding mechanism or via oxidative stress caused by redox cycling of the quinone. However, there was no correlation of the generation of the reactive metabolites with susceptibility to troglitazone cytotoxicity, and chemical inhibitors of drug metabolizing enzymes in in vitro could not protect the cells against the toxicity (Kostrubsky et al. 2000; Tettey et al. 2001). Therefore, metabolic activation of troglitazone is not apparently the primary mechanism of hepatotoxicity. Several other mechanisms have been described.

Troglitazone induces cytotoxicity in hepatocytes from numerous species including humans. A major non-metabolic toxicity factor is via effects on mitochondria resulting in depletion of ATP and release of cytochrome c, which induces cell death via apoptosis (Tirmenstein et al. 2002; Hu et al. [2015](/article/10.1007/s00204-016-1845-1#ref-CR62 "Hu D, Wu C, Li Z et al (2015) Characterizing the mechanism of thiazolidinedione-induced hepatotoxicity: an in vitro model in mitochondria. Toxicol Appl Pharmacol 284:134–141. doi: 10.1016/j.taap.2015.02.018

                    ")). Lipid peroxidation and PPARγ-dependent steatosis are also mediated by troglitazone. Troglitazone induced PPARγ levels selectively in the liver under pathophysiological conditions, and severe steatosis may result in the accumulation of the drug in lipid-rich hepatocytes, with subsequent lipid peroxidation, and predispose the liver to the development of fibrosis (Bedoucha et al. [2001](/article/10.1007/s00204-016-1845-1#ref-CR8 "Bedoucha M, Atzpodien E, Boelsterli UA (2001) Diabetic KKAy mice exhibit increased hepatic PPARγ1 gene expression and develop hepatic steatosis upon chronic treatment with antidiabetic thiazolidinediones. J Hepatol 35:17–23"); Boelsterli and Bedoucha [2002](/article/10.1007/s00204-016-1845-1#ref-CR14 "Boelsterli UA, Bedoucha M (2002) Toxicological consequences of altered peroxisome proliferator-activated receptor γ (PPARγ) expression in the liver: insights from models of obesity and type 2 diabetes. Biochem Pharmacol 63:1–10")). Susceptibility to liver injury in individuals has been attributed to explain the distinct sensitivity of patients to troglitazone. It has been shown that diabetics, obese individuals, and other persons with impaired liver function, were more likely predisposed to troglitazone toxicity due to decreased ability to eliminate the drug, compromised mitochondrial function in the liver cells, bile salt retention and steatosis, and/or underlying inflammatory status of the liver in diabetic subjects.

Other mechanisms linked to mechanisms of hepatotoxicity are the inhibition of the BSEP transporter by troglitazone and its metabolite, troglitazone sulphate, with the accumulation of toxic bile salts in the liver cells, cholestasis and apoptosis through the Fas death receptor signalling pathway (Funk et al. 2001; Yang et al. [2014](/article/10.1007/s00204-016-1845-1#ref-CR165 "Yang K, Woodhead JL, Watkins PB et al (2014) Systems pharmacology modeling predicts delayed presentation and species differences in bile acid-mediated troglitazone hepatotoxicity. Clin Pharmacol Ther 96:589–598. doi: 10.1038/clpt.2014.158

                    ")). Inhibition of BA transport by troglitazone and its major metabolite, troglitazone sulphate, has recently been shown through use of Quantitative Systems Pharmacology (QSP) to predict delayed hepatotoxicity in humans due to hepatocellular accumulation of toxic bile acids and drug exposure, and species differences attributable to the pathophysiology of bile acids (Yang et al. [2014](/article/10.1007/s00204-016-1845-1#ref-CR165 "Yang K, Woodhead JL, Watkins PB et al (2014) Systems pharmacology modeling predicts delayed presentation and species differences in bile acid-mediated troglitazone hepatotoxicity. Clin Pharmacol Ther 96:589–598. doi:
                10.1038/clpt.2014.158
                
              
                    ")).

Adaptive immunity (mechanism 5)

It is clear from the literature that immune responses and associated autoimmunity play an important role in both predictive (acute) and idiosyncratic DILI (Fig. 3.5). There is an increased weight of evidence for the role of immune cells (lymphocytes, macrophages, and neutrophils) in hepatic pathology.

