Neural networks in the study of the brain

Neural networks are models of the brain and have been used within Artificial Intelligence to provide alternative explanations to the symbolic explanations of cognition in which one assumes that an intelligent system has certain explicit representations of some aspect of the world and uses these in intelligent behavior. Obviously, if neural networks are indeed good models of the brain, and give a satisfactory account of cognition, then they could be a valuable tool to neuroscientists. This article gives a brief overview of the various neural network models, and critically reviews their status as models of the brain and of cognition.     

Granulocyte-macrophage colony stimulating factor inhibits class II major histocompatibility complex expression and antigen presentation by microglia

Granulocyte-macrophage colony stimulating factor (GM-CSF) modulates various functions of monocytes/ macrophages including antigen-presenting capacity. Recently it was found that astrocytes produce GM-CSF in the central nervous system (CNS) and that GM-CSF can induce proliferation and morphological changes of microglia. Here we show that GM-CSF can down regulate the interferon-γ-mediated induction of major histocompatibility complex (MHC) class II antigens in microglia, but not in astrocytes. GM-CSF pretreatment completely prevents myelin basic protein-specific T cell proliferation induced by microglia but not astrocytes. GM-CSF did not affect the cell surface expression on microglia of either MHC class I or cell adhesion molecules. The inhibition of microglial MHC class II expression and antigen-presenting function is specific for GM-CSF, as treatment with a different CSF (interleukin-3) did not modulate microglial phenotype or functional capacity. These data suggest that GM-CSF might be involved in the regulation of immune responses within the central nervous system.     

重性抑郁障碍患者躯体症状与脑源性神经营养因子和炎性因子的相关性研究

背景 大量证据表明抑郁障碍患者的躯体症状的风险比正常人高,但躯体易感性的机制尚不明确。部分研究认为前者脑源性神经营养因子前体(ProBDNF)、炎性因子水平比正常人高,而这是否与伴随的躯体症状有关还没有明确的结论。目的 探讨重性抑郁障碍(MDD)患者躯体症状与脑源性神经营养因子(BDNF)、炎性因子的特征及其相关性。方法 选取2019年2月至2020年12月山西医科大学第一医院精神卫生科门诊或住院部MDD患者59例与同期社区招募的健康志愿者32例作为研究对象。根据躯体化症状自评量表(SSS)将MDD患者分为伴躯体症状抑郁障碍(SD)组37例(SSS总分>36分)和不伴躯体症状抑郁障碍(NSD)组22例(SSS总分≤36分),32例健康志愿者为健康对照组(HC组)。收集临床资料,包括性别、年龄、受教育年限、17项汉密尔顿抑郁量表(HAMD-17)评分、SSS评分、BDNF、ProBDNF与炎性因子[C反应蛋白(CRP)、白介素4(IL-4)、白介素6(IL-6)、白介素10(IL-10)、白介素18(IL-18)、白介素23a(IL-23a)、高迁移率族蛋白B1(HMGB1)、肿瘤...     

The role of imperatives in psychopathology: A reply to Ellis

In his recent formulations of rational emotive therapy (RET), Ellis (1985) has increasingly emphasized what he believes to be the central role of necessitous thinking or musturbation in the development of depression. In his most recent article (Ellis, 1987), he suggests that necessitous thinking is the primary cognitive component of depression and that RET stands alone in its recognition of the role of this cognitive element. The present study addressed three issues raised by Ellis's paper: (1) Clarify whether necessitous thinking has been neglected by other cognitive theorists, (2) test empirically the role of necessitou thinking in depression relative to other established cognitive constructs, e.g., the cognitive triad (Beck, 1967), and (3) determine whether necessitous thinking is particularly salient in depression as compared with other forms of psychopathology. It was predicted that necessitous thinking would be found in other forms of psychology in addition to depression, and this was confirmed. The results are discussed as highlighting the importance of empirically testing theoretical predictions.From the Foundation for Cognitive Therapy.     

