NPJ Schizophrenia最新文献

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A machine learning approach to predicting psychosis using semantic density and latent content analysis. 使用语义密度和潜在内容分析预测精神病的机器学习方法。
IF 5.4 2区 医学
NPJ Schizophrenia Pub Date : 2019-06-13 DOI: 10.1038/s41537-019-0077-9
Neguine Rezaii, Elaine Walker, Phillip Wolff
{"title":"A machine learning approach to predicting psychosis using semantic density and latent content analysis.","authors":"Neguine Rezaii,&nbsp;Elaine Walker,&nbsp;Phillip Wolff","doi":"10.1038/s41537-019-0077-9","DOIUrl":"https://doi.org/10.1038/s41537-019-0077-9","url":null,"abstract":"<p><p>Subtle features in people's everyday language may harbor the signs of future mental illness. Machine learning offers an approach for the rapid and accurate extraction of these signs. Here we investigate two potential linguistic indicators of psychosis in 40 participants of the North American Prodrome Longitudinal Study. We demonstrate how the linguistic marker of semantic density can be obtained using the mathematical method of vector unpacking, a technique that decomposes the meaning of a sentence into its core ideas. We also demonstrate how the latent semantic content of an individual's speech can be extracted by contrasting it with the contents of conversations generated on social media, here 30,000 contributors to Reddit. The results revealed that conversion to psychosis is signaled by low semantic density and talk about voices and sounds. When combined, these two variables were able to predict the conversion with 93% accuracy in the training and 90% accuracy in the holdout datasets. The results point to a larger project in which automated analyses of language are used to forecast a broad range of mental disorders well in advance of their emergence.</p>","PeriodicalId":19328,"journal":{"name":"NPJ Schizophrenia","volume":"5 1","pages":"9"},"PeriodicalIF":5.4,"publicationDate":"2019-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1038/s41537-019-0077-9","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"37326675","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 112
Impaired illness awareness in schizophrenia and posterior corpus callosal white matter tract integrity. 精神分裂症患者疾病意识受损与后胼胝体白质束完整性。
IF 5.4 2区 医学
NPJ Schizophrenia Pub Date : 2019-04-29 DOI: 10.1038/s41537-019-0076-x
Philip Gerretsen, Tarek K Rajji, Parita Shah, Saba Shahab, Marcos Sanches, Ariel Graff-Guerrero, Mahesh Menon, Bruce G Pollock, David C Mamo, Benoit H Mulsant, Aristotle N Voineskos
{"title":"Impaired illness awareness in schizophrenia and posterior corpus callosal white matter tract integrity.","authors":"Philip Gerretsen,&nbsp;Tarek K Rajji,&nbsp;Parita Shah,&nbsp;Saba Shahab,&nbsp;Marcos Sanches,&nbsp;Ariel Graff-Guerrero,&nbsp;Mahesh Menon,&nbsp;Bruce G Pollock,&nbsp;David C Mamo,&nbsp;Benoit H Mulsant,&nbsp;Aristotle N Voineskos","doi":"10.1038/s41537-019-0076-x","DOIUrl":"https://doi.org/10.1038/s41537-019-0076-x","url":null,"abstract":"<p><p>Impaired illness awareness (Imp-IA) in schizophrenia is associated with interhemispheric imbalance, resulting in left hemisphere dominance, primarily within the posterior parietal area (PPA). This may represent an interhemispheric \"disconnection syndrome\" between PPAs. To test this hypothesis, we aimed to determine if diffusion-based measures of white matter integrity were disrupted in the corpus callosal tracts linking PPAs (i.e., splenium) in patients with Imp-IA in schizophrenia. T1-weighted and diffusion-weighted scans were acquired on a 1.5T GE scanner for 100 participants with a DSM-IV-TR diagnosis of schizophrenia and 134 healthy controls aged 18 to 79 years. The corpus callosal white matter tracts were compared among patients with Imp-IA (n = 40), intact illness awareness (n = 60), and healthy controls. White matter disruption was measured with fractional anisotropy (FA) and mean diffusivity (MD). Group differences in FA were found in the splenium, with patients with Imp-IA having the lowest FA, which remained