Although hepatic inflammation is a common finding in drug-induced liver toxicity, the classic immune-allergic or hypersensitivity reactions are generally found in only a minority of DILI patients. The inflammatory phenotype has been attributed to the innate immune response generated by Kupffer cells, monocytes, neutrophils, and lymphocytes. The adaptive immune system is also influenced by the innate immune response leading to liver damage. Drugs that cause idiosyncratic DILI associated with fever, rash, a relatively short period of therapy before the onset of DILI and a rapid onset on re-challenge fit into the immune idiosyncrasy category.

Ximelagatran (mechanism 5)

Ximelagatran was the first oral direct thrombin inhibitor that reached the market for short-term use in the prevention of venous thromboembolism and was assessed for the prevention and treatment of a range of thromboembolic disorders for chronic use. Pre-clinical and toxicological studies provided no indication of ximelagatran affecting hepatic functions. Also, in short-term prophylaxis, there was no increase in the incidence of liver enzyme elevations with ximelagatran. However, clinical trials with long-term (>35 days) treatment with ximelagatran showed increased rates of liver enzyme elevations (Wallentin et al. [2003](/article/10.1007/s00204-016-1845-1#ref-CR159 "Wallentin L, Wilcox RG, Weaver WD et al (2003) Oral ximelagatran for secondary prophylaxis after myocardial infarction: the ESTEEM randomised controlled trial. Lancet 362:789–797. doi: 10.1016/S0140-6736(03)14287-0

                    "); Schulman et al. [2003](/article/10.1007/s00204-016-1845-1#ref-CR135 "Schulman S, Wåhlander K, Lundström T et al (2003) Secondary prevention of venous thromboembolism with the oral direct thrombin inhibitor ximelagatran. N Engl J Med 349:1713–1721. doi:
                10.1056/NEJMoa030104
                
              
                    "); Olsson [2003](/article/10.1007/s00204-016-1845-1#ref-CR116 "Olsson SB (2003) Stroke prevention with the oral direct thrombin inhibitor ximelagatran compared with warfarin in patients with non-valvular atrial fibrillation (SPORTIF III): randomised controlled trial. Lancet 362:1691–1698"); Lee et al. [2005](/article/10.1007/s00204-016-1845-1#ref-CR84 "Lee WM, Larrey D, Olsson R et al (2005) Hepatic findings in long-term clinical trials of ximelagatran. Drug Saf 28:351–370"); Albers et al. [2005](/article/10.1007/s00204-016-1845-1#ref-CR2 "Albers GW, Diener H-C, Frison L et al (2005) Ximelagatran vs warfarin for stroke prevention in patients with nonvalvular atrial fibrillation: a randomized trial. JAMA 293:690–698. doi:
                10.1001/jama.293.6.690
                
              
                    "); Fiessinger et al. [2005](/article/10.1007/s00204-016-1845-1#ref-CR39 "Fiessinger J-N, Huisman MV, Davidson BL et al (2005) Ximelagatran vs low-molecular-weight heparin and warfarin for the treatment of deep vein thrombosis: a randomized trial. JAMA 293:681–689. doi:
                10.1001/jama.293.6.681
                
              
                    ")). The clinical pattern of events suggests hepatocellular damage. The combination of ALT >3 ULN and total bilirubin >2 ULN was 0.5 % among patients treated with ximelagatran (Keisu and Andersson [2010](/article/10.1007/s00204-016-1845-1#ref-CR69 "Keisu M, Andersson TB (2010) Drug-induced liver injury in humans: the case of ximelagatran. Handb Exp Pharmacol. doi:
                10.1007/978-3-642-00663-0_13
                
              
                    ")). Return of ALT to normal was documented in the majority of patients whether treatment was maintained or discontinued, suggesting an adaptive mechanism. Extensive in vitro studies at the molecular, subcellular and cellular level have not been able to define mechanisms explaining the pattern of hepatic injury observed in these long-term clinical trials (Kenne et al. [2008](/article/10.1007/s00204-016-1845-1#ref-CR70 "Kenne K, Skanberg I, Glinghammar B et al (2008) Prediction of drug-induced liver injury in humans by using in vitro methods: the case of ximelagatran. Toxicol In Vitro 22:730–746. doi:
                10.1016/j.tiv.2007.11.014
                
              
                    ")).

