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1.
Schizophrenia (Heidelb) ; 10(1): 39, 2024 Mar 20.
Article in English | MEDLINE | ID: mdl-38509166

ABSTRACT

Several studies have shown white matter (WM) dysconnectivity in people with schizophrenia (SZ). However, the underlying mechanism remains unclear. We investigated the relationship between plasma homocysteine (Hcy) levels and WM microstructure in people with SZ using diffusion tensor imaging (DTI). Fifty-three people with SZ and 83 healthy controls (HC) were included in this retrospective observational study. Tract-Based Spatial Statistics (TBSS) were used to evaluate group differences in WM microstructure. A significant negative correlation between plasma Hcy levels and WM microstructural disruption was noted in the SZ group (Spearman's ρ = -.330, P = 0.016) but not in the HC group (Spearman's ρ = .041, P = 0.712). These results suggest that increased Hcy may be associated with WM dysconnectivity in SZ, and the interaction between Hcy and WM dysconnectivity could be a potential mechanism of the pathophysiology of SZ. Further, longitudinal studies are required to investigate whether high Hcy levels subsequently cause WM microstructural disruption in people with SZ.

2.
Neuropsychopharmacol Rep ; 44(1): 42-50, 2024 Mar.
Article in English | MEDLINE | ID: mdl-37915257

ABSTRACT

AIM: The present study aimed to examine the association between copy number variations (CNVs) in parkin (PRKN) and schizophrenia (SCZ) and autism spectrum disorder (ASD) in a large case-control sample. METHOD: Array comparative genomic hybridization was performed on 3111 cases with SCZ, 1236 cases with ASD, and 2713 controls. We systematically prioritized likely pathogenic CNVs (LP-CNVs) in PRKN and examined their association with SCZ and ASD. RESULTS: In total, 3014 SCZ cases (96.9%), 1205 ASD cases (97.5%), and 2671 controls (98.5%) passed quality control. We found that monoallelic carriers of LP-CNVs in PRKN were common (70/6890, 1.02%) and were not at higher risk of SCZ (p = 0.29) or ASD (p = 0.72). We observed that the distribution pattern of LP-CNVs in the Japanese population was consistent with those in other populations. We also identified a patient diagnosed with SCZ and early-onset Parkinson's disease carrying biallelic pathogenic CNVs in PRKN. The absence of Parkinson's symptoms in 10 other monoallelic carriers of the same pathogenic CNV further reflects the lack of effect of monoallelic pathogenic variants in PRKN in the absence of a second hit. CONCLUSION: The present findings suggest that monoallelic CNVs in PRKN do not confer a significant risk for SCZ or ASD. However, further studies to investigate the association between biallelic CNVs in PRKN and SCZ and ASD are warranted.


Subject(s)
Autism Spectrum Disorder , Schizophrenia , Humans , Autism Spectrum Disorder/genetics , Case-Control Studies , Comparative Genomic Hybridization , DNA Copy Number Variations , Genome-Wide Association Study , Ubiquitin-Protein Ligases/genetics
3.
Redox Biol ; 67: 102876, 2023 11.
Article in English | MEDLINE | ID: mdl-37703666

ABSTRACT

Pentosidine (PEN) is an advanced glycation end-product (AGEs), where a fluorescent cross-link is formed between lysine and arginine residues in proteins. Accumulation of PEN is associated with aging and various diseases. We previously reported that a subpopulation of patients with schizophrenia showed PEN accumulation in the blood, having severe clinical features. PEN is thought to be produced from glucose, fructose, pentoses, or ascorbate. However, patients with schizophrenia with high PEN levels present no elevation of these precursors of PEN in their blood. Therefore, the molecular mechanisms underlying PEN accumulation and the molecular pathogenesis of schizophrenia associated with PEN accumulation remain unclear. Here, we identified glucuronic acid (GlcA) as a novel precursor of PEN from the plasma of subjects with high PEN levels. We demonstrated that PEN can be generated from GlcA, both in vitro and in vivo. Furthermore, we found that GlcA was associated with the diagnosis of schizophrenia. Among patients with high PEN, the proportion of those who also have high GlcA is 25.6%. We also showed that Aldo-keto reductase (AKR) activity to degrade GlcA was decreased in patients with schizophrenia, and its activity was negatively correlated with GlcA levels in the plasma. This is the first report to show that PEN is generated from GlcA. In the future, this finding will contribute to understanding the molecular pathogenesis of not only schizophrenia but also other diseases with PEN accumulation.


