The Nudging Effect of a Reminder Letter to Reduce Duplicated Medications: A Randomized Controlled Trial.

BACKGROUND: The increasing trend of multiple chronic conditions across the world has worsened the problem of medication duplication in health care systems without gatekeeping or referral requirement. Thus, to overcome this problem, a reminder letter has been developed in Taiwan to nudge patients to engage in medication management. OBJECTIVE: To evaluate the effect of reminder letter on reducing duplicated medications. RESEARCH DESIGN: A 2-arm randomized controlled trial design. SUBJECTS: Patients with duplicated medications in the first quarter of 2019. MEASURES: The Taiwanese single-payer National Health Insurance Administration identified the eligible patients for this study. A postal reminder letter regarding medication duplication was mailed to the patients in the study group, and no information was provided to the comparison group. Generalized estimation equation models with a difference-in-differences analysis were used to estimate the effects of the reminder letters. RESULTS: Each group included 11,000 patients. Those who had received the reminder letter were less likely to receive duplicated medications in the subsequent 2 quarters (postintervention 1: odds ratio [OR]=0.95, 95% CI=0.87-1.03; postintervention_2: OR=0.99, 95% CI=0.90-1.08) and had fewer days of duplicated medications (postintervention 1: ß=-0.115, P =0.015; postintervention 2 (ß=-0.091, P =0.089) than those who had not received the reminder letter, showing marginal but significant differences. CONCLUSIONS: A one-off reminder letter nudge could mildly decrease the occurrence of duplicated medications. Multiple nudges or nudges incorporating behavioral science insights may be further considered to improve medication safety in health systems without gatekeeping.

Genetic variants of microsomal triglyceride transfer protein (MTTP) are associated with metabolic syndrome in schizophrenic patients treated with atypical antipsychotics.

OBJECTIVES: Promoter polymorphisms in microsomal triglyceride transfer protein (MTTP) have been associated with the various traits of metabolic syndrome (MetS) in the general population. This study investigated whether the common variants in MTTP genes were associated with MetS in schizophrenic patients treated with atypical antipsychotics. METHOD: The study included 456 hospitalized patients diagnosed with schizophrenia, who had been treated with clozapine (n = 171), olanzapine (n = 91), or risperidone (n = 194) for at least 3 months. Patients were genotyped for the 10 MTTP single-nucleotide polymorphisms. RESULTS: The prevalence of MetS among all subjects was 22.8%. In single-marker-based analysis, the MTTP rs1800591 (-493G>T) T-allele carriers were at double the risk for MetS relative to G/G homozygotes. In contrast, the T-allele homozygotes had considerably lower fasting high-density lipoprotein levels than that in the heterozygotes or G-allele homozygotes. CONCLUSIONS: Our findings extend and add new information to the existing data regarding the association between MTTP genetic variants and MetS regulation during long-term atypical antipsychotic treatment. The MTTP rs1800591 T allele could be a risk factor for MetS in patients under atypical antipsychotic medication.

Switching from clozapine to zotepine in patients with schizophrenia: a 12-week prospective, randomized, rater blind, and parallel study.

Clozapine is the most effective antipsychotic for patients with treatment-refractory schizophrenia, but many adverse effects are noted. Clinicians usually hesitate to switch from clozapine to other antipsychotics because of the risk of a re-emergence or worsening of the psychosis, although empirical studies are very limited. Zotepine, an atypical antipsychotic with a pharmacologic profile similar to clozapine, was found to be an effective treatment for patients with treatment-resistant schizophrenia in Japan. This 12-week study is the first prospective, randomized, and rater-blind study to investigate the efficacy and tolerability of switching from clozapine to zotepine. Fifty-nine patients with schizophrenia, who had taken clozapine for at least 6 months with a Clinical Global Impression-Severity score of at least 3, were randomly allocated to the zotepine and the clozapine groups. At the end of the study, 52 patients (88%) had completed the trial. The 7 withdrawal cases were all in the zotepine group. The final mean (SD) dose of zotepine and clozapine was 397.1 (75.7) versus 377.1 (62.5) mg/d, respectively. Patients in the zotepine group showed a significant increase in the Brief Psychiatric Rating Scale [mean (SD), 4.7 (8.7) vs -1.3 (6.3); P = 0.005], more general adverse effects as revealed by the Udvalg for Kliniske Undersogelser Rating Scale [mean (SD), 1.74 (3.9) vs -0.2 (2.8); P = 0.039], more extrapyramidal adverse effects as demonstrated by the Simpson and Angus Scale [mean (SD), 1.29 (3.5) vs 0.17 (2.1); P = 0.022], an increased use of propranolol (37.1% vs 0%, P < 0.0001) and anticholinergics (25.7% vs 0%, P = 0.008), and an increased level of prolactin (29.6 vs -3.8 ng/ mL, P < 0.0005), compared with the clozapine group. The results suggested that switching from clozapine to zotepine treatment should be done with caution.

