995 resultados para Assymetric loss functions
Resumo:
Gene-on-gene regulations are key components of every living organism. Dynamical abstract models of genetic regulatory networks help explain the genome's evolvability and robustness. These properties can be attributed to the structural topology of the graph formed by genes, as vertices, and regulatory interactions, as edges. Moreover, the actual gene interaction of each gene is believed to play a key role in the stability of the structure. With advances in biology, some effort was deployed to develop update functions in Boolean models that include recent knowledge. We combine real-life gene interaction networks with novel update functions in a Boolean model. We use two sub-networks of biological organisms, the yeast cell-cycle and the mouse embryonic stem cell, as topological support for our system. On these structures, we substitute the original random update functions by a novel threshold-based dynamic function in which the promoting and repressing effect of each interaction is considered. We use a third real-life regulatory network, along with its inferred Boolean update functions to validate the proposed update function. Results of this validation hint to increased biological plausibility of the threshold-based function. To investigate the dynamical behavior of this new model, we visualized the phase transition between order and chaos into the critical regime using Derrida plots. We complement the qualitative nature of Derrida plots with an alternative measure, the criticality distance, that also allows to discriminate between regimes in a quantitative way. Simulation on both real-life genetic regulatory networks show that there exists a set of parameters that allows the systems to operate in the critical region. This new model includes experimentally derived biological information and recent discoveries, which makes it potentially useful to guide experimental research. The update function confers additional realism to the model, while reducing the complexity and solution space, thus making it easier to investigate.
Resumo:
The 2009 pandemic influenza A virus outbreak led to the systematic use of the neuraminidase (NA) inhibitor oseltamivir (OST). Consequently, OST-resistant strains, carrying the mutation H275Y, emerged in the years after the pandemics, with a prevalence of 1-2%. Currently, OST-resistant strains have been found in community settings, in untreated individuals. To spread in community settings, H275Y mutants must contain additional mutations, collectively called permissive mutations. We display the permissive mutations in NA of OST-resistant A(H1N1)pdm09 virus found in Brazilian community settings. The NAs from 2013 are phylogenetically distinct from those of 2012, indicating a tendency of positive selection of NAs with better fitness. Some previously predicted permissive mutations, such as V241I and N369K, found in different countries, were also detected in Brazil. Importantly, the change D344N, also predicted to compensate loss of fitness imposed by H275Y mutation, was found in Brazil, but not in other countries in 2013. Our results reinforce the notion that OST-resistant A(H1N1)pdm09 strains with compensatory mutations may arise in an independent fashion, with samples being identified in different states of Brazil and in different countries. Systematic circulation of these viral strains may jeopardise the use of the first line of anti-influenza drugs in the future.
Resumo:
The relationship between motor and intellectual functions was examined in 252 healthy children from 7 to 18 years using the Zurich Neuromotor Assessment and standardized intelligence tests. The magnitude of Spearman correlations between neuromotor and intellectual scores was generally weak (r = 0.15-0.37). The strongest correlations were found between performance in the pegboard task and visuomotor intelligence (r = 0.35) and between contralateral associated movements and intelligence in boys (r = 0.37). We conclude that specific connections between motor and intellectual functions may exist. However, because the magnitude of correlations is generally weak, we suggest that motor and intellectual domains in healthy children are largely independent.
Resumo:
Job loss is widely known to lead to a substantial decrease in workers' subjective well-being. Functionalist theories explain this fact by arguing that the fundamental needs that work fulfills are absent during unemployment. Recent evidence from longitudinal studies however contradicts this approach, showing that workers who find a new job do not fully regain their former level of well-being upon reemployment. Therefore other mechanisms must be at work. We suggest that changes in social or economic domains of workers' lives - triggered by job displacement - lead to the observed changes in well-being. Drawing on a unique data set from a survey of workers displaced by plant closure in Switzerland after the financial crisis of 2008, our analysis confirms the previous result that finding a job after displacement does not completely restore workers' pre-displacement level of well-being. The factors that best explain this outcome are changes in social domains, notably changes in workers' job - related social status and their relationships to friends. This result provides valuable insights about the long lasting scars job displacement leaves on workers' lives.
