Phylogenomic relationship and evolutionary insights of sweet potato viruses from the western highlands of Kenya

Sweet potato is a major food security crop within sub-Saharan Africa where 90% of Africa production occurs. One of the major limitations of sweet potato production are viral infections. In this study, we used a combination of whole genome sequences from a field isolate obtained from Kenya and those available in GenBank. Sequences of four sweet potato viruses: Sweet potato feathery mottle virus (SPFMV), Sweet potato virus C (SPVC), Sweet potato chlorotic stunt virus (SPCSV), Sweet potato chlorotic fleck virus (SPCFV) were obtained from the Kenyan sample. SPFMV sequences both from this study and from GenBank were found to be recombinant. Recombination breakpoints were found within the Nla-Pro, coat protein and P1 genes. The SPCSV, SPVC, and SPCFV viruses from this study were non-recombinant. Bayesian phylogenomic relationships across whole genome trees showed variation in the number of well-supported clades; within SPCSV (RNA1 and RNA2) and SPFMV two well-supported clades (I and II) were resolved. The SPCFV tree resolved three well-supported clades (I–III) while four well-supported clades were resolved in SPVC (I–IV). Similar clades were resolved within the coalescent species trees. However, there were disagreements between the clades resolved in the gene trees compared to those from the whole genome tree and coalescent species trees. However the coat protein gene tree of SPCSV and SPCFV resolved similar clades to the genome and coalescent species tree while this was not the case in SPFMV and SPVC. In addition, we report variation in selective pressure within sites of individual genes across all four viruses; overall all viruses were under purifying selection. We report the first complete genomes of SPFMV, SPVC, SPCFV, and a partial SPCSV from Kenya as a mixed infection in one sample. Our findings provide a snap shot on the evolutionary relationship of sweet potato viruses (SPFMV, SPVC, SPCFV, and SPCSV) from Kenya as well as assessing whether selection pressure has an effect on their evolution.

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Phylogenomic relationship and evolutionary insights of sweet potato viruses from the western highlands of Kenya

10.7287/peerj.preprints.26909v1 ◽

2018 ◽

Author(s):

James M Wainaina ◽

Elijah Ateka ◽

Timothy Makori ◽

Monica A Kehoe ◽

Laura M Boykin

Keyword(s):

Coat Protein ◽

Sweet Potato ◽

Field Isolate ◽

Gene Tree ◽

Potato Production ◽

Sub Saharan Africa ◽

Eastern Africa ◽

Whole Genome ◽

Species Trees ◽

Potato Viruses

Sweet potato is a major food security crop within sub-Saharan Africa where 90 % of Africa’s sweet potato production occurs. One of the major limitations of sweet potato production are viral infections. In this study, we used a combination of whole genome sequences from a field isolate from Kenya and those available in GenBank. Sequences of four sweet potato viruses: sweet potato feathery mottle virus (SPFMV), sweet potato virus C (SPVC), sweet potato chlorotic stunt virus (SPCSV), sweet potato chlorotic fleck virus(SPCFV) were obtained from the Kenyan sample. SPFMV sequences both from this study and from GenBank were found to be recombinant. Recombination breakpoints were found within the Nla-Pro, coat protein and P1 genes. The SPCSV, SPVC and SPCFV viruses from this study were non-recombinant. Bayesian phylogenomic relationships across whole genome trees showed variation in the number of well-supported clades; within SPCSV (RNA1 and RNA2) and SPFMV two well-supported clades (I and II) were resolved. The SPCFV tree resolved three well-supported clades (I-III) while four well-supported clades were resolved in SPVC (I-IV). Similar clades were resolved within the coalescent species trees. However, there were disagreements between the clades resolved in the gene trees compared to those from the whole genome tree and coalescent species trees. However the coat protein gene tree of SPCSV and SPCFV resolved similar clades to genome and coalescent species tree while this was not the case in SPFMV and SPVC. In addition, we report variation in selective pressure within sites of the individual genes across all four viruses; overall all viruses were under purifying selection. We report the first complete genomes of SPFMV, SPVC, SPCFV and a partial SPCSV from Kenya as a mixed infection in one sample. In addition, we reveal their phylogenomic relationships and provide evolutionary insights into these viruses. Our findings demonstrate the need for clean planting materials as the first line of control for these viruses, in particular for smallholder farmers within eastern Africa region.