Ia-expressing microglial cells in experimental allergic encephalomyelitis in rats

Summary Monoclonal antibodies (MRC OX-6 and OX-17) recognized three types of cells expressing Ia antigen during the course of acute experimental allergic encephalomyelitis (EAE) in rats. In earlier stages of the disease, in animals with or without paralysis, Ia antigens were mostly localized to subarachnoidal and perivascular lymphocytic and histiocytic cell infiltrates, possibly serving as antigen-presenting cells. On the other hand, in convalescent rats, Ia antigens were expressed in a large number of cells with dendritic processes heavily populating the spinal gray matter. The appearance of these Ia-expressing cells in the convalescent stage coincided with the development of degenerating axon terminals in the spinal gray matter. These Ia-expressing cells possessed morphological features characteristic of microglia and were positive for ML-1 lectin but did not express glial fibrillary acidic protein. Immune electron microscopy disclosed the presence of Ia reaction products in the Golgi apparatus, endoplasmic reticulum and plasma membrane of these cells with dendritic processes, indicating active synthesis of Ia molecules in microglia. In addition, Ia antigens were localized to the cells with ultrastructural features of macrophages. Thus, Ia-expressing cells in EAE seems to play dual roles: the induction of immunological reactions during earlier stages and the participation in reparative processes during convalescence.Supported by Grants-in-aid from the Ministry of Health and Welfare for Intractable Neuroimmunological Diseases and from the Ministry of Education, Science and Culture (Project 61570380 to HK)     

Non-pathogenic Entamoeba histolytica: functional and biochemical characterization of a monoxenic strain

We have cultured under monoxenic conditions and characterized an Entamoeba histolytica clone, MAV-I CINVESTAV (MAV-I), obtained from feces from an asymptomatic carrier. The clone shows the non-pathogenic E. histolytica zymodeme type I, which did not change through the process of monoxenization. Clone MAV-I was non-pathogenic in both in vivo and in vitro tests, and it did not have a functional 112-kDa adhesin. As far as we know, this is the first non-pathogenic monoxenic strain reported. Clone A (strain HM1:IMSS), a highly virulent clone with pathogenic zymodeme type II, and which has the 112-kDa adhesin, was used as a control. Protein patterns from both clones were almost identical in one-dimensional gels. In two-dimensional gels, differences in high-molecular-weight proteins were detected. Clone MAV-I adhered and phagocytosed only 12% of the red blood cells adhered and phagocytosed by clone A. MAV-I trophozoites did not destroy cell culture monolayers and did not produce hepatic abscesses in hamsters. They also showed deficiency in protease activity. The absence of virulence in clone MAV-I correlated directly with the absence of a functional 112-kDa adhesin, supporting the role that this protein plays in virulence.     

Elongated peptides,not the predicted nonapeptide stimulate a major histocompatibility complex class I-restricted cytotoxic T lymphocyte clone with specificity for a bacterial heat shock protein

