Acknowledgement
We thank the CSB lab members. This research was supported by the Basic Science Research Program of the National Research Foundation of Korea (NRF), funded by the Ministry of Education (NRF-2019R1F1A1062411 to CP, NRF-2016R1A6A1A03012647 to H-G Lee, NRF-2020R1A2C3005053 to KYK) and by the "Research center for fishery resource management based on the information and communication technology," funded by the Ministry of Oceans and Fisheries, Korea (2021, grant number 20180384 to CP).
References
- Bolger, A. M., Lohse, M. & Usadel, B. 2014. Trimmomatic: a flexible trimmer for Illumina sequence data. Bioinformatics 30:2114-2120. https://doi.org/10.1093/bioinformatics/btu170
- Buchfink, B., Xie, C. & Huson, D. H. 2015. Fast and sensitive protein alignment using DIAMOND. Nat. Methods 12:59-60. https://doi.org/10.1038/nmeth.3176
- Burki, F., Roger, A. J., Brown, M. W. & Simpson, A. G. B. 2020. The new tree of eukaryotes. Trends Ecol. Evol. 35:43-55. https://doi.org/10.1016/j.tree.2019.08.008
- Camacho, C., Coulouris, G., Avagyan, V., Ma, N., Papadopoulos, J., Bealer, K. & Madden, T. L. 2009. BLAST+: architecture and applications. BMC Bioinformatics 10:421. https://doi.org/10.1186/1471-2105-10-421
- Caron, D. A., Alexander, H., Allen, A. E., Archibald, J. M., Armbrust, E. V., Bachy, C., Bell, C. J., Bharti, A., Dyhrman, S. T., Guida, S. M., Heidelberg, K. B., Kaye, J. Z., Metzner, J., Smith, S. R. & Worden, A. Z. 2017. Probing the evolution, ecology and physiology of marine protists using transcriptomics. Nat. Rev. Microbiol. 15:6-20. https://doi.org/10.1038/nrmicro.2016.160
- Cheon, S., Zhang, J. & Park, C. 2020. Is phylotranscriptomics as reliable as phylogenomics? Mol. Biol. Evol. 37:3672-3683. https://doi.org/10.1093/molbev/msaa181
- Delsuc, F., Brinkmann, H. & Philippe, H. 2005. Phylogenomics and the reconstruction of the tree of life. Nat. Rev. Genet. 6:361-375. https://doi.org/10.1038/nrg1603
- Emms, D. M. & Kelly, S. 2019. OrthoFinder: phylogenetic orthology inference for comparative genomics. Genome Biol. 20:238. https://doi.org/10.1186/s13059-019-1832-y
- Fu, L., Niu, B., Zhu, Z., Wu, S. & Li, W. 2012. CD-HIT: accelerated for clustering the next-generation sequencing data. Bioinformatics 28:3150-3152. https://doi.org/10.1093/bioinformatics/bts565
- Haas, B. J., Papanicolaou, A., Yassour, M., Grabherr, M., Blood, P. D., Bowden, J., Couger, M. B., Eccles, D., Li, B., Lieber, M., MacManes, M. D., Ott, M., Orvis, J., Pochet, N., Strozzi, F., Weeks, N., Westerman, R., William, T., Dewey, C. N., Henschel, R., LeDuc, R. D., Friedman, N. & Regev, A. 2013. De novo transcript sequence reconstruction from RNA-seq using the Trinity platform for reference generation and analysis. Nat. Protoc. 8:1494-1512. https://doi.org/10.1038/nprot.2013.084
- Hittinger, C. T., Johnston, M., Tossberg, J. T. & Rokas, A. 2010. Leveraging skewed transcript abundance by RNA-Seq to increase the genomic depth of the tree of life. Proc. Natl. Acad. Sci. U. S. A. 107:1476-1481. https://doi.org/10.1073/pnas.0910449107
- Irisarri, I., Baurain, D., Brinkmann, H., Delsuc, F., Sire, J. -Y., Kupfer, A., Petersen, J., Jarek, M., Meyer, A., Vences, M. & Philippe, H. 2017. Phylotranscriptomic consolidation of the jawed vertebrate timetree. Nat. Ecol. Evol. 1:1370-1378. https://doi.org/10.1038/s41559-017-0240-5
- Janouskovec, J., Gavelis, G. S., Burki, F., Dinh, D., Bachvaroff, T. R., Gornik, S. G., Bright, K. J., Imanian, B., Strom, S. L., Delwiche, C. F., Waller, R. F., Fensome, R. A., Leander, B. S., Rohwer, F. L. & Saldarriaga, J. F. 2017. Major transitions in dinoflagellate evolution unveiled by phylotranscriptomics. Proc. Natl. Acad. Sci. U. S. A. 114:E171-E180.
