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1.
J Med Chem ; 67(16): 14478-14492, 2024 Aug 22.
Artículo en Inglés | MEDLINE | ID: mdl-39137033

RESUMEN

Psychosis is a distressing symptom commonly occurring in people with dementia. To treat Parkinson's disease psychosis, pimavanserin (1), a 5-HT2A receptor inverse agonist having minimal 5-HT2C receptor affinity and no dopamine D2 receptor affinity, was approved in the United States, but not for dementia-related psychosis due to limited efficacy issues. Herein, we report on the identification of a potent and dual 5-HT2A and 5-HT2C receptor inverse agonist 8 having minimal hERG inhibition, after having demonstrated the involvement of both 5-HT2A and 5-HT2C receptors to deliver antipsychotic efficacy in an MK-801-induced locomotor model and having conducted 5-HT2A and 5-HT2C occupancy studies including a surrogate method. The introduction of a spirocyclopropyl group boosting 5-HT2C affinity in 1 followed by further optimization to control lipophilicity resulted in balanced dual potency and metabolic stability, and mitigating hERG inhibition led to 8 that showed significant antipsychotic efficacy due to the involvement of both receptors.


Asunto(s)
Antipsicóticos , Demencia , Trastornos Psicóticos , Receptor de Serotonina 5-HT2A , Receptor de Serotonina 5-HT2C , Agonistas del Receptor de Serotonina 5-HT2 , Antipsicóticos/farmacología , Antipsicóticos/uso terapéutico , Antipsicóticos/química , Antipsicóticos/síntesis química , Animales , Receptor de Serotonina 5-HT2A/metabolismo , Humanos , Trastornos Psicóticos/tratamiento farmacológico , Agonistas del Receptor de Serotonina 5-HT2/farmacología , Agonistas del Receptor de Serotonina 5-HT2/uso terapéutico , Agonistas del Receptor de Serotonina 5-HT2/química , Receptor de Serotonina 5-HT2C/metabolismo , Demencia/tratamiento farmacológico , Relación Estructura-Actividad , Masculino , Agonismo Inverso de Drogas , Canal de Potasio ERG1/metabolismo , Canal de Potasio ERG1/antagonistas & inhibidores , Ratas , Ratones , Piperidinas/farmacología , Piperidinas/uso terapéutico , Piperidinas/química , Ratas Sprague-Dawley , Canales de Potasio Éter-A-Go-Go/antagonistas & inhibidores , Canales de Potasio Éter-A-Go-Go/metabolismo , Urea/análogos & derivados
2.
Toxicology ; 508: 153916, 2024 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-39128488

RESUMEN

The human Ether-à-go-go-Related Gene (hERG) encodes a protein responsible for forming the alpha subunit of the IKr channel, which plays a crucial role in cardiac repolarization. The proper functioning of hERG channels is paramount in maintaining a normal cardiac rhythm. Inhibition of these channels can result in the prolongation of the QT interval and potentially life-threatening arrhythmias. Cardiotoxicity is a primary concern in the field of drug development. N-n-Butyl haloperidol iodide (F2), a derivative of haloperidol, has been investigated for its therapeutic potential. However, the impact of this compound on cardiac toxicity, specifically on hERG channels, remains uncertain. This study employs computational and experimental methodologies to examine the inhibitory mechanisms of F2 on hERG channels. Molecular docking and molecular dynamics simulations commonly used techniques in computational biology to predict protein-ligand complexes' binding interactions and stability. In the context of the F2-hERG complex, these methods can provide valuable insights into the potential binding modes and strength of interaction between F2 and the hERG protein. On the other hand, electrophysiological assays are experimental techniques used to characterize the extent and nature of hERG channel inhibition caused by various compounds. By measuring the electrical activity of the hERG channel in response to different stimuli, these assays can provide important information about the functional effects of ligand binding to the channel. The study's key findings indicate that F2 interacts with the hERG channel by forming hydrogen bonding, π-cation interactions, and hydrophobic forces. This interaction leads to the inhibition of hERG currents in a concentration-dependent manner, with an IC50 of 3.75 µM. The results presented in this study demonstrate the potential cardiotoxicity of F2 and underscore the significance of considering hERG channel interactions during its clinical development. This study aims to provide comprehensive insights into the interaction between F2 and hERG, which will may guid us in the safe use of F2 and in the development of new derivatives with high efficiency while low toxicity.


Asunto(s)
Canal de Potasio ERG1 , Haloperidol , Simulación del Acoplamiento Molecular , Simulación de Dinámica Molecular , Haloperidol/toxicidad , Haloperidol/análogos & derivados , Humanos , Canal de Potasio ERG1/antagonistas & inhibidores , Canal de Potasio ERG1/metabolismo , Cardiotoxicidad , Canales de Potasio Éter-A-Go-Go/antagonistas & inhibidores , Canales de Potasio Éter-A-Go-Go/metabolismo , Canales de Potasio Éter-A-Go-Go/efectos de los fármacos , Células HEK293 , Bloqueadores de los Canales de Potasio/toxicidad , Bloqueadores de los Canales de Potasio/química , Animales
3.
Trends Pharmacol Sci ; 45(8): 671-677, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-39043501

RESUMEN

Numerous non-cardiovascular drugs have a potential to induce life-threatening torsades de pointes (TdP) ventricular cardiac arrhythmias by blocking human ether-à-go-go-related gene (hERG) currents via binding to the channel's inner cavity. Identification of the hERG current-inhibiting properties of candidate drugs is performed focusing on binding sites in the channel pore. It has been suggested that biologicals have a low likelihood of hERG current inhibition, since their poor diffusion across the plasma membrane prevents them from reaching the binding site in the channel pore. However, biologicals could influence hERG channel function by binding to 'unconventional' noncanonical binding sites. This Opinion gives an overview on noncanonical blockers of hERG channels that might be of relevance for the assessment of the possible torsadogenic potential of macromolecular therapeutics.


