Feature Extraction from Distributions of Phase Synchronization Values of EEG Recordings

ABSTRACT Epilepsy is the most common neurological pathology. Despite treatments available to patients, only 58% to 73% will be free of seizures. This uncertainty in treatment outcomes can lead to other psychiatric affectations in cases where treatment success may be in doubt. Seizure prediction models (SPMs) emerged as a measure to help determine when patients may be susceptible to an imminent crisis. These models are based on the continuous monitoring of patient's EEG signals and subsequent continuous analysis to identify features that differentiate ictal from interictal states. This is an ongoing field of research whose aim is to establish a robust set of features to feed the SPM and obtain a high degree of certainty regarding when the next seizure will occur. In this work we propose the analysis of phase differences of EEG as a method to extract features capable of discriminating ictal and preictal states in patients; specifically, the numeric distance between Q1 and Q3 of the distribution of phase differences. We compared this values to other phase synchronization methods and tested our hypothesis getting a p < 0.0009 with our proposed method.

Growth performance and carcass traits of steers finished on three different systems including legume-grass pasture and grain diets.

Inclusion of legume in grass pastures optimizes protein values of the forage and promotes improved digestibility. Therefore, we hypothesized that finishing steers on a novel combination of legumes and grass pasture would produce carcasses with acceptable traits when compared to carcasses from steers finished in feedlot systems. In this study, we evaluated the effects of finishing steers on three systems including: grazing legume-grass pasture containing oats, ryegrass, white and red clover (PAST), grazing PAST plus supplementation with whole corn grain (14 g/kg BW (SUPP)), and on a feedlot-confined system with concentrate only (28 g/kg BW, consisting of 850 g/kg of whole corn grain and 150 g/kg of protein-mineral-vitamin supplement (GRAIN)) on growth performance of steers, carcass traits and digestive disorders. Eighteen steers were randomly assigned to one of three dietary treatments and finished for 91 days. Data regarding pasture and growth performance were collected during three different periods (0 to 28, 29 to 56 and 57 to 91 days). Subsequently, steers were harvested to evaluate carcass traits, presence of rumenitis, abomasitis and liver abscesses. The legume-grass pasture provided more than 19% dry matter of protein. In addition, pasture of paddocks where steers were assigned to SUPP and PAST treatments showed similar nutritional quality. When compared to PAST, finishing on SUPP increased total weight gain per hectare, stocking rate, daily and total weight gains. The increase of weight gain was high to GRAIN than SUPP and PAST. Steers finished on GRAIN had high hot carcass weight, fat thickness and marbling score when compared to PAST. However, these attributes did not differ between GRAIN and SUPP. Abomasum lesions were more prevalent in steers finished on GRAIN when compared to PAST. Results of this research showed that it is possible to produce carcasses with desirable market weight and fat thickness by finishing steers on legume-grass pasture containing oats, ryegrass, white and red clover. Moreover, supplementing steers with corn when grazing on legume-grass pasture produced similar carcass traits when compared to beef fed corn only.

Effect of recombinant prophenin 2 on the integrity and viability of Trichomonas vaginalis.

Trichomonas vaginalis is the causal agent of trichomoniasis, which is associated with preterm child delivery, low birth weight, and an increased risk of infection by human papilloma virus and human immunodeficiency virus following exposure. Several reports have established increasing numbers of trichomoniasis cases resistant to metronidazole, the agent used for treatment, and it is therefore important to identify new therapeutic alternatives. Previously, our group reported the effect of tritrpticin, a synthetic peptide derived from porcine prophenin, on T. vaginalis; however, the hemolytic activity of this small peptide complicates its possible use as a therapeutic agent. In this study, we report that the propeptide and the processed peptide of prophenin 2 (cleaved with hydroxylamine) affected the integrity and growth of T. vaginalis and that pro-prophenin 2 displays some resistance to proteolysis by T. vaginalis proteinases at 1 h. Its effect on T. vaginalis as well as its low hemolytic activity and short-time stability to parasite proteinases makes prophenin 2 an interesting candidate for synergistic or alternative treatment against T. vaginalis.

Biological soil crusts across disturbance­recovery scenarios: effect of grazing regime on community dynamics.

Grazing represents one of the most common disturbances in drylands worldwide, affecting both ecosystem structure and functioning. Despite the efforts to understand the nature and magnitude of grazing effects on ecosystem components and processes, contrasting results continue to arise. This is particularly remarkable for the biological soil crust (BSC) communities (i.e., cyanobacteria, lichens, and bryophytes), which play an important role in soil dynamics. Here we evaluated simultaneously the effect of grazing impact on BSC communities (resistance) and recovery after livestock exclusion (resilience) in a semiarid grassland of Central Mexico. In particular, we examined BSC species distribution, species richness, taxonomical group cover (i.e., cyanobacteria, lichen, bryophyte), and composition along a disturbance gradient with different grazing regimes (low, medium, high impact) and along a recovery gradient with differently aged livestock exclosures (short-, medium-, long-term exclusion). Differences in grazing impact and time of recovery from grazing both resulted in slight changes in species richness; however, there were pronounced shifts in species composition and group cover. We found we could distinguish four highly diverse and dynamic BSC species groups: (1) species with high resistance and resilience to grazing, (2) species with high resistance but low resilience, (3) species with low resistance but high resilience, and (4) species with low resistance and resilience. While disturbance resulted in a novel diversity configuration, which may profoundly affect ecosystem functioning, we observed that 10 years of disturbance removal did not lead to the ecosystem structure found after 27 years of recovery. These findings are an important contribution to our understanding of BCS dynamics from a species and community perspective placed in a land use change context.