- Kocot, K. M., Cannon, J. T., Todt, C., Citarella, M. R., Kohn, A. B., Meyer, A., Santos, S. R., Schander, C., Moroz, L. L., Lieb, B. & Halanych, K. M. 2011. Phylogenomics reveals deep molluscan relationships. Nature 477:452-456. https://doi.org/10.1038/nature10382
- Martin, J. A. & Wang, Z. 2011. Next-generation transcriptome assembly. Nat. Rev. Genet. 12:671-682. https://doi.org/10.1038/nrg3068
- Meusemann, K., von Reumont, B. M., Simon, S., Roeding, F., Strauss, S., Kuck, P., Ebersberger, I., Walzl, M., Pass, G., Breuers, S., Achter, V., von Haeseler, A., Burmester, T., Hadrys, H., Wagele, J. W. & Misof, B. 2010. A phylogenomic approach to resolve the arthropod tree of life. Mol. Biol. Evol. 27:2451-2464. https://doi.org/10.1093/molbev/msq130
- Minh, B. Q., Schmidt, H. A., Chernomor, O., Schrempf, D., Woodhams, M. D., von Haeseler, A. & Lanfear, R. 2020. IQ-TREE 2: new models and efficient methods for phylogenetic inference in the genomic era. Mol. Biol. Evol. 37:1530-1534. https://doi.org/10.1093/molbev/msaa015
- Murat, F., Armero, A., Pont, C., Klopp, C. & Salse, J. 2017. Reconstructing the genome of the most recent common ancestor of flowering plants. Nat. Genet. 49:490-496. https://doi.org/10.1038/ng.3813
- Price, D. C. & Bhattacharya, D. 2017. Robust Dinoflagellata phylogeny inferred from public transcriptome databases. J. Phycol. 53:725-729. https://doi.org/10.1111/jpy.12529
- Riesgo, A., Farrar, N., Windsor, P. J., Giribet, G. & Leys, S. P. 2014. The analysis of eight transcriptomes from all poriferan classes reveals surprising genetic complexity in sponges. Mol. Biol. Evol. 31:1102-1120. https://doi.org/10.1093/molbev/msu057
- Rokas, A., Williams, B. L., King, N. & Carroll, S. B. 2003. Genome-scale approaches to resolving incongruence in molecular phylogenies. Nature 425:798-804. https://doi.org/10.1038/nature02053
- Smith, S. A. & Dunn, C. W. 2008. Phyutility: a phyloinformatics tool for trees, alignments and molecular data. Bioinformatics 24:715-716. https://doi.org/10.1093/bioinformatics/btm619
- Song, H., Bethoux, O., Shin, S., Donath, A., Letsch, H., Liu, S., McKenna, D. D., Meng, G., Misof, B., Podsiadlowski, L., Zhou, X., Wipfler, B. & Simon, S. 2020. Phylogenomic analysis sheds light on the evolutionary pathways towards acoustic communication in Orthoptera. Nat. Commun. 11:4939. https://doi.org/10.1038/s41467-020-18739-4
- Stephens, T. G., Ragan, M. A., Bhattacharya, D. & Chan, C. X. 2018. Core genes in diverse dinoflagellate lineages include a wealth of conserved dark genes with unknown functions. Sci. Rep. 8:17175. https://doi.org/10.1038/s41598-018-35620-z
- Strassert, J. F. H., Irisarri, I., Williams, T. A. & Burki, F. 2021. A molecular timescale for eukaryote evolution with implications for the origin of red algal-derived plastids. Nat. Commun. 12:1879. https://doi.org/10.1038/s41467-021-22044-z
- Struck, T. H., Paul, C., Hill, N., Hartmann, S., Hosel, C., Kube, M., Lieb, B., Meyer, A., Tiedemann, R., Purschke, G. & Bleidorn, C. 2011. Phylogenomic analyses unravel annelid evolution. Nature 471:95-98. https://doi.org/10.1038/nature09864
- von Reumont, B. M., Jenner, R. A., Wills, M. A., Dell'ampio, E., Pass, G., Ebersberger, I., Meyer, B., Koenemann, S., Iliffe, T. M., Stamatakis, A., Niehuis, O., Meusemann, K. & Misof, B. 2012. Pancrustacean phylogeny in the light of new phylogenomic data: support for Remipedia as the possible sister group of Hexapoda. Mol. Biol. Evol. 29:1031-1045. https://doi.org/10.1093/molbev/msr270
- Wang, Z., Gerstein, M. & Snyder, M. 2009. RNA-Seq: a revolutionary tool for transcriptomics. Nat. Rev. Genet. 10:57-63. https://doi.org/10.1038/nrg2484
- Wickett, N. J., Mirarab, S., Nguyen, N., Warnow, T., Carpenter, E., Matasci, N., Ayyampalayam, S., Barker, M. S., Burleigh, J. G., Gitzendanner, M. A., Ruhfel, B. R., Wafula, E., Der, J. P., Graham, S. W., Mathews, S., Melkonian, M., Soltis, D. E., Soltis, P. S., Miles, N. W., Rothfels, C. J., Pokorny, L., Shaw, A. J., DeGironimo, L., Stevenson, D. W., Surek, B., Villarreal, J. C., Roure, B., Philippe, H., dePamphilis, C. W., Che, T., Deyholos, M. K., Baucom, R. S., Kutchan, T. M., Augustin, M. M., Wang, J., Zhang, Y., Tian, Z., Yan, Z., Wu, X., Sun, X., Wong, G. K. -S. & Lee-bens-Mack, J. 2014. Phylotranscriptomic analysis of the origin and early diversification of land plants. Proc. Natl. Acad. Sci. U. S. A. 111:E4859-E4868.
- Zeng, L., Zhang, Q., Sun, R., Kong, H., Zhang, N. & Ma, H. 2014. Resolution of deep angiosperm phylogeny using conserved nuclear genes and estimates of early divergence times. Nat. Commun. 5:4956. https://doi.org/10.1038/ncomms5956
- Zou, Z. & Zhang, J. 2016. Morphological and molecular convergences in mammalian phylogenetics. Nat. Commun. 7:12758. https://doi.org/10.1038/ncomms12758