Feature issue introduction: light, energy and the environment, 2014

This feature issue highlights contributions from authors who presented their research at the OSA Light, Energy and the Environment Congress, held in Canberra, Australia from 2-5 December, 2014.

Feature integration in pattern perception

The human visual system is able to effortlessly integrate local features to form our rich perception of patterns, despite the fact that visual information is discretely sampled by the retina and cortex. By using a novel perturbation technique, we show that the mechanisms by which features are integrated into coherent percepts are scale-invariant and nonlinear (phase and contrast polarity independent). They appear to operate by assigning position labels or “place tags” to each feature. Specifically, in the first series of experiments, we show that the positional tolerance of these place tags in foveal, and peripheral vision is about half the separation of the features, suggesting that the neural mechanisms that bind features into forms are quite robust to topographical jitter. In the second series of experiment, we asked how many stimulus samples are required for pattern identification by human and ideal observers. In human foveal vision, only about half the features are needed for reliable pattern interpolation. In this regard, human vision is quite efficient (ratio of ideal to real ≈ 0.75). Peripheral vision, on the other hand is rather inefficient, requiring more features, suggesting that the stimulus may be relatively underrepresented at the stage of feature integration.

The central structural feature of the membrane fusion protein subunit from the Ebola virus glycoprotein is a long triple-stranded coiled coil

The ectodomain of the Ebola virus Gp2 glycoprotein was solubilized with a trimeric, isoleucine zipper derived from GCN4 (pIIGCN4) in place of the hydrophobic fusion peptide at the N terminus. This chimeric molecule forms a trimeric, highly α-helical, and very thermostable molecule, as determined by chemical crosslinking and circular dichroism. Electron microscopy indicates that Gp2 folds into a rod-like structure like influenza HA2 and HIV-1 gp41, providing further evidence that viral fusion proteins from diverse families such as Orthomyxoviridae (Influenza), Retroviridae (HIV-1), and Filoviridae (Ebola) share common structural features, and suggesting a common membrane fusion mechanism.

Formation of temporal-feature maps by axonal propagation of synaptic learning

Computational maps are of central importance to a neuronal representation of the outside world. In a map, neighboring neurons respond to similar sensory features. A well studied example is the computational map of interaural time differences (ITDs), which is essential to sound localization in a variety of species and allows resolution of ITDs of the order of 10 μs. Nevertheless, it is unclear how such an orderly representation of temporal features arises. We address this problem by modeling the ontogenetic development of an ITD map in the laminar nucleus of the barn owl. We show how the owl's ITD map can emerge from a combined action of homosynaptic spike-based Hebbian learning and its propagation along the presynaptic axon. In spike-based Hebbian learning, synaptic strengths are modified according to the timing of pre- and postsynaptic action potentials. In unspecific axonal learning, a synapse's modification gives rise to a factor that propagates along the presynaptic axon and affects the properties of synapses at neighboring neurons. Our results indicate that both Hebbian learning and its presynaptic propagation are necessary for map formation in the laminar nucleus, but the latter can be orders of magnitude weaker than the former. We argue that the algorithm is important for the formation of computational maps, when, in particular, time plays a key role.

Seeing properties of an invisible object: Feature inheritance and shine-through

We characterize a class of spatio-temporal illusions with two complementary properties. Firstly, if a vernier stimulus is flashed for a short time on a monitor and is followed immediately by a grating, the latter can express features of the vernier, such as its offset, its orientation, or its motion (feature inheritance). Yet the vernier stimulus itself remains perceptually invisible. Secondly, the vernier can be rendered visible by presenting gratings with a larger number of elements (shine-through). Under these conditions, subjects perceive two independent “objects” each carrying their own features. Transition between these two domains can be effected by subtle changes in the spatio-temporal layout of the grating. This should allow psychophysicists and electrophysiologists to investigate feature binding in a precise and quantitative manner.

Significance of some previously unrecognized apomorphies in the nasal region of Homo neanderthalensis.

For many years, the Neanderthals have been recognized as a distinctive extinct hominid group that occupied Europe and western Asia between about 200,000 and 30,000 years ago. It is still debated, however, whether these hominids belong in their own species, Homo neanderthalensis, or represent an extinct variant of Homo sapiens. Our ongoing studies indicate that the Neanderthals differ from modern humans in their skeletal anatomy in more ways than have been recognized up to now. The purpose of this contribution is to describe specializations of the Neanderthal internal nasal region that make them unique not only among hominids but possibly among terrestrial mammals in general as well. These features lend additional weight to the suggestion that Neanderthals are specifically distinct from Homo sapiens.

Distinct desmocollin isoforms occur in the same desmosomes and show reciprocally graded distributions in bovine nasal epidermis.

The adhesive core of the desmosome is composed of cadherin-like glycoproteins of two families, desmocollins and desmogleins. Three isoforms of each are expressed in a tissue-specific and developmentally regulated pattern. In bovine nasal epidermis, the three desmocollin (Dsc) isoforms are expressed in overlapping domains; Dsc3 expression is strongest in the basal layer, while Dsc2 and Dsc1 are strongly expressed in the suprabasal layers. Herein we have investigated whether different isoforms are assembled into the same or distinct desmosomes by performing double immunogold labeling using isoform-specific antibodies directed against Dsc1 and Dsc3. The results show that individual desmosomes harbor both isoforms in regions where their expression territories overlap. Quantification showed that the ratio of the proteins in each desmosome altered gradually from basal to immediately suprabasal and upper suprabasal layers, labeling for Dsc1 increasing and Dsc3 decreasing. Thus desmosomes are constantly modified as cells move up the epidermis, with continuing turnover of the desmosomal glycoproteins. Statistical analysis of the quantitative data showed a possible relationship between the distributions of the two isoforms. This gradual change in desmosomal composition may constitute a vertical adhesive gradient within the epidermis, having important consequences for cell positioning and differentiation.

