Frequencies of clinically important CYP2C19 and CYP2D6 alleles are graded across Europe

CYP2C19 and CYP2D6 are important drug-metabolizing enzymes that are involved in the metabolism of around 30% of allmedications. Importantly, the corresponding genes are highly polymorphic and these genetic differences contribute tointerindividual and interethnic differences in drug pharmacokinetics, response, and toxicity. In this study we systematicallyanalyzed the frequency distribution of clinically relevantCYP2C19andCYP2D6alleles across Europe based on data from82,791 healthy individuals extracted from 79 original publications and, for thefirst time, provide allele confidence intervalsfor the general population. We found that frequencies ofCYP2D6gene duplications showed a clear South-East to North-West gradient ranging from <1% in Sweden and Denmark to 6% in Greece and Turkey. In contrast, an inverse distributionwas observed for the loss-of-function allelesCYP2D6*4andCYP2D6*5. Similarly, frequencies of the inactiveCYP2C19*2allele were graded from North-West to South-East Europe. In important contrast to previous work we found that theincreased activity alleleCYP2C19*17was most prevalent in Central Europe (25–33%) with lower prevalence inMediterranean-South Europeans (11–24%). In summary, we provide a detailed European map of commonCYP2C19andCYP2D6variants andfind that frequencies of the most clinically relevant alleles are geographically graded reflective ofEurope’s migratory history. Thesefindings emphasize the importance of generating pharmacogenomic data sets with highspatial resolution to improve precision public health across Europe

Computational Methods for the Pharmacogenetic Interpretation of Next Generation Sequencing Data

Up to half of all patients do not respond to pharmacological treatment as intended. A substantial fraction of these inter-individual differences is due to heritable factors and a growing number of associations between genetic variations and drug response phenotypes have been identified. Importantly, the rapid progress in Next Generation Sequencing technologies in recent years unveiled the true complexity of the genetic landscape in pharmacogenes with tens of thousands of rare genetic variants. As each individual was found to harbor numerous such rare variants they are anticipated to be important contributors to the genetically encoded inter-individual variability in drug effects. The fundamental challenge however is their functional interpretation due to the sheer scale of the problem that renders systematic experimental characterization of these variants currently unfeasible. Here, we review concepts and important progress in the development of computational prediction methods that allow to evaluate the effect of amino acid sequence alterations in drug metabolizing enzymes and transporters. In addition, we discuss recent advances in the interpretation of functional effects of non-coding variants, such as variations in splice sites, regulatory regions and miRNA binding sites. We anticipate that these methodologies will provide a useful toolkit to facilitate the integration of the vast extent of rare genetic variability into drug response predictions in a precision medicine framework

Endogenous and xenobiotic metabolic stability of primary human hepatocytes in long-term 3D spheroid cultures revealed by a combination of targeted and untargeted metabolomics

Adverse reactions or lack of response to medications are important concerns for drug development programs. However, faithful predictions of drug metabolism and toxicity are difficult because animal models show only limited translatability to humans. Furthermore, current in vitro systems, such as hepatic cell lines or primary human hepatocyte (PHH) 2-dimensional (2D) monolayer cultures, can be used only for acute toxicity tests because of their immature phenotypes and inherent instability. Therefore, the migration to novel phenotypically stable models is of prime importance for the pharmaceutical industry. Novel 3-dimensional (3D) culture systems have been shown to accurately mimic in vivo hepatic phenotypes on transcriptomic and proteomic level, but information about their metabolic stability is lacking. Using a combination of targeted and untargeted high-resolution mass spectrometry, we found that PHHs in 3D spheroid cultures remained metabolically stable for multiple weeks, whereas metabolic patterns of PHHs from the same donors cultured as conventional 2D monolayers rapidly deteriorated. Furthermore, pharmacokinetic differences between donors were maintained in 3D spheroid cultures, enabling studies of interindividual variability in drug metabolism and toxicity. We conclude that the 3D spheroid system is metabolically stable and constitutes a suitable model for in vitro studies of long-term drug metabolism and pharmacokinetics.Peer reviewe

Human soluble ACE2 improves the effect of remdesivir in SARS-CoV-2 infection

There is a critical need for safe and effective drugs for COVID-19. Only remdesivir has received authorization for COVID-19 and has been shown to improve outcomes but not decrease mortality. However, the dose of remdesivir is limited by hepatic and kidney toxicity. ACE2 is the critical cell surface receptor for SARS-CoV-2. Here, we investigated additive effect of combination therapy using remdesivir with recombinant soluble ACE2 (high/low dose) on Vero E6 and kidney organoids, targeting two different modalities of SARS-CoV-2 life cycle: cell entry via its receptor ACE2 and intracellular viral RNA replication. This combination treatment markedly improved their therapeutic windows against SARS-CoV-2 in both models. By using single amino-acid resolution screening in haploid ES cells, we report a singular critical pathway required for remdesivir toxicity, namely, Adenylate Kinase 2. The data provided here demonstrate that combining two therapeutic modalities with different targets, common strategy in HIV treatment, exhibit strong additive effects at sub-toxic concentrations. Our data lay the groundwork for the study of combinatorial regimens in future COVID-19 clinical trials