significant after controlling for sex, age, global cognition, and premorbid intelligence. No group differences in MD were observed. Splenial white matter tracts of the corpus callosum appear compromised in patients with Imp-IA. Transcallosal interhemispheric PPA white matter disruption may represent a \"disconnection syndrome\", manifesting as Imp-IA in schizophrenia. Future studies are required to investigate the effects of noninvasive brain stimulation interventions, such as transcranial direct current or magnetic stimulation, on Imp-IA in association with white matter changes in patients with schizophrenia.</p>","PeriodicalId":19328,"journal":{"name":"NPJ Schizophrenia","volume":"5 1","pages":"8"},"PeriodicalIF":5.4,"publicationDate":"2019-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1038/s41537-019-0076-x","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"37359601","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 12
Altered gene expression in antipsychotic-induced weight gain. 抗精神病药物引起体重增加的基因表达改变。
IF 5.4 2区 医学
NPJ Schizophrenia Pub Date : 2019-04-10 DOI: 10.1038/s41537-019-0075-y
Benedicto Crespo-Facorro, Carlos Prieto, Jesus Sainz
{"title":"Altered gene expression in antipsychotic-induced weight gain.","authors":"Benedicto Crespo-Facorro,&nbsp;Carlos Prieto,&nbsp;Jesus Sainz","doi":"10.1038/s41537-019-0075-y","DOIUrl":"https://doi.org/10.1038/s41537-019-0075-y","url":null,"abstract":"<p><p>Antipsychotic drugs are one of the largest types of prescribed drugs. However, antipsychotic-induced weight gain (AIWG) is a major problem for the patients. AIWG increases cardiovascular and cerebrovascular morbidity and mortality, and reduces quality of life and drug compliance. To characterize changes in gene expression related to AIWG, we sequenced total messenger RNA from the blood samples of two groups of schizophrenia patients before and after 3 months of treatment with antipsychotics. The \"weight gain\" group was defined by an increase of body mass index (BMI) >1.5 points (18 patients; median BMI increase = 2.69) and the \"no weight gain\" group was defined by a change of BMI between <1.0 and >-1.0 points (18 patients; median BMI increase = 0.26). We found 115 genes with significant differential expression in the weight gain group before and after medication and 156 in the no weight gain group before and after medication. The weight gain group was significantly enriched with genes related to \"obesity\" and \"BMI\" (Fisher; p = 0.0002 and 0.01, respectively) according to the Gene Reference into Function (GeneRIF) database. In the no weight gain group, the enrichment was much smaller (Fisher; p = 0.02 and 0.79). This study is a first step toward detecting genetic factors that cause AIWG and to generating prediction tests in future studies with larger data sets.</p>","PeriodicalId":19328,"journal":{"name":"NPJ Schizophrenia","volume":"5 1","pages":"7"},"PeriodicalIF":5.4,"publicationDate":"2019-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1038/s41537-019-0075-y","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"37304241","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 16
Enhanced Dopamine in Prodromal Schizophrenia (EDiPS): a new animal model of relevance to schizophrenia. 前驱精神分裂症(EDiPS)中多巴胺增强:一种与精神分裂症相关的新动物模型。
IF 5.4 2区 医学
NPJ Schizophrenia Pub Date : 2019-03-29 DOI: 10.1038/s41537-019-0074-z
Alice Petty, Xiaoying Cui, Yasvir Tesiram, Deniz Kirik, Oliver Howes, Darryl Eyles