Prevalence and correlates of migraine among women attending a prenatal care clinic in Lima, Peru.

Migraine headaches are among the leading causes of disability in the world. The burden of migraines is highest in women of reproductive age. This cross-sectional study characterized the prevalence, symptoms and correlates of migrainous headaches in 154 pregnant women attending a prenatal care clinic in Lima, Peru. Lifetime prevalence of migraine defined by modified IHS criteria was 9.1% (95% CI 4.6-13.6). When probable migraines were included, the lifetime prevalence of migraine in this population was 29.2% (95% CI 22.0-36.4). Migraine headaches were associated with a maternal history of headache, childhood carsickness, a diagnosis of allergies, and a high frequency of fatigue. Although headache-related disability was low in terms of missed work and recreation, high rates of headache pain and medicinal use reflect the true impact on this population.

Effect of methyl parathion on the population growth of the rotifer Brachionus patulus (O. F. Müller) under different algal food (Chlorella vulgaris) densities.

The population growth of the rotifer Brachionus patulus was studied under a combination of different concentrations of Chlorella vulgaris and methyl parathion. To obtain sublethal concentrations of the pesticide a 24-h LC(50) bioassay was performed under two food densities (1.5 and 3.0x10(6) cells ml(-1)) using neonate rotifers. For the population growth experiments, seven toxicant concentrations were used ranging from 0.16 to 10.0 mg L(-1) and four food densities (0.75, 1.5, 3.0, and 6.0x10(6) cells ml(-1)), each with four replicates and thus in all, 128 test jars. A medium with Chlorella alone and without toxicant acted as control. The initial density of the rotifers in each replicate were 5 individual ml(-1). Experiments were conducted for 20 days. The LC(50) values of B. patulus were 8.8 and 10.7 mg L(-1) at low and high algal food density, respectively. Data on the population growth studies revealed a significant effect of both food density and toxicant concentration on the maximum abundance, day at which maximum abundance was reached, and rate of population increase per day. At any toxicant concentration, an increase in food density reduced the toxicity of methyl parathion to rotifers. In controls the maximum rotifer density under the highest food level (6x10(6) cells ml(-1)) was 795+/-46 individuals ml(-1). The rate of population increase per day (r) in controls varied from 0.22+/-0.01 to 0.34+/-0.01 depending on food density. Algal food density had a significant influence in reducing the toxicity of methyl parathion to B. patulus under both acute and chronic toxicity test conditions.

Design of a diluted aperture by use of the practical cutoff frequency.

We analyze the imaging performance of a number of diluted-aperture configurations, using the modulation transfer function. We select a single figure of merit, the practical cutoff frequency, rather than the traditional cutoff frequency, as the more useful frequency for the detection of details. Using this new parameter, we compare the performance of a number of published aperture configurations. On the basis of this analysis a new configuration is proposed for the Polar Stratospheric Telescope primary.

[Risk of occupational exposure to hepatitis B virus in Venezuelan health workers. Multicenter study]. / Riesgo de exposición ocupacional al virus de la hepatitis B en personal de salud Venezolano. Estudio multicéntrico.

In a multicenter study, 970 serum samples were collected from venezuelan health workers. Presence of HBV serological markers (HBsAg, antiHBs and total anticore) were screened by microELISA. Two-hundred and forty-seven samples (27%) showed at least one positive marker, being the most frequently found the antisurface antibody which was present in different working areas, including those considered at the low exposure level (medicine 24.7%). The proportion of antisurface positive samples also was significantly higher in the group with more than 10 years of service compared to the prevalence showed by the group with less than 5 years (19.1 vs 12.8%). Groups considered to be at low risk, contrary to the expected results, showed a similar or higher prevalence compared to the groups classified as continues or frequent exposure (17.7 vs 8.6%). Our findings suggest a permanent HBV load circulation at the venezuelan hospitals environment.

The utilisation of a community mental health service by Mexican Americans.

The study of the staff, services, and patient population of the East Los Angeles Mental Health Service seven years after its initial operations revealed that: 1 the staff remained predominately bilingual and bicultural; 2 there was a greater demand for direct treatment services than anticipated; 3 the majority (79%) of the patient population was Mexican American, with an increase of foreign-born Mexican Americans; 10% were of other Latin descent; 4 there was an increase of Spanish speaking patients totalling 44% of the entire patient population; 5 the majority of the patients were unemployed or on Medi-Cal; and 6 self referrals increased to a total of 29%, and 10% were referred by former patients of ELAHMS. These conclusions strongly support the argument that Mexican Americans and other Latins would utilise mental health services if personnel and policies were responsive to bilingual and bicultural needs.