Noninvasive Preclinical and Clinical Imaging of Liver Transporter Function Relevant to Drug-Induced Liver Injury
Imaging technologies can evaluate many different biological processes in vitro (in cell culture models) and in vivo (in animals and humans), and many are used routinely in investigation of human liver diseases. Some of these methods can help understand liver toxicity caused by drugs in vivo in animals, and drug-induced liver injury (DILI) which arises in susceptible humans. Imaging could aid assessment of the relevance to humans in vivo of toxicity caused by drugs in animals (animal/human translation), plus toxicities observed using in vitro model systems (in vitro/in vivo translation). Technologies and probe substrates for quantitative evaluation of hepatobiliary transporter activities are of particular importance. This is due to the key role played by sinusoidal transporter mediated hepatic uptake in DILI caused by many drugs, plus the strong evidence that inhibition of the hepatic bile salt export pump (BSEP) can initiate DILI. Imaging methods for investigation of these processes are reviewed in this chapter, together with their scientific rationale, and methods of quantitative data analysis. In addition to providing biomarkers for investigation of DILI, such approaches could aid the evaluation of clinically relevant drug–drug interactions mediated via hepatobiliary transporter perturbation.
Key wordsDrug-induced liver injury Drug labelling Causality assessment Hepatotoxicity Hepatobiliary transporters Bile salt export pump Gadoxetate Drug-drug interactions
Many hundreds of different drugs cause liver injury in humans which occurs only infrequently and in certain susceptible individuals, and cannot be anticipated from nonclinical safety studies undertaken in vivo in experimental animals [1, 2]. Hence their ability to cause human drug-induced liver injury (DILI) only starts to be appreciated in Phase 2 or Phase 3 clinical trials, or even post-licensing [2, 3]. The consequences in affected patients may be marked symptomatic liver damage, or even acute liver failure, and currently it is not possible to predict and identify “at risk” patients prior to their exposure to the relevant drugs [1, 2]. Because of this, unexpected “idiosyncratic” human DILI continues to be a leading cause of failed development of new drugs, of withdrawal from use of previously licensed drugs and of cautionary labeling that restricts prescribing [1, 2, 3, 4, 5].
The mechanisms by which drugs cause human idiosyncratic DILI are complex, and involve both drug-related adverse biochemical processes and susceptibility factors specific to susceptible patients [1, 2]. Important drug-related adverse processes which can initiate idiosyncratic DILI include formation of chemically reactive metabolites, injury to mitochondria, and inhibition of the activity of the bile salt export pump (BSEP), which mediates efflux of toxic bile salts from hepatocytes into bile [6, 7, 8]. The susceptibility factors that explain why only some patients develop DILI are less well defined, although it is clear that these can include activation of both innate and adaptive immune responses .
Several of the key drug-related events that initiate idiosyncratic DILI can be quantified using various in vitro assays. These assays can be used during drug discovery, to enable early identification and deselection of compounds with high propensity to cause DILI and other serious adverse reactions [6, 7, 8]. Many different methodologies have been described, and are used routinely in pharmaceutical companies. They are discussed in Chap. 17 of this volume, by Light et al., and can reduce the likelihood that compounds progressed into clinical trials will cause DILI in humans. However, in vitro toxicity assays have several important limitations. The most commonly used in vitro toxicity assays fail to reproduce many of the key molecular events that influence hepatic drug uptake, biotransformation and excretion in vivo. Furthermore, the assays do not reproduce all of the mechanisms by which DILI occurs in vivo. Consequently, the precise relationship between potencies of effects observed in in vitro safety assays and functional consequences that may arise within the liver in vivo, and may result in DILI in susceptible drug exposed humans, remains poorly understood.
One approach which can help to address this important translational gap is medical imaging. Several imaging modalities can measure the hepatic uptake and clearance of probe substrates. Many are well suited to in vivo studies in animals and humans, while others can be utilized in cellular systems in vitro. Mechanistically relevant processes include the transporters that mediate drug uptake into and excretion from the liver, plus BSEP and other hepatobiliary transporters that mediate bile flow. Suitable imaging modalities and probe substrates are reviewed in Sect. 2. Key issues that need to be considered when generating reproducible data and undertaking quantitative analyses of imaging data are discussed in Sect. 3. These include assessing interaction between investigational drugs and the probe substrates used in imaging studies. Some of these interactions provide insight into undesired drug–drug interactions and this aspect is addressed in Sect. 4. An imaging approach to investigate and characterize liver injury with potential to provide novel insight into DILI risk is dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI ) using the contrast agent gadoxetate. This is reviewed in Sect. 5, which discusses the value and limitations of the approach. Finally, challenges and opportunities in using imaging technologies to understand and risk-manage DILI are considered in Sect. 6.
2 Hepatobiliary Imaging Modalities and Tracers
Imaging techniques can measure the appearance of probe substrates in different compartments (blood, hepatocyte, and bile) and, if imaging is repeated with high temporal resolution (the so-called dynamic imaging), then transporter kinetics can be inferred. The added value of spatially resolving the liver signal (as opposed to simply monitoring tracer disappearance from blood) was recognized over 60 years ago , although it is only recently that the uptake and elimination rates or kinetics have been employed to derive absolute kinetic rate constants. Hepatic uptake of drugs is mediated primarily by solute carriers expressed on the sinusoidal plasma membrane domain of hepatocytes and is an essential first step before DILI can be initiated. Consequently, data provided by imaging technologies which provide quantitative insights into hepatic uptake transporter kinetics has the potential to improve interpretation of the in vivo DILI relevance of in vitro toxicity assay data, which currently poses a major challenge (e.g., see Chaps. 6, 8, and 17). In addition, inhibition of the activity of the biliary efflux transporter BSEP plays a direct role in the mechanism by which numerous drugs can initiate DILI, while upregulation of the activity of other biliary efflux transporters plays an important hepatoprotective role in response to BSEP inhibition by drugs  (see also Chap. 15). Furthermore, a recent genetic analysis undertaken in a Chinese patient cohort has revealed an association between genetic variants in the gene encoding BSEP (ABCB11) and cholestatic liver injury caused by treatment for between 6 and 9 months with antituberculous drugs (a combination of isoniazid, rifampicin, pyrazinamide, ethambutol, and/or streptomycin) . Hence imaging methods that enable direct quantitative evaluation of drug-induced hepatic uptake and efflux transporter kinetics in vivo, and can be used to investigate perturbation of transporter function following administration of test drugs, have the potential to improve understanding of DILI mechanisms, and of DILI risk.
