1
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Adams R, Lozano JR, Duncan M, Green J, Assis R, DeGiorgio M. A Tale of Too Many Trees: A Conundrum for Phylogenetic Regression. Mol Biol Evol 2025; 42:msaf032. [PMID: 39930867 PMCID: PMC11884811 DOI: 10.1093/molbev/msaf032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2024] [Revised: 12/20/2024] [Accepted: 01/21/2025] [Indexed: 03/08/2025] Open
Abstract
Just exactly which tree(s) should we assume when testing evolutionary hypotheses? This question has plagued comparative biologists for decades. Though all phylogenetic comparative methods require input trees, we seldom know with certainty whether even a perfectly estimated tree (if this is possible in practice) is appropriate for our studied traits. Yet, we also know that phylogenetic conflict is ubiquitous in modern comparative biology, and we are still learning about its dangers when testing evolutionary hypotheses. Here, we investigate the consequences of tree-trait mismatch for phylogenetic regression in the presence of gene tree-species tree conflict. Our simulation experiments reveal excessively high false positive rates for mismatched models with both small and large trees, simple and complex traits, and known and estimated phylogenies. In some cases, we find evidence of a directionality of error: assuming a species tree for traits that evolved according to a gene tree sometimes fares worse than the opposite. We also explored the impacts of tree choice using an expansive, cross-species gene expression dataset as an arguably "best-case" scenario in which one may have a better chance of matching tree with trait. Offering a potential path forward, we found promise in the application of a robust estimator as a potential, albeit imperfect, solution to some issues raised by tree mismatch. Collectively, our results emphasize the importance of careful study design for comparative methods, highlighting the need to fully appreciate the role of accurate and thoughtful phylogenetic modeling.
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Affiliation(s)
- Richard Adams
- Department of Entomology and Plant Pathology, University of Arkansas, Fayetteville, AR, USA
- Center for Agricultural Data Analytics, University of Arkansas, Fayetteville, AR, USA
| | - Jenniffer Roa Lozano
- Department of Entomology and Plant Pathology, University of Arkansas, Fayetteville, AR, USA
- Center for Agricultural Data Analytics, University of Arkansas, Fayetteville, AR, USA
| | - Mataya Duncan
- Department of Entomology and Plant Pathology, University of Arkansas, Fayetteville, AR, USA
- Center for Agricultural Data Analytics, University of Arkansas, Fayetteville, AR, USA
| | - Jack Green
- Department of Entomology and Plant Pathology, University of Arkansas, Fayetteville, AR, USA
- Center for Agricultural Data Analytics, University of Arkansas, Fayetteville, AR, USA
| | - Raquel Assis
- Department of Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL, USA
- Institute for Human Health and Disease Intervention, Florida Atlantic University, Boca Raton, FL, USA
| | - Michael DeGiorgio
- Department of Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL, USA
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2
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Brodin Y. Procladius (Diptera, Chironomidae) of Europe and a global view. Zootaxa 2025; 5591:1-127. [PMID: 40173915 DOI: 10.11646/zootaxa.5591.1.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2025] [Indexed: 04/04/2025]
Abstract
A project initiated in 1991 to untangle species-taxonomy of European Procladius (Chironomidae) has been accomplished. Increasing amount of material, loans and especially the development of barcodes and the BIN-system of BOLD, made finalization possible after about 33 years. An iterative process based on detailed studies of male morphology and barcode clusters, BINs, resulted in identification of 27 species present in Europe, most of them also in Asia (China, Japan, Mongolia and Russia) and North America (Canada and the United States). One hundred morphological characters were adopted for species identification of which the 30 most important ones were used to construct a species key and an additional helpdesk. The key contains three characters for each species separation as this is frequently needed for reliable identification. The ratio GspR, the outer length of the gonostylus process versus length of outer margin in gonostylus, proved to be the most important character for species identification. All but two of the 27 species have barcodes and BINs. All but one BIN contained only one species. The exception is a BIN that previously was divided into two BINs each containing one morphologically distinct species. Intraspecific divergence within the species ranged from 0‒3.3% and interspecific divergence from 2.0‒8.8%. Four new species are presented. These are P. exilis Brodin, new species, P. gemma Brodin, new species, P. saeticubitus Brodin, new species and P. tenebricosus Brodin & Hellberg, new species. The other 23 species presented are as follows with new synonyms within brackets: P. appropinquatus (Lundström, 1916) [P. ruris Roback, 1971], P. bellus (Loew, 1866) [Tanypus rufovittatus van der Wulp, 1874, P. latifrons Kieffer, 1922, P. leucocoma Kieffer, 1922, P. profundorum Kieffer, 1923], P. breviatus Remmert, 1953, P. choreus (Meigen, 1804) [Chironomus incomptus Walker, 1856], P. clavus Roback, 1971, P. crassinervis (Zetterstedt, 1838) [Tanypus pectinatus Kieffer, 1909, P. bifasciatus Goetghebuer, 1936, P. cinereus Goetghebuer, 1936, P. abetus Roback, 1971], P. culiciformis (Linnaeus, 1767) [Tanypus sagittalis Kieffer, 1909, Trichotanypus scapularis Kieffer, 1924, P. freemani Sublette, 1964 in part], P. dentus Roback, 1971, P. ferrugineus (Kieffer, 1918) [Trichotanypus parvulus Kieffer, 1918, Trichotanypus fulvus Kieffer, 1924, Trichotanypus profundorum Kieffer, 1924, P. rugulosus Saether 2010], P. fimbriatus Wülker, 1959, P. flavifrons Edwards, 1929, P. floralis Kieffer, 1915, P. frigidus (Holmgren, 1869) [P. gretis Roback, 1971], P. imicola Kieffer, 1922 [P. bathyphilus Kieffer, 1922, P. nietus Roback, 1971], P. islandicus (Goetghebuer, 1931) [P. fuscus Brundin, 1949, P. vesus Roback, 1971], P. longistilus (Kieffer, 1916) [P. suecicus Brundin, 1949], P. lugens Kieffer, 1915 [P. macrotrichus Roback, 1971], P. lugubris (Zetterstedt, 1850) [P. barbatus Brundin, 1949, P. johnsoni Roback, 1980], P. nudipennis Brundin, 1947, P. pruinosus (Kieffer, 1924), P. signatus (Zetterstedt, 1850) [Trichotanypus nigriventris Kieffer, 1924, P. denticulatus Sublette, 1964 in part], P. simplicistilus Freeman, 1948, P. tatrensis Gowin, 1944. In addition, 12 species of Procladius not found in Europe are briefly described and it is indicated where they appear in the species-key. Species of Procladius have been reported from 133 countries or autonomies worldwide. As many as 12 species have been found in extreme cold places of the northern hemisphere, with mean annual temperature ‒10 C or more. Altitude records are at 4 730 m above sea level in the Himalayas. Larvae of most European species are known to be omnivorous, although predation might be more beneficial for growth. Synonyms and dubious names reduce the number of valid (accepted) species of Procladius according to Catalogue of Life and Systema Dipterorum with 34% worldwide. After the inclusion of four new species of the present study and two others from Asia the number or valid species of Procladius worldwide land on 69.
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Affiliation(s)
- Yngve Brodin
- Swedish Museum of Natural History. Department of Zoology; Box 50007; SE - 104 05 Stockholm; Sweden..
