Post-screen (grey)Positron emission tomographic imaging in drug discovery
Introduction
The process of developing a new drug is expensive and lengthy. It has been estimated that the usual duration to advance a novel drug formulation from its conception to distribution in the market is 10 years and the projected cost is ~US$1.4 billion.1, 2 A longitudinal study on the length of drug development from 2000 to 2009 revealed that the average time taken for developing a new drug for CNS diseases is around 10 years. The same study showed the time of progression to be 5.1 years for antiviral drugs against AIDS and 7.6 years for anti-neoplastic drugs.3 This is a significant burden that not only weighs down the pharmaceutical industry, but also impacts an entire society. Although over the past two decades an increasing number of druggable targets have been identified as a result of rapid advancements in molecular biology, the number of approved drugs has not similarly increased.4 In addition, the development of new drugs for CNS disorders is imperative in the face of the growing incidence of such disorders, but hampered by our inability to fully map the progression of certain diseases. Reduced efficacy in drug development is also the result of our poor understanding of preclinical models.5 Moreover, the advancement of a CNS drug has several inherent impediments, such as inadequate access to the target organ, difficulties crossing the blood–brain barrier (BBB),6 and the challenges of being directly quantified in the brain. As a result of such issues, the typical cost of drug discovery is increasing and is likely to continue to do so. Consequently, approaches to expedite the drug discovery process and curb the rise in costs are being pursued.
The drug discovery process comprises several phases. Upon completion of the research phase of drug discovery, approval to examine new drug molecules in clinical subjects is acquired and a multistep clinical examination begins.7 The key intention of Phase I clinical trials is to assess drug safety in humans. It is also necessary to test a range of drug doses both above and below its intended dose, and to confirm that the drug candidate is well tolerated at its effective dosage. In this phase, the selected subjects are predominantly healthy volunteers (particularly in oncology). A focused patient population is required for Phase II clinical trials, during which the primary objective is to validate the safety and efficacy of the drug at its effective dose in the patient group. It is imperative to have positive data from Phase II trials before proceeding to the vital Phase III trials, the pivotal goal of which is to discern whether the new drug treatment can bring about considerable value and assess how the new formulation fares in relation to current drugs for the same disease.8 The length of the preclinical phase can change according to the diseases for which the drugs are purposed. Similarly, the duration of the clinical trial, inclusive of the approval steps, differs among the various drug categories.
It is anticipated that different imaging modalities, such as PET, could make an indispensable contribution to speed up the drug discovery process.9 Molecular imaging modalities could help in making decisions on effective dose administration and patient selection,10 and could also offer evidence regarding drug–target interactions in Phase I and phase II trials.11 By using molecular imaging techniques properly, the pharmaceutical industry can identify the leading compound in early stages. Compounds that do not successfully display qualified activity during the preliminary stages can be discarded, and the candidates that demonstrate substantial activity can be accelerated for further development. Using this approach, the drug discovery process could become more cost effective and less painstaking.
A relevant and non-invasive functional imaging technique that is applied widely in the clinic is PET imaging. In PET imaging, a biologically active molecule is labeled with a positron-emitting radiotracer. Ultimately, this analytical technique allows for the visualization and quantification of biochemical and physiological processes in vivo, and is predominantly used in neurology, oncology, and cardiology.12 The versatility of PET imaging gives it an edge over other functional imaging techniques. A diverse range of positron-emitting radionuclides, such as fluorine-18 (18F), carbon-11 (11C), nitrogen-13 (13N), and oxygen-11 (11O) are accessible. Moreover, owing to the distinct and variable characteristics of radionuclides, it is possible to select from a broad choice of radionuclides to label a wider range of biologically relevant compounds.2 Table 1 presents selected different 11C and 18F radioligands used for brain imaging.