Imaging modalities used in liver transporter research in rats and humans 
Typical region electromagnetic spectruma
Typical spatial resolution/mm (human liver; rat liver)
Magnetic resonance imaging (MRI)
2 × 2 × 4; 0.2 × 0.2 × 2
Fluorescence or optoacoustic
–; 1 × 1
Radiography and X-ray computed tomography (CT)
1 × 1 × 1; 0.1 × 0.1 × 0.1
Scintigraphy and single-photon emission computed tomography (SPECT)
5 × 5 × 5; 0.5 × 0.5 × 0.5
Positron emission tomography (PET)
2 × 2 × 2
Each modality exploits the different chemistry of the probe substances it detects . Nuclear medicine modalities, i.e., positron emission tomography (PET ) and single-photon emission computed tomography (SPECT )/scintigraphy, detect trace (subnanomolar) amounts of a substance radiolabeled with an isotope possessing a particular emission characteristic. SPECT studies detect gamma-emitting isotopes such as technetium-99m (t½ = 6 h) or iodine-123 (t½ = 13 h). PET studies detect positron-emitting isotopes such as carbon-11 (t½ = 20 min) or fluorine-18 (t½ = 110 min). CT and X-radiography can detect high micromolar or millimolar amounts of a heavy atom such as iodine in organoiodine contrast agents. MR can detect high micromolar or millimolar amounts of substances which accelerate the nuclear magnetic relaxation of water protons, such as gadolinium-chelate contrast agents. Fluorescence or optoacoustic imaging detects chromophores that emit visible or near-infrared light when excited by light of a specific wavelength. A final imaging modality, ultrasound, will not be discussed further as, although it is used clinically to evaluate hepatobiliary structures, there are no known chemistries that could generate hepatobiliary tracers suitable for ultrasound studies.
Imaging tracers and contrast agents which are liver transporter substrates
Modality: Chemical class
Currently used in man
Investigational or formerly used
MRI: Gadolinium chelate
Gadoxetate (Primovist, Eovist)
Bromosulfophthalein; tauro-nor-THCA-24-DBD; 5-chloromethylfluorescein diacetate; chloromethylfluorescein; dichlorofluorescein
Bunamiodyl; iobenzamic acid;iocetamic acid; iopanoic acid; ipodic acid; iophenoxic acid; iopronic acid; tyropanote; iosumetic acid; phenobutiodil; RCK-136
Iodoxamate; ioglycamic acid; iosefamate; iosulamide
SPECT: 99mTc iminodiacetic acid conjugates
[99mTc]arclofenin; [99mTc]bultifenin; [99mTc]etifenin; [99mTc]galtifenin; [99mTc]iprofenin; [99mTc]lidofenin
[131I]iodipamide; [123I]iodoxamate; [131I]ipodate; [131I]ioglycamate; [131I]rose bengal
SPECT: 99mTc pyridoxal derivative
PET: [11C]-labeled therapeutic drug or metabolite
[11C]dehydropravastatin; [11C]erlotinib; [11C]metformin; [11C]rosuvastatin; [11C]SC-62807; [11C]telmisartan; [11C](15R)-16-m-tolyl-17,18,19,20-tetranorisocarbacyclin methyl ester
PET: [11C]-labeled bile acid derivative
N-[Methyl-11C]cholylsarcosine; N-[methyl-11C]taurocholic acid; N-[methyl-11C]taurolithocholic acid; N-[methyl-11C]tauroursodeoxycholic acid
Few of the reported tracers and contrast agents are currently marketed. Others are or were investigational, or were formerly marketed then withdrawn (Table 2). From the perspective of an investigator planning a clinical imaging study on transporter function, a marketed agent is much more appealing than an investigational or withdrawn agent. The former (such as gadoxetate or mebrofenin) can be sourced readily from the pharmacy: ethical review would note off-label use of an approved medicinal product (with due consideration of radiation dose and other potential harms). On the other hand, use of a nonapproved agent (such as gadocoletic acid or arclofenin) would introduce many complications, requiring an IND (investigational new drug) application and establishing production according to Good Manufacturing Practice. It is for this reason that gadoxetate is of particular interest.
2.1 Radiography and CT
Radiography and CT have been used clinically to evaluate the hepatobiliary system, employing contrast agents that assess hepatocyte function. The contrast agents for radiography and CT incorporate one or two triiodophenyl moieties, providing respectively three or six heavy atoms (i.e., nonradioactive 127I) per molecule. Many such agents have been developed and marketed (see Table 2) in multiple jurisdictions, for cholangiography and cholecystography. These include iodipamide [19, 20, 21] and iotroxate . These agents are cleared via the biliary system and, although there were early studies of transport of ipodate, iodipamide , and bunamiodyl , the clearance of biliary CT agents remains poorly understood  and does not yet provide specific information on liver transporters; rather, these tracers are used primarily for gross assessment of the biliary tract. Most have now been withdrawn from the market because of nephrotoxicity or lack of demand. However, iodipamide  and iotroxate  are still marketed in some jurisdictions.
Several gadolinium chelates have been rationally designed for liver MRI. These agents are detected in MRI because they are effective at enhancing the nuclear magnetic relaxation of water protons, i.e., they have high relaxivity.
Gadoxetate  and gadobenate , which undergo partial hepatocyte-mediated elimination, are approved for use in multiple jurisdictions. Gadoxetate is FDA-approved for detection and characterization of focal liver lesions and exhibits high biliary clearance. Gadoxetate also has affinity for various liver transporters in multiple species (human OATP1B1, OATP1B3, MRP2, and NTCP; rat OATP1a1, Mrp2, Mrp3, and Oatp1A2) [29, 30, 31, 32], and has been used preclinically and clinically to investigate liver transporter dysfunction or inhibition that may decrease hepatobiliary function or cause cholestatic injury [32, 33]. This area of research is developing rapidly and is discussed further in Sect. 4.