Spin reorientation transitions and structures of electrodeposited Ni/Cu(100) ultrathin films with and without Pb additives.

Magnetic properties and surface structures of Ni/Cu(100) ultrathin films are studied by means of magneto-optical Kerr effect and in situ scanning tunneling microscopy in combination with cyclic voltammetry. At the initial stage of Ni deposition on a Cu(100) electrode, nickel atoms attach onto the steps and the surface shows single atomic steps corresponding to a layer-by-layer growth. For thicker Ni/Cu(100) films, nanometer-size clusters are randomly distributed on the surface showing a three-dimensional island growth. For thinner Ni layers in the coherent region, the magnetic anisotropy energy of the Cl-electrolyte/Ni interface is small. The reduction of squareness of the hysteresis loops is related to the inhomogeneous growth of the Ni layers. For thicker Ni layers in the incoherent region, the negative value of interface anisotropy for the Cl-electrolyte/Ni interface has a strong impact on perpendicular magnetic anisotropy and plays an important role on the reduction of the Ni thickness for spin reorientation transition in the electrolyte condition. By adding Pb additives, the deposition of a Pb wetting layer causes a defaceting phenomenon and the hydrogen evolution reaction is reduced. As the Ni thickness increases, the growth of Ni changes from layer-by-layer to quasi-two-dimensional islands with a flat top layer. With a Pb additive, the spin reorientation transitions of the Ni/Cu(100) system are not significantly influenced. However, due to the change of the growth mode by Pb atoms as a surfactant, the squareness of the hysteresis loops is enhanced for all the Ni thicknesses.

Optimization of Ternary InxGa1-xN Quantum Wells on GaN Microdisks for Full-Color GaN Micro-LEDs.

Red, green, and blue light InxGa1-xN multiple quantum wells have been grown on GaN/γ-LiAlO2 microdisk substrates by plasma-assisted molecular beam epitaxy. We established a mechanism to optimize the self-assembly growth with ball-stick model for InxGa1-xN multiple quantum well microdisks by bottom-up nanotechnology. We showed that three different red, green, and blue lighting micro-LEDs can be made of one single material (InxGa1-xN) solely by tuning the indium content. We also demonstrated that one can fabricate a beautiful InxGa1-xN-QW microdisk by choosing an appropriate buffer layer for optoelectronic applications.

Influence of antipsychotic agents on heart rate variability in male WKY rats: implications for cardiovascular safety.

BACKGROUND: Sudden cardiac death is higher among schizophrenic patients and is associated with parasympathetic hypoactivity. Antipsychotic agents are highly suspected to be a precipitating factor. Thus, we aimed to test if the antipsychotics haloperidol, risperidone and clozapine affect cardiac autonomic function, excluding the confounding effect of altered sleep structure by the drugs. METHODS: In this study, haloperidol, risperidone and clozapine were given separately by intraperitoneal injection to male Wistar-Kyoto rats for 5 days. Electroencephalogram (EEG), electromyogram (EMG) and electrocardiographic signals were recorded at baseline and 5 days after drug treatments. Sleep scoring was based on EEG and EMG signals. Cardiac autonomic function was assessed using heart rate variability analysis. RESULTS: Clozapine increased heart rate and suppressed cardiac sympathetic and parasympathetic activity. Cardiac acceleration was more severe during sleep. Haloperidol tended to decrease heart rate while risperidone mildly increased heart rate; however, their effects were less obvious than those of clozapine. There was a significant drug-by-stage interaction on several heart rate variability measures. CONCLUSION: Taking this evidence as a whole, we conclude that haloperidol has a better level of cardiovascular safety than either risperidone or clozapine. Application of this approach to other psychotropic agents in the future will be a useful and helpful way to evaluate the cardiovascular safety of the various psychotropic medications that are in clinical use.