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3
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Kopania EEK, Thomas GWC, Hutter CR, Mortimer SME, Callahan CM, Roycroft E, Achmadi AS, Breed WG, Clark NL, Esselstyn JA, Rowe KC, Good JM. Sperm competition intensity shapes divergence in both sperm morphology and reproductive genes across murine rodents. Evolution 2024; 79:11-27. [PMID: 39392918 DOI: 10.1093/evolut/qpae146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 09/19/2024] [Accepted: 10/09/2024] [Indexed: 10/13/2024]
Abstract
It remains unclear how variation in the intensity of sperm competition shapes phenotypic and molecular evolution across clades. Mice and rats in the subfamily Murinae are a rapid radiation exhibiting incredible diversity in sperm morphology and production. We combined phenotypic and genomic data to perform phylogenetic comparisons of male reproductive traits and genes across 78 murine species. We identified several shifts towards smaller relative testes mass (RTM), presumably reflecting reduced sperm competition. Several sperm traits were associated with RTM, suggesting that mating system evolution selects for convergent suites of traits related to sperm competitive ability. We predicted that sperm competition would also drive more rapid molecular divergence in species with large testes. Contrary to this, we found that many spermatogenesis genes evolved more rapidly in species with smaller RTM due to relaxed purifying selection. While some reproductive genes evolved rapidly under recurrent positive selection, relaxed selection played a greater role in underlying rapid evolution in small testes species. Our work demonstrates that postcopulatory sexual selection can impose strong purifying selection shaping the evolution of male reproduction and that broad patterns of molecular evolution may help identify genes that contribute to male fertility.
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Affiliation(s)
- Emily E K Kopania
- Division of Biological Sciences, University of Montana, Missoula, MT, USA
- Department of Human Genetics, University of Utah, Salt Lake City, UT, USA
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, PA, USA
| | - Gregg W C Thomas
- Division of Biological Sciences, University of Montana, Missoula, MT, USA
- Informatics Group, Harvard University, Cambridge, MA, USA
| | - Carl R Hutter
- Museum of Natural Science and Department of Biological Sciences, Louisiana State University, Baton Rouge, LA, USA
| | | | - Colin M Callahan
- Division of Biological Sciences, University of Montana, Missoula, MT, USA
| | - Emily Roycroft
- School of BioSciences, The University of Melbourne, Parkville, VIC, Australia
- Department of Sciences, Museums Victoria Research Institute, Melbourne, VIC, Australia
- Division of Ecology and Evolution, Research School of Biology, The Australian National University, Acton, ACT, Australia
| | - Anang S Achmadi
- Museum Zoologicum Bogoriense, Research Center for Biology, Cibinong, Indonesia
| | - William G Breed
- School of Biological Sciences and Robinson Research Institute, The University of Adelaide, Adelaide, SA, Australia
| | - Nathan L Clark
- Department of Human Genetics, University of Utah, Salt Lake City, UT, USA
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, PA, USA
| | - Jacob A Esselstyn
- Museum of Natural Science and Department of Biological Sciences, Louisiana State University, Baton Rouge, LA, USA
| | - Kevin C Rowe
- School of BioSciences, The University of Melbourne, Parkville, VIC, Australia
- Department of Sciences, Museums Victoria Research Institute, Melbourne, VIC, Australia
| | - Jeffrey M Good
- Division of Biological Sciences, University of Montana, Missoula, MT, USA
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4
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Borstein SR, Hammer MP, O'Meara BC, McGee MD. The macroevolutionary dynamics of pharyngognathy in fishes fail to support the key innovation hypothesis. Nat Commun 2024; 15:10325. [PMID: 39609375 PMCID: PMC11605008 DOI: 10.1038/s41467-024-53141-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Accepted: 09/30/2024] [Indexed: 11/30/2024] Open
Abstract
Key innovations, traits that provide species access to novel niches, are thought to be a major generator of biodiversity. One commonly cited example of key innovation is pharyngognathy, a set of modifications to the pharyngeal jaws found in some highly species-rich fish clades such as cichlids and wrasses. Here, using comparative phylogenomics and phylogenetic comparative methods, we investigate the genomic basis of pharyngognathy and the impact of this innovation on diversification. Whole genomes resolve the relationships of fish clades with this innovation and their close relatives, but high levels of topological discordance suggest the innovation may have evolved fewer times than previously thought. Closer examination of the topology of noncoding elements accelerated in clades with the pharyngognathy innovation reveals hidden patterns of shared ancestry across putatively independent transitions to pharyngognathy. When our updated phylogenomic relationships are used alongside large-scale phylogenetic and ecological datasets, we find no evidence pharyngognathy consistently modifies the macroevolutionary landscape of trophic ecology nor does it increase diversification. Our results highlight the necessity of incorporating genomic information in studies of key innovation.
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Affiliation(s)
- Samuel R Borstein
- Department of Biology, Texas State University, San Marcos, TX, 78666, USA.
- Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, MI, 48109, USA.
- Department of Ecology and Evolutionary Biology, University of Tennessee, Knoxville, TN, 37996, USA.
| | - Michael P Hammer
- Museum and Art Gallery of the Northern Territory, Darwin, Northern Territory, Australia
| | - Brian C O'Meara
- Department of Ecology and Evolutionary Biology, University of Tennessee, Knoxville, TN, 37996, USA
| | - Matthew D McGee
- School of Biological Sciences, Monash University, Clayton, Victoria, Australia
- Museums Victoria, Melbourne, Victoria, Australia
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5
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Lanfear R, Hahn MW. The Meaning and Measure of Concordance Factors in Phylogenomics. Mol Biol Evol 2024; 41:msae214. [PMID: 39418118 PMCID: PMC11532913 DOI: 10.1093/molbev/msae214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 09/25/2024] [Accepted: 10/04/2024] [Indexed: 10/19/2024] Open
Abstract
As phylogenomic datasets have grown in size, researchers have developed new ways to measure biological variation and to assess statistical support for specific branches. Larger datasets have more sites and loci and therefore less sampling variance. While we can more accurately measure the mean signal in these datasets, lower sampling variance is often reflected in uniformly high measures of branch support-such as the bootstrap and posterior probability-limiting their utility. Larger datasets have also revealed substantial biological variation in the topologies found across individual loci, such that the single species tree inferred by most phylogenetic methods represents a limited summary of the data for many purposes. In contrast to measures of statistical support, the degree of underlying topological variation among loci should be approximately constant regardless of the size of the dataset. "Concordance factors" (CFs) and similar statistics have therefore become increasingly important tools in phylogenetics. In this review, we explain why CFs should be thought of as descriptors of topological variation rather than as measures of statistical support, and argue that they provide important information about the predictive power of the species tree not contained in measures of support. We review a growing suite of statistics for measuring concordance, compare them in a common framework that reveals their interrelationships, and demonstrate how to calculate them using an example from birds. We also discuss how measures of topological variation might change in the future as we move beyond estimating a single "tree of life" toward estimating the myriad evolutionary histories underlying genomic variation.