As a marker of inflammation, translocator protein (TSPO), which is situated on the outer mitochondrial membrane, is upregulated on microglial cells.13 Neuroinflammation is characteristic of various neurodegenerative disorders, such as Alzheimer’s disease (AD) and Parkinson’s disease (PD), and can result in neuronal impairment. Although the PET tracer, [11C](R)-PK 11195, has been used as a selective antagonist for TSPO,14 it has several limitations, such as comparatively low brain permeability and enhanced lipophilicity, causing it to bind strongly to hydrophobic macromolecules. The dopamine and serotonin (5-HT) receptors and transporters are targets implicated in PD among other brain pathologies.5, 16 Among the tracers aimed at these targets, [11C]SCH 23390, [11C]Raclopride, [18F]Fallypride and [18F]FE-PE2I17, 18, 19 are well-established ones used to quantify parameters defining pharmacodynamic effects in response to drug treatment.20 Although antagonists for neuroreceptors have been primarily utilized as PET ligands, the usage of agonists forms a growing body of research be because they bind preferentially to the high-affinity state of the receptors.21 Similar to PD, numerous radiotracers have been developed for PET imaging of AD pathology. Amyloid β (Aβ)-directed radiotracers, such as the pioneering [11C]PIB and the further optimized [11C]AZD2184, and tau-targeted tracers, such as [11C]PBB3, show potential for marking their respective target biomolecules with high affinity and could provide a base for further improvement of their characteristics.22
PET imaging enables novel ‘precision pharmacology’, through which answers to whether new drugs are delivered to target tissues specifically in biologically effective dosages can be derived. This could significantly contribute to current understanding of drug discovery and development.20 Given the burgeoning costs associated with the clinical developmental stage of a drug, a well-planned experiment can address vital queries during the early stages when fewer human subjects are required, paving the way for more assertive and economic decision-making. Thus, PET imaging could yield additional significance in drug discovery, because the data obtained are translatable from bench to bedside. Such translatability is important for improving the efficiency of drug development and for applying it in a clinical setting. Moreover, it ensures that the costs of evaluating and advancing drugs in disease treatment are minimized.
The main application of PET in drug discovery is to evaluate receptor occupancy over a range of dosages, thus making it useful to ascertain the optimal dosage of the drug.23 Moreover, PET can be used to study drug PK, biodistribution, target validation, and disease monitoring.24, 25 It also aids our understanding of several important parameters, including the identification of possible drug metabolism its early stages of development, and the binding between the labeled radiometabolites and their respective receptors.26 PET imaging also provides important information on whether the radiometabolites are capable of crossing the BBB.27 The slow metabolism of the radiotracers suggests a long half-life and a comparatively high plasma concentration of the drug, which then offers valuable knowledge of the approximate dosage required for patients. Furthermore, PET is beneficial for selecting highly responsive patient populations for clinical trials and monitoring patient pathology in a longitudinal manner after drug treatment. This is because, through PET imaging, it is convenient to perform studies earlier and with a smaller patient sample size, which aids in identifying patient populations who might respond the best and benefit the most from treatment.28 Therefore, it would be prudent to implement PET imaging strategies more frequently during the early phases of drug development. The various applications of PET imaging in drug discovery are illustrated in Fig. 1. In this review, we mainly discuss the utilization of PET imaging in drug discovery based on the assessable PK and pharmacodynamics parameters. Although we focus on PET imaging in the discovery of drugs for CNS diseases, we also introduce its usage in oncological and cardiac diseases.
Section snippets
Approaches of drug development with PET
There are two primary approaches for drug development with PET29 (Fig. 2). The most common strategy is to use an unlabeled drug to inhibit the specific binding of a well-established PET radioligand. In the alternative approach, a drug molecule is labeled with a PET radioisotope to understand its anatomical distribution and binding to specific targets.