Subject(s)
Lysine , Schizophrenia , Humans , Lysine/metabolism , Glycation End Products, Advanced/metabolism , Glucuronic Acid , Schizophrenia/genetics , Arginine/metabolism
4.
Cancer Diagn Progn ; 3(4): 514-521, 2023.
Article in English | MEDLINE | ID: mdl-37405225

ABSTRACT

BACKGROUND/AIM: Ensuring that postoperative gastric cancer patients receive sufficient oral nutritional supplementation (ONS) to prevent body weight loss (BWL) is a serious challenge. The present pilot study evaluated the feasibility and safety of small, frequent sip feeds (SIP) with super energy-dense ONS (SED ONS; 4 kcal/ml) in postoperative gastric cancer patients. PATIENTS AND METHODS: Patients received 400 kcal/day of SED ONS in four, daily, 25 ml SIP for 12 weeks after gastrectomy. The primary outcome was the percentage of postoperative weight change. The expected mean weight change was 90% (10% standard deviation). A sample population of 14 patients, sufficient for a 95% confidence interval with a 10% margin of error, was enrolled. RESULTS: The mean weight change for patients receiving SIP with SED ONS was 93.8%. The mean SED ONS intake was 348 kcal/day. Thirteen patients consumed more than 200 kcal/day of SED ONS. One patient with a mean intake of 114 kcal/day had undergone total gastrectomy followed by adjuvant chemotherapy. CONCLUSION: Small, frequent SIP with SED ONS was found to be feasible and safe in postoperative gastric cancer patients. A multicenter randomized controlled trial is warranted to determine whether SIP with SED ONS is effective in preventing BWL.

5.
Sci Rep ; 13(1): 12220, 2023 07 27.
Article in English | MEDLINE | ID: mdl-37500709

ABSTRACT

Carbonyl stress is a condition featuring increased rich reactive carbonyl compounds, which facilitate the formation of advanced glycation end products including pentosidine. We previously reported the relationship between enhanced carbonyl stress and disrupted white matter integrity in schizophrenia, although which microstructural component is disrupted remained unclear. In this study, 32 patients with schizophrenia (SCZ) and 45 age- and gender-matched healthy volunteers (HC) were recruited. We obtained blood samples for carbonyl stress markers (plasma pentosidine and serum pyridoxal) and multi-modal magnetic resonance imaging measures of white matter microstructures including apparent axonal density (intra-cellular volume fraction (ICVF)) and orientation (orientation dispersion index (ODI)), and inflammation (free water (FW)). In SCZ, the plasma pentosidine level was significantly increased. Group comparison revealed that mean white matter values were decreased for ICVF, and increased for FW. We found a significant negative correlation between the plasma pentosidine level and mean ICVF values in SCZ, and a significant negative correlation between the serum pyridoxal level and mean ODI value in HC, regardless of age. Our results suggest an association between enhanced carbonyl stress and axonal abnormality in SCZ.


Subject(s)
Schizophrenia , White Matter , Humans , Schizophrenia/diagnostic imaging , White Matter/diagnostic imaging , Pyridoxal , Glycation End Products, Advanced , Axons
6.
PLoS One ; 18(6): e0287646, 2023.
Article in English | MEDLINE | ID: mdl-37352288

ABSTRACT

Human mentality develops with age and is altered in psychiatric disorders, though their underlying mechanism is unknown. In this study, we analyzed nanometer-scale three-dimensional structures of brain tissues of the anterior cingulate cortex from eight schizophrenia and eight control cases. The distribution profiles of neurite curvature of the control cases showed a trend depending on their age, resulting in an age-correlated decrease in the standard deviation of neurite curvature (Pearson's r = -0.80, p = 0.018). In contrast to the control cases, the schizophrenia cases deviate upward from this correlation, exhibiting a 60% higher neurite curvature compared with the controls (p = 7.8 × 10-4). The neurite curvature also showed a correlation with a hallucination score (Pearson's r = 0.80, p = 1.8 × 10-4), indicating that neurite structure is relevant to brain function. This report is based on our 3D analysis of human brain tissues over a decade and is unprecedented in terms of the number of cases. We suggest that neurite curvature plays a pivotal role in brain aging and can be used as a hallmark to exploit a novel treatment of schizophrenia.


