On the function of cell systems in area 18. Part II

In addition to the asymmetry of the spatial coupling and of the specific temporal combination of excitation and inhibition, the non-linearity is very pronounced in area 18. Taking the sequence of a linear operation and a stationary nonlinear characteristic as a model, the experimental findings can be systematized and a cell classification specified which departs from the customary ones. The hypercomplex cell system probably originates in recurrent inhibition and leads to differentiation of the patterns along their contour line. Problems of cell classification and of the type of parallelism in the visual cortex are discussed.This research was supported by DFG Grants Se 251/14 and Se 251/16     

Extraction of objects from structured backgrounds in the cat superior colliculus. Part II

Specific changes occur in the cells of the upper layers of the cat's superior colliculus when a two dimensional noise (background) is superimposed onto a deterministic signal (spot of light). Some of the measurements can be interpreted as meaning that some cells only react to certain relative movements of object (spot) and background (noise). The movement of the visual background is interpreted as environmental movement occurring due to the animal's own movement. The results of the measurements provide all the necessary presuppositions for a distinction between the animal's own velocity and that of the object (Part I). The experimental results can be interpreted with a model. The essential factor for the interpretation is the direction specific behavior of the cells which is bound up with an asymmetrical spatial coupling of the neurons with each other. The decisive advantage of asymmetrical systems for the pattern recognition of moving objects is that they can work without distortion and spatial displacement over large ranges of velocity (Part II).This research was supported by DFG Grant Se 251/7. Prof. Dr.-Ing. W. v. Seelen was in charge of the project     

Extraction of objects from structured backgrounds in the cat superior colliculus. Part I

Specific changes occur in the cells of the upper layers of the cat's supperior collicules when a two dimensional noise (background) is superimposed onto a deterministic signal (spot of light). Some of the measurements can be interpreted as meaning that some cells only react to certain relative movements of object (spot) and background (noise). The movement of the visual background is interpreted as environmental movement occurring due to the animal's own movement. The results of the measurements provide all the necessary presuppositions for a distinction between the animal's own velocity and that of the object (Part I). The experimental results can be interpreted with a model. The essential factor for the interpretation is the direction specific behavior of the cells which is bound up with an asymmetrical spatial coupling of the neurons with each other. The decisive advantage of asymmetrical systems for the pattern recognition of moving objects is that they can work without distortion and spatial displacement over large ranges of velocity (Part II).This research was supported by DFG Grant Se 251/7. Prof. Dr.-Ing. W.v. Seelen was in charge of the project     

On localization of moving objects in the visual system of cats

In cortical areas direction-specific receptive fields occur systematically. Direction specifity is based on unsymmetric coupling of neurons. Such a coupling allows an exact localization of moved stimuli. For this task, the asymmetry in the time domain is compensated for by a spatial asymmetry.This research was supported by DFG grant Se251/9. Professor W. von Seelen was in charge of the project     

Analysis of neuronal networks in the visual system of the cat using statistical signals — Simple and complex cells

Superimposing additively a two-dimensional noise process to deterministic input signals (bars) the neurons of area 17 show a class-specific reaction for the task of signal extraction. Moving both parts of the signals simultaneously and varying the signal to noise ratio (S/N) the simple cells achieve the same performance as resulted from the psychophysical experiment. Type I complex cells extract moving deterministic signals (i.e. bars) from the stationary noise, whereas in the answers of Type II complex cells the statistical parts of the signals predominate. Considering the different cell types each as a series of a linear and a nonlinear system one obtains the cell specific space-time frequency and the amplitude characteristics.This work was supported by DFG Grant Ho 450/6 and Grant Se 251/9     

Stimulus-entrained oscillatory activity propagates as waves from area 18 to 17 in cat visual cortex

Previous studies in cat visual cortex reported that area 18 can actively drive neurons in area 17 through cortico-cortical projections. However, the dynamics of such cortico-cortical interaction remains unclear. Here we used multielectrode arrays to examine the spatiotemporal pattern of neuronal activity in cat visual cortex across the 17/18 border. We found that full-field contrast reversal gratings evoked oscillatory wave activity propagating from area 18 to 17. The wave direction was independent of the grating orientation, and could not be accounted for by the spatial distribution of receptive field latencies, suggesting that the waves are largely mediated by intrinsic connections in the cortex. Different from the evoked waves, spontaneous waves propagated along both directions across the 17/18 border. Together, our results suggest that visual stimulation may enhance the flow of information from area 18 to 17.     