Mangafodipir, a manganese chelate, was previously used for detection of liver lesions: it releases Mn2+ which is taken up by functioning hepatocytes [34, 35] through calcium channels, although the exact transporters and channels are not known. It is no longer marketed.
2.3 Scintigraphy and SPECT
Fortuitously, iodine has several radioactive isotopes suitable for scintigraphy/SPECT (iodine-123, and formerly iodine-131 which is no longer used to high β radiation) or PET (iodine-124). Several of the triiodophenyl-based radiographic contrast media have also been synthesized with radioiodine for nuclear medicine: indeed, the first imaging agent used for hepatobiliary function was [131I]rose bengal . Use of SPECT or PET rather than CT is advantageous, as the high doses of contrast agent required for CT/radiography may be nephrotoxic, while PET and SPECT tracers are used at much lower doses and hence incur no risk beyond the ionizing radiation. Subsequently, 99mTc-chelate-based cholescintigraphy tracers were rationally designed . The most important series incorporates an iminodiacetic acid 99mTc-chelate . Of these, [99mTc]mebrofenin  and disofenin  are marketed in some jurisdictions. An alternative technetium chelate chemistry uses pyridoxal derivatives : [99mTc]N-pyridoxyl-5-methyltryptophan ([99mTc]PMT) [40, 41] is used clinically in Japan. Human hepatic uptake of [99mTc]PMT is mediated by OATP1B1 and OATP1B3, while its efflux into bile is via MDR1 and MRP2 . [99mTc]mebrofenin is used in assessment of liver function and functional liver volume before and after surgery and has also been used to investigate hepatobiliary transporter dysfunction in vitro and in vivo [43, 44]. [99mTc]mebrofenin is almost exclusively taken up into the liver by OATP1B1 and OATP1B3 and is excreted into the bile primarily by MRP2 [44, 45, 46].
[99mTc]sestamibi is marketed in several jurisdictions for assessment of myocardial function, and also has been used in vitro to study basolateral efflux . [99mTc]sestamibi likely enters hepatocytes passively and undergoes partial fecal clearance, as efflux is modulated by hepatocyte P-gp and the tracer undergoes preferential basolateral efflux into the bile. [99mTc]galactosyl-human serum albumin is also used in Japan [17, 47] to assess liver function, but is not a known transporter substrate.
Gadolinium has a gamma-emitting isotope (gadolinium-153), so gadolinium-chelates can be detected using scintigraphy/SPECT , although the rather long half-life of this isotope (t½ = 270 d) restricts its use to animal studies .
More recently, specific transporter-targeted positron-emitting tracers have been synthesized and used in animals or man, with particular emphasis on hepatobiliary transporters, although none has yet gained regulatory approval for use as a diagnostic product. Several of these (Table 2) are carbon-11 versions of small molecule drugs or drug metabolites which are known liver transporter substrates (e.g., erlotinib ; metformin , rosuvastatin , dehydropravastatin , telmisartan , and celecoxib metabolite ). 11C-labeled bile acid derivatives have also been synthesised, such as [11C]cholylsarcosine [55, 56, 57]; these have been used to investigate the kinetics of hepatobiliary tracer uptake and secretion in healthy pigs and humans in vivo, and to quantify perturbations that occur in patients with cholestasis.
Fluorescent tracers offer the ability to image hepatobiliary processes at a cellular resolution and in real time, thereby granting opportunities to gain insights into detailed mechanistic perturbations of drugs on a high throughput level. Therefore they are well suited to in vitro studies of isolated cells or cell aggregates that can be imaged directly, although in general they are not appropriate for in vivo studies of cells within the liver or other internal organs. Methodologically, direct immunofluorescent antibody-based imaging of multiple transporters can answer whether the total amount of protein or localization (e.g., downregulation or receptor internalization) has occurred (e.g., [58, 59]), whereas studies undertaken with fluorescein analogues and fluorescently tagged bile acid derivative probes enable kinetic measures of uptake and efflux transport rates.
Each fluorescent probe has its own characteristic transporter substrate affinity, which may vary depending on the species and complexity of the transport system that is investigated. Cholyl-lysyl-fluorescein (CLF), a bile acid analogue, is a particularly widely used probe, with data that have spanned in vitro and in vivo studies involving both animals and humans. CLF is an OATP1B3, MRP2, and MRP3 substrate . Measurement of drug inhibition of CLF transport has been used to discern cholestatic mechanisms [61, 62], and a positive association has been demonstrated between cholestatic DILI in humans and inhibition of apical CLF efflux from rat hepatocytes in sandwich culture . Moreover, CLF has been shown to have 100% sensitivity when used to detect liver cirrhosis in patient cohorts [64, 65].
Additional fluorescent substrates have also been developed for examining specific uptake and efflux transporter routes. Sodium fluorescein is an OATP1B1, OATP1B3, and MRP2 substrate and has been used effectively in vivo to study impaired hepatic transport in animals . Similarly, a fluorescent bile acid derivative (N-(24-[7-(4-N,N-dimethylaminosulfonyl-2,1,3-benzoxadiazole)]amino-3α,7α,12α-trihydroxy-27-nor-5β-cholestan-26-oyl)-2′-aminoethanesulfonate ) may be used to investigate NTCP-mediated uptake in both primary rat and human hepatocyte suspensions, and apical efflux from hepatocytes cultures in sandwich configuration which is presumed to be mediated by BSEP . 5-Chloromethyl-fluorescein diacetate, a fluorescein analog, is an example of a reagent that can freely diffuse into hepatocytes and is then metabolized to glutathione methylfluorescein, a cell-impermeant fluorescent product and Mrp2 substrate . Finally, 5-(and 6)-carboxy-2′,7′-dichlorofluorescein has been used to quantify Mrp2 efflux from primary rat hepatocytes cultured in sandwich configuration, and inhibition of this process by drugs and their metabolites . Interestingly, such reagents can also be used alone or in combination with bright field time course imaging to study the dilation and constriction dynamics of the bile canaliculi, which have recently been shown to be altered by cholestatic drugs .
