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Catsnap: a user-friendly algorithm for determining the conservation of protein variants reveals extensive parallelisms in the evolution of alternative splicing.
Timofeyenko, Ksenia; Kanavalau, Dzmitry; Alexiou, Panagiotis; Kalyna, Maria; Ruzicka, Kamil.
Afiliação
  • Timofeyenko K; Laboratory of Hormonal Regulations in Plants, Institute of Experimental Botany, Czech Academy of Sciences, 165 02, Prague 6, Czech Republic.
  • Kanavalau D; Functional Genomics and Proteomics of Plants and National Centre for Biomolecular Research, Masaryk University, 625 00, Brno, Czech Republic.
  • Alexiou P; Na Vrsku 15, 150 00, Prague 5, Czech Republic.
  • Kalyna M; Central European Institute of Technology, Masaryk University, 625 00, Brno, Czech Republic.
  • Ruzicka K; Department of Applied Genetics and Cell Biology, Institute of Molecular Plant Biology, University of Natural Resources and Life Sciences (BOKU), 1190, Vienna, Austria.
New Phytol ; 238(4): 1722-1732, 2023 05.
Article em En | MEDLINE | ID: mdl-36751910
ABSTRACT
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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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Algoritmos / Processamento Alternativo Idioma: En Ano de publicação: 2023 Tipo de documento: Article

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Algoritmos / Processamento Alternativo Idioma: En Ano de publicação: 2023 Tipo de documento: Article