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Deciphering genetic causes for sex differences in human health through drug metabolism and transporter genes. Nat Commun 2023; 14:175. [PMID: 36635277 PMCID: PMC9837057 DOI: 10.1038/s41467-023-35808-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Accepted: 01/03/2023] [Indexed: 01/14/2023] Open
Abstract
Sex differences have been widely observed in human health. However, little is known about the underlying mechanism behind these observed sex differences. We hypothesize that sex-differentiated genetic effects are contributors of these phenotypic differences. Focusing on a collection of drug metabolism enzymes and transporters (DMET) genes, we discover sex-differentiated genetic regulatory mechanisms between these genes and human complex traits. Here, we show that sex-differentiated genetic effects were present at genome-level and at DMET gene regions for many human complex traits. These sex-differentiated regulatory mechanisms are reflected in the levels of gene expression and endogenous serum biomarkers. Through Mendelian Randomization analysis, we identify putative sex-differentiated causal effects in each sex separately. Furthermore, we identify and validate sex differential gene expression of a subset of DMET genes in human liver samples. We observe higher protein abundance and enzyme activity of CYP1A2 in male-derived liver microsomes, which leads to higher level of an active metabolite formation of clozapine, a commonly prescribed antipsychotic drug. Taken together, our results demonstrate the presence of sex-differentiated genetic effects on DMET gene regulation, which manifest in various phenotypic traits including disease risks and drug responses.
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Martini F, Spangaro M, Buonocore M, Bechi M, Cocchi F, Guglielmino C, Bianchi L, Sapienza J, Agostoni G, Mastromatteo A, Bosia M, Cavallaro R. Clozapine tolerability in Treatment Resistant Schizophrenia: exploring the role of sex. Psychiatry Res 2021; 297:113698. [PMID: 33440269 DOI: 10.1016/j.psychres.2020.113698] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Accepted: 12/28/2020] [Indexed: 12/20/2022]
Abstract
Clozapine is the only evidence-based drug indicated for Treatment Resistant Schizophrenia but it is largely underprescribed, partially due to its life-threatening adverse effects (AEs). However, clozapine treatment is burdened by other common AEs as constipation, hypersalivation, postural hypotension, tachycardia and metabolic abnormalities. Few studies have investigated sex-related differences in clozapine's tolerability, reporting women to experience more frequently weight gain, hyperglycemia and constipation, while men hypertension and dyslipidemia. Based on these premises, we investigated clinical, psychopathological and metabolic sex-related differences among 147 treatment-resistant patients treated with clozapine, with a specific focus on non-life-threatening AEs. We observed significant higher prevalence of tachycardia in men, and of orthostatic hypotension and constipation in women. Concerning metabolic alterations, we observed significant lower levels of HDL-cholesterol and higher prevalence of hypertriglyceridemia among men, whereas females showed higher prevalence of abdominal obesity. Consistently with previous studies, our data confirm the presence of sex-related differences in clozapine tolerability, with a main effect of sex especially for tachycardia, postural hypotension and constipation. Although non-life-threatening, these common AEs significantly affect patients' quality of life, undermine compliance and cause treatment discontinuation. A better understanding of this topic could contribute to tailor therapeutic approaches, thus improving tolerability, compliance and clinical stability.
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Affiliation(s)
- Francesca Martini
- Department of Clinical Neurosciences, IRCCS San Raffaele Scientific Institute, Milan, Italy.
