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. 2018 Jul 18;13(7):e0200812. doi: 10.1371/journal.pone.0200812

HLA-A*11:01 is associated with levetiracetam-induced psychiatric adverse events

Tae-Won Yang 1,#, Jangsup Moon 2,3,4,#, Tae-Joon Kim 2,3, Jin-Sun Jun 5, Jung-Ah Lim 6, Soon-Tae Lee 2,3, Keun-Hwa Jung 2,3, Kyung-Il Park 7, Ki-Young Jung 2,3, Kon Chu 2,3,*, Sang Kun Lee 2,3,*
Editor: Emilio Russo8
PMCID: PMC6051654  PMID: 30020991

Abstract

Levetiracetam (LEV) is effective for focal and generalized epilepsy and is used worldwide because of its relatively few drug interactions and favorable tolerability. However, some psychiatric adverse events (PAEs) have been reported, resulting in drug withdrawal. The pathophysiology of LEV-induced PAE has not yet been elucidated. In this study, we investigated the relationship between PAEs and human leukocyte antigen (HLA) genes. Eleven epilepsy patients, who developed PAEs after the administration of LEV and spontaneously improved after drug withdrawal, were enrolled retrospectively. Genomic DNA from the peripheral blood was extracted, and four-digit allele genotyping of HLA genes was performed. The genotype frequencies of HLA genes were compared to those of 80 patients in which LEV was well tolerated, as well as to 485 individuals from the general Korean population. The frequency of the HLA-A*1101 allele was significantly higher in the LEV-induced PAEs group compared to both the LEV-tolerant group (p = 0.021, OR 4.80, 95% CI 1.30–17.74) and the general Korean population (p = 0.015, OR 4.62, 95% CI 1.38–15.45). This study is the first attempt at investigating the relationship between the HLA system and LEV-induced PAE. The results of this study suggest that the HLA-A*1101 allele could be a risk factor for the development of PAEs.

Introduction

Levetiracetam (LEV) is a broad-spectrum antiepileptic drug (AED)[13], which is used worldwide due to its relatively few drug interactions and favorable tolerability.[4, 5] However, psychiatric adverse events (PAEs) of LEV have been frequently reported, including psychosis, aggression, hostility, irritability, and nervousness.[6, 7] LEV may also be associated with an increased risk of suicidal ideation or behavior, as has been reported in 0.5–0.7% of patients receiving LEV.[6] Up to 7% of the patients discontinue LEV because of the PAEs; additionally, PAEs are the most common reason for withdrawal.[7]

The known risk factors for PAEs during LEV treatment are previous psychiatric history, family psychiatric history and history of febrile convulsions.[7, 8] However, the genetic risk factors for PAEs of LEV have not yet been fully investigated.

Many studies have demonstrated the associations of the human leukocyte antigen (HLA) in patients with various psychiatric diseases, including schizophrenia, schizoaffective disease, and mood disorders.[911] Since there is growing evidence that psychiatric diseases are influenced by the immune system in the brain,[12, 13] we hypothesized that PAEs of LEV may be induced by immune-mediated mechanisms related to the HLA system. The HLA associations with adverse events of AEDs are well known, especially in the cutaneous adverse drug reactions.[1416]

In the current study, we attempted to investigate the HLA-related risk factors for PAEs of LEV for the first time.

Materials and methods

Patients

We retrospectively enrolled 11 patient who experienced significant psychiatric symptoms after the administration of LEV among the patients with epilepsy who were treated with LEV at Seoul National University Hospital. A diagnosis of LEV-induced PAE was made when psychiatric symptoms or behavioral changes occurred after administration of LEV and when those symptoms were improved spontaneously after drug withdrawal. Psychiatric symptoms included hallucinations, delusions and behavioral changes consisting of aggression, irritability, and nervousness. When psychiatric symptoms were clinically confirmed, LEV administration was discontinued immediately to prevent serious adverse events. Patients with the following conditions were excluded: (1) previous history of mental illness, (2) severe mental retardation, (3) incomplete clinical data, or (4) uncertainty of LEV as the causative drug. Eighty epilepsy patients who were tolerant to LEV (LEV-tolerant group) were included as a control group. The LEV-tolerant group consisted of patients who did not exhibit any psychiatric symptoms while taking over 2000 mg/day of LEV. Additionally, we used 485 individuals from the general Korean population as the other control group.[17] This study was approved by the Institutional Review Board of Seoul National University Hospital, and written informed consent was obtained from all participants.