Subject(s)
Schizophrenia , Humans , Aging , Hallucinations , Neurites , Brain
7.
Schizophrenia (Heidelb) ; 9(1): 14, 2023 Mar 11.
Article in English | MEDLINE | ID: mdl-36906656

ABSTRACT

Psychotic-like experiences (PLEs) occur occasionally in adolescence and mostly disappear with increasing age. Their presence, if persistent, is considered a robust risk factor for subsequent psychiatric disorders. To date, only a few biological markers have been investigated for persistent PLE prediction. This study identified urinary exosomal microRNAs that can serve as predictive biomarkers for persistent PLEs. This study was part of a population-based biomarker subsample study of the Tokyo Teen Cohort Study. A total of 345 participants aged 13 (baseline) and 14 (follow-up) years underwent PLE assessments by experienced psychiatrists using semi-structured interviews. We defined remitted and persistent PLEs based on longitudinal profiles. We obtained urine at baseline and the expression levels of urinary exosomal miRNAs were compared between 15 individuals with persistent PLEs and 15 age- and sex-matched individuals with remitted PLEs. We constructed a logistic regression model to examine whether miRNA expression levels could predict persistent PLEs. We identified six significant differentially expressed microRNAs, namely hsa-miR-486-5p, hsa-miR-199a-3p, hsa-miR-144-5p, hsa-miR-451a, hsa-miR-143-3p, and hsa-miR-142-3p. The predictive model showed an area under the curve of 0.860 (95% confidence interval: 0.713-0.993) for five-fold cross-validation. We found a subset of urinary exosomal microRNAs that were differentially expressed in persistent PLEs and presented the likelihood that a microRNA-based statistical model could predict them with high accuracy. Therefore, urine exosomal miRNAs may serve as novel biomarkers for the risk of psychiatric disorders.

8.
Surg Today ; 53(5): 605-613, 2023 May.
Article in English | MEDLINE | ID: mdl-36198889

ABSTRACT

PURPOSE: Adherence to oral nutritional supplements (ONS) to prevent weight loss after gastrectomy is problematic. The present study evaluated the impact of super energy-dense ONS (SED ONS; 4 kcal/mL) on glycemic change and energy intake after gastrectomy. METHODS: Gastrectomy patients were placed on continuous glucose monitoring for a 3-day observation period after food intake had been stabilized postoperatively. In addition, they were given 0, 200, and 400 kcal/day of SED ONS on Days 1, 2, and 3, respectively. The primary outcome was the area under the curve < glucose 70 mg/dL (AUC < 70). The secondary outcomes were other indices of glucose fluctuation and the amount of food and SED ONS intake. RESULTS: Seventeen patients were enrolled. The AUC < 70 did not differ significantly with or without SED ONS over the observation period. SED ONS did not cause postprandial hypoglycemia and prevented nocturnal hypoglycemia. The mean dietary intake did not change significantly during the observation period, and the total energy intake increased significantly according to the amount of SED ONS provided. CONCLUSION: SED ONS after gastrectomy increased the total energy intake without dietary reduction and it did not result in hypoglycemia.


Subject(s)
Hypoglycemia , Malnutrition , Stomach Neoplasms , Humans , Stomach Neoplasms/surgery , Stomach Neoplasms/complications , Blood Glucose Self-Monitoring/adverse effects , Malnutrition/etiology , Blood Glucose , Eating , Dietary Supplements
9.
Laryngoscope Investig Otolaryngol ; 7(6): 2126-2132, 2022 Dec.
Article in English | MEDLINE | ID: mdl-36544954

ABSTRACT

Objectives: To investigate the relationship between cleft width and otitis media (OM) and to determine whether a wide cleft palate (CP) is a risk factor of the incidence, type, amount of middle ear effusion, and prolonged morbidity in OM. Study Design: Retrospective cohort study. Methods: Children with CP who underwent palatoplasty between 2014 and 2018 were analyzed. Cleft width was measured at palatoplasty. The incidence of otitis media with effusion (OME) and acute otitis media (AOM), the type and amount of middle ear effusion, and OME duration and age at resolution were assessed in relation to cleft width. Results: One hundred eighteen children were included. The CP types were Veau I in 16, II in 35, III in 48, and IV in 19 patients. The incidence of OME and AOM before palatoplasty was 83.1% and 49.2%, respectively. Cleft width did not differ significantly between patients with or without OME but was significantly greater in those with, than in those without, AOM (p < .001), in those with mucoid, than in those with serous, effusion (p = .012), and in those with complete, than in those with partial, effusion (p = .01). Regardless of cleft width or type, OME persisted for a median duration of 50 months. Conclusions: Cleft width was significantly associated with the incidence of AOM and the type and amount of middle ear effusion before palatoplasty. However, it was not significantly related to the incidence, age at resolution, or duration of OME. Regardless of cleft width or type, OM in children with CP requires long-term follow-up. Level of Evidence: 2b.