长白落叶松人工林天然更新幼苗分布格局及其研究方法的比较

长白落叶松是东北东部地区主要造林树种之一．该文研究了55a生长白落叶松人工林天然更新幼苗的空间分布格局．测定了样地内（30m×18m）所有天然更新幼苗的坐标、地径和苗高．在幼苗坐标点图的基础上,进行了23个取样尺度（离散尺度）下的相邻格子法的空间格局分析：采用Poisson分布、负二项分布和正二项分布拟合幼苗的离散分布,方差均值比、Morisita指数和最近邻体法确定了空间分布格局,C-指数、Green指数和负二项参数K值度量了它们的聚集强度．利用更新幼苗的坐标点图,采用地统计学中自々半方差分析方法和空间点格局方法（采用Ripley二次分析法）研究了尺度连续变化条件下更新幼苗空间分布格局和聚集强度的变化并确定了其聚集规模,利用最近邻体法的计算方法分析了更新幼苗的自然定植特点．结果表明：1）更新幼苗所有离散尺度下（样方面积从1m^2到18m^2）均呈聚集分布．连续尺度下,在0—10．5m的半径区间内呈聚集分布,在10．5—12．3m的半径区间内呈随机分布．2）离散尺度下（样方面积从1m^2到18m^2）,聚集强度随尺度的增加而增加．连续尺度下,在0．10．5m的半径区间内,聚集强度随尺度的增加表现出先增加后降低的趋势,在半径（尺度）为4．2m处聚集强度最大．3）此次调查的样地范围内天然更新幼苗呈现聚集状态生长的平均最大聚集斑块（聚集规模）的半径为4．79m．4）天然更新幼苗之间的平均距离为0．30-0．42m,更新幼苗生长在与母树相距2．99—3．26m之外的空间．5）相邻格子法（传统的样方方法）和空间点格局分析法对格局的判别和格局强度的确定基本一致,但是空间点格局分析法能够反映出尺度连续变化条件下格局和格局强度的变化．它与最近邻体法和地统计学方法等以种群分布的坐标点图为数据源的     

Adopting a spatially explicit perspective to study the mysterious fairy circles of Namibia

The mysterious ‘fairy circles’ are vegetation‐free discs that cover vast areas along the pro‐Namib Desert. Despite 30 yr of research their origin remains unknown. Here we adopt a novel approach that focuses on analysis of the spatial patterns of fairy circles obtained from representative 25‐ha aerial images of north‐west Namibia. We use spatial point pattern analysis to quantify different features of their spatial structures and then critically inspect existing hypotheses with respect to their ability to generate the observed circle patterns. Our working hypothesis is that fairy circles are a self‐organized vegetation pattern. Finally, we test if an existing partial‐differential‐equation model, that was designed to describe vegetation pattern formation, is able to reproduce the characteristic features of the observed fairy circle patterns. The model is based on key‐processes in arid areas such as plant competition for water and local resource‐biomass feedbacks. The fairy circles showed at all three study areas the same regular spatial distribution patterns, characterized by Voronoi cells with mostly six corners, negative correlations in their size up to a distance of 13 m, and remarkable homogeneity over large spatial scales. These results cast doubts on abiotic gas‐leakage along geological lines or social insects as causal agents of their origin. However, our mathematical model was able to generate spatial patterns that agreed quantitatively in all of these features with the observed patterns. This supports the hypothesis that fairy circles are self‐organized vegetation patterns that emerge from positive biomass‐water feedbacks involving water transport by extended root systems and soil‐water diffusion. Future research should search for mechanisms that explain how the different hypotheses can generate the patterns observed here and test the ability of self‐organization to match the birth‐ and death dynamics of fairy circles and their regional patterns in the density and size with respect to environmental gradients.     

