Inferring ancient divergences requires genes with strong phylogenetic signals
Abstract
To tackle incongruence, the topological conflict between different gene trees, phylogenomic studies couple concatenation with practices such as rogue taxon removal or the use of slowly evolving genes. Phylogenomic analysis of 1,070 orthologues from 23 yeast genomes identified 1,070 distinct gene trees, which were all incongruent with the phylogeny inferred from concatenation. Incongruence severity increased for shorter internodes located deeper in the phylogeny. Notably, whereas most practices had little or negative impact on the yeast phylogeny, the use of genes or internodes with high average internode support significantly improved the robustness of inference. We obtained similar results in analyses of vertebrate and metazoan phylogenomic data sets. These results question the exclusive reliance on concatenation and associated practices, and argue that selecting genes with strong phylogenetic signals and demonstrating the absence of significant incongruence are essential for accurately reconstructing ancient divergences.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In an analysis of 1030 gene trees of one-to-one orthologs from 23 fungi species, all 1030 gene trees were topologically distinct from each other and from the species tree.
“For example, in an analysis of 1030 gene trees of one-to-one orthologs from 23 fungi species, all 1030 gene trees were topologically distinct from each other and from the species tree [40].”
From OrthoFinder: phylogenetic orthology inference for comparative genomics (2019) · cites this paper as [40]
Cites
A Mathematical Theory of Communication
Shannon, C. E. (1948) · Bell System Technical Journal · doi:10.1002/j.1538-7305.1948.tb01338.x · Cited by 88,486 · see citing works
Gene Ontology: tool for the unification of biology
Ashburner, M., Ball, C. A., Blake, J. A., Botstein, D., Butler, H., Cherry, J. M., Davis, A. P., Dolinski, K., Dwight, S. S., Eppig, J. T., et al. (2000) · Nature Genetics · doi:10.1038/75556 · Cited by 43,206 · see citing works
Whelan, S., & Goldman, N. (2001) · Molecular Biology and Evolution · doi:10.1093/oxfordjournals.molbev.a003851 · Cited by 2,849 · see citing works
Broad phylogenomic sampling improves resolution of the animal tree of life
Dunn, C. W., Hejnol, A., Matus, D. Q., Pang, K., Browne, W. E., Smith, S. A., Seaver, E., Rouse, G. W., Obst, M., Edgecombe, G. D., et al. (2008) · Nature · doi:10.1038/nature06614 · Cited by 1,921 · see citing works
Genome-scale approaches to resolving incongruence in molecular phylogenies.
Rokas, A., Williams, B. L., King, N., & Carroll, S. B. (2003) · Nature · doi:10.1038/nature02053 · Cited by 1,512 · see citing works
Self-citationResolving difficult phylogenetic questions: Why more sequences are not enough
Philippe, H., Brinkmann, H., Lavrov, D. V., Littlewood, D. T. J., Manuel, M., Wörheide, G., & Baurain, D. (2011) · PLoS Biology · doi:10.1371/journal.pbio.1000602 · Cited by 1,129 · see citing works
Phylogenomics: The beginning of incongruence?
JEFFROY, O., BRINKMANN, H., DELSUC, F., & PHILIPPE, H. (2006) · Trends in Genetics · doi:10.1016/j.tig.2006.02.003 · Cited by 698 · see citing works
Rokas, A., & Carroll, S. B. (2006) · PLoS Biology · doi:10.1371/journal.pbio.0040352 · Cited by 315 · see citing works
Self-citationSchierwater, B., Eitel, M., Jakob, W., Osigus, H.-J., Hadrys, H., Dellaporta, S. L., Kolokotronis, S.-O., & DeSalle, R. (2009) · PLoS Biology · doi:10.1371/journal.pbio.1000020 · Cited by 260 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
RAxML version 8: a tool for phylogenetic analysis and post-analysis of large phylogenies
Stamatakis, A. (2014) · Bioinformatics · doi:10.1093/bioinformatics/btu033 · Cited by 32,291 · see citing works
ModelFinder: fast model selection for accurate phylogenetic estimates
Kalyaanamoorthy, S., Minh, B. Q., Wong, T. K. F., von Haeseler, A., & Jermiin, L. S. (2017) · Nature Methods · doi:10.1038/nmeth.4285 · Cited by 18,449 · see citing works
UFBoot2: Improving the Ultrafast Bootstrap Approximation
Hoang, D. T., Chernomor, O., von Haeseler, A., Minh, B. Q., & Vinh, L. S. (2018) · Molecular Biology and Evolution · doi:10.1093/molbev/msx281 · Cited by 10,881 · see citing works
OrthoFinder: phylogenetic orthology inference for comparative genomics