Asunto(s)
Bloqueadores de los Canales de Potasio , Humanos , Animales , Bloqueadores de los Canales de Potasio/farmacología , Sustancias Macromoleculares/metabolismo , Canales de Potasio Éter-A-Go-Go/antagonistas & inhibidores , Canales de Potasio Éter-A-Go-Go/metabolismo , Torsades de Pointes/metabolismo , Torsades de Pointes/inducido químicamente , Sitios de Unión , Canal de Potasio ERG1/antagonistas & inhibidores , Canal de Potasio ERG1/metabolismo
4.
Int J Biol Macromol ; 276(Pt 2): 133825, 2024 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-39002900

RESUMEN

Predicting compound-induced inhibition of cardiac ion channels is crucial and challenging, significantly impacting cardiac drug efficacy and safety assessments. Despite the development of various computational methods for compound-induced inhibition prediction in cardiac ion channels, their performance remains limited. Most methods struggle to fuse multi-source data, relying solely on specific dataset training, leading to poor accuracy and generalization. We introduce MultiCBlo, a model that fuses multimodal information through a progressive learning approach, designed to predict compound-induced inhibition of cardiac ion channels with high accuracy. MultiCBlo employs progressive multimodal information fusion technology to integrate the compound's SMILES sequence, graph structure, and fingerprint, enhancing its representation. This is the first application of progressive multimodal learning for predicting compound-induced inhibition of cardiac ion channels, to our knowledge. The objective of this study was to predict the compound-induced inhibition of three major cardiac ion channels: hERG, Cav1.2, and Nav1.5. The results indicate that MultiCBlo significantly outperforms current models in predicting compound-induced inhibition of cardiac ion channels. We hope that MultiCBlo will facilitate cardiac drug development and reduce compound toxicity risks. Code and data are accessible at: https://github.com/taowang11/MultiCBlo. The online prediction platform is freely accessible at: https://huggingface.co/spaces/wtttt/PCICB.


Asunto(s)
Canales Iónicos , Humanos , Canales Iónicos/metabolismo , Canales Iónicos/antagonistas & inhibidores , Canal de Sodio Activado por Voltaje NAV1.5/metabolismo , Canales de Calcio Tipo L/metabolismo , Canales de Calcio Tipo L/química , Aprendizaje Automático , Canal de Potasio ERG1/metabolismo , Canal de Potasio ERG1/antagonistas & inhibidores
5.
J Pharmacol Toxicol Methods ; 128: 107527, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38852685

RESUMEN

INTRODUCTION: Cardiovascular safety and the risk of developing the potentially fatal ventricular tachyarrhythmia, Torsades de Pointes (TdP), have long been major concerns of drug development. TdP is associated with a delayed ventricular repolarization represented by QT interval prolongation in the electrocardiogram (ECG), typically due to block of the potassium channel encoded by the human ether-a-go-go related gene (hERG). Importantly however, not all drugs that prolong the QT interval are torsadagenic and not all hERG blockers prolong the QT interval. Recent clinical reports suggest that partitioning the QT interval into early (J to T peak; JTp) and late repolarization (T peak to T end; TpTe) components may be valuable for distinguishing low-risk mixed ion channel blockers (hERG plus calcium and/or late sodium currents) from high-risk pure hERG channel blockers. This strategy, if true for nonclinical animal models, could be used to de-risk QT prolonging compounds earlier in the drug development process. METHODS: To explore this, we investigated JTp and TpTe in ECG data collected from telemetered dogs and/or monkeys administered moxifloxacin or amiodarone at doses targeting relevant clinical exposures. An optimized placement of the Tpeak fiducial mark was utilized, and all intervals were corrected for heart rate (QTc, JTpc, TpTec). RESULTS: Increases in QTc and JTpc intervals with administration of the pure hERG blocker moxifloxacin and an initial QTc and JTpc shortening followed by prolongation with the mixed ion channel blocker amiodarone were detected as expected, aligning with clinical data. However, anticipated increases in TpTec by both standard agents were not detected. DISCUSSION: The inability to detect changes in TpTec reduces the utility of these subintervals for prediction of arrhythmias using continuous single­lead ECGs collected from freely moving dogs and monkeys.


Asunto(s)
Amiodarona , Electrocardiografía , Síndrome de QT Prolongado , Moxifloxacino , Torsades de Pointes , Animales , Moxifloxacino/administración & dosificación , Moxifloxacino/farmacología , Perros , Amiodarona/administración & dosificación , Amiodarona/farmacología , Electrocardiografía/efectos de los fármacos , Electrocardiografía/métodos , Torsades de Pointes/inducido químicamente , Síndrome de QT Prolongado/inducido químicamente , Síndrome de QT Prolongado/fisiopatología , Masculino , Canales de Potasio Éter-A-Go-Go/antagonistas & inhibidores , Canales de Potasio Éter-A-Go-Go/metabolismo , Femenino , Macaca fascicularis , Fluoroquinolonas/administración & dosificación , Fluoroquinolonas/farmacología , Frecuencia Cardíaca/efectos de los fármacos , Bloqueadores de los Canales de Potasio/administración & dosificación , Bloqueadores de los Canales de Potasio/farmacología , Canal de Potasio ERG1/antagonistas & inhibidores , Canal de Potasio ERG1/metabolismo
6.
J Pharmacol Toxicol Methods ; 128: 107524, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38852689

RESUMEN

BACKGROUND: Determination of a drug's potency in blocking the hERG channel is an established safety pharmacology study. Best practice guidelines have been published for reliable assessment of hERG potency. In addition, a set of plasma concentration and plasma protein binding fraction data were provided as denominators for margin calculations. The aims of the current analysis were five-fold: provide data allowing creation of consistent denominators for the hERG margin distributions of the key reference agents, explore the variation in hERG margins within and across laboratories, provide a hERG margin to 10 ms QTc prolongation based on several newer studies, provide information to use these analyses for reference purposes, and provide recommended hERG margin 'cut-off' values. METHODS: The analyses used 12 hERG IC50 'best practice' data sets (for the 3 reference agents). A group of 5 data sets came from a single laboratory. The other 7 data sets were collected by 6 different laboratories. RESULTS: The denominator exposure distributions were consistent with the ICH E14/S7B Training Materials. The inter-occasion and inter-laboratory variability in hERG IC50 values were comparable. Inter-drug differences were most important in determining the pooled margin variability. The combined data provided a robust hERG margin reference based on best practice guidelines and consistent exposure denominators. The sensitivity of hERG margin thresholds were consistent with the sensitivity described over the course of the last two decades. CONCLUSION: The current data provide further insight into the sensitivity of the 30-fold hERG margin 'cut-off' used for two decades. Using similar hERG assessments and these analyses, a future researcher can use a hERG margin threshold to support a negative QTc integrated risk assessment.


