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Tylutki Z, Mendyk A, Polak S. Physiologically based pharmacokinetic-quantitative systems toxicology and safety (PBPK-QSTS) modeling approach applied to predict the variability of amitriptyline pharmacokinetics and cardiac safety in populations and in individuals. J Pharmacokinet Pharmacodyn 2018; 45:663-677. [PMID: 29943290 PMCID: PMC6182726 DOI: 10.1007/s10928-018-9597-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2018] [Accepted: 06/22/2018] [Indexed: 12/17/2022]
Abstract
The physiologically based pharmacokinetic (PBPK) models allow for predictive assessment of variability in population of interest. One of the future application of PBPK modeling is in the field of precision dosing and personalized medicine. The aim of the study was to develop PBPK model for amitriptyline given orally, predict the variability of cardiac concentrations of amitriptyline and its main metabolite-nortriptyline in populations as well as individuals, and simulate the influence of those xenobiotics in therapeutic and supratherapeutic concentrations on human electrophysiology. The cardiac effect with regard to QT and RR interval lengths was assessed. The Emax model to describe the relationship between amitriptyline concentration and heart rate (RR) length was proposed. The developed PBPK model was used to mimic 29 clinical trials and 19 cases of amitriptyline intoxication. Three clinical trials and 18 cases were simulated with the use of PBPK-QSTS approach, confirming lack of cardiotoxic effect of amitriptyline in therapeutic doses and the increase in heart rate along with potential for arrhythmia development in case of amitriptyline overdose. The results of our study support the validity and feasibility of the PBPK-QSTS modeling development for personalized medicine.
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Affiliation(s)
- Zofia Tylutki
- Unit of Pharmacoepidemiology and Pharmacoeconomics, Department of Social Pharmacy, Faculty of Pharmacy, Jagiellonian University Medical College, Medyczna 9 Str., 30-688, Krakow, Poland.
| | - Aleksander Mendyk
- Department of Pharmaceutical Technology and Biopharmaceutics, Jagiellonian University Medical College, Medyczna 9 St, 30-688, Krakow, Poland
| | - Sebastian Polak
- Unit of Pharmacoepidemiology and Pharmacoeconomics, Department of Social Pharmacy, Faculty of Pharmacy, Jagiellonian University Medical College, Medyczna 9 Str., 30-688, Krakow, Poland
- Certara-Simcyp, Level 2-Acero, 1 Concourse Way, Sheffield, S1 2BJ, UK
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Köppel C, Wiegreffe A, Tenczer J. Clinical Course, Therapy, Outcome and Analytical Data in Amitriptyline and Combined Amitriptyline/Chlordiazepoxide Overdose. Hum Exp Toxicol 2016; 11:458-65. [PMID: 1361133 DOI: 10.1177/096032719201100604] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
A total of 103 cases of amitriptyline (AT) overdose (group 1) and 81 cases of overdose with a fixed combination of AT and chlordiazepoxide (CDE) (group 2), treated at our Intensive Care Unit or reported to our Poison Information Center between 1985-1990, were evaluated with respect to clinical course, symptoms and outcome, as well as efficacy of therapy. The mean amount of AT was considerably higher in group 1 compared to group 2 (13 mg kg-1 vs 7.7 mg kg-1 ). The most frequent symptoms in both groups were impaired consciousness, anticholinergic symptoms, seizures, arrhythmia and hypotension. Respiratory insufficiency necessitated respirator therapy in 63 of the patients. Two patients in group 1 and one patient in group 2 did not survive. Therapy included primary detoxification by gastric lavage and repeated administration of activated charcoal. In four of eight patients with cardiac conduction disturbances, hypertonic sodium bicarbonate led to a significant reduction in QRS duration and AV interval. Physostigmine was effective in eight of 14 patients with pronounced anticholinergic symptoms. No effect was observed in the other six patients. Haemoperfusion, which was performed in five patients, led to rapid improvement of coma after initiation of therapy in four patients. The clinical efficacy of haemoperfusion in AT overdose despite the high volume of distribution of AT deserves further investigation. The rather high average overdose of AT implies that large package sizes of AT were available to the patients. A major step towards prevention of serious AT overdose would be the prescription of package sizes containing a total amount of less than 500 mg AT. Different analytical methods (enzyme immunoassay, fluorescence polarization immunoassay, and gas chromatography/mass spectrometry) for rapid detection of AT and its metabolites in plasma and urine were evaluated. Commercially available immunoassays like EMIT and ADX were highly reliable and sensitive in the detection of AT overdose. Five previously unknown metabolites or derivatives of AT could be detected in cases of AT overdose with the aid of a gas chromatography/mass spectrometry screening procedure.
