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Tracing the decay of the historical signal in biological sequence data. (2004)

by S Ho, L Jermiin
Venue:Systematic Biology,
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Estimation of phylogeny and invariant sites under the general Markov model of nucleotide sequence evolution

by Vlvek Jayaswal, John Robinson, Lars Jermiin - Systematic Biology
"... Abstract.—The models of nucleotide substitution used by most maximum likelihood-based methods assume that the evolutionary process is stationary, reversible, and homogeneous. We present an extension of the Barry and Hartigan model, which can be used to estimate parameters by maximum likelihood (ML) ..."
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Abstract.—The models of nucleotide substitution used by most maximum likelihood-based methods assume that the evolutionary process is stationary, reversible, and homogeneous. We present an extension of the Barry and Hartigan model, which can be used to estimate parameters by maximum likelihood (ML) when the data contain invariant sites and there are violations of the assumptions of stationarity, reversibility, and homogeneity. Unlike most ML methods for estimating invariant sites, we estimate the nucleotide composition of invariant sites separately from that of variable sites. We analyze a bacterial data set where problems due to lack of stationarity and homogeneity have been previously well noted and use the parametric bootstrap to show that the data are consistent with our general Markov model. We also show that estimates of invariant sites obtained using our method are fairly accurate when applied to data simulated under the general Markov model. [Invariant sites; maximum likelihood; nonhomogeneous process; nonstationary process; nucleotide substitution; phylogenetics.] Many maximum-likelihood-based methods for phylogenetic inference rely on explicit models of nucleotide substitution, the common underlying assumption being that the process is Markovian (i.e., the conditional probability of change at a given site depends only on the
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...ibility. Even in the absence of compositional heterogeneity, rate heterogeneity among lineages can confound phylogenetic estimates (e.g., Felsenstein, 1978; Hasegawa et al., 1991; Steel et al., 1993; =-=Ho and Jermiin, 2004-=-), so there is a need for more general nucleotide substitution models that relax the assumptions of stationarity, reversibility, and homogeneity. Based on the maximum-likelihood criterion, such models...

Use of dispersal-vicariance analysis in biogeography; a critique.

by Ullasa Kodandaramaiah - Opinion Trends in Ecology and Evolution , 2010
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...ese published studies. In this paper I highlight the potentially serious sources of error in this method, and include a more detailed discussion of some of the pitfalls pointed out by Ronquist. Because the biogeographic history of any taxon is unknown it is impossible to test whether diva or any other method has correctly reconstructed its history. Simulation studies in phylogenetics have proved extremely useful for testing the accuracy of tree-reconstruction methods in recovering the known, albeit hypothetical, phylogeny of the simulated sequences (Poe & Swofford, 1999; Holland et al., 2003; Ho & Jermiin, 2004). Here, I use a parallel approach to highlight circumstances under which inferences based on diva can be wrong. Hypothetical taxa are allowed to evolve in a specific geological scenario, and diva is used to estimate the ancestral areas. SCENARIO Assume four landmasses, A, B, C and D, that are connected to each other at some point in time. These landmasses separate following the advent of barriers between them (e.g. ocean), in the following sequence: A + (B + C + D) fi A + B + (C + D) fi A + B + C + D. Assume that a species abcd¢ was widespread in A, B, C and D and speciated into four species, ...

2005 SEQVIS: visualization of compositional heterogeneity in large alignments of nucleotides

by Joshua W. K. Ho, Cameron E. Adams, Jie Bin Lew, Timothy J. Matthews, Chiu Chin Ng, Arash Shahabi-sirjani, Leng Hong Tan, Yu Zhao, Simon Easteal, Susan R Wilson, Lars S Jermiin, Keith A Cr - 2007 Phylogeny of the snailfishes (Teleostei: Liparidae) based on molecular and morphological , 1997
"... Summary: Most phylogenetic methods assume that the sequences evolved under homogeneous, stationary and reversible conditions. Compositional heterogeneity in data intended for studies of phylogeny suggests that the data did not evolve under these conditions. SeqVis, a Java application for analysis of ..."
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Summary: Most phylogenetic methods assume that the sequences evolved under homogeneous, stationary and reversible conditions. Compositional heterogeneity in data intended for studies of phylogeny suggests that the data did not evolve under these conditions. SeqVis, a Java application for analysis of nucleotide content, reads sequence alignments in several formats and plots the nucleotide content in a tetrahedron. Once plotted, outliers can be identified, thus allowing for decisions on the applicability of the data for phylogenetic analysis.
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...nder stationary, reversible and homogeneous conditions [for definitions, see e.g. Jayaswal et al. (2005)]. If these conditions are violated by data, then the risk of phylogenetic errors is increased (=-=Ho and Jermiin, 2004-=-; Jermiin et al., 2004). Alignments of nucleotides may vary compositionally in the sense that the composition may vary across sequences and/or across sites. In the first case, the sites would not have...

