1. CALANGO: A phylogeny-aware comparative genomics tool for discovering quantitative genotype-phenotype associations across species.
- Author
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Hongo JA, de Castro GM, Albuquerque Menezes AP, Rios Picorelli AC, Martins da Silva TT, Imada EL, Marchionni L, Del-Bem LE, Vieira Chaves A, Almeida GMF, Campelo F, and Lobo FP
- Abstract
Living species vary significantly in phenotype and genomic content. Sophisticated statistical methods linking genes with phenotypes within a species have led to breakthroughs in complex genetic diseases and genetic breeding. Despite the abundance of genomic and phenotypic data available for thousands of species, finding genotype-phenotype associations across species is challenging due to the non-independence of species data resulting from common ancestry. To address this, we present CALANGO (comparative analysis with annotation-based genomic components), a phylogeny-aware comparative genomics tool to find homologous regions and biological roles associated with quantitative phenotypes across species. In two case studies, CALANGO identified both known and previously unidentified genotype-phenotype associations. The first study revealed unknown aspects of the ecological interaction between Escherichia coli , its integrated bacteriophages, and the pathogenicity phenotype. The second identified an association between maximum height in angiosperms and the expansion of a reproductive mechanism that prevents inbreeding and increases genetic diversity, with implications for conservation biology and agriculture., Competing Interests: The authors declare no competing interests., (© 2023 The Author(s).)
- Published
- 2023
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