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Heitman AM, Bies RR, Schwartz SL. A Physiologically-Based Pharmacokinetic Model of the Brain Considering Regional Lipid Variance. J Pharmacol Exp Ther 2022; 383:217-226. [PMID: 36167416 DOI: 10.1124/jpet.122.001256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 08/08/2022] [Accepted: 08/25/2022] [Indexed: 01/07/2023] Open
Abstract
Modeling and simulation of the central nervous system provides a tool for understanding and predicting the distribution of small molecules throughout the brain tissue and cerebral spinal fluid (CSF), and these efforts often rely on empirical data to make predictions of distributions to move toward a better mechanistic understanding. A physiologically based pharmacokinetic model presented here incorporates multiple means of drug distribution to assemble a model for understanding potential factors that may determine the distribution of drugs across various regions of the brain, including both intra- and extracellular regions. Two classes of parameters are presented. The first concerns regional gross anatomic variability of the brain; the second concerns estimation of unbound fractions of drugs using know membrane phospholipid heterogeneity derived from regional lipid content. The model was then tested by comparing its outcomes to data from published human pharmacokinetic studies of acetaminophen, morphine, and phenytoin. The alignment of model predictions in the plasma, CSF, and tissue concentrations with the published data from studies of those three drugs suggests that the model can be a template for identifying drug localization in the brain. Clearly, knowledge of differentiated drug distribution in the brain is a requisite step in postulating pharmacodynamic and certain disease mechanisms. SIGNIFICANCE STATEMENT: This study concerns the application of heterogenous lipid distribution in brain tissue to predict regional variations in drug distribution in the brain via a mathematical model, thus expanding upon the current understanding of mechanisms of drug distribution in the central nervous system.
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Affiliation(s)
- Andrew McPherson Heitman
- Department of Pharmacology and Physiology, Georgetown University Medical Center, Washington, DC (A.M.H., S.L.S.) and Department of Pharmaceutical Sciences, State University of New York at Buffalo, Buffalo, New York (R.B.)
| | - Robert R Bies
- Department of Pharmacology and Physiology, Georgetown University Medical Center, Washington, DC (A.M.H., S.L.S.) and Department of Pharmaceutical Sciences, State University of New York at Buffalo, Buffalo, New York (R.B.)
| | - Sorell L Schwartz
- Department of Pharmacology and Physiology, Georgetown University Medical Center, Washington, DC (A.M.H., S.L.S.) and Department of Pharmaceutical Sciences, State University of New York at Buffalo, Buffalo, New York (R.B.)
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Ibdali M, Hadjivassiliou M, Grünewald RA, Shanmugarajah PD. Cerebellar Degeneration in Epilepsy: A Systematic Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:E473. [PMID: 33435567 PMCID: PMC7827978 DOI: 10.3390/ijerph18020473] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/21/2020] [Revised: 12/17/2020] [Accepted: 12/31/2020] [Indexed: 01/03/2023]
Abstract
INTRODUCTION Cerebellar degeneration has been associated in patients with epilepsy, though the exact pathogenic mechanisms are not understood. The aim of this systematic review was to identify the prevalence of cerebellar degeneration in patients with epilepsy and identify any pathogenic mechanisms. METHODOLOGY A systematic computer-based literature search was conducted using the PubMed database. Data extracted included prevalence, clinical, neuroradiological, and neuropathological characteristics of patients with epilepsy and cerebellar degeneration. RESULTS We identified three consistent predictors of cerebellar degeneration in the context of epilepsy in our review: temporal lobe epilepsy, poor seizure control, and phenytoin as the treatment modality. Whole brain and hippocampal atrophy were also identified in patients with epilepsy. CONCLUSIONS Cerebellar degeneration is prevalent in patients with epilepsy. Further prospective studies are required to confirm if the predictors identified in this review are indeed linked to cerebellar degeneration and to establish the pathogenic mechanisms that result in cerebellar insult.
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Affiliation(s)
- Manar Ibdali
- Sheffield Institute for Translational Neuroscience, University of Sheffield, Sheffield S10 2HQ, UK;
| | - Marios Hadjivassiliou
- Academic Department of Neurosciences, Royal Hallamshire Hospital, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield S10 2JF, UK; (M.H.); (R.A.G.)
| | - Richard A. Grünewald
- Academic Department of Neurosciences, Royal Hallamshire Hospital, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield S10 2JF, UK; (M.H.); (R.A.G.)
| | - Priya D. Shanmugarajah
- Academic Department of Neurosciences, Royal Hallamshire Hospital, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield S10 2JF, UK; (M.H.); (R.A.G.)