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Affiliation(s)
- C Köppel
- Poison Information Center and Medical Intensive Care Unit, Universitätsklinikum Rudolf Virchow, Standort Charlottenburg, Freie Universität Berlin, Germany
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Chitsaz S, Ahmed SE. An Improved Estimation in Regression Parameter Matrix in Multivariate Regression Model. COMMUN STAT-THEOR M 2012. [DOI: 10.1080/03610926.2012.664672] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Nkurunziza S, Ejaz Ahmed S. Estimation strategies for the regression coefficient parameter matrix in multivariate multiple regression. STAT NEERL 2011. [DOI: 10.1111/j.1467-9574.2011.00491.x] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Abstract
Tricyclic antidepressants remain a common cause of fatal drug poisoning as a result of their cardiovascular toxicity manifested by ECG abnormalities, arrhythmias and hypotension. Dosulepin and amitriptyline appear to be particularly toxic in overdose. The principal mechanism of toxicity is cardiac sodium channel blockade, which increases the duration of the cardiac action potential and refractory period and delays atrioventricular conduction. Electrocardiographic changes include prolongation of the PR, QRS and QT intervals, nonspecific ST segment and T wave changes, atrioventricular block, right axis deviation of the terminal 40 ms vector of the QRS complex in the frontal plane (T 40 ms axis) and the Brugada pattern (downsloping ST segment elevation in leads V1-V3 in association with right bundle branch block). Maximal changes in the QRS duration and the T 40 ms axis are usually present within 12 hours of ingestion but may take up to a week to resolve. Sinus tachycardia is the most common arrhythmia due to anticholinergic activity and inhibition of norepinephrine uptake by tricyclic antidepressants but bradyarrhythmias (due to atrioventricular block) and tachyarrhythmias (supraventricular and ventricular) may occur. Torsade de pointes occurs uncommonly. Hypotension results from a combination of reduced myocardial contractility and reduced systemic vascular resistance due to alpha-adrenergic blockade. Life-threatening arrhythmias and death due to tricyclic antidepressant poisoning usually occurs within 24 hours of ingestion. Rapid deterioration is common. Level of consciousness at presentation is the most sensitive clinical predictor of serious complications. Although a QRS duration >100 ms and a rightward T 40 ms axis appear to be better predictors of cardiovascular toxicity than the plasma tricyclic drug concentration, they have at best moderate sensitivity and specificity for predicting complications.
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Affiliation(s)
- H K Ruben Thanacoody
- Wolfson Unit of Clinical Pharmacology, School of Clinical and Laboratory Sciences, University of Newcastle, and National Poisons Information Service (Newcastle Centre), Newcastle upon Tyne, UK
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Bailey B, Buckley NA, Amre DK. A Meta‐Analysis of Prognostic Indicators to Predict Seizures, Arrhythmias or Death After Tricyclic Antidepressant Overdose. ACTA ACUST UNITED AC 2004; 42:877-88. [PMID: 15533027 DOI: 10.1081/clt-200035286] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
OBJECTIVES To systematically review and summarize studies on the accuracy of ECG and tricyclic antidepressant (TCA) concentration as prognostic indicators of the risk of seizures, ventricular arrhythmia (VA) or death in patients with TCA overdose. METHODS Articles were identified with MedLine and Cochrane register of controlled clinical trials searches and review of medical toxicology textbooks. Quality of the included studies was assessed. Pooled estimates of sensitivity, specificity, likelihood ratios and Summary Receiver Operating Characteristics (SROC) curves were generated. RESULTS A total of 18 studies were included in the analysis. The pooled sensitivity (Se) and specificity (Sp) of the QRS for predicting seizures were 0.69 [95% CI 0.57-0.78] and 0.69 [95% CI 0.58-0.78] as compared to 0.75 [95% CI 0.61-0.85] and 0.72 [95% CI 0.61-0.81] for the TCA concentration. The Se and Sp of the QRS to predict VA were 0.79 [95% CI 0.58-0.91] and 0.46 [95% CI 0.35-0.59] compared to 0.78 [95% CI 0.56-0.90] and 0.57 [95% CI 0.46-0.67] for the TCA concentration. The Se and Sp of the QRS to predict death were 0.81 [95% CI 0.54-0.94] and 0.62 [95% CI 0.55-0.68] compared to 0.76 [95% CI 0.49-0.91] and 0.60 [95% CI 0.47-0.72] for the TCA concentration. Very few studies evaluated the accuracy of QTc, T 40 ms axis and the R/S ratio. CONCLUSIONS Overall, the studies suggested that the ECG and TCA concentration have similar but relatively poor performance for predicting complications, such as seizures, VA or death, associated with TCA overdose.
