Phylogeny-aware modeling uncovers molecular functional convergences associated with complex multicellularity in Eukarya
Pereira Lobo, F.; Benjamim da Costa, D.; Martins da Silva, T. T.; de Oliveira, M. D.
Show abstract
A major trait of Eukarya is the independent evolution of complex multicellular lineages of animals and plants with specialized cell types organized in tissues, organs and systems. The number of cell types (NCT) has been commonly adopted as a proxy in comparative studies investigating the genomic evolution of biological complexity. Although expansions of homologous genes playing roles in extracellular processes, signal transduction pathways, and the immune system have been reported as associated with NCT variation in metazoans, the evolutionary patterns coordinating the genomic evolution of multicellularity throughout Eukarya remain poorly understood. We used Gene Ontology (GO) as a genome annotation scaffold to represent biological functions shared by genes regardless of their homology relationships to search for molecular functional convergences associated with NCT. For that we integrated phenotypic, genomic, annotation and phylogenetic data to build phylogeny-aware models and searched for expansions of homologous regions and of GO terms associated with NCT values across 49 eukaryotic species, including complex multicellular plants and metazoans. Virtually all homologous regions associated with NCT are metazoan- and vertebrate-specific expansions of paralogs with key roles in developmental pathways. The functional annotation, in contrast, detected previously unknown biological themes coded by non-homologous genes independently expanded in multicellular plants and metazoans, such as system and anatomical development, immunity, regulatory mechanisms of embryogenesis, response to external stimuli and detection of natural rhythmic processes. Our findings unveil functional molecular convergences shared by these contrasting groups due to common selective pressures in the lifestyle of complex multicellular lineages.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- Purging genomes of contamination eliminates systematic bias from evolutionary analyses of ancestral genomes 96%
- A comparative analysis of planarian genomes reveals regulatory conservation in the face of rapid structural divergence 95%
- A free-living protist that lacks canonical eukaryotic DNA replication and segregation systems 95%
Similar papers in this journal
- Genomes of Symbiodiniaceae reveal extensive sequence divergence but conserved functions at family and genus levels 94%
- A common venomous ancestor? Prevalent bee venom genes evolved before the aculeate stinger while few major toxins are bee-specific 93%
- Three-dimensional genome architecture connects chromatin structure and function in a major wheat pathogen 93%
Similar papers in this journal
- Ancient origins of complex neuronal genes 95%
- The unique neuronal structure and neuropeptide repertoire in the ctenophore Mnemiopsis leidyi shed light on the evolution of animal nervous systems 94%
- The expanded Bostrychia moritziana genome unveils evolution in the most diverse and complex order of red algae 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.