| | - Marco Spangaro
- Department of Clinical Neurosciences, IRCCS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy
| | - Mariachiara Buonocore
- Department of Clinical Neurosciences, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Margherita Bechi
- Department of Clinical Neurosciences, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Federica Cocchi
- Department of Clinical Neurosciences, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Carmelo Guglielmino
- Department of Clinical Neurosciences, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Laura Bianchi
- Department of Clinical Neurosciences, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | | | | | - Antonella Mastromatteo
- Department of Clinical Neurosciences, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Marta Bosia
- Department of Clinical Neurosciences, IRCCS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy
| | - Roberto Cavallaro
- Department of Clinical Neurosciences, IRCCS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy
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Is Antipsychotic Treatment Associated With Risk of Pneumonia in People With Serious Mental Illness?: The Roles of Severity of Psychiatric Symptoms and Global Functioning. J Clin Psychopharmacol 2020; 39:434-440. [PMID: 31425461 DOI: 10.1097/jcp.0000000000001090] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
BACKGROUND Most pneumonia-related researches in people with severe mental illness were based on insurance claims data. This study aimed for a comprehensive analysis of factors potentially associated with risk of pneumonia in psychiatric inpatients. METHODS Inpatients at a large psychiatric hospital diagnosed with pneumonia during the course of hospitalization were enrolled as cases. Controls were matched by ward and date. The diagnosis of pneumonia was confirmed by physicians based on clinical features, chest radiographs, and blood tests. A stepwise conditional logistic regression model was used to identify potential risk factors for pneumonia. RESULTS Seventy-five pneumonia cases and 436 matched controls were enrolled. Conditional logistic regression revealed 3 variables significantly associated with an increased risk of pneumonia: a higher score on the Clinical Global Impression-Severity scale (adjusted odds ratio [aOR], 3.7; 95% confidence interval [CI]. 1.5-9.1), a higher score on the Charlson comorbidity index (aOR, 2.2; 95% CI, 1.5-3.2), and a longer duration of antipsychotic treatment (aOR, 1.0; 95% CI, 1.0-1.0). Two variables were significantly associated with a decreased risk of pneumonia: a higher score on the Global Assessment of Functioning scale (aOR, 0.9; 95% CI, 0.8-0.9) and an older age of onset (aOR, 0.9; 95% CI, 0.9-1.0). After adjusting for potential confounders, use of antipsychotic or other psychotropic medications was not found to be a significant risk factor for pneumonia. CONCLUSIONS Physical comorbidities, long duration of antipsychotic treatment, early onset, severe psychiatric symptoms, and poor global functioning are associated with pneumonia in people with serious mental illness.
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Abstract
We aimed to evaluate the association between sex and hospitalization characteristics in psychotic disorders. We identified all acute hospitalizations, between 2010 and 2013, for psychotic disorders in patients younger than 45 and older than 55 years (n = 5411) in the hospital's database. In addition, we identified patients who were prescribed with intramuscular risperidone (n = 280) or clozapine (n = 192) at discharge. The results showed that women younger than 45 years had lower proportions of hospitalizations (33.52% vs. 66.47%) and involuntary hospitalizations (33.85% vs. 45.55%) than did men in the same age group. Women older than 55 years had higher proportions of hospitalizations (57.22% vs. 42.77%) and similar proportion of involuntary hospitalizations. Women younger than 45 years were prescribed similar doses of intramuscular risperidone and lower doses of clozapine (345.8 vs. 380.2 mg) and women older than 55 years were prescribed higher doses of intramuscular risperidone (44.8 vs. 34.4 mg/2 weeks) and clozapine (164.32 vs. 154.5 mg) than were men in the same age group. Women in the reproductive years have better hospitalization characteristics than do men on these measures.
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Kohlrausch FB, Severino-Gama C, Lobato MI, Belmonte-de-Abreu P, Carracedo A, Hutz MH. The CYP1A2 -163C>A polymorphism is associated with clozapine-induced generalized tonic-clonic seizures in Brazilian schizophrenia patients. Psychiatry Res 2013; 209:242-5. [PMID: 23601795 DOI: 10.1016/j.psychres.2013.02.030] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2012] [Revised: 02/04/2013] [Accepted: 02/21/2013] [Indexed: 11/26/2022]
Abstract
We evaluated two polymorphisms at CYP1A2 (*1C and *1F) in a sample of 108 European-derived patients with schizophrenia and their influence on the pro-convulsive effect of clozapine. We found the *1F/*1F genotype to be significantly associated with seizures, and no relationship was observed with combinations of *1F and *1C alleles.
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Abstract
Data on the specific effects of sex on pharmacokinetics, as well as tolerability, safety, and efficacy of psychotropic medications are still meager, mainly because only recently sex-related issues have attracted a certain degree of interest within the pharmacological domain. Therefore, with the present study, we aimed to provide a comprehensive review of the literature on this topic, through careful MEDLINE and PubMed searches of the years 1990-2012. Generally, data on pharmacokinetics are more consistent and numerous than those on pharmacodynamics. Sex-related differences have been reported for several parameters that influence pharmacokinetics, such as gastric acidity, intestinal motility, body weight and composition, blood volume, liver enzymes (mainly the cytochrome P450), or renal excretion, which may alter plasma drug levels. Sex-related peculiarities may also account for a different sensitivity of men and women to side effects and toxicity of psychotropic drugs. Further, some differences in drug response, mainly to antipsychotics and antidepressants, have been described. Further studies are, however, necessary to explore more thoroughly the impact of sex on the pharmacokinetics and pharmacodynamics of psychotropic drugs, in order to reach the most appropriate and tailored prescription for each patient.