11.
Schizophrenia (Heidelb) ; 8(1): 107, 2022 Nov 25.
Article in English | MEDLINE | ID: mdl-36433958

ABSTRACT

Recent meta-analyses have shown lower zinc and higher copper levels in the serum of people with schizophrenia than in healthy controls. However, the relationship between trace elements (TEs) and the pathophysiology of psychosis, including schizophrenia, remains unclear due to the antipsychotic effects on mineral levels. In this study, we aimed to determine the relationship between zinc and copper levels in hair and psychosis risk among drug-naïve adolescents. This study was conducted as a part of a population-based biomarker subsample study of the Tokyo Teen Cohort Study, including 252 community-dwelling 14-year-old drug-naïve adolescents. Zinc and copper levels in hair were measured using inductively coupled plasma mass spectrometry. The thought problems (TP) scale from the Child Behavior Checklist was used to evaluate psychosis risk. Regression analysis showed that hair zinc levels were negatively correlated with the TP scale (T-score) (ß = -0.176, P = 0.005). This result remained significant after adjusting for age and sex (ß = -0.175, P = 0.005). In contrast, hair copper levels were not associated with the TP scale (T-score) (ß = 0.026, P = 0.687). These findings suggest that lower zinc levels could be involved in the pathophysiology of psychosis, independent of antipsychotics. Further longitudinal studies are required to investigate whether hair zinc level is a useful new biomarker for assessing psychosis risk.

12.
Biochem Biophys Res Commun ; 634: 70-74, 2022 12 17.
Article in English | MEDLINE | ID: mdl-36240651

ABSTRACT

In this study, we measured conjugated and unconjugated free bile acids (BAs) in plasma from patients with schizophrenia and healthy subjects to examine the possibility of BA as a biomarker for schizophrenia. Although the levels of each BA conjugate showed no significant differences, significant differences for three unconjugated bile acids were observed in the plasma between patients with schizophrenia and healthy subjects. Additionally, a more than three times difference between patients and healthy subjects was observed in the mean value of the total concentrations of primary BAs. These results indicate that cholic acid and chenodeoxycholic acid levels in plasma may be novel diagnostic markers for a sub-population of patients with schizophrenia. Thus, future studies should elucidate the relationship between this increase in BA levels and the pathology of schizophrenia and verify the potential of unconjugated BA in plasma as biomarkers for schizophrenia.


Subject(s)
Bile Acids and Salts , Schizophrenia , Humans , Schizophrenia/diagnosis , Chenodeoxycholic Acid , Biomarkers , Plasma
13.
Healthcare (Basel) ; 10(10)2022 Sep 29.
Article in English | MEDLINE | ID: mdl-36292356

ABSTRACT

(1) Background: Even though the comorbidity of obsessive-compulsive disorder (OCD) and a psychotic disorder (PD), such as schizophrenia, is being increasingly recognized, the impact of this comorbidity on the clinical presentation, including insight into obsessive-compulsive symptoms and the functioning of OCD, remains unclear. (2) Methods: To investigate clinical differences between OCD patients with and without PD, 86 Japanese outpatients who met the DSM-IV-TR criteria for OCD were recruited and divided into two groups: 28 OCD patients with PD, and 58 OCD patients without PD. The two groups were cross-sectionally compared in terms of their sociodemographic profiles and clinical characteristics, including the DSM-IV-TR insight specifier and the Global Assessment of Functioning (GAF). (3) Results: The results showed that OCD patients with PD scored lower on both the insight and GAF assessments. (4) Conclusions: The present study suggests that comorbid PD in OCD is a clinical entity.