Analysis of genetic variations in the dopamine D1 receptor (DRD1) gene and antipsychotics-induced tardive dyskinesia in schizophrenia.

BACKGROUND: Dyskinesia is a kind of abnormal involuntary movement disorder that increases with age. The pathogenesis of dyskinesia may result from divergent changes in dopamine D1 receptors (DRD1) and dopamine D2 receptors (DRD2) in the brain while aging. Tardive dyskinesia (TD), a kind of dyskinesia, may develop after long-term antipsychotic treatment. Because the prevalence of TD also steadily increased with age, TD has been suggested to be the consequence of an imbalance between DRD1 and DRD2. We supposed that patients who develop TD may have genetic variants of DRD1 that cause the excitatory effects of DRD1 overwhelming the attenuated inhibitory effects of DRD2 after antipsychotic treatment. METHODS: In the present study, schizophrenic inpatients receiving long-term antipsychotic treatment were first assessed using the Abnormal Involuntary Movement Scale (AIMS), and only patients who were either free of any abnormal involuntary movements (non-TD group, AIMS =0) or who showed persistent TD (TD group) were enrolled. Finally, 382 patients were recruited (TD=220, non-TD=162) and three single nucleus polymorphisms (SNPs; rs5326, rs4532 and rs265975) of DRD1 were genotyped for each subject. RESULTS: Genotype frequency (%; AA/AG/GG) of rs4532 (TD: non-TD) was 61.4/35.8/2.8: 74.2/24.5/1.3. After genetic analyses, genotype GG showed significant association with TD (if OR=2.0, power (%)=98.5; if OR=1.5, power (%)=63.7; P=0.033). Haplotype frequency (%) CGC of rs5326-rs4532-rs265975 (TD: non-TD) was 19.0:13.7; and after haplotype-based analyses, haplotype CGC also showed significant association with TD (OR=1.4, permutation P=0.027). CONCLUSION: Our results indicate that the genotypic variants of DRD1 might play a role in the susceptibility of TD. Further replication in other countries or other populations is highly expected.

The impact of different patterns of home- and community-based services on nursing home admission: National data from Taiwan.

BACKGROUND: This study had two aims: (a) to identify the different patterns of use of home- and community-based services (HCBS) among older adults in Taiwan, and (b) to examine the effects of the different use patterns on HCBS recipients' use of institutional long-term care services. METHODS: The study analyzed cohort data from Taiwan's first National 10-Year Long-Term Care Plan database and from National Health Insurance Claim Data. We extracted baseline information on older adults who were first evaluated for and prescribed HCBS from 2010 through 2013 (N = 71,260). We used latent class analysis to specify the underlying subgroups of recipients with similar patterns of HCBS use. We used hierarchical multinomial logistic regression to examine the effect of the different use patterns on the risk of institutional (e.g., nursing home) placement from 4 to 15 months after initial HCBS evaluation. RESULTS: Four subgroups of HCBS recipients were identified, with patterns of home-based personal care (PC), home-based personal care and medical care (PC/MC), home-based medical care (MC), and community care services. Compared to the home-based PC/MC group, people in the home-based MC group had lower risk (OR = 0.54) and people in the community care group had higher risk (OR = 1.76) of admission to a nursing home. CONCLUSIONS: Study findings may provide insights for policy makers regarding the usefulness of integrating medical care and other types of long-term care services into adult day care.

A novel 111indium-labeled dual carbonic anhydrase 9-targeted probe as a potential SPECT imaging radiotracer for detection of hypoxic colorectal cancer cells.