Asunto(s)
Canales de Potasio Éter-A-Go-Go , Síndrome de QT Prolongado , Humanos , Medición de Riesgo/métodos , Canales de Potasio Éter-A-Go-Go/antagonistas & inhibidores , Síndrome de QT Prolongado/inducido químicamente , Canal de Potasio ERG1/antagonistas & inhibidores , Canal de Potasio ERG1/metabolismo , Laboratorios/normas , Animales , Bloqueadores de los Canales de Potasio/farmacología , Bloqueadores de los Canales de Potasio/efectos adversos , Concentración 50 Inhibidora
7.
Comput Methods Programs Biomed ; 254: 108293, 2024 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-38936153

RESUMEN

BACKGROUND AND OBJECTIVE: Assessment of drug cardiotoxicity is critical in the development of new compounds and modeling of drug-binding dynamics to hERG can improve early cardiotoxicity assessment. We previously developed a methodology to generate Markovian models reproducing preferential state-dependent binding properties, trapping dynamics and the onset of IKr block using simple voltage clamp protocols. Here, we test this methodology with real IKr blockers and investigate the impact of drug dynamics on action potential prolongation. METHODS: Experiments were performed on HEK cells stably transfected with hERG and using the Nanion SyncroPatch 384i. Three protocols, P-80, P0 and P 40, were applied to obtain the experimental data from the drugs and the Markovian models were generated using our pipeline. The corresponding static models were also generated and a modified version of the O´Hara-Rudy action potential model was used to simulate the action potential duration. RESULTS: The experimental Hill plots and the onset of IKr block of ten compounds were obtained using our voltage clamp protocols and the models generated successfully mimicked these experimental data, unlike the CiPA dynamic models. Marked differences in APD prolongation were observed when drug effects were simulated using the dynamic models and the static models. CONCLUSIONS: These new dynamic models of ten well-known IKr blockers constitute a validation of our methodology to model dynamic drug-hERG channel interactions and highlight the importance of state-dependent binding, trapping dynamics and the time-course of IKr block to assess drug effects even at the steady-state.


Asunto(s)
Potenciales de Acción , Humanos , Potenciales de Acción/efectos de los fármacos , Células HEK293 , Canal de Potasio ERG1/metabolismo , Canal de Potasio ERG1/antagonistas & inhibidores , Técnicas de Placa-Clamp , Unión Proteica , Bloqueadores de los Canales de Potasio/farmacología
8.
Circulation ; 150(7): 531-543, 2024 Aug 13.
Artículo en Inglés | MEDLINE | ID: mdl-38939955

RESUMEN

BACKGROUND: Despite major advances in the clinical management of long QT syndrome, some patients are not fully protected by beta-blocker therapy. Mexiletine is a well-known sodium channel blocker, with proven efficacy in patients with sodium channel-mediated long QT syndrome type 3. Our aim was to evaluate the efficacy of mexiletine in long QT syndrome type 2 (LQT2) using cardiomyocytes derived from patient-specific human induced pluripotent stem cells, a transgenic LQT2 rabbit model, and patients with LQT2. METHODS: Heart rate-corrected field potential duration, a surrogate for QTc, was measured in human induced pluripotent stem cells from 2 patients with LQT2 (KCNH2-p.A561V, KCNH2-p.R366X) before and after mexiletine using a multiwell multi-electrode array system. Action potential duration at 90% repolarization (APD90) was evaluated in cardiomyocytes isolated from transgenic LQT2 rabbits (KCNH2-p.G628S) at baseline and after mexiletine application. Mexiletine was given to 96 patients with LQT2. Patients were defined as responders in the presence of a QTc shortening ≥40 ms. Antiarrhythmic efficacy of mexiletine was evaluated by a Poisson regression model. RESULTS: After acute treatment with mexiletine, human induced pluripotent stem cells from both patients with LQT2 showed a significant shortening of heart rate-corrected field potential duration compared with dimethyl sulfoxide control. In cardiomyocytes isolated from LQT2 rabbits, acute mexiletine significantly shortened APD90 by 113 ms, indicating a strong mexiletine-mediated shortening across different LQT2 model systems. Mexiletine was given to 96 patients with LQT2 either chronically (n=60) or after the acute oral drug test (n=36): 65% of the patients taking mexiletine only chronically and 75% of the patients who performed the acute oral test were responders. There was a significant correlation between basal QTc and ∆QTc during the test (r= -0.8; P<0.001). The oral drug test correctly predicted long-term effect in 93% of the patients. Mexiletine reduced the mean yearly event rate from 0.10 (95% CI, 0.07-0.14) to 0.04 (95% CI, 0.02-0.08), with an incidence rate ratio of 0.40 (95% CI, 0.16-0.84), reflecting a 60% reduction in the event rate (P=0.01). CONCLUSIONS: Mexiletine significantly shortens cardiac repolarization in LQT2 human induced pluripotent stem cells, in the LQT2 rabbit model, and in the majority of patients with LQT2. Furthermore, mexiletine showed antiarrhythmic efficacy. Mexiletine should therefore be considered a valid therapeutic option to be added to conventional therapies in higher-risk patients with LQT2.