Indocyanine Green (ICG) is transported by OATP1B3 and NTCP , and is established for estimating global liver function. Feng et al.  demonstrated improved accuracy of predicting 3-month mortality in acute liver failure patients, using a combination of ICG clearance measured with a pulse spectrometer and the model-for-end-stage liver disease (MELD) score, when compared to conventional scores. Subsequently, this result was extrapolated further to develop a human ex vivo model for acetaminophen-induced liver injury, in which ICG clearance was used as the outcome measure . While probes that are more specific for liver transporter dysfunction have been reported, ICG is still used relatively routinely and has been approved for in vivo measurement of human hepatic function .
3 Quantitative Analyses of Hepatic Imaging Data
3.1 Absolute Quantification of Hepatocellular Transporter Expression with Dynamic Imaging
Imaging approaches to quantifying transporter expression follow the principles of standard pharmacokinetic measurements . A suitable probe indicator (Sect. 2) is injected into the bloodstream and its concentration “c” in a tissue of interest is measured as a function of time “t” (min). The temporal structure of these concentration-time profiles is then interpreted using kinetic models of the motion of indicator molecules through tissue compartments (blood, interstitium, cells, bile, etc.).
Two different types of parameter can be derived from such dynamic imaging experiments [75, 76]. The distribution volumes “v” (ml/g) measure the space (ml) occupied by the indicator inside the compartments in a unit (g) of tissue (examples are plasma, interstitial, and intracellular distribution volumes). The transfer constants “k” (ml/min/g) measure the indicator flux (mmol/min/g) out of a compartment per unit concentration “c” (mM). For instance, if ci is the indicator concentration in the interstitium, then the indicator flux from interstitium to intracellular space is khici. Physiologically, khi is the volume of interstitial fluid (ml) in a unit of tissue (g) that is cleared of indicator in a minute. At the low concentrations that are used in imaging experiments it is assumed that the transfer constants are not concentration-dependent (linearity). Other parameters can be derived from the transfer constants, such as the hepatic extraction fraction (%), i.e., the percentage of indicator molecules that is extracted from the blood stream in one pass through the liver .
An accurate measurement requires at least two different concentration-time curves. One is the tissue concentration c(t), which may be measured over the entire liver, an individual lobe, a liver segment, a smaller region within a segment or even a single imaging voxel (=3D pixel). The second curve, the input function, is measured in the arterial or portal venous inlet to the liver. Input functions are required as a reference to eliminate effects of systemic changes in the circulation, or differences in the way the tracer is injected. In measurements that also target perfusion, arterial and portal venous input functions are both required to separate out their individual contributions. In some cases outlet data are needed—in particular for indicators that are excreted from hepatocytes through biliary and interstitial routes.
The technical details of the image acquisition have a strong effect on parameter accuracy, but choosing the right approach involves trade-offs between accuracy, precision, practicality and cost. For instance, at higher sampling rates more rapid processes can be resolved, but this comes at a cost of image resolution and organ coverage. Equivalently, very long data collections (>45 min) are required to characterize slow processes such as biliary excretion, but this has significant implications on patient comfort and scan costs. Another important consideration in the liver is to minimize the effect of breathing motion, which is detrimental to image quality . The best compromise depends critically on the exact purpose of the measurement and requires careful application-specific optimization.
3.2 Semiquantitative Imaging Analysis
Clinical evaluation of gadoxetate-enhanced MRI is based on evaluation of imaging features such as observation size, presence of arterial phase hyper- versus hypo- or iso-enhancement, washout appearance, capsule appearance, and threshold growth . Quantitation of the disposition of the contrast agent can be undertaken by calculation of maximum relative enhancement (RE) when compared with pre-contrast images  and measurement of area under the curve (AUC) of the liver enhancement. In addition, curve fitting of the intensity profile in the liver after a bolus injection of contrast agent enables estimation of kinetic parameters which include rate of hepatic wash-in and wash-out, and hepatic extraction fraction . These descriptive analysis techniques can exhibit good signal-to-noise ratio and low variance at individual sites in comparison to the compartmental modeling techniques described in the previous section. However, the results often display a greater dependence on experimental parameters, making comparisons between sites difficult and they lack direct relationship to transporter function that can provide additional and useful insights into pharmacologically and toxicologically relevant effects which otherwise may be difficult to obtain. For example, inhibition of hepatobiliary efflux transporters at the apical plasma membrane domain of hepatocytes membrane may lead to changes in drug exposure in the hepatocyte that have potential toxicological significance, but result only in minor changes in drug plasma exposure  (see also next section).
4 Hepatobiliary Transporter Mediated Drug–Drug Interactions
Hepatocytes express a range of transporter proteins mediating either active uptake of drugs/endogenous compounds from the blood (e.g., OATP1B1, which is expressed on the basolateral plasma membrane domain) or their active secretion into the bile (e.g., BCRP, expressed on the apical plasma membrane domain) [82, 83]. Characterization of drug transporters in the liver (also in the intestine, kidney and brain) and their effect on drug pharmacokinetics and drug–drug interaction (DDI) risk is now an integral part of drug development, and is required by regulatory agencies [84, 85, 86]. P-gp (MDR1/ABCB1), BCRP, OATP1B1, OATP1B3, OAT1, OAT3, and OCT2 are currently identified as key transporters for screening in drug development, with increased recognition of the clinical relevance of other transporters (e.g., MATE, BSEP, and OATP2B1) [87, 88]. Increasingly, clinical evidence raises concerns about transporter-mediated DDIs, where changes in drug exposure in blood or plasma (commonly used as metric) may not be reflective of the changes in the tissue/cellular drug exposure (local DDI) that may have consequences on drug safety and efficacy. For example, modulation of OCT/MATE transporters has resulted in minimal or no changes in metformin systemic exposure in a number of cases, yet modified glucose lowering effect was reported (which was attributed to modified liver exposure to metformin) .
In all the cases above, quantification of drug exposure in the liver (and other tissues) is crucial to support modeling and simulation efforts. Emerging data on tissue concentrations obtained by advanced imaging methods [33, 99], in conjunction with mechanistic PBPK modeling, is envisaged as a powerful tool to improve predictability and understanding of implications of transporter-mediated tissue distribution and interactions.