{"title":"Enhanced Dopamine in Prodromal Schizophrenia (EDiPS): a new animal model of relevance to schizophrenia.","authors":"Alice Petty,&nbsp;Xiaoying Cui,&nbsp;Yasvir Tesiram,&nbsp;Deniz Kirik,&nbsp;Oliver Howes,&nbsp;Darryl Eyles","doi":"10.1038/s41537-019-0074-z","DOIUrl":"https://doi.org/10.1038/s41537-019-0074-z","url":null,"abstract":"<p><p>One of the most robust neurochemical abnormalities reported in patients living with schizophrenia is an increase in dopamine (DA) synthesis and release in the dorsal striatum (DS). Importantly, it appears that this increase progresses as a patient transitions from a prodromal stage to the clinical diagnosis of schizophrenia. Here we have recreated this pathophysiology in an animal model by increasing the capacity for DA synthesis preferentially within the DS. To achieve this we administer a genetic construct containing the rate-limiting enzymes in DA synthesis-tyrosine hydroxylase (TH), and GTP cyclohydrolase 1 (GCH1) (packaged within an adeno-associated virus)-into the substantia nigra pars compacta (SNpc) of adolescent animals. We refer to this model as \"Enhanced Dopamine in Prodromal Schizophrenia\" (EDiPS). We first confirmed that the TH enzyme is preferentially increased in the DS. As adults, EDiPS animals release significantly more DA in the DS following a low dose of amphetamine (AMPH), have increased AMPH-induced hyperlocomotion and show deficits in pre-pulse inhibition (PPI). The glutamatergic response to AMPH is also altered, again in the DS. EDiPS represents an ideal experimental platform to (a) understand how a preferential increase in DA synthesis capacity in the DS relates to \"positive\" symptoms in schizophrenia; (b) understand how manipulation of DS DA may influence other neurotransmitter systems shown to be altered in patients with schizophrenia; (c) allow researchers to follow an \"at risk\"-like disease course from adolescence to adulthood; and (d) ultimately allow trials of putative prophylactic agents to prevent disease onset in vulnerable populations.</p>","PeriodicalId":19328,"journal":{"name":"NPJ Schizophrenia","volume":"5 1","pages":"6"},"PeriodicalIF":5.4,"publicationDate":"2019-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1038/s41537-019-0074-z","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"37102313","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 15
Gene expression over the course of schizophrenia: from clinical high-risk for psychosis to chronic stages. 精神分裂症病程中的基因表达:从临床精神病高危到慢性阶段。
IF 5.4 2区 医学
NPJ Schizophrenia Pub Date : 2019-03-28 DOI: 10.1038/s41537-019-0073-0
Vanessa Kiyomi Ota, Patricia Natalia Moretti, Marcos Leite Santoro, Fernanda Talarico, Leticia Maria Spindola, Gabriela Xavier, Carolina Muniz Carvalho, Diogo Ferri Marques, Giovany Oliveira Costa, Renata Pellegrino, Simone de Jong, Quirino Cordeiro, Hakon Hakonarson, Gerome Breen, Cristiano Noto, Rodrigo Affonseca Bressan, Ary Gadelha, Jair de Jesus Mari, Sintia I Belangero
{"title":"Gene expression over the course of schizophrenia: from clinical high-risk for psychosis to chronic stages.","authors":"Vanessa Kiyomi Ota,&nbsp;Patricia Natalia Moretti,&nbsp;Marcos Leite Santoro,&nbsp;Fernanda Talarico,&nbsp;Leticia Maria Spindola,&nbsp;Gabriela Xavier,&nbsp;Carolina Muniz Carvalho,&nbsp;Diogo Ferri Marques,&nbsp;Giovany Oliveira Costa,&nbsp;Renata Pellegrino,&nbsp;Simone de Jong,&nbsp;Quirino Cordeiro,&nbsp;Hakon Hakonarson,&nbsp;Gerome Breen,&nbsp;Cristiano Noto,&nbsp;Rodrigo Affonseca Bressan,&nbsp;Ary Gadelha,&nbsp;Jair de Jesus Mari,&nbsp;Sintia I Belangero","doi":"10.1038/s41537-019-0073-0","DOIUrl":"https://doi.org/10.1038/s41537-019-0073-0","url":null,"abstract":"<p><p>The study of patients with schizophrenia (SZ) at different clinical stages may help clarify what effects could be due to the disease itself, to the pharmacological treatment, or to the disease progression. We compared expression levels of targeted genes in blood from individuals in different stages of SZ: clinical high risk for psychosis (CHR), first episode of psychosis (FEP), and chronic SZ (CSZ). Then, we further verified whether single-nucleotide polymorphisms (SNPs) could be related to gene expression differences. We investigated 12 genes in 394 individuals (27 individuals with CHR, 70 antipsychotic-naive individuals with FEP, 157 CSZ patients, and 140 healthy controls (HCs)). For a subsample, genotype data were also available, and we extracted SNPs that were previously associated with the expression of selected genes in whole blood or brain tissue. We generated a mediation model in which a putative cause (SNP) is related to a presumed effect (disorder) via an intermediate variable (gene expression). MBP and NDEL1 were upregulated in FEP compared to all other groups; DGCR8 was downregulated in FEP compared to HC and CHR; DGCR2 was downregulated in CSZ compared to FEP and HCs; DISC1 was upregulated in schizophrenia compared to controls or FEP, possibly induced by the rs3738398 and rs10864693 genotypes, which were associated with DISC1 expression; and UFD1 was upregulated in CSZ and CHR compared to FEP and HC. Our results indicated changes in gene expression profiles throughout the different clinical stages of SZ, reinforcing the need for staging approaches to better capture SZ heterogeneity.</p>","PeriodicalId":19328,"journal":{"name":"NPJ Schizophrenia","volume":"5 1","pages":"5"},"PeriodicalIF":5.4,"publicationDate":"2019-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1038/s41537-019-0073-0","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"37101484","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 19
Epigenetic clock analysis of blood samples from Japanese schizophrenia patients. 日本精神分裂症患者血液样本的表观遗传时钟分析。
IF 5.4 2区 医学
NPJ Schizophrenia Pub Date : 2019-02-27 DOI: 10.1038/s41537-019-0072-1
Satoshi Okazaki, Ikuo Otsuka, Shusuke Numata, Tadasu Horai, Kentaro Mouri, Shuken Boku, Tetsuro Ohmori, Ichiro Sora, Akitoyo Hishimoto
{"title":"Epigenetic clock analysis of blood samples from Japanese schizophrenia patients.","authors":"Satoshi Okazaki,&nbsp;Ikuo Otsuka,&nbsp;Shusuke Numata,&nbsp;Tadasu Horai,&nbsp;Kentaro Mouri,&nbsp;Shuken Boku,&nbsp;Tetsuro Ohmori,&nbsp;Ichiro Sora,&nbsp;Akitoyo Hishimoto","doi":"10.1038/s41537-019-0072-1","DOIUrl":"https://doi.org/10.1038/s41537-019-0072-1","url":null,"abstract":"<p><p>The accelerated aging hypothesis of schizophrenia (SCZ) has been proposed. DNA methylation profiles were developed for determining \"epigenetic age.\" Here, we assessed intrinsic and extrinsic epigenetic age acceleration (IEAA and EEAA, respectively) in SCZ. We examined two independent cohorts of Japanese ancestry. The first cohort consisted of 80 patients with SCZ under long-term or repeated hospitalization and 40 controls, with the economical DNA pooling technique. The second cohort consisted of 24 medication-free patients with SCZ and 23 controls. Blood of SCZ subjects exhibited decreased EEAA in the first cohort (p = 0.0162), but not in the second cohort. IEAA did not differ in either cohort. We performed replication analyses using publicly available datasets from European ancestry (three blood and one brain datasets). One blood dataset showed increased EEAA in SCZ (p = 0.0228). Overall, our results provide evidence for decreased EEAA in SCZ associated with hospitalization in the Japanese population.</p>","PeriodicalId":19328,"journal":{"name":"NPJ Schizophrenia","volume":"5 1","pages":"4"},"PeriodicalIF":5.4,"publicationDate":"2019-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1038/s41537-019-0072-1","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"37007238","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 28
The expression of long noncoding RNA NEAT1 is reduced in schizophrenia and modulates oligodendrocytes transcription. 长链非编码RNA NEAT1在精神分裂症中表达减少并调节少突胶质细胞转录。
IF 5.4 2区 医学
NPJ Schizophrenia Pub Date : 2019-01-29 DOI: 10.1038/s41537-019-0071-2
Pavel Katsel, Panos Roussos, Peter Fam, Sonia Khan, Weilun Tan, Tetsuro Hirose, Shinichi Nakagawa, Mikhail V Pletnikov, Vahram Haroutunian