Tumor hypoxia is a common feature in colorectal cancer (CRC), and is associated with resistance to radiotherapy and chemotherapy. Thus, a specifically targeted probe for the detection of hypoxic CRC cells is urgently needed. Carbonic anhydrase 9 (CA9) is considered to be a specific marker for hypoxic CRC diagnosis. Here, a nuclear imaging Indium-111 (111In)-labeled dual CA9-targeted probe was synthesized and evaluated for CA9 detection in in vitro, in vivo, and in human samples. The CA9-targeted peptide (CA9tp) and CA9 inhibitor acetazolamide (AAZ) were combined to form a dual CA9-targeted probe (AAZ-CA9tp) using an automatic microwave peptide synthesizer, which then was conjugated with 1,4,7,10-tetraazacyclododecane-1,4,7,10-tetraacetic acid (DOTA) for radioisotope (111In) labeling (111In-DOTA-AAZ-CA9tp). The assays for cell binding, stability, and toxicity were conducted in hypoxic CRC HCT15 cells. The analyses for imaging and biodistribution were performed in an HCT15 xenograft mouse model. The binding and distribution of 111In-DOTA-AAZ-CA9tp were detected in human CRC samples using microautoradiography. AAZ-CA9tp possessed good CA9-targeting ability in hypoxic HCT15 cells. The dual CA9-targeted radiotracer showed high serum stability, high surface binding, and high affinity in vitro. After exposure of 111In-DOTA-AAZ-CA9tp to the HCT15-bearing xenograft mice, the levels of 111In-DOTA-AAZ-CA9tp were markedly and specifically increased in the hypoxic tumor tissues compared to control mice. 111In-DOTA-AAZ-CA9tp also targeted the areas of CA9 overexpression in human colorectal tumor tissue sections. The results of this study suggest that the novel 111In-DOTA-AAZ-CA9tp nuclear imaging agent may be a useful tool for the detection of hypoxic CRC cells in clinical practice.

Dopamine receptor D2 gene is associated with weight gain in schizophrenic patients under long-term atypical antipsychotic treatment.

OBJECTIVE: Schizophrenic patients treated with atypical antipsychotics (AAPs) often develop excessive body weight gain (BWG), which may lead to further morbidity and poor treatment compliance. This study examined whether genetic variants in the dopamine receptor D2 (DRD2) gene may be associated with body weight change after AAP treatment. METHODS: The study included 479 schizophrenic patients treated with clozapine (n=239), olanzapine (n=70) or risperidone (n=170) for an average of 48.2+/-27.8 months. BWG was defined as an increase of more than 7% of the baseline body weight during AAP treatment. Thirteen common single nucleotide polymorphisms of the DRD2 gene were chosen as tagging single nucleotide polymorphisms. RESULTS: In single-marker-based analysis, the DRD2 rs4436578-C homozygous genotype was found to be associated with a significantly increased risk of BWG [P=0.001, adjusted odds ratio=3.36 (95% confidence interval=1.62 - 7.00)]. In addition, haplotype analysis further showed that the rs4436578-C-allele-related haplotype was more frequent in those patients with BWG than those without (P=0.01 - 0.00019). CONCLUSION: Our findings confirm the importance of genetic factors in body weight change induced by long-term AAP treatment in patients with schizophrenia and indicate a role of DRD2 in body weight regulation during long-term AAP treatment.

Genetic association between TNF-alpha -308 G>A polymorphism and longitudinal weight change during clozapine treatment.

OBJECTIVE: The aim of the study was to investigate the association between genetic variation in the tumor necrosis factor-alpha (TNF-alpha) gene and longitudinal weight change during long-term clozapine treatment. METHODS: Fifty-five patients with refractory schizophrenia treated with clozapine for 8 years were recruited. Gender, age, treatment response to clozapine in the first 14 months, baseline BMI, clozapine dose, concomitant use of mood stabilizers and other antipsychotics, and -308 G > A polymorphism in the human TNF-alpha gene were analyzed using generalized estimating equations. RESULTS: In addition to having a lower baseline BMI (p = 0.0013) and a longer treatment time (p = 0.050), the -308 GG carriers gained significantly more weight than the -308 A allele carriers (p = 0.0084) during 8 years of clozapine treatment, after controlling for other non-genetic factors. CONCLUSIONS: The -308 G > A genetic variant of the TNF-alpha gene is associated with longitudinal weight change during clozapine treatment. Follow-up duration is an important factor to consider when performing pharmacogenetic study of clozapine-induced weight gain.

Multiple Rare Risk Coding Variants in Postsynaptic Density-Related Genes Associated With Schizophrenia Susceptibility.