5 Liver Imaging with Gadoxetate
5.1 Current Clinical Use of Gadoxetate in Liver Disease Diagnosis
The disodium salt of gadoxetic acid (gadoxetate, gadolinium-ethoxybenzyl-diethylenetriaminepentaacetic acid, SH L569 B, Gd-EOB-DTPA) is marketed by Bayer as Primovist® in Europe and Japan and as Eovist® in the USA and has been clinically approved as a liver-specific contrast agent for detection of focal liver lesions by magnetic resonance imaging. Gadoxetate exhibits a favorable safety profile [29, 100, 101, 102, 103, 104]. It has been demonstrated that gadoxetate does not trigger nephrogenic systemic fibrosis (NSF ), even in the presence of moderate to severe renal impairment [105, 106], as a result of its dual excretion pathway. Recently, trace amounts of gadolinium have been detected in the brain of patients after several injections of the linear gadolinium-containing contrast agents gadodiamide, gadopentetate dimeglumine, gadobenate dimeglumine, and gadoversetamide. For gadoxetate, one report has indicated a correlation between the number of prior gadoxetate administrations and increase signal on nonenhanced T1-weighted images in the dentate nucleus , while a second report did not find such a correlation . Currently it is not known whether persistence of gadolinium in the brain following therapeutic administration of contrast agents is associated with adverse health consequences.
Gadoxetate combines the well-established imaging characteristics of extracellular nonspecific gadolinium contrast agents during dynamic phases with further imaging information during the hepatobiliary disposition phase. This enables enhanced detection, classification and characterization of focal liver lesions, as well as improved assessment of liver function in diffuse liver diseases. Gadoxetate-enhanced liver MRI is most commonly used for clinical diagnosis of hepatocellular carcinoma, classification of focal liver lesions and cirrhotic nodules , but also is used in a large number of further conditions . The possibility to distinguish between benign and malignant liver tumors, due to differences in accumulation of gadoxetate in hepatocytes, allows imaging based formulation of the therapeutic strategy [110, 111]. For instance, hemangiomas and focal nodular hyperplasia do not require any therapeutic intervention, whereas adenomas possess a risk for malignant transformation, and therefore require treatment . Dynamic hepatocyte contrast enhanced MRI is a valuable tool for the assessment of liver volume and liver functional capacity in patients with primary sclerosing cholangitis . Gadoxetate uptake and enhancement in patients with diffuse chronic liver disease is generally lower than in healthy individuals, due to differences in transporter number or activity. Therefore it allows differentiation between two subgroups of nonalcoholic fatty liver disease, plus between simple steatosis and nonalcoholic steatohepatitis ; and also can be used for assessment and staging of fibrosis  and cirrhosis , as well as in predicting liver transplant graft survival . In addition, gadoxetate enhanced MR imaging together with T2-weighted MR cholangiography may be a useful tool in providing information about the biliary system, like biliary injury, bile duct obstruction, diagnosis of cholecystitis, and differentiation of biliary from extrabiliary lesions [117, 118].
Hepatocellular uptake of gadoxetate from blood is mediated in humans by the sinusoidal solute carriers OATP1B1, OATP1B3, and NTCP . Its active secretion into bile in rats is via the apical transporter Mrp2  and it is presumed that the human ortholog (MRP2) mediates its biliary excretion in humans. The extensive biliary clearance of gadoxetate (healthy human: 50% of administered dose ) facilitates its use for evaluation of hepatobiliary transporter inhibition by drugs as a DILI risk factor [32, 33]. This aspect is discussed further in the next section. In addition, gadoxetate-enhanced MRI was successful in prediction of hyperbilirubinemia which occurred during treatment of hepatitis C patients with a triple therapy of simeprevir, pegylated interferon plus ribavirin . Simeprevir is a substrate of the same transporters for hepatic uptake and excretion as gadoxetate . In rats, a transient impairment of bile flow induced with a single dose of estradiol-17β d-glucuronide was associated with a sixfold decrease in gadoxetate elimination rate . Prednisolone, doxorubicin hydrochloride, cisplatin, and propranolol hydrochloride can lead to a slight but significant increase in the hepatic MRI enhancement observed following administration of gadoxetate to rats, most likely due to the longer retention of the contrast agent in hepatocytes because of its competition with these drugs for biliary excretion into the bile duct .
5.2 Effects on Gadoxetate Hepatic Clearance of an Investigational Drug Which Cause DILI in Rats
The investigational drug used in these studies  is a chemokine receptor antagonist (CKA) whose intended clinical use was in the treatment of systemic inflammatory diseases. Livers from rats dosed orally with the compound for 7 days exhibited dose dependent centrilobular degeneration and necrosis, which was accompanied by neutrophil infiltration and associate sinusoidal congestion. These abnormalities in liver histopathology were accompanied by marked elevations in plasma levels of alanine aminotransferase activity, bilirubin and bile acids, which also exhibited clear dose dependency. In vitro studies revealed that the CKA was a potent inhibitor of human OATP1B1 (IC50 <3 μM), plus a less potent inhibitor of both rat Mrp2 (IC50 69 μM) and rat BSEP (IC50 130 μM).
These findings suggest that gadoxetate DCE-MRI can characterize functional consequences in vivo of compounds that perturb hepatobiliary transporters. Furthermore, since gadoxetate is already used clinically to aid the assessment and management of liver disease in patients, this may be a translatable biomarker that can aid human risk assessment of new investigational drugs during clinical trials .
6 Future Opportunities and Challenges
Many different imaging methodologies and probe substrates have been used to explore processes in the liver that may be relevant to DILI. These methods could provide important additional tools to detect and investigate DILI, and to gain new insight into underlying mechanisms and susceptibility factors.
