Evidence map›Paper›PMID 36751910›Full record

ArticleThe New phytologist2023

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

Ksenia Timofeyenko, Dzmitry Kanavalau, Panagiotis Alexiou, Maria Kalyna, Kamil Růžička

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Article in The New phytologist, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Ksenia TimofeyenkoLaboratory of Hormonal Regulations in Plants, Institute of Experimental Botany, Czech Academy of Sciences, 165 02, Prague 6, Czech Republic.ORCID 0000-0002-1454-862X
Dzmitry KanavalauNa Vršku 15, 150 00, Prague 5, Czech Republic.ORCID 0000-0002-4802-1631
Panagiotis AlexiouCentral European Institute of Technology, Masaryk University, 625 00, Brno, Czech Republic.ORCID 0000-0003-3437-7482
Maria KalynaDepartment of Applied Genetics and Cell Biology, Institute of Molecular Plant Biology, University of Natural Resources and Life Sciences (BOKU), 1190, Vienna, Austria.ORCID 0000-0003-4702-7625
Kamil RůžičkaLaboratory of Hormonal Regulations in Plants, Institute of Experimental Botany, Czech Academy of Sciences, 165 02, Prague 6, Czech Republic.ORCID 0000-0002-0602-2046

Funding

Austrian Science Fund FWF I 3351
6 · The paper itself

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/.

Indexed as

AlgorithmsAlternative SplicingAmino Acid SequenceAnimalsConserved SequenceEvolution, MolecularMutant ProteinsPhylogenyPlantsProtein IsoformsMutant ProteinsProtein Isoformsalternative splicingbioinformaticsdeterminismisoformsmachine learningmolecular evolutiontranscriptome

Identifiers

PMID36751910
PMCPMC10952736

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.