HLA genotyping

After genomic DNA extraction from the peripheral blood of all patients belonging to the LEV-induced PAEs group (LEV-PAEs group) and the LEV-tolerant group, HLA genotyping was performed. Four-digit allele genotyping of the HLA class I and class II genes, including HLA-A, HLA-B, HLA-C, HLA-DRB1 and HLA-DQB1, was performed using direct DNA sequence analysis, according to the established protocols (Biowithus, Seoul, Korea).[15, 16, 18] The frequencies of the abovementioned HLA genes in the general Korean population, which were documented in the previous report, were used as a control group.[17]

In silico docking

In silico docking was performed as previously described,[16] using the LEV molecule and HLA subtypes, which were observed in the present study. In brief, we obtained the three-dimensional structure of LEV from the Human Metabolome Database (http://www.hmdb.ca) and used a computational program, Autodock Vina,[19] to calculate the docking score of LEV into the HLA molecules. For comparison, docking runs were performed with HLA-A alleles, of which structures are available in the Protein Data Bank database.

Statistical analysis

The statistical analysis was performed using SPSS Statistics for Windows, version 22.0 (SPSS Inc., Chicago, Ill., USA). Fisher’s exact test was used to identify differences in the HLA frequencies among the following three groups: the LEV-PAEs group, the LEV-tolerant group and the general Korean population. Odds ratios (ORs) and 95% confidence intervals (CIs) were obtained. A two-tailed p-value < 0.05 was considered statistically significant.

Results

Clinical characteristics

A total of 11 patients (9 male, 2 female) who experienced LEV-induced PAEs and 80 patients who tolerated LEV treatment were included in this study. Demographics and clinical characteristics of the patients with LEV-induced PAEs are shown in Table 1. Furthermore, types of PAE and LEV dosages at the point of the PAE occurrence are shown in Table 2. Of the 11 patients in the LEV-PAEs group, 7 (63.6%) had aggressive behaviors (aggression and irritability), 3 (27.3%) had psychosis (auditory hallucination in 3 and delusion in 1), and 3 (27.3%) had nervousness. The median dose of LEV was 1000 mg/day (range 250–2000 mg/day) when the PAEs appeared. The majority of the patients (9 of 11, 81.8%) encountered PAEs on a dose less than 1500 mg per day of LEV. All 80 patients in the control group were taking more than 2000 mg/day.

Table 1. Demographics and clinical characteristics of the patients with levetiracetam-induced psychiatric adverse events.

No Sex Age Seizure type Baseline Seizure frequency Etiology Epilepsy duration (yr) Concomitant AEDs
1 M 42 Focal impaired awareness 4/mo Infectious 2 OXC 450 mg
2 M 26 Focal to bilateral tonic-clonic 2/mo Structural 20 OXC 1800 mg
PGB 150 mg
CZP 1.5 mg
3 M 56 Focal impaired awareness 1/yr Infectious 0.5 OXC 1425 mg
PGB 75 mg
4 M 35 Focal impaired awareness 2/yr Unknown 7 OXC 900 mg
5 M 45 Focal aware 4/mo Structural 1.5 OXC 600 mg
PGB 300 mg
CZP 1 mg
6 M 52 Focal impaired awareness N/A Structural 0.5 CZP 0.5 mg
7 M 27 Focal to bilateral tonic-clonic 1/yr Structural 2 None
8 F 39 Generalized 1/mo Unknown 4 None
9 M 34 Focal to bilateral tonic-clonic N/A Infectious 28 VPA 300 mg
10 F 41 Generalized 4/yr Unknown 35 ZNS 100 mg
11 M 74 Focal impaired awareness N/A Unknown 7 ZNS 100 mg

No, number; M, male; F, female; mo, month; yr, year; AED, antiepileptic drug; OXC, oxcarbazepine; PGB, pregabalin; CZP, clonazepam; VPA, valproic acid; N/A, not available

Table 2. Manifested psychiatric adverse events and levetiracetam dosages at the point of the symptoms occurrence.

