Quantification of species composition in grass-clover swards using RGB and multispectral UAV imagery and machine learning.

Introduction: Growing grass-legume mixtures for forage production improves both yield productivity and nutritional quality, while also benefiting the environment by promoting species biodiversity and enhancing soil fertility (through nitrogen fixation). Consequently, assessing legume proportions in grass-legume mixed swards is essential for breeding and cultivation. This study introduces an approach for automated classification and mapping of species in mixed grass-clover swards using object-based image analysis (OBIA).

Heterozygous mutations in the C-terminal domain of COPA underlie a complex autoinflammatory syndrome.

Mutations in the N-terminal WD40 domain of coatomer protein complex subunit α (COPA) cause a type I interferonopathy, typically characterized by alveolar hemorrhage, arthritis, and nephritis. We described 3 heterozygous mutations in the C-terminal domain (CTD) of COPA (p.C1013S, p.

The impact of antibiotic residues on resistance patterns in leek at harvest.

When crops are cultivated on fields fertilized with animal manure, the risk exists that plants may take up antibiotic residues and may be exposed to antibiotic resistance genes and antibiotic resistant bacteria. During cultivation in a greenhouse pot experiment, leek () was fertilized with either pig slurry or mineral fertilizer and exposed to either no antibiotics, doxycycline (10,000 μg/kg manure), sulfadiazine (1000 μg/kg manure), or lincomycin (1000 μg/kg manure). At harvest, 4.

Clinical application of multigene panel testing for bleeding, thrombotic, and platelet disorders: a 3-year Belgian experience.

Background: The international study ThromboGenomics has evaluated the diagnostic rate using a targeted multigene panel test for the screening of inherited bleeding, thrombotic and platelet disorders.

Objectives: We retrospectively analyzed the results of the implementation of genetic testing for inherited bleeding, thrombotic and platelet disorders in Belgian clinical practice and evaluated possible reclassification of reported variants.

Patients/methods: We implemented a Thrombosis-Hemostasis multigene panel test using whole exome sequencing to diagnose 487 patients recruited by 27 different Belgian hospitals with the implementation of stringent laboratory accreditation standards and by studying up to 100 diagnostic-grade genes.