Loop-mediated isothermal amplification (LAMP) and machine learning application for early pregnancy detection using bovine vaginal mucosal membrane

2021 ◽  
Vol 569 ◽  
pp. 179-186
Author(s):  
Hiroki Kunii ◽  
Tomoaki Kubo ◽  
Natsuki Asaoka ◽  
Ahmed Z. Balboula ◽  
Yu Hamaguchi ◽  
...  
2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Somayyeh Sedaghatjoo ◽  
Monika K. Forster ◽  
Ludwig Niessen ◽  
Petr Karlovsky ◽  
Berta Killermann ◽  
...  

AbstractTilletia controversa causing dwarf bunt of wheat is a quarantine pathogen in several countries. Therefore, its specific detection is of great phytosanitary importance. Genomic regions routinely used for phylogenetic inferences lack suitable polymorphisms for the development of species-specific markers. We therefore compared 21 genomes of six Tilletia species to identify DNA regions that were unique and conserved in all T. controversa isolates and had no or limited homology to other Tilletia species. A loop-mediated isothermal amplification (LAMP) assay for T. controversa was developed based on one of these DNA regions. The specificity of the assay was verified using 223 fungal samples comprising 43 fungal species including 11 Tilletia species, in particular 39 specimens of T. controversa, 92 of T. caries and 40 of T. laevis, respectively. The assay specifically amplified genomic DNA of T. controversa from pure cultures and teliospores. Only Tilletia trabutii generated false positive signals. The detection limit of the LAMP assay was 5 pg of genomic DNA per reaction. A test performance study that included five laboratories in Germany resulted in 100% sensitivity and 97.7% specificity of the assay. Genomic regions, specific to common bunt (Tilletia caries and Tilletia laevis together) are also provided.


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