Asunto(s)
Animales Modificados Genéticamente , Células Madre Pluripotentes Inducidas , Síndrome de QT Prolongado , Mexiletine , Miocitos Cardíacos , Mexiletine/farmacología , Mexiletine/uso terapéutico , Animales , Humanos , Conejos , Miocitos Cardíacos/efectos de los fármacos , Síndrome de QT Prolongado/tratamiento farmacológico , Síndrome de QT Prolongado/fisiopatología , Síndrome de QT Prolongado/genética , Células Madre Pluripotentes Inducidas/efectos de los fármacos , Masculino , Femenino , Adulto , Potenciales de Acción/efectos de los fármacos , Antiarrítmicos/farmacología , Antiarrítmicos/uso terapéutico , Adolescente , Persona de Mediana Edad , Adulto Joven , Canal de Potasio ERG1/genética , Canal de Potasio ERG1/antagonistas & inhibidores , Canal de Potasio ERG1/metabolismo , Frecuencia Cardíaca/efectos de los fármacos , Modelos Animales de Enfermedad , Niño , Resultado del Tratamiento
9.
Lab Chip ; 24(12): 3183-3190, 2024 06 11.
Artículo en Inglés | MEDLINE | ID: mdl-38828904

RESUMEN

hERG channel screening has been achieved based on electrical impedance tomography and extracellular voltage activation (EIT-EVA) to improve the non-invasive aspect of drug discovery. EIT-EVA screens hERG channels by considering the change in extracellular ion concentration which modifies the extracellular resistance in cell suspension. The rate of ion passing in cell suspension is calculated from the extracellular resistance Rex, which is obtained from the EIT measurement at a frequency of 500 kHz. In the experiment, non-invasive screening is applied by a novel integrated EIT-EVA printed circuit board (PCB) sensor to human embryonic kidney (HEK) 293 cells transfected with the human ether-a-go-go-related gene (hERG) ion channel, while the E-4031 antiarrhythmic drug is used for hERG channel inhibition. The extracellular resistance Rex of the HEK 293 cells suspension is measured by EIT as the hERG channels are activated by EVA over time. The Rex is reconstructed into extracellular conductivity distribution change Δσ to reflect the extracellular K+ ion concentration change Δc resulting from the activated hERG channel. Δc is increased rapidly during the hERG channel non-inhibition state while Δc is increased slower with increasing drug concentration cd. In order to evaluate the EIT-EVA system, the inhibitory ratio index (IR) was calculated based on the rate of Δc over time. Half-maximal inhibitory concentration (IC50) of 2.7 nM is obtained from the cd and IR dose-response relationship. The IR from EIT-EVA is compared with the results from the patch-clamp method, which gives R2 of 0.85. In conclusion, EIT-EVA is successfully applied to non-invasive hERG channel screening.


Asunto(s)
Impedancia Eléctrica , Canales de Potasio Éter-A-Go-Go , Humanos , Células HEK293 , Canales de Potasio Éter-A-Go-Go/metabolismo , Canales de Potasio Éter-A-Go-Go/antagonistas & inhibidores , Tomografía/instrumentación , Canal de Potasio ERG1/metabolismo , Canal de Potasio ERG1/antagonistas & inhibidores , Piperidinas/farmacología , Piperidinas/química , Piridinas/farmacología , Piridinas/química
10.
J Hazard Mater ; 474: 134724, 2024 Aug 05.
Artículo en Inglés | MEDLINE | ID: mdl-38805819

RESUMEN

The cardiotoxic effects of various pollutants have been a growing concern in environmental and material science. These effects encompass arrhythmias, myocardial injury, cardiac insufficiency, and pericardial inflammation. Compounds such as organic solvents and air pollutants disrupt the potassium, sodium, and calcium ion channels cardiac cell membranes, leading to the dysregulation of cardiac function. However, current cardiotoxicity models have disadvantages of incomplete data, ion channels, interpretability issues, and inability of toxic structure visualization. Herein, an interpretable deep-learning model known as CardioDPi was developed, which is capable of discriminating cardiotoxicity induced by the human Ether-à-go-go-related gene (hERG) channel, sodium channel (Na_v1.5), and calcium channel (Ca_v1.5) blockade. External validation yielded promising area under the ROC curve (AUC) values of 0.89, 0.89, and 0.94 for the hERG, Na_v1.5, and Ca_v1.5 channels, respectively. The CardioDPi can be freely accessed on the web server CardioDPipredictor (http://cardiodpi.sapredictor.cn/). Furthermore, the structural characteristics of cardiotoxic compounds were analyzed and structural alerts (SAs) can be extracted using the user-friendly CardioDPi-SAdetector web service (http://cardiosa.sapredictor.cn/). CardioDPi is a valuable tool for identifying cardiotoxic chemicals that are environmental and health risks. Moreover, the SA system provides essential insights for mode-of-action studies concerning cardiotoxic compounds.


Asunto(s)
Aprendizaje Profundo , Canal de Sodio Activado por Voltaje NAV1.5 , Humanos , Canal de Sodio Activado por Voltaje NAV1.5/metabolismo , Canal de Sodio Activado por Voltaje NAV1.5/genética , Cardiotoxicidad/etiología , Canal de Potasio ERG1/metabolismo , Canal de Potasio ERG1/antagonistas & inhibidores , Canales de Calcio Tipo L/metabolismo , Canales de Calcio Tipo L/efectos de los fármacos , Canales de Calcio Tipo L/química , Cardiotoxinas/toxicidad , Cardiotoxinas/química
11.
J Med Chem ; 67(15): 12676-12694, 2024 Aug 08.
Artículo en Inglés | MEDLINE | ID: mdl-38757601

RESUMEN

Late sodium current (INa) inhibitors are a new subclass of antiarrhythmic agents. To overcome the drawbacks, e.g., low efficacy and inhibition effect on K+ current, of the FDA-approved late INa inhibitor ranolazine, chain amide 6a-6q, 1,4-disubstituted piperazin-2-ones 7a-7s, and their derivatives 8a-8n were successively designed, synthesized, and evaluated in vitro on the NaV1.5-transfected HEK293T cells by the whole-cell patch clamp recording assay at the concentration of 40 µM. Among the new skeleton compounds, 7d showed the highest efficacy (IC50 = 2.7 µM) and good selectivity (peak/late ratio >30 folds), as well as excellent pharmacokinetics properties in mice (T1/2 of 3.5 h, F = 90%, 3 mg/kg, po). It exhibited low hERG inhibition and was able to reverse the ATX-II-induced augmentation of late INa phenotype of LQT3 model in isolated rabbit hearts. These results suggest the application potentials of 7d in the treatments of arrhythmias related to the enhancement of late INa.