14.
Front Physiol ; 13: 902979, 2022.
Article in English | MEDLINE | ID: mdl-36277195

ABSTRACT

Background: In severe cases, schizophrenia can result in suicide and social isolation. Diagnosis delay can lead to worsening symptoms, and often results in prolonged therapy. An estimated 50%-80% of patients with schizophrenia are unaware of their condition. Biomarkers for schizophrenia are important for receiving a diagnosis from a psychiatrist at an early stage. Although previous studies have investigated near-infrared spectroscopy as a biomarker for schizophrenia, the required equipment is expensive and not designed for home use. Hence, we developed a novel home-use schizophrenia screening system that uses a wearable device to measure autonomic nervous system responses induced by yoga, which is frequently adopted in rehabilitation for schizophrenia. Materials and methods: The schizophrenia screening system automatically distinguishes patients with schizophrenia from healthy subjects via yoga-induced transient autonomic responses measured with a wearable wireless electrocardiograph (ECG) using linear discriminant analysis (LDA; Z score ≥ 0 → suspected schizophrenia, Z-score < 0 → healthy). The explanatory variables of LDA are averages of four indicators: components of heart rate variability (HRV): the very low-frequency (VLF), the low-frequency (LF), HR, and standard deviation of the NN intervals (SDNN). In the current study, HRV is defined as frequency domain HRV, which is determined by integrating RRI power spectrum densities from 0.0033 to 0.04 Hz (VLF) and 0.04-0.15 Hz (LF), and as time domain HRV, SDNN of which is calculated as the mean of the standard deviations of the RR intervals. These variables were measured before (5 min), during (15 min), and after (5 min) yoga in a 15-min mindfulness-based yoga program for schizophrenia (MYS). The General Health Questionnaire-28 (GHQ28) score was used to assess the severity of mental disorders for patients with schizophrenia and healthy volunteers. Twelve patients with schizophrenia (eight female and four male, 23-60 years old) and 16 healthy volunteers (seven female and nine male, 22-54 years old) were recruited. Results: The schizophrenia screening system achieved sensitivity of 91% and specificity of 81%. Z-scores of LDA were significantly correlated with GHQ28 scores (r = 0.45, p = 0.01). Conclusion: Our proposed system appears to be promising for future automated preliminary schizophrenia screening at home.

15.
Neurol Sci ; 43(12): 6821-6830, 2022 Dec.
Article in English | MEDLINE | ID: mdl-36042062

ABSTRACT

INTRODUCTION: We aimed to clarify the differences in static and dynamic diaphragm parameters between the expiratory and inspiratory phases in amyotrophic lateral sclerosis (ALS). METHODS: Twenty patients with early-stage ALS and 16 healthy controls were enrolled in the study. We measured the amplitudes of compound muscle action potential (phCMAP) by electrical stimulation of the phrenic nerve and the zone of apposition wall thickness of the diaphragm (DT) using ultrasonography. We analyzed the differences in phCMAP (∆phCMAP) and DT (∆DT) between the end-inspiratory and end-expiratory phases and their correlation with forced vital capacity (FVC). RESULTS: The ΔphCMAP (mean 129.7 ± SD 204.7 µV) and ∆DT (0.80 ± 0.88 cm) in patients were significantly smaller than those in controls (348.6 ± 247.7 µV, p = 0.0003 and 1.89 ± 1.10 cm, p = 0.0002, respectively). Although ∆DT was significantly correlated with FVC, we found no correlation between ∆phCMAP and FVC. The phCMAP was paradoxically smaller during inspiration than during expiration in 35% of patients but in none of the controls. CONCLUSION: Dynamic parameters of the diaphragm were abnormal in early-stage ALS. The paradoxical reduction in phCMAP during inspiration may reflect early respiratory dysfunction. Assessment of dynamic abnormalities of the diaphragm may provide helpful information for respiratory management in patients with ALS.


Subject(s)
Amyotrophic Lateral Sclerosis , Diaphragm , Humans , Diaphragm/diagnostic imaging , Amyotrophic Lateral Sclerosis/diagnostic imaging , Phrenic Nerve , Vital Capacity/physiology , Ultrasonography
16.
PLoS One ; 17(7): e0270506, 2022.
Article in English | MEDLINE | ID: mdl-35776734