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Affiliation(s)
- Robert Lanfear
- Ecology and Evolution, Research School of Biology, Australian National University, Canberra, Australia
| | - Matthew W Hahn
- Department of Biology, Indiana University, Bloomington, IN, USA
- Department of Computer Science, Indiana University, Bloomington, IN, USA
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6
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Herrig DK, Ridenbaugh RD, Vertacnik KL, Everson KM, Sim SB, Geib SM, Weisrock DW, Linnen CR. Whole Genomes Reveal Evolutionary Relationships and Mechanisms Underlying Gene-Tree Discordance in Neodiprion Sawflies. Syst Biol 2024; 73:839-860. [PMID: 38970484 DOI: 10.1093/sysbio/syae036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Revised: 07/04/2024] [Accepted: 07/05/2024] [Indexed: 07/08/2024] Open
Abstract
Rapidly evolving taxa are excellent models for understanding the mechanisms that give rise to biodiversity. However, developing an accurate historical framework for comparative analysis of such lineages remains a challenge due to ubiquitous incomplete lineage sorting (ILS) and introgression. Here, we use a whole-genome alignment, multiple locus-sampling strategies, and summary-tree and single nucleotide polymorphism-based species-tree methods to infer a species tree for eastern North American Neodiprion species, a clade of pine-feeding sawflies (Order: Hymenopteran; Family: Diprionidae). We recovered a well-supported species tree that-except for three uncertain relationships-was robust to different strategies for analyzing whole-genome data. Nevertheless, underlying gene-tree discordance was high. To understand this genealogical variation, we used multiple linear regression to model site concordance factors estimated in 50-kb windows as a function of several genomic predictor variables. We found that site concordance factors tended to be higher in regions of the genome with more parsimony-informative sites, fewer singletons, less missing data, lower GC content, more genes, lower recombination rates, and lower D-statistics (less introgression). Together, these results suggest that ILS, introgression, and genotyping error all shape the genomic landscape of gene-tree discordance in Neodiprion. More generally, our findings demonstrate how combining phylogenomic analysis with knowledge of local genomic features can reveal mechanisms that produce topological heterogeneity across genomes.
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Affiliation(s)
- Danielle K Herrig
- Department of Biology, University of Kentucky, 195 Huguelet Dr., Lexington, KY 40508, USA
| | - Ryan D Ridenbaugh
- Department of Biology, University of Kentucky, 195 Huguelet Dr., Lexington, KY 40508, USA
| | - Kim L Vertacnik
- Department of Biology, University of Kentucky, 195 Huguelet Dr., Lexington, KY 40508, USA
| | - Kathryn M Everson
- Department of Natural Resources and Environmental Science, University of Nevada, 1664 N. Virginia St., Reno, NV 89557, USA
- Department of Integrative Biology, Oregon State University, 4575 SW Research Way, Corvallis, OR 97333, USA
| | - Sheina B Sim
- USDA-ARS Daniel K. Inouye US Pacific Basin Agricultural Research Center, Tropical Pest Genetics and Molecular Biology Research Unit, 64 Nowelo St., Hilo, HI 96720, USA
| | - Scott M Geib
- USDA-ARS Daniel K. Inouye US Pacific Basin Agricultural Research Center, Tropical Pest Genetics and Molecular Biology Research Unit, 64 Nowelo St., Hilo, HI 96720, USA
| | - David W Weisrock
- Department of Biology, University of Kentucky, 195 Huguelet Dr., Lexington, KY 40508, USA
| | - Catherine R Linnen
- Department of Biology, University of Kentucky, 195 Huguelet Dr., Lexington, KY 40508, USA
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7
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Myers EA, Rautsaw RM, Borja M, Jones J, Grünwald CI, Holding ML, Grazziotin FG, Parkinson CL. Phylogenomic Discordance is Driven by Wide-Spread Introgression and Incomplete Lineage Sorting During Rapid Species Diversification Within Rattlesnakes (Viperidae: Crotalus and Sistrurus). Syst Biol 2024; 73:722-741. [PMID: 38695290 PMCID: PMC11906154 DOI: 10.1093/sysbio/syae018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Revised: 04/01/2024] [Accepted: 04/30/2024] [Indexed: 08/11/2024] Open
Abstract
-Phylogenomics allows us to uncover the historical signal of evolutionary processes through time and estimate phylogenetic networks accounting for these signals. Insight from genome-wide data further allows us to pinpoint the contributions to phylogenetic signal from hybridization, introgression, and ancestral polymorphism across the genome. Here, we focus on how these processes have contributed to phylogenetic discordance among rattlesnakes (genera Crotalus and Sistrurus), a group for which there are numerous conflicting phylogenetic hypotheses based on a diverse array of molecular datasets and analytical methods. We address the instability of the rattlesnake phylogeny using genomic data generated from transcriptomes sampled from nearly all known species. These genomic data, analyzed with coalescent and network-based approaches, reveal numerous instances of rapid speciation where individual gene trees conflict with the species tree. Moreover, the evolutionary history of rattlesnakes is dominated by incomplete speciation and frequent hybridization, both of which have likely influenced past interpretations of phylogeny. We present a new framework in which the evolutionary relationships of this group can only be understood in light of genome-wide data and network-based analytical methods. Our data suggest that network radiations, like those seen within the rattlesnakes, can only be understood in a phylogenomic context, necessitating similar approaches in our attempts to understand evolutionary history in other rapidly radiating species.
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Affiliation(s)
- Edward A Myers
- Department of Biological Sciences, Clemson University, Clemson, SC 29634, USA
- Department of Herpetology, California Academy of Sciences, San Francisco, CA 94118, USA
| | - Rhett M Rautsaw
- Department of Biological Sciences, Clemson University, Clemson, SC 29634, USA
| | - Miguel Borja
- Facultad de Ciencias Biológicas, Universdad Juárez del Estado de Durango, Av. Universidad s/n. Fracc. Filadelfia, Gómez Palacio, Durango 35010, Mexico
| | - Jason Jones
- Herp.mx A.C. C.P. 28989, Villa de Álvarez, Colima, Mexico
| | - Christoph I Grünwald
- Herp.mx A.C. C.P. 28989, Villa de Álvarez, Colima, Mexico
- Biodiversa A.C., Avenida de la Ribera #203, C.P. 45900, Chapala, Jalisco, Mexico
| | - Matthew L Holding
- Department of Biological Sciences, Clemson University, Clemson, SC 29634, USA
- Life Sciences Institute, University of Michigan, Ann Arbor, MI 48109, USA
| | - Felipe G Grazziotin
- Laboratório de Coleções Zoológicas, Instituto Butantan, Avenida Vital Brasil, São Paulo, 05503-900, Brazil
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8
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Zhang W, Fan Y, Deng W, Chen Y, Wang S, Kang S, Steenwyk JL, Xiang M, Liu X. Characterization of genome-wide phylogenetic conflict uncovers evolutionary modes of carnivorous fungi. mBio 2024; 15:e0213324. [PMID: 39207102 PMCID: PMC11481490 DOI: 10.1128/mbio.02133-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Accepted: 08/12/2024] [Indexed: 09/04/2024] Open
Abstract
Mass extinction has often paved the way for rapid evolutionary radiation, resulting in the emergence of diverse taxa within specific lineages. The emergence and diversification of carnivorous nematode-trapping fungi (NTF) in Ascomycota have been linked to the Permian-Triassic (PT) extinction, but the processes underlying NTF radiation remain unclear. We conducted phylogenomic analyses using 23 genomes that represent three NTF lineages, each employing distinct nematode traps-mechanical traps (Drechslerella spp.), three-dimensional (3D) adhesive traps (Arthrobotrys spp.), and two-dimensional (2D) adhesive traps (Dactylellina spp.), and the genome of one non-NTF species as the outgroup. These analyses revealed multiple mechanisms that likely contributed to the tempo of the NTF evolution and rapid radiation. The species tree of NTFs based on 2,944 single-copy orthologous genes suggested that Drechslerella emerged earlier than Arthrobotrys and Dactylellina. Extensive genome-wide phylogenetic discordance was observed, mainly due to incomplete lineage sorting (ILS) between lineages. Two modes of non-vertical evolution (introgression and horizontal gene transfer) also contributed to phylogenetic discordance. The ILS genes that are associated with hyphal growth and trap morphogenesis (e.g., those associated with the cell membrane system and polarized cell division) exhibited signs of positive selection.IMPORTANCEBy conducting a comprehensive phylogenomic analysis of 23 genomes across three NTF lineages, the research reveals how diverse evolutionary mechanisms, including ILS and non-vertical evolution (introgression and horizontal gene transfer), contribute to the swift diversification of NTFs. These findings highlight the complex evolutionary dynamics that drive the rapid radiation of NTFs, providing valuable insights into the processes underlying their diversity and adaptation.
