Abstract
Drug-induced liver injury (DILI) is a major cause of acute liver injury, liver failure, and liver transplantation worldwide. In recent years, immune checkpoint inhibitors have become widely used. This has led to an increase in DILI, for which pathophysiology and management methods differ significantly from the past. As the number of cases of acute liver injury and liver transplantation due to DILI is expected to increase, information about a DILI is becoming more valuable. DILI is classified into two types according to its etiology: intrinsic DILI, in which the drug or its metabolites cause liver damage that is dose-dependent and predictable; and idiosyncratic DILI, in which liver damage is also dose-independent but unpredictable. In addition, depending on the course of the disease, chronic DILI or drug-induced autoimmune hepatitis may be present. The number of DILI cases caused by antimicrobial agents is decreasing, whereas that caused by drugs for malignant tumors and health foods is increasing. The Roussel Uclaf Causality Assessment Method is widely used to assess causality in DILI. Liver injury is a type of immune-related adverse event. The pattern of hepatic injury in immune-related adverse events is mostly hepatocellular, but mixed type and bile stasis have also been reported. Sclerosing cholangitis caused by immune checkpoint inhibitors has also been reported as a unique type of injury. Treatment mainly comprises withdrawal of immune checkpoint inhibitors and steroid administration; however, mycophenolate mofetil may be considered if the disease is refractory to steroids.
Keywords: Drug-induced liver injury, Immune-related adverse events, Immune checkpoint inhibitor, Updated RUCAM
Graphical abstract
Introduction
Drug-induced liver injury (DILI) is a leading cause of liver failure and liver transplantation worldwide. In DILI, causality assessment is the key to diagnosis. The Roussel Uclaf Causality Assessment Method (RUCAM) is the most widely used tool for the diagnosis of DILI worldwide, with RUCAM used to assess causality in 81,856 cases of DILI published by the middle of 2020.1 In recent years, with the widespread use of immune checkpoint inhibitors (ICIs), a new type of DILI has been observed that requires unconventional approaches to treatment. DILI is expected to increase in the future and there is a growing need for knowledge about it. This review presents findings on DILI, including immune-related liver injury.
Viewpoints
Pharmacokinetics and hepatic metabolism
Drugs are absorbed and distributed from the stomach and intestinal tract and transported via the portal vein to the liver, metabolizing them by enzymes in hepatocytes. Drugs that are not metabolized are transported throughout the body in the bloodstream and exert their effects on target organs. Thereafter, the drugs are excreted. Pharmacokinetics is referred to as ADME from the initial letters of four words (absorption, distribution, metabolism, excretion; Fig. 1).2 In pharmacokinetics, metabolism is important because it not only reduces or enhances a drug’s effects but is also involved in adverse effects. In drug metabolism, hepatic metabolism occurs when a drug is mostly metabolized in the liver, resulting in a reduced effect with less than 40% passing through the kidney. Renal excretion occurs when a drug that is not easily metabolized by the liver is excreted by the kidneys in its unchanged form (>60%). Meanwhile, a drug retaining 40–60% of its form despite hepatic metabolism is said to have undergone hepatic/renal excretion.
Fig. 1. Pharmacokinetics (ADME: Absorption, Distribution, Metabolism, Excretion).2.
Drugs are absorbed and distributed from the stomach and intestinal tract, transported via the portal vein to the liver and metabolized by hepatic enzymes before excretion. Pharmacokinetics is referred to as ADME from the initial letters of these four words (absorption, distribution, metabolism, and excretion).
In drug metabolism, the liver increases the hydrophilicity of the target substance to prevent accumulation in the tissues and facilitates urinary and fecal excretion. Phase I reactions increase hydrophilicity and are responsible for increasing the water solubility of compounds by forming hydroxyl, amino, and carboxyl groups with processes that include oxidation, reduction, and decomposition. Cytochrome P450 (CYP) is involved in the metabolic reactions of approximately 70% of drugs and is the most important enzyme group in drug metabolism.3,4 In humans, CYPs in the small intestine, where oral drugs first pass, and CYPs in the liver, where they are expressed in large amounts, are important; among these, CYP3A4 metabolizes several drugs. Phase II reactions include conjugation (sulfuric acid, glucuronic acid, glutathione, acetyl group, and methyl group), further increasing water solubility and facilitating urinary and fecal excretion. Drugs do not necessarily need to undergo a phase I reaction before a phase II reaction, as some drugs directly undergo a phase II reaction.4
Drug interactions
When multiple drugs are administered simultaneously, drug effects may be reduced, and adverse effects may occur due to interactions during drug metabolism. Drug-drug interactions are more likely to occur when drugs are metabolized by CYPs due to (1) competitive inhibition, (2) irreversible inhibition (e.g., CYP3A4 with erythromycin), and (3) nonspecific inhibition (e.g., CYP2D6 with cimetidine and CYP3A4 with azole antifungals). For enzymes other than CYP, competitive inhibition in glucuronide conjugation and competitive interaction with organic anion transporting polypeptide 1B (e.g., cyclosporine A and rifampicin) may occur. In other cases, carbapenems may inhibit the hydrolytic enzymes of glucuronide conjugates, resulting in a decrease in the blood concentration of valproic acid when valproate is administered with carbapenems.5