Previously reported mechanisms of drug-induced hepatotoxicity are unlikely to explain the observed ALT elevations in ximelagatran exposed individuals: ximelagatran metabolism does not involve the CYP450 system and does not form reactive metabolites, no effects have been observed below 100 μM ximelagatran when investigating cell viability, mitochondrial function, calcium homoeostasis, apoptosis, cytoskeleton, reactive oxygen species, GSH levels, bile acid transporters and nuclear receptors. The knock down of mARC2, the enzyme that reduces ximelagatran, has recently illustrated that the mitochondrial toxicity is strongly inhibited, suggesting a component of metabolic activation and decrease in GSH levels (Neve et al. [2015](/article/10.1007/s00204-016-1845-1#ref-CR113 "Neve EPA, Köfeler H, Hendriks DFG et al (2015) Expression and function of mARC: roles in lipogenesis and metabolic activation of ximelagatran. PLoS One 10:e0138487. doi: 10.1371/journal.pone.0138487

                    ")).

A possible immunogenic pathogenesis, a strong genetic association between elevated ALT and the major histocompatibility complex (MHC) alleles DRB1*07 and DQA1*02 was discovered and replicated, suggested an underlying immune-related mechanism but with no clinical signs of immunopathology (Kindmark et al. [2008](/article/10.1007/s00204-016-1845-1#ref-CR72 "Kindmark A, Jawaid A, Harbron CG et al (2008) Genome-wide pharmacogenetic investigation of a hepatic adverse event without clinical signs of immunopathology suggests an underlying immune pathogenesis. Pharmacogenomics J 8:186–195. doi: 10.1038/sj.tpj.6500458

                    ")).

Dabigatran etexilate is another novel direct thrombin inhibitor DTI proven to be effective and liver-friendly in various randomized controlled clinical trials mainly in the settings of venous thromboembolism and atrial fibrillation (Ma et al. [2011](/article/10.1007/s00204-016-1845-1#ref-CR94 "Ma TKW, Yan BP, Lam Y-Y (2011) Dabigatran etexilate versus warfarin as the oral anticoagulant of choice? a review of clinical data. Pharmacol Ther 129:185–194. doi: 10.1016/j.pharmthera.2010.09.005

                    ")). Although not formally on the list of negative controls, it is used in some of the MIP-DILI experiments as a comparison for ximelagatran.

Flucloxacillin (mechanism 5)

Flucloxacillin is a β-lactam antibiotic, used as the first line treatment for Staphylococcal infections. Common use of drug induced cholestatic liver injury in 8.5 in 100,000 patients with the delayed onset of clinical symptoms 1–45 days and 1.8 following 46–90 days after starting flucloxacillin therapy (Koek et al. [1994](/article/10.1007/s00204-016-1845-1#ref-CR74 "Koek GH, Stricker BH, Blok AP et al (1994) Flucloxacillin-associated hepatic injury. Liver 14:225–229. doi: 10.1111/j.1600-0676.1994.tb00079.x

                    "); Dobson et al. [2005](/article/10.1007/s00204-016-1845-1#ref-CR32 "Dobson JL, Angus PW, Jones R et al (2005) Flucloxacillin-induced aplastic anaemia and liver failure. Transpl Int 18:487–489. doi:
                10.1111/j.1432-2277.2004.00014.x
                
              
                    "); Russmann et al. [2005](/article/10.1007/s00204-016-1845-1#ref-CR130 "Russmann S, Kaye JA, Jick SS, Jick H (2005) Risk of cholestatic liver disease associated with flucloxacillin and flucloxacillin prescribing habits in the UK: cohort study using data from the UK General Practice Research Database. Br J Clin Pharmacol 60:76–82. doi:
                10.1111/j.1365-2125.2005.02370.x
                
              
                    "); Li et al. [2009](/article/10.1007/s00204-016-1845-1#ref-CR90 "Li L, Jick H, Jick SS (2009) Updated study on risk of cholestatic liver disease and flucloxacillin. Br J Clin Pharmacol 68:269–270. doi:
                10.1111/j.1365-2125.2009.03454.x
                
              
                    ")). The mechanism or mechanisms of cholestasis with bile duct injury and Vanishing Bile Duct Syndrome (ductopenia) are largely unknown, yet small amounts of the compound form metabolites that involved the activity of CYP3A4, which itself may be under genetic control. Whether the formation of these metabolites is directly toxic to cholangiocytes after excretion into bile or formed in cholangiocytes is not yet known. It is generally accepted that an immune-mediated response subsequently accounts for the development of the directly or indirectly linked genetic pre-disposition of DILI, but the mechanisms are still to be conclusively determined.