Building trees of algae: some advances in phylogenetic and evolutionary analysis

by Heroen Verbruggen, Edward, C. Theriot - Eur. J. Phycol , 2008
"... Molecular phylogenetics has become a prominent aspect of algal systematics. The field of phylogenetic reconstruction is fast-evolving and novel techniques take time to penetrate taxonomic research. We highlight a selection of advances in phylogenetic inference and evolutionary analysis methods that ..."
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Molecular phylogenetics has become a prominent aspect of algal systematics. The field of phylogenetic reconstruction is fast-evolving and novel techniques take time to penetrate taxonomic research. We highlight a selection of advances in phylogenetic inference and evolutionary analysis methods that could, in our opinion, benefit algal systematic studies. The focus of the paper is on model-based techniques. Following a brief introduction to maximum likelihood and Bayesian phylogenetic inference methods, we address model selection and partitioning strategies, and illustrate some issues concerning systematic error (phylogenetic bias), data saturation and tree rooting. We discuss the importance of experimental design (taxon and character sampling) and explore methods to test the reliability of phylogenetic results. Finally, we address methods for estimating ancestral states of discrete and continuous characters and techniques for dating phylogenetic trees. For each of these topics, we provide a brief circumscription, refer to the more specialized literature, and list a selection of software to carry out the analyses.

Overcoming deep roots, fast rates, and short internodes to resolve the ancient rapid radiation of eupolypod II ferns. Syst. Biol

by Carl J. Rothfels, Anders Larsson, Li-yaung Kuo, Petra Korall, Wen-liang Chiou, Kathleen, M. Pryer, Carl J. Rothfels Anders Larsson , 2012
"... Abstract.—Backbone relationships within the large eupolypod II clade, which includes nearly a third of extant fern species, have resisted elucidation by both molecular and morphological data. Earlier studies suggest that much of the phylogenetic intractability of this group is due to three factors: ..."
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Abstract.—Backbone relationships within the large eupolypod II clade, which includes nearly a third of extant fern species, have resisted elucidation by both molecular and morphological data. Earlier studies suggest that much of the phylogenetic intractability of this group is due to three factors: (i) a long root that reduces apparent levels of support in the ingroup; (ii) long ingroup branches subtended by a series of very short backbone internodes (the “ancient rapid radiation ” model); and (iii) significantly heterogeneous lineage-specific rates of substitution. To resolve the eupolypod II phylogeny, with a partic-ular emphasis on the backbone internodes, we assembled a data set of five plastid loci (atpA, atpB, matK, rbcL, and trnG-R) from a sample of 81 accessions selected to capture the deepest divergences in the clade. We then evaluated our phylogenetic hypothesis against potential confounding factors, including those induced by rooting, ancient rapid radiation, rate hetero-geneity, and the Bayesian star-tree paradox artifact. While the strong support we inferred for the backbone relationships

Evolutionary history of the genus Sus inferred from cytochrome b sequences. Mol Phylogenet Evol

by Stefano Mona , Ettore Randi , Mila Tommaseo-Ponzetta , 2007
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... molecular dating In total, we obtained 172 complete cytochrome b sequences from six Sus species. Haplotypes were found with CLEANUP software (Grillo et al., 1996) and phylogenetic analyses were then performed on 66 Sus sequences and one Phachocoerus africanus as outgroup. Of the 24 nucleotide substitution models tested by MRMODELTEST, the GTR+C gave the lowest score under the AIC criterion, and was thus used for the following Bayesian and maximum likelihood tests. Since it is well-known that variation in rates of evolution along different lineages can severely affect phylogenetic estimation (Ho and Jermiin, 2004), we inferred relationships among Sus species using the standard unrooted approach (every branch with its own rate of evolution), the strict molecular clock (the same rate for all branches), and the two relaxed clock phylogenetic models recently proposed by Drummond et al. (2006), in which rates of evolution are uncorrelated among branches but all belong to the same distribution (modeled as exponential or lognormal). We employed a pure birth model (birth rate being a hyper parameter with a uniform prior) and a uniform model (branch lengths with a uniform prior) to detect the possible effect of...