In the first approach, an unlabeled drug competes with a radioligand to occupy a receptor system,30 revealing, for example, whether the
Receptor occupancy by PET
Receptor occupancy has been calculated to be the percentage of the receptor population that is engaged by an unlabeled drug.33 The best-known usage of PET is for the examination of antipsychotic drug binding.34 Receptor occupancy can be determined either by the well-established indirect approach (discussed earlier) or by the direct approach. The receptor occupancy study of a radiolabeled drug provides several key pieces of information, such as the reachability of the drug to its intended
PET imaging in drug biodistribution studies
Biodistribution studies are essential during initial-phase drug discovery, because they confirm whether the drug can reach the target tissue, and whether it has a propensity to accumulate in nontarget sites or have a negative effect on target sites, which could suggest possible toxicity.20 For example, if a drug molecule is unable to cross the BBB and penetrate the brain in sufficient quantity, the preferred effect in the CNS will not be achieved.42 PET scans can monitor the concentration of
PET imaging and pharmacokinetic studies
The essential PK information of a drug can be easily acquired by PET imaging when the drug molecule can itself be radiolabeled.48 The relevant PK data can be quantified from whole-body biodistribution data using mathematical/statistical modeling and information about the molar activity of the radiopharmaceutical. By taking into account the molar activity in conjunction with the mean injected mass, the mean injected activity can be derived to be used in biodistribution studies. Given its
Validation of target engagement by PET imaging
When a PET radiotracer and a drug molecule share the same target, the PET technique can be applied to check any interaction of the candidate drug with its target. [11C]AZ10419369 was recently used as a suitable radioligand for the quantification of in vivo 5-HT1B receptor binding.51, 52 Currently, this radiotracer is being used as a candidate to quantify the receptor occupancy effected by compounds that target the 5-HT1B receptor. Serotonin binding to the 5-HT1B receptor reduces the synaptic
Drug treatment monitoring by PET imaging
One of the most important translations of PET imaging in drug discovery is to track the progression of diseases, which alters the treatment course of therapeutic candidates, such as the drug development process for Alzheimer’s disease (AD). According to the β-amyloid (Aβ) cascade hypothesis, the pathological hallmark of AD is the development of insoluble amyloid plaques, incorporated mainly because of the aggregation of Aβ in the brains of patients58; a key aim for AD drug development is to
Quantification of neurotransmitter concentration by PET imaging
PET has also been used to quantify the changes in endogenous neurotransmitter concentrations.62 In accordance with the competition model, radiotracer binding to a neuroreceptor decreases after an increase in the neurotransmitter concentration. The serotonin system has a significant role in pathophysiology, as well as in the treatment of psychiatric disorders.63 Hence, it is important to develop a PET imaging tracer that would allow the quantification of serotonin release in the brain. As
Use of PET imaging in the discovery of drug for oncological disease
Apart from having a vital role in CNS diseases, the importance of PET imaging in the drug discovery for oncological diseases should be noted. PET with 2-[18F]fluoro-2-deoxyglucose (FDG-PET) is often used as an imaging accessory in the clinical setting.65 Its use is effective when monitoring therapy response in lymphomas, providing this method with an edge over other imaging modalities.66 Interim PET imaging in patients after a fixed time after drug treatment administration allows for the
Usage of PET imaging in the drug discovery of cardiac diseases
In contrast to the widespread usage of PET imaging in the drug development course of CNS and oncological diseases, such as breast and lung cancer, its applications in cardiac disease remain relatively sparse. Nevertheless, studies suing PET imaging as an aid in the drug discovery of cardiac diseases are beginning to emerge. Heart failure has been long correlated with sympathetic activation, and a reduced neuronal noradrenaline (NA) transporter (NET) function and NA concentration in the heart.76
Concluding remarks
The use of PET is mostly centered in the fields of CNS and oncology-based therapeutics development and, to a smaller extent, in the cardiac disorders. It has the potential to be used in drug discovery and development, including investigating drug biodistribution, plasma binding, absorption, distribution, metabolism, metabolic clearance, and effective dosing. From a clinical point of view, PET imaging has been used for a long time to diagnose and track disease in a quantitative manner. Hence,
Acknowledgments
Authors acknowledge support from Lee Kong Chian School of Medicine, NTU Austrian Institute of Technology and Medical University of Vienna internal grant (NAM/15006), the LKC Medicine Imaging Probe Development Platform, Singapore, and the Cognitive Neuroimaging Centre (CONIC) at Nanyang Technological University, Singapore.
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