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Affiliation(s)
- Benoit Bailey
- Division of Emergency Medicine and Clinical Pharmacology, Department of Pediatrics, Hôpital Ste-Justine, Université de Montréal, Montréal, Canada.
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Abstract
A 22 year old woman was admitted with amitriptyline overdose. Twenty six hours later she developed acute myocardial infarction. Cardiotoxic effects of tricyclic antidepressants are discussed and the importance of considering myocardial infarction as a complication of tricyclic antidepressant overdose is emphasized.
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Affiliation(s)
- H Chamsi-Pasha
- Department of Medicine, Hope Hospital, University of Manchester Medical School, Salford, UK
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Revhaug A, Lygren I, Jenssen TG, Giercksky KE, Burhol PG. Vasoactive intestinal peptide in sepsis and shock. Ann N Y Acad Sci 1988; 527:536-45. [PMID: 3291700 DOI: 10.1111/j.1749-6632.1988.tb27007.x] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Affiliation(s)
- A Revhaug
- Department of Surgery, Tromsø University Hospital, Norway
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Denis H, Marullo S, Hoebeke J, Strosberg AD. Enzyme-linked immunosorbent assay for amitriptyline and other antidepressants using a monoclonal antibody. Clin Chim Acta 1986; 159:257-67. [PMID: 3769214 DOI: 10.1016/0009-8981(86)90059-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
We describe and evaluate a method to measure amitriptyline and other tricyclic antidepressants by enzyme linked immunosorbent assay, using monoclonal antibody. In this assay, biological samples were first incubated with the antibody; in a second step, free remaining antibody was allowed to bind to lysozyme-nortriptyline coated immunotitration plates. The bound fraction of the monoclonal antibody was revealed with rabbit anti-mouse serum coupled to horseradish peroxidase. The optical density of the reaction product was measured with a colorimeter at 410 nm. Specificity of the antibody was investigated by means of a Farr test showing interferences in therapeutic ranges only for chlorpromazine and phenytoine. Means of intra- and inter-assay variations were 10 and 13%, respectively. The results when compared to those obtained by gas chromatography with a selective nitrogen detector gave a correlation coefficient of 0.897. Finally, the great reliability of the monoclonal antibody, the advantages of a decreased analysis time, low cost and high capacity of the procedure contribute to make this immunoassay most suitable for clinical monitoring and pharmacokinetic studies of tricyclic antidepressants.
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Pheterson AD, Miller L, Fox CF, Estroff TW, Sweeney DR. Multifocal neurological impairment caused by infection-induced rise in blood lithium and amitriptyline. Int J Psychiatry Med 1986; 16:257-62. [PMID: 3542870 DOI: 10.2190/t774-au51-l92t-2ra2] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
We present the case of a thirty-eight-year-old woman who developed a febrile illness which was associated with a rise of blood lithium and amitriptyline, and subsequently suffered permanent neurological impairment, implicating CNS dysfunction at several levels. Medical, laboratory, radiological and neuropsychological findings are described, and the attribution of the syndrome is discussed. It is crucial to emphasize that the authors are not challenging the frequently useful combination of lithium and antidepressants. Rather, we urge psychiatrists to be vigilant when such patients develop febrile illnesses.
