Genome-resolved biogeography of Phaeocystales, cosmopolitan bloom-forming algae
Jazyk angličtina Země Velká Británie, Anglie Médium electronic
Typ dokumentu časopisecké články
Grantová podpora
NA15OAR4320071
United States Department of Commerce | National Oceanic and Atmospheric Administration (NOAA)
NA19NOS4780181
United States Department of Commerce | National Oceanic and Atmospheric Administration (NOAA)
NSF OCE-1756884
National Science Foundation (NSF)
970820
Simons Foundation
PubMed
41022706
PubMed Central
PMC12480563
DOI
10.1038/s41467-025-63565-1
PII: 10.1038/s41467-025-63565-1
Knihovny.cz E-zdroje
- MeSH
- fylogeneze MeSH
- fylogeografie MeSH
- genom MeSH
- genomika MeSH
- Haptophyta * genetika klasifikace metabolismus MeSH
- metagenom MeSH
- oceány a moře MeSH
- přenos genů horizontální MeSH
- Publikační typ
- časopisecké články MeSH
- Geografické názvy
- oceány a moře MeSH
Phaeocystales, comprising the genus Phaeocystis and an uncharacterized sister lineage, are nanoplanktonic haptophytes widespread in the global ocean. Several species form mucilaginous colonies and influence key biogeochemical cycles, yet their underlying diversity and ecological strategies remain underexplored. Here, we present new genomic data from 13 strains, including three high-quality reference genomes (N50 > 30 kbp), and integrate previous metagenome-assembled genomes to resolve a robust phylogeny. Divergence timing of P. antarctica aligns with Miocene cooling and Southern Ocean isolation. Genomic traits reveal metabolic flexibility, including mixotrophic nitrogen acquisition in temperate waters and gene expansions linked to polar nutrient adaptation. Concordantly, transcriptomic comparisons between temperate and polar Phaeocystis suggest Southern Ocean populations experience iron and B12 limitation. We also identify signatures of horizontal gene transfer and endogenous giant virus/virophage insertions. Together, these findings highlight Phaeocystales as an ecologically versatile and geographically widespread lineage shaped by evolutionary innovation and adaptation to contrasting environmental stressors.
ARC Centre of Excellence in Synthetic Biology Macquarie University Sydney Australia
Center for Microbiome Innovation University of California San Diego La Jolla CA USA
Department of Bioengineering University of California San Diego La Jolla CA USA
Department of Earth and Environmental Sciences Rutgers University Newark Newark NJ USA
Department of Pediatrics University of California San Diego La Jolla CA USA
Department of Plant and Microbial Biology University of California Berkeley Berkeley CA USA
European Molecular Biology Laboratory 69117 Heidelberg Germany
Genome Sequencing Center HudsonAlpha Institute for Biotechnology Huntsville AL USA
Hollings Marine Laboratory College of Charleston Charleston SC USA
Institut de Biologie de l'École Normale Supérieure CNRS Paris UK
Microbial and Environmental Genomics J Craig Venter Institute La Jolla CA USA
NIOZ Royal Netherlands Institute for Sea Research Den Burg The Netherlands
Program in Materials Science and Engineering University of California San Diego La Jolla CA USA
School of Natural Sciences Macquarie University Sydney Australia
Scripps Institution of Oceanography University of California San Diego La Jolla CA USA
Skidaway Institute of Oceanography University of Georgia Savannah GA USA
Stanford University Department of Earth System Science Stanford CA USA
Station Biologique de Roscoff CNRS Sorbonne Université Roscoff France
Université Paris Saclay INRAE Institute of Plant Sciences Paris Saclay Gif sur Yvette France
Université Paris Saclay INRAE URGI 78026 Versailles France
University of South Bohemia České Budějovice Czech Republic
University of South Florida St Petersburg FL USA
Zobrazit více v PubMed
Baumann, M. E. M., Lancelot, C., Brandini, F. P., Sakshaug, E. & John, D. M. The taxonomic identity of the cosmopolitan prymnesiophyte
Schoemann, V., Becquevort, S., Stefels, J., Rousseau, V. & Lancelot, C.