Resumo:
Meniere's disease is an episodic vestibular syndrome associated with sensorineural hearing loss (SNHL) and tinnitus. Patients with MD have an elevated prevalence of several autoimmune diseases (rheumatoid arthritis, systemic lupus erythematosus, ankylosing spondylitis and psoriasis), which suggests a shared autoimmune background. Functional variants of several genes involved in the NF-κB pathway, such as REL, TNFAIP3, NFKB1 and TNIP1, have been associated with two or more immune-mediated diseases and allelic variations in the TLR10 gene may influence bilateral affectation and clinical course in MD. We have genotyped 716 cases of MD and 1628 controls by using the ImmunoChip, a high-density genotyping array containing 186 autoimmune loci, to explore the association of immune system related-loci with sporadic MD. Although no single nucleotide polymorphism (SNP) reached a genome-wide significant association (p<10(-8)), we selected allelic variants in the NF-kB pathway for further analyses to evaluate the impact of these SNPs in the clinical outcome of MD in our cohort. None of the selected SNPs increased susceptibility for MD in patients with uni or bilateral SNHL. However, two potential regulatory variants in the NFKB1 gene (rs3774937 and rs4648011) were associated with a faster hearing loss progression in patients with unilateral SNHL. So, individuals with unilateral MD carrying the C allele in rs3774937 or G allele in rs4648011 had a shorter mean time to reach hearing stage 3 (>40 dB HL) (log-rank test, corrected p values were p = 0.009 for rs3774937 and p = 0.003 for rs4648011, respectively). No variants influenced hearing in bilateral MD. Our data support that the allelic variants rs3774937 and rs4648011 can modify hearing outcome in patients with MD and unilateral SNHL.
Resumo:
Perioperative visual loss (PVL) is a very rare and unpredictable complication of surgery performed at distance from the visual pathways, mostly after spine or cardiac procedures. We report 6 consecutive patients with PVL after routine orthopedic procedures (osteosynthesis for complex fracture of the femur [2], total hip arthroplasty [2], hip prosthesis arthroplasty [1], bilateral simultaneous total knee arthroplasty [1]) and reviewed the literature on the subject. An ischemic optic neuropathy was diagnosed in all cases, and visual loss was bilateral in 5 of 6 patients. Partial visual improvement occurred in only 3 of 11 eyes. No specific therapy is available for PVL. Postoperative visual disturbances should prompt without delay an ophthalmic evaluation because emergent correction of anemia, systemic hypotension, or hypovolemia might improve visual prognosis of PVL.
Resumo:
The prefrontal (PFC) and orbitofrontal cortex (OFC) appear to be associated with both executive functions and olfaction. However, there is little data relating olfactory processing and executive functions in humans. The present study aimed at exploring the role of olfaction on executive functioning, making a distinction between primary and more cognitive aspects of olfaction. Three executive tasks of similar difficulty were used. One was used to assess hot executive functions (Iowa Gambling Task-IGT), and two as a measure of cold executive functioning (Stroop Colour and Word Test-SCWT and Wisconsin Card Sorting Test-WCST). Sixty two healthy participants were included: 31 with normosmia and 31 with hyposmia. Olfactory abilities were assessed using the ''Sniffin' Sticks'' test and the olfactory threshold, odour discrimination and odour identification measures were obtained. All participants were female, aged between 18 and 60. Results showed that participants with hyposmia displayed worse performance in decision making (IGT; Cohen's-d = 0.91) and cognitive flexibility (WCST; Cohen's-d between 0.54 and 0.68) compared to those with normosmia. Multiple regression adjusted by the covariates participants' age and education level showed a positive association between odour identification and the cognitive inhibition response (SCWT-interference; Beta = 0.29; p = .034). The odour discrimination capacity was not a predictor of the cognitive executive performance. Our results suggest that both hot and cold executive functions seem to be associated with higher-order olfactory functioning in humans. These results robustly support the hypothesis that olfaction and executive measures have a common neural substrate in PFC and OFC, and suggest that olfaction might be a reliable cognitive marker in psychiatric and neurologic disorders.
Resumo:
In 10 moderately obese women, 24-h energy expenditure (24EE) was measured in a respiration chamber under four conditions: 1) before weight loss (body weight = 77.9 kg), 2) during weight loss (63.9 kg), 3) after realimentation (62.5 kg), and 4) 6-15 mo after the study diet with ad libitum diet (67.7 kg). The 14 +/- 8 kg (mean +/- SD) weight loss produced a decrease in 24EE of 1498 +/- 1138 kJ/d (P < 0.001), ie, a decrease of weight of 107 kJ.kg body wt-1.d-1. The subsequent 24EE (conditions 3 and 4) remained lower than the value before weight loss. A significant correlation was found between changes before and after weight regain in basal respiratory quotient (RQ) and the spontaneous rate of body-weight gain after cessation of the period of low energy intake (r = 0.89, P < 0.01); this suggests that the value of the postabsorptive RQ may be a predictor of relapse of weight gain. After discontinuation of the low energy diet, an elevated postabsorptive RQ shows that the endogenous lipid oxidation is low, a condition favoring weight gain.