Classification of DILI
DILI is classified into two types according to its etiology: intrinsic DILI, in which the drug or its metabolites cause dose-dependent and predictable liver damage; and idiosyncratic DILI, in which the drug causes dose-independent but unpredictable liver damage.6 Most DILI are idiosyncratic and associated with fever, skin rash, and eosinophilia (allergy). In DILI, adaptation may occur during hepatic injury, which may lessen or disappear even if the patient continues receiving the causative agent. Guidelines of the European Association for the Study of the Liver for treating DILI noted that toxic and idiosyncratic DILI both involve reactive intermediary metabolites that covalently bind to components (proteins) in hepatocytes. It has been pointed out that stress kinases, mitochondrial stress, and endoplasmic reticulum stress are aggravating factors.6
Intrinsic DILI
Acetaminophen, an antipyretic analgesic, is the most common causative agent of toxic DILI, accounting for 15–57% of cases of acute liver failure in Western countries.7,8 Aspirin, amiodarone, chemotherapeutic agents, paraquat (herbicide), carbon tetrachloride, and mushroom poisons may also cause toxic DILI.8–10 Among these, acetaminophen is the leading cause of acute liver failure in Europe and the USA, with a reported rate of 45.7% in North America and 65.4% in the UK.11,12 Conversely, DILI caused by acetaminophen is rare in Asia.13 Acetaminophen in large doses causes hepatocellular toxicity; however, it was reported that hepatotoxicity is not caused by acetaminophen itself but by N-acetyl-p-benzoquinone imine (NAPQI), which is oxidized by CYP2E1. NAPQI is detoxified by glutathione conjugation and excreted in the urine. However, when acetaminophen is taken in large amounts, NAPQI concentration increases and exhausts glutathione reserves. The unmetabolized NAPQI covalently binds to various enzymes and proteins in hepatocytes, resulting in decreased enzyme activity, lipid peroxidation, and liver damage. Liver injury develops rapidly, beginning 8–12 hours after ingestion of high doses of acetaminophen. Generally, acetaminophen intake of ≤1 g per dose does not cause liver damage; ≥5 g results in liver damage, and ≥10 g leads to acute liver failure.6–8,14 Typically, bilirubin is normal or only slightly elevated, but the plasma aminotransferase activity and the internationally normalized ratio of prothrombin time become very high, peaking at approximately 72 hours.15 Acetylcysteine can prevent liver injury when administered within 12 hours of acetaminophen overdose, but whether it is effective at later time points is controversial.16
Idiosyncratic DILI
Idiosyncratic DILI is classified into allergic or metabolic types. In allergic DILI, the drug or its intermediate metabolites become haptens that bind to proteins in hepatocytes and acquire antigenicity, triggering an immune response that leads to hepatocyte destruction. Fever, skin rash, and eosinophilia often occur, and onset is usually 5 to 90 days after taking the causative drug.17–19 It is difficult to predict the onset of idiosyncratic DILI because it depends on the patient’s genetic condition. It is known that CYP, drug-metabolizing enzymes such as glutathione S-transferase, N-acetyltransferase 2, and uridine diphosphate glucuronosyl-transferase, drug transporters, and genetic polymorphisms such as human leukocyte antigen are associated with liver injury.20,21 Typical causative agents include isoniazid, itraconazole, and oral contraceptives.
Chronic DILI
Upon DILI onset, liver damage may persist in 10–20% of cases even after discontinuation of the causative drug; this is considered chronic DILI.18,21–24 In some cases, autoantibodies, such as antinuclear antibodies, become positive upon DILI onset, making it difficult to distinguish DILI from autoimmune hepatitis (AIH). Drugs that cause AIH-like DILI with positive autoantibodies include minocycline, statins, hydralazine, and nitrofurantoin. Among chronic DILI, persistent DILI is defined by the International Expert Committee in 2011 as “abnormalities in liver markers persisting for more than 3 months in the hepatocellular injury type and more than 6 months in the cholestatic injury type after discontinuation of the causative drug,” whereas chronic DILI is defined as “abnormalities in liver markers persisting for more than 12 months regardless of the phenotype of DILI.”24 Chronic DILI may cause drug-induced AIH (DI-AIH), nonalcoholic steatohepatitis-like conditions, vanishing bile duct syndrome, nodular regenerative hyperplasia, peliosis hepatis, and liver cirrhosis (Table 1).8,22,25 Various drugs may cause fatty liver, the most common of which are tamoxifen, amiodarone, corticosteroids, and tetracycline. Tamoxifen and amiodarone inhibit fatty acid beta-oxidation in hepatocyte mitochondria, resulting in a condition similar to nonalcoholic steatohepatitis. When fatty liver is caused by drugs, the decision to discontinue the drug should be based on the merits of drug continuation and the demerits of liver damage. Weight loss should be promoted through nutritional and exercise therapy, and abstinence from alcohol is recommended.
Table 1. Clinical features and main causative agents of chronic DILI8,22,25.