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Rambeck B, Jürgens UH, May TW, Pannek HW, Behne F, Ebner A, Gorji A, Straub H, Speckmann EJ, Pohlmann-Eden B, Löscher W. Comparison of brain extracellular fluid, brain tissue, cerebrospinal fluid, and serum concentrations of antiepileptic drugs measured intraoperatively in patients with intractable epilepsy. Epilepsia 2006; 47:681-94. [PMID: 16650134 DOI: 10.1111/j.1528-1167.2006.00504.x] [Citation(s) in RCA: 127] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
PURPOSE The mechanisms of drug resistance in epilepsy are only incompletely understood. According to a current concept, overexpression of drug efflux transporters at the blood-brain barrier may reduce levels of antiepileptic drugs (AEDs) in epileptogenic brain tissue. Increased expression of drug efflux transporters such as P-glycoprotein has been found in brain tissue surgically resected from patients with medically intractable epilepsy, but it is not known whether this leads to decreased extracellular (interstitial) AED concentrations in affected brain regions. This prompted us to measure concentrations of AEDs in the extracellular space of human neocortical tissue by using intraoperative microdialysis (IOMD) in those parts of the brain that had to be removed for therapeutic reasons. For comparison, AED levels were determined in brain tissue, subarachnoid CSF, and serum. METHODS Concentrations of carbamazepine (CBZ), 10-hydroxy-carbazepine (10-OH-CZ, metabolite of oxcarbazepine), lamotrigine (LTG), levetiracetam (LEV), topiramate, or phenytoin were determined by using one to four catheters during IOMD in the medial temporal gyrus. Furthermore, to calculate the individual recovery of every catheter, an in vitro microdialysis was performed with ultrafiltrate of serum concurrently obtained from the respective patient. In addition, AED levels were determined in the resected brain tissue, CSF, and serum of the same patients. Altogether 22 pharmacoresistant epilepsy patients (nine male, 13 female patients; age 15-54 years) with complex partial seizures or secondarily generalized seizures were involved. In a first series, IOMD samples 40 min after beginning of the microdialysis (flow rate, 1 microl/min), and in a second series, continuous measurements 25, 30, 35, and 40 min from the beginning were evaluated (flow rate, 2 microl/min). With in vitro recovery data of the individual catheters, the concentration in the extracellular space (ECS) was estimated. RESULTS AED concentrations in the ECS of the cortex measured by catheters located at a distance of 0.6 cm differed markedly in some patients, whereas concentrations in the ultrafiltrate of the serum of the respective patients measured with the same catheters varied only slightly. Furthermore, ECS concentrations related to the ultrafiltrate of serum showed considerable interindividual variations. The high intra- and interindividual variation of ECS concentrations is demonstrated by the low correlation between concentrations in ECS and the ultrafiltrate of serum (CBZ, r= 0.41; 10-OH-CZ, r= 0.42; LTG, r= 0.27) in contrast to the high correlation between brain tissue concentration and the ultrafiltrate of serum (CBZ, r= 0.97; 10-OH-CZ, r= 0.88; LTG, r= 0.98) in the same group of patients. When comparing AED concentrations in the ECS with those in the CSF, ECS concentrations were significantly lower for CBZ, 10-OH-CZ, LTG, and LEV. CONCLUSIONS The data demonstrate that AED concentrations show a considerable intraindividual and interindividual variation in the ECS of cortical regions. Furthermore, the ECS concentration of several AEDs is significantly lower than their CSF concentration in patients with intractable epilepsy. However, in the absence of data from nonepileptic tissues, it is not possible to judge whether the present findings relate to overexpression of multidrug transporters in the brain. Instead, the present study illustrates the methodologic difficulties involved in performing IOMD studies in patients and may thus be helpful for future approaches aimed at elucidating the role of multidrug transporters in epilepsy.