Smith, W. O. & Trimborn, S. PubMed
Le Quéré, C. et al. Ecosystem dynamics based on plankton functional types for global ocean biogeochemistry models.
Vogt, M. et al. Global marine plankton functional type biomass distributions:
Lawton, J. H. & Jones, C. G. Linking species and ecosystems: Organisms as ecosystem engineers. in
Smith, W. O. et al. Importance of
DiTullio, G. R. et al. Rapid and early export of PubMed
Stefels, J. & Van Leeuwe, M. A. Effects of iron and light stress on the biochemical composition of antarctic
Kramer, S. J. & Siegel, D. A. How can phytoplankton pigments be best used to characterize surface ocean phytoplankton groups for ocean color remote sensing algorithms?. PubMed PMC
Nissen, C. & Vogt, M. Factors controlling the competition between
Buitenhuis, E. T. et al. MAREDAT: Towards a world atlas of MARine ecosystem data.
Carradec, Q. et al. A global ocean atlas of eukaryotic genes. PubMed PMC
Sow, S. L. S., Trull, T. W. & Bodrossy, L. Oceanographic fronts shape PubMed PMC
Arrigo, K. R. et al. Phytoplankton taxonomic variability in nutrient utilization and primary production in the Ross Sea.
Karasiewicz, S., Breton, E., Lefebvre, A., Hernández Fariñas, T. & Lefebvre, S. Realized niche analysis of phytoplankton communities involving HAB: PubMed
Lancelot, C. The mucilage phenomenon in the continental coastal waters of the North Sea.
Arrigo, K. R. et al. Phytoplankton community structure and the drawdown of nutrients and CO2 in the Southern Ocean. PubMed
Gast, R. J., Moran, D. M., Dennett, M. R. & Caron, D. A. Kleptoplasty in an Antarctic dinoflagellate: Caught in evolutionary transition?. PubMed
Decelle, J. et al. An original mode of symbiosis in open ocean plankton. PubMed PMC
Koch, F., Beszteri, S., Harms, L. & Trimborn, S. The impacts of iron limitation and ocean acidification on the cellular stoichiometry, photophysiology, and transcriptome of
Wu, M. et al. Manganese and iron deficiency in southern ocean PubMed PMC
Moisan, T. A., Olaizola, M. & Mitchell, B. G. Xanthophyll cycling in
Brussaard, C. P. D., Kuipers, B. & Veldhuis, M. J. W. A mesocosm study of
Rousseau, V., Chrétiennot-Dinet, M. J., Jacobsen, A., Verity, P. & Whipple, S. The life cycle of
Koid, A. E. et al. Comparative transcriptome analysis of four prymnesiophyte algae. PubMed PMC
Rizkallah, M. R. et al. Deciphering patterns of adaptation and acclimation in the transcriptome of PubMed
Koppelle, S. et al. Mixotrophy in the bloom-forming genus PubMed
Delmont, T. O., Hammar, K. M., Ducklow, H. W., Yager, P. L. & Post, A. F. PubMed PMC
Bender, S. J. et al. Colony formation in
Brisbin, M. M., Mitarai, S., Saito, M. A. & Alexander, H. Microbiomes of bloom-forming PubMed PMC
Verity, P. G. et al. Current understanding of
Peperzak, L. & Gäbler-Schwarz, S. Current knowledge of the life cycles of PubMed
Brussaard, C. P. D., Bratbak, G., Baudoux, A. C. & Ruardij, P.
