Phylogenetic tree building in the genomic age.
Paschalia KapliZiheng YangMaximilian J TelfordPublished in: Nature reviews. Genetics (2020)
Knowing phylogenetic relationships among species is fundamental for many studies in biology. An accurate phylogenetic tree underpins our understanding of the major transitions in evolution, such as the emergence of new body plans or metabolism, and is key to inferring the origin of new genes, detecting molecular adaptation, understanding morphological character evolution and reconstructing demographic changes in recently diverged species. Although data are ever more plentiful and powerful analysis methods are available, there remain many challenges to reliable tree building. Here, we discuss the major steps of phylogenetic analysis, including identification of orthologous genes or proteins, multiple sequence alignment, and choice of substitution models and inference methodologies. Understanding the different sources of errors and the strategies to mitigate them is essential for assembling an accurate tree of life.
Keyphrases
- bioinformatics analysis
- genome wide
- high resolution
- electronic health record
- drinking water
- genome wide identification
- patient safety
- emergency department
- dna methylation
- single cell
- gene expression
- copy number
- machine learning
- health insurance
- decision making
- mass spectrometry
- genome wide analysis
- single molecule
- deep learning
- artificial intelligence
- quality improvement
- case control