Inadvertent Paralog Inclusion Drives Artifactual Topologies and Timetree Estimates in Phylogenomics

Siu-Ting, Karen; Torres-Sánchez, María; San Mauro, Diego; Wilcockson, David; Wilkinson, Mark; Pisani, Davide; O’Connell, Mary J.; Creevey, Christopher J.

Abstract

Increasingly, large phylogenomic datasets include transcriptomic data from non-model organisms. This has allowed controversial and unexplored evolutionary relationships in the tree of life to be addressed but also increases the risk of inadvertent inclusion of paralogs in the analysis. While this may be expected to result in decreased phylogenetic support it is not clear if it could also drive highly supported artefactual relationships. Many groups, including the hyper-diverse Lissamphibia, are especially susceptible to these issues due to ancient gene duplication events, small numbers of sequenced genomes and because transcriptomes are increasingly applied to resolve historically conflicting taxonomic hypotheses. We tested the potential impact of paralog inclusion on the topologies and timetree estimates of the Lissamphibia using published and de novo sequencing data including 18 amphibian species, from which 2,656 single-copy gene families were identified. A novel paralog filtering approach resulted in four differently curated datasets, which were used for phylogenetic reconstructions using Bayesian inference, maximum likelihood and quartet-based supertrees. We found that paralogs drive strongly supported conflicting hypotheses within the Lissamphibia (Batrachia and Procera) and older divergence time estimates even within groups where no variation in topology was observed. All investigated methods, except Bayesian inference with the CAT-GTR model, were found to be sensitive to paralogs, but with filtering convergence to the same answer (Batrachia) was observed. This is the first large-scale study to address the impact of orthology selection using transcriptomic data and emphasises the importance of quality over quantity particularly for understanding relationships of poorly sampled taxa.

Citation

Siu-Ting, K., Torres-Sánchez, M., San Mauro, D., Wilcockson, D., Wilkinson, M., Pisani, D., …Creevey, C. J. (2019). Inadvertent Paralog Inclusion Drives Artifactual Topologies and Timetree Estimates in Phylogenomics. Molecular Biology and Evolution, 36(6), 1344-1356. https://doi.org/10.1093/molbev/msz067

• Journal Article Type: Article
• Acceptance Date: Mar 12, 2019
• Online Publication Date: Mar 23, 2019
• Publication Date: Jun 1, 2019
• Deposit Date: Mar 13, 2019
• Publicly Available Date: Mar 24, 2020
• Journal: Molecular Biology and Evolution
• Print ISSN: 0737-4038
• Electronic ISSN: 1537-1719
• Publisher: Oxford University Press
• Peer Reviewed: Peer Reviewed
• Volume: 36
• Issue: 6
• Pages: 1344-1356
• DOI: https://doi.org/10.1093/molbev/msz067
• Keywords: Genetics; Ecology, Evolution, Behavior and Systematics; Molecular Biology
• Public URL: https://nottingham-repository.worktribe.com/output/1636481
• Publisher URL: https://academic.oup.com/mbe/article/36/6/1344/5418531#135867097