Asunto(s)
Piperazinas , Animales , Conejos , Células HEK293 , Humanos , Piperazinas/farmacología , Piperazinas/química , Piperazinas/síntesis química , Piperazinas/farmacocinética , Antiarrítmicos/farmacología , Antiarrítmicos/química , Antiarrítmicos/farmacocinética , Antiarrítmicos/síntesis química , Bloqueadores de los Canales de Sodio/farmacología , Bloqueadores de los Canales de Sodio/química , Bloqueadores de los Canales de Sodio/síntesis química , Bloqueadores de los Canales de Sodio/farmacocinética , Ratones , Síndrome de QT Prolongado/inducido químicamente , Relación Estructura-Actividad , Masculino , Canal de Sodio Activado por Voltaje NAV1.5/metabolismo , Corazón/efectos de los fármacos , Canales de Potasio Éter-A-Go-Go/antagonistas & inhibidores , Canales de Potasio Éter-A-Go-Go/metabolismo , Canal de Potasio ERG1/antagonistas & inhibidores , Canal de Potasio ERG1/metabolismo , Trastorno del Sistema de Conducción Cardíaco
12.
Toxicology ; 505: 153830, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38754619

RESUMEN

The use of tyrosine kinase inhibitors (TKIs) has resulted in significant occurrence of arrhythmias. However, the precise mechanism of the proarrhythmic effect is not fully understood. In this study, we found that nilotinib (NIL), vandetanib (VAN), and mobocertinib (MOB) induced the development of "cellrhythmia" (arrhythmia-like events) in a concentration-dependent manner in human induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs). Continuous administration of NIL, VAN, or MOB in animals significantly prolonged the action potential durations (APD) and increased susceptibility to arrhythmias. Using phosphoproteomic analysis, we identified proteins with altered phosphorylation levels after treatment with 3 µM NIL, VAN, and MOB for 1.5 h. Using these identified proteins as substrates, we performed kinase-substrate enrichment analysis to identify the kinases driving the changes in phosphorylation levels of these proteins. MAPK and WNK were both inhibited by NIL, VAN, and MOB. A selective inhibitor of WNK1, WNK-IN-11, induced concentration- and time-dependent cellrhythmias and prolonged field potential duration (FPD) in hiPSC-CMs in vitro; furthermore, administration in guinea pigs confirmed that WNK-IN-11 prolonged ventricular repolarization and increased susceptibility to arrhythmias. Fingding indicated that WNK1 inhibition had an in vivo and in vitro arrhythmogenic phenotype similar to TKIs. Additionally,three of TKIs reduced hERG and KCNQ1 expression at protein level, not at transcription level. Similarly, the knockdown of WNK1 decreased hERG and KCNQ1 protein expression in hiPSC-CMs. Collectively, our data suggest that the proarrhythmic effects of NIL, VAN, and MOB occur through a kinase inhibition mechanism. NIL, VAN, and MOB inhibit WNK1 kinase, leading to a decrease in hERG and KCNQ1 protein expression, thereby prolonging action potential repolarization and consequently cause arrhythmias.


Asunto(s)
Potenciales de Acción , Arritmias Cardíacas , Miocitos Cardíacos , Piperidinas , Proteómica , Pirimidinas , Quinazolinas , Humanos , Arritmias Cardíacas/inducido químicamente , Animales , Proteómica/métodos , Miocitos Cardíacos/efectos de los fármacos , Miocitos Cardíacos/metabolismo , Piperidinas/farmacología , Piperidinas/toxicidad , Pirimidinas/toxicidad , Pirimidinas/farmacología , Quinazolinas/toxicidad , Quinazolinas/farmacología , Potenciales de Acción/efectos de los fármacos , Inhibidores de Proteínas Quinasas/toxicidad , Inhibidores de Proteínas Quinasas/farmacología , Fosforilación , Canal de Potasio ERG1/metabolismo , Canal de Potasio ERG1/antagonistas & inhibidores , Canal de Potasio ERG1/genética , Cobayas , Células Madre Pluripotentes Inducidas/efectos de los fármacos , Células Madre Pluripotentes Inducidas/metabolismo , Masculino , Canal de Potasio KCNQ1/metabolismo , Canal de Potasio KCNQ1/genética , Canal de Potasio KCNQ1/efectos de los fármacos , Fosfoproteínas/metabolismo , Relación Dosis-Respuesta a Droga
13.
Naunyn Schmiedebergs Arch Pharmacol ; 397(7): 5093-5104, 2024 07.
Artículo en Inglés | MEDLINE | ID: mdl-38224347

RESUMEN

Cavutilide (niferidil, refralon) is a new class III antiarrhythmic drug which effectively terminates persistent atrial fibrillation (AF; 84.6% of patients, mean AF duration 3 months) and demonstrates low risk of torsade de pointes (1.7%). ERG channels of rapid delayed rectifier current(IKr) are the primary target of cavutilide, but the particular reasons of higher effectiveness and lower proarrhythmic risk in comparison with other class III IKr blockers are unclear. The inhibition of hERG channels expressed in CHO-K1 cells by cavutilide was studied using whole-cell patch-clamp. The present study demonstrates high sensitivity of IhERG expressed in CHO-K1 cells to cavutilide (IC50 = 12.8 nM). Similarly to methanesulfonanilide class III agents, but unlike amiodarone and related drugs, cavutilide does not bind to hERG channels in their resting state. However, in contrast to dofetilide, cavutilide binds not only to opened, but also to inactivated channels. Moreover, at positive constantly set membrane potential (+ 60 mV) inhibition of IhERG by 100 nM cavutilide develops faster than at 0 mV and, especially, - 30 mV (τ of inhibition was 78.8, 103, and 153 ms, respectively). Thereby, cavutilide produces IhERG inhibition only when the cell is depolarized. During the same period of time, cavutilide produces greater block of IhERG when the cell is depolarized with 2 Hz frequency, if compared to 0.2 Hz. We suggest that, during the limited time after injection, cavutilide produces stronger inhibition of IKr in fibrillating atrium than in non-fibrillating ventricle. This leads to beneficial combination of antiarrhythmic effectiveness and low proarrhythmicity of cavutilide.