Calcium Signaling in Liver Injury and Regeneration

The liver fulfills central roles in metabolic control and detoxification and, as such, is continuously exposed to a plethora of insults. Importantly, the liver has a unique ability to regenerate and can completely recoup from most acute, non-iterative insults. However, multiple conditions, including viral hepatitis, non-alcoholic fatty liver disease (NAFLD), long-term alcohol abuse and chronic use of certain medications, can cause persistent injury in which the regenerative capacity eventually becomes dysfunctional, resulting in hepatic scaring and cirrhosis. Calcium is a versatile secondary messenger that regulates multiple hepatic functions, including lipid and carbohydrate metabolism, as well as bile secretion and choleresis. Accordingly, dysregulation of calcium signaling is a hallmark of both acute and chronic liver diseases. In addition, recent research implicates calcium transients as essential components of liver regeneration. In this review, we provide a comprehensive overview of the role of calcium signaling in liver health and disease and discuss the importance of calcium in the orchestration of the ensuing regenerative response. Furthermore, we highlight similarities and differences in spatiotemporal calcium regulation between liver insults of different etiologies. Finally, we discuss intracellular calcium control as an emerging therapeutic target for liver injury and summarize recent clinical findings of calcium modulation for the treatment of ischemic-reperfusion injury, cholestasis and NAFLD

Incorporating new approach methodologies into regulatory nonclinical pharmaceutical safety assessment

New approach methodologies (NAMs) based on human biology enabletheassessment of adverse biological effects of pharmaceuticals and other chemicals. Currently,however, it is unclear how NAMsshould be usedduring drug development to improve human safety evaluation. A series of 5 workshops with 13 international experts (regulators, preclinical scientists and NAMs developers) were conducted to identify feasible NAMsand to discuss how to exploit them in specific safety assessmentcontexts. Participants generated four‘maps’of how NAMs can be exploited in the safety assessment ofthe liver, respiratory, cardiovascular,and central nervous systems. Each map showsrelevant end points measured, tools used (e.g.,cells, assays, platforms), and highlights gaps where furtherdevelopment and validation of NAMs remainsnecessary. Each map addresses the fundamental scientific requirements for the safety assessment of that organ system, providing users with guidance on the selection of appropriate NAMs. In addition to generating the maps, participants offered suggestions for encouraging greater NAM adoption within drug development and their inclusion in regulatory guidelines. A specific recommendation was that pharmaceutical companies should be more transparent about how they use NAMs in-house. As well as giving guidance for the fourorgan systems, the maps providea template that could be used for additional organ safety testing contexts.Moreover, their conversion to an interactive format would enable users to drill down to the detail necessary to answer specific scientific and regulatory questions. 1IntroductionExtensive nonclinical safety studies are undertaken on new pharmaceuticals prior to and alongside clinical trials. Their purpose is to identify and understand the toxic effects of thecompoundin order to determine whether its anticipated benefit versusrisk profile justifies clinical evaluation and, if so, to inform the design and monitoring of clinical studies. The nonclinical safety studies are mandated by regulatory guidelines and include a variety of safety pharmacologyand toxicology investigations.Safety pharmacology studies aimto determinewhether pharmaceuticalscause on-or off-target effects on biological processes which can affect the function of critical organ systems (e.g.,cardiovascular, respiratory, gastrointestinal,and central nervous systems)and to assess potency, which is needed to assess safety margins versushuman clinical drug exposure. Safety pharmacology studiesalso help informthe selectionof follow-on investigations that can aid human risk assessmentand may provide insight into mechanismswhich underlie any effectsthat arise in humans.Multiple leading pharmaceutical companies (e.g.,AstraZeneca, GlaxoSmithKline, Novartis,and Pfizer) have outlined the advantages provided by in vitrosafety pharmacological profiling, including early identification of off-target interactionsandthe prediction ofclinical side effects that may be missed in animalstudies, and have highlighted that these studies enable much more cost-effective and rapid profiling of large numbers of compounds than animal procedures (Bowes et al., 2012).Toxicology studies evaluate systemic organ toxicities, behavioraleffects, reproductive and developmental toxicology, genetic toxicology,eye irritancy and dermal sensitization. They include single and repeat dose studies in rodent and non-rodentanimal species, which identify target organs, assessseverity andreversibility,and define dose-response and no observed adverse effect levels. These are critical parameters which are essential for regulatory decision-makingon whether the compound can be progressed into clinical trials and if so, estimation ofa suitable starting dose,maximum dose, dose escalation regime,andany non-standard clinical safety monitoringthat may be needed.Toxicity observedinnonclinical animal safety studies is an important cause of the high attrition rate of candidate drugs prior to clinicaltrials that occurs inmultiple pharmaceutical companies(Cook et al., 2014).However, many drugs cause clinically serious adverseeffects in humans which are not detectedin animals(Bailey et al., 2015). For example, human drug induced liver injury(DILI),which is not detected in animal safety studies,is animportant cause of attrition late in clinical development, failed licensing and/or of restrictive drug labelling(Watkins, 2011). Attrition due to toxicity observed in animals and/or in humans isanimportant cause of the high failure rate of clinical drug development(Cook et al., 2014; Watkins, 2011; Thomas et al., 2021).New approach methodologies (NAMs)includemethods which predict and evaluate biological processes by which pharmaceuticals may elicit desirable pharmacological effects and/or may cause undesirable toxicity. Many different types of NAMs have been described. Theseinclude simple in vitrocell-based tests, more complex organotypic or microphysiologicalsystems (MPS)/organ-on-a-chipdevices,and whole human tissuesmaintained ex vivo. Interpretation ofthe invivorelevance of the data providedby these methods is complementedbycomputational toolswhichsimulate and predict in vivodrug disposition and kinetics, in particular physiologically based pharmacokinetic (PBPK) models. Accurate in vitroto in vivoextrapolation isfurther aided by human low-dose testing and microdosing studies (phase 0 testing), which provide precise data on systemic human drug exposure and kineticsin vivo

