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Influence of glutathione-related genetic variants on the oxidative stress profile of Mexican patients with psychotic disorders

Abstract

Objective:

The clinical trajectories of patients with psychotic disorders have divergent outcomes, which may result in part from glutathione (GSH)-related high-risk genotypes. We aimed to determine pharmacokinetics of clozapine, GSH levels, GSH peroxidase (GPx) activity, gene variants involved in the synthesis and metabolism of GSH, and their association with psychotic disorders in Mexican patients on clozapine monotherapy and controls.

Methods:

The sample included 75 patients with psychotic disorders on clozapine therapy and 40 paired healthy controls. Plasma clozapine/N-desmethylclozapine, GSH concentrations, and GPx activity were determined, along with genotyping of GCLC and GSTP1 variants and copy number variations of GSTP1, GSTT1, and GSTM1. Clinical, molecular and biochemical data were analyzed with a logistic regression model.

Results:

GSH levels were significantly reduced and, conversely, GPx activity was higher among patients than controls. GCLC_GAG-7/9 genotype (OR = 4.3, 95%CI = 1.40-14.31, p = 0.019) and hetero-/homozygous genotypes of GCLC_rs761142 (OR = 6.09, 95%CI = 1.93-22.59, p = 0.003) were found to be risk factors for psychosis. The genetic variants were not related to clozapine/N-desmethylclozapine levels or metabolic ratio.

Conclusions:

GCLC variants were associated with the oxidative stress profile of patients with psychotic disorders, raising opportunities for intervention to improve their antioxidant defenses. Further studies with larger samples should explore this proposal.

Psychotic disorders; GCLC gene; glutathione; glutathione peroxidase activity; glutathione S-transferases


Introduction

Psychotic disorders (PD) are severe mental illnesses that cause abnormal thinking and perceptions. Two of the main symptoms are delusions and hallucinations; typical onset occurs in late adolescence or early adulthood.11. American Psychiatric Association. Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5). Arlington: American Psychiatric Publishing; 2013. There is growing evidence that redox dysregulation and its consequent oxidative stress are implicated in the pathophysiology of PD, including schizophrenia (SZ),22. Li XR, Xiu MH, Guan XN, Wang YC, Wang J, Leung E, et al. Altered antioxidant defenses in drug-naive first episode patients with schizophrenia are associated with poor treatment response to risperidone: 12-week results from a prospective longitudinal study. Neurotherapeutics. 2021;18:1316-24. bipolar disorder (BD),33. Kulak A, Steullet P, Cabungcal JH, Werge T, Ingason A, Cuenod M, et al. Redox dysregulation in the pathophysiology of schizophrenia and bipolar disorder: insights from animal models. Antioxid Redox Signal. 2013;18:1428-43. schizoaffective disorder (SD),44. Chouinard VA, Kim SY, Valeri L, Yuksel C, Ryan KP, Chouinard G, et al. Brain bioenergetics and redox state measured by 31P magnetic resonance spectroscopy in unaffected siblings of patients with psychotic disorders. Schizophr Res. 2017;187:11-6. and interictal psychosis (IIP; also known as SZ-like psychosis in epilepsy).55. Maes M, Supasitthumrong T, Limotai C, Michelin AP, Matsumoto AK, Semão LO, et al. Increased oxidative stress toxicity and lowered antioxidant defenses in temporal lobe epilepsy and mesial temporal sclerosis: associations with psychiatric comorbidities. Mol Neurobiol. 2020;57:3334-48.,66. Filho GMA, Martins DP, Lopes AM, Brait BJ, Furlan AER, Oliveira CIF, et al. Oxidative stress in patients with refractory temporal lobe epilepsy and mesial temporal sclerosis: Possible association with major depressive disorder? Epilepsy Behav. 2018;80:191-6. Genetic and environmental factors converge on the redox system, contributing to the pathophysiology of psychosis. Environmental insults combined with a genetic susceptibility to redox dysregulation (e.g., variants in antioxidant defense-related genes) could be implicated through redox-sensitive and oxidative stress-mediated mechanisms.77. Kim Y, Vadodaria KC, Lenkei Z, Kato T, Gage FH, Marchetto MC, et al. Mitochondria, metabolism, and redox mechanisms in psychiatric disorders. Antioxid Redox Signal. 2019;31:275-317.

8. Cuenod M, Steullet P, Cabungcal JH, Dwir D, Khadimallah I, Klauser P, et al. Caught in vicious circles: a perspective on dynamic feed-forward loops driving oxidative stress in schizophrenia. Mol Psychiatry. 2022;27:1886-97.
-99. Ermakov EA, Dmitrieva EM, Parshukova DA, Kazantseva DV, Vasilieva AR, Smirnova LP. Oxidative stress-related mechanisms in schizophrenia pathogenesis and new treatment perspectives. Oxid Med Cell Longev. 2021;2021:8881770. In this context, it has been shown that patients with PD have low glutathione (GSH) levels in peripheral tissues,1010. Wood SJ, Berger GE, Wellard RM, Proffitt TM, McConchie M, Berk M, et al. Medial temporal lobe glutathione concentration in first episode psychosis: a 1H-MRS investigation. Neurobiol Dis. 2009;33:354-7.

11. Do KQ, Trabesinger AH, Kirsten-Krüger M, Lauer CJ, Dydak U, Hell D, et al. Schizophrenia: glutathione deficit in cerebrospinal fluid and prefrontal cortex in vivo. Eur J Neurosci. 2000;12:3721-8.