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Abstract
The response to a psychotropic medication reflects characteristics of both the medication and the substrate, ie, the individual receiving the medication. Sex is an individual characteristic that influences all elements of the pharmacokinetic process - absorption, distribution, metabolism, and elimination. The effects of sex on these components of the pharmacokinetic process often counterbalance one another to yield minimal or varying sexual differences in blood levels achieved. However, sex also appears to influence pharmacodynamics, the tissue response to a given level of medication. Consideration by the practitioner of sex as a possible contributing factor to treatment nonresponse will enhance the efficacy and precision of clinical interventions.
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Affiliation(s)
- David R Rubinow
- Behavioral Endocrinology Branch, National Institute of Mental Health, National Institutes of Health, Department of Health and Human Services, Bethesda, Md, USA
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Carrasco-Portugal MDC, Flores-Murrieta FJ. Gender Differences in the Pharmacokinetics of Oral Drugs. ACTA ACUST UNITED AC 2011. [DOI: 10.4236/pp.2011.21004] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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Tang YL, Mao P, Li FM, Li W, Chen Q, Jiang F, Cai ZJ, Mitchell PB. Gender, age, smoking behaviour and plasma clozapine concentrations in 193 Chinese inpatients with schizophrenia. Br J Clin Pharmacol 2007; 64:49-56. [PMID: 17298477 PMCID: PMC2000616 DOI: 10.1111/j.1365-2125.2007.02852.x] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2006] [Accepted: 11/11/2006] [Indexed: 11/28/2022] Open
Abstract
AIM To study the relationship between age, gender, cigarette smoking and plasma concentrations of clozapine (CLZ) and its metabolite, norclozapine (NCLZ) in Chinese patients with schizophrenia. METHODS Data from a therapeutic drug monitoring programme were analysed retrospectively. One hundred and ninety-three Chinese inpatients with schizophrenia were assessed using clinical data forms. Steady-state plasma concentrations of CLZ and NCLZ were assayed using high-performance liquid chromatography. Comparisons of dosage and plasma CLZ concentrations were undertaken between males (n = 116) and females (n = 77), younger (40 years, n = 111) and current male smokers (n = 50) and nonsmokers (n = 66). RESULTS (i) Plasma CLZ concentrations demonstrated large interindividual variability, up to eightfold at a given dose; (ii) there were significant effects of gender on plasma CLZ concentrations (relative to dose per kg of body weight) with female patients having significantly higher concentrations than males (30.09 +/- 24.86 vs. 19.87 +/- 3.55 ng ml(-1) mg(-1) day(-1) kg(-1); P < 0.001); (iii) there were no significant differences in plasma CLZ concentrations between those patients 40 years; and (iv) there were no significant differences in plasma CLZ concentrations between male smokers and nonsmokers, despite the CLZ dosage for smokers being significantly higher. CONCLUSIONS Plasma CLZ concentrations vary up to eightfold in Chinese patients. Among the patient-related factors investigated, only gender was significant in affecting CLZ concentrations in Chinese patients with schizophrenia, with female patients having higher levels.
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Affiliation(s)
- Yi-lang Tang
- Beijing Anding Hospital, Capital University of Medical Sciences, Beijing, China.