Strong HLA association with DILI and activation of CD8+ T cells isolated from patients with DILI are suggestive for adaptive immune activation. HLAB*57:01 genotype carriers have an approximately 80-times higher risk (odd ratios = 80.6) of flucloxacillin-induced DILI, but not all carriers will develop DILI (Daly et al. [2009](/article/10.1007/s00204-016-1845-1#ref-CR25 "Daly AK, Donaldson PT, Bhatnagar P et al (2009) HLA-B*5701 genotype is a major determinant of drug-induced liver injury due to flucloxacillin. Nat Genet 41:816–819. doi: 10.1038/ng.379

                    ")). Evidence showed that reactions to flucloxacillin are driven by drug-specific activation of CD8+ T lymphocytes. Flucloxacillin-responsive CD4+ and CD8+ T cells from patients with DILI have been characterized and shown that naive CD8+ T cells from volunteers expressing HLA-B\*57:01 are activated with flucloxacillin (Monshi et al. [2013](/article/10.1007/s00204-016-1845-1#ref-CR107 "Monshi MM, Faulkner L, Gibson A et al (2013) Human leukocyte antigen (HLA)-B*57:01-restricted activation of drug-specific T cells provides the immunological basis for flucloxacillin-induced liver injury. Hepatology 57:727–739. doi:
                10.1002/hep.26077
                
              
                    ")). Covalent modification of flucloxacillin is thought to be a prerequisite for flucloxacillin-induced liver injury (Carey and Van Pelt [2005](/article/10.1007/s00204-016-1845-1#ref-CR18 "Carey MA, Van Pelt FNAM (2005) Immunochemical detection of flucloxacillin adduct formation in livers of treated rats. Toxicology 216:41–48. doi:
                10.1016/j.tox.2005.07.015
                
              
                    ")). Flucloxacillin modifies specific lysine residues on human serum albumin (Monshi et al. [2013](/article/10.1007/s00204-016-1845-1#ref-CR107 "Monshi MM, Faulkner L, Gibson A et al (2013) Human leukocyte antigen (HLA)-B*57:01-restricted activation of drug-specific T cells provides the immunological basis for flucloxacillin-induced liver injury. Hepatology 57:727–739. doi:
                10.1002/hep.26077
                
              
                    ")). However, relationship between adduct formation in liver, immune activation and liver injury not defined yet.

Flucloxacillin DILI is the only model of idiosyncratic immune-mediated DILI with patient data to confirm an immune pathogenesis.

Negative control compounds

Buspirone, entacapone, metformin and pioglitazone were proposed as negative controls. Some are structural analogues of training compounds with less or no toxic effects at the therapeutic dose when compared to the matched positive training compound. Others are not structural analogues, but do address the same pharmaceutical target without evidence of known liver toxicity.

It is important to mention that probably no compound is a ‘true negative’ with regard to cellular toxicity and dose. Equally, no compound will necessarily target exclusively one pathway, so there will always be ‘biological background’ or multiple toxicological events, and the compensatory mechanisms invoked.

Buspirone

Buspirone, the azaspirodecanedione anxiolytic and antidepressant, is a 5-HT1A receptor partial agonist and a mixed agonist/antagonist on postsynaptic dopamine receptors. Without any reports or clinical observations associated with DILI, it is commonly utilized as negative control drugs (Wu et al. [2016](/article/10.1007/s00204-016-1845-1#ref-CR162 "Wu Y, Geng X-C, Wang J-F et al (2016) The HepaRG cell line, a superior in vitro model to L-02, HepG2 and hiHeps cell lines for assessing drug-induced liver injury. Cell Biol Toxicol 32:37–59. doi: 10.1007/s10565-016-9316-2

                    ")).

Buspirone is a marketed structural analogue of nefazodone, and it is commonly used as its pair in the studies, together with trazodone. Inhibition of canicular transport with nefazodone has been reported, but not with trazodone or buspirone (Kostrubsky et al. [2006](/article/10.1007/s00204-016-1845-1#ref-CR77 "Kostrubsky SE, Strom SC, Kalgutkar AS et al (2006) Inhibition of hepatobiliary transport as a predictive method for clinical hepatotoxicity of nefazodone. Toxicol Sci 90:451–459. doi: 10.1093/toxsci/kfj095

                    ")). Accordingly, nefazodone was the most toxic, trazodone had relatively modest effects, whereas buspirone showed the least cytotoxicity and effects on mitochondrial function (Dykens et al. [2008](/article/10.1007/s00204-016-1845-1#ref-CR34 "Dykens JA, Jamieson JD, Marroquin LD et al (2008) In vitro assessment of mitochondrial dysfunction and cytotoxicity of nefazodone, trazodone, and buspirone. Toxicol Sci 103:335–345. doi:
                10.1093/toxsci/kfn056
                
              
                    ")).