12. Raffa M, Atig F, Mhalla A, Kerkeni A, Mechri A. Decreased glutathione levels and impaired antioxidant enzyme activities in drug-naive first-episode schizophrenic patients. BMC Psychiatry. 2011;11:124.
-1313. Micó JA, Rojas-Corrales MO, Gibert-Rahola J, Parellada M, Moreno D, Fraguas D, et al. Reduced antioxidant defense in early onset first-episode psychosis: a case-control study. BMC Psychiatry. 2011;11:26. in postmortem brain studies,1111. Do KQ, Trabesinger AH, Kirsten-Krüger M, Lauer CJ, Dydak U, Hell D, et al. Schizophrenia: glutathione deficit in cerebrospinal fluid and prefrontal cortex in vivo. Eur J Neurosci. 2000;12:3721-8.,1414. Yao JK, Leonard S, Reddy R. Altered glutathione redox state in schizophrenia. Dis Markers. 2006;22:83-93.,1515. Gawryluk JW, Wang JF, Andreazza AC, Shao L, Yatham LN, Young LT. Prefrontal cortex glutathione S-transferase levels in patients with bipolar disorder, major depression and schizophrenia. Int J Neuropsychopharmacol. 2011;14:1069-74. and in neuroimaging analysis of first-episode psychotic patients.1616. Xin L, Mekle R, Fournier M, Baumann PS, Ferrari C, Alameda L, et al. Genetic polymorphism associated prefrontal glutathione and its coupling with brain glutamate and peripheral redox status in early psychosis. Schizophr Bull. 2016;42:1185-96. It has been suggested that decreased GSH levels may occur due to gene dosage effects between copy number variations (CNV) and reduced enzyme activity in GSH S-transferases (GSTs).1515. Gawryluk JW, Wang JF, Andreazza AC, Shao L, Yatham LN, Young LT. Prefrontal cortex glutathione S-transferase levels in patients with bipolar disorder, major depression and schizophrenia. Int J Neuropsychopharmacol. 2011;14:1069-74.,1717. Pejovic-Milovancevic MM, Mandic-Maravic VD, Coric VM, Mitkovic-Voncina MM, Kostic MV,Savic-Radojevic AR, et al. Glutathione s-transferase deletion polymorphisms in early-onset psychotic and bipolar disorders: a case-control study. Lab Med. 2016;47:195-204. In addition, several genetic variants of the catalytic subunit of glutamate-cysteine ligase (GCLC) (rate-limiting synthesizing enzyme of GSH) have strong functional effects on GSH levels in fibroblasts when challenged with oxidative stress,1818. Gysin R, Kraftsik R, Sandell J, Bovet P, Chappuis C, Conus P, et al. Impaired glutathione synthesis in schizophrenia: convergent genetic and functional evidence. Proc Natl Acad Sci USA. 2007;104:16621-6. which has also been observed in brain studies.1616. Xin L, Mekle R, Fournier M, Baumann PS, Ferrari C, Alameda L, et al. Genetic polymorphism associated prefrontal glutathione and its coupling with brain glutamate and peripheral redox status in early psychosis. Schizophr Bull. 2016;42:1185-96.,1818. Gysin R, Kraftsik R, Sandell J, Bovet P, Chappuis C, Conus P, et al. Impaired glutathione synthesis in schizophrenia: convergent genetic and functional evidence. Proc Natl Acad Sci USA. 2007;104:16621-6.

19. Do KQ, Cabungcal JH, Frank A, Steullet P, Cuenod M. Redox dysregulation, neurodevelopment, and schizophrenia. Curr Opin Neurobiol. 2009;19:220-30.
-2020. Gysin R, Kraftsik R, Boulat O, Bovet P, Conus P, Comte-Krieger E, et al. Genetic dysregulation of glutathione synthesis predicts alteration of plasma thiol redox status in schizophrenia. Antioxid Redox Signal. 2011;15:2003-10. Interestingly, Xin et al.1616. Xin L, Mekle R, Fournier M, Baumann PS, Ferrari C, Alameda L, et al. Genetic polymorphism associated prefrontal glutathione and its coupling with brain glutamate and peripheral redox status in early psychosis. Schizophr Bull. 2016;42:1185-96. found a negative correlation between GSH peroxidase (GPx) activity and GSH levels in male early psychosis patients, which suggests that blood GPx activity may reflect central oxidative status.

On the other hand, evidence has shown the therapeutic potential of second-generation antipsychotics, particularly clozapine, for improving antioxidant status and reducing lipid peroxidation in patients with SZ and for modulating microglia activation and oxidative stress.2121. Caruso G, Grasso M, Fidilio A, Tascedda F, Drago F, Caraci F. Antioxidant properties of second-generation antipsychotics: focus on microglia. Pharmaceuticals. 2020;13:457. Currently, the link between oxidative stress, clinical response to clozapine, and its potential antioxidant properties is not fully understood, but it has been proposed that its ability to decrease neutrophil ROS production may depend on the amino group part of its chemical structure.2121. Caruso G, Grasso M, Fidilio A, Tascedda F, Drago F, Caraci F. Antioxidant properties of second-generation antipsychotics: focus on microglia. Pharmaceuticals. 2020;13:457.

In this study we aimed to determine plasma clozapine concentrations, metabolic ratio, GSH levels, GPx activity, and variants of genes encoding the main enzymes involved in the synthesis and metabolism of GSH (GCLC and GSTs) and their potential association with PD in Mexican patients on clozapine monotherapy and a paired healthy control group. We hypothesized that genetic variants and environmental factors could be modulating GSH concentrations/GPx activity and may be associated with the oxidative stress profile and clinical outcome of patients with PD who are clozapine responders (Figure 1).

Figure 1
Graphical hypothesis of how genetic and environmental factors converge on the redox system and contribute to the pathophysiology of psychotic disorders. Variants in antioxidant defense-related genes (GCLC, GSTs, etc.) in combination with environmental factors (alcohol/tobacco/coffee consumption, sex, age, and clozapine therapy) could be implicated via redox-sensitive and oxidative stress-mediated mechanisms, in glutathione (GSH) concentration/glutathione peroxidase (GPx) activity. Potential antioxidant properties of clozapine might modulate the oxidative stress profile and clinical outcome (Positive and Negative Syndrome Scale [PANSS] and Clinical Global Impression Scale [CGI] of responsive patients with psychotic disorders). CNV = copy number variation; SNV = single nucleotide variants.