Asunto(s)
Antiarrítmicos , Canal de Potasio ERG1 , Animales , Cricetinae , Humanos , Antiarrítmicos/farmacología , Células CHO , Cricetulus , Canal de Potasio ERG1/antagonistas & inhibidores , Canal de Potasio ERG1/metabolismo , Canales de Potasio Éter-A-Go-Go/antagonistas & inhibidores , Canales de Potasio Éter-A-Go-Go/metabolismo , Técnicas de Placa-Clamp , Fenetilaminas/farmacología , Bloqueadores de los Canales de Potasio/farmacología , Sulfonamidas/farmacología
14.
Sci China Life Sci ; 65(3): 529-539, 2022 03.
Artículo en Inglés | MEDLINE | ID: mdl-34319533

RESUMEN

Artificial intelligence (AI) models usually require large amounts of high-quality training data, which is in striking contrast to the situation of small and biased data faced by current drug discovery pipelines. The concept of federated learning has been proposed to utilize distributed data from different sources without leaking sensitive information of the data. This emerging decentralized machine learning paradigm is expected to dramatically improve the success rate of AI-powered drug discovery. Here, we simulated the federated learning process with different property and activity datasets from different sources, among which overlapping molecules with high or low biases exist in the recorded values. Beyond the benefit of gaining more data, we also demonstrated that federated training has a regularization effect superior to centralized training on the pooled datasets with high biases. Moreover, different network architectures for clients and aggregation algorithms for coordinators have been compared on the performance of federated learning, where personalized federated learning shows promising results. Our work demonstrates the applicability of federated learning in predicting drug-related properties and highlights its promising role in addressing the small and biased data dilemma in drug discovery.


Asunto(s)
Inteligencia Artificial , Descubrimiento de Drogas , Algoritmos , Conjuntos de Datos como Asunto , Canal de Potasio ERG1/antagonistas & inhibidores
15.
Eur J Pharmacol ; 913: 174632, 2021 Dec 15.
Artículo en Inglés | MEDLINE | ID: mdl-34785211

RESUMEN

Chloroquine and hydroxychloroquine have been proposed recently as therapy for SARS-CoV-2-infected patients, but during 3 months of extensive use concerns were raised related to their clinical effectiveness and arrhythmogenic risk. Therefore, we estimated for these compounds several proarrhythmogenic risk predictors according to the Comprehensive in vitro Proarrhythmia Assay (CiPA) paradigm. Experiments were performed with either CytoPatch™2 automated or manual patch-clamp setups on HEK293T cells stably or transiently transfected with hERG1, hNav1.5, hKir2.1, hKv7.1+hMinK, and on Pluricyte® cardiomyocytes (Ncardia), using physiological solutions. Dose-response plots of hERG1 inhibition fitted with Hill functions yielded IC50 values in the low micromolar range for both compounds. We found hyperpolarizing shifts of tens of mV, larger for chloroquine, in the voltage-dependent activation but not inactivation, as well as a voltage-dependent block of hERG current, larger at positive potentials. We also found inhibitory effects on peak and late INa and on IK1, with IC50 of tens of µM and larger for chloroquine. The two compounds, tested on Pluricyte® cardiomyocytes using the ß-escin-perforated method, inhibited IKr, ICaL, INa peak, but had no effect on If. In current-clamp they caused action potential prolongation. Our data and those from literature for Ito were used to compute proarrhythmogenic risk predictors Bnet (Mistry HB, 2018) and Qnet (Dutta S et al., 2017), with hERG1 blocking/unblocking rates estimated from time constants of fractional block. Although the two antimalarials are successfully used in autoimmune diseases, and chloroquine may be effective in atrial fibrillation, assays place these drugs in the intermediate proarrhythmogenic risk group.


Asunto(s)
Antivirales/efectos adversos , Arritmias Cardíacas/inducido químicamente , Cloroquina/farmacología , Hidroxicloroquina/efectos adversos , Potenciales de Acción/efectos de los fármacos , Bioensayo , Simulación por Computador , Correlación de Datos , Relación Dosis-Respuesta a Droga , Canal de Potasio ERG1/agonistas , Canal de Potasio ERG1/antagonistas & inhibidores , Canal de Potasio ERG1/metabolismo , Células HEK293 , Humanos , Concentración 50 Inhibidora , Canal de Potasio KCNQ1/antagonistas & inhibidores , Canal de Potasio KCNQ1/metabolismo , Cinética , Miocitos Cardíacos/efectos de los fármacos , Canal de Sodio Activado por Voltaje NAV1.5/metabolismo , Técnicas de Placa-Clamp , Canales de Potasio de Rectificación Interna/antagonistas & inhibidores , Canales de Potasio de Rectificación Interna/metabolismo , Canales de Potasio con Entrada de Voltaje/metabolismo , Medición de Riesgo , SARS-CoV-2/efectos de los fármacos , Tratamiento Farmacológico de COVID-19
16.
Toxicology ; 464: 153018, 2021 12.
Artículo en Inglés | MEDLINE | ID: mdl-34757159