Hamm, C. E. Architecture, ecology and biogeochemistry of
Delmont, T. O. et al. Functional repertoire convergence of distantly related eukaryotic plankton lineages abundant in the sunlit ocean. PubMed PMC
Grigoriev, I. V. et al. MycoCosm portal: gearing up for 1000 fungal genomes. PubMed PMC
Grigoriev, I. V. et al. PhycoCosm, a comparative algal genomics resource. PubMed PMC
Keeling, P. J. et al. The marine microbial eukaryote transcriptome sequencing project (MMETSP): illuminating the functional diversity of eukaryotic life in the oceans through transcriptome sequencing. PubMed PMC
Read, B. A. et al. Pan genome of the phytoplankton PubMed
Chen, N. et al. Chromosome-scale genome assembly reveals insights into the evolution and ecology of the harmful algal bloom species PubMed PMC
Hovde, B. T. et al. The mitochondrial and chloroplast genomes of the haptophyte PubMed PMC
Yang, P. et al. Phylogeny and genetic variations of the three genome compartments in haptophytes shed light on the rapid evolution of coccolithophores. PubMed
Moore, R. B. et al. A photosynthetic alveolate closely related to apicomplexan parasites. PubMed
Su, H. J. et al. Novel genetic code and record-setting AT-richness in the highly reduced plastid genome of the holoparasitic plant PubMed PMC
Andersen, R. A., Bailey, J. C., Decelle, J. & Probert, I.
Medlin, L. & Zingone, A. A taxonomic review of the genus.
Leutert, T. J., Auderset, A., Martínez-García, A., Modestou, S. & Meckler, A. N. Coupled Southern Ocean cooling and Antarctic ice sheet expansion during the middle Miocene.
Massana, R. & Pedrós-Alió, C. Unveiling new microbial eukaryotes in the surface ocean. PubMed
De Vargas, C. et al. Eukaryotic plankton diversity in the sunlit ocean. PubMed
Giner, C. R. et al. Environmental sequencing provides reasonable estimates of the relative abundance of specific picoeukaryotes. PubMed PMC
James, C. C. et al. Influence of nutrient supply on plankton microbiome biodiversity and distribution in a coastal upwelling region. PubMed PMC
Piganeau, G., Eyre-Walker, A., Grimsley, N. & Moreau, H. How and why DNA barcodes underestimate the diversity of microbial eukaryotes. PubMed PMC
Bertrand, E. M. et al. Phytoplankton-bacterial interactions mediate micronutrient colimitation at the coastal Antarctic sea ice edge. PubMed PMC
Alexander, H. et al. Functional group-specific traits drive phytoplankton dynamics in the oligotrophic ocean. PubMed PMC
Salazar, G. et al. Gene expression changes and community turnover differentially shape the global ocean metatranscriptome. PubMed PMC
Martin, K. et al. The biogeographic differentiation of algal microbiomes in the upper ocean from pole to pole. PubMed PMC
Leconte, J. et al. Genome resolved biogeography of mamiellales. PubMed PMC
Zeigler Allen, L. et al. The baltic sea virome: Diversity and transcriptional activity of DNA and RNA viruses. PubMed PMC
Saito, M. A. & DiTullio, G.
Lima-Mendez, G. et al. Determinants of community structure in the global plankton interactome. PubMed
Krinos, A. I. et al. Intraspecific diversity in thermal performance determines phytoplankton ecological niche. PubMed
Glibert, P. M. et al. Pluses and minuses of ammonium and nitrate uptake and assimilation by phytoplankton and implications for productivity and community composition, with emphasis on nitrogen-enriched conditions.
