Identification of a biomarker panel for colorectal cancer diagnosis

Background: Malignancies arising in the large bowel cause the second largest number of deaths from cancer in the Western World. Despite progresses made during the last decades, colorectal cancer remains one of the most frequent and deadly neoplasias in the western countries. Methods: A genomic study of human colorectal cancer has been carried out on a total of 31 tumoral samples, corresponding to different stages of the disease, and 33 non-tumoral samples. The study was carried out by hybridisation of the tumour samples against a reference pool of non-tumoral samples using Agilent Human 1A 60- mer oligo microarrays. The results obtained were validated by qRT-PCR. In the subsequent bioinformatics analysis, gene networks by means of Bayesian classifiers, variable selection and bootstrap resampling were built. The consensus among all the induced models produced a hierarchy of dependences and, thus, of variables. Results: After an exhaustive process of pre-processing to ensure data quality–lost values imputation, probes quality, data smoothing and intraclass variability filtering–the final dataset comprised a total of 8, 104 probes. Next, a supervised classification approach and data analysis was carried out to obtain the most relevant genes. Two of them are directly involved in cancer progression and in particular in colorectal cancer. Finally, a supervised classifier was induced to classify new unseen samples. Conclusions: We have developed a tentative model for the diagnosis of colorectal cancer based on a biomarker panel. Our results indicate that the gene profile described herein can discriminate between non-cancerous and cancerous samples with 94.45% accuracy using different supervised classifiers (AUC values in the range of 0.997 and 0.955).

El efecto de la crisis económica en los suicidios: una revisión sistemática

[Es]Introducción y objetivo: La actual crisis económica ha llevado a algunos países a plantear políticas basadas en el recorte del gasto social para hacer frente a sus deudas. Los efectos de la recesión económica junto con las políticas de austeridad impuestas por algunos gobiernos podrían causar un aumento en la desigualdad social, que desembocaría en un empeoramiento de la salud pública de la población. El objetivo de esta revisión sistemática es conocer si han existido variaciones en los casos de suicidio influenciados por la crisis económica actual en los países que han sido objeto de un rescate financiero (Grecia, España, Irlanda, Portugal y Chipre) desde el inicio de dicha crisis, en el año 2008. Asimismo, se pretende evaluar si han existido aumentos en los casos de trastornos mentales y de alcoholismo por la misma causa. Metodología: Revisión sistemática en base a las disposiciones PRISMA. Se elaboró un protocolo de búsqueda para ser utilizado en 5 bases de datos (Medline, Scopus, WOS, IBECS y CINAHL) y se consideraron los estudios observaciones publicados entre el 1/1/2005 y el 31/12/2014. Resultados: Fueron seleccionados 16 estudios observacionales, con niveles de evidencia de calidad VI – VII (regular – baja). En la mayor parte de los estudios se observó un incremento en los suicidios relacionados con la crisis económica, excepto en 3 artículos, en los cuales no se evidenciaron cambios en las tasas de suicidio durante los años de crisis. Todos los artículos excepto uno concluyeron la existencia de un deterioro en salud mental, dándose sobre todo aumentos en los casos de depresión. Por otra parte, los resultados no fueron determinantes en cuanto al alcoholismo. Conclusiones: Se observa de forma general una relación entre la crisis y los suicidios y el deterioro en salud mental; sin embargo, es necesaria la realización de más investigación en este campo.

Undertreatment of human immunodeficiency virus in psychiatric inpatients: a cross-sectional study of seroprevalence and associated factors

Background: The aims of this study were to evaluate the prevalence of HIV and its associated demographic and clinical factors among psychiatric inpatients of a general hospital. Methods: This was a single-center, observational, cross-sectional study that included patients consecutively admitted to our unit aged 16 years or older and with no relevant cognitive problems. The patients were evaluated using a semistructured interview and an appropriate test for HIV infection. Results: Of the 637 patients who were screened, 546 (86%) who consented to participate were included in the analyses. Twenty-five (4.6%, 95% confidence interval [CI] 3.0-6.8) patients were HIV-positive. The prevalence was higher among patients with substance misuse (17.4%, 95% CI 9.7-28.8). All except one of the 25 patients knew of their seropositive condition prior to participation in the study. Only 14 (56%) of the 25 seropositive patients had previously received pharmacological treatment for their infection. According to the multiple logistic regression analysis, the likelihood of HIV infection was lower in patients with higher levels of education and higher among patients who were single, had history of intravenous drug use, and had an HIV-positive partner, particularly if they did not use condoms. Among the patients with HIV infection, 18 (72%) had a history of suicide attempts compared with 181 (34.7%) of the patients without HIV infection (relative risk 2.1, 95% CI 1.6-2.7; P<0.001). Conclusion: HIV infection is highly prevalent in patients admitted to a psychiatric unit, especially those with a diagnosis of substance misuse. Seropositive patients show very poor treatment adherence. The risk of suicide seems to be very high in this population. Implementing interventions to reduce the suicide risk and improve adherence to antiretroviral therapy and psychotropic medications seems crucial.