Methods

Subjects

Unrelated Mexican Mestizo patients with a clinically diagnosed PD (SZ, SD, BD, and IIP) were recruited for this study. All patients had been taking oral clozapine as antipsychotic monotherapy for at least 6 months prior to enrollment. Clinical diagnosis of a PD according to the DSM-5 was determined by at least one neuropsychiatrist.11. American Psychiatric Association. Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5). Arlington: American Psychiatric Publishing; 2013. The Positive and Negative Syndrome Scale (PANSS) was used to evaluate the clinical severity of the disorder. The Clinical Global Impression (CGI) for illness severity and global change was also applied at baseline and week 18 by a neuropsychiatrist. Regular alcohol /tobacco/coffee consumption was assessed by a geneticist through yes/no questions about average weekly consumption during the last 12 months, excluding heavy drinkers and/or smokers.2222. McKee SA, Harrison EL, O’Malley SS, Krishnan-Sarin S, Shi J, Tetrault JM, et al. Varenicline reduces alcohol self-administration in heavy-drinking smokers. Biol Psychiatry. 2009;66:185-90. Brief psychotic episodes secondary to intoxication by a psychoactive substance or medical condition were excluded. Other exclusion criteria were significant cognitive deficit (moderate to profound intellectual disability) and brain tumors.

Healthy controls were either college students or unrelated companions of patients recruited at our institution with no family history of neurological or psychiatric disorders, who were not taking psychotropic medications, and who were clinically healthy at the time of sampling.

Biochemical analyses

Blood samples were collected from each participant into ethylenediamine tetraacetic acid (EDTA) or acid-citrate-dextrose tubes for biochemical and molecular assays, respectively. Plasma was separated and stored at -70°C for GSH and GPx analyses.

Measurement of glutathione plasma levels

GSH plasma levels were measured with a previously reported fluorometric method2323. Hissin PJ, Hilf R. A fluorometric method for determination of oxidized and reduced glutathione in tissues. Anal Biochem. 1976;74:214-26.,2424. Diaz-Ruiz A, Alcaraz-Zubeldia M, Maldonado V, Salgado-Ceballos H, Mendez-Armenta M, Rios C. Differential time-course of the increase of antioxidant thiol-defenses in the acute phase after spinal cord injury in rats. Neurosci Lett. 2009;452:56-9. using ortho-phthalaldehyde, which was prepared daily in reagent-grade absolute methanol prior to use. Plasma samples were first diluted 1:1 (v/v) with 10% trichloroacetic acid solution and placed on ice for 10 min. The samples were then centrifuged at 4°C and 100,000 g for 15 min to obtain the supernatant for the GSH assay. The samples were prepared in a 200 μL 96-well black polystyrene microplate with 13.6 μL of homogenized plasma in 122.7 μL of EDTA-phosphate buffer (pH = 8.0). The ortho-phthalaldehyde solution (13.6 μL) was then added to the mixture and incubated at room temperature for 15 min. Fluorescent signals were recorded in a BioTek™ FLX800 luminescence spectrophotometer at 350 nm excitation and 420 nm emission wavelengths with 90% sensitivity. Calibration curves were built for GSH, and the concentrations were obtained by interpolation of the standard curve. The results were expressed as μmol GSH/L.2323. Hissin PJ, Hilf R. A fluorometric method for determination of oxidized and reduced glutathione in tissues. Anal Biochem. 1976;74:214-26.,2424. Diaz-Ruiz A, Alcaraz-Zubeldia M, Maldonado V, Salgado-Ceballos H, Mendez-Armenta M, Rios C. Differential time-course of the increase of antioxidant thiol-defenses in the acute phase after spinal cord injury in rats. Neurosci Lett. 2009;452:56-9.

Plasma glutathione peroxidase activity

Plasma GPx activity was measured using a method based on the nonenzymatic oxidation of GSH.2525. Boll MC, Bayliss L, Vargas-Cañas S, Burgos J, Montes S, Peñaloza-Solano G, et al. Clinical and biological changes under treatment with lithium carbonate and valproic acid in sporadic amyotrophic lateral sclerosis. J Neurol Sci. 2014;340:103-8. For this purpose, plasma protein content was obtained by the Lowry method using Folin and Ciocalteu’s phenol reagent.2626. Lowry OH, Rosebrough NJ, Farr AL, Randall RJ. Protein measurement with the Folin phenol reagent. J Biol Chem. 1951;193:265-75. Samples containing 500 μg of protein were then incubated at 37°C in 250 μL of phosphate buffer (containing 5mM EDTA; pH = 7.0) + 250 μL of GSH (2.0 mM) + 125 μL of NaN3 (0.01 M) to reach a final volume of 1.5 mL. After 5 min, 250 μL of H2O2 (1.25 mM) was added to the incubation medium, and 3 min later, 250 μL of the mixture was removed and diluted in a 250 μL aliquot of buffer. The samples were then centrifuged at 1,500 g for 30 min. Supernatants (50 μL) were mixed with 50 μL of phosphate buffer (pH = 7.0). Reaction began after 25 μL of 5,5-dithiobis-2-nitrobenzoic acid was added. After incubation for 2 min at room temperature, optical density was measured at 412 nm in a microplate reader (Eon UV/VIS, Biotek Instruments Inc., Winooski, VT, USA). Calibration curves were built using increasing concentrations of GSH + EDTA (pH = 7.0) + 5,5-dithiobis-2-nitrobenzoic acid, and the concentrations were obtained by interpolation from the standard curve. The results are expressed as μmol of GSH/500 μg protein/30 min.

Determining plasma concentrations of clozapine and N-desmethylclozapine

Plasma concentrations of clozapine and its main metabolite (N-desmethylclozapine) were determined as previously described.2727. Ortega-Vázquez A, Mayen-Lobo YG, Montellano DJD-O, Tristán-López L, Aviña-Cervantes CL, Ríos C, et al. Alcohol intake potentiates clozapine adverse effects associated to CYP1A2*1C in patients with refractory psychosis. Drug Dev Res. 2021;82:685-94. We then calculated the metabolic ratio as: metabolic ratio = [clozapine levels]/[N-desmethyl-clozapine].