ABSTRACT

We previously identified a subtype of schizophrenia (SCZ) characterized by increased plasma pentosidine, a marker of glycation and oxidative stress (PEN-SCZ). However, the genetic factors associated with PEN-SCZ have not been fully clarified. We performed a genome-wide copy number variation (CNV) analysis to identify CNVs associated with PEN-SCZ to provide an insight into the novel therapeutic targets for PEN-SCZ. Plasma pentosidine was measured by high-performance liquid chromatography in 185 patients with SCZ harboring rare CNVs detected by array comparative genomic hybridization. In three patients with PEN-SCZ showing additional autistic features, we detected a novel deletion at 7q31.1 within exons 2 and 3 of IMMP2L, which encodes the inner mitochondrial membrane peptidase subunit 2. The deletion was neither observed in non-PEN-SCZ nor in public database of control subjects. IMMP2L is one of the SCZ risk loci genes identified in a previous SCZ genome-wide association study, and its trans-populational association was recently described. Interestingly, deletions in IMMP2L have been previously linked with autism spectrum disorder. Disrupted IMMP2L function has been shown to cause glycation/oxidative stress in neuronal cells in an age-dependent manner. To our knowledge, this is the first genome-wide CNV study to suggest the involvement of IMMP2L exons 2 and 3 in the etiology of PEN-SCZ. The combination of genomic information with plasma pentosidine levels may contribute to the classification of biological SCZ subtypes that show additional autistic features. Modifying IMMP2L functions may be useful for treating PEN-SCZ if the underlying biological mechanism can be clarified in further studies.


Subject(s)
Schizophrenia , Autism Spectrum Disorder , Comparative Genomic Hybridization , DNA Copy Number Variations , Endopeptidases , Exons , Genome-Wide Association Study , Humans , Oxidative Stress , Schizophrenia/genetics , Schizophrenia/pathology
17.
Schizophrenia (Heidelb) ; 8(1): 44, 2022 Apr 27.
Article in English | MEDLINE | ID: mdl-35853893

ABSTRACT

Muscular strength, assessed by handgrip, is a risk indicator for psychiatric disorders, including psychosis. However, the biological mechanisms underlying this association remain unclear. Since advanced glycation end products (AGEs) play a key role in skeletal muscle underdevelopment and psychosis, we examined the role of AGEs in the longitudinal association between muscular strength and psychotic symptoms among adolescents. We first evaluated the direction of the relationship between handgrip strength and urine levels of pentosidine, a representative AGEs in a population-based birth cohort of 1,542 adolescents at ages 12 and 14. Then, we examined the role of AGEs in the longitudinal association between handgrip strength and thought problems (TP), as a psychotic symptom indicator, in a subsample of 256 adolescents at ages 13 and 14. An autoregressive cross-lagged model revealed that handgrip strength at age 12 negatively predicted pentosidine levels at age 14 (ß = -0.20, p < 0.001), whereas pentosidine levels at age 12 did not predict handgrip strength at age 14 (ß = 0.04, p = 0.062). Moreover, pentosidine levels had a significant indirect effect on the relationship between handgrip strength and TP (standard indirect effect = -0.051, p = 0.012), which remained significant after adjusting for gender and preceded TP and pentosidine levels. Thus, adolescents with low muscular strength are at a high risk of developing psychotic symptoms, which could be mediated by AGEs. Future studies need to investigate whether interventions focused on muscular strength prevent the accumulation of AGEs and thereby prevent the development of psychosis.

18.
Biol Psychiatry ; 92(5): 362-374, 2022 09 01.
Article in English | MEDLINE | ID: mdl-35667888

ABSTRACT

BACKGROUND: We aimed to determine the similarities and differences in the roles of genic and regulatory copy number variations (CNVs) in bipolar disorder (BD), schizophrenia (SCZ), and autism spectrum disorder (ASD). METHODS: Based on high-resolution CNV data from 8708 Japanese samples, we performed to our knowledge the largest cross-disorder analysis of genic and regulatory CNVs in BD, SCZ, and ASD. RESULTS: In genic CNVs, we found an increased burden of smaller (<100 kb) exonic deletions in BD, which contrasted with the highest burden of larger (>500 kb) exonic CNVs in SCZ/ASD. Pathogenic CNVs linked to neurodevelopmental disorders were significantly associated with the risk for each disorder, but BD and SCZ/ASD differed in terms of the effect size (smaller in BD) and subtype distribution of CNVs linked to neurodevelopmental disorders. We identified 3 synaptic genes (DLG2, PCDH15, and ASTN2) as risk factors for BD. Whereas gene set analysis showed that BD-associated pathways were restricted to chromatin biology, SCZ and ASD involved more extensive and similar pathways. Nevertheless, a correlation analysis of gene set results indicated weak but significant pathway similarities between BD and SCZ or ASD (r = 0.25-0.31). In SCZ and ASD, but not BD, CNVs were significantly enriched in enhancers and promoters in brain tissue. CONCLUSIONS: BD and SCZ/ASD differ in terms of CNV burden, characteristics of CNVs linked to neurodevelopmental disorders, and regulatory CNVs. On the other hand, they have shared molecular mechanisms, including chromatin biology. The BD risk genes identified here could provide insight into the pathogenesis of BD.


