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Bigus S, Russmüller G, Starzengruber P, Reitter H, Sacher CL. Antibiotic resistance of the bacterial spectrum of deep space head and neck infections in oral and maxillofacial surgery - a retrospective study. Clin Oral Investig 2023; 27:4687-4693. [PMID: 37294354 DOI: 10.1007/s00784-023-05095-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Accepted: 05/23/2023] [Indexed: 06/10/2023]
Abstract
OBJECTIVES The aim of this study was to evaluate the current resistance situation concerning routinely used antibiotics for treatment in odontogenic abscesses. MATERIALS AND METHODS This retrospective study assessed patients with deep space head and neck infections who were treated by surgical intervention under general anesthesia at our department. The target parameter was the ascertainment of the resistance rates in order to identify the bacterial spectrum, sites in the body, length of inpatient stay, and the age and sex of the patients. RESULTS A total of 539 patients, 268 (49.7%) males and 271 (50.3%) females were included in the study. The mean age was 36.5 ± 22.1 years. There was no significant difference between the two sexes with regard to the mean duration of hospitalization (p = 0.574). The predominant bacteria in the aerobic spectrum were streptococci of the viridans group and staphylococci, in the anaerobic spectrum Prevotella and Propionibacteria spp. Rates of resistance to clindamycin were between 34 and 47% in both the facultative and obligate anaerobic spectrum. Increased resistance was likewise found in the facultative anaerobic spectrum, with 94% resistance to ampicillin and 45% to erythromycin. CONCLUSION Due to the increasing levels of resistance to clindamycin, their use in empiric antibiotic treatment for deep space head and neck infections should be viewed critically. CLINICAL RELEVANCE Resistance rates continue to increase compared to previous studies. The use of these antibiotic groups in patients with a penicillin allergy needs to be called into question and alternative medications sought.
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Affiliation(s)
- Simon Bigus
- Department of Oral and Maxillofacial Surgery, Campus Virchow-Klinikum, Charité - University Medicine Berlin, Augustenburger Platz 1, 13353, Berlin, Germany
| | - Günter Russmüller
- Department of Oral and Maxillofacial Surgery, University Hospital Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria
| | - Peter Starzengruber
- Department of Laboratory Medicine, University Hospital Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria
| | - Hannah Reitter
- Austrian Public Health Insurance, Wienerbergstrasse 13, 1100, Vienna, Austria
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Ullah A, Ahmad S, Ali N, Hussain H, Allahyani M, Almehmadi M, Alsaiari AA, Abdulaziz O, Almarshad F, Bukhari SH. The Effects of Moxifloxacin and Gemifloxacin on the ECG Morphology in Healthy Volunteers: A Phase 1 Randomized Clinical Trial. Diagnostics (Basel) 2023; 13:diagnostics13071234. [PMID: 37046452 PMCID: PMC10092949 DOI: 10.3390/diagnostics13071234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Revised: 03/16/2023] [Accepted: 03/17/2023] [Indexed: 04/14/2023] Open
Abstract
Moxifloxacin and gemifloxacin are the two newer broad-spectrum 8-methoxy-quinolone derivatives that are used to treat various bacterial infections in cardiac patients. In this research study, we assessed the impact of moxifloxacin and gemifloxacin on the QT intervals of electrocardiograms in normal adult doses and draw a comparison, in a controlled environment, on healthy volunteers. Additionally, the effect of both test drugs on the QRS complex was checked. Sixty healthy volunteers were randomly assigned to two groups via R-software, and each respectively received moxifloxacin and gemifloxacin for five days. The research ethics committee approved the research, and it was registered for clinical trial under NCT04692623. The participants' electrocardiograms were obtained before the start of the dose (baseline) and on the fifth day. Significant prolongation of QT interval was noted in moxifloxacin (p < 0.0001) as compared to gemifloxacin treated groups. There were no cases of QTc prolongation over the usual limits (450-470 ms) in the gemifloxacin-treated group, however, QTc prolongations at the rate of 30 and 60 ms from the baseline were noted, interpreted as per the EMEA guidelines. These findings indicate that moxifloxacin caused significant (p < 0.0001) QT interval prolongation (QTIP) as compared to gemifloxacin. In contrast to the previously reported literature, the prominent effect of moxifloxacin on the widening of the QRS-complex was noted with no such effect on QRS-widening in the gemifloxacin-treated group. It is concluded that both drugs have the potential for considerable QT interval prolongation (QTIP) effects, which is one of the risk factors for developing torsade de pointes (TdPs) in cardiac patients. Thus, clinicians should exercise caution when prescribing moxifloxacin and gemifloxacin to cardiac patients and should consider alternate treatment options.