An especially promising method is gadoxetate DCE-MRI . This is due to the current widespread use of MRI in human liver disease diagnosis and management, plus the very promising data already obtained in rats dosed with an investigational drug that inhibited several hepatobiliary transporters and caused liver injury  (see Sect. 5). Nonetheless, substantial further work is required to develop and validate the use of gadoxetate DCE-MRI for DILI risk assessment in animals, and also as a translational biomarker technology that can be used during clinical trials. It is intended that the necessary additional work will be undertaken as part of the TRISTAN project, which is a large collaborative public-private partnership that is cofunded jointly by the European Union and industry via the Innovative Medicines Initiative . The TRISTAN project will also investigate the potential value of gadoxetate DCE-MRI for the assessment of undesired and clinically important drug–drug interactions that occur via hepatobiliary transporter perturbations (see Sect. 4).
A limitation of gadoxetate DCE-MRI is that, since gadoxetate is not transported by BSEP, it does not enable direct investigation of drug-induced inhibition of BSEP activity, which is considered to play an important role in DILI caused by many drugs . Other probe substrates that are transported by BSEP, and ideally are BSEP-specific, are needed. The chemistries described in Sect. 2 might provide compounds suitable for this purpose. Imaging studies undertaken using a BSEP probe substrate could improve our understanding the in vivo significance of in vitro BSEP inhibition data, and in particular the relationship between BSEP inhibition and DILI.
The present chapter covers hepatobiliary transporter interactions, and their role in DILI and drug–drug interactions. Imaging probes and technologies that evaluate other processes relevant to DILI would be complementary. Processes meriting particular attention include oxidative stress and inflammation, in view of their known role in DILI pathogenesis [1, 9].
Preparation of this chapter was funded by the Innovative Medicines Initiative 2 Joint Undertaking, Grant Agreement number 116106-IB4SD-TRISTAN.
- 7.Thompson RA, Isin EM, Li Y, Weidolf L, Page K, Wilson I, Swallow S, Middleton B, Stahl S, Foster AJ, Dolgos H, Weaver R, Kenna JG (2012) In vitro approach to assess the potential for risk of idiosyncratic adverse reactions caused by candidate drugs. Chem Res Toxicol 25:1616–1632Google Scholar
- 12.Chen R, Wang J, Tang S, Zhang Y, Lv X, Wu S, Yang Z, Xia Y, Chen D, Zhan S (2016) Role of polymorphic bile salt export pump (BSEP, ABCB11) transporters in anti-tuberculosis drug-induced liver injury in a Chinese cohort. Sci Rep 6:27750. https://doi.org/10.1038/srep27750 CrossRefPubMedPubMedCentralGoogle Scholar
- 13.Flower MA (2012) Webb’s physics of medical imaging, 2nd edn. CRC, UK. ISBN: 9780750305730Google Scholar
- 22.Cabada Giadás T, Sarría Octavio de Toledo L, Martínez-Berganza Asensio MT, Cozcolluela Cabrejas R, Alberdi Ibáñez I, Alvarez López A, García-Asensio S (2002) Helical CT cholangiography in the evaluation of the biliary tract: application to the diagnosis of choledocholithiasis. Abdom Imaging 27:61–70CrossRefPubMedGoogle Scholar
- 25.FDA (2015) NDA 09-321; Cholografin® Meglumine (Iodipamide Meglumine Injection USP 52%). http://www.accessdata.fda.gov/drugsatfda_docs/label/2015/009321s028lbl.pdf. Accessed 4 April 2017
- 26.Bayer (2007) Product information Biliscopin® for infusion. http://www.bayerresources.com.au/resources/uploads/PI/file9317.pdf. Accessed 4 April 2017
- 27.MHRA (2016) Summary of product characteristics: Primovist 0.25 mmol/ml, solution for injection, prefilled syringe https://www.medicines.org.uk/emc/medicine/15927. Accessed 4 April 2017
- 28.FDA (2013) Highlights of prescribing information MultiHance (gadobenate dimeglumine) injection. https://www.accessdata.fda.gov/drugsatfda_docs/label/2013/021357s013,021358s012lbl.pdf. Accessed 4 April 2017
- 31.Jia J, Puls D, Oswald S, Jedlitschky G, Kühn JP, Weitschies W, Hosten N, Siegmund W, Keiser M (2014) Characterization of the intestinal and hepatic uptake/efflux transport of the magnetic resonance imaging contrast agent gadolinium-ethoxylbenzyl-diethylenetriamine-pentaacetic acid. Investig Radiol 49(2):78–86CrossRefGoogle Scholar
- 32.Georgiou L, Penny J, Nicholls G, Woodhouse N, Blé F-X, Hubbard Cristinacce PL, Naish JH (2017) Quantitative assessment of liver function using Gadoxetate-enhanced magnetic resonance imaging: monitoring transporter-mediated processes in healthy volunteers. Investig Radiol 52:111–119CrossRefGoogle Scholar
- 36.Nunn AD, Loberg MD (1981) Hepatobiliary agents. In: Spencer RD (ed) Radiopharmaceuticals: structure activity relationships. Grune & Stratton, New YorkGoogle Scholar
- 37.Bracco (2014) Choletec® kit for the preparation of technetium Tc 99m mebrofenin. http://imaging.bracco.com/sites/braccoimaging.com/files/technica_sheet_pdf/Choletec Prescribing Information.pdf. Accessed 4 April 2017
- 38.Pharmalucence (2008) Hepatolite® kit for the preparation of technetium Tc99m disofenin for injection. http://www.pharmalucence.com/images/HepatoliteInsert.pdf. Accessed 4 April 2017
