A machine learning algorithm for the automatic classification of genotypes into clonal lineages.

Premise: The prompt categorization of isolates into described clonal lineages is a key tool for the management of its associated disease, potato late blight. New isolates of this pathogen are currently classified by comparing their microsatellite genotypes with characterized clonal lineages, but an automated classification tool would greatly improve this process. Here, we developed a flexible machine learning-based classifier for genotypes.

Reconstructing the Global Migration History of Toward Colombia.

The evolution of new variants of plant pathogens is one of the biggest challenges to controlling and managing plant diseases. Of the forces driving these evolutionary processes, global migration events are particularly important for widely distributed diseases such as potato late blight, caused by the oomycete . However, little is known about its migration routes outside North America and Europe.

A minisatellite-based MLVA for deciphering the global epidemiology of the bacterial cassava pathogen Xanthomonas phaseoli pv. manihotis.

Cassava Bacterial Blight (CBB) is a destructive disease widely distributed in the different areas where this crop is grown. Populations studies have been performed at local and national scales revealing a geographical genetic structure with temporal variations. A global epidemiology analysis of its causal agent Xanthomonas phaseoli pv.

Predicting human RNA quadruplex helicases through comparative sequence approaches and helicase mRNA interactome analyses.

RNA quadruplexes are non-canonical nucleic acid structures involved in several human disease states and are regulated by a specific subset of RNA helicases. Given the difficulty in identifying RNA quadruplex helicases due to the multifunctionality of these enzymes, we sought to provide a comprehensive in silico analysis of features found in validated RNA quadruplex helicases to predict novel human RNA quadruplex helicases. Using the 64 human RNA helicases, we correlated their amino acid compositions with subsets of RNA quadruplex helicases categorized by varying levels of evidence of RNA quadruplex interaction.