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Affiliation(s)
- Abid Ullah
- Department of Pharmacy, Shaheed Benazir Bhutto University Sheringal, Dir Upper 18000, Khyber Pakhtunkhwa, Pakistan
| | - Shujaat Ahmad
- Department of Pharmacy, Shaheed Benazir Bhutto University Sheringal, Dir Upper 18000, Khyber Pakhtunkhwa, Pakistan
| | - Niaz Ali
- Department of Pharmacology, College of Medicine, Shaqra University, Shaqra 11961, Saudi Arabia
- Department of Pharmacology, Institute of Basic Medical Sciences, Khyber Medical University, Peshawar 25100, Khyber Pakhtunkhwa, Pakistan
| | - Haya Hussain
- Department of Pharmacy, Shaheed Benazir Bhutto University Sheringal, Dir Upper 18000, Khyber Pakhtunkhwa, Pakistan
| | - Mamdouh Allahyani
- Department of Clinical Laboratory, Sciences Saudi Arabia Department, College of Applied Medical Sciences, Taif University, Taif 21944, Saudi Arabia
| | - Mazen Almehmadi
- Department of Clinical Laboratory, Sciences Saudi Arabia Department, College of Applied Medical Sciences, Taif University, Taif 21944, Saudi Arabia
| | - Ahad Amer Alsaiari
- Department of Clinical Laboratory, Sciences Saudi Arabia Department, College of Applied Medical Sciences, Taif University, Taif 21944, Saudi Arabia
| | - Osama Abdulaziz
- Department of Clinical Laboratory, Sciences Saudi Arabia Department, College of Applied Medical Sciences, Taif University, Taif 21944, Saudi Arabia
| | - Feras Almarshad
- Department of Medicine, College of Medicine, Shaqra University, Shaqra 11961, Saudi Arabia
| | - Syeda Hajira Bukhari
- Department of Pharmacology, Institute of Basic Medical Sciences, Khyber Medical University, Peshawar 25100, Khyber Pakhtunkhwa, Pakistan
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Kallend D, Mason J, Smith PF, Koren MJ, Stoekenbroek R, He Y, Wijngaard P. An evaluation of a supratherapeutic dose of inclisiran on cardiac repolarization in healthy volunteers: A phase I, randomized study. Clin Transl Sci 2022; 15:2663-2672. [PMID: 36196601 PMCID: PMC9652432 DOI: 10.1111/cts.13391] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Revised: 08/02/2022] [Accepted: 08/04/2022] [Indexed: 01/25/2023] Open
Abstract
Inclisiran is a small interfering RNA molecule that has been shown to provide an effective and sustained reduction in low-density lipoprotein cholesterol levels. This study aimed to determine whether a supratherapeutic dose of inclisiran affects cardiac repolarization and conduction in healthy volunteers. A phase I, randomized, double-blind, double-dummy, placebo- and positive-controlled, three-way crossover study was performed in 48 healthy volunteers. Volunteers were assigned to three treatments in a randomized sequence: a supratherapeutic dose of inclisiran sodium (900 mg), placebo, or moxifloxacin 400 mg as a positive control, with a minimum 7-day washout period between treatments. Continuous electrocardiogram monitoring was performed from >60 min before dosing until 48 h after dosing. Pharmacokinetics, pharmacodynamics, and safety were also assessed. Inclisiran, at a supratherapeutic dose, did not show a clinically significant effect on the QT interval (Fridericia correction formula [QTcF]; maximal placebo- and baseline-corrected change: 2.5 ms [90% confidence interval: 0.6, 4.5]) near the maximal plasma concentrations at 4 h. In addition, inclisiran did not show any effects on other electrocardiogram intervals or ST- and T-wave morphology. The positive control, moxifloxacin, demonstrated the expected changes in QTcF interval, validating the adequate sensitivity of the study. A supratherapeutic dose of inclisiran sodium (900 mg) had no effect on the QTcF interval or other electrocardiogram parameters, providing additional insight and reassurance regarding the safety profile of inclisiran.