OBJECTIVE: Schizophrenia is a chronic debilitating neurobiological disorder of aberrant synaptic connectivity and synaptogenesis. Postsynaptic density (PSD)-related proteins in N-methyl-D-aspartate receptor-postsynaptic signaling complexes are crucial to regulating the synaptic transmission and functions of various synaptic receptors. This study examined the role of PSD-related genes in susceptibility to schizophrenia. METHODS: We resequenced 18 genes encoding the disks large-associated protein (DLGAP), HOMER, neuroligin (NLGN), neurexin, and SH3 and multiple ankyrin repeat domains (SHANK) protein families in 98 schizophrenic patients with family psychiatric history using semiconductor sequencing. We analyzed the protein function of the identified rare schizophrenia-associated mutants via immunoblotting and immunocytochemistry. RESULTS: We identified 50 missense heterozygous mutations in 98 schizophrenic patients with family psychiatric history, and in silico analysis revealed some as damaging or pathological to the protein function. Ten missense mutations were absent from the dbSNP database, the gnomAD (non-neuro) dataset, and 1,517 healthy controls from Taiwan BioBank. Immunoblotting revealed eight missense mutants with altered protein expressions in cultured cells compared with the wild type. CONCLUSION: Our findings suggest that PSD-related genes, especially the NLGN, SHANK, and DLGAP families, harbor rare functional mutations that might alter protein expression in some patients with schizophrenia, supporting contributing rare coding variants into the genetic architecture of schizophrenia.

Improved body weight and metabolic outcomes in overweight or obese psychiatric patients switched to amisulpride from other atypical antipsychotics.

Switching to a different second-generation antipsychotic (SGA) with a lower risk of weight gain is recommended for overweight or obese psychiatric patients undergoing SGA treatment. However, there have been no complete reports regarding the long-term metabolic effects of switching to amisulpride. In this open-label 1-year study, we investigated the effects on body weight and other metabolic profiles when psychiatric patients treated with another SGA were switched to amisulpride treatment. Forty-six schizophrenia or schizoaffective inpatients with a body mass index greater than 27 kg/m were enrolled in the switch group. These patients were cross-titrated to amisulpride treatment and followed up for 1 year prospectively. Another 46 inpatients matched with the baseline body mass index of those in the switch group were enrolled as the control group retrospectively. The results showed that the switch group had greater weight loss than the control group (7.80 +/- 6.67 vs 2.60 +/- 6.23 kg, respectively; repeated-measure analysis of variance, P < 0.0005). During the treatment course, the amisulpride-treated patients showed significantly decreased fasting triglyceride, total cholesterol, glucose, and insulin resistance levels; decreased diastolic blood pressure and pulse rate; and a significant increase in high-density lipoprotein cholesterol levels after switching to amisulpride (all with a P < 0.05). The prevalence of metabolic syndrome in amisulpride-treated patients also decreased significantly from 65.2% to 30.4% (McNemar test, P < 0.0005). These findings suggest that switching to amisulpride could be an effective treatment of overweight or obese psychiatric patients treated previously with other SGAs.

Analysis of genetic variations in the RGS9 gene and antipsychotic-induced tardive dyskinesia in schizophrenia.

Some patients treated chronically with antipsychotics develop tardive dyskinesia (TD), an abnormal involuntary movement disorder. Typical antipsychotics block D(2) dopamine receptors (D(2)DR) and produce D(2)DR supersensitivity. On contrary, regulators of G-protein signaling (RGS) can enhance the signal termination of G-protein-coupled D(2)DR. Besides, after prolonged inhibition of dopaminergic transmission, dopaminergic agonists induced severe dyskinesia only in RGS9 knock-out mice but not in normal mice. Therefore, variety in the human RGS9 gene may be related to susceptibility to TD. In this study, schizophrenic inpatients receiving long-term antipsychotic treatment were assessed using the Abnormal Involuntary Movement Scale twice over a 3-month interval. Only patients in whom abnormal involuntary movements were absent (non-TD group) and those who showed persistent TD (TD group) were enrolled. There were 407 patients in the study sample (TD = 252; non-TD = 155) and seven single nucleus polymorphisms (SNPs) in the RGS9 gene were genotyped for each subject. Genotype and allelic distributions of SNPs did not differ between the TD and non-TD groups in this study, with the exception that a weak trend of allelic association was seen with rs4790953 (P = 0.0399). In the haplotype analysis, a significant association of the AGG haplotype (rs8077696-rs8070231-rs2292593) of the RGS9 gene was found (permutation P = 0.007), and this is worthy of replication and further study.