Although buspirone, like nefazodone, generates p-hydroxybuspirone in liver microsomes, no sulphydryl conjugates of this metabolite were observed suggesting that two-electron oxidation of p-hydroxybuspirone to the corresponding quinone-imine is less favourable. It was also observed that the 2-aminopyridine or 2-aminopyrimidine derivatives present a ‘safer’ alternative to aniline-based compounds, which are prone to bioactivation (Kalgutkar et al. [2005](/article/10.1007/s00204-016-1845-1#ref-CR68 "Kalgutkar AS, Vaz ADN, Lame ME et al (2005) Bioactivation of the nontricyclic antidepressant nefazodone to a reactive quinone-imine species in human liver microsomes and recombinant cytochrome P450 3A4. Drug Metab Dispos 33:243–253. doi: 10.1124/dmd.104.001735

                    ")), and perhaps confirms the lack of idiosyncratic hepatotoxicity with buspirone in the clinic.

Entacapone

Entacapone is a selective, potent and reversible COMT inhibitor and structural analogue of tolcapone. While tolcapone is under strict regulations on liver enzyme monitoring, due to the reported cases of hepatotoxicity, entacapone has not been related to reported cases of associated liver injuries in patients. For this reason, entacapone was selected as a negative training compounds used in the MIP-DILI project.

In clinical use, entacapone has only been reported to induce hepatotoxicity in 3 cases (Fisher et al. [2002](/article/10.1007/s00204-016-1845-1#ref-CR41 "Fisher A, Croft-Baker J, Davis M et al (2002) Entacapone-induced hepatotoxicity and hepatic dysfunction. Mov Disord 17:1362–1365. doi: 10.1002/mds.10342

                    ")). However, in two of these cases, the patients had concomitant medications with hepatotoxic potential, and the third case was reported with a history of long-standing alcohol abuse and alcohol-induced liver cirrhosis.

In vitro assays have shown that entacapone is a weak uncoupler of oxidative phosphorylation at high concentrations, while tolcapone has been reported to be an uncoupler at low micro-molar concentrations (Nissinen et al. [1997](/article/10.1007/s00204-016-1845-1#ref-CR114 "Nissinen E, Kaheinen P, Penttilä KE et al (1997) Entacapone, a novel catechol-O-methyltransferase inhibitor for Parkinson’s disease, does not impair mitochondrial energy production. Eur J Pharmacol 340:287–294. doi: 10.1016/S0014-2999(97)01431-3

                    "); Haasio et al. [2002a](/article/10.1007/s00204-016-1845-1#ref-CR54 "Haasio K, Koponen A, Penttilä KE, Nissinen E (2002a) Effects of entacapone and tolcapone on mitochondrial membrane potential. Eur J Pharmacol 453:21–26")). Sets of proteins interacting with entacapone or tolcapone were identified in human cell line HepG2 and rat liver subcellular fractions. The cellular distribution of proteins captured by entacapone was not linked to mitochondrial function, while for tolcapone, a large proportion of proteins were identified to be mitochondrial origin (Fischer et al. [2010](/article/10.1007/s00204-016-1845-1#ref-CR40 "Fischer JJ, Michaelis S, Schrey AK et al (2010) Capture compound mass spectrometry sheds light on the molecular mechanisms of liver toxicity of two Parkinson drugs. Toxicol Sci 113:243–253. doi:
                10.1093/toxsci/kfp236
                
              
                    ")). Also, in in vivo studies in rats tolcapone were more toxic than entacapone causing high mortality, elevation of body temperature and necrotic changes in liver tissue (Haasio et al. [2001](/article/10.1007/s00204-016-1845-1#ref-CR53 "Haasio K, Sopanen L, Vaalavirta L et al (2001) Comparative toxicological study on the hepatic safety of entacapone and tolcapone in the rat. J Neural Transm 108:79–91. doi:
                10.1007/s007020170099
                
              
                    "), [2012b](/article/10.1007/s00204-016-1845-1#ref-CR55 "Haasio K, Nissinen E, Sopanen L, Heinonen EH (2002b) Different toxicological profile of two COMT inhibitors in vivo: the role of uncoupling effects. J Neural Transm 109:1391–1401. doi:
                10.1007/s00702-002-0748-x
                
              
                    ")).