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Affiliation(s)
- Bernhard Rambeck
- Biochemical Laboratory of the Epilepsy Research Foundation, University of Münster, Germany
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Seyfert S, Bernarding J, Braun J. Volume-selective 1H MR spectroscopy for in vivo detection of valproate in patients with epilepsy. Neuroradiology 2003; 45:295-9. [PMID: 12669157 DOI: 10.1007/s00234-003-0973-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2002] [Accepted: 01/23/2003] [Indexed: 11/27/2022]
Abstract
We performed volume-selective 1H MR spectroscopy (1H-MRS) on 12 patients on valproate monotherapy to detect valproate in vivo in the brain. We also acquired reference valproate spectra in vitro in subphysiological 15 g/l albumin solution in saline, in which valproate showed two resonance peaks at 0.7 and 1.2 ppm and a minimum detection threshold of 240 mg/l. In vivo 1H-MRS spectra in brain showed peaks between 0.6 and 1.6 ppm. Simultaneous serum valproate concentrations did not correlate with these integrated MRS peaks. On follow-up, changes in these signals also did not correlate with increasing serum valproate levels. The inconsistency of in vivo 1H-MRS signals at varying serum levels and the high detection levels in vitro suggest that valproate signals are missed in vivo because valproate is metabolised or strongly bound, presumably to brain macromolecules.
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Affiliation(s)
- S Seyfert
- Department of Neurology, Benjamin Franklin Medical Centre, Free University of Berlin, Hindenburgdamm 30, 12200, Berlin, Germany.
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Opeskin K, Burke MP, Cordner SM, Berkovic SF. Comparison of antiepileptic drug levels in sudden unexpected deaths in epilepsy with deaths from other causes. Epilepsia 1999; 40:1795-8. [PMID: 10612346 DOI: 10.1111/j.1528-1157.1999.tb01600.x] [Citation(s) in RCA: 67] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
PURPOSE (a) To compare postmortem antiepileptic drug (AED) levels in patients with sudden unexpected death in epilepsy (SUDEP) with those in a control group of subjects with epilepsy. If SUDEP patients more frequently had undetectable or subtherapeutic AED levels, this would suggest that compliance with AED treatment is poorer in this group and that poor compliance is a risk factor for SUDEP. (b) To determine whether a particular AED was detected more commonly in the SUDEP group, suggesting that this AED is associated with a higher risk of SUDEP. METHODS A retrospective study of coronial cases was performed. Postmortem AED levels in 44 SUDEP cases and 44 control cases were compared. The control group consisted of epileptics who died of causes other than epilepsy, including natural disease (e.g., ischemic heart disease, accidents, and suicide). The AEDs measured included carbamazepine (CBZ), phenytoin, (PHT), valproate (VPA), phenobarbitone (PB), lamotrigine (LTG), clonazepam (CZP), and clobazam (CLB). The number of SUDEP and control cases in which CBZ only was detected were compared, as were the number in which PHT only was detected. RESULTS Compared with the controls, the SUDEP group showed no difference in the number with no detectable AEDs (13 vs. 11), the number with subtherapeutic AEDs (10 vs. 13), and the number with therapeutic levels (21 in both groups). CBZ only was detected in 11 SUDEPs and 11 controls, and PHT only in five SUDEPs and 10 controls. CONCLUSIONS Our study suggests the SUDEP group were no less compliant with AED treatment than the control group. This study does not support the hypothesis that poor compliance with AED treatment is a risk factor for SUDEP. There was no evidence that PHT or CBZ is associated with a higher risk of SUDEP.
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Affiliation(s)
- K Opeskin
- Victorian Institute of Forensic Medicine, and Department of Forensic Medicine, Monash University, Southbank, Australia
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May T, Jürgens U, Rambeck B, Schnabel R. Comparison between premortem and postmortem serum concentrations of phenobarbital, phenytoin, carbamazepine and its 10,11-epoxide metabolite in institutionalized patients with epilepsy. Epilepsy Res 1999; 33:57-65. [PMID: 10022366 DOI: 10.1016/s0920-1211(98)00071-0] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The last premortem serum concentrations of phenobarbital (PB), phenytoin (PHT), carbamazepine (CBZ) and its CBZ-10,11-epoxide metabolite (CE) were compared with the corresponding postmortem serum concentrations in 16 adult patients of an epilepsy centre. Based on complete postmortem examinations, 12 individuals showed a known cause of death (KCD) and four patients succumbed from sudden unexplained death (SUD). The last premortem and the postmortem serum levels of PB (r = 0.991), PHT (r = 0.986), CBZ (r = 0.985) and CE (r = 0.936) were highly correlated. However, the regression analysis indicated that, except for CE, the premortem concentrations were significantly higher than the postmortem concentrations, i.e. 65% for PB, 34% for PHT, and 16% for CBZ. Varying time lapses (4-62 h) between death and serum sampling during autopsy did not significantly influence the ratio of premortem to postmortem serum levels for PB, PHT, CBZ, and CE (p > 0.1). Furthermore we found no significant differences between the premortem and the postmortem serum concentration ratios CE/CBZ. Considering the above variables, the data of SUD and KCD patients were comparable. Postmortem decrease in anticonvulsant serum concentrations, especially for PB and PHT, should be considered in order to avoid misinterpretation in respect to so-called 'subtherapeutic' serum levels and noncompliance in context with SUD or fatal intoxication.