Olofsson, M. et al. Nitrate and ammonium fluxes to diatoms and dinoflagellates at a single cell level in mixed field communities in the sea. PubMed PMC
Rao, D. et al. Flexible B PubMed PMC
Ashworth, J., Turkarslan, S., Harris, M., Orellana, M. V. & Baliga, N. S. Pan-transcriptomic analysis identifies coordinated and orthologous functional modules in the diatoms PubMed
Chakraborty, M. & Jarvis, E. D. Brain evolution by brain pathway duplication. PubMed PMC
Panchy, N., Lehti-Shiu, M. & Shiu, S. H. Evolution of gene duplication in plants. PubMed PMC
Marchetti, A. & Maldonado, M. T. Iron. in
Ryan-Keogh, T. J., Thomalla, S. J., Monteiro, P. M. S. & Tagliabue, A. Multidecadal trend of increasing iron stress in Southern Ocean phytoplankton. PubMed
Browning, T. J. & Moore, C. M. Global analysis of ocean phytoplankton nutrient limitation reveals high prevalence of co-limitation. PubMed PMC
Raymond, J. A. & Kim, H. J. Possible role of horizontal gene transfer in the colonization of sea ice by algae. PubMed PMC
Dorrell, R. G. et al. Convergent evolution and horizontal gene transfer in Arctic Ocean microalgae. PubMed PMC
Brussaard, C. P. D., Short, S. M., Frederickson, C. M. & Suttle, C. A. Isolation and phylogenetic analysis of novel viruses infecting the phytoplankton PubMed PMC
Baudoux, A.-C. & Brussaard, C. P. D. Characterization of different viruses infecting the marine harmful algal bloom species PubMed
Aylward, F. O. et al. Taxonomic update for giant viruses in the order Imitervirales (phylum Nucleocytoviricota). PubMed PMC
Krupovic, M., Bamford, D. H. & Koonin, E. V. Conservation of major and minor jelly-roll capsid proteins in polinton (maverick) transposons suggests that they are bona fide viruses. PubMed PMC
Roitman, S. et al. Isolation and infection cycle of a polinton-like virus virophage in an abundant marine alga. PubMed
Santini, S. et al. Genome of Phaeocystis globosa virus PgV-16T highlights the common ancestry of the largest known DNA viruses infecting eukaryotes. PubMed PMC
Blanc, G., Gallot-Lavallée, L. & Maumus, F. Provirophages in the Bigelowiella genome bear testimony to past encounters with giant viruses. PubMed PMC
Moniruzzaman, M., Weinheimer, A. R., Martinez-Gutierrez, C. A. & Aylward, F. O. Widespread endogenization of giant viruses shapes genomes of green algae. PubMed
Fischer, M. G. & Hackl, T. Host genome integration and giant virus-induced reactivation of the virophage mavirus. PubMed
Koonin, E. V. & Krupovic, M. Polintons, virophages and transpovirons: a tangled web linking viruses, transposons and immunity. PubMed PMC
Bellas, C. et al. Large-scale invasion of unicellular eukaryotic genomes by integrating DNA viruses. PubMed PMC
Hackl, T., Duponchel, S., Barenhoff, K., Weinmann, A. & Fischer, M. G. Virophages and retrotransposons colonize the genomes of a heterotrophic flagellate. PubMed PMC
Boratto, P. V. M. et al. Yaravirus: A novel 80-nm virus infecting PubMed PMC
Kegel, J. U. et al. Transcriptional host-virus interaction of
Schatz, D. et al. Hijacking of an autophagy-like process is critical for the life cycle of a DNA virus infecting oceanic algal blooms. PubMed PMC
Stough, J. M. A. et al. Genome and environmental activity of a PubMed PMC
Delmont, T. O. et al. Single-amino acid variants reveal evolutionary processes that shape the biogeography of a global SAR11 subclade. PubMed PMC
Seeleuthner, Y. et al. Single-cell genomics of multiple uncultured stramenopiles reveals underestimated functional diversity across oceans. PubMed PMC
Skeffington, A. et al. A joint proteomic and genomic investigation provides insights into the mechanism of calcification in coccolithophores. PubMed PMC
Batzoglou, S. et al. ARACHNE: a whole-genome shotgun assembler. PubMed PMC
Li, H. & Durbin, R. Fast and accurate short read alignment with burrows-wheeler transform. PubMed PMC
Xiao, C. L. et al. MECAT: fast mapping, error correction, and de novo assembly for single-molecule sequencing reads. PubMed