关帝山林区景观要素空间分布及其动态研究

在ＡＲＣ／ＩＮＦＯ支持下,应用ＧＩＳ技术结合景观生态学原理,从一个侧面对关帝册林森林景观空间分布格局进行了分析研究,提出了一套适用于森林景观空间格局分析方法和指标,揭示了研究地区森林景观空间分布动态的一些基本规律,研究结果表明,在ＧＩＳ支持下,通过网格样方全景观取样,采用基准面积样方取值法确定样方观测值,分别景观要素计算Ｍｏｒｉｓｉｔａ指数或Ｅ－指标,可以对研究对象的空间分布特征做出客观的分析,并     

MiR-18a regulates the proliferation,migration and invasion of human glioblastoma cell by targeting neogenin

MiR-17-92 cluster has recently been reported as an oncogene in some tumors. However, the association of miR-18a, an important member of this cluster, with glioblastoma remains unknown. Therefore, this study aims to investigate the expression of miR-18a in glioblastoma and its role in biological behavior of U87 and U251 human glioblastoma cell lines. Quantitative RT-PCR results showed that miR-18a was highly expressed in glioblastoma tissues and U87 and U251 cell lines compared with that in human brain tissues and primary normal human astrocytes, and the expression levels were increased along with the rising pathological grades of glioblastoma. Neogenin was identified as the target gene of miR-18a by dual-luciferase reporter assays. RT-PCR and western blot results showed that its expression levels were decreased along with the rising pathological grades of glioblastoma. Inhibition of miR-18a expression was established by transfecting exogenous miR-18a inhibitor into U87 and U251 cells, and its effects on the biological behavior of glioblastoma cells were studied using CCK-8 assay, transwell assay and flow cytometry. Inhibition of miR-18a expression in U87 and U251 cells significantly up-regulated neogenin, and dramatically suppressed the abilities of cell proliferation, migration and invasion, induced cell cycle arrest and promoted cellular apoptosis. Collectively, these results suggest that miR-18a may regulate biological behavior of human glioblastoma cells by targeting neogenin, and miR-18a can serve as a potential target in the treatment of glioblastoma.     

LRIG1 dictates the chemo-sensitivity of temozolomide (TMZ) in U251 glioblastoma cells via down-regulation of EGFR/topoisomerase-2/Bcl-2

In the current study, we aimed to understand the potential role of leucine-rich repeats and immunoglobulin-like domains 1 (LRIG1) in TMZ-resistance of U251 glioma cells. We established TMZ-resistant U251 clones (U251/TMZ cells), which expressed low level of LRIG1, but high levels of epidermal growth factor receptor (EGFR), topoisomerase-2 (Topo-2) and Bcl-2. Depletion of LRIG1 by the targeted RNA interference (RNAi) upregulated EGFR/Topo-2/Bcl-2 in U251 cells, and the cells were resistant to TMZ. Reversely, over-expression of LRIG1 in U251 cells downregulated EGFR/Topo-2/Bcl-2 expressions, and cells were hyper-sensitive to TMZ. Our data suggested EGFR-dependent mammalian target of rapamycin (mTOR) activation was important for Topo-2 and Bcl-2 expressions in U251/TMZ cells. The EGFR inhibitor and the mTOR inhibitor downregulated Topo-2/Bcl-2 expressions, both inhibitors also restored TMZ sensitivity in U251/TMZ cells. Finally, inhibition of Topo-2 or Bcl-2 by targeted RNAi(s) knockdown or by the corresponding inhibitor re-sensitized U251/TMZ cells to TMZ, indicating that both Topo-2 and Bcl-2 were important for TMZ resistance in the resistant U251 cells. Based on these results, we concluded that LRIG1 inhibits EGFR expression and the downstream signaling activation, interferes with Bcl-2/Topo-2 expressions and eventually sensitizes glioma cells to TMZ.     

Striate, extrastriate and collicular processing of spatial disparity cues

The spatial disparity sensitivity of single units in the primary visual cortex (17-18 border), in extrastriate area 19 and in the superficial layers of the superior colliculus of the cat brain were compared in the present study. Unit recordings were performed in paralyzed and anesthetized animals. Centrally located receptive fields were mapped, separated using prisms and then stimulated simultaneously using two luminous bars optimally adjusted to the size of the excitatory receptive fields. In the three regions studied, cells selective to spatial disparity were found and four classes of disparity sensitivity profiles emerged. Although the disparity sensitivity profiles of the cells in the three regions appeared to have the same general shape, selectivity was clearly different. Cells at the 17-18 border were sharply tuned, those of area 19 were not only less numerous but also less well tuned and collicular cells exhibited coarse selectivity. These differences in selectivity appear to be linked to the projection pattern of the X, Y and W systems to these regions and the roles that these cells might play in vision.     