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Affiliation(s)
- T May
- Department of Biochemistry, Epilepsy Research Foundation, Bethel, Bielefeld, Germany
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Churchill JD, Voss SE, Miller DP, Steinmetz JE, Garraghty PE. Phenytoin blocks the reversal of a classically conditioned discriminative eyeblink response in rabbits. Epilepsia 1998; 39:584-9. [PMID: 9637599 DOI: 10.1111/j.1528-1157.1998.tb01425.x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
PURPOSE Cognitive deficits associated with chronic treatment with phenytoin (PHT) have been reported. PHT blocks transfer from a signaled appetitive bar press to an active avoidance response in rats. We investigated the effects of PHT and the prodrug fosphenytoin in rabbits required to learn a discrimination and reversal of a classical eyeblink conditioning paradigm. METHODS Before drug treatment was started, rabbits were trained to produce a discriminated eyeblink response. PHT (n = 7) was administered centrally or the prodrug fosphenytoin (n = 2) was given systemically. Control animals were similarly treated centrally with either saline (n = 3) or no drug treatment (n = 13). Rabbits were then challenged with a stimulus reversal while being maintained on the respective drug. RESULTS On the first day of reversal training, control animals typically displayed high response rates to both tones, followed by a reduction in responsiveness to the new conditioned stimulus (CS-) in the ensuing days. In contrast, PHT-treated animals failed to suppress responsiveness to the new CS-. CONCLUSIONS The response patterns observed are similar to those observed in rabbits with hippocampal ablations, leading us to suggest that the adverse effects of phenytoin may be due to actions in the hippocampus.
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Affiliation(s)
- J D Churchill
- Department of Psychology, Indiana University, Bloomington 47405, USA
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Schnabel R, May T, Rambeck B. Post-mortem determination of anticonvulsant concentrations and lung oedema in the sudden, unexpected death of epileptics. Seizure 1997; 6:327-8. [PMID: 9304727 DOI: 10.1016/s1059-1311(97)80083-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
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Probert AW, Borosky S, Marcoux FW, Taylor CP. Sodium channel modulators prevent oxygen and glucose deprivation injury and glutamate release in rat neocortical cultures. Neuropharmacology 1997; 36:1031-8. [PMID: 9294967 DOI: 10.1016/s0028-3908(97)00072-5] [Citation(s) in RCA: 25] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Neocortical cultures were deprived of oxygen and glucose to model ischemic neuronal injury. We used a graded series of periods of oxygen and glucose deprivation, providing graded insults. Cell death was measured by release of lactate dehydrogenase (LDH). One hundred and twenty to 240 min of deprivation caused graded increases in glutamate overflow, LDH release and 45Ca influx. Curves of LDH release with respect to deprivation time were shifted to longer intervals by treatment with tetrodotoxin (TTX; 3, 30 or 300 nM), phenytoin (10, 30 or 100 microM), lidocaine (10, 30 or 100 microM) or the N-methyl-D-aspartate antagonist CPP [3(2-carboxypiperazine-4-yl)propyl-1-phosphonic acid, 3, 10, 30 or 100 microM]. Combined treatment with TTX and CPP caused pronounced rightward shifts of LDH deprivation curves. Our results indicate that Na+ channel blockade is neuroprotective in neocortex cultures. Our results also suggest that neuroprotection with Na+ channel blockers may be due to inhibition of glutamate release.