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Affiliation(s)
- David Kallend
- Former Employee of The Medicines Company (Schweiz) GmbHZurichSwitzerland
| | - Jay Mason
- Department of Internal Medicine, University of Utah School of MedicineSalt Lake CityUtahUSA
| | | | - Michael J. Koren
- First Coast Heart & Vascular CenterJacksonvilleFloridaUSA,Jacksonville Center for Clinical ResearchJacksonvilleFloridaUSA
| | | | - YanLing He
- Novartis Institutes for BioMedical Research, Inc.CambridgeMassachusettsUSA
| | - Peter Wijngaard
- Former Employee of Novartis Pharmaceuticals CorporationEast HanoverNew JerseyUSA
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Effect of hyperglycaemia in combination with moxifloxacin on cardiac repolarization in male and female patients with type I diabetes. Clin Res Cardiol 2022; 111:1147-1160. [PMID: 35596784 PMCID: PMC9525410 DOI: 10.1007/s00392-022-02037-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 05/05/2022] [Indexed: 11/20/2022]
Abstract
Background Patients with Type 1 diabetes mellitus have been shown to be at a two to ten-fold higher risk of sudden cardiac death (SCD) (Svane et al., Curr Cardiol 2020; 22:112) than the general population, but the underlying mechanism is unclear. Hyperglycaemia is a recognised cause of QTc prolongation; a state patients with type 1 diabetes are more prone to, potentially increasing their risk of ventricular arrhythmia. Understanding the QTc prolongation effect of both hyperglycaemia and the concomitant additive risk of commonly prescribed QTc-prolonging drugs such as Moxifloxacin may help to elucidate the mechanism of sudden cardiac death in this cohort. This single-blinded, placebo-controlled study investigated the extent to which hyperglycaemia prolongs the QTc in controlled conditions, and the potential additive risk of QTc-prolonging medications. Methods 21 patients with type 1 diabetes mellitus were enrolled to a placebo-controlled crossover study at a single clinical trials unit. Patients underwent thorough QTc assessment throughout the study. A ‘hyperglycaemic clamp’ of oral and intravenous glucose was administered with a target blood glucose of > 25 mM and maintained for 2 h on day 1 and day 3, alongside placebo on day 1 and moxifloxacin on day 3. Day 2 served as a control day between the two active treatment days. Thorough QTc assessment was conducted at matched time points over 3 days, and regular blood sampling was undertaken at matched time intervals for glucose levels and moxifloxacin exposure. Results Concentration-effect modelling showed that acute hyperglycaemia prolonged the QTc interval in female and male volunteers with type 1 diabetes by a peak mean increase of 13 ms at 2 h. Peak mean QTc intervals after the administration of intravenous Moxifloxacin during the hyperglycaemic state were increased by a further 9 ms at 2 h, to 22 ms across the entire study population. Regression analysis suggested this additional increase was additive, not exponential. Hyperglycaemia was associated with a significantly greater mean QTc-prolonging effect in females, but the mean peak increase with the addition of moxifloxacin was the same for males and females. This apparent sex difference was likely due to the exclusive use of basal insulin in the male patients, which provided a low level of exogenous insulin during the study assessments thereby mitigating the effects of hyperglycaemia on QTc. This effect was partially overcome by Moxifloxacin administration, suggesting both hyperglycaemia and moxifloxacin prolong QTc by different mechanisms, based on subinterval analysis. Conclusions Hyperglycaemia was found to be a significant cause of QTc prolongation and the additional effect of a QTc-prolonging positive control (moxifloxacin) was found to be additive. Given the high risk of sudden cardiac death in type 1 diabetes mellitus, extra caution should be exercised when prescribing any medication in this cohort for QTc effects, and further research needs to be undertaken to elucidate the exact mechanism underlying this finding and explore the potential prescribing risk in diabetes. Trial Registration NCT number: NCT01984827. Graphical abstract ![]()
Supplementary Information The online version contains supplementary material available at 10.1007/s00392-022-02037-8.
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Wang F, Nie J, Yang L, Yang Z, Xu L, Wang L, Liao H, Li M, Wang P, Li G, Li H. Four-Way Crossover Phase 1 Thorough QT Study to Assess Cardiac Safety of Domperidone and Consideration for Design and Conduct of QT/QTc Study in China. Clin Pharmacol Drug Dev 2022; 11:734-743. [PMID: 35157791 DOI: 10.1002/cpdd.1072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2021] [Accepted: 12/15/2021] [Indexed: 11/11/2022]
Abstract
This study aimed to evaluate the QT prolongation potential of domperidone in healthy Chinese participants and explore the possibility of a thorough QT (TQT) study in China with a smaller sample size using concentration-QT (C-QT) modeling. Part 1 was a randomized, placebo- and positive-controlled, multiple-dose, 4-way crossover TQT study in healthy Chinese participants; 44 participants were randomized to either domperidone 10/20 mg or placebo 3 times daily, on days 1 to 3, followed by a single dose of either 10/20 mg domperidone/domperidone-placebo/domperidone-placebo plus 400 mg of moxifloxacin, on day 4. Twelve-lead electrocardiograms were recorded in triplicate at predefined time points with pharmacokinetic sampling. The results were that change from baseline in QT interval corrected for heart rate (QTc) using the Fridericia formula (QTcF) between domperidone and placebo was 1.3 milliseconds and 2.7 milliseconds for 10 and 20 mg 3 times daily, and upper limits of 2-sided 90%CI for all time points were below regulatory threshold of 10 milliseconds. In part 2, resampling analysis using C-QT modeling for moxifloxacin showed false-negative rates of <5% with sample sizes ≥6. We could conclude that no clinically relevant effect on corrected QT interval or new safety signals was observed with domperidone. A dedicated TQT study with C-QT modeling could assess drug effects on QT/corrected QT intervals for novel drug development in China.