Characterization of primary human hepatocyte spheroids as a model system for drug-induced liver injury, liver function and disease

Liver biology and function, drug-induced liver injury (DILI) and liver diseases are difficult to study using current in vitro models such as primary human hepatocyte (PHH) monolayer cultures, as their rapid de-differentiation restricts their usefulness substantially. Thus, we have developed and extensively characterized an easily scalable 3D PHH spheroid system in chemically-defined, serum-free conditions. Using whole proteome analyses, we found that PHH spheroids cultured this way were similar to the liver in vivo and even retained their inter-individual variability. Furthermore, PHH spheroids remained phenotypically stable and retained morphology, viability, and hepatocyte-specific functions for culture periods of at least 5 weeks. We show that under chronic exposure, the sensitivity of the hepatocytes drastically increased and toxicity of a set of hepatotoxins was detected at clinically relevant concentrations. An interesting example was the chronic toxicity of fialuridine for which hepatotoxicity was mimicked after repeated-dosing in the PHH spheroid model, not possible to detect using previous in vitro systems. Additionally, we provide proof-of-principle that PHH spheroids can reflect liver pathologies such as cholestasis, steatosis and viral hepatitis. Combined, our results demonstrate that the PHH spheroid system presented here constitutes a versatile and promising in vitro system to study liver function, liver diseases, drug targets and long-term DILI

Mechanism of baricitinib supports artificial intelligence-predicted testing in COVID-19 patients

Baricitinib, is an oral Janus kinase (JAK)1/JAK2 inhibitor approved for the treatment of rheumatoid arthritis (RA) that was independently predicted, using artificial intelligence (AI)-algorithms, to be useful for COVID-19 infection via a proposed anti-cytokine effects and as an inhibitor of host cell viral propagation. We evaluated the in vitro pharmacology of baricitinib across relevant leukocyte subpopulations coupled to its in vivo pharmacokinetics and showed it inhibited signaling of cytokines implicated in COVID-19 infection. We validated the AI-predicted biochemical inhibitory effects of baricitinib on human numb-associated kinase (hNAK) members measuring nanomolar affinities for AAK1, BIKE, and GAK. Inhibition of NAKs led to reduced viral infectivity with baricitinib using human primary liver spheroids. These effects occurred at exposure levels seen clinically. In a case series of patients with bilateral COVID-19 pneumonia, baricitinib treatment was associated with clinical and radiologic recovery, a rapid decline in SARS-CoV-2 viral load, inflammatory markers, and IL-6 levels. Collectively, these data support further evaluation of the anti-cytokine and anti-viral activity of baricitinib and supports its assessment in randomized trials in hospitalized COVID-19 patients

Human resident liver myeloid cells protect against metabolic stress in obesity

Although multiple populations of macrophages have been described in the human liver, their function and turnover in patients with obesity at high risk of developing non-alcoholic fatty liver disease (NAFLD) and cirrhosis are currently unknown. Herein, we identify a specific human population of resident liver myeloid cells that protects against the metabolic impairment associated with obesity. By studying the turnover of liver myeloid cells in individuals undergoing liver transplantation, we find that liver myeloid cell turnover differs between humans and mice. Using single-cell techniques and flow cytometry, we determine that the proportion of the protective resident liver myeloid cells, denoted liver myeloid cells 2 (LM2), decreases during obesity. Functional validation approaches using human 2D and 3D cultures reveal that the presence of LM2 ameliorates the oxidative stress associated with obese conditions. Our study indicates that resident myeloid cells could be a therapeutic target to decrease the oxidative stress associated with NAFLD

Pharmacogenetic allele nomenclature: International workgroup recommendations for test result reporting

This manuscript provides nomenclature recommendations developed by an international workgroup to increase transparency and standardization of pharmacogenetic (PGx) result reporting. Presently, sequence variants identified by PGx tests are described using different nomenclature systems. In addition, PGx analysis may detect different sets of variants for each gene, which can affect interpretation of results. This practice has caused confusion and may thereby impede the adoption of clinical PGx testing. Standardization is critical to move PGx forward