Exploring and Reconstructing Ancestral Anatomies using Ontology-Informed Approaches

dc.contributor.authorTarasov, Sergeien
dc.contributor.authorMiko, Istvanen
dc.contributor.authorYoder, Matthewen
dc.contributor.authorUyeda, Josef C.en
dc.contributor.departmentBiological Sciencesen
dc.date.accessioned2020-08-31T16:26:17Zen
dc.date.available2020-08-31T16:26:17Zen
dc.date.issued2019-06-13en
dc.description.abstractAncestral character state reconstruction has been long used to gain insight into the evolution of individual traits in organisms. However, organismal anatomies (= entire phenotypes) are not merely ensembles of individual traits, rather they are complex systems where traits interact with each other due to anatomical dependencies (when one trait depends on the presence of another trait) and developmental constraints. Comparative phylogenetics has been largely lacking a method for reconstructing the evolution of entire organismal anatomies or organismal body regions. Herein, we present a new approach named PARAMO (Phylogenetic Ancestral Reconstruction of Anatomy by Mapping Ontologies, Tarasov and Uyeda 2019) that takes into account anatomical dependencies and uses stochastic maps (i.e., phylogenetic trees with an instance of mapped evolutionary history of characters, Huelsenbeck et al. 2003) along with anatomy ontologies to reconstruct organismal anatomies. Our approach treats the entire phenotype or its component body regions as single complex characters and allows exploring and comparing phenotypic evolution at different levels of anatomical hierarchy. These complex characters are constructed by ontology-informed amalgamation of elementary characters (i.e., those coded in character matrix) using stochastic maps. In our approach, characters are linked with the terms from an anatomy ontology, which allows viewing them not just as an ensemble of character state tokens but as entities that have their own biological meaning provided by the ontology. This ontologyinformed framework provides new opportunities for tracking phenotypic radiations and anatomical evolution of organisms, which we explore using a large dataset for the insect order Hymenoptera (sawflies, wasps, ants and bees).en
dc.identifier.doihttps://doi.org/10.3897/biss.3.37038en
dc.identifier.urihttp://hdl.handle.net/10919/99874en
dc.identifier.volume3en
dc.language.isoen_USen
dc.publisherPensoften
dc.relation.ispartofBiodiversity_Next 2019en
dc.rightsCreative Commons Attribution 4.0 Internationalen
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/en
dc.subjectcomparative phylogeneticsen
dc.subjectontologiesen
dc.subjectorganismal anatomiesen
dc.subjecttrait evolutionen
dc.subjectHymenopteraen
dc.titleExploring and Reconstructing Ancestral Anatomies using Ontology-Informed Approachesen
dc.title.serialBiodiversity Information Science and Standardsen
dc.typeArticle - Refereeden
dc.typePresentationen

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