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Affiliation(s)
- Fangfang Wang
- Department of Cardiology and Institute of Vascular Medicine, Peking University Third Hospital, Beijing, China.,NHC Key Laboratory of Cardiovascular Molecular Biology and Regulatory Peptides, Peking University Third Hospital, Beijing, China.,Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Peking University Third Hospital, Beijing, China.,Beijing Key Laboratory of Cardiovascular Receptors Research, Peking University Third Hospital, Beijing, China
| | - Jing Nie
- Janssen China R&D, Beijing, China
| | - Li Yang
- Department of Pharmacy, Peking University Third Hospital, Beijing, China
| | - Zhenhua Yang
- Drug Clinical Trial Center, Peking University Third Hospital, Beijing, China
| | - Lin Xu
- Drug Clinical Trial Center, Peking University Third Hospital, Beijing, China
| | | | | | - Mengyu Li
- OTC Medical Affairs, Xian Janssen Pharmaceutical Ltd., Beijing, China
| | - Ping Wang
- OTC Medical Affairs, Xian Janssen Pharmaceutical Ltd., Beijing, China
| | | | - Haiyan Li
- Department of Cardiology and Institute of Vascular Medicine, Peking University Third Hospital, Beijing, China.,NHC Key Laboratory of Cardiovascular Molecular Biology and Regulatory Peptides, Peking University Third Hospital, Beijing, China.,Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Peking University Third Hospital, Beijing, China.,Beijing Key Laboratory of Cardiovascular Receptors Research, Peking University Third Hospital, Beijing, China.,Drug Clinical Trial Center, Peking University Third Hospital, Beijing, China
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6
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Pai SM, Yamada H, Kleiman RB, Zhuo R, Huang QM, Koretomo R. Thorough QT/QTc Evaluation of the Cardiac Safety of Enarodustat (JTZ-951), an Oral Erythropoiesis-Stimulating Agent, in Healthy Adults. Clin Pharmacol Drug Dev 2021; 10:884-898. [PMID: 34159762 DOI: 10.1002/cpdd.933] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Accepted: 02/09/2021] [Indexed: 12/19/2022]
Abstract
This study evaluated the effect of enarodustat on cardiac repolarization in healthy subjects. Enarodustat (20 and 150 mg [supratherapeutic dose]), placebo, and moxifloxacin (positive control, 400 mg) were administered orally to males and females (N = 54) in a crossover fashion. Continuous 12-lead Holter electrocardiogram (ECG) data were obtained before and after dosing, and blood samples were obtained for pharmacokinetic assessments of enarodustat, its circulating metabolite (R)-M2, and moxifloxacin. Central tendency analysis was performed for relevant ECG parameters, the relationship between individual-corrected interval from beginning of the QRS complex to end of the T wave in the frontal plane (QTcI, the primary end point) and plasma concentrations of enarodustat and (R)-M2 were assessed, and ECG waveforms were evaluated for morphological changes. The supratherapeutic dose resulted in 7- and 9-fold higher geometric mean maximum concentrations for enarodustat and (R)-M2, respectively, than the 20 mg dose. Based on time point analysis, the upper bound of the 2-sided 90% confidence interval (CI) for QTcI did not exceed 10 milliseconds at any of the time points for either dose. Based on QTcI-concentration analysis, the slopes for enarodustat and (R)-M2 were not statistically different than 0, and the upper bounds of the 2-sided 90% CI for QTcI at the geometric mean maximum concentrations for the supratherapeutic dose were 1.97 and 1.68 milliseconds for enarodustat and (R)-M2, respectively. The lower bound of the 2-sided 90% CI for moxifloxacin was ≥5 milliseconds, demonstrating assay sensitivity. The study demonstrated no clinically relevant effect of enarodustat and (R)-M2 on cardiac repolarization. There was no evidence of any clinically significant effect on the PR interval and QRS duration, and ECG waveforms showed no new clinically relevant morphological changes.