Molecular analysis

DNA was isolated by standard procedures. Single nucleotide variants of GCLC_rs761142 and rs17883901, and GSTP1_rs1695 were genotyped using TaqMan® probes in a StepOne™ real-time polymerase chain reaction (PCR) system (Thermo Fisher Scientific, Waltham, MA, USA). The analysis of CNV of GSTP1, GSTT1, and GSTM1 genes was performed by multiplex ligation-dependent probe amplification using a P128 panel (MRC-Holland BV, Amsterdam, The Netherlands) following manufacturer instructions. GAG repeats in 5’UTR of GCLC (alleles 7-10 repeats) were analyzed by fluorescent PCR, as previously described.2828. Nichenametla SN, Ellison I, Calcagnotto A, Lazarus P, Muscat JE, Richie Jr JP. Functional significance of the GAG trinucleotide-repeat polymorphism in the gene for the catalytic subunit of gamma-glutamylcysteine ligase. Free Radic Biol Med. 2008;45:645-50. Fluorescent PCR and multiplex ligation-dependent probe amplification products were separated by capillary electrophoresis in an AB3130 genetic analyzer and examined using PeakScaner (Thermo Fisher Scientific, Waltham, MA, USA) and Coffalyser.Net (MRC Holland) software, respectively. A total of 5% of these results were validated by quantitative PCR and direct sequencing, respectively. Precise genotypes of GSTs_CNVs were determined using previously published primers for duplex PCR.2929. Yuille M, Condie A, Hudson C, Kote-Jarai Z, Stone E, Eeles R, et al. Relationship between glutathione S-transferase M1, T1, and P1 polymorphisms and chronic lymphocytic leukemia. Blood. 2002;99:4216-8. The characteristics of included genetic variants can be found in Table S1, available as online-only supplementary material.

Statistical analysis

Statistical analysis was performed in R v4.0.2. Categorical variables are presented as numbers and frequencies, and continuous variables as mean values. Descriptive statistics are used for pharmacological and clinical data and alcohol/tobacco/coffee consumption. GSH levels were compared between patients and controls with parametric tests, while GPx activity was assessed with nonparametric tests. Allelic and genotypic frequencies were estimated and compared between groups with the chi-square test; Hardy-Weinberg’s equilibrium was tested for all variants in both groups. Differences in GSH levels and GPx activity for each genotype were analyzed in both groups separately; two-way analysis of variance (ANOVA) was also performed to find potential relationships between study group (patients or controls) and genotypes. Absolute levels, adjusted dose-corrected plasma concentrations (ng mL-1 per mg kg-1), and the metabolic ratio of clozapine were evaluated along with biochemical parameters for the studied genotypes using analysis of covariance. A comparison of the frequency of individuals carrying each genotype between groups was performed to include significant variants in a subsequent logistic regression analysis. The stepwise logistic regression included the mentioned variants, age, sex, GSH levels, and GPx activity. The best-fitted model was established by comparing the Hosmer-Lemershaw test and Akaike information criteria. Statistical significance was set at p < 0.05. To reduce the false discovery rate in our results, the p-values were corrected for multiple comparisons using the Benjamini-Hochberg procedure.3030. Benjamini Y, Hochberg Y. Controlling the false discovery rate: A practical and powerful approach to multiple testing. J R Stat Soc Series B Stat Methodol. 1995;57:289-300.

Ethics statement

This study was conducted in accordance with the declaration of Helsinki and was approved by the Institutional Review Board (National Institute of Neurology and Neurosurgery protocol_104/17). Written informed consent was obtained from all participants prior to enrollment.

Results

The participants’ demographic and biochemical data, as well as patients’ clinical characteristics and alcohol/tobacco/coffee consumption habits are shown in Table 1. The patients’ average daily clozapine dose was 184.90±128.36 mg (range: 10-700 mg) and their mean treatment length was 16.11±10.07 years (range: 2-49 years). The majority of patients were undergoing concomitant pharmacological treatment (85.30%) and showed symptom improvement according to CGI and PANSS scores at week 18 (reductions of 51.50% and nearly 30%, respectively). The patients’ average alcohol intake was 1-3 drinks per week and less than 10 cigarettes per day, which is considered light consumption of these substances.2222. McKee SA, Harrison EL, O’Malley SS, Krishnan-Sarin S, Shi J, Tetrault JM, et al. Varenicline reduces alcohol self-administration in heavy-drinking smokers. Biol Psychiatry. 2009;66:185-90. All controls and 63% of the patients were nonsmokers.

Table 1
Demographic, biochemical, and clinical characteristics of patients (n=75) and healthy controls (n=40)

Patients had lower plasma GSH levels (4.299 ± 1.835 vs. 5.758 ± 1.443 μmol/L; p = 1.49E-05) and higher GPx activity (189.45 ± 98.219 vs. 151.82 ± 44.585 μmol/μg; p = 0.034) than age- and sex-matched healthy controls (Table 1). The mean clozapine levels among patients at steady state were 167.69±192.31 ng mL-1 (range = 7.63-865.68 ng mL-1), 184.92±129.36 mg for daily clozapine dose, and 2.10 ± 1.09 (range = 0.33-5.66) for metabolic ratio.

The delta negative PANSS score (Δ = baseline – week 18) was negatively correlated with GPx activity (r = -0.584, p = 0.006) and GSH concentrations (r = -0.500, p = 0.012) (data not shown).

The allele and genotype frequencies of the studied genetic variants were calculated for both groups (Tables S2 and S3). Losses or gains in GSTP1 were not identified. All variants were in equilibrium according to Hardy-Weinberg’s law, except for GSTM1 gene deletion in the patient group (Table S2). Comparison of allele frequencies between patients and controls only showed a significant difference for the single nucleotide variant GCLC_rs761142 (Table 2).