DOI:10.1093/sysbio/sys001 Overcoming Deep Roots, Fast Rates, and Short Internodes to Resolve the Ancient Rapid Radiation of Eupolypod II Ferns

by Carl J. Rothfels, Anders Larsson, Li-yaung Kuo, Petra Korall, Wen-liang Chiou, Kathleen, M. Pryer, Carl J. Rothfels Anders Larsson , 2011
"... Abstract.—Backbone relationships within the large eupolypod II clade, which includes nearly a third of extant fern species, have resisted elucidation by both molecular and morphological data. Earlier studies suggest that much of the phylogenetic intractability of this group is due to three factors: ..."
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Abstract.—Backbone relationships within the large eupolypod II clade, which includes nearly a third of extant fern species, have resisted elucidation by both molecular and morphological data. Earlier studies suggest that much of the phylogenetic intractability of this group is due to three factors: (i) a long root that reduces apparent levels of support in the ingroup; (ii) long ingroup branches subtended by a series of very short backbone internodes (the “ancient rapid radiation ” model); and (iii) significantly heterogeneous lineage-specific rates of substitution. To resolve the eupolypod II phylogeny, with a partic-ular emphasis on the backbone internodes, we assembled a data set of five plastid loci (atpA, atpB, matK, rbcL, and trnG-R) from a sample of 81 accessions selected to capture the deepest divergences in the clade. We then evaluated our phylogenetic hypothesis against potential confounding factors, including those induced by rooting, ancient rapid radiation, rate hetero-geneity, and the Bayesian star-tree paradox artifact. While the strong support we inferred for the backbone relationships proved robust to these potential problems, their investigation revealed unexpected model-mediated impacts of outgroup

Combined Mitochondrial and Nuclear DNA Sequences Resolve the Interrelations of the Major Australasian Marsupial Radiations

by unknown authors
"... Abstract.—Australasian marsupials include three major radiations, the insectivorous/carnivorous Dasyuromorphia, the omnivorous bandicoots (Peramelemorphia), and the largely herbivorous diprotodontians. Morphologists have generally considered the bandicoots and diprotodontians to be closely related, ..."
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Abstract.—Australasian marsupials include three major radiations, the insectivorous/carnivorous Dasyuromorphia, the omnivorous bandicoots (Peramelemorphia), and the largely herbivorous diprotodontians. Morphologists have generally considered the bandicoots and diprotodontians to be closely related, most prominently because they are both syndactylous (with the 2nd and 3rd pedal digits being fused). Molecular studies have been unable to confirm or reject this Syndactyla hypothesis. Here we present new mitochondrial (mt) genomes from a spiny bandicoot (Echymipera rufescens) and two dasyurids, a fat-tailed dunnart (Sminthopsis crassicaudata) and a northern quoll (Dasyurus halhtcatus). By comparing trees derived from pairwise base-frequency differences between taxa with standard (absolute, uncorrected) distance trees, we infer that composition bias among mt protein-coding and RNA sequences is sufficient to mislead tree reconstruction. This can explain incongruence between trees obtained from mt and nuclear data sets. However, after excluding major sources of compositional heterogeneity, both the "reduced-bias " mt and nuclear data sets clearly favor a bandicoot plus dasyuromorphian association, as well as a grouping of kangaroos and possums (Phalangeriformes) among diprotodontians. Notably, alternatives to these groupings could only be confidently rejected by combining the mt and nuclear data. Elsewhere on the tree, Dromiciops appears to be sister to the monophyletic Australasian marsupials, whereas the placement of the marsupial mole (Notoryctes) remains problematic. More generally, we contend that it is desirable to combine mt genome and nuclear sequences for inferring vertebrate phylogeny, but as separately modeled process partitions. This strategy depends on
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...xpected under a specified level of sampling error and are not truly comparable between data sets because their statistical power depends on factors such as the number of variable sites. Others (e.g., =-=Ho and Jermiin, 2004-=-) have articulated the need instead for simple methods for inferring whether any bias is in fact sufficient tosat Pennsylvania State U niversity on M ay 10, 2016 http://sysbio.oxfordjournals.org/ D ow...

Phylogenetics of Cystopteridaceae: Reticulation and Divergence in a Cosmopolitan Fern Family by

by Carl John, Edward Rothfels, Kathleen Pryer Supervisor, S. Thomas Mitchell-olds, V. Louise Roth, David Swofford, Michael Windham, Carl J. E. Rothfels, V. Louise Roth, David Swofford, Michael Windham , 2012
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unknown title

by Erik W. Bloomquist, Karin S. Dorman, Human Genetics, David Geffen, School Medicine Ucla , 2008
"... doi:10.1093/biostatistics/kxn019 ..."
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doi:10.1093/biostatistics/kxn019
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