Tuberculosis (TB) poses a significant global health threat, with high mortality rates if left untreated. Current sputum-based TB treatment monitoring methods face numerous challenges, particularly in relation to sample collection and analysis. This pilot study explores the potential of TB status assessment using DNA methylation (DNAm) signatures, which are gaining recognition as diagnostic and predictive tools for various diseases.
View Article and Find Full Text PDFComputational analyses of transcriptomic data have dramatically improved our understanding of complex diseases. However, such approaches are limited by small sample sets of disease-affected material. We asked if a variational autoencoder trained on large groups of healthy human RNA sequencing (RNA-seq) data can capture the fundamental gene regulation system and generalize to unseen disease changes.
View Article and Find Full Text PDFIntroduction: Comorbidities are common among older people, and during the last decade, a strong association between heart failure (HF) and cognitive impairment has been found. As much as 40-50% of individuals with HF will also have some degree of cognitive impairment. Previous studies report an undertreatment for some cardiovascular diseases in patients with major neurocognitive disorder (NCD).
View Article and Find Full Text PDFObjectives: To explore changes in beliefs about medicines and self-reported medication non-adherence between 3 and 24 months after stroke and to investigate associations between beliefs about medicines and non-adherence at 24 months after stroke.
Design: Longitudinal questionnaire survey.
Setting: Patients treated for acute stroke in 25 Swedish hospitals.