Hybrid model based on Genetic Algorithms and SVM applied to variable selection within fruit juice classification.

Given the background of the use of Neural Networks in problems of apple juice classification, this paper aim at implementing a newly developed method in the field of machine learning: the Support Vector Machines (SVM). Therefore, a hybrid model that combines genetic algorithms and support vector machines is suggested in such a way that, when using SVM as a fitness function of the Genetic Algorithm (GA), the most representative variables for a specific classification problem can be selected.

Differences in Linear Epitopes of Ara h 9 Recognition in Peanut Allergic and Tolerant, Peach Allergic Patients.

Background: Peanut-allergic patients from the Mediterranean region are predominantly sensitized to the lipid transfer protein (LTP) Ara h 9, and the peach LTP Pru p 3 seems to be the primary sensitizer. However, LTP sensitization in peanut allergy is not a predictive marker for clinically relevant symptoms. Objective: We aimed to identify sequential epitopes of IgE and IgG4 from Pru p 3 and Ara h 9 in peach-allergic patients sensitized to peanuts. We also sought to determine the differences in IgE and IgG4 binding between patients who had developed peanut allergy and those tolerating peanuts. Methods: A total of 46 peach-allergic patients sensitized to peanuts were selected. A total of 35 patients were allergic to peanuts (peanut-allergic group) and 11 were tolerant to peanuts (peanut-tolerant group). We measured sIgE and sIgG4 in peanut, peach, and their recombinant allergen (Ara h 1, Ara h 2, Ara h 3, Ara h 8, and Ara h 9) with fluorescence enzyme immunoassay. We examined the IgE and IgG4 binding to sequential epitopes using a peptide microarray corresponding to linear sequences of the LTPs Ara h 9 and Pru p 3 with a library of overlapping peptides with a length of 20 amino acids (aa) and an offset of 3 aa. Results: The frequency and the intensity of IgE recognition of Ara h 9 and Pru p 3 peptides were higher in the peanut-tolerant group than in the peanut-allergic group. We found four Ara h 9 peptides (p4, p14, p21, and p25) and four Pru p 3 peptides (p1, p3, p21, and p24) with a significantly elevated IgE recognition in peanut-tolerant patients. Only one peptide of Ara h 9 (p4) recognized by IgG4 was significantly elevated in the peanut-tolerant group. The IgG4/IgE ratio of Ara h 9 peptide 4 was significantly higher in peanut-tolerant patients than in peanut-allergic patients, while no significant differences were observed in the IgG4/IgE ratio of this peptide in Pru p 3. Conclusion: Although we found significant differences in IgE and IgG4 recognition of Ara h 9 and Pru p 3 between peanut-tolerant and peanut-allergic patients (all of whom were allergic to peach), polyclonal IgE peptide recognition of both LTPs was observed in peach-allergic patients tolerating peanuts. However, the IgG4 blocking antibodies against Ara h 9 peptide 4 could provide an explanation for the absence of clinical reactivity in peanut-tolerant peach-allergic patients. Further studies are needed to validate the usefulness of IgG4 antibodies against Ara h 9 peptide 4 for peanut allergy diagnosis.

Eccema coxsackium en pacientes con dermatitis atópica / Coxsackium eczema in patients with atopic dermatitis

El eccema coxsackium es una dermatosis infecciosa caracterizada por lesiones papulovesiculosas, eccematosas e incluso costrosas de predominio en extremidades, nalgas y región perioral. Suele aparecer en pacientes con afectación cutánea previa, como es el caso de la dermatitis atópica de los niños. El germen causante más frecuentemente aislado es el Coxsackie A6. Está considerado como una forma atípica de la enfermedad mano-pie-boca y es importante un correcto diagnóstico diferencial para evitar tratamientos innecesarios (AU)

Eczema coxsackium is an infectious dermatosis characterized by papulovesicular, ezzematous and even crusty lesions predominantly on the extremities, buttocks and perioral region. It usually appears in patients with previous skin involvement, as in the case of atopic dermatitis in children. The most frequently isolated causative germ is Coxsackie A6. It is considered an atypical form of Hand, Foot and Mouth Disease and a correct differential diagnosis is important to avoid unnecessary treatments. (AU)

[The temporary work incapacities of professional administrative workers and nurses]. / Incapacidades laborales transitorias de los colectivos profesionales administrativos y de enfermería.

We show the results of a retrospective study designed to assess the features of transient job disability (TJD) episodes of workers from two groups (clerks and nurses) from an urban health basic zone with 24,536 inhabitants, out of which 6,009 were active workers registered in social security databases. Population pyramid and job distribution in active workers were obtained from a random sample including 5% of the active population, out of which 17% were clerks and 5.54% nurses. There were 1098 TJD episodes in 1990; 32.4% of them involved clerks and 8.3% nurses. The mean length of episodes was 28.2 days in nurses and 27.8 days among clerks, compared to 32.4 days in the active population. These differences remained (p < 0.001) even after excluding TJD episodes of pregnant women, in whose case the mean length of episodes involving male or female workers was the same. The percentage of TJD episodes was higher among female nurses and clerks, than among the whole female population. Influenza was responsible for 20.5% of TJD in clerks against 14.3% among nurses and 14.8% in the whole active population. We conclude that, in the groups studied, the rate of job absenteeism was higher than in the whole population, and higher in female than in males. However, in the whole population, there were no differences in TJD rates between males and females. We discuss that several factors other than illness may explain the differences among groups.