Clinical features of DILI | Causative agents |
---|---|
Fatty liver | 5-fluorouracil, diltiazem, cortisone, vitamin A, interferon, NSAIDs, intravenous valproic acid, intravenous tetracycline, tamoxifen, amiodarone, methotrexate, antiretroviral |
Nodular regenerative hyperplasia | 6-mercaptopurine, azathioprine, vitamin A, platinum, antiretroviral drugs |
Hepatocellular adenoma | Anabolic steroids, oral contraceptives |
Drug-induced autoimmune hepatitis | Nitrofurantoin, minocycline, hydralazine, methyldopa, interferon, statins, biologics (antibody drugs) |
Vanishing bile duct syndrome | Amoxicillin/clavulanic acid, fluoroquinolones, sulfamethoxazole, azithromycin, carbamazepine, lamotrigine, chlorpromazine, allopurinol, demozolomide, ibuprofen |
Liver cirrhosis | Amiodarone, methotrexate, vitamin A, valproic acid |
DILI, drug-induced liver injury; NSAIDs, nonsteroidal anti-inflammatory drugs.
Cause and epidemiology of DILI
RUCAM is used in all epidemiology reports on DILI internationally. There are no precise data on the incidence of DILI in Japan, but it is thought to be 14–19 persons per 100,000, and approximately 30% of cases are associated with jaundice. In 307 cases (mean age 58 years) of DILI at 27 institutions in Japan from 2010 to 2018, the number of cases caused by antimicrobial agents decreased, whereas that caused by anticancer agents increased. The number of cases caused by health foods is also increasing (Table 2).26,27 Symptoms include fever in 18%, skin rash in 13%, and eosinophilia in 27% of cases. Regarding pathogenesis, 64% of cases were of the hepatocellular injury type, 15% were of the cholestatic injury type, and 21% were of the mixed type. The duration from initiation of medication to the onset of symptoms was within 7, 30, and 90 days in 19%, 53%, and 79% of cases, respectively, and the drug lymphocyte stimulation test was positive in 36% of cases. In Japan, hepatic failure caused by acetaminophen, which is common in Western countries, is rare. However, the proportion of DILI in patients in a coma and acute liver failure, including late-onset liver failure, has increased: 9.3% in 1998–2003, 14.6% in 2004–2009, and 15.5% in 2010–2015.
Table 2. Causative agents of drug-induced liver injury in Japan26,27.
Agent | 1997–2006 | 2010–2018 |
---|---|---|
Nonsteroidal anti-inflammatory drugs | 10% | 11% |
Antibacterial and antifungal agents | 14% | 11% |
Cancer drugs | 3% | 10% |
Health foods | 10% | 9% |
Gastrointestinal drugs | 6% | 9% |
Psychiatric and neurological drugs | 10% | 8% |
Chinese herbal medicines | 7% | 6% |
Cardiovascular drugs | 8% | 6% |
Hematopoietic and antithrombotic drugs | 3% | 4% |
Diagnosis of DILI
In the diagnosis of DILI, verification of a causal relationship with the suspected drug is of primary importance. In addition to drugs, folk medicines, health foods, and herbal medicines should also be noted. RUCAM is widely used internationally for the diagnosis of DILI, and has been used in 81,856 cases of drug-induced liver injury reported by mid-2020.1,28,29 The original version of RUCAM was published in 1993 and has since been revised and an updated RUCAM was proposed in 2016.30 When using this updated RUCAM, specific operational information should first be noted (Supplementary Table 1). For example, RUCAM affords prospective use, since retrospective scoring is less accurate. Also, RUCAM is only indicated for acute liver injury and not for pre-existing chronic liver disease.
The diagnosis of liver injury is then made when ALT is greater than five times the upper limit of normal or ALP is greater than two times the upper limit of normal. Then, depending on the ratio of ALT to ALP, the liver injury is classified as either acute hepatocellular liver injury, the acute cholestatic or mixed liver injury. Specifically, ALT/ALP≥5 is defined as hepatocellular injury, ALT≤2 is defined as cholestatic liver injury, and 2< ALT/ALP <5 is defined as mixed liver injury (Supplementary Fig. 1).30 Each case is diagnosed using the items listed in Supplementary Table 2 for acute hepatocellular liver injury and Supplementary Table 3 for the acute cholestatic and mixed liver injury. For any type of liver injury, seven items are used to score the disease: (1) time to onset from the beginning of the drug/herb, (2) course of ALT (or ALP) after cessation of the drug/herb, (3) risk factors, (4) concomitant drug(s)/herb(s), (5) search for alternative causes, (6) previous hepatotoxicity of the drug/herb, (7) response to unintentional re-exposure. A total score of ≤0 indicates excluded, 1–2 indicates unlikely, 3–5 indicates possible, 6–8 indicates probable, and ≥9 indicates highly probable.30
Management of DILI
Common treatment of DILI
When DILI is suspected, the responsible drug should be discontinued. If the patient takes multiple medications, discontinue as many as possible except those essential to treat current diseases. If the patient does not improve after discontinuation of the drug, it is necessary to investigate other causes of liver injury.
Acute liver failure
In Japan, the rate of DILI in patients with acute liver failure is increasing.31–33 If acute hepatic failure is suspected, as evidenced by jaundice or elevation of prothrombin time, the patient should be admitted to the intensive care unit for close observation. The treatment strategy for acute liver failure due to DILI is similar to that for other causes of acute liver failure: provide support for the failing liver and institute countermeasures against complications. For impaired protein synthesis and coagulation, albumin and fresh frozen plasma should be supplemented; nonabsorbable antimicrobials and synthetic disaccharides should be administered for consciousness disorders. Steroids are empirically used in the treatment of acute liver failure. The steroid dose is generally 0.5–1 mg/kg/day of prednisone or its equivalent. When grade II or higher hepatic encephalopathy develops, artificial liver support should be performed, including plasma exchange and hemodiafiltration. Liver transplantation should be considered if the patient does not respond to medical therapy. For acute liver failure caused by acetaminophen, N-acetylcysteine is effective. The initial dose is 140 mg/kg of N-acetylcysteine, and the maintenance dose is 70 mg/kg every 4 h for 3 days for a total of 18 doses, including the initial dose.