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Affiliation(s)
- Sudhakar M Pai
- Clinical Pharmacology, Akros Pharma, Inc., Princeton, New Jersey, USA
| | - Hiroyuki Yamada
- Clinical Pharmacology, Japan Tobacco Inc., Pharmaceutical Division, Tokyo, Japan
| | - Robert B Kleiman
- ERT, 1818 Market Street, 10th floor, Philadelphia, Pennsylvania, USA
| | - Rui Zhuo
- Biostatistics, Akros Pharma, Inc., Princeton, New Jersey, USA
| | | | - Ryosuke Koretomo
- Clinical Development, Japan Tobacco Inc., Pharmaceutical Division, Tokyo, Japan
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Tellone V, Rosignoli MT, Picollo R, Dragone P, Del Vecchio A, Comandini A, Radicioni M, Leuratti C, Calisti F. Effect of 3 Single Doses of Trazodone on QTc Interval in Healthy Subjects. J Clin Pharmacol 2020; 60:1483-1495. [PMID: 32488885 PMCID: PMC7586935 DOI: 10.1002/jcph.1640] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2020] [Accepted: 04/16/2020] [Indexed: 11/18/2022]
Abstract
This study evaluated the effect of 3 doses of a trazodone hydrochloride 6% oral drops solution on the QT interval of healthy volunteers. Subjects were randomly assigned to receive a single dose of trazodone 20 mg, 60 mg, and 140 mg, moxifloxacin 400 mg, and trazodone‐matched placebo in 5 periods separated by 7‐day washouts, according to a double‐blind, crossover study design. Subjects were monitored continuously, and triplicate ECGs were extracted from baseline (predose) until 24 hours postdose. Blood samples for trazodone and moxifloxacin analyses were collected at the same time points. The concentration‐QTc relationship assessed on placebo‐adjusted change from baseline for Fridericia‐corrected QT (ΔΔQTcF) was the primary end point. ΔΔQTcF values of 4.5, 12.3, and 19.8 ms for the 20‐, 60‐, and 140‐mg doses were observed at the corresponding trazodone peak plasma concentrations. The upper bound of the 90%CI exceeded 10 ms for the 60‐ and the 140‐mg doses. Time‐matched analysis results were in line with these findings. No significant trazodone effect on heart rate or PR or QRS intervals and no clinically significant new morphological changes were present. In this moxifloxacin‐validated ECG trial, trazodone had a modest, dose‐dependent effect on cardiac repolarization, with no QTc prolongation observed with the 20‐mg dose and an effect exceeding the values set in E14 guideline with the 60‐ and 140‐mg doses. The effect on cardiac repolarization is unlikely to represent a clinical risk for ventricular proarrhythmia, but caution should be used with concomitant use of other medications that prolong QT or increase trazodone exposure.
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Kleiman RB, Darpo B, Thorn M, Stoehr T, Schippers F. Potential strategy for assessing QT/QTc interval for drugs that produce rapid changes in heart rate: Electrocardiographic assessment of the effects of intravenous remimazolam on cardiac repolarization. Br J Clin Pharmacol 2020; 86:1600-1609. [PMID: 32144789 PMCID: PMC7373701 DOI: 10.1111/bcp.14270] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Revised: 02/12/2020] [Accepted: 02/17/2020] [Indexed: 11/25/2022] Open
Abstract
Aims Remimazolam is a new, ultra‐short‐acting benzodiazepine developed for intravenous (IV) use during procedural sedation and in general anaesthesia. Two trials were conducted to characterize its effects on cardiac repolarization. Methods A thorough QT/QTc (TQT) study assessed electrocardiography effects of therapeutic and supratherapeutic doses of remimazolam and midazolam. To investigate whether RR‐QT hysteresis effects due to rapid heart rate changes might have confounded the QTc assessments in the TQT trial, a second trial used continuous IV remimazolam infusion to achieve stable heart rates during periods of stable remimazolam plasma concentration. Results During the TQT, both compounds produced a 10–20‐beats/min increase in heart rate within 30 seconds, persisting for 5–10 minutes. Within 30 seconds, the upper bound of the 2‐sided 90% confidence interval for the placebo‐corrected change from baseline for QTcI (ΔΔQTcI) exceeded 10 ms for both doses of remimazolam (ΔΔQTcI 7.2 [3.2, 11.2] ms for the 10 mg dose and 10.4 [6.5, 14.3] ms for the 20 mg dose) as well as for the 7.5‐mg dose of midazolam (8.2 [4.4, 12.1] ms). At 2 minutes after IV bolus, the upper bound of the 2‐sided 90% confidence interval for ΔΔQTcI exceeded 10 ms only for the remimazolam 20‐mg dose (6.3 [2.3, 10.2] ms). During the second study, during periods of stable heart rate, remimazolam had no clinically significant effect on QTc (peak ΔΔQTcI 3.4 [−1.1, 7.6] ms). Conclusion Remimazolam does not prolong cardiac repolarization (QTc). The methods reported here may allow assessment of the QTc effects of other drugs given by IV bolus.