Difference in toxicity could also be a result of differences in the metabolism of drugs. Amine or acetylamine metabolites that can be followed by oxidation to reactive oxygen species and induce hepatocellular injury by being trapped by GSH to form metabolic adducts were not observed in with entacapone (Smith et al. [2003](/article/10.1007/s00204-016-1845-1#ref-CR142 "Smith KS, Smith PL, Heady TN et al (2003) In vitro metabolism of tolcapone to reactive intermediates: relevance to tolcapone liver toxicity. Chem Res Toxicol 16:123–128. doi: 10.1021/tx025569n

                    ")). Entacapone clearance is also significantly higher than tolcapone clearance in humans (Data from FDA approved labelling). In addition, recent work has demonstrated that both drugs have the potential to alter hepatobiliary transport causing modest inhibition of the BSEP and the basolateral efflux transporters (MRP3 and MRP4) (Morgan et al. [2013](/article/10.1007/s00204-016-1845-1#ref-CR110 "Morgan RE, van Staden CJ, Chen Y et al (2013) A multifactorial approach to hepatobiliary transporter assessment enables improved therapeutic compound development. Toxicol Sci 136:216–241. doi:
                10.1093/toxsci/kft176
                
              
                    ")).

Metformin

Metformin is an antihyperglycaemic agent, which improves glucose tolerance in patients with type 2 diabetes, lowering both basal and postprandial plasma glucose. Because metformin is not metabolized in the liver (Sirtori et al. 1978), it has been considered safe from a hepatic liver injury although known cases of cholestasis have been reported (Babich et al. [1998](/article/10.1007/s00204-016-1845-1#ref-CR5 "Babich MM, Pike I, Shiffman ML (1998) Metformin-induced acute hepatitis. Am J Med 104:490–492. doi: 10.1016/S0002-9343(98)00088-6

                    "); Desilets et al. [2001](/article/10.1007/s00204-016-1845-1#ref-CR31 "Desilets DJ, Shorr AF, Moran KA, Holtzmuller KC (2001) Cholestatic jaundice associated with the use of metformin. Am J Gastroenterol 96:2257–2258. doi:
                10.1016/S0002-9270(01)02535-7
                
              
                    "); Nammour et al. [2003](/article/10.1007/s00204-016-1845-1#ref-CR112 "Nammour FE, Fayad NF, Peikin SR (2003) Metformin-induced cholestatic hepatitis. Endocr Pract 9:307–309. doi:
                10.4158/EP.9.4.307
                
              
                    "); Kutoh [2005](/article/10.1007/s00204-016-1845-1#ref-CR78 "Kutoh E (2005) Possible metformin-induced hepatotoxicity. Am J Geriatr Pharmacother 3:270–273. doi:
                10.1016/S1543-5946(05)00078-4
                
              
                    ")).

Metformin can promote liver mitochondria injury and predispose to cell death (Carvalho et al. [2008](/article/10.1007/s00204-016-1845-1#ref-CR19 "Carvalho C, Correia S, Santos MS et al (2008) Metformin promotes isolated rat liver mitochondria impairment. Mol Cell Biochem 308:75–83. doi: 10.1007/s11010-007-9614-3

                    "); Bridges et al. [2014](/article/10.1007/s00204-016-1845-1#ref-CR16 "Bridges HR, Jones AJY, Pollak MN, Hirst J (2014) Effects of metformin and other biguanides on oxidative phosphorylation in mitochondria. Biochem J 462:475–487. doi:
                10.1042/BJ20140620
                
              
                    ")). Biguanide-induced mitochondrial dysfunction yields increased lactate production and cytotoxicity of aerobically poised HepG2 cells and human hepatocytes in vitro (Dykens et al. [2008](/article/10.1007/s00204-016-1845-1#ref-CR34 "Dykens JA, Jamieson JD, Marroquin LD et al (2008) In vitro assessment of mitochondrial dysfunction and cytotoxicity of nefazodone, trazodone, and buspirone. Toxicol Sci 103:335–345. doi:
                10.1093/toxsci/kfn056
                