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Affiliation(s)
- Weiwei Zhang
- State Key Laboratory of Medicinal Chemical Biology, Key Laboratory of Molecular Microbiology and Technology, and Department of Microbiology, College of Life Science, Nankai University, Tianjin, China
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Yani Fan
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Wei Deng
- State Key Laboratory of Medicinal Chemical Biology, Key Laboratory of Molecular Microbiology and Technology, and Department of Microbiology, College of Life Science, Nankai University, Tianjin, China
| | - Yue Chen
- State Key Laboratory of Medicinal Chemical Biology, Key Laboratory of Molecular Microbiology and Technology, and Department of Microbiology, College of Life Science, Nankai University, Tianjin, China
| | - Shunxian Wang
- State Key Laboratory of Medicinal Chemical Biology, Key Laboratory of Molecular Microbiology and Technology, and Department of Microbiology, College of Life Science, Nankai University, Tianjin, China
| | - Seogchan Kang
- Department of Plant Pathology & Environmental Microbiology, The Pennsylvania State University, University Park, Pennsylvania, USA
| | - Jacob Lucas Steenwyk
- Howards Hughes Medical Institute and Department of Molecular and Cell Biology, University of California, Berkeley, California, USA
| | - Meichun Xiang
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Xingzhong Liu
- State Key Laboratory of Medicinal Chemical Biology, Key Laboratory of Molecular Microbiology and Technology, and Department of Microbiology, College of Life Science, Nankai University, Tianjin, China
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
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9
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Kopania EEK, Thomas GWC, Hutter CR, Mortimer SME, Callahan CM, Roycroft E, Achmadi AS, Breed WG, Clark NL, Esselstyn JA, Rowe KC, Good JM. Sperm competition intensity shapes divergence in both sperm morphology and reproductive genes across murine rodents. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.08.30.555585. [PMID: 37693452 PMCID: PMC10491253 DOI: 10.1101/2023.08.30.555585] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/12/2023]
Abstract
It remains unclear how variation in the intensity of sperm competition shapes phenotypic and molecular evolution across clades. Mice and rats in the subfamily Murinae are a rapid radiation exhibiting incredible diversity in sperm morphology and production. We combined phenotypic and genomic data to perform phylogenetic comparisons of male reproductive traits and genes across 78 murine species. We identified several shifts towards smaller relative testes mass, presumably reflecting reduced sperm competition. Several sperm traits were associated with relative testes mass, suggesting that mating system evolution selects for convergent suites of traits related to sperm competitive ability. We predicted that sperm competition would also drive more rapid molecular divergence in species with large testes. Contrary to this, we found that many spermatogenesis genes evolved more rapidly in species with smaller relative testes mass due to relaxed purifying selection. While some reproductive genes evolved rapidly under recurrent positive selection, relaxed selection played a greater role in underlying rapid evolution in small testes species. Our work demonstrates that postcopulatory sexual selection can impose strong purifying selection shaping the evolution of male reproduction, and that broad patterns of molecular evolution may help identify genes that contribute to male fertility.
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10
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Schraiber JG, Edge MD, Pennell M. Unifying approaches from statistical genetics and phylogenetics for mapping phenotypes in structured populations. PLoS Biol 2024; 22:e3002847. [PMID: 39383205 PMCID: PMC11493298 DOI: 10.1371/journal.pbio.3002847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Revised: 10/21/2024] [Accepted: 09/17/2024] [Indexed: 10/11/2024] Open
Abstract
In both statistical genetics and phylogenetics, a major goal is to identify correlations between genetic loci or other aspects of the phenotype or environment and a focal trait. In these 2 fields, there are sophisticated but disparate statistical traditions aimed at these tasks. The disconnect between their respective approaches is becoming untenable as questions in medicine, conservation biology, and evolutionary biology increasingly rely on integrating data from within and among species, and once-clear conceptual divisions are becoming increasingly blurred. To help bridge this divide, we lay out a general model describing the covariance between the genetic contributions to the quantitative phenotypes of different individuals. Taking this approach shows that standard models in both statistical genetics (e.g., genome-wide association studies; GWAS) and phylogenetic comparative biology (e.g., phylogenetic regression) can be interpreted as special cases of this more general quantitative-genetic model. The fact that these models share the same core architecture means that we can build a unified understanding of the strengths and limitations of different methods for controlling for genetic structure when testing for associations. We develop intuition for why and when spurious correlations may occur analytically and conduct population-genetic and phylogenetic simulations of quantitative traits. The structural similarity of problems in statistical genetics and phylogenetics enables us to take methodological advances from one field and apply them in the other. We demonstrate by showing how a standard GWAS technique-including both the genetic relatedness matrix (GRM) as well as its leading eigenvectors, corresponding to the principal components of the genotype matrix, in a regression model-can mitigate spurious correlations in phylogenetic analyses. As a case study, we re-examine an analysis testing for coevolution of expression levels between genes across a fungal phylogeny and show that including eigenvectors of the covariance matrix as covariates decreases the false positive rate while simultaneously increasing the true positive rate. More generally, this work provides a foundation for more integrative approaches for understanding the genetic architecture of phenotypes and how evolutionary processes shape it.
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Affiliation(s)
- Joshua G. Schraiber
- Department of Quantitative and Computational Biology, University of Southern California, Los Angeles, California, United States of America
| | - Michael D. Edge
- Department of Quantitative and Computational Biology, University of Southern California, Los Angeles, California, United States of America
| | - Matt Pennell
- Department of Quantitative and Computational Biology, University of Southern California, Los Angeles, California, United States of America
- Department of Biological Sciences, University of Southern California, Los Angeles, California, United States of America
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11
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Rurik I, Melichárková A, Gbúrová Štubová E, Kučera J, Kochjarová J, Paun O, Vďačný P, Slovák M. Homoplastic versus xenoplastic evolution: exploring the emergence of key intrinsic and extrinsic traits in the montane genus Soldanella (Primulaceae). THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2024; 118:753-765. [PMID: 38217489 DOI: 10.1111/tpj.16630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 12/02/2023] [Accepted: 12/27/2023] [Indexed: 01/15/2024]
Abstract
Specific ecological conditions in the high mountain environment exert a selective pressure that often leads to convergent trait evolution. Reticulations induced by incomplete lineage sorting and introgression can lead to discordant trait patterns among gene and species trees (hemiplasy/xenoplasy), providing a false illusion that the traits under study are homoplastic. Using phylogenetic species networks, we explored the effect of gene exchange on trait evolution in Soldanella, a genus profoundly influenced by historical introgression. At least three features evolved independently multiple times: the single-flowered dwarf phenotype, dysploid cytotype, and ecological generalism. The present analyses also indicated that the recurring occurrence of stoloniferous growth might have been prompted by an introgression event between an ancestral lineage and a still extant species, although its emergence via convergent evolution cannot be completely ruled out. Phylogenetic regression suggested that the independent evolution of larger genomes in snowbells is most likely a result of the interplay between hybridization events of dysploid and euploid taxa and hostile environments at the range margins of the genus. The emergence of key intrinsic and extrinsic traits in snowbells has been significantly impacted not only by convergent evolution but also by historical and recent introgression events.
