CATSNAP: a user-friendly algorithm for determining the conservation of protein variants reveals extensive parallelisms in the evolution of alternative splicing

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Publikace nespadá pod Ústav výpočetní techniky, ale pod Středoevropský technologický institut. Oficiální stránka publikace je na webu muni.cz.
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TIMOFEYENKO Kseniya KANAVALAU Dzmitry ALEXIOU Panagiotis KALYNA Maria RŮŽIČKA Kamil

Rok publikování 2023
Druh Článek v odborném periodiku
Časopis / Zdroj New Phytologist
Fakulta / Pracoviště MU

Středoevropský technologický institut

Citace
www https://doi.org/10.1111/nph.18799
Doi http://dx.doi.org/10.1111/nph.18799
Klíčová slova alternative splicing; bioinformatics; determinism; isoforms; machine learning; molecular evolution; transcriptome
Popis Understanding the evolutionary conservation of complex eukaryotic transcriptomes significantly illuminates the physiological relevance of alternative splicing (AS). Examining the evolutionary depth of a given AS event with ordinary homology searches is generally challenging and time-consuming. Here, we present Catsnap, an algorithmic pipeline for assessing the conservation of putative protein isoforms generated by AS. It employs a machine learning approach following a database search with the provided pair of protein sequences. We used the Catsnap algorithm for analyzing the conservation of emerging experimentally characterized alternative proteins from plants and animals. Indeed, most of them are conserved among other species. Catsnap can detect the conserved functional protein isoforms regardless of the AS type by which they are generated. Notably, we found that while the primary amino acid sequence is maintained, the type of AS determining the inclusion or exclusion of protein regions varies throughout plant phylogenetic lineages in these proteins. We also document that this phenomenon is less seen among animals. In sum, our algorithm highlights the presence of unexpectedly frequent hotspots where protein isoforms recurrently arise to carry physiologically relevant functions. The user web interface is available at https://catsnap.cesnet.cz/.
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