No Manifestations LEV dose (mg/day)
1 Aggression, Irritability 2000
2 Psychosis (auditory hallucination, delusion) 2000
3 Nervousness 1500
4 Aggression, Irritability 1500
5 Aggression, Irritability, Nervousness 1500
6 Aggression, Irritability 1000
7 Aggression, Irritability 1000
8 Psychosis (auditory hallucination) 1000
9 Aggression, Irritability, Nervousness 1000
10 Psychosis (auditory hallucination) 500
11 Aggression, Irritability 250

No, number; M, male; F, female; LEV, levetiracetam.

Results of HLA genotyping

The results of the genotyping of the LEV-PAEs group patients are presented in Table 3. The genotype frequencies of the HLA genes in the LEV-PAEs group, the LEV-tolerant group and the general Korean population are shown in Table 4. The genotype frequency of the HLA-A*1101 allele was significantly higher in the LEV-PAEs group compared to both the LEV-tolerant group (p = 0.021, OR 4.80, 95% CI 1.30–17.74) and the general Korean population (p = 0.015, OR 4.62, 95% CI 1.38–15.45). On the other hand, the genotype frequency of the HLA-A*1101 allele was similar between the LEV-tolerant group and the general Korean population. Three HLA alleles, which have been reported to be associated with schizophrenia,[9, 10, 20, 21] are displayed in Table 4. These alleles were not significantly correlated with LEV-induced PAEs.

Table 3. Human leukocyte antigen genotype of the patients with levetiracetam-induced psychiatric adverse events.

No HLA-A HLA-B HLA-C HLA-DRB1 HLA-DQB1
1 0201/0206 3501/5401 0102/0303 1407/1501 0503/0602
2 1101/3303 1501/5801 0302/0401 0401/0406 0301/0302
3 1101/3101 1501/5102 0401/1502 0406/1501 0302/0602
4 0206/1101 3501/6701 0303/0702 0901/1101 0301/0303
5 1101/3303 1501/5101 0302/0401 0406/1301 0302/0603
6 2601/3001 1302/5401 0102/0602 0701/1405 0202/0503
7 2402/2402 1507/5101 0303/1402 0403/1501 0301/0302
8 0203/2402 3802/5401 0102/0702 0405/1502 0401/0501
9 1101/2402 0702/4002 0304/0702 0101/1406 0301/0501
10 0201/3004 1401/4001 0328/0802 0404/1101 0301/0402
11 1101/3303 3501/4403 0303/0706 0701/1405 0202/0503

No, number; HLA, human leukocyte antigen

Table 4. The frequencies of HLA genes in the LEV-PAE group, LEV-tolerant group and general Korean population, and the odds ratios among the three groups.

HLA allele Frequency LEV-PAE vs. LEV-tolerant LEV-PAE vs. General LEV-tolerant vs. General
LEV-PAE (%) (n = 11) LEV-tolerant (%) (n = 80) General population (%) (n = 485) OR (95% CI) p-value OR (95% CI) p-value OR (95% CI) p-value
HLA alleles most frequently identified in the LEV-PAE group
A*1101 6 (54.55) 16 (20.00) 100 (20.62) 4.80 (1.30–17.74) 0.02* 4.62 (1.38–15.45) 0.02* 0.96 (0.53–1.74) 0.90
DQB1*0301 5 (45.45) 23 (28.75) 121 (24.95) 1.77 (0.51–6.15) 0.50 2.15 (0.67–6.90) 0.19 1.21 (0.72–2.05) 0.47
Cw*0303 4 (36.36) 19 (23.75) 110 (22.68) 1.84 (0.49–6.95) 0.46 1.95 (0.56–6.78) 0.29 1.06 (0.61–1.85) 0.83
DQB1*0302 4 (36.36) 21 (26.25) 97 (20.00) 2.01 (0.57–7.01) 0.31 2.86 (0.89–9.20) 0.08 1.42 (0.83–2.46) 0.20
HLA alleles previously reported to be associated with schizophrenia
DRB1*0101 1 (9.09) 8 (10.00) 64 (13.20) 0.90 (0.10–7.97) 1.00 0.66 (0.08–5.23) 1.00 0.73 (0.34–1.59) 0.47
DQB1*0303 1 (9.09) 22 (27.50) 104 (21.44) 0.26 (0.03–2.18) 0.28 0.37 (0.05–2.90) 0.47 1.39 (0.81–2.38) 0.23
DQB1*0602 2 (18.18) 8 (10.00) 67 (13.81) 2.00 (0.37–10.92) 0.35 1.39 (0.29–6.56) 0.66 0.69 (0.32–1.50) 0.35

