High-dimensional metabolomics analyses may identify convergent and divergent markers, potentially representing aligned or orthogonal disease pathways that underly conditions such as pulmonary arterial hypertension (PAH).Using a comprehensive PAH gaurd metabolomics dataset, we applied six different conventional and statistical learning techniques to
Three species of the genus Equisetum (E.arvense, E.hyemale, and E.telmateia) were selected for an analysis of chemical diversity in an ancient land plant lineage.Principal component analysis of metabolomics data obtained with above-ground shoot and below-ground rhizome extracts enabled a separation of all sample types, indicating species- and organ
Pyrenophora teres f.teres (Ptt) is a severe pathogen to spring barley in Northern Europe.Ptt with relevant mutations in fungicide Power Supply Board target proteins, sterol 14α-demethylase (CYP51A), cytochrome b (Cyt b), and succinate dehydrogenase (SDH) would put efficient disease control at risk.In the growing seasons of 2021 and 2022, 193 Ptt i
Updated and detailed indoor models are being increasingly demanded for various applications such as emergency management or navigational assistance.The consolidation of new portable and mobile acquisition systems has led to a higher availability of 3D point cloud data from indoors.In this work, we explore the Sieve combined use of point clouds and