RESUMEN

The human ether-à-go-go-related gene (hERG) encodes the Kv11.1 voltage-gated potassium ion (K+) channel that conducts the rapidly activating delayed rectifier current (IKr) in cardiomyocytes to regulate the repolarization process. Some drugs, as blockers of hERG potassium channels, cannot be marketed due to prolonged QT intervals, as well known as cardiotoxicity. Predetermining the binding affinity values between drugs and hERG through in silico methods can greatly reduce the time and cost required for experimental verification. In this study, we collected 9,215 compounds with AutoDock Vina's docking structures as training set, and collected compounds from four references as test sets. A series of models for predicting the binding affinities of hERG blockers were built based on five machine learning algorithms and combinations of interaction features and ligand features. The model built by support vector regression (SVR) using the combination of all features achieved the best performance on both tenfold cross-validation and external verification, which was selected and named as TSSF-hERG (target-specific scoring function for hERG). TSSF-hERG is more accurate than the classic scoring function of AutoDock Vina and the machine-learning-based generic scoring function RF-Score, with a Pearson's correlation coefficient (Rp) of 0.765, a Spearman's rank correlation coefficient (Rs) of 0.757, a root-mean-square error (RMSE) of 0.585 in a tenfold cross-validation study. All results demonstrated that TSSF-hERG would be useful for improving the power of binding affinity prediction between hERG and compounds, which can be further used for prediction or virtual screening of the hERG-related cardiotoxicity of drug candidates.


Asunto(s)
Cardiotoxicidad/etiología , Canal de Potasio ERG1/antagonistas & inhibidores , Aprendizaje Automático , Bloqueadores de los Canales de Potasio/toxicidad , Algoritmos , Cardiotoxicidad/fisiopatología , Canal de Potasio ERG1/metabolismo , Humanos , Simulación del Acoplamiento Molecular , Bloqueadores de los Canales de Potasio/química , Bloqueadores de los Canales de Potasio/metabolismo , Unión Proteica
17.
Cell Mol Life Sci ; 78(23): 7899-7914, 2021 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-34727194

RESUMEN

The lipophilic polycyclic aromatic hydrocarbon (PAH) phenanthrene is relatively abundant in polluted air and water and can access and accumulate in human tissue. Phenanthrene has been reported to interact with cardiac ion channels in several fish species. This study was undertaken to investigate the ability of phenanthrene to interact with hERG (human Ether-à-go-go-Related Gene) encoded Kv11.1 K+ channels, which play a central role in human ventricular repolarization. Pharmacological inhibition of hERG can be proarrhythmic. Whole-cell patch clamp recordings of hERG current (IhERG) were made from HEK293 cells expressing wild-type (WT) and mutant hERG channels. WT IhERG1a was inhibited by phenanthrene with an IC50 of 17.6 ± 1.7 µM, whilst IhERG1a/1b exhibited an IC50 of 1.8 ± 0.3 µM. WT IhERG block showed marked voltage and time dependence, indicative of dependence of inhibition on channel gating. The inhibitory effect of phenanthrene was markedly impaired by the attenuated inactivation N588K mutation. Remarkably, mutations of S6 domain aromatic amino acids (Y652, F656) in the canonical drug binding site did not impair the inhibitory action of phenanthrene; the Y652A mutation augmented IhERG block. In contrast, the F557L (S5) and M651A (S6) mutations impaired the ability of phenanthrene to inhibit IhERG, as did the S624A mutation below the selectivity filter region. Computational docking using a cryo-EM derived hERG structure supported the mutagenesis data. Thus, phenanthrene acts as an inhibitor of the hERG K+ channel by directly interacting with the channel, binding to a distinct site in the channel pore domain.


Asunto(s)
Canal de Potasio ERG1/antagonistas & inhibidores , Fenómenos Electrofisiológicos , Simulación del Acoplamiento Molecular , Mutación , Fenantrenos/farmacología , Relación Dosis-Respuesta a Droga , Canal de Potasio ERG1/genética , Canal de Potasio ERG1/metabolismo , Células HEK293 , Humanos , Mutagénesis Sitio-Dirigida
18.
Toxicol Appl Pharmacol ; 431: 115731, 2021 11 15.
Artículo en Inglés | MEDLINE | ID: mdl-34592322

RESUMEN

Benzethonium chloride (BZT) and domiphen bromide (DMP) are widely used as antimicrobials in drugs, vaccines and industry. However, no cardiac safety data has been developed on both compounds. Previously we reported BZT and DMP as high-affinity human ether-a-go-go related gene (HERG) channel inhibitors with unknown proarrhythmic risk. Here, we investigate the cardiotoxicity of BZT and DMP in vitro and in vivo, aiming to improve the safety-in-use of both antimicrobials. In the present study, human iPSC derived cardiomyocytes (hiPSC-CMs) were generated and rabbit models were used to examine the proarrhythmic potential of BZT and DMP. Our results found that BZT and DMP induced time- and dose-dependent decrease in the contractile parameters of hiPSC-CMs, prolonged FPDc (≥ 0.1 µM), caused tachycardia/fibrillation-like oscillation (0.3-1 µM), ultimately progressing to irreversible arrest of beating (≥ 1 µM). The IC50 values of BZT and DMP derived from normalized beat rate were 0.13 µM and 0.10 µM on hiPSC-CMs at 76 days. Moreover, in vivo rabbit ECG data demonstrated that 12.85 mg/kg BZT and 3.85 mg/kg DMP evoked QTc prolongation, noncomplex arrhythmias and ventricular tachycardias. Our findings support the cardiac safety of 0.01 µM BZT/DMP in vitro and the intravenous infusion of 3.85 mg/kg BZT and 1.28 mg/kg DMP in vivo, whereas higher concentrations of both compounds cause mild to moderate cardiotoxicity that should not be neglected during medical and industrial applications.