Bile stasis
Ursodeoxycholic acid, which acts as a choleretic, is widely used as a first-line treatment for bile stasis, with few side effects. Taurine can also be used because of its choleretic effect, antioxidant activity, and hepatoprotective. In cases of prolonged bile stasis, supplementation with fat-soluble vitamins, such as vitamin K, is recommended. Phenobarbital is sometimes administered to induce UDP-glucuronosyltransferase expression, which is involved in bilirubin metabolism. Additionally, bile acid sequestrants, such as cholestyramine, treat pruritus caused by hyperbilirubinemia. If treatment is ineffective, steroids may be used, and liver transplantation may be necessary in progressive cases.
DI-AIH
When DI-AIH is suspected based on tests, including autoantibodies and IgG levels, patients with mild hepatic injury can be treated by simply discontinuing the causative drug. If the liver function does not normalize after 3 months, prednisolone may be considered. In patients with moderate or severe liver injury, prednisolone should be administered with discontinuation of the causative drug. In all cases, prednisolone should be discontinued when liver function normalizes. In general, the prognosis of DI-AIH is favorable, and relapse following completion of treatment is rare. However, idiopathic AIH must be considered if relapse occurs after treatment discontinuation.
Difficulties in developing prevention and treatment of DILI
Randomized clinical trials (RCTs) in the prevention and treatment of DILI are difficult to conduct, which limits the development of therapeutic agents. A meta-analysis of 22 RCTs in DILI has revealed the heterogeneity in diagnosis of DILI and research methodology among studies.34 In addition, it was reported that RUCAM, the internationally most widely used scale for the diagnosis of DILI, was used in only two of eight recent RCTs in DILI.35 The need for an international research network has been proposed to establish a framework for RCT design and treatment endpoints.
DILI caused by ICIs
Eight ICIs (anti-programmed death-1 [anti-PD-1] antibodies nivolumab, pembrolizumab, and cemiplimab; the anti-programmed death ligand-1 [anti-PD-L1] antibodies avelumab, atezolizumab, and durvalumab; and the anti-CTLA-4 antibody ipilimumab and tremelimumab) targeting three immune checkpoints (PD-1, PD-L1, and CTLA-4) have been approved by the US FDA. In addition, spartalizumab (anti-PD-1 antibody) is currently in development. ICIs have been used to treat several cancers in recent years; however, hepatotoxicity is one of its most frequent immune-related adverse events (irAEs). The mechanism of hepatotoxicity as an irAE is different from that of DILI and is thought to be related to excessive autoimmunity caused by ICI. In most cases of ICI-induced liver injury, infiltration of CD8-positive T cells is observed, and these lymphocytes activated by ICI are thought to be the primary cause of liver injury (Supplementary Fig. 2).36 The incidence of DILI due to ICI was reported to be 0.8–14.6% for the CTLA-4 inhibitor ipilimumab and 2.7–16% for PD-1/PD-L1 inhibitors such as nivolumab.37–43 Swenson et al.44 reported that in a retrospective analysis of 112 patients treated with durvalumab, an anti-PD-L1 antibody, 19% were diagnosed with DILI by RUCAM. The risk of DILI is higher when ICIs are concomitantly used with other ICI or chemotherapeutic agents. In DILI due to ICI, hepatocellular injury is the most common type, but cholestatic and mixed types have also been reported.45 Although the onset of DILI due to ICI usually ranges from 1 to 3 months after initiation of treatment, it may also develop after a prolonged period or following ICI discontinuation. Additionally, sclerosing cholangitis caused by ICI was reported as a unique type of liver injury.46 This type is characterized by elevated biliary enzymes, focal bile duct dilatation without obstructing extrahepatic bile ducts, and diffuse thickening of the bile duct wall. According to a meta-analysis of 122 trials, the number of deaths due to hepatitis as an irAE was 5/5,368 (0.09%) with an anti-CTLA-4 antibody, 0/9,136 (0%) with an anti-PD-1 antibody, 1/3,164 (0.03%) with an anti-PD-L1 antibody, and 2/1,549 (0.13%) with the combination of an anti-PD-1 antibody/anti-PD-L1 antibody and an anti-CTLA-4 antibody. These results suggest that liver damage as an irAE is often nonfatal.47 It should be noted in this section that there is not a large enough data set on this topic and some studies have been included that do not describe the use of RUCAM in assessing immunotherapy-induced hepatotoxicity.