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Yang PC, DeMarco KR, Aghasafari P, Jeng MT, Dawson JRD, Bekker S, Noskov SY, Yarov-Yarovoy V, Vorobyov I, Clancy CE. A Computational Pipeline to Predict Cardiotoxicity: From the Atom to the Rhythm. Circ Res 2020; 126:947-964. [PMID: 32091972 DOI: 10.1161/circresaha.119.316404] [Citation(s) in RCA: 50] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
RATIONALE Drug-induced proarrhythmia is so tightly associated with prolongation of the QT interval that QT prolongation is an accepted surrogate marker for arrhythmia. But QT interval is too sensitive a marker and not selective, resulting in many useful drugs eliminated in drug discovery. OBJECTIVE To predict the impact of a drug from the drug chemistry on the cardiac rhythm. METHODS AND RESULTS In a new linkage, we connected atomistic scale information to protein, cell, and tissue scales by predicting drug-binding affinities and rates from simulation of ion channel and drug structure interactions and then used these values to model drug effects on the hERG channel. Model components were integrated into predictive models at the cell and tissue scales to expose fundamental arrhythmia vulnerability mechanisms and complex interactions underlying emergent behaviors. Human clinical data were used for model framework validation and showed excellent agreement, demonstrating feasibility of a new approach for cardiotoxicity prediction. CONCLUSIONS We present a multiscale model framework to predict electrotoxicity in the heart from the atom to the rhythm. Novel mechanistic insights emerged at all scales of the system, from the specific nature of proarrhythmic drug interaction with the hERG channel, to the fundamental cellular and tissue-level arrhythmia mechanisms. Applications of machine learning indicate necessary and sufficient parameters that predict arrhythmia vulnerability. We expect that the model framework may be expanded to make an impact in drug discovery, drug safety screening for a variety of compounds and targets, and in a variety of regulatory processes.
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Affiliation(s)
- Pei-Chi Yang
- From the Department of Physiology and Membrane Biology (P.-C.Y., K.R.D., P.A., M.-T.J., J.R.D.D., V.Y.-Y., I.V., C.E.C.), University of California Davis
| | - Kevin R DeMarco
- From the Department of Physiology and Membrane Biology (P.-C.Y., K.R.D., P.A., M.-T.J., J.R.D.D., V.Y.-Y., I.V., C.E.C.), University of California Davis
| | - Parya Aghasafari
- From the Department of Physiology and Membrane Biology (P.-C.Y., K.R.D., P.A., M.-T.J., J.R.D.D., V.Y.-Y., I.V., C.E.C.), University of California Davis
| | - Mao-Tsuen Jeng
- From the Department of Physiology and Membrane Biology (P.-C.Y., K.R.D., P.A., M.-T.J., J.R.D.D., V.Y.-Y., I.V., C.E.C.), University of California Davis
| | - John R D Dawson
- From the Department of Physiology and Membrane Biology (P.-C.Y., K.R.D., P.A., M.-T.J., J.R.D.D., V.Y.-Y., I.V., C.E.C.), University of California Davis.,Biophysics Graduate Group (J.R.D.D.), University of California Davis
| | - Slava Bekker
- Department of Science and Engineering, American River College, Sacramento, CA (S.B.)
| | - Sergei Y Noskov
- Faculty of Science, Centre for Molecular Simulations and Department of Biological Sciences, University of Calgary, Alberta, Canada (S.Y.N.)
| | - Vladimir Yarov-Yarovoy
- From the Department of Physiology and Membrane Biology (P.-C.Y., K.R.D., P.A., M.-T.J., J.R.D.D., V.Y.-Y., I.V., C.E.C.), University of California Davis
| | - Igor Vorobyov
- From the Department of Physiology and Membrane Biology (P.-C.Y., K.R.D., P.A., M.-T.J., J.R.D.D., V.Y.-Y., I.V., C.E.C.), University of California Davis.,Department of Pharmacology (I.V., C.E.C.), University of California Davis
| | - Colleen E Clancy
- From the Department of Physiology and Membrane Biology (P.-C.Y., K.R.D., P.A., M.-T.J., J.R.D.D., V.Y.-Y., I.V., C.E.C.), University of California Davis.,Department of Pharmacology (I.V., C.E.C.), University of California Davis
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Alrwisan AA, Wei YJ, Brumback BA, Antonelli PJ, Winterstein AG. Concomitant Use of Quinolones and Stimulants and the Risk of Adverse Cardiovascular Symptoms: A Retrospective Cohort Study. Pharmacotherapy 2019; 39:1167-1178. [DOI: 10.1002/phar.2343] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Adel A. Alrwisan
- Pharmaceutical Outcomes and Policy College of Pharmacy University of Florida Gainesville Florida
- Saudi Food and Drug Authority Riyadh Saudi Arabia
| | | | | | | | - Almut G. Winterstein
- Saudi Food and Drug Authority Riyadh Saudi Arabia
- Department of Epidemiology College of Public Health and Health Professions and College of Medicine University of Florida Gainesville Florida
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11
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Grenier J, Paglialunga S, Morimoto BH, Lester RM. Evaluating cardiac risk: exposure response analysis in early clinical drug development. Drug Healthc Patient Saf 2018; 10:27-36. [PMID: 29713203 PMCID: PMC5912368 DOI: 10.2147/dhps.s133286] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
The assessment of a drug's cardiac liability has undergone considerable metamorphosis by regulators since International Council for Harmonization of Technical Requirement for Pharmaceuticals for Human Use E14 guideline was introduced in 2005. Drug developers now have a choice in how proarrhythmia risk can be evaluated; the options include a dedicated thorough QT (TQT) study or exposure response (ER) modeling of intensive electrocardiogram (ECG) captured in early clinical development. The alternative approach of ER modeling was incorporated into a guidance document in 2015 as a primary analysis tool which could be utilized in early phase dose escalation studies as an option to perform a dedicated TQT trial. This review will describe the current state of ER modeling of intensive ECG data collected during early clinical drug development; the requirements with regard to the use of a positive control; and address the challenges and opportunities of this alternative approach to assessing QT liability.