{"title":"The expression of long noncoding RNA NEAT1 is reduced in schizophrenia and modulates oligodendrocytes transcription.","authors":"Pavel Katsel,&nbsp;Panos Roussos,&nbsp;Peter Fam,&nbsp;Sonia Khan,&nbsp;Weilun Tan,&nbsp;Tetsuro Hirose,&nbsp;Shinichi Nakagawa,&nbsp;Mikhail V Pletnikov,&nbsp;Vahram Haroutunian","doi":"10.1038/s41537-019-0071-2","DOIUrl":"https://doi.org/10.1038/s41537-019-0071-2","url":null,"abstract":"<p><p>Oligodendrocyte (OLG)-related abnormalities have been broadly observed in schizophrenia (SZ); however, the etiology of these abnormalities remains unknown. As SZ is broadly believed to be a developmental disorder, the etiology of the myelin abnormalities in SZ may be related to OLG fate specification during development. Noncoding RNAs (ncRNAs) are an important part of multifaceted transcriptional complexes participating in neurogenic commitment and regulation of postmitotic cell function. The long ncRNA, NEAT1, is a structural component of paraspeckles (subnuclear bodies in interchromatin regions) that may control activity of developmental enhancers of OLG fate specification. Gene expression studies of multiple cortical regions from individuals with SZ showed strong downregulation of NEAT1 levels relative to controls. NEAT1-deficient mice show significant decreases in the numbers of OLG-lineage cells in the frontal cortex. To gain further insight into biological processes affected by NEAT1 deficiency, we analyzed RNA-seq data from frontal cortex of NEAT1<sup>-/-</sup> mice. Analyses of differentially expressed gene signature from NEAT1<sup>-/-</sup> mice revealed a significant impact on processes related to OLG differentiation and RNA posttranscriptional modification with the underlying mechanisms involving Wnt signaling, cell contact interactions, and regulation of cholesterol/lipid metabolism. Additional studies revealed evidence of co-expression of SOX10, an OLG transcription factor, and NEAT1, and showed enrichment of OLG-specific transcripts in NEAT1 purified chromatin isolates from human frontal cortex. Reduced nuclear retention of quaking isoform 5 in NEAT1<sup>-/-</sup> mice shed light on possible mechanism(s) responsible for reduced expression of OLG/myelin proteins and supported the involvement of NEAT1 in oligodendrocyte function.</p>","PeriodicalId":19328,"journal":{"name":"NPJ Schizophrenia","volume":"5 1","pages":"3"},"PeriodicalIF":5.4,"publicationDate":"2019-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1038/s41537-019-0071-2","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"36909434","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 56
Towards artificial intelligence in mental health by improving schizophrenia prediction with multiple brain parcellation ensemble-learning. 用多脑分割集成学习改进精神分裂症预测,迈向人工智能在心理健康中的应用。
IF 5.4 2区 医学
NPJ Schizophrenia Pub Date : 2019-01-18 DOI: 10.1038/s41537-018-0070-8
Sunil Vasu Kalmady, Russell Greiner, Rimjhim Agrawal, Venkataram Shivakumar, Janardhanan C Narayanaswamy, Matthew R G Brown, Andrew J Greenshaw, Serdar M Dursun, Ganesan Venkatasubramanian
{"title":"Towards artificial intelligence in mental health by improving schizophrenia prediction with multiple brain parcellation ensemble-learning.","authors":"Sunil Vasu Kalmady,&nbsp;Russell Greiner,&nbsp;Rimjhim Agrawal,&nbsp;Venkataram Shivakumar,&nbsp;Janardhanan C Narayanaswamy,&nbsp;Matthew R G Brown,&nbsp;Andrew J Greenshaw,&nbsp;Serdar M Dursun,&nbsp;Ganesan Venkatasubramanian","doi":"10.1038/s41537-018-0070-8","DOIUrl":"https://doi.org/10.1038/s41537-018-0070-8","url":null,"abstract":"<p><p>In the literature, there are substantial machine learning attempts to classify schizophrenia based on alterations in resting-state (RS) brain patterns using functional magnetic resonance imaging (fMRI). Most earlier studies modelled patients undergoing treatment, entailing confounding with drug effects on brain activity, and making them less applicable to real-world diagnosis at the point of first medical contact. Further, most studies with classification accuracies >80% are based on small sample datasets, which may be insufficient to capture the heterogeneity of schizophrenia, limiting generalization to unseen cases. In this study, we used RS fMRI data collected from a cohort of antipsychotic drug treatment-naive patients meeting DSM IV criteria for schizophrenia (N = 81) as well as age- and sex-matched healthy controls (N = 93). We present an ensemble model -- EMPaSchiz (read as 'Emphasis'; standing for 'Ensemble algorithm with Multiple Parcellations for Schizophrenia prediction') that stacks predictions