Resumo:
The word "minimal" or "mild" hearing loss seems to imply that their effects are mild or negligible. The literature supports that they can have a significant impact on educative end educational development of young children and contribute to problems in fields of social function, communication and educational achievement. Unilateral hearing loss in children has been considered for long to be of little consequence. In fact it causes problems in speech and language development, speech understanding, especially in noisy environments, and school results. Early diagnosis, follow-up during preschool and school ages are mandatory.
Resumo:
The Tax protein of the human T-cell leukemia virus type 1 (HTLV-1) has been implicated in human T-cell immortalization. The primary function of Tax is to transcriptionally activate the HTLV-1 promoter, but Tax is also known to stimulate expression of cellular genes. It has been reported to associate with several transcription factors, as well as proteins not involved in transcription. To better characterize potential cellular targets of Tax present in infected cells, a Saccharomyces cerevisiae two-hybrid screening was performed with a cDNA library constructed from the HTLV-1-infected MT2 cell line. From this study, we found 158 positive clones representing seven different cDNAs. We focused our attention on the cDNA encoding the transcription factor CREB-2. CREB-2 is an unconventional member of the ATF/CREB family in that it lacks a protein kinase A (PKA) phosphorylation site and has been reported to negatively regulate transcription from the cyclic AMP response element of the human enkephalin promoter. In this study, we demonstrate that CREB-2 cooperates with Tax to enhance viral transcription and that its basic-leucine zipper C-terminal domain is required for both in vitro and in vivo interactions with Tax. Our results confirm that the activation of the HTLV-1 promoter through Tax and factors of the ATF/CREB family is PKA independent.
Resumo:
Endothelial cells form a semi-permeable barrier that participates in the exchange of plasma fluids, proteins and cells, and helps to maintain the physiological functions of organs as well as circulatory homeostasis. Vascular permeability and vasodilatation are increased during acute and chronic inflammation, cancer and wound healing. This is mediated by exposure to certain vascular permeability increasing factors, such as vascular endothelial growth factor (VEGF). The peroxisome proliferator-activated receptors (PPAR) belong to the nuclear hormone receptor (NHRs) family of ligand-activated transcription factors. Three isotypes, PPARa, PPARp/5 and PPARy have been identified. They are all expressed in endothelial cells (ECs). Recent data have demonstrated their involvement in important mechanisms for vasculogenesis and angiogenesis, such as cell proliferation/differentiation, directional sensing/migration, and survival. PPARs were reported to modulate the expression of pro-angiogenic soluble factors, such as VEGF-A and may also participate in the regulation of expression of VEGF receptors. The aim of the present work was to elucidate the role of PPARp/δ in endothelial cell functions important for angiogenesis as well as in vascular permeability and vasodilatation. Using organ culture models of mouse aorta expiants, cultures of human umbilical vein endothelial cells (HUVECs) and genetically modified mouse models, we studied the consequences of loss and gain of PPARp/5 activity on endothelial cell functions. In the first part of this study, we show that the activation of PPARp/δ promotes EC outgrowth in murine aorta expiants. In vivo we observed that dermal vessel acute permeability in response to VEGF-A stimulation is strongly impaired in PPARfi/δ -I- animals. Additionally, observation of the dermal vessel morphology showed a clear enlargement of the wild-type dermal vessels upon VEGF-A injection, whereas vessels of PPARp/5 -/- animals showed almost no enlargement. The impaired response to VEGF stimulation in the knock-out animals was not due to structural or morphological abnormalities. Based on this data, we suggest that PPARp/5 may act on intracellular signaling cascades in ECs, downstream of the VEGF-A receptor. In the second part of this study, we address the relevance of PPARβ/δ vascular functions in pathophysiological inflammatory conditions, such as delayed- type hypersensitivity (DTH) reaction and anaphylaxis in mice. The DTH reaction is a cell-mediated immune reaction to protein, bacterial and viral antigens, whereas anaphylaxis is the most severe form of allergic reaction. In these in vivo models, we demonstrated that the absence of PPARβ/δ in ECs prevents the formation of severe edema in the DTH reaction, and that Ρ PARβ/δ accelerates recovery following systemic anaphylaxis, at least partially through the control of vascular permeability. Our data not only describe a novel function of PPARβ/δ in vessel permeability and vasodilatation, but also open new routes of research for the development of vessel