Emms, D. M., & Kelly, S. (2019) · Genome Biology · doi:10.1186/s13059-019-1832-y · Cited by 7,676 · see citing works
Whole-genome analyses resolve early branches in the tree of life of modern birds
Jarvis, E. D., Mirarab, S., Aberer, A. J., Li, B., Houde, P., Li, C., Ho, S. Y. W., Faircloth, B. C., Nabholz, B., Howard, J. T., et al. (2014) · Science · doi:10.1126/science.1253451 · Cited by 1,901 · see citing works
Tempo and Mode of Genome Evolution in the Budding Yeast Subphylum
Shen, X.-X., Opulente, D. A., Kominek, J., Zhou, X., Steenwyk, J. L., Buh, K. V., Haase, M. A. B., Wisecaver, J. H., Wang, M., Doering, D. T., et al. (2018) · Cell · doi:10.1016/j.cell.2018.10.023 · Cited by 619 · see citing works
Self-citationContentious relationships in phylogenomic studies can be driven by a handful of genes
Shen, X.-X., Hittinger, C. T., & Rokas, A. (2017) · Nature Ecology & Evolution · doi:10.1038/s41559-017-0126 · Cited by 520 · see citing works
Self-citationStatistical binning enables an accurate coalescent-based estimation of the avian tree
Mirarab, S., Bayzid, M. S., Boussau, B., & Warnow, T. (2014) · Science · doi:10.1126/science.1250463 · Cited by 257 · see citing works
Genome-wide interrogation advances resolution of recalcitrant groups in the tree of life
Arcila, D., Ortí, G., Vari, R., Armbruster, J. W., Stiassny, M. L. J., Ko, K. D., Sabaj, M. H., Lundberg, J., Revell, L. J., & Betancur-R., R. (2017) · Nature Ecology & Evolution · doi:10.1038/s41559-016-0020 · Cited by 243 · see citing works
Borowiec, M. L., Lee, E. K., Chiu, J. C., & Plachetzki, D. C. (2015) · doi:10.1101/013946 · Cited by 172 · see citing works
Non-photosynthetic predators are sister to red algae
Gawryluk, R. M. R., Tikhonenkov, D. V., Hehenberger, E., Husnik, F., Mylnikov, A. P., & Keeling, P. J. (2019) · Nature · doi:10.1038/s41586-019-1398-6 · Cited by 148 · see citing works
TreSpEx-detection of misleading signal in phylogenetic reconstructions based on tree information
Struck, T. H. (2014) · Evolutionary Bioinformatics · doi:10.4137/ebo.s14239 · Cited by 128 · see citing works
An estimate of the deepest branches of the tree of life from ancient vertically evolving genes
Moody, E. R., Mahendrarajah, T. A., Dombrowski, N., Clark, J. W., Petitjean, C., Offre, P., Szöllősi, G. J., Spang, A., & Williams, T. A. (2022) · eLife · doi:10.7554/elife.66695 · Cited by 95 · see citing works
Phylogenetic Signal, Congruence, and Uncertainty across Bacteria and Archaea
Martinez-Gutierrez, C. A., & Aylward, F. O. (2021) · Molecular Biology and Evolution · doi:10.1093/molbev/msab254 · Cited by 95 · see citing works
Mitogenomics at the base of Metazoa
Osigus, H.-J., Eitel, M., Bernt, M., Donath, A., & Schierwater, B. (2013) · Molecular Phylogenetics and Evolution · doi:10.1016/j.ympev.2013.07.016 · Cited by 89 · see citing works
Evolution of ecological dominance of yeast species in high-sugar environments
Williams, K. M., Liu, P., & Fay, J. C. (2015) · Evolution · doi:10.1111/evo.12707 · Cited by 59 · see citing works
Nespolo, R. F., Solano‐Iguaran, J. J., Paleo‐López, R., Quintero‐Galvis, J. F., Cubillos, F. A., & Bozinovic, F. (2020) · Ecology and Evolution · doi:10.1002/ece3.6208 · Cited by 9 · see citing works
- Authors
- Salichos, L., & Rokas, A.
- Affiliations
- Vanderbilt University (US)
- Corresponding author
- Rokas, Antonis
- Venue
- Nature
- Published
- 2013-05
- Volume
- 497
- Issue
- 7449
- Pages
- 327-331
- ISSN
- 0028-0836 (ISSN-L)
- 1476-4687
- OpenAlex
- W2012220164
- Cited by
- 616
- References
- 9
- Citations by year
- 2026: 29 · 2025: 29 · 2024: 37 · 2023: 29 · 2022: 28 · 2021: 43 · 2020: 48 · 2019: 52 · 2018: 53 · 2017: 68 · 2016: 58 · 2015: 65 · 2014: 56 · 2013: 21
- FWCI
- 25.36
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Nature (publishedVersion)
- PubMed (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Phylogenetic Studies
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protist diversity and phylogeny
- Physical Sciences › Earth and Planetary Sciences › Paleontology › Evolution and Paleontology Studies
- Keywords
- gene tree discordance, phylogenetic signal strength, gene tree reconciliation, yeast phylogeny, orthologs, phylogenetic robustness
- MeSH terms
- Candida, Genes, Fungal, Models, Genetic, Phylogeny, Saccharomyces, Time Factors, Sequence Alignment, Genome, Fungal, Evolution, Molecular, Databases, Genetic
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review