Association of missense variants of the PRKC, apoptosis, WT1, regulator (PAWR) gene with schizophrenia.

Abnormal dopamine signal transduction is implicated in the pathophysiology of schizophrenia. A recent study showed that prostate apoptosis response 4 protein (Par-4) interacts with dopamine D2 receptor and plays an important role in dopamine signaling. Par-4 knockout mice showed depression-like behavior, suggesting that Par-4 gene may be associated with mental disorders in human. The study was aimed to determine whether the PRKC, apoptosis, WT1, regulator gene (PAWR) that encodes the human homolog of Par-4 protein is a susceptibility gene for schizophrenia. We systematically screened for mutations at the 5' untranslated region (5'UTR) and all the exonic regions of the PAWR gene in a sample of Han Chinese schizophrenic patients from Taiwan. We identified two missense single nucleotide polymorphisms (SNPs) that are in strong linkage in our sample (D'=0.98), i.e. P78R at exon 2 and I199M at exon 3, respectively. SNP- and haplotype-based analysis showed that these two variants are associated with schizophrenia; there is an overrepresentation of RR homozygotes of P78R (OR=2.00, 95% CI=1.05-3.83) and MM homozygotes of I199M (OR=1.81, 95% CI=0.95-3.54) in schizophrenic patients as compared to control subjects. When subjects were divided by gender, the association is specifically with female patients (OR=2.94 for RR and OR=2.7 for MM), but not with male patients. Our results indicate that the PAWR gene is associated with schizophrenia in our population, and this study provides genetic evidence to support the dopamine hypothesis of schizophrenia.

Association study of HLA-A gene and schizophrenia in Han Chinese from Taiwan.

Dysregulation of the immune response has been proposed as a precipitating factor of schizophrenia, and human leukocyte antigens (HLA) play a critical role in regulating the cascade of immunological reaction. Hence, many studies have investigated the relationship between the HLA system and schizophrenia. HLA is a complex gene family that contains several highly polymorphic genes, while the HLA-A gene is the most often studied gene to be associated with schizophrenia in the literature. A recent study reported that the interaction of the HLA-A10 allele and Chlamydial infection was highly associated with schizophrenia in a German population, which prompted us to investigate whether the HLA-A gene was also associated with schizophrenia in our population. Using a sequencing-based HLA typing method, we determined the HLA-A genotypes in 377 Han Chinese patients with schizophrenia (214 males, 163 females) and 321 non-psychotic Han Chinese control subjects (164 males, 157 females) from Taiwan. In total, 26 DNA-defined HLA-A alleles were identified in this sample. However, no significant differences of these allelic frequencies were found between the patients and the control subjects, suggesting that the HLA-A gene was unlikely a major risk factor of schizophrenia in this sample. As different populations have different HLA polymorphisms, an examination of the relationship of other HLA genes and schizophrenia in our population, with a larger sample size, is warranted in the future.

Heart rate variability in schizophrenic patients switched from typical antipsychotic agents to amisulpride and olanzapine. 3-month follow-up.

Schizophrenia is a severe mental disorder that requires lifelong treatment, and therefore information on the cardiovascular safety and tolerance of antipsychotics is of significant clinical importance. Atypical antipsychotics have been used to treat schizophrenia patients since the 1990s, and more and more patients have been switched to these from typical antipsychotics; however, there is still no accessible evaluation tool for assessing cardiovascular safety. In this study, we used a computer-assisted 5-min measurement of resting heart rate variability (HRV) in schizophrenia patients who were switched to atypical antipsychotic agents (amisulpride and olanzapine) due to severe side effects (tardive dyskinesia). In 15 patients who switched to amisulpride and 18 to olanzapine, HRV was evaluated before the medication was switched, and patients were followed up every month for 3 months after the switch. Frequency-domain analyses of short-term and stationary respiratory rate (RR) intervals were performed to evaluate low-frequency power (LF; 0.04-0.15 Hz), high-frequency power (HF; 0.15-0.40 Hz), the ratio of LF to HF (LF/HF), and LF in normalized units (LF%). Our results showed significant increases in the mean, variance and HF of RR intervals in the amisulpride group, but not in the olanzapine group. These results indicate that amisulpride has a more vagotonic effect, suggesting greater cardiovascular safety as compared with olanzapine when subjects are switched from typical antipsychotic agents.