Table 2
Comparison of allele frequencies of the included genetic variants between patients and controls

Analysis of GSH levels and GPx activity values by genotype revealed no differences among controls (Table S4), although some differences were observed in the patient group (Table 3). GSH concentrations were higher in carriers of GAG_7/9 repeats in GCLC and in carriers of four copies of GSTM1. These results remained significant after adjusting for false discovery rate and were confirmed with Tukey test (Table S5). Among patients, differences in GPx activity were observed according to genotypes of GCLC_rs761142 variant and CNV of GSTM1 with the Kruskal-Wallis test (Table 3). The CNV differences in GSTM1 genotypes were confirmed by false discovery rate correction, showing that homozygous and heterozygous carriers of GSTM1_del (0-1 CNV) have similar GPx activity (Table S6). However, the association with the GCLC_rs761142 variant did not persist after false discovery rate correction (Table 3 and Table S6). Regarding clinical variables, only the delta values of positive and total PANSS score were associated with GSTM1-CNV (p = 0.010 and p = 0.029, respectively) (data not shown).

Table 3
Plasma GSH concentrations and GPx activity values stratified by genotype in the group of patients

Two-way ANOVA was performed between groups and genotypes for GSH concentrations and GPx activity. Major differences were observed within and between groups in GSH concentrations, mainly for the genotypes of (GAG)n repeats in the 5′UTR-GCLC (Figures S1 and S2, available as online-only supplementary material). A comparison of the frequencies of the genotypes carried by the individuals in both groups was performed to identify genetic variants and the main differences between them (Table S7). Then, using these results, significant variants were included in a stepwise logarithmic model. The proposed model included GSH concentrations, GPx activity, and sex to get the best-fitted model (Table 4). According to this model, GSH concentration was negatively associated with psychosis (odds ratio [OR] = 0.663, p = 1.00E-04) and the GAG-7/9 GCLC genotype (OR = 4.291, p = 0.021), and both heterozygous and homozygous GCLC_rs761142 genotypes (OR = 5.888, p = 0.002 and OR = 6.090, p = 0.003, respectively) could be additional risk factors for psychosis. Finally, according to the model, GPx activity could also minimally contribute to psychosis (OR = 1.004, p = 8.00E-04).

Table 4
Stepwise logarithmic model

Based on these results, the GCLC-STR and the GCLC-rs761142 genotypes were grouped according to the risk they represent (7/7-7/8 vs. 7/9-9/9, and AA vs. AC-CC) and were then combined to obtain a multilocus genotype. Using these genotype combinations and the assembled groups, the two-way ANOVA was replicated for both GSH levels and GPx activity values (Figure S3). GSH levels showed significant differences between groups for the 7/7.7/8-AC.CC multilocus genotype (p = 1.73E-03).

The frequency of each multilocus genotype was compared between groups to explore its influence on psychosis risk (Table S8). The GCLC_rs761142 variant and the AC-CC multilocus genotype had the highest OR (7/9-9/9 and AC-CC: OR = 10.00, p = 0.003 [adjusted p = 0.0009]).

When the stepwise logarithmic model was replicated using these multilocus genotypes, the significance was lost; only the GSH and GPx values remained associated with psychosis risk (Table S9). GSH levels and GPx activity were compared among patients according to their clinical diagnosis (Figure S4), showing that GSH levels were different between patients with SD and IIP (ANOVA test p = 0.014; Tukey’s test p = 0.007) (Table S10).

Analysis of clozapine levels, adjusted dose-corrected plasma concentrations, and metabolic ratios showed no significant association with the analyzed genetic variants (Table S11).

Discussion

To the best of our knowledge, this is the first report of biochemical and genetic oxidative markers in Mexican patients with refractory psychosis on clozapine monotherapy. We found that GCLC_(GAG)n and rs761142 variants were associated with PD risk, which is clinically relevant. A previous Latin-American study on treatment-resistant SZ patients treated with clozapine analyzed CNVs of GSTT1 and GSTM1,3131. Pinheiro DS, Santos R, Brito RB, Cruz A, Ghedini PC, Reis A. GSTM1/GSTT1 double-null genotype increases risk of treatment-resistant schizophrenia: A genetic association study in Brazilian patients. PLoS One. 2017;12:e0183812. and four additional studies assessed GSH levels and certain markers of oxidative stress in treatment-resistant SZ patients.3232. Buosi P, Borghi FA, Lopes AM, Facincani I, Fernandes-Ferreira R, Oliveira-Brancati C. Oxidative stress biomarkers in treatment-responsive and treatment-resistant schizophrenia patients. Trends Psychiatry Psychother. 2021;43:278-85.

33. Iwata Y, Nakajima S, Plitman E, Truong P, Bani-Fatemi A, Caravaggio F, et al. Glutathione levels and glutathione-glutamate correlation in patients with treatment-resistant schizophrenia. Schizophr Bull Open. 2021;2:sgab006.

34. Berry T, Abohamza E, Moustafa AA. Treatment-resistant schizophrenia: focus on the transsulfuration pathway. Rev Neurosci. 2020;31:219-32.
-3535. Dietrich-Muszalska A, Kolodziejczyk-Czepas J, Nowak P. Comparative study of the effects of atypical antipsychotic drugs on plasma and urine biomarkers of oxidative stress in schizophrenic patients. Neuropsychiatr Dis Treat. 2021;17:555-65. Although these studies have similar sample sizes to ours, they only included treatment-resistant patients.

Herein, we confirmed significantly lower plasma GSH levels in patients with PD than in controls, as has been previously reported in peripheral blood, cerebrospinal fluid, and brain tissue.1111. Do KQ, Trabesinger AH, Kirsten-Krüger M, Lauer CJ, Dydak U, Hell D, et al. Schizophrenia: glutathione deficit in cerebrospinal fluid and prefrontal cortex in vivo. Eur J Neurosci. 2000;12:3721-8.,1616. Xin L, Mekle R, Fournier M, Baumann PS, Ferrari C, Alameda L, et al. Genetic polymorphism associated prefrontal glutathione and its coupling with brain glutamate and peripheral redox status in early psychosis. Schizophr Bull. 2016;42:1185-96.,1818. Gysin R, Kraftsik R, Sandell J, Bovet P, Chappuis C, Conus P, et al. Impaired glutathione synthesis in schizophrenia: convergent genetic and functional evidence. Proc Natl Acad Sci USA. 2007;104:16621-6.,3636. Altuntas I, Aksoy H, Coskun I, Cayköylü A, Akçay F. Erythrocyte superoxide dismutase and glutathione peroxidase activities, and malondialdehyde and reduced glutathione levels in schizophrenic patients. Clin Chem Lab Med. 2000;38:1277-81.