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Affiliation(s)
- Julie Grenier
- Data Management and Biometric, Celerion, Montreal, QC, Canada
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12
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Patel N, Hatley O, Berg A, Romero K, Wisniowska B, Hanna D, Hermann D, Polak S. Towards Bridging Translational Gap in Cardiotoxicity Prediction: an Application of Progressive Cardiac Risk Assessment Strategy in TdP Risk Assessment of Moxifloxacin. AAPS JOURNAL 2018. [DOI: 10.1208/s12248-018-0199-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
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13
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Shah RR, Gaedigk A. Precision medicine: does ethnicity information complement genotype-based prescribing decisions? Ther Adv Drug Saf 2018; 9:45-62. [PMID: 29318005 PMCID: PMC5753996 DOI: 10.1177/2042098617743393] [Citation(s) in RCA: 43] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2017] [Accepted: 10/30/2017] [Indexed: 12/16/2022] Open
Abstract
Inter-ethnic differences in drug response are all too well known. These are underpinned by a number of factors, including pharmacogenetic differences across various ethnic populations. Precision medicine relies on genotype-based prescribing decisions with the aim of maximizing efficacy and mitigating the risks. When there is no access to genotyping tests, ethnicity is frequently regarded as a proxy of the patient's probable genotype on the basis of overall population-based frequency of genetic variations in the ethnic group the patient belongs to, with some variations being ethnicity-specific. However, ever-increasing transcontinental migration of populations and the resulting admixing of populations have undermined the utility of self-identified ethnicity in predicting the genetic ancestry, and therefore the genotype, of the patient. An example of the relevance of genetic ancestry of a patient is the inadequate performance of European-derived pharmacogenetic dosing algorithms of warfarin in African Americans, Brazilians and Caribbean Hispanics. Consequently, genotyping a patient potentially requires testing for all known clinically actionable variants that the patient may harbour, and new variants that are likely to be identified using state-of the art next-generation sequencing-based methods. Furthermore, self-identified ethnicity is associated with a number of ethnicity-related attributes and non-genetic factors that potentially influence the risk of phenoconversion (genotype-phenotype discordance), which may adversely impact the success of genotype-based prescribing decisions. Therefore, while genotype-based prescribing decisions are important in implementing precision medicine, ethnicity should not be disregarded.
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Affiliation(s)
- Rashmi R. Shah
- Pharmaceutical Consultant, 8 Birchdale, Gerrards Cross, Buckinghamshire, SL9 7JA, UK
| | - Andrea Gaedigk
- Director, Pharmacogenetics Core Laboratory, Clinical Pharmacology, Toxicology & Therapeutic Innovation, Children’s Mercy-Kansas City, Kansas City, MO and School of Medicine, University of Missouri-Kansas City, MO, USA
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14
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Population pharmacokinetics of moxifloxacin and its concentration-QT interval relationship modeling in Chinese healthy volunteers. Acta Pharmacol Sin 2017; 38:1580-1588. [PMID: 28713157 DOI: 10.1038/aps.2017.76] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2017] [Accepted: 04/04/2017] [Indexed: 01/04/2023] Open
Abstract
Moxifloxacin (MX) is an 8-methoxyquinolone antimicrobial drug, which is often used as a positive control in thorough QT (TQT) studies. In the present study we established the population pharmacokinetics model of MX and the relationship of MX concentrations with the QT and various corrected QT (QTc) intervals, and compared the results with other ethnicities. The MX data used for modeling were obtained from a published TQT interval prolongation study of antofloxacin with MX as the positive control. In this four-period crossover study, 24 adult Chinese healthy volunteers received either 200 or 400 mg of oral antofloxacin once daily, 400 mg of MX, or a placebo. Population concentration-effect models were used to investigate the relationship between MX concentrations and QT interval prolongation, baseline-adjusted QTc (ΔQTc), or ΔQTc adjusted with time-matched placebo corrections (ΔΔQTc). The influencing factors of MX PK and the concentration-QTc relationship were determined through covariate screening. Simulation studies were conducted in R2.30 by using the final model with the estimated population mean and intra-individual and inter-individual variability. The estimated pharmacokinetic parameters and the estimated slope of the MX concentration-QT/ΔQTc/ΔΔQTc relationship were described using models and were compared to results for other ethnicities from the literature. We showed that the population pharmacokinetic parameter estimates for total plasma clearance (CL/F), the volume of distribution of central compartment (Vc/F), the distributional clearance in plasma (Q), the volume of distribution of peripheral compartment (Vp/F), and the absorption rate constant (Ka) were 8.22 L/h, 104 L, 3.98 L/h, 37.7 L, and 1.81 1/h, respectively. There was no significant covariate included in the final model. QT interval prolongation of MX estimates ranging from 9.77 to 12.91 ms at the mean average maximum concentration of MX (4.36 μg/mL) and a mean slope ranging from 2.33 to 2.96 ms per μg/mL. In conclusion, no ethnic differences were observed for the MX pharmacokinetic parameters and QT interval prolongation.