HLA, human leukocyte antigen; LEV-PAE, levetiracetam-induced psychiatric adverse event; OR, odds ratio

* p-Value <0.05

In silico analysis and molecular docking of levetiracetam

The binding affinity of the LEV molecule to HLA-A*1101 was compared to the binding affinity obtained from docking with seven HLA-A alleles whose crystallographic structures are available. The LEV molecule was predicted to be docked into the P1 pocket of HLA-A*1101 (Fig 1) with a docking score of 5.1 kcal/mol, which was the second highest affinity in those with the eight HLA-A alleles ranging from 4.8 to 5.2 kcal/mol.

Fig 1. In-silico modeling of the molecular interaction between HLA-A*1101 and LEV.

Fig 1

The LEV molecule was predicted to be docked into the P1 pocket of HLA-A*1101 with relatively higher affinity (5.1 kcal/mol) compared to other HLA-A subtypes. HLA, human leukocyte antigen; LEV, levetiracetam.

Discussion

This is the first study to investigate the HLA-related risk factors for LEV-induced PAEs in epilepsy patients. We identified significant associations between LEV-induced PAEs and the HLA-A*1101 allele. The in-silico analysis revealed that the LEV molecule was predicted to dock into the P1 pocket of the MHC class I heterodimer including A*1101. This finding provides a new insight into the pathogenesis of LEV-induced PAEs, and further studies using larger numbers of patients are required.

LEV is a second-generation antiepileptic drug that has been proven to be effective in focal and generalized epilepsy,[13] and is widely used due to its relatively few drug interactions and favorable tolerability.[4, 5] However, PAEs are reported to occur in 3.8–10.1% of patients taking LEV [1, 7, 2224] and may even result in suicide in extreme cases.[25] Almost 7% of patients discontinue LEV due to PAEs, which have proven to be the most common reason for withdrawal in patients taking LEV.[26] Unfortunately, the pathophysiology of LEV-induced PAEs has remained unclear until now.

In recent studies which investigated the possible associations among the location of brain lesion, the use of AEDs and the development of PAEs in patients with brain tumor-related epilepsy, frontal lobe tumors were highly associated with the development of PAEs after LEV treatment.[27, 28] In addition, LEV-induced PAEs were more commonly reported in specific populations who had previous history of febrile convulsion or status epilepticus, previous history of psychiatric disorders, and familial history of psychiatric disorders.[7, 29]

PAEs of LEV occur unexpectedly and independently of the dose, occurring even at doses below 1000 mg/day,[30] which suggests that this adverse event is an idiosyncratic adverse drug reaction. Idiosyncratic adverse drug reactions of AEDs are unpredictable and are thought to have an underlying genetic etiology.[15, 16, 31] However, the genetic risk factors of LEV-induced PAEs have not been thoroughly investigated; thus, the occurrence of PAEs can only be detected by LEV administration to every patient. Helmstaedter et al. conducted multiple SNP analyses of genes related to dopaminergic activity in 398 patients with epilepsy and taking LEV.[32] They revealed a higher load of adverse psychotropic side effects of LEV in patients carrying rs1800497 (dopamine receptor D2-associated ANKK1 TAQ-1A), which is associated with decreased dopaminergic activity. However, none of the HLA-related risk factors for LEV-induced PAEs have yet been identified.