The severity of the hepatic injury is determined using the Common Terminology Criteria for Adverse Events defined by the National Cancer Institute. Table 3 summarizes the responses to immune-related liver injury recommended in the guidelines of the European Society of Oncology, the European Society of Hepatology, and the American Society of Clinical Oncology.48–50 In Grade 2 hepatotoxicity, the responsible drug should be temporarily discontinued. Liver function tests, INR, and albumin are checked twice weekly. If ALT and/or AST are elevated on reassessment, corticosteroids 0.5–1 mg/kg/day should be started. In patients with Grade 3 or higher hepatotoxicity, discontinuation of the drug is recommended. If ALT and/or AST are less than 400 U/L and bilirubin, INR, and albumin are normal: corticosteroids 1–2 mg/kg/day should be administered. Also, if either ALT or AST is greater than 400 U/L, bilirubin or INR is elevated, and albumin is decreased, methylprednisolone 2 mg/kg/day should be administered intravenously. In patients with Grade 4, discontinuation of the drug and intravenous administration of methylprednisolone 2 mg/kg is recommended. Furthermore, if steroids are ineffective or there is no improvement after 3 days, mofetil mycophenolate may be administered. Mycophenolate mofetil is commonly used to prevent graft rejection in organ transplantation and may be administered in various irAEs. Tocilizumab, tacrolimus, azathioprine, cyclosporine, and antithymocyte globulin are also options.48–50 Thus, most guidelines recommend permanent discontinuation of ICI in high-grade immune-related liver injury. However, recent reports indicate that rechallenge is possible after recovery from liver injury.51 For patients who have no other treatment options, this may allow them to continue treatment, Further reports into this topic are expected.
Table 3. Management of immune-related liver injury48–50.
Grade | Steps |
---|---|
1: ALT or AST>ULN to 3× ULN | Rule out alternate etiologies. |
Monitor liver enzymes every 1–2 weeks. | |
Offer supportive care for symptom control. | |
2: ALT or AST 3–5× ULN | Withhold ICI therapy. |
Check liver function tests, INR, and albumin twice weekly. | |
Patients should be advised to stop unnecessary medications and any known hepatotoxic drugs. | |
If rising ALT and/or AST when rechecked, start corticosteroids 0.5–1 mg/kg/day. | |
Upon improvement, resume ICI therapy after tapering corticosteroids to <10 mg/day. | |
3: ALT or AST 5–20× ULN | Discontinue ICI therapy. |
Daily liver function tests, INR, and albumin. | |
If ALT and/or AST<400 U/L with normal bilirubin, INR, and albumin: corticosteroids 1–2 mg/kg/day. | |
If ALT and/or AST>400 U/L or raised bilirubin/INR/low albumin: i.v. methylprednisolone 2 mg/kg. | |
If corticosteroid refractory or no improvement after 3 days, may offer mycophenolate mofetil, or azathioprine. | |
If no improvement is achieved with corticosteroids or for patients on combination therapy with a novel agent, with standard chemotherapy, or with targeted therapy, refer to a hepatologist for further pathologic evaluation of hepatitis. | |
Corticosteroid taper should be attempted over a period of 4–6 weeks; re-escalate if needed. | |
4: ALT or ALT>20× ULN | Discontinue ICI therapy. |
Daily liver function tests, INR, and albumin. | |
i.v. methylprednisolone 2 mg/kg. | |
If corticosteroid refractory or no improvement after 3 days, may offer mycophenolate mofetil. | |
Should refer to hepatology if no improvement is achieved with corticosteroid. | |
Corticosteroid taper should be attempted over a period of 4–6 weeks when symptoms improve to grade ≤1, re-escalate if needed. | |
Consider transfer to tertiary care facility if necessary. |
ICI, immune checkpoint inhibitor; ULN, upper limit of normal.
Conclusions
To diagnose DILI, it is important to obtain a detailed history of drug intake, including health foods, and determine the disease type. The updated RUCAM is widely used in the diagnosis of DILI, and there are numerous reports that demonstrate its usefulness. In addition, conducting appropriate monitoring, such as periodic liver tests, when administering new, long-term, or high-risk drugs should be performed and updated on information regarding a drug’s side effects.
Supporting information
ALP, alkaline phosphatase; ALT, alanine aminotransferase; DILI, drug-induced liver injury; ULN, upper limit of normal.
Immunostaining for (a) CD3, (b) CD4, (c) CD8, and (d) CD20 in liver specimens are shown.
Acknowledgments
We would like to sincerely thank Kyoko Yoneda (Yokohama City University) for her assistance in preparing the figure. We would like to sincerely thank Hiroyuki Abe, Kyoko Kato, Yoshiko Yamazaki, Ayako Ujiie, and Naho Kobayashi (Yokohama City University) for their administrative assistance. We would like to thank Editage (www.editage.com) for English language editing.