from several 'single-source' models, each based on features of regional activity and functional connectivity, over a range of different a priori parcellation schemes. EMPaSchiz yielded a classification accuracy of 87% (vs. chance accuracy of 53%), which out-performs earlier machine learning models built for diagnosing schizophrenia using RS fMRI measures modelled on large samples (N > 100). To our knowledge, EMPaSchiz is first to be reported that has been trained and validated exclusively on data from drug-naive patients diagnosed with schizophrenia. The method relies on a single modality of MRI acquisition and can be readily scaled-up without needing to rebuild parcellation maps from incoming training images.</p>","PeriodicalId":19328,"journal":{"name":"NPJ Schizophrenia","volume":"5 1","pages":"2"},"PeriodicalIF":5.4,"publicationDate":"2019-01-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1038/s41537-018-0070-8","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"36878514","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 60
Region-specific inhibition of 14-3-3 proteins induces psychomotor behaviors in mice. 14-3-3蛋白的区域特异性抑制诱导小鼠精神运动行为。
IF 5.4 2区 医学
NPJ Schizophrenia Pub Date : 2019-01-14 DOI: 10.1038/s41537-018-0069-1
Kourtney Graham, Jiajing Zhang, Haifa Qiao, Yuying Wu, Yi Zhou
{"title":"Region-specific inhibition of 14-3-3 proteins induces psychomotor behaviors in mice.","authors":"Kourtney Graham,&nbsp;Jiajing Zhang,&nbsp;Haifa Qiao,&nbsp;Yuying Wu,&nbsp;Yi Zhou","doi":"10.1038/s41537-018-0069-1","DOIUrl":"https://doi.org/10.1038/s41537-018-0069-1","url":null,"abstract":"<p><p>The 14-3-3 family of proteins is genetically linked to several psychiatric disorders, including schizophrenia. Our 14-3-3 functional knockout (FKO) mice, as well as other 14-3-3 knockout models, have been shown to exhibit behavioral endophenotypes related to schizophrenia. While specific forebrain regions, such as the prefrontal cortex (PFC) and hippocampus (HP), have been implicated in schizophrenic pathophysiology, the role of these brain regions in the top-down control of specific schizophrenia-associated behaviors has not been examined. Here, we used an adeno-associated virus (AAV) delivered shRNA to knock down the expression of the 14-3-3-inhibitor transgene, thus selectively restoring the function of 14-3-3 in the forebrain of the 14-3-3 FKO mice, we found that injection of the AAV-shRNA into both the PFC and the HP is necessary to attenuate psychomotor activity of the 14-3-3 FKO mice. Furthermore, we found that acute inhibition of 14-3-3, through the delivery of an AAV expressing the 14-3-3 inhibitor to both the PFC and HP, can trigger psychomotor agitation. Interestingly, when assessing the two brain regions separately, we determined that AAV-mediated expression of the 14-3-3 inhibitor specifically within the HP alone is sufficient to induce several behavioral deficits including hyperactivity, impaired associative learning and memory, and reduced sensorimotor gating. In addition, we show that post-synaptic NMDA receptor levels are regulated by acute 14-3-3 manipulations. Taken together, findings from this study directly link 14-3-3 inhibition in specific forebrain regions to certain schizophrenia-associated endophenotypes.</p>","PeriodicalId":19328,"journal":{"name":"NPJ Schizophrenia","volume":"5 1","pages":"1"},"PeriodicalIF":5.4,"publicationDate":"2019-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1038/s41537-018-0069-1","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"36852970","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 12
Ultrastructural pathology of oligodendrocytes adjacent to microglia in prefrontal white matter in schizophrenia. 精神分裂症患者前额叶白质小胶质细胞旁少突胶质细胞超微结构病理学研究。
IF 5.4 2区 医学
NPJ Schizophrenia Pub Date : 2018-12-13 DOI: 10.1038/s41537-018-0068-2
Natalya A Uranova, Olga V Vikhreva, Valentina I Rakhmanova, Diana D Orlovskaya
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引用次数: 30
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