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Phylogenomic relationship and evolutionary insights of sweet potato viruses from the western highlands of Kenya

10.7287/peerj.preprints.26909 ◽

2018 ◽

Author(s):

James M Wainaina ◽

Elijah Ateka ◽

Timothy Makori ◽

Monica A Kehoe ◽

Laura M Boykin

Keyword(s):

Coat Protein ◽

Sweet Potato ◽

Field Isolate ◽

Gene Tree ◽

Potato Production ◽

Sub Saharan Africa ◽

Eastern Africa ◽

Whole Genome ◽

Species Trees ◽

Potato Viruses

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How to Tackle Phylogenetic Discordance in Recent and Rapidly Radiating Groups? Developing a Workflow Using Loricaria (Asteraceae) as an Example

Frontiers in Plant Science ◽

10.3389/fpls.2021.765719 ◽

2022 ◽

Vol 12 ◽

Author(s):

Martha Kandziora ◽

Petr Sklenář ◽

Filip Kolář ◽

Roswitha Schmickl

Keyword(s):

Incomplete Lineage Sorting ◽

Gene Tree ◽

Species Tree ◽

Secondary Contact ◽

Gene Trees ◽

Species Trees ◽

Lineage Sorting ◽

Phylogenetic Discordance ◽

Gene Tree Discordance ◽

High Degree

A major challenge in phylogenetics and -genomics is to resolve young rapidly radiating groups. The fast succession of species increases the probability of incomplete lineage sorting (ILS), and different topologies of the gene trees are expected, leading to gene tree discordance, i.e., not all gene trees represent the species tree. Phylogenetic discordance is common in phylogenomic datasets, and apart from ILS, additional sources include hybridization, whole-genome duplication, and methodological artifacts. Despite a high degree of gene tree discordance, species trees are often well supported and the sources of discordance are not further addressed in phylogenomic studies, which can eventually lead to incorrect phylogenetic hypotheses, especially in rapidly radiating groups. We chose the high-Andean Asteraceae genus Loricaria to shed light on the potential sources of phylogenetic discordance and generated a phylogenetic hypothesis. By accounting for paralogy during gene tree inference, we generated a species tree based on hundreds of nuclear loci, using Hyb-Seq, and a plastome phylogeny obtained from off-target reads during target enrichment. We observed a high degree of gene tree discordance, which we found implausible at first sight, because the genus did not show evidence of hybridization in previous studies. We used various phylogenomic analyses (trees and networks) as well as the D-statistics to test for ILS and hybridization, which we developed into a workflow on how to tackle phylogenetic discordance in recent radiations. We found strong evidence for ILS and hybridization within the genus Loricaria. Low genetic differentiation was evident between species located in different Andean cordilleras, which could be indicative of substantial introgression between populations, promoted during Pleistocene glaciations, when alpine habitats shifted creating opportunities for secondary contact and hybridization.

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Genomic Characterization and Curation of UCEs Improves Species Tree Reconstruction

Systematic Biology ◽

10.1093/sysbio/syaa063 ◽

2020 ◽

Author(s):

Matthew H Van Dam ◽

James B Henderson ◽

Lauren Esposito ◽

Michelle Trautwein

Keyword(s):