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Mauri MC, Volonteri LS, Colasanti A, Fiorentini A, De Gaspari IF, Bareggi SR. Clinical Pharmacokinetics of Atypical Antipsychotics. Clin Pharmacokinet 2007; 46:359-88. [PMID: 17465637 DOI: 10.2165/00003088-200746050-00001] [Citation(s) in RCA: 172] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
In the past, the information about the dose-clinical effectiveness of typical antipsychotics was not complete and this led to the risk of extrapyramidal adverse effects. This, together with the intention of improving patients' quality of life and therapeutic compliance, resulted in the development of atypical or second-generation antipsychotics (SGAs). This review will concentrate on the pharmacokinetics and metabolism of clozapine, risperidone, olanzapine, quetiapine, amisulpride, ziprasidone, aripiprazole and sertindole, and will discuss the main aspects of their pharmacodynamics. In psychopharmacology, therapeutic drug monitoring studies have generally concentrated on controlling compliance and avoiding adverse effects by keeping long-term exposure to the minimal effective blood concentration. The rationale for using therapeutic drug monitoring in relation to SGAs is still a matter of debate, but there is growing evidence that it can improve efficacy, especially when patients do not respond to therapeutic doses or when they develop adverse effects. Here, we review the literature concerning the relationships between plasma concentrations of SGAs and clinical responses by dividing the studies on the basis of the length of their observation periods. Studies with clozapine evidenced a positive relationship between plasma concentrations and clinical response, with a threshold of 350-420 ng/mL associated with good clinical response. The usefulness of therapeutic drug monitoring is well established because high plasma concentrations of clozapine can increase the risk of epileptic seizures. Plasma clozapine concentrations seem to be influenced by many factors such as altered cytochrome P450 1A4 activity, age, sex and smoking. The pharmacological effects of risperidone depend on the sum of the plasma concentrations of risperidone and its 9-hydroxyrisperidone metabolite, so monitoring the plasma concentrations of the parent compound alone can lead to erroneous interpretations. Despite a large variability in plasma drug concentrations, the lack of studies using fixed dosages, and discrepancies in the results, it seems that monitoring the plasma concentrations of the active moiety may be useful. However, no therapeutic plasma concentration range for risperidone has yet been clearly established. A plasma threshold concentration for parkinsonian side effects has been found to be 74 ng/mL. Moreover, therapeutic drug monitoring may be particularly useful in the switch between the oral and the long-acting injectable form. The reviewed studies on olanzapine strongly indicate a relationship between clinical outcomes and plasma concentrations. Olanzapine therapeutic drug monitoring can be considered very useful in assessing therapeutic efficacy and controlling adverse events. A therapeutic range of 20-50 ng/mL has been found. There is little evidence in favour of the existence of a relationship between plasma quetiapine concentrations and clinical responses, and an optimal therapeutic range has not been identified. Positron emission tomography studies of receptor blockade indicated a discrepancy between the time course of receptor occupancy and plasma quetiapine concentrations. The value of quetiapine plasma concentration monitoring in clinical practice is still controversial. Preliminary data suggested that a therapeutic plasma amisulpride concentration of 367 ng/mL was associated with clinical improvement. A therapeutic range of 100-400 ng/mL is proposed from non-systematic clinical experience. There is no direct evidence concerning optimal plasma concentration ranges of ziprasidone, aripiprazole or sertindole.
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Affiliation(s)
- Massimo C Mauri
- Department of Internal Medicine, Clinical Psychiatry, University of Milan, IRCCS Ospedale Maggiore Policlinico, Milan, Italy.
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Schulte P. What is an adequate trial with clozapine?: therapeutic drug monitoring and time to response in treatment-refractory schizophrenia. Clin Pharmacokinet 2003; 42:607-18. [PMID: 12844323 DOI: 10.2165/00003088-200342070-00001] [Citation(s) in RCA: 234] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Clozapine is the gold standard and 'last resort' in treatment of refractory schizophrenia. It is important to know whether a trial with clozapine is adequate or not. Six studies show a significantly higher response rate at clozapine plasma trough levels above a therapeutic threshold of 350-400 micro g/L. The absolute risk reduction is about 40%. An additional study found best results with plasma levels between 300 and 700 micro g/L, and one (probably too small) study could not detect a significantly different response rate for 350-450 micro g/L in comparison to 200-300 micro g/L. In addition, two extension studies showed conversion from nonresponders to responders if plasma levels increased above the threshold. Investigations on time to response in treatment with clozapine are often hampered by not controlling for time until plateau of dose titration or clozapine concentration. One of the better studies found 34 responders within 8 weeks after the last dose escalation. The remaining 16 non-responding patients did not change their status during a mean follow-up of 75 weeks. A second 1 year trial found a superior differential response rate for clozapine in comparison to haloperidol only during the first 6 weeks. A third study combined regular clozapine plasma level assays with assessment of response status. At the time of response 17 out of 19 responders showed clozapine concentrations above 350 micro g/L. The nine non-responders remained below this threshold throughout the rest of the year. These results favour an approach of raising the clozapine plasma level in treatment-refractory schizophrenic patients who do not respond to an initial low-to-medium dose treatment with clozapine. Some patients, especially young male smokers, will need dosages higher than 900 mg/day. Addition of low-dose fluvoxamine while closely monitoring clozapine levels can help decrease the high number of necessary pills. An adequate trial with clozapine should last at least 8 weeks on a plasma trough level above 350-400 micro g/L.