Abbreviations
- anti-PD-1
anti-programmed death-1
- anti-PD-L1
anti-programmed death ligand-1
- AIH
autoimmune hepatitis
- ALP
alkaline phosphatase
- ALT
alanine transaminase
- CYP
cytochrome P450
- DI-AIH
drug-induced autoimmune hepatitis
- DILI
drug-induced liver injury
- ICI
immune checkpoint inhibitors
- INR
international normalized ratio
- irAE
immune-related adverse event
- NAPQI
N-acetyl-p-benzoquinone imine
- RCT
randomized clinical trials
- RUCAM
Roussel Uclaf causality assessment method
References
- 1.Teschke R, Danan G. Worldwide use of RUCAM for causality assessment in 81,856 idiosyncratic DILI and 14,029 HILI cases published 1993-mid 2020: a comprehensive analysis. Medicines (Basel) 2020;7(10):62. doi: 10.3390/medicines7100062. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Weaver RJ, Blomme EA, Chadwick AE, Copple IM, Gerets HHJ, Goldring CE, et al. Managing the challenge of drug-induced liver injury: a roadmap for the development and deployment of preclinical predictive models. Nat Rev Drug Discov. 2020;19(2):131–148. doi: 10.1038/s41573-019-0048-x. [DOI] [PubMed] [Google Scholar]
- 3.Teschke R, Danan G. Idiosyncratic drug induced liver injury, cytochrome P450, metabolic risk factors and lipophilicity: highlights and controversies. Int J Mol Sci. 2021;22(7):3441. doi: 10.3390/ijms22073441. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Almazroo OA, Miah MK, Venkataramanan R. Drug metabolism in the liver. Clin Liver Dis. 2017;21(1):1–20. doi: 10.1016/j.cld.2016.08.001. [DOI] [PubMed] [Google Scholar]
- 5.Suzuki E, Yamamura N, Ogura Y, Nakai D, Kubota K, Kobayashi N, et al. Identification of valproic acid glucuronide hydrolase as a key enzyme for the interaction of valproic acid with carbapenem antibiotics. Drug Metab Dispos. 2010;38(9):1538–1544. doi: 10.1124/dmd.110.032938. [DOI] [PubMed] [Google Scholar]
- 6.European Association for the Study of the Liver, Clinical Practice Guideline Panel, Panel members, EASL Governing Board representative EASL clinical practice guidelines: drug-induced liver injury. J Hepatol. 2019;70(6):1222–1261. doi: 10.1016/j.jhep.2019.02.014. [DOI] [PubMed] [Google Scholar]
- 7.Larson AM, Polson J, Fontana RJ, Davern TJ, Lalani E, Hynan LS, et al. Acetaminophen-induced acute liver failure: results of a United States multicenter, prospective study. Hepatology. 2005;42(6):1364–1372. doi: 10.1002/hep.20948. [DOI] [PubMed] [Google Scholar]
- 8.Hoofnagle JH, Björnsson ES. Drug-induced liver injury - types and phenotypes. N Engl J Med. 2019;381(3):264–273. doi: 10.1056/NEJMra1816149. [DOI] [PubMed] [Google Scholar]
- 9.Gheshlaghi F, Haghirzavareh J, Wong A, Golshiri P, Gheshlaghi S, Eizadi-Mood N. Prediction of mortality and morbidity following paraquat poisoning based on trend of liver and kidney injury. BMC Pharmacol Toxicol. 2022;23(1):67. doi: 10.1186/s40360-022-00609-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.McGill MR, Jaeschke H. Animal models of drug-induced liver injury. Biochim Biophys Acta Mol Basis Dis. 2019;1865(5):1031–1039. doi: 10.1016/j.bbadis.2018.08.037. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Reuben A, Tillman H, Fontana RJ, Davern T, McGuire B, Stravitz RT, et al. Outcomes in adults with acute liver failure between 1998 and 2013: an observational cohort study. Ann Intern Med. 2016;164(11):724–732. doi: 10.7326/M15-2211. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Bernal W, Hyyrylainen A, Gera A, Audimoolam VK, McPhail MJ, Auzinger G, et al. Lessons from look-back in acute liver failure? A single centre experience of 3300 patients. J Hepatol. 2013;59(1):74–80. doi: 10.1016/j.jhep.2013.02.010. [DOI] [PubMed] [Google Scholar]
- 13.Stravitz RT, Lee WM. Acute liver failure. Lancet. 2019;394(10201):869–881. doi: 10.1016/S0140-6736(19)31894-X. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Chao X, Wang H, Jaeschke H, Ding WX. Role and mechanisms of autophagy in acetaminophen-induced liver injury. Liver Int. 2018;38(8):1363–1374. doi: 10.1111/liv.13866. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Nourjah P, Ahmad SR, Karwoski C, Willy M. Estimates of acetaminophen (Paracetomal)-associated overdoses in the United States. Pharmacoepidemiol Drug Saf. 2006;15(6):398–405. doi: 10.1002/pds.1191. [DOI] [PubMed] [Google Scholar]
- 16.Leventhal TM, Gottfried M, Olson JC, Subramanian RM, Hameed B, Lee WM. Acetaminophen is undetectable in plasma from more than half of patients believed to have acute liver failure due to overdose. Clin Gastroenterol Hepatol. 2019;17(10):2110–2116. doi: 10.1016/j.cgh.2019.01.040. [DOI] [PubMed] [Google Scholar]
- 17.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):1419–1425.e3. doi: 10.1053/j.gastro.2013.02.006. [DOI] [PubMed] [Google Scholar]
