DeepFlu: a deep learning approach for forecasting symptomatic influenza A infection based on pre-exposure gene expression.

Background And Objective: Not everyone gets sick after an exposure to influenza A viruses (IAV). Although KLRD1 has been identified as a potential biomarker for influenza susceptibility, it remains unclear whether forecasting symptomatic flu infection based on pre-exposure host gene expression might be possible.

Method: To examine this hypothesis, we developed DeepFlu using the state-of-the-art deep learning approach on the human gene expression data infected with IAV subtype H1N1 or H3N2 viruses to forecast who would catch the flu prior to an exposure to IAV.

Case Report of Rare Type Submucosal Polyp-Angiolipofibroma of Sigmoid Colon.

Most of the colonic submucosal mesenchymal polyps are benign tumors. They are formed by more than one type of mesenchymal tissue. The diagnosis of angiolipofibroma depends on the histological findings with the proliferation of vascular, fatty, and fibrous connective tissues.

ARN: analysis and prediction by adipogenic professional database.

Adipogenesis is the process of cell differentiation by which mesenchymal stem cells become adipocytes. Extensive research is ongoing to identify genes, their protein products, and microRNAs that correlate with fat cell development. The existing databases have focused on certain types of regulatory factors and interactions.

[Surgical abdomen caused by traditional treatment. Five-case report in teaching hospital Yalgado Ouédraogo of Ouagadougou].

The traditional products used to treat some pains can cause serious complications of which surgical abdomen. We listed in two years five cases of surgical abdomen complicating a traditional treatment in the service of digestive and general surgery of the hospital complex Yalgado Ouédraogo. There were two men and three women with an average age of 34,4 years.

Case report of hepatic mucormycosis after liver transplantation: successful treatment with liposomal amphotericin B followed by posaconazole sequential therapy.

Mucormycosis is a rare but emerging fungal infection complicating solid organ transplantation (SOT), with a cumulative incidence of around 2% during the first year after SOT. The associated mortality rate is high, and surgical debridement is frequently required as part of the treatment along with antifungal therapy based mostly on amphotericin B formulations, We describe here an unusual case of hepatic mucormycosis in a liver transplant recipient that was successfully treated with clinical therapy based on liposomal amphotericin B followed by posaconazole, without surgical resection.