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Tolbert D, Reid S, Harris S, Bekersky I. Vigabatrin Lacks Proarrhythmic Potential: Results from a Thorough QT/QTc Study in Healthy Volunteers. Clin Ther 2017; 39:1639-1648. [DOI: 10.1016/j.clinthera.2017.06.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2017] [Revised: 06/07/2017] [Accepted: 06/08/2017] [Indexed: 12/22/2022]
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16
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Choi HK, Jung JA, Fujita T, Amano H, Ghim JL, Lee DH, Tabata K, Song ID, Maeda M, Kumagai Y, Mendzelevski B, Shin JG. Population Pharmacokinetic–Pharmacodynamic Analysis to Compare the Effect of Moxifloxacin on QT Interval Prolongation Between Healthy Korean and Japanese Subjects. Clin Ther 2016; 38:2610-2621. [DOI: 10.1016/j.clinthera.2016.10.011] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2016] [Revised: 10/24/2016] [Accepted: 10/25/2016] [Indexed: 11/28/2022]
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Kang J, Luo Y, Searles M, Rampe D. Observations on conducting whole-cell patch clamping of the hERG cardiac K + channel in pure human serum. J Appl Toxicol 2016; 37:445-453. [PMID: 27553911 DOI: 10.1002/jat.3377] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2016] [Revised: 07/06/2016] [Accepted: 07/22/2016] [Indexed: 01/01/2023]
Abstract
Inhibition of the human ether-a-go-go-related gene (hERG) K+ channel by drugs leads to QT prolongation on the electrocardiogram and can result in serious cardiac arrhythmia. For this reason, screening of drugs on hERG is mandatory during the drug development process. Patch clamp electrophysiology in a defined physiological saline solution (PSS) represents the standard method for assaying drug effects on the channel. To make the assay more translatable to clinical studies, we have conducted whole-cell patch clamping of hERG using pure human serum as the extracellular medium. Pure human serum had little effect on the hERG channel waveform or the current-voltage relationship when compared to PSS. hERG current recordings were highly stable in serum at room temperature, but prolonged recordings at the physiological temperature required prior heat inactivation of the serum. Compared to PSS, the IC50 values, conducted at room temperature, of the classic hERG blocking drugs cisapride, moxifloxacin, and terfenadine were shifted to the right by an extent predicted by their known plasma protein binding, but we did not detect any differences in IC50 s between male and female serum. Total plasma levels of these drugs associated with clinical QT prolongation corresponded to small (<15%) inhibition of hERG current in pure serum suggesting that minor inhibition of the channel leads to observable pharmacodynamic effects. Conducting whole-cell patch clamping of hERG in human serum has the potential to make the assay more translatable to clinical studies and improve its predictive value for safety testing. Copyright © 2016 John Wiley & Sons, Ltd.
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Affiliation(s)
- Jiesheng Kang
- Departments of Disposition, Safety, and Animal Research Sanofi, Inc., Waltham, Massachusetts, USA
| | - Yongyi Luo
- Departments of Disposition, Safety, and Animal Research Sanofi, Inc., Waltham, Massachusetts, USA
| | - Michelle Searles
- Departments of Disposition, Safety, and Animal Research Sanofi, Inc., Framingham, Massachusetts, USA
| | - David Rampe
- Departments of Disposition, Safety, and Animal Research Sanofi, Inc., Bridgewater, New Jersey, USA
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Shah RR, Maison-Blanche P, Duvauchelle T, Robert P, Denis E. Establishing assay sensitivity in QT studies: experience with the use of moxifloxacin in an early phase clinical pharmacology study and comparison with its effect in a thorough QT study. Eur J Clin Pharmacol 2015; 71:1451-9. [DOI: 10.1007/s00228-015-1959-z] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2015] [Accepted: 09/22/2015] [Indexed: 10/23/2022]
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