Asunto(s)
Antiinfecciosos/toxicidad , Arritmias Cardíacas/inducido químicamente , Bencetonio/toxicidad , Canal de Potasio ERG1/antagonistas & inhibidores , Frecuencia Cardíaca/efectos de los fármacos , Células Madre Pluripotentes Inducidas/efectos de los fármacos , Miocitos Cardíacos/efectos de los fármacos , Bloqueadores de los Canales de Potasio/toxicidad , Compuestos de Amonio Cuaternario/toxicidad , Potenciales de Acción/efectos de los fármacos , Animales , Arritmias Cardíacas/metabolismo , Arritmias Cardíacas/fisiopatología , Cardiotoxicidad , Línea Celular , Relación Dosis-Respuesta a Droga , Canal de Potasio ERG1/metabolismo , Humanos , Células Madre Pluripotentes Inducidas/metabolismo , Masculino , Miocitos Cardíacos/metabolismo , Conejos , Medición de Riesgo , Factores de Tiempo , Pruebas de Toxicidad
19.
Eur J Pharmacol ; 910: 174441, 2021 Nov 05.
Artículo en Inglés | MEDLINE | ID: mdl-34474028

RESUMEN

Gefitinib, a tyrosine kinase inhibitor, was the first targeted therapy for non-small cell lung cancer (NSCLC). Gefitinib could block human Ether-à-go-go-Related Gene (hERG) channel, an important target in drug-induced long QT syndrome. However, it is unclear whether gefitinib could induce QT interval prolongation. Here, whole-cell patch-clamp technique was used for evaluating the effect of gefitinib on rapidly-activating delayed rectifier K+ current (IKr), slowly-activating delayed rectifier K+ current (IKs), transient outward potassium current (Ito), inward rectifier K+ current (IK1) and on action potentials in guinea pig ventricular myocytes. The Langendorff heart perfusion technique was used to determine drug effect on the ECG. Gefitinib depressed IKr by binding to open and closed hERG channels in a concentration-dependent way (IC50: 1.91 µM). The inhibitory effect of gefitinib on wildtype hERG channels was reduced at the hERG mutants Y652A, S636A, F656V and S631A (IC50: 8.51, 13.97, 18.86, 32.99 µM), indicating that gefitinib is a pore inhibitor of hERG channels. In addition, gefitinib accelerated hERG channel inactivation and decreased channel steady-state inactivation. Gefitinib also decreased IKs with IC50 of 23.8 µM. Moreover, gefitinib increased action potential duration (APD) in guinea pig ventricular myocytes and the corrected QT interval (QTc) in isolated perfused guinea pig hearts in a concentration-dependent way (1-30 µM). These findings indicate that gefitinib could prolong QTc interval by potently blocking hERG channel, modulating kinetic properties of hERG channel. Partial block of KCNQ1/KCNE1 could also contribute to delayed repolarization and prolonged QT interval. Thus, caution should be taken when gefitinib is used for NSCLC treatment.


Asunto(s)
Gefitinib/farmacología , Síndrome de QT Prolongado/metabolismo , Bloqueadores de los Canales de Potasio/farmacología , Potenciales de Acción/efectos de los fármacos , Animales , Canal de Potasio ERG1/antagonistas & inhibidores , Canal de Potasio ERG1/metabolismo , Electrocardiografía/efectos de los fármacos , Cobayas , Células HEK293 , Ventrículos Cardíacos/efectos de los fármacos , Humanos , Síndrome de QT Prolongado/inducido químicamente , Masculino , Contracción Miocárdica/efectos de los fármacos , Miocitos Cardíacos/efectos de los fármacos , Técnicas de Placa-Clamp
20.
Heart Rhythm ; 18(12): 2177-2186, 2021 12.
Artículo en Inglés | MEDLINE | ID: mdl-34481984

RESUMEN

BACKGROUND: Oliceridine is a biased ligand at the µ-opioid receptor recently approved for the treatment of acute pain. In a thorough QT study, corrected QT (QTc) prolongation displayed peaks at 2.5 and 60 minutes after a supratherapeutic dose. The mean plasma concentration peaked at 5 minutes, declining rapidly thereafter. OBJECTIVE: The purpose of this study was to examine the basis for the delayed effect of oliceridine to prolong the QTc interval. METHODS: Repolarization parameters and tissue accumulation of oliceridine were evaluated in rabbit left ventricular wedge preparations over a period of 5 hours. The effects of oliceridine on ion channel currents were evaluated in human embryonic kidney and Chinese hamster ovary cells. Quinidine was used as a control. RESULTS: Oliceridine and quinidine produced a progressive prolongation of the QTc interval and action potential duration over a period of 5 hours, paralleling slow progressive tissue uptake of the drugs. Oliceridine caused modest prolongation of these parameters, whereas quinidine produced a prominent prolongation of action potential duration and QTc interval as well as development of early afterdepolarization (after 2 hours), resulting in a high torsades de pointes score. The 50% inhibitory concentration values for the oliceridine inhibition of the rapidly activating delayed rectifier current (human ether a-go-go current) and late sodium channel current were 2.2 and 3.45 µM when assessed after traditional acute exposure but much lower after 3 hours of drug exposure. CONCLUSION: Our findings suggest that a gradual increase of intracellular access of drugs to the hERG channels as a result of their intracellular uptake and accumulation can significantly delay effects on repolarization, thus confounding the assessment of QT interval prolongation and arrhythmic risk when studied acutely. The multi-ion channel effects of oliceridine, late sodium channel current inhibition in particular, point to a low risk of devloping torsades de pointes.


Asunto(s)
Arritmias Cardíacas , Canal de Potasio ERG1/antagonistas & inhibidores , Compuestos de Espiro/farmacocinética , Tiofenos/farmacocinética , Analgésicos Opioides/farmacocinética , Animales , Arritmias Cardíacas/etiología , Arritmias Cardíacas/metabolismo , Arritmias Cardíacas/fisiopatología , Arritmias Cardíacas/prevención & control , Línea Celular , Cricetulus , Humanos , Concentración 50 Inhibidora , Síndrome de QT Prolongado/inducido químicamente , Síndrome de QT Prolongado/metabolismo , Síndrome de QT Prolongado/fisiopatología , Moduladores del Transporte de Membrana/farmacología , Quinidina/farmacocinética , Distribución Tisular , Bloqueadores del Canal de Sodio Activado por Voltaje/farmacocinética
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