In this study, the frequency of the HLA-A*1101 allele was significantly higher in the LEV-PAE group than in the LEV-tolerant group or the general Korean population, which suggests that LEV-induced PAEs may also be related to the HLA genes. Previous studies have shown that immune responses are involved in the development of psychiatric diseases, including schizophrenia and bipolar disorders, and have suggested several HLA genes related to the pathogenesis of these diseases. Two previous studies have shown that patients with schizophrenia had higher rates of the HLA-DRB1*0101 genes than the controls in the Japanese population.[9, 21] In addition, the frequency of HLA-DQB1*0303 had a positive association with schizophrenia, whereas HLA-DQB1*0602 had a negative association in the Chinese population.[10] Two additional studies suggest a negative association between HLA-DQB1*0602 and schizophrenia in the African-American population.[20, 33] Patients with bipolar disorder showed significantly increased allele frequencies of the HLA-A29 and HLA-B21 antigens compared to the controls in the Spanish population.[11] Similarly, HLA-A29 and HLA-B54 were detected more frequently, while HLA-B51 and HLA-DRB1*02 were less frequent in patients with bipolar disorder in a Korean population.[34]

HLA-A*1101 is the dominant serotype of HLA-A11 (A11), which is one of the most common HLA class I genotypes in the world.[35] HLA-A forms a receptor structure in the human MHC class I molecules, which present antigenic peptides to CD8+ T cells and trigger the cytotoxic T lymphocyte (CTL) response.[36] Many transgenic HLA mice are used as models of the human immune responses. HLA-A*1101 transgenic mice, which contain the human HLA-A11 molecule, are well-known models for studying MHC Class I antigen presentation. Therefore, HLA-A*1101 transgenic mice are suitable for the investigation of human immune reactions to viral infections and are thus widely used for vaccine development studies.[35, 3739]

LEV-induced idiosyncratic reactions may be caused by directly triggering the CTL response via the HLA system. The in-silico docking analysis has demonstrated that the LEV molecule binds within the P1 pocket of the peptide binding groove of HLA-A*1101, with a relatively stronger affinity than other HLA subtypes. Several reports have shown that drug molecules can directly interact with HLA molecules in combination with specific peptides and trigger unexpected immune reactions.[40] Abacavir can bind within the F pocket of the peptide-binding groove of HLA-B*57:01 and induce CTL responses.[41] Likewise, carbamazepine can be loaded in the B pocket of the HLA-B*1502 molecule and activate CTLs without the involvement of intracellular drug metabolism or antigen processing.[42] Although the detailed mechanism of LEV-induced idiosyncratic reactions needs to be investigated further, our data suggest that LEV-induced PAEs occur as an idiosyncratic reaction via the HLA system.

One of the limitations of our study is the small number of patients included in the LEV-PAE group. Additionally, an objective psychiatric assessment scale was not used to evaluate the PAEs, which were mainly assessed by the clinician’s judgement. Therefore, we have excluded all the patients with unclear symptoms or unclear causality with LEV administration from the larger number of patients suspected to have PAEs. Despite the reduction in the number of patients, we made great efforts to select definite LEV-induced PAEs, which were supported by the spontaneous improvement of the psychiatric symptoms after drug removal.

In conclusion, we suggest for the first time that the HLA system is associated with LEV-induced PAEs, and the HLA-A*1101 allele could be a risk factor for the development of psychiatric symptoms. Identifying the genetic risk factors for LEV-induced PAEs, along with other known risk factors, will be significantly beneficial to clinicians when prescribing LEV. To strengthen the findings obtained from the current study, additional studies using objective assessment instruments of psychiatric symptoms in larger numbers of patients or in different ethnic groups will be required in the near future.

Acknowledgments

This work was supported by the National Research Foundation of Korea (NRF) funded by the Ministry of Science, ICT & Future Planning (NRF-2016R1C1B2016275). S.K.L. was supported by Dong-A ST (0620154110). J.M. was supported by Seoul National University Hospital (0420170820).

Data Availability

All relevant data are within the paper.