Morphometric characterization of NK cell subset expressing the Leu-11 antigen in comparison to Leu-7 positive, 11 negative cells

Three subpopulations of human natural killer (NK) cells were identified by immunoelectron microscopy, using combinations of anti-Leu-7 and anti-Leu-11 monoclonal antibodies. For each subpopulation the nuclear area/cellular area ratio (An/Ac) and the perimeter/equivalent circumference ratio were evaluated employing an interactive image analyzer. Leu-11+ cells showed a larger area, a smaller An/Ac and a higher "villousity degree" in comparison to Leu-7+, 11- cells. These differences were proved to be significant using the Kolmogorov-Smirnov two sample test. Previous studies described the existence of distinct cytotoxic capability, recombinant interleukin 2-mediated activation, and ultrastructural features of Leu-11+ in comparison to Leu-7+, 11- cells. This is the first report in which morphometric differences within NK cell subsets are exactly determined.     

Impacts of Yellow River Irrigation Practices on Trace Metals in Surface Water: A Case Study of the Henan-Liaocheng Irrigation Area,China

Large-scale irrigation practices may disturb local hydrologic cycles and distribute trace metals throughout the environment. Reported here is the spatial pattern of trace metals and associated health risks in an agricultural area of China, which has a long history of irrigation with water from the Yellow River. Multivariate statistical analyses and a risk-assessment model were employed to interpret the environmental data. It indicated that Zn, Se, B, Ba, Fe, Mn, Mo, Ni, V, Al, Li, Sr, Be, Cd, Cr, Cu, and Pb were all detected in the surface waters. Compared to drinking water guidelines, the primary trace metal pollution components (Al, Fe, Se, B, Mn, and Zn) exceeded drinking water standards by 40.7%, 14.8%, 29.6%, 25.9%, 11.1%, and 14.8%, respectively. Except for one site that exhibited anomalous metal concentrations, landscape features of trace metals identified a uniform distribution of trace metals for all sample sites. The calculated mean value of Hazard Quotients (HQs) exceeded the USEPA's recommendations by a factor of 2.9 times the threshold value. Primary sources of trace metals were associated with natural deposition, industrial and agrochemical processes, and a mixed source of both geogenic and anthropogenic origins.     

Cortical neuronal connections and reconstruction of visual space

We investigated distribution of retrograde-labelled cells in cortical areas 17, 18, and the transition zone 17/18 of both hemispheres in cats after microiontophoretic horseradish peroxidase (HRP) injections into the single cortical columns of area 17, 18, 19 or 21a. On the base of clustered pattern of intrinsic labelling, asymmetric location of labelled callosal cells that was associated with the appropriate pattern of labelling in layers A and A1 of lateral geniculate nucleus, we suggest that cortical neuronal connections are eye-specific and may provide for each eye a separate binding of visual hemifields. After HRP injections into columns of area 19 or 21a, the disparate inputs from areas 17, 18 and transition zone 17/18 were revealed. Such connections may provide a local depth information and the selection of stereoscopic surfaces in central sectors of visual space.     

Invariant recognition of feature combinations in the visual system

 The operation of a hierarchical competitive network model (VisNet) of invariance learning in the visual system is investigated to determine how this class of architecture can solve problems that require the spatial binding of features. First, we show that VisNet neurons can be trained to provide transform-invariant discriminative responses to stimuli which are composed of the same basic alphabet of features, where no single stimulus contains a unique feature not shared by any other stimulus. The investigation shows that the network can discriminate stimuli consisting of sets of features which are subsets or supersets of each other. Second, a key feature-binding issue we address is how invariant representations of low-order combinations of features in the early layers of the visual system are able to uniquely specify the correct spatial arrangement of features in the overall stimulus and ensure correct stimulus identification in the output layer. We show that output layer neurons can learn new stimuli if the lower layers are trained solely through exposure to simpler feature combinations from which the new stimuli are composed. Moreover, we show that after training on the low-order feature combinations which are common to many objects, this architecture can – after training with a whole stimulus in some locations – generalise correctly to the same stimulus when it is shown in a new location. We conclude that this type of hierarchical model can solve feature-binding problems to produce correct invariant identification of whole stimuli. Received: 4 August 1999 / Accepted in revised form: 11 October 2000     

Machine learning methods for optimal prediction of motor outcome in Parkinson’s disease