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Affiliation(s)
- Ivan Rurik
- Department of Zoology, Comenius University Bratislava, Ilkovičova 6, 842 15, Bratislava, Slovak Republic
| | - Andrea Melichárková
- Institute of Botany, Plant Science and Biodiversity Centre, Slovak Academy of Sciences, Dúbravská cesta 9, 845 23, Bratislava, Slovak Republic
| | - Eliška Gbúrová Štubová
- Institute of Botany, Plant Science and Biodiversity Centre, Slovak Academy of Sciences, Dúbravská cesta 9, 845 23, Bratislava, Slovak Republic
- Slovak National Museum, Natural History Museum, Vajanského nábrežie 2, 810 06, Bratislava, Slovak Republic
| | - Jaromír Kučera
- Institute of Botany, Plant Science and Biodiversity Centre, Slovak Academy of Sciences, Dúbravská cesta 9, 845 23, Bratislava, Slovak Republic
| | - Judita Kochjarová
- Department of Phytology, Faculty of Forestry, Technical University Zvolen, Masarykova 24, 960 53, Zvolen, Slovak Republic
| | - Ovidiu Paun
- Department of Botany and Biodiversity Research, University of Vienna, Rennweg 14, 1030, Vienna, Austria
| | - Peter Vďačný
- Department of Zoology, Comenius University Bratislava, Ilkovičova 6, 842 15, Bratislava, Slovak Republic
| | - Marek Slovák
- Institute of Botany, Plant Science and Biodiversity Centre, Slovak Academy of Sciences, Dúbravská cesta 9, 845 23, Bratislava, Slovak Republic
- Department of Botany, Charles University, Benátská 2, 128 01, Prague, Czech Republic
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12
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Schraiber JG, Edge MD, Pennell M. Unifying approaches from statistical genetics and phylogenetics for mapping phenotypes in structured populations. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.02.10.579721. [PMID: 38496530 PMCID: PMC10942266 DOI: 10.1101/2024.02.10.579721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/19/2024]
Abstract
In both statistical genetics and phylogenetics, a major goal is to identify correlations between genetic loci or other aspects of the phenotype or environment and a focal trait. In these two fields, there are sophisticated but disparate statistical traditions aimed at these tasks. The disconnect between their respective approaches is becoming untenable as questions in medicine, conservation biology, and evolutionary biology increasingly rely on integrating data from within and among species, and once-clear conceptual divisions are becoming increasingly blurred. To help bridge this divide, we derive a general model describing the covariance between the genetic contributions to the quantitative phenotypes of different individuals. Taking this approach shows that standard models in both statistical genetics (e.g., Genome-Wide Association Studies; GWAS) and phylogenetic comparative biology (e.g., phylogenetic regression) can be interpreted as special cases of this more general quantitative-genetic model. The fact that these models share the same core architecture means that we can build a unified understanding of the strengths and limitations of different methods for controlling for genetic structure when testing for associations. We develop intuition for why and when spurious correlations may occur using analytical theory and conduct population-genetic and phylogenetic simulations of quantitative traits. The structural similarity of problems in statistical genetics and phylogenetics enables us to take methodological advances from one field and apply them in the other. We demonstrate this by showing how a standard GWAS technique-including both the genetic relatedness matrix (GRM) as well as its leading eigenvectors, corresponding to the principal components of the genotype matrix, in a regression model-can mitigate spurious correlations in phylogenetic analyses. As a case study of this, we re-examine an analysis testing for co-evolution of expression levels between genes across a fungal phylogeny, and show that including covariance matrix eigenvectors as covariates decreases the false positive rate while simultaneously increasing the true positive rate. More generally, this work provides a foundation for more integrative approaches for understanding the genetic architecture of phenotypes and how evolutionary processes shape it.
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13
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Roberts WR, Ruck EC, Downey KM, Pinseel E, Alverson AJ. Resolving Marine-Freshwater Transitions by Diatoms Through a Fog of Gene Tree Discordance. Syst Biol 2023; 72:984-997. [PMID: 37335140 DOI: 10.1093/sysbio/syad038] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Revised: 06/02/2023] [Accepted: 06/16/2023] [Indexed: 06/21/2023] Open
Abstract
Despite the obstacles facing marine colonists, most lineages of aquatic organisms have colonized and diversified in freshwaters repeatedly. These transitions can trigger rapid morphological or physiological change and, on longer timescales, lead to increased rates of speciation and extinction. Diatoms are a lineage of ancestrally marine microalgae that have diversified throughout freshwater habitats worldwide. We generated a phylogenomic data set of genomes and transcriptomes for 59 diatom taxa to resolve freshwater transitions in one lineage, the Thalassiosirales. Although most parts of the species tree were consistently resolved with strong support, we had difficulties resolving a Paleocene radiation, which affected the placement of one freshwater lineage. This and other parts of the tree were characterized by high levels of gene tree discordance caused by incomplete lineage sorting and low phylogenetic signal. Despite differences in species trees inferred from concatenation versus summary methods and codons versus amino acids, traditional methods of ancestral state reconstruction supported six transitions into freshwaters, two of which led to subsequent species diversification. Evidence from gene trees, protein alignments, and diatom life history together suggest that habitat transitions were largely the product of homoplasy rather than hemiplasy, a condition where transitions occur on branches in gene trees not shared with the species tree. Nevertheless, we identified a set of putatively hemiplasious genes, many of which have been associated with shifts to low salinity, indicating that hemiplasy played a small but potentially important role in freshwater adaptation. Accounting for differences in evolutionary outcomes, in which some taxa became locked into freshwaters while others were able to return to the ocean or become salinity generalists, might help further distinguish different sources of adaptive mutation in freshwater diatoms.
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Affiliation(s)
- Wade R Roberts
- Department of Biological Sciences, University of Arkansas, 1 University of Arkansas, Fayetteville, AR, 72701, USA
| | - Elizabeth C Ruck
- Department of Biological Sciences, University of Arkansas, 1 University of Arkansas, Fayetteville, AR, 72701, USA
| | - Kala M Downey
- Department of Biological Sciences, University of Arkansas, 1 University of Arkansas, Fayetteville, AR, 72701, USA
| | - Eveline Pinseel
- Department of Biological Sciences, University of Arkansas, 1 University of Arkansas, Fayetteville, AR, 72701, USA
| | - Andrew J Alverson
- Department of Biological Sciences, University of Arkansas, 1 University of Arkansas, Fayetteville, AR, 72701, USA
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14
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Yusuf LH, Saldívar Lemus Y, Thorpe P, Macías Garcia C, Ritchie MG. Genomic Signatures Associated with Transitions to Viviparity in Cyprinodontiformes. Mol Biol Evol 2023; 40:msad208. [PMID: 37789509 PMCID: PMC10568250 DOI: 10.1093/molbev/msad208] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Revised: 08/23/2023] [Accepted: 09/19/2023] [Indexed: 10/05/2023] Open
Abstract
The transition from oviparity to viviparity has occurred independently over 150 times across vertebrates, presenting one of the most compelling cases of phenotypic convergence. However, whether the repeated, independent evolution of viviparity is driven by redeployment of similar genetic mechanisms and whether these leave a common signature in genomic divergence remains largely unknown. Although recent investigations into the evolution of viviparity have demonstrated striking similarity among the genes and molecular pathways involved across disparate vertebrate groups, quantitative tests for genome-wide convergent have provided ambivalent answers. Here, we investigate the potential role of molecular convergence during independent transitions to viviparity across an order of ray-finned freshwater fish (Cyprinodontiformes). We assembled de novo genomes and utilized publicly available genomes of viviparous and oviparous species to test for molecular convergence across both coding and noncoding regions. We found no evidence for an excess of molecular convergence in amino acid substitutions and in rates of sequence divergence, implying independent genetic changes are associated with these transitions. However, both statistical power and biological confounds could constrain our ability to detect significant correlated evolution. We therefore identified candidate genes with potential signatures of molecular convergence in viviparous Cyprinodontiformes lineages. Motif enrichment and gene ontology analyses suggest transcriptional changes associated with early morphogenesis, brain development, and immunity occurred alongside the evolution of viviparity. Overall, however, our findings indicate that independent transitions to viviparity in these fish are not strongly associated with an excess of molecular convergence, but a few genes show convincing evidence of convergent evolution.