- 18.Chalasani N, Bonkovsky HL, Fontana R, Lee W, Stolz A, Talwalkar J, et al. Features and outcomes of 899 patients with drug-induced liver injury: the DILIN prospective study. Gastroenterology. 2015;148(7):1340–52.e7. doi: 10.1053/j.gastro.2015.03.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Andrade RJ, Lucena MI, Fernández MC, Pelaez G, Pachkoria K, García-Ruiz E, et al. Drug-induced liver injury: an analysis of 461 incidences submitted to the Spanish registry over a 10-year period. Gastroenterology. 2005;129(2):512–521. doi: 10.1016/j.gastro.2005.05.006. [DOI] [PubMed] [Google Scholar]
- 20.Kaplowitz N. Idiosyncratic drug hepatotoxicity. Nat Rev Drug Discov. 2005;4(6):489–499. doi: 10.1038/nrd1750. [DOI] [PubMed] [Google Scholar]
- 21.Fontana RJ. Pathogenesis of idiosyncratic drug-induced liver injury and clinical perspectives. Gastroenterology. 2014;146(4):914–928. doi: 10.1053/j.gastro.2013.12.032. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Ortega-Alonso A, Andrade RJ. Chronic liver injury induced by drugs and toxins. J Dig Dis. 2018;19(9):514–521. doi: 10.1111/1751-2980.12612. [DOI] [PubMed] [Google Scholar]
- 23.Andrade RJ, Lucena MI, Kaplowitz N, García-Muņoz B, Borraz Y, Pachkoria K, et al. Outcome of acute idiosyncratic drug-induced liver injury: long-term follow-up in a hepatotoxicity registry. Hepatology. 2006;44(6):1581–1588. doi: 10.1002/hep.21424. [DOI] [PubMed] [Google Scholar]
- 24.Fontana RJ, Hayashi PH, Barnhart H, Kleiner DE, Reddy KR, Chalasani N, et al. Persistent liver biochemistry abnormalities are more common in older patients and those with cholestatic drug induced liver injury. Am J Gastroenterol. 2015;110(10):1450–1459. doi: 10.1038/ajg.2015.283. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Tokushige K, Ikejima K, Ono M, Eguchi Y, Kamada Y, Itoh Y, et al. Evidence-based clinical practice guidelines for nonalcoholic fatty liver disease/nonalcoholic steatohepatitis 2020. Hepatol Res. 2021;51(10):1013–1025. doi: 10.1111/hepr.13688. [DOI] [PubMed] [Google Scholar]
- 26.Takikawa H, Murata Y, Horiike N, Fukui H, Onji M. Drug-induced liver injury in Japan: an analysis of 1676 cases between 1997 and 2006. Hepatol Res. 2009;39(5):427–431. doi: 10.1111/j.1872-034X.2008.00486.x. [DOI] [PubMed] [Google Scholar]
- 27.Aiso M, Takikawa H, Tsuji K, Kagawa T, Watanabe M, Tanaka A, et al. Analysis of 307 cases with drug-induced liver injury between 2010 and 2018 in Japan. Hepatol Res. 2019;49(1):105–110. doi: 10.1111/hepr.13288. [DOI] [PubMed] [Google Scholar]
- 28.Danan G, Benichou C. Causality assessment of adverse reactions to drugs—I. A novel method based on the conclusions of international consensus meetings: application to drug-induced liver injuries. J Clin Epidemiol. 1993;46(11):1323–1330. doi: 10.1016/0895-4356(93)90101-6. [DOI] [PubMed] [Google Scholar]
- 29.Benichou C, Danan G, Flahault A. Causality assessment of adverse reactions to drugs—II. An original model for validation of drug causality assessment methods: case reports with positive rechallenge. J Clin Epidemiol. 1993;46(11):1331–1336. doi: 10.1016/0895-4356(93)90102-7. [DOI] [PubMed] [Google Scholar]
- 30.Danan G, Teschke R. RUCAM in drug and herb induced liver injury: the update. Int J Mol Sci. 2015;17(1):14. doi: 10.3390/ijms17010014. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Nakayama N, Oketani M, Kawamura Y, Inao M, Nagoshi S, Fujiwara K, et al. Algorithm to determine the outcome of patients with acute liver failure: a data-mining analysis using decision trees. J Gastroenterol. 2012;47(6):664–677. doi: 10.1007/s00535-012-0529-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Oketani M, Ido A, Nakayama N, Takikawa Y, Naiki T, Yamagishi Y, et al. Etiology and prognosis of fulminant hepatitis and late-onset hepatic failure in Japan: summary of the annual nationwide survey between 2004 and 2009. Hepatol Res. 2013;43(2):97–105. doi: 10.1111/j.1872-034X.2012.01105.x. [DOI] [PubMed] [Google Scholar]
- 33.Nakao M, Nakayama N, Uchida Y, Tomiya T, Ido A, Sakaida I, et al. Nationwide survey for acute liver failure and late-onset hepatic failure in Japan. J Gastroenterol. 2018;53(6):752–769. doi: 10.1007/s00535-017-1394-2. [DOI] [PubMed] [Google Scholar]
- 34.Niu H, Sanabria-Cabrera J, Alvarez-Alvarez I, Robles-Diaz M, Stankevičiūtė S, Aithal GP, et al. Prevention and management of idiosyncratic drug-induced liver injury: systematic review and meta-analysis of randomised clinical trials. Pharmacol Res. 2021;164:105404. doi: 10.1016/j.phrs.2020.105404. [DOI] [PubMed] [Google Scholar]
