Project description:Epidemiological models of COVID-19 transmission assume that recovered individuals have a fully protected immunity. To date, there is no definite answer about whether people who recover from COVID-19 can be reinfected with the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). In the absence of a clear answer about the risk of reinfection, it is instructive to consider the possible scenarios. To study the epidemiological dynamics with the possibility of reinfection, I use a Susceptible-Exposed-Infectious-Resistant-Susceptible model with the time-varying transmission rate. I consider three different ways of modeling reinfection. The crucial feature of this study is that I explore both the difference between the reinfection and no-reinfection scenarios and how the mitigation measures affect this difference. The principal results are the following. First, the dynamics of the reinfection and no-reinfection scenarios are indistinguishable before the infection peak. Second, the mitigation measures delay not only the infection peak, but also the moment when the difference between the reinfection and no-reinfection scenarios becomes prominent. These results are robust to various modeling assumptions.

2022-10-17 | BIOMD0000000979 | BioModels

Treatment Naïve and Follow-Up Pediatric Ulcerative Colitis Rectal Gene Expression

Project description:PROTECT is a multicenter pediatric inception cohort study of response to standardized colitis therapy. In order to more explicitly model progression to colectomy within one year of diagnosis, we performed differential expression analysis between baseline rectal RNAseq biopsies of 21 patients who progressed to colectomy, and 310 who did not. We report rectal gene expression of pediatric patients with ulcerative colitis at diagnosis and at one year follow-up.

2021-05-20 | GSE150961 | GEO

Relapse and Reinfection in Tuberculosis

Project description:Relapse and Reinfection in Tuberculosis

| PRJEB2777 | ENA