PurposeIt is vital to appropriately power clinical trials towards discovery of novel disease-modifying therapies for Parkinson’s disease (PD). Thus, it is critical to improve prediction of outcome in PD patients.MethodsWe systematically probed a range of robust predictor algorithms, aiming to find best combinations of features for significantly improved prediction of motor outcome (MDS-UPDRS-III) in PD. We analyzed 204 PD patients with 18 features (clinical measures; dopamine-transporter (DAT) SPECT imaging measures), performing different randomized arrangements and utilizing data from 64%/6%/30% of patients in each arrangement for training/training validation/final testing. We pursued 3 approaches: i) 10 predictor algorithms (accompanied with automated machine learning hyperparameter tuning) were first applied on 32 experimentally created combinations of 18 features, ii) we utilized Feature Subset Selector Algorithms (FSSAs) for more systematic initial feature selection, and iii) considered all possible combinations between 18 features (262,143 states) to assess contributions of individual features.ResultsA specific set (set 18) applied to the LOLIMOT (Local Linear Model Trees) predictor machine resulted in the lowest absolute error 4.32 ± 0.19, when we firstly experimentally created 32 combinations of 18 features. Subsequently, 2 FSSAs (Genetic Algorithm (GA) and Ant Colony Optimization (ACO)) selecting 5 features, combined with LOLIMOT, reached an error of 4.15 ± 0.46. Our final analysis indicated that longitudinal motor measures (MDS-UPDRS-III years 0 and 1) were highly significant predictors of motor outcome.ConclusionsWe demonstrate excellent prediction of motor outcome in PD patients by employing automated hyperparameter tuning and optimal utilization of FSSAs and predictor algorithms.     

Kidney glomerular explants in serum-free media: role of individual medium components in cell outgrowth

Guinea pig glomeruli were grown for 22 days in a serum-free medium composed of Waymouth's MB 752/1 supplemented with sodium pyruvate, nonessential amino acids, and antibiotics. To this basic medium was added insulin, transferrin, selenium (Se), tri-iodothyronine, or fibronectin (FN) - either singly, or in various combinations - and sequential quantitative studies of the glomerular outgrowths were performed. Total cells in glomerular outgrowths, mitotic index, and glomerular attachment rate were determined and compared with values for glomerular outgrowths in media containing either no additions or all of the above components. FN was required for whole glomerular attachment, while transferrin plus FN was required for mitosis in glomerular cell outgrowths. Insulin and tri-iodothyronine slightly increased glomerular cell outgrowth by slightly increasing whole glomerular attachment, but had little effect on mitosis in glomerular outgrowths. The effect of Se was complex. Se did not affect whole glomerular attachment or mitosis in the presence of transferrin plus FN. However, in a medium containing transferrin, FN, and 3-amino-1,2,4-triazole (AT) (an inhibitor of catalase and glutathione peroxidase), Se increased total cell number but had little effect on the glomerular attachment rate or the mitotic index. Morphologic analysis of glomeruli early in culture suggested that Se may act by decreasing the amount of or delaying the time of cell death. In all of the media tested, total DNA was relatively constant over the course of 22 days, suggesting the possibility that glomerular cells cultured in a serum-free medium are part of a cell renewal system.     

疏勒河流域陆地水储量与植被指数的时空耦合关系

干旱区水资源与植被生长状态的时空变化规律及其耦合关系的研究一直以来都是水文学和生态学等领域研究的重点和热点。以我国干旱区内陆河流域—疏勒河流域为研究区,利用2002—2016期间GRACE卫星反演的陆地水储量变化(TWSA)和MODIS的增强型植被指数(EVI)两个指标开展了基于像元的流域水资源和植被状态的时空格局变化及其耦合关系研究。结果表明:(1)在时间尺度上,疏勒河流域的TWSA和EVI表现出明显的周期性、季节性以及趋势性规律;(2)在空间尺度上,基于像元的流域TWSA和EVI均呈明显的空间异质性;(3)在时空耦合关系方面,年均TWSA与EVI在流域整体尺度上呈中度负相关;在子分区尺度上,中部平原区呈高度负相关,南部山区和北部山区相关性不显著;在像元尺度上,年均TWSA与EVI呈高度负相关、中度负相关、低度负相关的像元分别占全流域的19%、32%和31%;仅有18%的像元呈低度正相关,说明疏勒河流域的TWSA与EVI的时空耦合关系复杂且具有明显的空间异质性和尺度效应。研究结论将为疏勒河流域的水资源优化配置和合理开发利用,以及为实现干旱区的可持续发展提供科学依据。