Marine Invertebrates ◽

Phylogenetic Analyses ◽

Single Gene ◽

Gene Tree ◽

Single Copy ◽

Species Tree ◽

Bootstrap Support ◽

Gene Trees ◽

Species Trees ◽

Tree Reconstruction

Abstract Ultraconserved genomic elements (UCEs) are generally treated as independent loci in phylogenetic analyses. The identification pipeline for UCE probes does not require prior knowledge of genetic identity, only selecting loci that are highly conserved, single copy, without repeats, and of a particular length. Here, we characterized UCEs from 11 phylogenomic studies across the animal tree of life, from birds to marine invertebrates. We found that within vertebrate lineages, UCEs are mostly intronic and intergenic, while in invertebrates, the majority are in exons. We then curated four different sets of UCE markers by genomic category from five different studies including: birds, mammals, fish, Hymenoptera (ants, wasps, and bees), and Coleoptera (beetles). Of genes captured by UCEs, we find that many are represented by two or more UCEs, corresponding to nonoverlapping segments of a single gene. We considered these UCEs to be nonindependent, merged all UCEs that belonged to a particular gene, constructed gene and species trees, and then evaluated the subsequent effect of merging cogenic UCEs on gene and species tree reconstruction. Average bootstrap support for merged UCE gene trees was significantly improved across all data sets apparently driven by the increase in loci length. Additionally, we conducted simulations and found that gene trees generated from merged UCEs were more accurate than those generated by unmerged UCEs. As loci length improves gene tree accuracy, this modest degree of UCE characterization and curation impacts downstream analyses and demonstrates the advantages of incorporating basic genomic characterizations into phylogenomic analyses. [Anchored hybrid enrichment; ants; ASTRAL; bait capture; carangimorph; Coleoptera; conserved nonexonic elements; exon capture; gene tree; Hymenoptera; mammal; phylogenomic markers; songbird; species tree; ultraconserved elements; weevils.]

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Terraces in Gene Tree Reconciliation-Based Species Tree Inference

10.1101/2020.04.17.047092 ◽

2020 ◽

Author(s):

Michael J. Sanderson ◽

Michelle M. McMahon ◽

Mike Steel

Keyword(s):

Incomplete Lineage Sorting ◽

Gene Tree ◽

Solution Space ◽

Species Tree ◽

Gene Trees ◽

Species Trees ◽

Lineage Sorting ◽

Data Set ◽

Tree Reconciliation ◽

The Impact

AbstractTerraces in phylogenetic tree space are sets of trees with identical optimality scores for a given data set, arising from missing data. These were first described for multilocus phylogenetic data sets in the context of maximum parsimony inference and maximum likelihood inference under certain model assumptions. Here we show how the mathematical properties that lead to terraces extend to gene tree - species tree problems in which the gene trees are incomplete. Inference of species trees from either sets of gene family trees subject to duplication and loss, or allele trees subject to incomplete lineage sorting, can exhibit terraces in their solution space. First, we show conditions that lead to a new kind of terrace, which stems from subtree operations that appear in reconciliation problems for incomplete trees. Then we characterize when terraces of both types can occur when the optimality criterion for tree search is based on duplication, loss or deep coalescence scores. Finally, we examine the impact of assumptions about the causes of losses: whether they are due to imperfect sampling or true evolutionary deletion.

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Phylogenomics reveals an extensive history of genome duplication in diatoms (Bacillariophyta)

10.1101/181115 ◽

2017 ◽

Author(s):

Matthew Parks ◽

Teofil Nakov ◽

Elizabeth Ruck ◽

Norman J. Wickett ◽

Andrew J. Alverson

Keyword(s):