Funding Statement

This work was supported by the National Research Foundation of Korea (NRF) funded by the Ministry of Science, ICT & Future Planning (NRF-2016R1C1B2016275). S.K.L. was supported by Dong-A ST (0620154110). J.M. was supported by Seoul National University Hospital (0420170820). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

References

  • 1.Ben-Menachem E, Falter U. Efficacy and tolerability of levetiracetam 3000 mg/d in patients with refractory partial seizures: a multicenter, double-blind, responder-selected study evaluating monotherapy. European Levetiracetam Study Group. Epilepsia. 2000;41(10):1276–83. . [DOI] [PubMed] [Google Scholar]
  • 2.Berkovic SF, Knowlton RC, Leroy RF, Schiemann J, Falter U, Levetiracetam NSG. Placebo-controlled study of levetiracetam in idiopathic generalized epilepsy. Neurology. 2007;69(18):1751–60. 10.1212/01.wnl.0000268699.34614.d3 . [DOI] [PubMed] [Google Scholar]
  • 3.French JA, Pedley TA. Clinical practice. Initial management of epilepsy. N Engl J Med. 2008;359(2):166–76. 10.1056/NEJMcp0801738 . [DOI] [PubMed] [Google Scholar]
  • 4.Lo BW, Kyu HH, Jichici D, Upton AM, Akl EA, Meade MO. Meta-analysis of randomized trials on first line and adjunctive levetiracetam. Can J Neurol Sci. 2011;38(3):475–86. . [DOI] [PubMed] [Google Scholar]
  • 5.Lyseng-Williamson KA. Levetiracetam: a review of its use in epilepsy. Drugs. 2011;71(4):489–514. . [DOI] [PubMed] [Google Scholar]
  • 6.Crepeau AZ, Treiman DM. Levetiracetam: a comprehensive review. Expert review of neurotherapeutics. 2010;10(2):159–71. [DOI] [PubMed] [Google Scholar]
  • 7.Mula M, Trimble MR, Yuen A, Liu RS, Sander JW. Psychiatric adverse events during levetiracetam therapy. Neurology. 2003;61(5):704–6. . [DOI] [PubMed] [Google Scholar]
  • 8.Mula M, Trimble MR, Sander JW. Are psychiatric adverse events of antiepileptic drugs a unique entity? A study on topiramate and levetiracetam. Epilepsia. 2007;48(12):2322–6. 10.1111/j.1528-1167.2007.01262.x [DOI] [PubMed] [Google Scholar]
  • 9.Sasaki T, Matsushita M, Nanko S, Fukuda R, Kennedy JL, Tokunaga K. Schizophrenia and the HLA-DRB1 gene in the Japanese population. Am J Psychiatry. 1999;156(5):771–3. . [DOI] [PubMed] [Google Scholar]
  • 10.Nimgaonkar VL, Rudert WA, Zhang XR, Tsoi WF, Trucco M, Saha N. Further evidence for an association between schizophrenia and the HLA DQB1 gene locus. Schizophr Res. 1995;18(1):43–9. . [DOI] [PubMed] [Google Scholar]
  • 11.Ventura T, Lobo A, Marco JC. HLA antigens in bipolar affective patients. Actas Luso Esp Neurol Psiquiatr Cienc Afines. 1990;18(5):339–43. . [PubMed] [Google Scholar]
  • 12.Mokhtari R, Lachman HM. The Major Histocompatibility Complex (MHC) in Schizophrenia: A Review. Journal of clinical & cellular immunology. 2016;7(6). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Nunes S, Borelli S, Matsuo T, Watanabe M, Itano E. The association of the HLA in patients with schizophrenia, schizoaffective disorder, and in their biological relatives. Schizophrenia research. 2005;76(2):195–8. [DOI] [PubMed] [Google Scholar]
  • 14.Bloch KM, Sills GJ, Pirmohamed M, Alfirevic A. Pharmacogenetics of antiepileptic drug-induced hypersensitivity. Pharmacogenomics. 2014;15(6):857–68. 10.2217/pgs.14.65 [DOI] [PubMed] [Google Scholar]
  • 15.Moon J, Park HK, Chu K, Sunwoo JS, Byun JI, Lim JA, et al. The HLA-A*2402/Cw*0102 haplotype is associated with lamotrigine-induced maculopapular eruption in the Korean population. Epilepsia. 2015;56(10):e161–7. 10.1111/epi.13087 . [DOI] [PubMed] [Google Scholar]