Bankevich, A. et al. SPAdes: A new genome assembly algorithm and its applications to single-cell sequencing. PubMed PMC
Buchfink, B., Xie, C. & Huson, D. H. Fast and sensitive protein alignment using DIAMOND. PubMed
Parra, G., Bradnam, K. & Korf, I. CEGMA: a pipeline to accurately annotate core genes in eukaryotic genomes. PubMed
Simão, F. A., Waterhouse, R. M., Ioannidis, P., Kriventseva, E. V. & Zdobnov, E. M. BUSCO: Assessing genome assembly and annotation completeness with single-copy orthologs. PubMed
Stanke, M. & Morgenstern, B. AUGUSTUS: a web server for gene prediction in eukaryotes that allows user-defined constraints. PubMed PMC
Ranallo-Benavidez, T. R., Jaron, K. S. & Schatz, M. C. GenomeScope 2.0 and smudgeplot for reference-free profiling of polyploid genomes. PubMed PMC
Wu, T. D. & Nacu, S. Fast and SNP-tolerant detection of complex variants and splicing in short reads. PubMed PMC
Haas, B. J. et al. Improving the arabidopsis genome annotation using maximal transcript alignment assemblies. PubMed PMC
Flynn, J. M. et al. RepeatModeler2 for automated genomic discovery of transposable element families. PubMed PMC
Jones, P. et al. InterProScan 5: genome-scale protein function classification. PubMed PMC
Mistry, J. et al. Pfam: The protein families database in 2021. PubMed PMC
Mi, H., Muruganujan, A., Ebert, D., Huang, X. & Thomas, P. D. PANTHER version 14: more genomes, a new PANTHER GO-slim and improvements in enrichment analysis tools. PubMed PMC
Slater, G. S. C. & Birney, E. Automated generation of heuristics for biological sequence comparison. PubMed PMC
Salamov, A. A. & Solovyev, V. V. Ab initio gene finding in PubMed PMC
Stanke, M., Schöffmann, O., Morgenstern, B. & Waack, S. Gene prediction in eukaryotes with a generalized hidden markov model that uses hints from external sources. PubMed PMC
Altschul, S. F., Gish, W., Miller, W., Myers, E. W. & Lipman, D. J. Basic local alignment search tool. PubMed
Kuo, A., Bushnell, B. & Grigoriev, I. V. Fungal genomics: Sequencing and annotation.
Haridas, S., Salamov, A. & Grigoriev, I. V. Fungal genome annotation. PubMed
Price, A. L., Jones, N. C. & Pevzner, P. A. De novo identification of repeat families in large genomes. PubMed
Johnson, L. K., Alexander, H. & Brown, C. T. Re-assembly, quality evaluation, and annotation of 678 microbial eukaryotic reference transcriptomes. PubMed PMC
Kent, W. J. B. L. A. T. — The BLAST-like alignment tool. PubMed PMC
Ter-Hovhannisyan, V., Lomsadze, A., Chernoff, Y. O. & Borodovsky, M. Gene prediction in novel fungal genomes using an ab initio algorithm with unsupervised training. PubMed PMC
Birney, E., Clamp, M. & Durbin, R. Genewise and genomewise. PubMed PMC
Zhou, K. et al. Alternative splicing acting as a bridge in evolution. PubMed PMC
Cantalapiedra, C. P., Hern̗andez-Plaza, A., Letunic, I., Bork, P. & Huerta-Cepas, J. eggNOG-mapper v2: Functional annotation, orthology assignments, and domain prediction at the metagenomic scale. PubMed PMC
Huerta-Cepas, J. et al. eggNOG 5.0: a hierarchical, functionally and phylogenetically annotated orthology resource based on 5090 organisms and 2502 viruses. PubMed PMC
Greiner, S., Lehwark, P. & Bock, R. OrganellarGenomeDRAW (OGDRAW) version 1.3.1: expanded toolkit for the graphical visualization of organellar genomes. PubMed PMC
Alexander, H. et al. Eukaryotic genomes from a global metagenomic data set illuminate trophic modes and biogeography of ocean plankton. PubMed PMC
Kim, D., Langmead, B. & Salzberg, S. L. HISAT: A fast spliced aligner with low memory requirements. PubMed PMC
Li, H. et al. The sequence alignment/map format and samtools. PubMed PMC
Quinlan, A. R. & Hall, I. M. BEDTools: A flexible suite of utilities for comparing genomic features. PubMed PMC
Caballero, J., Smit, A. F. A., Hood, L. & Glusman, G. Realistic artificial DNA sequences as negative controls for computational genomics. PubMed PMC
Rabines, A., Lampe, R. & Allen, A. E. Sterivex RNA extraction.