37. Ballesteros A, Summerfelt A, Du X, Jiang P, Chiappelli J, Tagamets M, et al. Electrophysiological intermediate biomarkers for oxidative stress in schizophrenia. Clin Neurophysiol. 2013;124:2209-15.

38. Ballesteros A, Jiang P, Summerfelt A, Du X, Chiappelli J, O'Donnell P, et al. No evidence of exogenous origin for the abnormal glutathione redox state in schizophrenia. Schizophr Res. 2013;146:184-9.

39. Dadheech G, Mishra S, Gautam S, Sharma P. Oxidative stress, α-tocopherol, ascorbic acid and reduced glutathione status in schizophrenics. Indian J Clin Biochem. 2006;21:34-8.

40. Koga M, Serritella AV, Sawa A, Sedlak TW. Implications for reactive oxygen species in schizophrenia pathogenesis. Schizophr Res. 2016;176:52-71.
-4141. Matsuzawa D, Obata T, Shirayama Y, Nonaka H, Kanazawa Y, Yoshitome E, et al. Negative correlation between brain glutathione level and negative symptoms in schizophrenia: a 3T 1H-MRS study. PLoS One. 2008;3:e1944. However, we also found higher GPx activity in patients than controls. Although it is difficult to make a connection between plasma GSH values and GPx activity and use it to elucidate brain response, it has been proposed that high GPx activity may be a peripheral marker of low brain GSH levels.1616. Xin L, Mekle R, Fournier M, Baumann PS, Ferrari C, Alameda L, et al. Genetic polymorphism associated prefrontal glutathione and its coupling with brain glutamate and peripheral redox status in early psychosis. Schizophr Bull. 2016;42:1185-96. What is clear is that the antioxidant defense system of PD patients is under oxidative stress. GPx activity in patients with psychosis has shown inconsistent results; some studies and one meta-analysis found no significant differences between GPx levels and other oxidative markers in patients with SZ or early-onset first episode psychosis and controls.4242. Fraguas D, Díaz-Caneja CM, Rodríguez-Quiroga A, Arango C. Oxidative stress and inflammation in early onset first episode psychosis: a systematic review and meta-analysis. Int J Neuropsychopharmacol. 2017;20:435-44.

43. Fraguas D, Díaz-Caneja CM, Ayora M, Hernández-Álvarez F, Rodríguez-Quiroga A, Recio S, et al. Oxidative stress and inflammation in first-episode psychosis: a systematic review and meta-analysis. Schizophr Bull. 2019;45:742-51.
-4444. Zhang M, Zhao Z, He L, Wan C. A meta-analysis of oxidative stress markers in schizophrenia. Sci China Life Sci. 2010;53:112-24. Three meta-analyses have found lower GPx activity in patients with SZ than controls, which was related to disease chronicity4545. Flatow J, Buckley P, Miller BJ. Meta-analysis of oxidative stress in schizophrenia. Biol Psychiatry. 2013;74:400-9. and had a moderate effect size.4646. Tsugawa S, Noda Y, Tarumi R, Mimura Y, Yoshida K, Iwata Y, et al. Glutathione levels and activities of glutathione metabolism enzymes in patients with schizophrenia: A systematic review and meta-analysis. J Psychopharmacol. 2019;33:1199-214.,4747. Goh XX, Tang PY, Tee SF. Effects of antipsychotics on antioxidant defence system in patients with schizophrenia: A meta-analysis. Psychiatry Res. 2022;309:114429. Finally, higher GPx activity has also been found in patients with early onset first psychotic episodes, as well as in patients with SZ and BD, than controls.1212. Raffa M, Atig F, Mhalla A, Kerkeni A, Mechri A. Decreased glutathione levels and impaired antioxidant enzyme activities in drug-naive first-episode schizophrenic patients. BMC Psychiatry. 2011;11:124.,1313. Micó JA, Rojas-Corrales MO, Gibert-Rahola J, Parellada M, Moreno D, Fraguas D, et al. Reduced antioxidant defense in early onset first-episode psychosis: a case-control study. BMC Psychiatry. 2011;11:26.,4848. Yao JK, Reddy RD, van Kammen DP. Human plasma glutathione peroxidase and symptom severity in schizophrenia. Biol Psychiatry. 1999;45:1512-5. Interestingly, one study found that the GPx activity of risperidone-responsive female SZ patients was higher than that of nonresponders, acting as a potential predictor of risperidone response.4949. Liu H, Liu H,J iang S, Su L, Lu Y, Chen Z, et al. Sex-specific association between antioxidant defense system and therapeutic response to risperidone in schizophrenia: a prospective longitudinal study. Curr Neuropharmacol. 2022;20:1793-803. It is known that antioxidant status is more impaired in drug-free patients than medicated patients, indicating that antipsychotics may differentially improve antioxidant defense systems.4747. Goh XX, Tang PY, Tee SF. Effects of antipsychotics on antioxidant defence system in patients with schizophrenia: A meta-analysis. Psychiatry Res. 2022;309:114429. Our patients were taking clozapine as antipsychotic monotherapy. It has been shown that clozapine protects neuron-like rat pheochromocytoma cells from death due to oxidative stress induced by H2O2 via a cell-type specific mechanism involving inhibition of extracellular signal-regulated kinase phosphorylation.5050. Magliaro BC, Saldanha CJ. Clozapine protects PC-12 cells from death due to oxidative stress induced by hydrogen peroxide via a cell-type specific mechanism involving inhibition of extracellular signal-regulated kinase phosphorylation. Brain Res. 2009;1283:14-24. In addition, a comparative study of the effects of six atypical antipsychotics, including clozapine, on markers of oxidative stress in patients with SZ suggested beneficial antioxidative action by reducing lipid peroxidation and increasing total plasma antioxidant activity.3535. Dietrich-Muszalska A, Kolodziejczyk-Czepas J, Nowak P. Comparative study of the effects of atypical antipsychotic drugs on plasma and urine biomarkers of oxidative stress in schizophrenic patients. Neuropsychiatr Dis Treat. 2021;17:555-65. Moreover, postmortem brain studies of patients with SZ or BD using microarray technologies have identified GCLM as a differentially expressed gene, upregulated in clozapine-treated patients compared to those treated with other atypical antipsychotics. GCLM encodes the glutamate-cysteine ligase modifier, a key enzyme in GSH synthesis.5151. Lee BJ, Marchionni L, Andrews CE, Norris AL, Nucifora LG, Wu YC, et al. Analysis of differential gene expression mediated by clozapine in human postmortem brains. Schizophr Res. 2017;185:58-66. It has also been reported that clozapine upregulates GPx-1 and Nrf2-dependent synthetic GSH systems in mice.5252. Tran TV, Shin EJ, Jeong JH, Lee JW, Lee Y, Jang CG, et al. Protective potential of the glutathione peroxidase-1 gene in abnormal behaviors induced by phencyclidine in mice. Mol Neurobiol. 2017;54:7042-62. Collectively, these studies suggest that GCLM upregulation could be induced by clozapine, causing the observed increase in GPx activity, although this must be proven. Of note, GPx activity and GSH levels were higher in patients with lower negative PANSS delta values. Alternatively, increased GPx antioxidant activity may reflect prior cellular oxidative stress or serve as a compensatory mechanism in patients with PD.1212. Raffa M, Atig F, Mhalla A, Kerkeni A, Mechri A. Decreased glutathione levels and impaired antioxidant enzyme activities in drug-naive first-episode schizophrenic patients. BMC Psychiatry. 2011;11:124. One study included a subgroup of patients with temporal lobe epilepsy and IIP, who were characterized by increased oxidative stress toxicity and lower antioxidant defenses.55. Maes M, Supasitthumrong T, Limotai C, Michelin AP, Matsumoto AK, Semão LO, et al. Increased oxidative stress toxicity and lowered antioxidant defenses in temporal lobe epilepsy and mesial temporal sclerosis: associations with psychiatric comorbidities. Mol Neurobiol. 2020;57:3334-48. In the present study, GSH levels were higher in patients with IIP than those with SD (p = 0.014) (Table S9), suggesting that the oxidative pathophysiology of IIP differs from the oxidative stress profile observed in SD. Further studies with larger samples should explore this.