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Revhaug A, Lygren I, Lundgren TI, Jorde R, Andersen O, Burhol PG, Giercksky KE. Release of gastrointestinal hormones in cardiodepressive shock. Acta Anaesthesiol Scand 1985; 29:371-4. [PMID: 2861702 DOI: 10.1111/j.1399-6576.1985.tb02217.x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
In previous studies increased plasma levels of vasoactive intestinal polypeptide (VIP), somatostatin and pancreatic polypeptide (PP) were demonstrated in a porcine endotoxin shock model. Unchanged levels of gastric inhibitory polypeptide (GIP) and secretin point to a specific shock reaction of peptide release and not to a diffuse mucosal leakage. A porcine model of cardiodepressive shock was developed to enable discrimination to be made between a general low-flow state and endotoxin reaction. Infusion of the tricyclic antidepressive agent nortriptyline 15 mg/kg bodyweight resulted in a grave shock state. Increased plasma levels of somatostatin, PP and insulin were found. No increase in VIP levels could be demonstrated. Endotoxin given after nortriptyline administration resulted in the increase of VIP levels regularly seen during endotoxinaemia. VIP release during endotoxin shock is related to endotoxin and not to a general low flow state.
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Sangster B, de Groot G, Borst C, de Wildt D. Dopamine and isoproterenol in imipramine intoxication in the dog. JOURNAL OF TOXICOLOGY. CLINICAL TOXICOLOGY 1985; 23:407-20. [PMID: 4057329 DOI: 10.3109/15563658508990649] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Artificially ventilated anesthetized dogs were given imipramine 7.5 mg/kg/hr i.v. In the first group (n = 6) mechanical cardiac activity was no longer detectable after a cumulative dose of 20.0 +/- 6.6 mg/kg (mean +/- sd). When aortic flow had decreased to 75% of its initial value, in a second group (n = 5) of experiments dopamine 10 micrograms/kg/min and in a third group (n = 5) isoproterenol 1 microgram/kg/min were administered i.v.. The doses of dopamine and isoproterenol were doubled when aortic flow had again decreased to 75% and 100%, respectively, of the original values. Cardiac mechanical activity was not detectable after a cumulative dose of 43.8 +/- 13.3 in the dopamine and 42.5 +/- 8.0 mg imipramine/kg in the isoproterenol group. These values differed significantly from that in the reference group (both 0.01 greater than p greater than 0.001). In the first group plasma imipramine concentrations at the end of the experiments were 3.06 +/- 0.66, in the second 3.36 +/- 0.66 and in the third 3.32 +/- 1.10 mg/1. Desipramine concentrations were 0.078 +/- 0.06, 0.162 +/- 0.076 and 0.383 +/- 0.09 mg/1 respectively. Dopamine induced a hemodynamic profile of low output and high pressure and isoproterenol one of low pressure and high output. It is concluded that dopamine combined with isoproterenol might be effective in counteracting the cardiodepressant action of imipramine.
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Baud FJ, Buisine A, Bismuth C, Galliot M, Vicaut E, Bourdon R, Fournier PE. Arterio-venous plasma concentration differences in amitriptyline overdose. JOURNAL OF TOXICOLOGY. CLINICAL TOXICOLOGY 1985; 23:391-406. [PMID: 4057328 DOI: 10.3109/15563658508990648] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
The aim of this study was to determine whether femoral arterio-venous plasma concentration differences (AVD) of amitriptyline exist during acute intoxication in man. All patients studied were comatose and were divided into a control group who had two successive blood samples drawn from the same vessel and a study group who had samples drawn from the femoral artery and vein simultaneously. Serial plasma concentrations of amitriptyline were measured by gas liquid chromatography. In each group the differences were assessed by means of the Wilcoxon matched pairs test. In the control group (n = 13) there were no differences (T = 31, n = 12). In the study group (n = 24) the AVD were significantly different (T = 52, n = 23). For amitriptyline, the arterial or venous origin of blood samples for toxicological studies must be stated.
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