Subject(s)
Autism Spectrum Disorder , Bipolar Disorder , Schizophrenia , Autism Spectrum Disorder/genetics , Bipolar Disorder/genetics , Chromatin , DNA Copy Number Variations/genetics , Genetic Predisposition to Disease , Genome-Wide Association Study/methods , Humans , Schizophrenia/genetics
19.
Front Neurorobot ; 16: 851471, 2022.
Article in English | MEDLINE | ID: mdl-35418846

ABSTRACT

We have reported nanometer-scale three-dimensional studies of brain networks of schizophrenia cases and found that their neurites are thin and tortuous when compared to healthy controls. This suggests that connections between distal neurons are suppressed in microcircuits of schizophrenia cases. In this study, we applied these biological findings to the design of a schizophrenia-mimicking artificial neural network to simulate the observed connection alteration in the disorder. Neural networks that have a "schizophrenia connection layer" in place of a fully connected layer were subjected to image classification tasks using the MNIST and CIFAR-10 datasets. The results revealed that the schizophrenia connection layer is tolerant to overfitting and outperforms a fully connected layer. The outperformance was observed only for networks using band matrices as weight windows, indicating that the shape of the weight matrix is relevant to the network performance. A schizophrenia convolution layer was also tested using the VGG configuration, showing that 60% of the kernel weights of the last three convolution layers can be eliminated without loss of accuracy. The schizophrenia layers can be used instead of conventional layers without any change in the network configuration and training procedures; hence, neural networks can easily take advantage of these layers. The results of this study suggest that the connection alteration found in schizophrenia is not a burden to the brain, but has functional roles in brain performance.

20.
Sensors (Basel) ; 22(4)2022 Feb 18.
Article in English | MEDLINE | ID: mdl-35214493

ABSTRACT

Previous studies using various brain imaging methods have reported prefrontal blood flow disturbances in psychiatric disorders, including schizophrenia and major depressive disorder. In both disorders, alterations of the resting blood flow, in addition to that of the activation in response to task load, have been shown, but the results are not consistent. The present study aimed to examine the anterior prefrontal hemoglobin concentration at the resting state in schizophrenia and depression using near-infrared time-resolved spectroscopy (NIR-TRS), which estimates the optical absorption coefficients and calculates the absolute concentrations of oxygenated (oxy-Hb), deoxygenated (deoxy-Hb), and total (total-Hb; sum of oxy-Hb and deoxy-Hb) hemoglobin. Their ratios to systemic blood hemoglobin concentration (blood-Hb) were also assessed. In agreement with our previous data, total-Hb and total-Hb/blood-Hb in schizophrenia were significantly lower. The present study further revealed that both oxy-Hb/blood-Hb and deoxy-Hb/blood-Hb in schizophrenia were reduced. In depression, total-Hb, total-Hb/blood-Hb, oxy-Hb, and oxy-Hb/blood-Hb were higher than in schizophrenia and were not different from the control. The oxygen saturation (oxy-Hb/total-Hb), in addition to the optical pathlengths, did not show group differences. Lowered oxy-Hb/blood-Hb and deoxy-Hb/blood-Hb together with unchanged oxygen saturation may indicate that the prefrontal blood volume is reduced in schizophrenia. The present findings suggest that NIR-TRS is useful in analyzing the hemodynamic aspects of prefrontal dysfunction in schizophrenia and differentiating schizophrenia from depression.


Subject(s)
Depressive Disorder, Major , Schizophrenia , Blood Volume , Depressive Disorder, Major/diagnostic imaging , Depressive Disorder, Major/psychology , Hemoglobins/analysis , Humans , Prefrontal Cortex/diagnostic imaging , Prefrontal Cortex/physiology , Spectroscopy, Near-Infrared/methods
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