Our study hypothesis, that some variants of genes involved in GSH metabolism may influence the risk of psychosis and oxidative stress profile of clozapine-treated patients, was confirmed for two GCLC variants in this sample of Mexican patients with PD (Figure 1).

The intronic single nucleotide variant GCLC_rs761142 was more frequent in patients than controls (p = 0.005) (Table 2). This variant has been associated with lower GCLC mRNA expression, deficient elimination of neurotoxicants,5353. Wahlberg K, Love TM, Pineda D, Engström K, Watson GE, Thurston SW, et al. Maternal polymorphisms in glutathione-related genes are associated with maternal mercury concentrations and early child neurodevelopment in a population with a fish-rich diet. Environ Int. 2018;115:142-9. and sulfamethoxazole-induced hypersensitivity in patients with human immunodeficiency virus/acquired immune deficiency syndrome.5454. Wang D, Curtis A, Papp AC, Koletar SL, Para MF. Polymorphism in glutamate cysteine ligase catalytic subunit (GCLC) is associated with sulfamethoxazole-induced hypersensitivity in HIV/AIDS patients. BMC Med Genomics. 2012;5:32.GCLC encodes the glutamate-cysteine ligase catalytic subunit, a rate-limiting enzyme involved in GSH biosynthesis. The GAG repeat variant in the 5’ untranslated region of GCLC has also been linked to decreased GSH production2828. Nichenametla SN, Ellison I, Calcagnotto A, Lazarus P, Muscat JE, Richie Jr JP. Functional significance of the GAG trinucleotide-repeat polymorphism in the gene for the catalytic subunit of gamma-glutamylcysteine ligase. Free Radic Biol Med. 2008;45:645-50. and has been associated with SZ risk.1616. Xin L, Mekle R, Fournier M, Baumann PS, Ferrari C, Alameda L, et al. Genetic polymorphism associated prefrontal glutathione and its coupling with brain glutamate and peripheral redox status in early psychosis. Schizophr Bull. 2016;42:1185-96.,1818. Gysin R, Kraftsik R, Sandell J, Bovet P, Chappuis C, Conus P, et al. Impaired glutathione synthesis in schizophrenia: convergent genetic and functional evidence. Proc Natl Acad Sci USA. 2007;104:16621-6. Thus, individuals with high-risk GCLC genotypes (7/8, 8/8, 8/9, and 9/9 GAG repeats) have shown lower GSH levels in the pregenual anterior cingulate cortex regardless of illness condition.1818. Gysin R, Kraftsik R, Sandell J, Bovet P, Chappuis C, Conus P, et al. Impaired glutathione synthesis in schizophrenia: convergent genetic and functional evidence. Proc Natl Acad Sci USA. 2007;104:16621-6. In the present study, GSH concentrations were only higher in patients with the low-risk GCLC genotype (GAG-7/9 repeats) or carriers of four copies of GSTM1 (Table 3 and Table S4), which agrees with previous reports.5555. Nichenametla SN, Lazarus P, Richie Jr JP. A GAG trinucleotide-repeat polymorphism in the gene for glutathione biosynthetic enzyme, GCLC, affects gene expression through translation. FASEB J. 2011;25:2180-7.,5656. Gravina P, Spoletini I, Masini S, Valentini A, Vanni D, Paladini E, et al. Genetic polymorphisms of glutathione S-transferases GSTM1, GSTT1, GSTP1 and GSTA1 as risk factors for schizophrenia. Psychiatry Res. 2011;187:454-6. An association between the GCLC genotype GAG-7/9 and higher GSH levels was not observed in the healthy control group. All of our patients were responsive to clozapine, and a potential link between clozapine response and GCLC genotype has been proposed.3333. Iwata Y, Nakajima S, Plitman E, Truong P, Bani-Fatemi A, Caravaggio F, et al. Glutathione levels and glutathione-glutamate correlation in patients with treatment-resistant schizophrenia. Schizophr Bull Open. 2021;2:sgab006. However, there was no significant association between genetic variants and clozapine levels, clozapine adjusted dose-corrected plasma concentrations, or metabolic ratios (Table S11). Future studies in larger samples should confirm our results.