Artificial neural network prediction of clozapine response with combined pharmacogenetic and clinical data.

Although one third to one half of refractory schizophrenic patients responds to clozapine, however, there are few evidences currently that could predict clozapine response before the use of the medication. The present study aimed to train and validate artificial neural networks (ANN), using clinical and pharmacogenetic data, to predict clozapine response in schizophrenic patients. Five pharmacogenetic variables and five clinical variables were collated from 93 schizophrenic patients taking clozapine, including 26 responders. ANN analysis was carried out by training the network with data from 75% of cases and subsequently testing with data from 25% of unseen cases to determine the optimal ANN architecture. Then the leave-one-out method was used to examine the generalization of the models. The optimal ANN architecture was found to be a standard feed-forward, fully-connected, back-propagation multilayer perceptron. The overall accuracy rate of ANN was 83.3%, which is higher than that of logistic regression (LR) (70.8%). By using the area under the receiver operating characteristics curve as a measure of performance, the ANN outperformed the LR (0.821+/-0.054 versus 0.579+/-0.068; p<0.001). The ANN with only genetic variables outperformed the ANN with only clinical variables (0.805+/-0.056 versus 0.647+/-0.066; p=0.046). The gene polymorphisms should play an important role in the prediction. Further validation of ANN analysis is likely to provide decision support for predicting individual response.

Association analysis of polymorphisms in the N-methyl-D-aspartate (NMDA) receptor subunit 2B (GRIN2B) gene and tardive dyskinesia in schizophrenia.

Tardive dyskinesia (TD) is a neurological disorder characterized by irregular, non-rhythmic, choreoathetotic and involuntary movements in single or multiple body regions. Chronic administration of typical antipsychotic agents, which predominantly act on dopamine receptors, implicates the dopamine system in susceptibility to TD. An alternative to this dopaminergic supersensivity hypothesis in understanding the pathogenesis of TD is the glutamatergic neurotoxicity hypothesis, which implicates the N-methyl-D-aspartate (NMDA) receptor in TD pathogenesis. In the present study, the association between three polymorphisms (T-200G, C366G and C2664T) of the GRIN2B gene, which encodes the 2B subunit of the NMDA receptor, and the occurrence and severity of TD were investigated in 273 Chinese schizophrenic patients receiving long-term antipsychotic treatment (TD: 142, non-TD: 133). There was no significant association between patients' genotype and allele frequencies and TD occurrence. Among the TD patients, the differences in the total scores on the Abnormal Involuntary Movement Scale (AIMS) among the three genotypes of each polymorphism were not significant. Because the three studied markers are in weak linkage disequilibrium with each other, haplotype-based association was not carried out. We conclude that genetic variations in the human GRIN2B gene probably do not play a major role in susceptibility to, or severity of TD.

Genetic analysis of the human ENTH (Epsin 4) gene and schizophrenia.

Numerous linkage studies suggest that chromosome 5q may be one of the important cytogenetic regions containing risk loci for schizophrenia susceptibility. Recently, genetic variations (rs254664 and rs10046055) in the intron 1 and 5' flanking regions of the ENTH (also known as Epsin 4) gene, which is located in 5q 33.3, have been demonstrated to be significantly associated with schizophrenia. The present study investigates whether this finding could be replicated in a population of Han Chinese, consisting of 269 patients with schizophrenia and 236 normal controls, by analyzing 9 single nucleotide polymorphisms (SNPs) ranging from the 5' upstream region to intron 8 of the ENTH gene and covering 96 kb. The results showed that we failed to identify the associations of rs1186922 and rs10046055 with schizophrenia. Although another genetic variation (rs1186922) showed a weak association with schizophrenia (uncorrected p value for alleles = 0.038), the significance did not survive after Bonferroni correction. This study thus fails to support an association of genetic variations in the ENTH gene and schizophrenia.