              
                    ")). However, human vivo and clinical side effects showed fewer than 10 cases of metformin-induced hepatotoxicity (mixed pattern) (Saadi et al. [2013](/article/10.1007/s00204-016-1845-1#ref-CR131 "Saadi T, Waterman M, Yassin H, Baruch Y (2013) Metformin-induced mixed hepatocellular and cholestatic hepatic injury: case report and literature review. Int J Gen Med 6:703–706. doi:
                10.2147/IJGM.S49657
                
              
                    ")). These cases are idiosyncratic, usually associated with alcohol or other drugs, and mainly occur in older patients (Kutoh [2005](/article/10.1007/s00204-016-1845-1#ref-CR78 "Kutoh E (2005) Possible metformin-induced hepatotoxicity. Am J Geriatr Pharmacother 3:270–273. doi:
                10.1016/S1543-5946(05)00078-4
                
              
                    "); Cone et al. [2010](/article/10.1007/s00204-016-1845-1#ref-CR23 "Cone CJ, Bachyrycz AM, Murata GH (2010) Hepatotoxicity associated with metformin therapy in treatment of type 2 diabetes mellitus with nonalcoholic fatty liver disease. Ann Pharmacother 44:1655–1659. doi:
                10.1345/aph.1P099
                
              
                    "); Saadi et al. [2013](/article/10.1007/s00204-016-1845-1#ref-CR131 "Saadi T, Waterman M, Yassin H, Baruch Y (2013) Metformin-induced mixed hepatocellular and cholestatic hepatic injury: case report and literature review. Int J Gen Med 6:703–706. doi:
                10.2147/IJGM.S49657
                
              
                    ")).

Pioglitazone

Pioglitazone, a second-generation thiazolidinedione, is commonly used in the management of type 2 diabetes mellitus. Unlike troglitazone, pioglitazone is generally considered safe from a hepatic standpoint and is commonly used as negative compound for liver toxicity studies. Although case reports of liver injury and failure with pioglitazone have been published (Maeda 2001; May et al. 2002; Nagasaka et al. 2002; Pinto and Cummings 2002; Floyd et al. [2009](/article/10.1007/s00204-016-1845-1#ref-CR42 "Floyd JS, Barbehenn E, Lurie P, Wolfe SM (2009) Case series of liver failure associated with rosiglitazone and pioglitazone. Pharmacoepidemiol Drug Saf 18:1238–1243. doi: 10.1002/pds.1804

                    ")), the risk of liver failure or hepatitis is not higher than with other oral antidiabetic agents (Rajagopalan et al. [2005](/article/10.1007/s00204-016-1845-1#ref-CR125 "Rajagopalan R, Iyer S, Perez A (2005) Comparison of pioglitazone with other antidiabetic drugs for associated incidence of liver failure: no evidence of increased risk of liver failure with pioglitazone. Diabetes Obes Metab 7:161–169. doi:
                10.1111/j.1463
                
              
                    "); Berthet et al. [2011](/article/10.1007/s00204-016-1845-1#ref-CR11 "Berthet S, Olivier P, Montastruc J-L, Lapeyre-Mestre M (2011) Drug safety of rosiglitazone and pioglitazone in France: a study using the French PharmacoVigilance database. BMC Clin Pharmacol 11:5. doi:
                10.1186/1472-6904-11-5
                
              
                    ")).

In vitro studies in hepatocyte cultures showed that troglitazone alone among the thiazolidinediones is toxic (Kostrubsky et al. 2000). The difference in the profiles is the presence of the side chain of troglitazone, which might uniquely predispose it among the thiazolidinediones to hepatotoxicity due to the quinone metabolite formation. From electrochemical oxidations of pioglitazone in the presence of GSH, no GSH conjugates could be identified (Madsen et al. [2008a](/article/10.1007/s00204-016-1845-1#ref-CR95 "Madsen KG, Grönberg G, Skonberg C et al (2008a) Electrochemical oxidation of troglitazone: identification and characterization of the major reactive metabolite in liver microsomes. Chem Res Toxicol 21:2035–2041. doi: 10.1021/tx8002214

                    ")).

Moreover, the observed ALT elevation levels in troglitazone clinical trials, results of studies in hepatocyte cultures and evidence of the distinct metabolic pathway suggest that hepatotoxicity may not be a class effect of the thiazolidinediones but rather a unique effect of troglitazone and that pioglitazone do not share its hepatotoxic profile (Scheen 2001; Tolman and Chandramouli 2003).