On the other hand, some studies have reported that the nonfunctional or null alleles of GSTs, as well as the single nucleotide variant of GSTP1-rs1695; p.Ile105Val, which affects its enzyme activity, are related to higher susceptibility to treatment-resistant SZ.3131. Pinheiro DS, Santos R, Brito RB, Cruz A, Ghedini PC, Reis A. GSTM1/GSTT1 double-null genotype increases risk of treatment-resistant schizophrenia: A genetic association study in Brazilian patients. PLoS One. 2017;12:e0183812.,5757. Yan C, Duan L, Fu C, Tian C, Zhang B, Shao X, et al. Association between glutathione s-transferase (GST) polymorphisms and schizophrenia in a chinese han population. Neuropsychiatr Dis Treat. 2020;16:479-87.,5858. Gao H, Liu C, Song S, Zhang C, Ma Q,Li X, et al. GPX1 Pro198Leu polymorphism and GSTP1 Ile105Val polymorphisms are not associated with the risk of schizophrenia in the Chinese Han population. Neuroreport. 2017;28:969-72. GST enzymes play relevant roles in protecting cells against oxidative stress, catalyzing the conjugation of reduced GSH in a wide variety of substrates.5959. Kang SG, Lee HJ, Choi JE, An H, Rhee M, Kim L. Association study between glutathione S-transferase GST-M1, GST-T1, and GST-P1 polymorphisms and tardive dyskinesia. Hum Psychopharmacol. 2009;24:55-60. In line with this, differences in GPx activity were detected after comparing the GCLC_rs761142 and GSTM1_CNV genotypes (Table 4). Regarding CNV in GSTs, only GSTM1_CNV was positively correlated with GSH levels and GPx activity: the higher the number of copies, the higher the values of both factors. In addition, higher GSTM1-CNV expression was associated with better response to clozapine, according to PANSS delta values. The GSTM1 results are also controversial. For instance, combined analysis of CNV in GSTM1 and GSTT has shown a significant association between nonnull genotypes at both loci and an additive effect for increased vulnerability to SZ in Spanish patients.6060. Rodríguez-Santiago B, Brunet A, Sobrino B, Serra-Juhé C, Flores R, Armengol L, et al. Association of common copy number variants at the glutathione S-transferase genes and rare novel genomic changes with schizophrenia. Mol Psychiatry. 2010;15:1023-33. However, the same combinations of null alleles were associated in Tunisian and Iranian patients with BD,6161. Mohammadynejad P, Saadat I, Ghanizadeh A, Saadat M. Bipolar disorder and polymorphisms of glutathione S-transferases M1 (GSTM1) and T1 (GSTT1). Psychiatry Res. 2011;186:144-6.,6262. Chbili C, Elouaer A, Fathallah N, Nouira M, Jrad BB, Gaha L, et al. Effects of glutathione S-transferase M1 andT1 deletions on bipolar disorder risk among a Tunisian population. Gene. 2017;607:31-3. and the GSTM1-null genotype has been independently associated with the risk of early-onset mental disorders in Serbian patients.1717. Pejovic-Milovancevic MM, Mandic-Maravic VD, Coric VM, Mitkovic-Voncina MM, Kostic MV,Savic-Radojevic AR, et al. Glutathione s-transferase deletion polymorphisms in early-onset psychotic and bipolar disorders: a case-control study. Lab Med. 2016;47:195-204. Subsequently, a case-control study and a meta-analysis failed to find a significant association between the null genotype of GSTM1 and SZ in a Japanese sample.6363. Watanabe Y, Nunokawa A, Kaneko N, Someya T. A case-control study and meta-analysis of association between a common copy number variation of the glutathione S-transferase mu 1 (GSTM1) gene and schizophrenia. Schizophr Res. 2010;124:236-7. These discrepancies may be due to ethnic differences in genotypic distribution of GSTs-CNVs.6464. Ye Z, Song H, Higgins JP, Pharoah P, Danesh J. Five glutathione s-transferase gene variants in 23,452 cases of lung cancer and 30,397 controls: meta-analysis of 130 studies. PLoS Med. 2006;3:e91.

The contradictory results for oxidative stress markers may be explained by sample sizes, ethnicity, methodological differences, and the inclusion of confounding variables. In this context, some limitations of our study include its small sample size, the fact that several confounding variables were not controlled for, the lack of a group of nonresponders or patients treated with a different antipsychotic, and that genetic variants and activities of other antioxidant enzymes were excluded (e.g., superoxide dismutase, nitric oxide synthase, or catalase).

Of note, one study reported that patients with SZ who were taking clozapine had higher plasma GSH levels than those taking risperidone.6565. Hendouei N, Farnia S, Mohseni F, Salehi A, Bagheri M, Shadfar F, et al. Alterations in oxidative stress markers and its correlation with clinical findings in schizophrenic patients consuming perphenazine, clozapine and risperidone. Biomed Pharmacother. 2018;103:965-72. We did not include a patient group who took different antipsychotics to confirm this finding. Nevertheless, we believe that our results are important for future studies and are clinically relevant.

Overall, the genetic variants of GCLC analyzed in this study were associated with the oxidative stress profile of patients with refractory psychosis, which confirms our study hypothesis. Clinicians should be aware of GSH concentrations/GPx activity and GCLC genotype to classify patients with PD, allowing opportunities for interventions that could improve their antioxidant defenses.

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Publication Dates

  • Publication in this collection
    12 May 2023
  • Date of issue
    Mar-Apr 2023

History

  • Received
    16 July 2022
  • Accepted
    27 Sept 2022
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