Whole Genome Duplication ◽

Large Scale ◽

Genome Duplication ◽

Gene Tree ◽

Genomic Diversity ◽

Phylogenomic Analysis ◽

Whole Genome ◽

Gene Trees ◽

Angiosperm Evolution ◽

Polyploid Formation

ABSTRACTPremise of the studyDiatoms are one of the most species-rich lineages of microbial eukaryotes. Similarities in clade age, species richness, and contributions to primary production motivate comparisons to flowering plants, whose genomes have been inordinately shaped by whole genome duplication (WGD). These events that have been linked to speciation and increased rates of lineage diversification, identifying WGDs as a principal driver of angiosperm evolution. We synthesized a relatively large but scattered body of evidence that, taken together, suggests that polyploidy may be common in diatoms.MethodsWe used data from gene counts, gene trees, and patterns of synonymous divergence to carry out the first large-scale phylogenomic analysis of genome-scale duplication histories for a phylogenetically diverse set of 37 diatom taxa.Key resultsSeveral methods identified WGD events of varying age across diatoms, though determining the exact number and placement of events and, more broadly, inferences of WGD at all, were greatly impacted by gene-tree uncertainty. Gene-tree reconciliations supported allopolyploidy as the predominant mode of polyploid formation, with particularly strong evidence for ancient allopolyploid events in the thalassiosiroid and pennate diatom clades.ConclusionsWhole genome duplication appears to have been an important driver of genome evolution in diatoms. Denser taxon sampling will better pinpoint the timing of WGDs and likely reveal many more of them. We outline potential challenges in reconstructing paleopolyploid events in diatoms that, together with these results, offer a framework for understanding the evolutionary roles of genome duplication in a group that likely harbors substantial genomic diversity.

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Phylogenomic terraces: presence and implication in species tree estimation from gene trees

10.1101/2020.04.19.048843 ◽

2020 ◽

Author(s):

Ishrat Tanzila Farah ◽

Md Muktadirul Islam ◽

Kazi Tasnim Zinat ◽

Atif Hasan Rahman ◽

Md Shamsuzzoha Bayzid

Keyword(s):

Incomplete Lineage Sorting ◽

Gene Tree ◽

Species Tree ◽

Gene Trees ◽

Species Trees ◽

Lineage Sorting ◽

Deep Coalescence ◽

Tree Estimation ◽

Tree Space ◽

Multiple Species

AbstractSpecies tree estimation from multi-locus dataset is extremely challenging, especially in the presence of gene tree heterogeneity across the genome due to incomplete lineage sorting (ILS). Summary methods have been developed which estimate gene trees and then combine the gene trees to estimate a species tree by optimizing various optimization scores. In this study, we have formalized the concept of “phylogenomic terraces” in the species tree space, where multiple species trees with distinct topologies may have exactly the same optimization score (quartet score, extra lineage score, etc.) with respect to a collection of gene trees. We investigated the presence and implication of terraces in species tree estimation from multi-locus data by taking ILS into account. We analyzed two of the most popular ILS-aware optimization criteria: maximize quartet consistency (MQC) and minimize deep coalescence (MDC). Methods based on MQC are provably statistically consistent, whereas MDC is not a consistent criterion for species tree estimation. Our experiments, on a collection of dataset simulated under ILS, indicate that MDC-based methods may achieve competitive or identical quartet consistency score as MQC but could be significantly worse than MQC in terms of tree accuracy – demonstrating the presence and affect of phylogenomic terraces. This is the first known study that formalizes the concept of phylogenomic terraces in the context of species tree estimation from multi-locus data, and reports the presence and implications of terraces in species tree estimation under ILS.

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Whole-Proteome Tree of Arthropods: An “alignment-free” phylogeny of proteome “books”

10.21203/rs.3.rs-46859/v1 ◽

2020 ◽

Author(s):

Sung-Hou Kim ◽

JaeJin Choi ◽

Byung-Ju Kim

Keyword(s):

Text Analysis ◽

Gene Tree ◽

Whole Genome ◽

Gene Trees ◽

View Point ◽

Analysis Method ◽

Genome Sequences ◽

Alignment Free ◽

Grouping Pattern ◽

Almost All

Abstract Background: An “organism tree” of a group of extant-organisms can be considered as a conceptual tree to capture a simplified narrative of the evolutionary course among the organisms. Due to the difficulties of whole-genome sequencing for many organisms, the most common approach has been to construct a “gene tree” by selecting a group of genes common among the organisms, “align” each gene family and estimate evolutionary distances. Despite broad acceptance of the gene trees as the surrogates for the organism trees, there are important limitations and confounding issues with the approach. During last decades, whole-genome sequences of many extant-arthropods became available, providing an opportunity to construct a “whole-proteome tree” of the arthropods, the largest and most species-diverse group of all living animals. Results: An “alignment-free” whole-proteome tree of the arthropods shows that (a) the demographic grouping-pattern is similar to those in the gene trees, but there are notable differences in the branching orders of the groups and the sisterhood relationships between pairs of the groups; and (b) almost all the “founders” of the groups have emerged in an “explosive burst” near the root of the tree. Conclusion: Since the whole-proteome sequence of an organism can be considered as a “book” of amino-acid alphabets, a tree of the books can be constructed, without alignment of sequences, using a text analysis method of Information Theory, which allows comparing the information content of whole-proteomes. Such tree provides another view-point to consider in telling the narrative of kinship among the arthropods.