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Affiliation(s)
- Leeban H Yusuf
- Centre for Biological Diversity, School of Biology, University of St Andrews, St Andrews, UK
| | - Yolitzi Saldívar Lemus
- Centre for Biological Diversity, School of Biology, University of St Andrews, St Andrews, UK
- Department of Biology, Texas State University, San Marcos, TX, USA
| | - Peter Thorpe
- The Data Analysis Group, School of Life Sciences, University of Dundee, Dundee, UK
- School of Medicine, University of North Haugh, St Andrews KY16 9TF, UK
| | - Constantino Macías Garcia
- Instituto de Ecologia, Universidad Nacional Autónoma de México, Ciudad Universitaria, Mexico City CdMx, Mexico
| | - Michael G Ritchie
- Centre for Biological Diversity, School of Biology, University of St Andrews, St Andrews, UK
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15
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Nickles GR, Oestereicher B, Keller NP, Drott M. Mining for a new class of fungal natural products: the evolution, diversity, and distribution of isocyanide synthase biosynthetic gene clusters. Nucleic Acids Res 2023; 51:7220-7235. [PMID: 37427794 PMCID: PMC10415135 DOI: 10.1093/nar/gkad573] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 06/16/2023] [Accepted: 07/06/2023] [Indexed: 07/11/2023] Open
Abstract
The products of non-canonical isocyanide synthase (ICS) biosynthetic gene clusters (BGCs) mediate pathogenesis, microbial competition, and metal-homeostasis through metal-associated chemistry. We sought to enable research into this class of compounds by characterizing the biosynthetic potential and evolutionary history of these BGCs across the Fungal Kingdom. We amalgamated a pipeline of tools to predict BGCs based on shared promoter motifs and located 3800 ICS BGCs in 3300 genomes, making ICS BGCs the fifth largest class of specialized metabolites compared to canonical classes found by antiSMASH. ICS BGCs are not evenly distributed across fungi, with evidence of gene-family expansions in several Ascomycete families. We show that the ICS dit1/2 gene cluster family (GCF), which was prior only studied in yeast, is present in ∼30% of all Ascomycetes. The dit variety ICS exhibits greater similarity to bacterial ICS than other fungal ICS, suggesting a potential convergence of the ICS backbone domain. The evolutionary origins of the dit GCF in Ascomycota are ancient and these genes are diversifying in some lineages. Our results create a roadmap for future research into ICS BGCs. We developed a website (https://isocyanides.fungi.wisc.edu/) that facilitates the exploration and downloading of all identified fungal ICS BGCs and GCFs.
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Affiliation(s)
- Grant R Nickles
- Department of Medical Microbiology and Immunology, University of Wisconsin—Madison, Madison, WI 53706, USA
| | | | - Nancy P Keller
- Department of Medical Microbiology and Immunology, University of Wisconsin—Madison, Madison, WI 53706, USA
- Department of Plant Pathology, University of Wisconsin—Madison, Madison, WI 53706, USA
| | - Milton T Drott
- USDA-ARS Cereal Disease Lab (CDL), St. Paul, MN 55108, USA
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16
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Hibbins MS, Breithaupt LC, Hahn MW. Phylogenomic comparative methods: Accurate evolutionary inferences in the presence of gene tree discordance. Proc Natl Acad Sci U S A 2023; 120:e2220389120. [PMID: 37216509 PMCID: PMC10235958 DOI: 10.1073/pnas.2220389120] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 04/24/2023] [Indexed: 05/24/2023] Open
Abstract
Phylogenetic comparative methods have long been a mainstay of evolutionary biology, allowing for the study of trait evolution across species while accounting for their common ancestry. These analyses typically assume a single, bifurcating phylogenetic tree describing the shared history among species. However, modern phylogenomic analyses have shown that genomes are often composed of mosaic histories that can disagree both with the species tree and with each other-so-called discordant gene trees. These gene trees describe shared histories that are not captured by the species tree, and therefore that are unaccounted for in classic comparative approaches. The application of standard comparative methods to species histories containing discordance leads to incorrect inferences about the timing, direction, and rate of evolution. Here, we develop two approaches for incorporating gene tree histories into comparative methods: one that constructs an updated phylogenetic variance-covariance matrix from gene trees, and another that applies Felsenstein's pruning algorithm over a set of gene trees to calculate trait histories and likelihoods. Using simulation, we demonstrate that our approaches generate much more accurate estimates of tree-wide rates of trait evolution than standard methods. We apply our methods to two clades of the wild tomato genus Solanum with varying rates of discordance, demonstrating the contribution of gene tree discordance to variation in a set of floral traits. Our approaches have the potential to be applied to a broad range of classic inference problems in phylogenetics, including ancestral state reconstruction and the inference of lineage-specific rate shifts.
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Affiliation(s)
- Mark S Hibbins
- Department of Ecology and Evolutionary Biology, University of Toronto, Toronto, ON M5S 3B2, Canada
- Department of Biology, Indiana University, Bloomington, IN 47405
| | - Lara C Breithaupt
- Department of Biology, Indiana University, Bloomington, IN 47405
- Department of Computer Science, Duke University, Durham, NC 27710
| | - Matthew W Hahn
- Department of Biology, Indiana University, Bloomington, IN 47405
- Department of Computer Science, Indiana University, Bloomington, IN 47405
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17
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Smith CH, Pinto BJ, Kirkpatrick M, Hillis DM, Pfeiffer JM, Havird JC. A tale of two paths: The evolution of mitochondrial recombination in bivalves with doubly uniparental inheritance. J Hered 2023; 114:199-206. [PMID: 36897956 PMCID: PMC10212130 DOI: 10.1093/jhered/esad004] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2022] [Accepted: 01/19/2023] [Indexed: 03/12/2023] Open
Abstract
In most animals, mitochondrial DNA is strictly maternally inherited and non-recombining. One exception to this pattern is called doubly uniparental inheritance (DUI), a phenomenon involving the independent transmission of female and male mitochondrial genomes. DUI is known only from the molluskan class Bivalvia. The phylogenetic distribution of male-transmitted mitochondrial DNA (M mtDNA) in bivalves is consistent with several evolutionary scenarios, including multiple independent gains, losses, and varying degrees of recombination with female-transmitted mitochondrial DNA (F mtDNA). In this study, we use phylogenetic methods to test M mtDNA origination hypotheses and infer the prevalence of mitochondrial recombination in bivalves with DUI. Phylogenetic modeling using site concordance factors supported a single origin of M mtDNA in bivalves coupled with recombination acting over long evolutionary timescales. Ongoing mitochondrial recombination is present in Mytilida and Venerida, which results in a pattern of concerted evolution of F mtDNA and M mtDNA. Mitochondrial recombination could be favored to offset the deleterious effects of asexual inheritance and maintain mitonuclear compatibility across tissues. Cardiida and Unionida have gone without recent recombination, possibly due to an extension of the COX2 gene in male mitochondrial DNA. The loss of recombination could be connected to the role of M mtDNA in sex determination or sexual development. Our results support that recombination events may occur throughout the mitochondrial genomes of DUI species. Future investigations may reveal more complex patterns of inheritance of recombinants, which could explain the retention of signal for a single origination of M mtDNA in protein-coding genes.