Schmieder, R., Lim, Y. W. & Edwards, R. Identification and removal of ribosomal RNA sequences from metatranscriptomes. PubMed PMC
Rho, M., Tang, H. & Ye, Y. FragGeneScan: predicting genes in short and error-prone reads. PubMed PMC
Podell, S. & Gaasterland, T. DarkHorse: A method for genome-wide prediction of horizontal gene transfer. PubMed PMC
Enright, A. J., Van Dongen, S. & Ouzounis, C. A. An efficient algorithm for large-scale detection of protein families. PubMed PMC
Kohonen, T. Exploration of very large databases by self-organizing maps. in
Boelaert, J., Bendhaiba, L., Olteanu, M. & Villa-Vialaneix, N. SOMbrero: An R package for numeric and non-numeric Self-Organizing Maps. in
Harrison, J. G., Calder, W. J., Shastry, V. & Buerkle, C. A. Dirichlet-multinomial modelling outperforms alternatives for analysis of microbiome and other ecological count data. PubMed
Pedersen, E. J., Miller, D. L., Simpson, G. L. & Ross, N. Hierarchical generalized additive models in ecology: An introduction with mgcv. PubMed PMC
Vernette, C. et al. The ocean gene atlas v2.0: online exploration of the biogeography and phylogeny of plankton genes. PubMed PMC
Chen, S., Zhou, Y., Chen, Y. & Gu, J. fastp: an ultra-fast all-in-one FASTQ preprocessor. PubMed PMC
Bolger, A. M., Lohse, M. & Usadel, B. Trimmomatic: a flexible trimmer for Illumina sequence data. PubMed PMC
Guillou, L. et al. The protist ribosomal reference database (PR2): a catalog of unicellular eukaryote small sub-unit rRNA sequences with curated taxonomy. PubMed PMC
Kalvari, I. et al. Rfam 14: expanded coverage of metagenomic, viral and microRNA families. PubMed PMC
Quast, C. et al. The SILVA ribosomal RNA gene database project: improved data processing and web-based tools. PubMed PMC
Li, D., Liu, C.-M., Luo, R., Sadakane, K. & Lam, T.-W. MEGAHIT: an ultra-fast single-node solution for large and complex metagenomics assembly via succinct PubMed
Steinegger, M. & Söding, J. MMseqs2 enables sensitive protein sequence searching for the analysis of massive data sets. PubMed
Langmead, B. & Salzberg, S. L. Fast gapped-read alignment with Bowtie 2. PubMed PMC
Lin, H. & Peddada, S. D. as Multigroup analysis of compositions of microbiomes with covariate adjustments and repeated measures. PubMed PMC
Lin, Y., Gifford, S., Ducklow, H., Schofield, O. & Cassara, N. Towards quantitative microbiome community profiling using internal standards. PubMed PMC
Berdjeb, L., Parada, A., Needham, D. M. & Fuhrman, J. A. Short-term dynamics and interactions of marine protist communities during the spring-summer transition. PubMed PMC
Bolyen, E. et al. Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2. PubMed PMC
Martin, M. Cutadapt removes adapter sequences from high-throughput sequencing reads.
Pedregosa, F. et al. Scikit-learn: Machine learning in python.