permeability/vasodilatation regulating agents. - Les cellules endothéliales qui bordent la face interne des vaisseaux sanguins forment l'endothélium, une barrière semi-perméable qui régule les échanges de fluides, de protéines et de cellules immunes entre la circulation et les organes. L'endothélium participe également au maintien de la fonction des organes et de l'homéostasie circulatoire. La perméabilité vasculaire augmente dans des situations inflammatoires aigties ou chroniques, dans les tumeurs, et pendant la réparation de blessures. Cette augmentation de perméabilité est due à la production de facteurs sécrétés, tels que le Vascular Endothelial Growth Factor (VEGF-A), la thrombine ou I'histamine. Lès récepteurs nucléaires Peroxisome Proliferator-Activated Receptors (PPAR) sont des facteurs de transcription mis en activité par des ligands. Trois isotypes de PPARs, PPARa, ΡΡΑΡβ/δ and PPARy ont été caractérisés. Ils sont exprimés dans les cellules endothéliales, et des travaux récents ont montré qu'ils régulent des comportements cellulaires importants pour la vasculogenèse et l'angiogenèse, tels que la prolifération, la différenciation, la migration, et la survie des cellules. Ils régulent également la production de VEGF-A par divers types cellulaires. Le but de ce travail était d'élucider le rôle de PPARβ/δ dans la régulation de la perméabilité vasculaire, plus particulièrement dans les cellules endothéliales. Grâce à des cultures d'expiants d'aortes de souris, à la culture d'une lignée endothéliale humaine (HUVECs) et de souris génétiquement modifiées, nous avons étudié le rôle de PPARβ/δ dans les cellules endothéliales, dans des situations gain et perte de fonction du récepteur. Dans la première partie de ce travail, nous avons montré les propriétés pro-angiogéniques de PPARβ/δ dans des explants d'aortes. In vivo, nous avons observé l'absence d'hyperperméabilité aiguë induite par le VEGF-A, la thrombine et I'histamine chez les souris PPARβ/δ -/-. De plus, l'analyse morphologique des vaisseaux dans le derme des souris après stimulation par VEGF- A a confirmé l'absence de réponse à la stimulation. Ces analyses morphologiques nous ont également permis de montrer que l'absence de réponse aiguë n'était pas due à un défaut de structure des vaisseaux dermiques chez les souris PPARp/δ -/-. Sur la base de ces résultats, nous proposons que PPARp/δ régule des voies de signalisation intracellulaires dans les cellules endothéliales, voie de signalisation impliquées dans la régulation de la perméabilité vasculaire: Dans la seconde partie du travail, nous avons étudié l'importance de la régulation de la perméabilité vasculaire par PPARβ/δ dans des situations pathophysiologiques impliquant une hyperperméabilité aiguë des vaisseaux : une réaction d'hypersensibilité cutanée retardée d'une part (delayed-type hypersensitivity, DTH), et un choc anaphylactique d'autre part. Dans ces deux modèles induits expérimentalement chez la souris, l'absence de PPARβ/δ prévient en partie la formation de l'oedème inflammatoire local (DTH), et accélère la récupération (anaphylaxie), au moins partiellement en réglant la perméabilité vasculaire. Ces résultats ouvrent un nouveau champs d'étude quant au rôle de PPARβ/δ dans les vaisseaux et à d'éventuelles applications thérapeutiques dans des pathologies inflammatoires.
Resumo:
L'objectiu d'aquest estudi és definir els patrons d’hipoacúsia en dones amb Síndrome de Turner i els possibles factors que poden afavorir el desenvolupament d’hipoacúsia neurosensorial en dones adultes amb Síndrome de Turner. Es va trobar que més de la meitat de les dones amb Sindrome de Turner presenten hipoacúsia a l’audiometria, confirmat pels potencials evocats auditius de tronc; la hipoacúsia neurosensorial és el tipus de pèrdua d'audició més freqüent entre dones de mitjana edat amb síndrome de Turner i l'edat, el cariotip i la història prèvia d'otitis mitja recurrent són possibles factors de risc per l’aparició d’hipoacúsia en aquestes pacients.
Resumo:
NOD2 functions as an intracellular sensor for microbial pathogen and plays an important role in epithelial defense. The loss-of-function mutation of NOD2 is strongly associated with human Crohn's disease (CD). However, the mechanisms of how NOD2 maintains the intestinal homeostasis and regulates the susceptibility of CD are still unclear. Here we found that the numbers of intestinal intraepithelial lymphocytes (IELs) were reduced significantly in Nod2(-/-) mice and the residual IELs displayed reduced proliferation and increased apoptosis. Further study showed that NOD2 signaling maintained IELs via recognition of gut microbiota and IL-15 production. Notably, recovery of IELs by adoptive transfer could reduce the susceptibility of Nod2(-/-) mice to the 2,4,6-trinitrobenzene sulfonic acid (TNBS)-induced colitis. Our results demonstrate that recognition of gut microbiota by NOD2 is important to maintain the homeostasis of IELs and provide a clue that may link NOD2 variation to the impaired innate immunity and higher susceptibility in CD.