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Taxon sampling unequally affects individual nodes in a phylogenetic tree: consequences for model gene tree construction in SwissTree

10.1101/181966 ◽

2017 ◽

Cited By ~ 3

Author(s):

Brigitte Boeckmann ◽

David Dylus ◽

Sebastien Moretti ◽

Adrian Altenhoff ◽

Clément-Marie Train ◽

...

Keyword(s):

Phylogenetic Trees ◽

Phylogenetic Signal ◽

Gene Tree ◽

Evolutionary Relationship ◽

Taxon Sampling ◽

Gene Trees ◽

Data Types ◽

Large Gene ◽

Tree Construction ◽

Taxonomic Range

AbstractMedium to large phylogenetic gene trees constructed from datasets of different species density and taxonomic range are rarely topologically consistent because of missing phylogenetic signal, non-phylogenetic signal and error. In this study, we first use simulations to show that taxon sampling unequally affects nodes in a gene tree, which likely contributes to controversial conclusions from taxon sampling experiments and contradicting species phylogenies such as for the boreoeutherians. Hence, because it is unlikely that a large gene tree can be reconstructed correctly based on a single optimized dataset, we take a two-step approach for the construction of model gene trees. First, stable and unstable clades are identified by comparing phylogenetic trees inferred from multiple datasets and data types (nucleotide, amino acid, codon) from the same gene family. Subsequently, data subsets are optimized for the analysis of individual uncertain clades. Results are summarized in form of a model tree that illustrates the evolutionary relationship of gene loci. A case study shows how a seemingly complex gene phylogeny becomes increasingly consistent with the reference species tree by attentive taxon sampling and subtree analysis. The procedure is progressively introduced to SwissTree (http://swisstree.vital-it.ch), a resource of high confidence model gene (locus) trees. Finally we demonstrate the usefulness of SwissTree for orthology benchmarking.

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On the independent loci assumption in phylogenomic studies

10.1101/066332 ◽

2016 ◽

Author(s):

W. Bryan Jennings

Keyword(s):

Homologous Recombination ◽

Population Size ◽

Effective Population Size ◽

Gene Tree ◽

Gene Trees ◽

Species Trees ◽

Long Term Effects ◽

Effective Population ◽

Independent Assortment

AbstractStudies using multi-locus coalescent methods to infer species trees or historical demographic parameters usually require the assumption that the gene tree for each locus (or SNP) is genealogically independent from the gene trees of other sampled loci. In practice, however, researchers have used two different criteria to delimit independent loci in phylogenomic studies. The first criterion, which directly addresses the condition of genealogical independence of sampled loci, considers the long-term effects of homologous recombination and effective population size on linkage between two loci. In contrast, the second criterion, which only considers the single-generation effects of recombination in the meioses of individuals, identifies sampled loci as being independent of each other if they undergo Mendelian independent assortment. Methods that use these criteria to estimate the number of independent loci per genome as well as intra-chromosomal “distance thresholds” that can be used to delimit independent loci in phylogenomic datasets are reviewed. To compare the efficacy of each criterion, they are applied to two species (an invertebrate and vertebrate) for which relevant genetic and genomic data are available. Although the independent assortment criterion is relatively easy to apply, the results of this study show that it is overly conservative and therefore its use would unfairly restrict the sizes of phylogenomic datasets. It is therefore recommended that researchers only refer to genealogically independent loci when discussing the independent loci assumption in phylogenomics and avoid using terms that may conflate this assumption with independent assortment. Moreover, whenever feasible, researchers should use methods for delimiting putatively independent loci that take into account both homologous recombination and effective population size (i.e., long-term effective recombination).

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