- 42.Kobayashi M, Nakanishi T, Nishi K, Higaki Y, Okudaira H, Ono M, Tsujiuchi T, Mizutani A, Nishii R, Tamai I, Arano Y, Kawai K (2014) Transport mechanisms of hepatic uptake and bile excretion in clinical hepatobiliary scintigraphy with 99mTc-N-pyridoxyl-5-methyltryptophan. Nucl Med Biol 41:338–342. https://doi.org/10.1016/j.nucmedbio.2014.01.004 CrossRefPubMedGoogle Scholar
- 44.Neyt S, Huisman MT, Vanhove C, De Man H, Vliegen M, Moerman L, Dumolyn C, Mannens G, De Vos F (2013) In vivo visualization and quantification of (disturbed) Oatp-mediated hepatic uptake and Mrp2-mediated biliary excretion of 99mTc-mebrofenin in mice. J Nucl Med 54:624–630CrossRefPubMedGoogle Scholar
- 50.Hume WE, Shingaki T, Takashima T, Hashizume Y, Okauchi T, Katayama Y, Hayashinaka E, Wada Y, Kusuhara H, Sugiyama Y, Watanabe Y (2013) The synthesis and biodistribution of [11C]metformin as a PET probe to study hepatobiliary transport mediated by the multi-drug and toxin extrusion transporter 1 (MATE1) in vivo. Bioorg Med Chem 21:7584–7590CrossRefPubMedGoogle Scholar
- 52.Shingaki T, Takashima T, Ijuin R, Zhang X, Onoue T, Katayama Y, Okauchi T, Hayashinaka E, Cui Y, Wada Y, Suzuki M, Maeda K, Kusuhara H, Sugiyama Y, Watanabe Y (2013) Evaluation of Oatp and Mrp2 activities in Hepatobiliary excretion using newly developed positron emission tomography tracer [11C]dehydropravastatin in rats. J Pharmacol Exp Ther 347:193–202CrossRefPubMedGoogle Scholar
- 54.Takashima-Hirano M, Takashima T, Katayama Y, Wada Y, Sugiyama Y, Watanabe Y, Doi H, Suzuki M (2011) Efficient sequential synthesis of PET probes of the COX-2 inhibitor [11C]celecoxib and its major metabolite [11C]SC-62807 and in vivo PET evaluation. Bioorg Med Chem 19:2997–3004CrossRefPubMedGoogle Scholar
- 57.Ørntoft NW, Munk OL, Frisch K, Ott P, Keiding S, Sørensen M (2017) Hepatobiliary transport kinetics of the conjugated bile acid tracer 11C-CSar quantified in healthy humans and patients by positron emission tomography (PET). J Hepatol S0168-8278(17):30120–30124Google Scholar
- 59.Hammad S, Hoehme S, Friebel A, von Recklinghausen I, Othman A, Begher-Tibbe B, Reif R, Godoy P, Johann T, Vartak A, Golka K, Bucur PO, Vibert E, Marchan R, Christ B, Dooley S, Meyer C, Ilkavets I, Dahmen U, Dirsch O, Böttger J, Gebhardt R, Drasdo D, Hengstler JG (2014) Protocols for staining of bile canalicular and sinusoidal networks of human, mouse and pig livers, three-dimensional reconstruction and quantification of tissue microarchitecture by image processing and analysis. Arch Toxicol 88:1161–1183CrossRefPubMedPubMedCentralGoogle Scholar
- 76.Juluru K, Talal AH, Yantiss RK, Spincemaille P, Weidman EK, Giambrone AE, Jalili S, Sourbron SP, Dyke JP (2017) Diagnostic accuracy of intracellular uptake rates calculated using dynamic Gd-EOB-DTPA-enhanced MRI for hepatic fibrosis stage. J Magn Reson Imaging 45:1177–1185CrossRefPubMedGoogle Scholar
- 77.Lagadec M, Doblas S, Giraudeau C, Ronot M, Lambert SA, Fasseu M, Paradis V, Moreau R, Pastor CM, Vilgrain V, Daire JL, Van Beers BE (2015) Advanced fibrosis: correlation between pharmacokinetic parameters at dynamic gadoxetate-enhanced MR imaging and hepatocyte organic anion transporter expression in rat liver. Radiology 274:379–386CrossRefPubMedGoogle Scholar
- 79.Liver Imaging Reporting and Data System (LI-RADS). American College of Radiology website. www.acr.org/Quality-Safety/Resources/LIRADS. Accessed 1 April 2013. http://www.ajronline.org/doi/full/10.2214/AJR.12.9491
- 82.Chu X, Korzekwa K, Elsby R, Fenner K, Galetin A, Lai Y, Matsson P, Moss A, Nagar S, Rosania GR, Bai JP, Polli JW, Sugiyama Y, Brouwer KL, International Transporter Consortium (2013) Intracellular drug concentrations and transporters: measurement, modeling and implications in the liver. Clin Pharmacol Ther 94:126–141CrossRefPubMedPubMedCentralGoogle Scholar
- 83.International Transporter Consortium, Giacomini KM, Huang SM, Tweedie DJ, Benet LZ, Brouwer KL, Chu X, Dahlin A, Evers R, Fischer V, Hillgren KM, Hoffmaster KA, Ishikawa T, Keppler D, Kim RB, Lee CA, Niemi M, Polli JW, Sugiyama Y, Swaan PW, Ware JA, Wright SH, Yee SW, Zamek-Gliszczynski MJ, Zhang L (2010) Membrane transporters in drug development. Nat Rev Drug Discov 9:215–236CrossRefGoogle Scholar
- 84.FDA (2012) FDA Guidance for industry 2012, drug interaction studies—study design, data analysis, implications for dosing, and labeling recommendations. https://www.fda.gov/downloads/Drugs/Guidances/ucm292362.pdf
- 86.European Medicines Agency (2012) Guideline on the investigation of drug interactions. EMA website [online]: http://www.ema.europa.eu
- 88.Hibma JE, Zur AA, Castro RA, Wittwer MB, Keizer RJ, Yee SW, Goswami S, Stocker SL, Zhang X, Huang Y, Brett CM, Savic RM, Giacomini KM (2016) The effect of famotidine, a MATE1-selective inhibitor, on the pharmacokinetics and pharmacodynamics of metformin. Clin Pharmacokinet 55:711–721CrossRefPubMedPubMedCentralGoogle Scholar
- 90.Vivares A, Salle-Lefort S, Arabeyre-Fabre C, Ngo R, Penarier G, Bremond M, Moliner P, Gallas JF, Fabre G, Klieber S (2015) Morphological behaviour and metabolic capacity of cryopreserved human primary hepatocytes cultivated in a perfused multiwell device. Xenobiotica 45:29–44CrossRefPubMedGoogle Scholar