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Affiliation(s)
- Peter Schulte
- Mental Health Services North-Holland North, Heiloo, The Netherlands.
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Mosier KE, Song J, McKay G, Hubbard JW, Fang J. Determination of clozapine, and its metabolites, N-desmethylclozapine and clozapine N-oxide in dog plasma using high-performance liquid chromatography. J Chromatogr B Analyt Technol Biomed Life Sci 2003; 783:377-82. [PMID: 12482480 DOI: 10.1016/s1570-0232(02)00655-4] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Clozapine and its two major metabolites, N-desmethylclozapine and clozapine N-oxide were quantified using a high-performance liquid chromatographic method with UV detection in dog plasma following a single dose of clozapine. The analysis was performed on a 5-micrometer Hypersil CN (CPS-1; 250x4.6 mm) column. The mobile phase consisted of acetonitrile-water-1 M ammonium acetate (50:49:1, v/v/v), which was adjusted to pH 5.0 with acetic acid. The detection wavelength was 254 nm. A liquid-liquid extraction technique was used to extract clozapine and its metabolites from dog plasma. The recovery rates for clozapine, N-desmethylclozapine, and the internal standard (I.S.) were close to 100% using this method. The recovery rate for clozapine N-oxide (62-66%) was lower as expected because it is more polar. The quantitation limits for clozapine, clozapine N-oxide, and N-desmethylclozapine were 0.11, 0.05 and 0.05 microM, respectively. Intra-day reproducibility for concentrations of 0.1, 1.0 and 5.0 microM were 10.0, 4.4 and 4.2%, respectively, for N-oxide; 11.2, 4.3 and 4.9%, respectively, for N-desmethylclozapine; and 10.8, 2.2 and 4.9%, respectively, for clozapine. Inter-day reproducibility was <15% for clozapine N-oxide, <8% for N-desmethylclozapine and <19% for clozapine. This simple method was applied to determine the plasma concentration profiles of clozapine, N-desmethylclozapine and clozapine N-oxide in dog following administration of a 10 mg/kg oral dose of clozapine.
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Affiliation(s)
- Karen E Mosier
- College of Pharmacy and Nutrition, 110 Science Place, University of Saskatchewan, Saskatchewan S7N 5C9, Saskatoon, Canada
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Palego L, Biondi L, Giannaccini G, Sarno N, Elmi S, Ciapparelli A, Cassano GB, Lucacchini A, Martini C, Dell'Osso L. Clozapine, norclozapine plasma levels, their sum and ratio in 50 psychotic patients: influence of patient-related variables. Prog Neuropsychopharmacol Biol Psychiatry 2002; 26:473-80. [PMID: 11999897 DOI: 10.1016/s0278-5846(01)00291-3] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Steady-state plasma concentrations of clozapine and norclozapine, its major metabolite, as well as their sum and ratio (norclozapine/clozapine), were evaluated in 50 in- and outpatients taking clozapine and naturalistically recruited. Drug plasma concentrations were measured by means of a reversed-phase high-performance liquid chromatography (RPLC) method with an ultraviolet detection. Daily doses (milligrams per kilogram of body weight) of clozapine correlated positively with clozapine plasma parameters, except with the norclozapine/clozapine ratio, in all patients. When the patients were divided in subgroups with respect to gender, the corresponding plasma concentrations were no longer dose-related in men. A lack of significant correlation was observed also in patients (n=23) co-treated with typical neuroleptics. Conversely, dose-concentration correlations were significant in either smoker or nonsmoker patients. No significant relationship between body weight and clozapine plasma parameters was reported. Further, we observed (1) a trend towards higher medians of clozapine or total analytes in women than those reported in men (P=.09 and .07); (2) no significant difference in plasma levels obtained in subjects younger than 34 years and subjects 34 years old or older; (3) a trend towards higher norclozapine and clozapine plus norclozapine levels (P=.05 and .08) in nonsmoker than smoker patients; (4) no significant difference between clozapine plasma parameters measured in patients co-medicated with typical neuroleptics and in patients receiving clozapine alone.
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Fabrazzo M, La Pia S, Monteleone P, Mennella R, Esposito G, Pinto A, Maj M. Fluvoxamine increases plasma and urinary levels of clozapine and its major metabolites in a time- and dose-dependent manner. J Clin Psychopharmacol 2000; 20:708-10. [PMID: 11106150 DOI: 10.1097/00004714-200012000-00024] [Citation(s) in RCA: 21] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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