Wu, Z. et al. Empirical bayes analysis of sequencing-based transcriptional profiling without replicates. PubMed PMC
Hoede, C. et al. PASTEC: an automatic transposable element classification tool. PubMed PMC
Flutre, T., Duprat, E., Feuillet, C. & Quesneville, H. Considering transposable element diversification in de novo annotation approaches. PubMed PMC
Quesneville, H. et al. Combined evidence annotation of transposable elements in genome sequences. PubMed PMC
Morgulis, A., Gertz, E. M., Schäffer, A. A. & Agarwala, R. A fast and symmetric DUST implementation to mask low-complexity DNA sequences. PubMed
Schulz, F. et al. Giant virus diversity and host interactions through global metagenomics. PubMed PMC
Roux, S. et al. IMG/VR v3: an integrated ecological and evolutionary framework for interrogating genomes of uncultivated viruses. PubMed PMC
Aylward, F. O. & Moniruzzaman, M. ViralRecall – A flexible command-line tool for the detection of giant virus signatures in ’omic data. PubMed PMC
Seemann, T. Prokka: Rapid prokaryotic genome annotation. PubMed
Steinegger, M. et al. HH-suite3 for fast remote homology detection and deep protein annotation. PubMed PMC
Richter, D. J. et al. EukProt: A database of genome-scale predicted proteins across the diversity of eukaryotes.
Gaïa, M. et al. Mirusviruses link herpesviruses to giant viruses. PubMed PMC
Katoh, K. & Standley, D. M. MAFFT multiple sequence alignment software version 7: Improvements in performance and usability. PubMed PMC
Capella-Gutiérrez, S., Silla-Martínez, J. M. & Gabaldón, T. trimAl: A tool for automated alignment trimming in large-scale phylogenetic analyses. PubMed PMC
Nguyen, L. T., Schmidt, H. A., Von Haeseler, A. & Minh, B. Q. IQ-TREE: A fast and effective stochastic algorithm for estimating maximum-likelihood phylogenies. PubMed PMC
Wang, H. C., Minh, B. Q., Susko, E. & Roger, A. J. Modeling site heterogeneity with Posterior Mean Site Frequency profiles accelerates accurate phylogenomic estimation. PubMed
Pei, J., Kim, B.-H. & Grishin, N. V. PROMALS3D: a tool for multiple protein sequence and structure alignments. PubMed PMC
Martin, D. P., Murrell, B., Golden, M., Khoosal, A. & Muhire, B. RDP4: Detection and analysis of recombination patterns in virus genomes. PubMed PMC
Rozenberg, A., Inoue, K., Kandori, H. & Béjà, O. Microbial rhodopsins: The last two decades. PubMed
Tice, A. K. et al. PhyloFisher: A phylogenomic package for resolving eukaryotic relationships. PubMed PMC
Cummins, C. A. & McInerney, J. O. A method for inferring the rate of evolution of homologous characters that can potentially improve phylogenetic inference, resolve deep divergence and correct systematic biases. PubMed
Bouckaert, R. et al. BEAST 2.5: An advanced software platform for Bayesian evolutionary analysis. PubMed PMC
Ondov, B. D. et al. Mash: fast genome and metagenome distance estimation using MinHash. PubMed PMC
Han, M. V., Thomas, G. W. C., Lugo-Martinez, J. & Hahn, M. W. Estimating gene gain and loss rates in the presence of error in genome assembly and annotation using CAFE 3. PubMed
Sanderson, M. J. r8s: Inferring absolute rates of molecular evolution and divergence times in the absence of a molecular clock. PubMed
Edgar, R. C. Muscle5: High-accuracy alignment ensembles enable unbiased assessments of sequence homology and phylogeny. PubMed PMC
Eddy, S. R. Accelerated profile HMM searches. PubMed PMC
Emms, D. M. & Kelly, S. OrthoFinder: Phylogenetic orthology inference for comparative genomics. PubMed PMC
Price, M. N., Dehal, P. S. & Arkin, A. P. FastTree 2 – Approximately maximum-likelihood trees for large alignments. PubMed PMC
Novák Vanclová, A. M. et al. New plastids, old proteins: repeated endosymbiotic acquisitions in kareniacean dinoflagellates. PubMed PMC