  • 16.Moon J, Kim TJ, Lim JA, Sunwoo JS, Byun JI, Lee ST, et al. HLA-B*40:02 and DRB1*04:03 are risk factors for oxcarbazepine-induced maculopapular eruption. Epilepsia. 2016;57(11):1879–86. 10.1111/epi.13566 . [DOI] [PubMed] [Google Scholar]
  • 17.Lee KW, Oh DH, Lee C, Yang SY. Allelic and haplotypic diversity of HLA-A, -B, -C, -DRB1, and -DQB1 genes in the Korean population. Tissue Antigens. 2005;65(5):437–47. 10.1111/j.1399-0039.2005.00386.x . [DOI] [PubMed] [Google Scholar]
  • 18.Kim SH, Lee KW, Song WJ, Kim SH, Jee YK, Lee SM, et al. Carbamazepine-induced severe cutaneous adverse reactions and HLA genotypes in Koreans. Epilepsy Res. 2011;97(1–2):190–7. 10.1016/j.eplepsyres.2011.08.010 . [DOI] [PubMed] [Google Scholar]
  • 19.Trott O, Olson AJ. AutoDock Vina: improving the speed and accuracy of docking with a new scoring function, efficient optimization, and multithreading. Journal of computational chemistry. 2010;31(2):455–61. 10.1002/jcc.21334 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Nimgaonkar VL, Rudert WA, Zhang X, Trucco M, Ganguli R. Negative association of schizophrenia with HLA DQB1*0602: evidence from a second African-American cohort. Schizophr Res. 1997;23(1):81–6. 10.1016/S0920-9964(96)00086-2 . [DOI] [PubMed] [Google Scholar]
  • 21.Asaka A, Okazaki Y, Namura I, Juji T, Miyamoto M, Ishikawa B. Study of HLA antigens among Japanese schizophrenics. Br J Psychiatry. 1981;138:498–500. . [DOI] [PubMed] [Google Scholar]
  • 22.Cereghino JJ, Biton V, Abou-Khalil B, Dreifuss F, Gauer LJ, Leppik I. Levetiracetam for partial seizures: results of a double-blind, randomized clinical trial. Neurology. 2000;55(2):236–42. . [DOI] [PubMed] [Google Scholar]
  • 23.Shorvon SD, Lowenthal A, Janz D, Bielen E, Loiseau P. Multicenter double-blind, randomized, placebo-controlled trial of levetiracetam as add-on therapy in patients with refractory partial seizures. European Levetiracetam Study Group. Epilepsia. 2000;41(9):1179–86. . [DOI] [PubMed] [Google Scholar]
  • 24.French J, Edrich P, Cramer JA. A systematic review of the safety profile of levetiracetam: a new antiepileptic drug. Epilepsy Res. 2001;47(1–2):77–90. . [DOI] [PubMed] [Google Scholar]
  • 25.Song HR, Woo YS, Wang HR, Jun TY, Bahk WM. How does antiepileptic drug induce suicidality? A case associated with levitracetam use. Gen Hosp Psychiatry. 2014;36(3):360 e1–2. 10.1016/j.genhosppsych.2013.12.002 . [DOI] [PubMed] [Google Scholar]
  • 26.De Smedt T, Raedt R, Vonck K, Boon P. Levetiracetam: part II, the clinical profile of a novel anticonvulsant drug. CNS drug reviews. 2007;13(1):57–78. 10.1111/j.1527-3458.2007.00005.x [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Bedetti C, Romoli M, Maschio M, Di Bonaventura C, Nardi Cesarini E, Eusebi P, et al. Neuropsychiatric adverse events of antiepileptic drugs in brain tumour-related epilepsy: an Italian multicentre prospective observational study. Eur J Neurol. 2017;24(10):1283–9. 10.1111/ene.13375 . [DOI] [PubMed] [Google Scholar]
  • 28.Belcastro V, Pisani LR, Bellocchi S, Casiraghi P, Gorgone G, Mula M, et al. Brain tumor location influences the onset of acute psychiatric adverse events of levetiracetam therapy: an observational study. J Neurol. 2017;264(5):921–7. 10.1007/s00415-017-8463-6 . [DOI] [PubMed] [Google Scholar]
  • 29.Mula M, Agrawal N, Mustafa Z, Mohanalingham K, Cock HR, Lozsadi DA, et al. Self-reported aggressiveness during treatment with levetiracetam correlates with depression. Epilepsy Behav. 2015;45:64–7. 10.1016/j.yebeh.2015.03.018 . [DOI] [PubMed] [Google Scholar]