The peptides recognized by an H-2D^b-restricted CD8 cytotoxic T lymphocyte (CTL) clone which is specific for the 60-kDa mycobacterial heat shock protein (hsp) and cross-reacts with stressed host cells were characterized. None of the nonapeptides from hsp60 conforming to the H-2D^b binding motif were able to sensitize target cells for lysis by this CTL clone. Sequence analysis of the stimulatory fraction from a trypsin digest of hsp60, together with synthetic peptide studies, defined a cluster of overlapping epitopes. Carboxy-terminal extension by at least one amino acid of the nonamer predicted to bind best to H-2D^b was essential for CTL recognition. Two such elongated peptides, a 10-mer and a 12-mer stimulated the clone at similarly low concentrations in the 100 pM range. We assume that these two peptides comply best with the natural epitope. In contrast, the 11-mer was inactive. The stimulatory 10-mer bound to H-2D^b with an efficacy similar to that of the nonapeptide corresponding to the H-2D^b motif, as revealed by peptide induced major histocompatibility complex (MHC) surface expression on RMA-S cells and competitive blocking of epitope recognition by the nonamer. Binding of these carboxy-terminally extended peptides to the MHC groove can be explained by anchoring through the amino acid residue Asn in position 5 of the peptide and by intrusion of the hydrophobic carboxy-terminal Ala (10-mer) or Leu (12-mer), but not Gly (11-mer), into the hydrophobic pocket of the H-2D^b cleft. Because the carboxy-terminal part is thus larger than predicted this region of the peptide may arch up from the binding groove. We assume that recognition of steric components of the MHC/peptide complex broaden the range of epitope specificity for a single T cell receptor. This flexibility not only promotes recognition of several overlapping peptides from a single antigen, but may also increase the chance of cross-reaction with similar peptides from unrelated proteins, including autoantigens. Consistent with this latter assumption, the T cell clone cross-recognizes mycobacterial hsp60 and stressed host cells.     

Editorial: Genetics of Brain Function and Cognition

There is overwhelming evidence for the existence of substantial genetic influences on individual differences in general and specific cognitive abilities, especially in adults. The actual localization and identification of genes underlying variation in cognitive abilities and intelligence has only just started, however. Successes are currently limited to neurological mutations with rather severe cognitive effects. The current approaches to trace genes responsible for variation in the normal ranges of cognitive ability consist of large scale linkage and association studies. These are hampered by the usual problems of low statistical power to detect quantitative trait loci (QTLs) of small effect. One strategy to boost the power of genomic searches is to employ endophenotypes of cognition derived from the booming field of cognitive neuroscienceThis special issue of Behavior Genetics reports on one of the first genome-wide association studies for general IQ. A second paper summarizes candidate genes for cognition, based on animal studies. A series of papers then introduces two additional levels of analysis in the black box between genes and cognitive ability: (1) behavioral measures of information-processing speed (inspection time, reaction time, rapid naming) and working memory capacity (performance on on single or dual tasks of verbal and spatio-visual working memory), and (2) electrophyiosological derived measures of brain function (e.g., event-related potentials). The obvious way to assess the reliability and validity of these endophenotypes and their usefulness in the search for cognitive ability genes is through the examination of their genetic architecture in twin family studies. Papers in this special issue show that much of the association between intelligence and speed-of-information processing/brain function is due to a common gene or set of genes, and thereby demonstrate the usefulness of considering these measures in gene-hunting studies for IQ.     

The Genetic Relationship Between Social Cognition and Conduct Problems

Studies of children and adolescents with conduct problems suggest both genetic and environmental influences on population variance. Any genetic influence is likely to be complex and to act via mediating attributes of personality or cognitive style. One potential mediating attribute is social cognitive ability, as conduct problems have been shown to be associated with deficient social cognitive skills. The current investigation has examined the correlation between conduct problems and social cognition and has investigated the genetic and environmental influences on these measures and their covariation using a twin design. A population-based sample of twins aged 5-17 was used to examine the genetic relationship between conduct problems and social cognition using parent-report questionnaires. Conduct problems and social cognition were found to be highly correlated and to share common genetic influences that accounted for about half the covariation in scores. Each phenotype was subject to its own environmental influences that were not shared.     

军团菌MOMPS基因的克隆并在原核系统中表达

以军团菌DNA为模板，PCR扩增获得军团菌主要外膜蛋白基因（Major outer membrane protein gene，ompS），与原核表达质粒pUC18定向重组，构建重组质粒，转化大肠杆菌BL21，并用限制性酶酶切分析、聚合酶链式反应、核酸序列分析、十二烷基磺酸钠-聚丙烯酰胺凝胶电泳、Western印迹进行鉴定。实验结果表明我们扩增出了军团菌914bp的ompS基因，成功构建了重组质粒pLPompS，并在原核系统中得到了表达。