- 35.Teschke R. Treatment of drug-induced liver injury. Biomedicines. 2022;11(1):15. doi: 10.3390/biomedicines11010015. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Kleiner DE, Berman D. Pathologic changes in ipilimumab-related hepatitis in patients with metastatic melanoma. Dig Dis Sci. 2012;57(8):2233–2240. doi: 10.1007/s10620-012-2140-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Robert C, Schachter J, Long GV, Arance A, Grob JJ, Mortier L, et al. Pembrolizumab versus ipilimumab in advanced melanoma. N Engl J Med. 2015;372(26):2521–2532. doi: 10.1056/NEJMoa1503093. [DOI] [PubMed] [Google Scholar]
- 38.Larkin J, Chiarion-Sileni V, Gonzalez R, Grob JJ, Cowey CL, Lao CD, et al. Combined nivolumab and ipilimumab or monotherapy in untreated melanoma. N Engl J Med. 2015;373(1):23–34. doi: 10.1056/NEJMoa1504030. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Hodi FS, O’Day SJ, McDermott DF, Weber RW, Sosman JA, Haanen JB, et al. Improved survival with ipilimumab in patients with metastatic melanoma. N Engl J Med. 2010;363(8):711–723. doi: 10.1056/NEJMoa1003466. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Ready NE, Ott PA, Hellmann MD, Zugazagoitia J, Hann CL, de Braud F, et al. Nivolumab monotherapy and nivolumab plus ipilimumab in recurrent small cell lung cancer: results from the CheckMate 032 randomized cohort. J Thorac Oncol. 2020;15(3):426–435. doi: 10.1016/j.jtho.2019.10.004. [DOI] [PubMed] [Google Scholar]
- 41.Motzer RJ, Rini BI, McDermott DF, Redman BG, Kuzel TM, Harrison MR, et al. Nivolumab for metastatic renal cell carcinoma: results of a randomized phase II trial. J Clin Oncol. 2015;33(13):1430–1437. doi: 10.1200/JCO.2014.59.0703. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.André T, Shiu KK, Kim TW, Jensen BV, Jensen LH, Punt C, et al. Pembrolizumab in microsatellite-instability-high advanced colorectal cancer. N Engl J Med. 2020;383(23):2207–2218. doi: 10.1056/NEJMoa2017699. [DOI] [PubMed] [Google Scholar]
- 43.Garon EB, Rizvi NA, Hui R, Leighl N, Balmanoukian AS, Eder JP, et al. Pembrolizumab for the treatment of non-small-cell lung cancer. N Engl J Med. 2015;372(21):2018–2028. doi: 10.1056/NEJMoa1501824. [DOI] [PubMed] [Google Scholar]
- 44.Swanson LA, Kassab I, Tsung I, Schneider BJ, Fontana RJ. Liver injury during durvalumab-based immunotherapy is associated with poorer patient survival: a retrospective analysis. Front Oncol. 2022;12:984940. doi: 10.3389/fonc.2022.984940. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Kim KW, Ramaiya NH, Krajewski KM, Jagannathan JP, Tirumani SH, Srivastava A, et al. Ipilimumab associated hepatitis: imaging and clinicopathologic findings. Invest New Drugs. 2013;31(4):1071–1077. doi: 10.1007/s10637-013-9939-6. [DOI] [PubMed] [Google Scholar]
- 46.Kawakami H, Tanizaki J, Tanaka K, Haratani K, Hayashi H, Takeda M, et al. Imaging and clinicopathological features of nivolumab-related cholangitis in patients with non-small cell lung cancer. Invest New Drugs. 2017;35(4):529–536. doi: 10.1007/s10637-017-0453-0. [DOI] [PubMed] [Google Scholar]
- 47.Wang DY, Salem JE, Cohen JV, Chandra S, Menzer C, Ye F, et al. Fatal toxic effects associated with immune checkpoint inhibitors: a systematic review and meta-analysis. JAMA Oncol. 2018;4(12):1721–1728. doi: 10.1001/jamaoncol.2018.3923. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Haanen J, Obeid M, Spain L, Carbonnel F, Wang Y, Robert C, et al. Management of toxicities from immunotherapy: ESMO clinical practice guideline for diagnosis, treatment and follow-up. Ann Oncol. 2022;33(12):1217–1238. doi: 10.1016/j.annonc.2022.10.001. [DOI] [PubMed] [Google Scholar]
- 49.European Association for the Study of the Liver, Clinical Practice Guideline Panel, Panel members, EASL Governing Board representative EASL clinical practice guidelines: drug-induced liver injury. J Hepatol. 2019;70(6):1222–1261. doi: 10.1016/j.jhep.2019.02.014. [DOI] [PubMed] [Google Scholar]
- 50.Brahmer JR, Lacchetti C, Schneider BJ, Atkins MB, Brassil KJ, Caterino JM, et al. Management of immune-related adverse events in patients treated with immune checkpoint inhibitor therapy: American society of clinical oncology clinical practice guideline. J Clin Oncol. 2018;36(17):1714–1768. doi: 10.1200/JCO.2017.77.6385. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Clinton JW, Kiparizoska S, Aggarwal S, Woo S, Davis W, Lewis JH. Drug-induced liver injury: highlights and controversies in the recent literature. Drug Saf. 2021;44(11):1125–1149. doi: 10.1007/s40264-021-01109-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
ALP, alkaline phosphatase; ALT, alanine aminotransferase; DILI, drug-induced liver injury; ULN, upper limit of normal.
Immunostaining for (a) CD3, (b) CD4, (c) CD8, and (d) CD20 in liver specimens are shown.