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Affiliation(s)
- Chase H Smith
- Department of Integrative Biology, University of Texas, Austin, TX, United States
| | - Brendan J Pinto
- Center for Evolutionary Medicine & Public Health, Arizona State University, Tempe, AZ, United States
- Department of Zoology, Milwaukee Public Museum, Milwaukee, WI, United States
| | - Mark Kirkpatrick
- Department of Integrative Biology, University of Texas, Austin, TX, United States
| | - David M Hillis
- Department of Integrative Biology, University of Texas, Austin, TX, United States
| | - John M Pfeiffer
- Department of Invertebrate Zoology, National Museum of Natural History, Smithsonian Institution, Washington, DC, United States
- Department of Integrative Biology, University of Texas, Austin, TX, United States
| | - Justin C Havird
- Department of Integrative Biology, University of Texas, Austin, TX, United States
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18
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Mika K, Whittington CM, McAllan BM, Lynch VJ. Gene expression phylogenies and ancestral transcriptome reconstruction resolves major transitions in the origins of pregnancy. eLife 2022; 11:e74297. [PMID: 35770963 PMCID: PMC9275820 DOI: 10.7554/elife.74297] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 06/29/2022] [Indexed: 11/13/2022] Open
Abstract
Structural and physiological changes in the female reproductive system underlie the origins of pregnancy in multiple vertebrate lineages. In mammals, the glandular portion of the lower reproductive tract has transformed into a structure specialized for supporting fetal development. These specializations range from relatively simple maternal nutrient provisioning in egg-laying monotremes to an elaborate suite of traits that support intimate maternal-fetal interactions in Eutherians. Among these traits are the maternal decidua and fetal component of the placenta, but there is considerable uncertainty about how these structures evolved. Previously, we showed that changes in uterine gene expression contributes to several evolutionary innovations during the origins of pregnancy (Mika et al., 2021b). Here, we reconstruct the evolution of entire transcriptomes ('ancestral transcriptome reconstruction') and show that maternal gene expression profiles are correlated with degree of placental invasion. These results indicate that an epitheliochorial-like placenta evolved early in the mammalian stem-lineage and that the ancestor of Eutherians had a hemochorial placenta, and suggest maternal control of placental invasiveness. These data resolve major transitions in the evolution of pregnancy and indicate that ancestral transcriptome reconstruction can be used to study the function of ancestral cell, tissue, and organ systems.
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Affiliation(s)
- Katelyn Mika
- Department of Human Genetics, University of ChicagoChicagoUnited States
- Department of Organismal Biology and Anatomy, University of ChicagoChicagoUnited States
| | | | | | - Vincent J Lynch
- Department of Biological Sciences, University at Buffalo, State University of New YorkBuffalo,NewyorkUnited States
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19
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Li F, Rane RV, Luria V, Xiong Z, Chen J, Li Z, Catullo RA, Griffin PC, Schiffer M, Pearce S, Lee SF, McElroy K, Stocker A, Shirriffs J, Cockerell F, Coppin C, Sgrò CM, Karger A, Cain JW, Weber JA, Santpere G, Kirschner MW, Hoffmann AA, Oakeshott JG, Zhang G. Phylogenomic analyses of the genus Drosophila reveals genomic signals of climate adaptation. Mol Ecol Resour 2022; 22:1559-1581. [PMID: 34839580 PMCID: PMC9299920 DOI: 10.1111/1755-0998.13561] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Accepted: 11/10/2021] [Indexed: 01/13/2023]
Abstract
Many Drosophila species differ widely in their distributions and climate niches, making them excellent subjects for evolutionary genomic studies. Here, we have developed a database of high-quality assemblies for 46 Drosophila species and one closely related Zaprionus. Fifteen of the genomes were newly sequenced, and 20 were improved with additional sequencing. New or improved annotations were generated for all 47 species, assisted by new transcriptomes for 19. Phylogenomic analyses of these data resolved several previously ambiguous relationships, especially in the melanogaster species group. However, it also revealed significant phylogenetic incongruence among genes, mainly in the form of incomplete lineage sorting in the subgenus Sophophora but also including asymmetric introgression in the subgenus Drosophila. Using the phylogeny as a framework and taking into account these incongruences, we then screened the data for genome-wide signals of adaptation to different climatic niches. First, phylostratigraphy revealed relatively high rates of recent novel gene gain in three temperate pseudoobscura and five desert-adapted cactophilic mulleri subgroup species. Second, we found differing ratios of nonsynonymous to synonymous substitutions in several hundred orthologues between climate generalists and specialists, with trends for significantly higher ratios for those in tropical and lower ratios for those in temperate-continental specialists respectively than those in the climate generalists. Finally, resequencing natural populations of 13 species revealed tropics-restricted species generally had smaller population sizes, lower genome diversity and more deleterious mutations than the more widespread species. We conclude that adaptation to different climates in the genus Drosophila has been associated with large-scale and multifaceted genomic changes.
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Affiliation(s)
- Fang Li
- BGI‐ShenzhenShenzhenChina
- Section for Ecology and EvolutionDepartment of BiologyUniversity of CopenhagenCopenhagenDenmark
| | - Rahul V. Rane
- Commonwealth Scientific and Industrial Research OrganisationActonACTAustralia
- Bio21 InstituteSchool of BioSciencesUniversity of MelbourneParkvilleVic.Australia
| | - Victor Luria
- Department of Systems BiologyHarvard Medical SchoolBostonMassachusettsUSA
| | - Zijun Xiong
- BGI‐ShenzhenShenzhenChina
- State Key Laboratory of Genetic Resources and EvolutionKunming Institute of ZoologyChinese Academy of Sciences (CAS)KunmingYunnanChina
- College of Life SciencesUniversity of Chinese Academy of SciencesBeijingChina
| | | | | | - Renee A. Catullo
- Commonwealth Scientific and Industrial Research OrganisationActonACTAustralia
- Division of Ecology and EvolutionCentre for Biodiversity AnalysisThe Australian National UniversityActonACTAustralia
| | - Philippa C. Griffin
- Bio21 InstituteSchool of BioSciencesUniversity of MelbourneParkvilleVic.Australia
| | - Michele Schiffer
- Bio21 InstituteSchool of BioSciencesUniversity of MelbourneParkvilleVic.Australia
- Daintree Rainforest ObservatoryJames Cook UniversityCape TribulationQldAustralia
| | - Stephen Pearce
- Commonwealth Scientific and Industrial Research OrganisationActonACTAustralia
| | - Siu Fai Lee
- Commonwealth Scientific and Industrial Research OrganisationActonACTAustralia
- Applied BioSciencesMacquarie UniversityNorth RydeNSWAustralia
| | - Kerensa McElroy
- Commonwealth Scientific and Industrial Research OrganisationActonACTAustralia
| | - Ann Stocker
- Bio21 InstituteSchool of BioSciencesUniversity of MelbourneParkvilleVic.Australia
| | - Jennifer Shirriffs
- Bio21 InstituteSchool of BioSciencesUniversity of MelbourneParkvilleVic.Australia
| | - Fiona Cockerell
- School of Biological SciencesMonash UniversityClaytonVic.Australia
| | - Chris Coppin
- Commonwealth Scientific and Industrial Research OrganisationActonACTAustralia
| | - Carla M. Sgrò
- School of Biological SciencesMonash UniversityClaytonVic.Australia
| | - Amir Karger
- IT ‐ Research ComputingHarvard Medical SchoolBostonMassachusettsUSA
| | - John W. Cain
- Department of MathematicsHarvard UniversityCambridgeMassachusettsUSA
| | - Jessica A. Weber
- Department of GeneticsHarvard Medical SchoolBostonMassachusettsUSA
| | - Gabriel Santpere
- Neurogenomics Group, Research Programme on Biomedical Informatics (GRIB)Department of Experimental and Health Sciences (DCEXS)Hospital del Mar Medical Research Institute (IMIM)Universitat Pompeu FabraBarcelonaCataloniaSpain
| | - Marc W. Kirschner
- Department of Systems BiologyHarvard Medical SchoolBostonMassachusettsUSA
| | - Ary A. Hoffmann
- Bio21 InstituteSchool of BioSciencesUniversity of MelbourneParkvilleVic.Australia
| | - John G. Oakeshott
- Commonwealth Scientific and Industrial Research OrganisationActonACTAustralia
- Applied BioSciencesMacquarie UniversityNorth RydeNSWAustralia