  • 30.Verrotti A, Prezioso G, Di Sabatino F, Franco V, Chiarelli F, Zaccara G. The adverse event profile of levetiracetam: A meta-analysis on children and adults. Seizure. 2015;31:49–55. 10.1016/j.seizure.2015.07.004 . [DOI] [PubMed] [Google Scholar]
  • 31.Franciotta D, Kwan P, Perucca E. Genetic basis for idiosyncratic reactions to antiepileptic drugs. Current opinion in neurology. 2009;22(2):144–9. 10.1097/WCO.0b013e328328f276 [DOI] [PubMed] [Google Scholar]
  • 32.Helmstaedter C, Mihov Y, Toliat MR, Thiele H, Nuernberg P, Schoch S, et al. Genetic variation in dopaminergic activity is associated with the risk for psychiatric side effects of levetiracetam. Epilepsia. 2013;54(1):36–44. 10.1111/j.1528-1167.2012.03603.x [DOI] [PubMed] [Google Scholar]
  • 33.Nimgaonkar VL, Ganguli R, Rudert WA, Vavassori C, Rabin BS, Trucco M. A negative association of schizophrenia with an allele of the HLA DQB1 gene among African-Americans. Schizophr Res. 1993;8(3):199–209. . [DOI] [PubMed] [Google Scholar]
  • 34.Jun TY, Pae CU, Chae JH, Pyo CW, Han H. Human leukocyte antigen alleles in patients with bipolar disorder in the Korean population. Psychiatry Clin Neurosci. 2002;56(4):453–7. 10.1046/j.1440-1819.2002.01035.x . [DOI] [PubMed] [Google Scholar]
  • 35.Zeng Y, Gao T, Zhao G, Jiang Y, Yang Y, Yu H, et al. Generation of human MHC (HLA-A11/DR1) transgenic mice for vaccine evaluation. Human vaccines & immunotherapeutics. 2016;12(3):829–36. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36.Huang M, Zhang W, Guo J, Wei X, Phiwpan K, Zhang J, et al. Improved transgenic mouse model for studying HLA class I antigen presentation. Scientific reports. 2016;6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.El Bissati K, Chentoufi AA, Krishack PA, Zhou Y, Woods S, Dubey JP, et al. Adjuvanted multi-epitope vaccines protect HLA-A* 11: 01 transgenic mice against Toxoplasma gondii. JCI insight. 2016;1(15). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38.Pasquetto V, Bui H-H, Giannino R, Mirza F, Sidney J, Oseroff C, et al. HLA-A* 0201, HLA-A* 1101, and HLA-B* 0702 transgenic mice recognize numerous poxvirus determinants from a wide variety of viral gene products. The Journal of Immunology. 2005;175(8):5504–15. [DOI] [PubMed] [Google Scholar]
  • 39.Zheng Y, Parsonage G, Zhuang X, Machado LR, James CH, Salman A, et al. Human leukocyte antigen (HLA) A* 1101-restricted Epstein-Barr virus–specific T-cell receptor gene transfer to target nasopharyngeal carcinoma. Cancer immunology research. 2015;3(10):1138–47. 10.1158/2326-6066.CIR-14-0203-T [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 40.Yun J, Adam J, Yerly D, Pichler WJ. Human leukocyte antigens (HLA) associated drug hypersensitivity: consequences of drug binding to HLA. Allergy. 2012;67(11):1338–46. 10.1111/all.12008 [DOI] [PubMed] [Google Scholar]
  • 41.Ostrov DA, Grant BJ, Pompeu YA, Sidney J, Harndahl M, Southwood S, et al. Drug hypersensitivity caused by alteration of the MHC-presented self-peptide repertoire. Proceedings of the National Academy of Sciences. 2012;109(25):9959–64. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 42.Wei C-Y, Chung W-H, Huang H-W, Chen Y-T, Hung S-I. Direct interaction between HLA-B and carbamazepine activates T cells in patients with Stevens-Johnson syndrome. Journal of Allergy and Clinical Immunology. 2012;129(6):1562–9. e5. 10.1016/j.jaci.2011.12.990 [DOI] [PubMed] [Google Scholar]

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