- 93.Zamek-Gliszczynski MJ, Lee CA, Poirier A, Bentz J, Chu X, Ellens H, Ishikawa T, Jamei M, Kalvass JC, Nagar S, Pang KS, Korzekwa K, Swaan PW, Taub ME, Zhao P, Galetin A, International Transporter Consortium (2013) ITC recommendations on transporter kinetic parameter estimation and translational Modeling of transport-mediated PK and DDIs in humans. Clin Pharmacol Ther 94:64–79CrossRefPubMedPubMedCentralGoogle Scholar
- 94.Jones HM, Barton HA, Lai Y, Bi YA, Kimoto E, Kempshall S, Tate SC, El-Kattan A, Houston JB, Galetin A, Fenner KS (2012) Mechanistic pharmacokinetic modeling for the prediction of transporter-mediated disposition in humans from sandwich culture human hepatocyte data. Drug Metab Dispos 40:1007–1017CrossRefPubMedGoogle Scholar
- 95.Tsamandouras N, Dickinson G, Guo Y, Hall S, Rostami-Hodjegan A, Galetin A, Aarons L (2015) Development and application of a mechanistic pharmacokinetic model for simvastatin and its active metabolite simvastatin acid using an integrated population PBPK approach. Pharm Res 32:1864–1883CrossRefPubMedGoogle Scholar
- 96.Gertz M, Cartwright CM, Hobbs MJ, Kenworthy KE, Rowland M, Houston JB, Galetin A (2013) Cyclosporine inhibition of hepatic and intestinal CYP3A4, uptake and efflux transporters: application of PBPK modeling in the assessment of drug-drug interaction potential. Pharm Res 30:761–780CrossRefPubMedGoogle Scholar
- 99.Takashima T, Kitamura S, Wada Y, Tanaka M, Shigihara Y, Ishii H, Ijuin R, Shiomi S, Nakae T, Watanabe Y, Cui Y, Doi H, Suzuki M, Maeda K, Kusuhara H, Sugiyama Y, Watanabe Y (2012) PET imaging-based evaluation of hepatobiliary transport in humans with (15R)-11C-TIC-Me. J Nucl Med 53:741–748CrossRefPubMedGoogle Scholar
- 102.Breuer J, Balzer T, Shamsi K, Carter R (2003) Clinical safety experience from phase II and III studies of Gd-EOB-DTPA: a new liver-specific MR contrast agent. Europ Radiol 13(Suppl 2):S109. Abstract No 7.05Google Scholar
- 103.Bluemke DA, Sahani D, Amendola M, Balzer T, Breuer J, Brown JJ, Casalino DD, Davis PL, Francis IR, Krinsky G, Lee FT Jr, Lu D, Paulson EK, Schwartz LH, Siegelman ES, Small WC, Weber TM, Welber A, Shamsi K (2005) Efficacy and safety of MR imaging with liver-specific contrast agent: U.S. multicenter phase III study. Radiology 237:89–98CrossRefPubMedGoogle Scholar
- 106.Lauenstein T, Ramirez-Garrido F, Kim YH, Rha SE, Ricke J, Phongkitkarun S, Boettcher J, Gupta RT, Korpraphong P, Tanomkiat W, Furtner J, Liu PS, Henry M, Endrikat J (2015) Nephrogenic systemic fibrosis risk after liver magnetic resonance imaging with gadoxetate disodium in patients with moderate to severe renal impairment: results of a prospective, open-label, multicenter study. Investig Radiol 50:416–422CrossRefGoogle Scholar
- 107.Kahn J, Posch H, Steffen IG, Geisel D, Bauknecht C, Liebig T, Denecke T (2017) Is there long-term signal intensity increase in the central nervous system on T1-weighted images after MR imaging with the hepatospecific contrast agent Gadoxetic acid? A cross-sectional study in 91 patients. Radiology 282:708–716CrossRefPubMedPubMedCentralGoogle Scholar
- 108.Ichikawa S, Motosugi U, Omiya Y, Onishi H (2017) Contrast agent-induced high signal intensity in dentate nucleus on unenhanced T1-weighted images: comparison of gadodiamide and gadoxetic acid. Invest Radiol 52(7):389–395. https://doi.org/10.1097/RLI.0000000000000360. [Epub ahead of print]CrossRefPubMedGoogle Scholar
- 109.Neri E, Bali MA, Ba-Ssalamah A, Boraschi P, Brancatelli G, Caseiro Alves F, Grazioli L, Helmberger T, Lee JM, Manfredi R, Martì-Bonmatì L, Matos C, Merkle EL, Op De Beeck B, Schima W, Skehan S, Vilgrain V, Zech C, Bartolozzi C (2016) ESGAR consensus statement on liver MR imaging and clinical use of liver-specific contrast agents. Eur Radiol 26:921–931CrossRefPubMedGoogle Scholar
- 115.Takeyama Y, Tsuchiya N, Kunimoto H, Fukunaga A, Sakurai K, Hirano G, Yokoyama K, Morihara D, Anan A, Irie M, Shakado S, Sohda T, Sakisaka S (2015) Gadolinium-ethoxybenzyl-diethylenetriamine pentaacetic acid-enhanced magnetic resonance imaging as a useful detection method for advanced primary biliary cirrhosis. Hepatol Res 45:E108–E114CrossRefPubMedGoogle Scholar
- 116.Bastati N, Wibmer A, Tamandl D, Einspieler H, Hodge JC, Poetter-Lang S, Rockenschaub S, Berlakovich GA, Trauner M, Herold C, Ba-Ssalamah A (2016) Assessment of orthotopic liver transplant graft survival on gadoxetic acid-enhanced magnetic resonance imaging using qualitative and quantitative parameters. Investig Radiol 51:728–734CrossRefGoogle Scholar
- 122.Ulloa J, Stahl S, Liess C, Bright J, McDermott A, Woodhouse N, Halliday J, Parmar A, Healing G, Kenna JG, Holmes AP, Barjat H, Waterton JC, Hockings PD (2010) Effects of a single intravenous dose of Estradiol-17? D-Glucuronide on biliary excretion: assessment with Gadoxetate DCEMRI. Procedings of the international society of magnetic resonance in medicine eighteenth scientific meeting and exhibition, Stockholm, Sweden, 2593Google Scholar
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