| | - Guojie Zhang
- BGI‐ShenzhenShenzhenChina
- Section for Ecology and EvolutionDepartment of BiologyUniversity of CopenhagenCopenhagenDenmark
- State Key Laboratory of Genetic Resources and EvolutionKunming Institute of ZoologyChinese Academy of Sciences (CAS)KunmingYunnanChina
- Center for Excellence in Animal Evolution and GeneticsChinese Academy of SciencesKunmingChina
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20
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Hibbins MS, Hahn MW. The effects of introgression across thousands of quantitative traits revealed by gene expression in wild tomatoes. PLoS Genet 2021; 17:e1009892. [PMID: 34748547 PMCID: PMC8601620 DOI: 10.1371/journal.pgen.1009892] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 11/18/2021] [Accepted: 10/18/2021] [Indexed: 01/13/2023] Open
Abstract
It is now understood that introgression can serve as powerful evolutionary force, providing genetic variation that can shape the course of trait evolution. Introgression also induces a shared evolutionary history that is not captured by the species phylogeny, potentially complicating evolutionary analyses that use a species tree. Such analyses are often carried out on gene expression data across species, where the measurement of thousands of trait values allows for powerful inferences while controlling for shared phylogeny. Here, we present a Brownian motion model for quantitative trait evolution under the multispecies network coalescent framework, demonstrating that introgression can generate apparently convergent patterns of evolution when averaged across thousands of quantitative traits. We test our theoretical predictions using whole-transcriptome expression data from ovules in the wild tomato genus Solanum. Examining two sub-clades that both have evidence for post-speciation introgression, but that differ substantially in its magnitude, we find patterns of evolution that are consistent with histories of introgression in both the sign and magnitude of ovule gene expression. Additionally, in the sub-clade with a higher rate of introgression, we observe a correlation between local gene tree topology and expression similarity, implicating a role for introgressed cis-regulatory variation in generating these broad-scale patterns. Our results reveal a general role for introgression in shaping patterns of variation across many thousands of quantitative traits, and provide a framework for testing for these effects using simple model-informed predictions. It is now known from studying large genetic datasets that species often hybridize and cross with each other over many generations – a phenomenon known as introgression. Introgression introduces new genetic variation into a population, and this variation can cause traits to be shared among the introgressing species. When researchers study the evolution of trait variation among species, this source of trait sharing is rarely accounted for. Here, we present a statistical model of the effects of introgression on trait variation. This model predicts that, when averaged across many thousands of traits, introgressing species are consistently more similar than expected from standard approaches. Researchers studying gene expression often consider the expression of many thousands of genes, making this a case where the expected effects of introgression are likely to manifest. We tested our model prediction using ovule gene expression data from the wild tomato genus Solanum, in two groups of species with evidence of historical introgression. We found that patterns of expression similarity in both groups are consistent with their histories of introgression and the predictions from our model. Our results highlight the importance of accounting for introgression as a source of trait variation among species.
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Affiliation(s)
- Mark S. Hibbins
- Department of Biology, Indiana University, Bloomington, Indiana, United States of America
- * E-mail:
| | - Matthew W. Hahn
- Department of Biology, Indiana University, Bloomington, Indiana, United States of America
- Department of Computer Science, Indiana University, Bloomington, Indiana, United States of America
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James ME, Arenas-Castro H, Groh JS, Allen SL, Engelstädter J, Ortiz-Barrientos D. Highly Replicated Evolution of Parapatric Ecotypes. Mol Biol Evol 2021; 38:4805-4821. [PMID: 34254128 PMCID: PMC8557401 DOI: 10.1093/molbev/msab207] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Parallel evolution of ecotypes occurs when selection independently drives the evolution of similar traits across similar environments. The multiple origins of ecotypes are often inferred based on a phylogeny that clusters populations according to geographic location and not by the environment they occupy. However, the use of phylogenies to infer parallel evolution in closely related populations is problematic because gene flow and incomplete lineage sorting can uncouple the genetic structure at neutral markers from the colonization history of populations. Here, we demonstrate multiple origins within ecotypes of an Australian wildflower, Senecio lautus. We observed strong genetic structure as well as phylogenetic clustering by geography and show that this is unlikely due to gene flow between parapatric ecotypes, which was surprisingly low. We further confirm this analytically by demonstrating that phylogenetic distortion due to gene flow often requires higher levels of migration than those observed in S. lautus. Our results imply that selection can repeatedly create similar phenotypes despite the perceived homogenizing effects of gene flow.
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Affiliation(s)
- Maddie E James
- School of Biological Sciences, The University of Queensland,St. Lucia, QLD, Australia
| | - Henry Arenas-Castro
- School of Biological Sciences, The University of Queensland,St. Lucia, QLD, Australia
| | - Jeffrey S Groh
- School of Biological Sciences, The University of Queensland,St. Lucia, QLD, Australia
| | - Scott L Allen
- School of Biological Sciences, The University of Queensland,St. Lucia, QLD, Australia
| | - Jan Engelstädter
- School of Biological Sciences, The University of Queensland,St. Lucia, QLD, Australia
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Wang Y, Cao Z, Ogilvie HA, Nakhleh L. Phylogenomic assessment of the role of hybridization and introgression in trait evolution. PLoS Genet 2021; 17:e1009701. [PMID: 34407067 PMCID: PMC8405015 DOI: 10.1371/journal.pgen.1009701] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 08/30/2021] [Accepted: 07/07/2021] [Indexed: 11/30/2022] Open
Abstract
Trait evolution among a set of species-a central theme in evolutionary biology-has long been understood and analyzed with respect to a species tree. However, the field of phylogenomics, which has been propelled by advances in sequencing technologies, has ushered in the era of species/gene tree incongruence and, consequently, a more nuanced understanding of trait evolution. For a trait whose states are incongruent with the branching patterns in the species tree, the same state could have arisen independently in different species (homoplasy) or followed the branching patterns of gene trees, incongruent with the species tree (hemiplasy). Another evolutionary process whose extent and significance are better revealed by phylogenomic studies is gene flow between different species. In this work, we present a phylogenomic method for assessing the role of hybridization and introgression in the evolution of polymorphic or monomorphic binary traits. We apply the method to simulated evolutionary scenarios to demonstrate the interplay between the parameters of the evolutionary history and the role of introgression in a binary trait's evolution (which we call xenoplasy). Very importantly, we demonstrate, including on a biological data set, that inferring a species tree and using it for trait evolution analysis in the presence of gene flow could lead to misleading hypotheses about trait evolution.
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Affiliation(s)
- Yaxuan Wang
- Department of Computer Science, Rice University, Houston, Texas, United States of America
| | - Zhen Cao
- Department of Computer Science, Rice University, Houston, Texas, United States of America
| | - Huw A. Ogilvie
- Department of Computer Science, Rice University, Houston, Texas, United States of America
| | - Luay Nakhleh
- Department of Computer Science, Rice University, Houston, Texas, United States of America
- Department of BioSciences, Rice University, Houston, Texas, United States of America
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