Resposta imune do antígeno de superfície de hepatite B administrado via nasal em nanopartículas de quitosana liofilizadas

A nanotecnologia tornou possível estruturar nanopartículas (NPs), utilizando-se polímeros biodegradáveis e atóxicos, como a quitosana (QS) - capaz de carrear e disponibilizar antígenos para a mucosa, devido sua propriedade mucoadesiva. Uma vacina liofilizada, em comparação a uma formulação líquida, possui inúmeras vantagens, tais como melhora na estabilidade do produto e melhor resistência às variações de temperatura, aumentando sua vida de prateleira e possibilitando melhor logística do produto aos locais onde o acesso à rede refrigerada é difícil; ademais, um produto liofilizado tem sua mucoadesividade aumentada, possibilitando maior tempo de permanência na mucosa. O presente trabalho teve como objetivo observar a resposta imune, em camundongos, de uma vacina desenvolvida por um mecanismo de entrega intranasal do HBsAg (Antígeno de superfície da Hepatite B) encapsulado pelo método de incorporação em nanopartículas de quitosana (NPs) liofilizadas. A formação das NPs foi realizada pela interação eletroestática da quitosana e do TPP (tripolifosfato de sódio), utilizando método de geleificação iônica. Formulações de NPs com glicina 5% apresentaram boas características após reconstituição, umidade residual inferior a 1% e processo de liofilização de 13 horas. Foi avaliada a imunogenicidade da inoculação do HBsAg em formulações de NPs de quitosana líquida e liofilizada, verificando-se que a forma líquida produziu anticorpos IgG contra HBsAg.

Efeitos do oxigênio umidificado e não umidificado via cateter nasal sobre o transporte mucociliar e muco nasal

O transporte mucociliar (TMC) é um mecanismo básico de defesa do sistema respiratório necessário na resistência à infecção. A efetividade desse mecanismo de defesa depende da composição e profundidade do muco, da integridade e da função dos cílios e da interação muco-cílio. O objetivo deste estudo foi investigar os efeitos crônicos do oxigenoterapia de baixo fluxo via cateter nasal com e sem umidificação sobre o TMC nasal, nas propriedades físicas do muco, na inflamação e nos sintomas de vias aéreas em pacientes com hipoxemia crônica com necessidade de oxigenoterapia domiciliar de longo prazo (>15 horas/dia). Dezoito pacientes (idade média de 68 anos, 7 do sexo masculino, índice de massa corpórea (IMC) médio de 26 kg/m2, 66% com doença pulmonar obstrutiva crônica (DPOC), 60% com hipertensão arterial (HAS) e ex-tabagistas) iniciando oxigenoterapia de baixo fluxo via cateter nasal foram randomizados para o grupo Oxigênio Seco (n=10) ou Oxigênio Umidificado (n=9). Os pacientes foram avaliados nos tempos: basal, 12 horas, 7 dias, 30 dias, 12 meses e 24 meses para o TMC nasal por meio do teste de trânsito da sacarina, as propriedades físicas do muco por meio de ângulo de contato, a inflamação por meio de quantificação do número total de células e diferenciais e da concentração de citocinas no lavado nasal assim como para sintomas por meio do questionário SNOT-20. O sintoma mais importante relatado por pacientes no basal foi tosse que melhorou após 7 dias de oxigenoterapia. No nosso estudo, os pacientes de ambos grupos apresentaram prolongamento significativo (40%) do TMC nasal ao longo do estudo. O lavado nasal mostrou um aumento das proporções de neutrófilos, das células caliciformes e da concentração do fator de crescimento epidermal (EGF) assim como reduções em macrófagos e concentrações de interferon alfa (IFN-alfa), interleucina (IL)-8 e IL-10 ao longo do estudo. Não houve alterações na proporção de células ciliadas, na concentração de IL-6 e no ângulo de contato do muco em ambos os grupos. A tosse e os sintomas de sono diminuiram significativamente em ambos os grupos. Nosso estudo sugere que a umidificação não tem impacto sobre o TMC nasal, as propriedades do muco, a inflamação e os sintomas em pacientes com baixo fluxo de oxigênio via cateter nasal (BFON)

A novel information theory method for filter feature selection

In this paper, we propose a novel filter for feature selection. Such filter relies on the estimation of the mutual information between features and classes. We bypass the estimation of the probability density function with the aid of the entropic-graphs approximation of Rényi entropy, and the subsequent approximation of the Shannon one. The complexity of such bypassing process does not depend on the number of dimensions but on the number of patterns/samples, and thus the curse of dimensionality is circumvented. We show that it is then possible to outperform a greedy algorithm based on the maximal relevance and minimal redundancy criterion. We successfully test our method both in the contexts of image classification and microarray data classification.