Mammal placental phenotypes are predictable from microRNA repertoires.
Fenn, J.; Edge, J. C.; Ovchinnikov, V.; Amelkina, O.; Sinclair, M.; De Bem, T. H. C.; Bridi, A.; Malo-Estepa, I.; Tinning, H.; Gonella-Diaza, A.; Perecin, F.; da Silveira, J. C.; Pugliesi, G.; Meirelles, F. V.; Butt, Z.; Fromm, B.; McInerney, J. O.; Forde, N.; O'Connell, M. J.
Show abstract
Despite >100 million years of mammal diversification, similar placental morphologies have independently evolved multiple times, presenting a long-standing evolutionary puzzle: what genetic mechanisms lead to convergent forms? MicroRNAs (miRNAs), despite their diversity in mammals and known roles as developmental regulators, remain under-examined as drivers of morphological evolution. We identified presence-absence patterns for 429 miRNA gene families across 300 eutherian genomes and discovered that placental phenotype is highly predictable from genomic miRNA repertoires (classification accuracy >94-97%). We identified 30 miRNA gene families associated with placentation type, whose gene targets are enriched for developmental processes. Notably, convergent placental morphologies consistently involve identical miRNA families, revealing that evolution is constrained to predictable genetic pathways. We demonstrate evidence of mechanism through MIR-11968, associated with cotyledonary placentation and displaying tissue-restricted expression in cows. MiRNA-mediated regulation therefore constrains placental morphological diversification into reproducible programs, offering insights into how genetic architecture shapes the predictability of convergent evolution. Significance StatementThe genetic architecture that repeatedly guides distinct mammal lineages towards similar complex placental phenotypes has, until now, remained elusive. We leverage an extensive comparative genomic dataset of 429 microRNA gene families across 300 eutherian genomes and identify 30 specific microRNA gene families whose presence or absence patterns are strongly associated with different placentation types. We discover that placental phenotype is highly predictable from genomic microRNA repertoires, and that convergent placental morphologies consistently involve identical microRNA families. We provide evidence of the role MiR11968 in the cotyledonary placental phenotype, exhibiting tissue-restricted expression in cows. This striking pattern reveals a fundamental principle of evolution: that the genetic pathways available for complex morphological innovation are far more constrained and predictable than previously appreciated.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- Maternal obesity and offspring neurodevelopment are associated with hypoxic gene expression in term human placenta 93%
- Multi-trait genome-wide association study identifies novel endometrial cancer risk loci that are associated with obesity or female testosterone levels 92%
- A spatially-tracked single cell transcriptomics map of neuronal networks in the intrinsic cardiac nervous system 92%
Similar papers in this journal
- The transcriptomic landscape of monosomy X (45,X) during early human fetal and placental development 94%
- The evolution and convergence of mutation spectra across mammals 93%
- Whole-genome sequence analysis unveils different origins of European and Asiatic mouflon and domestication-related genes in sheep 93%
Similar papers in this journal
- Affinity-tagged SMAD1 and SMAD5 mouse lines reveal transcriptional reprogramming mechanisms during early pregnancy 93%
- Single Cell Transcriptional Signatures of the Human Placenta in Term and Preterm Parturition 93%
- Evolutionary transcriptomics implicates HAND2 in the origins of implantation and regulation of gestation length 93%
"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.