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Affiliation(s)
- A W Probert
- Department of Neurological and Neurodegenerative Diseases, Parke-Davis Research Division, Warner-Lambert Company, Ann Arbor, MI 48105, U.S.A
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Schnabel R, Rambeck B, May T, Jürgens U, Lahl R. Relationship between ischemic damage and concentrations of phenytoin and phenobarbital in the brain cortex of epileptic patients in vegetative state at death. Epilepsy Res 1996; 25:231-41. [PMID: 8956921 DOI: 10.1016/s0920-1211(96)00062-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Post-mortem concentrations of phenytoin (PHT) and phenobarbital (PB) were determined by high-performance liquid chromatography in the cortical matter of specified brain regions and in the serum (total and free) from 3 epileptic males in vegetative state and compared to the data of 45 deceased epileptic control patients. The duration of the vegetative state was 12 days, 15 days or about 4 months until death and was associated with corresponding stages of generalized ischemic brain damage. The histological examination was completed by immunohistochemical and morphometric methods. According to other investigators nerve cells are the major binding sites for PHT and PB in the cerebral cortex of rodents. But, in the 3 comatose patients the PHT and PB concentrations of the isocortex and neocerebellum were not significantly decreased in comparison with the control patients despite necrosis and loss of neurons as well as other distinct tissue alterations. The results strongly favor the non-specific binding of PHT and PB to cells and subcellular structures of the brain-mainly based on simple physico-chemical principles.
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Affiliation(s)
- R Schnabel
- Institute of Neuropathology, Ludwig-Maximilians-University, Munich, Germany
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Schnabel R, Rambeck B, May T, Jürgens U, Lahl R, Fritsch W. Lack of influence of histopathological changes on carbamazepine and carbamazepine-10, 11-epoxide concentrations in the brain cortex of epileptic patients. J Neurol Sci 1996; 141:87-94. [PMID: 8880698 DOI: 10.1016/0022-510x(96)00125-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Post-mortem concentrations of carbamazepine (CBZ) and its anticonvulsive metabolite carbamazepine-10,11-epoxide (CE) were determined in different lesions of the cerebral cortex and in the serum (total and free) from 13 epileptic patients. Twenty cortical specimens were obtained from the superior frontal gyrus, the temporopolar region and the neocerebellum. The cortical samples showed various pathological changes characterized by augmented glial cells, fibre gliosis or ulegyria as well as abundant corpora amylacea or encephalitic signs of viral type besides neuronal depletion. The CBZ and CE concentrations in the 20 cortical lesions were not significantly decreased when compared to the control specimens of 32 epileptic patients without essential histopathological alterations of the specified cortical areas (p < 0.05). A comparable result had been found in our former study on phenytoin (PHT) and phenobarbital (PB). Six patients with cortical lesions of the present series had already been included in this PHT/PB study. Five of these patients revealed unchanged CBZ and CE as well as PHT and PB concentrations. Only in one neocerebellar specimen the CE concentration was just above the upper 95% confidence limit of the control group. But, most probably this finding has no further relevance. The results greatly favour the nonspecific binding of CBZ and CE to cerebral tissue constituents.
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Affiliation(s)
- R Schnabel
- Institute of Neuropathology, Ludwig Maximilians-University, München, Germany
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Schnabel R, Rambeck B, May TW, Jürgens U, Lahl R, Villagrán R. Lack of effect of histological lesions on the phenytoin and phenobarbital concentrations in the brain cortex of epileptic patients. J Neurol Sci 1995; 133:177-82. [PMID: 8583223 DOI: 10.1016/0022-510x(95)00197-a] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Postmortem concentrations of phenytoin (PHT) and phenobarbital (PB) were determined in 24 specimens of the frontal, temporal, occipital or neocerebellar cortex with different pathological changes and in the serum (total and free) from 11 epileptic patients. The cortical lesions were characterized by various degrees of neuronal loss or necrosis associated with other changes such as proliferated gliocytes, fibre gliosis, Rosenthal fibres or numerous corpora amylacea. According to other investigators neurons are the main binding sites of PHT and PB in rodent brains. The PHT and PB concentrations in 20 cortical lesions from nine patients were not significantly reduced as compared to the data of 46 deceased epileptic control patients. A significantly decreased PB value could only be demonstrated in the temporal specimen of an old scarred infarction with complete demyelination. On the other hand a slight but significant increase of PB was observed in three neocortical samples from a child exhibiting severe brain oedema and thrombosis of the sinuses. The results favour the unspecific binding of PHT and PB to cerebral tissue constituents and do not support the hypothesis of major binding to specific receptors.
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Affiliation(s)
- R Schnabel
- Institute of Neuropathology, Ludwig-Maximilians-University, Munich, Germany
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