24 results on '"Mayrose, Itay"'
Search Results
2. A non‐homogeneous model of chromosome‐number evolution to reveal shifts in the transition patterns across the phylogeny.
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Shafir, Anat, Halabi, Keren, Escudero, Marcial, and Mayrose, Itay
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PHYLOGENY ,REPRODUCTIVE isolation ,EVOLUTIONARY models ,POLYPLOIDY ,CHROMOSOMES - Abstract
Summary: Changes in chromosome numbers, including polyploidy and dysploidy events, play a key role in eukaryote evolution as they could expediate reproductive isolation and have the potential to foster phenotypic diversification. Deciphering the pattern of chromosome‐number change within a phylogeny currently relies on probabilistic evolutionary models. All currently available models assume time homogeneity, such that the transition rates are identical throughout the phylogeny.Here, we develop heterogeneous models of chromosome‐number evolution that allow multiple transition regimes to operate in distinct parts of the phylogeny. The partition of the phylogeny to distinct transition regimes may be specified by the researcher or, alternatively, identified using a sequential testing approach. Once the number and locations of shifts in the transition pattern are determined, a second search phase identifies regimes with similar transition dynamics, which could indicate on convergent evolution.Using simulations, we study the performance of the developed model to detect shifts in patterns of chromosome‐number evolution and demonstrate its applicability by analyzing the evolution of chromosome numbers within the Cyperaceae plant family.The developed model extends the capabilities of probabilistic models of chromosome‐number evolution and should be particularly helpful for the analyses of large phylogenies that include multiple distinct subclades. [ABSTRACT FROM AUTHOR]
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- 2023
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3. Using evolutionary data to make sense of macromolecules with a "face‐lifted" ConSurf.
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Yariv, Barak, Yariv, Elon, Kessel, Amit, Masrati, Gal, Chorin, Adi Ben, Martz, Eric, Mayrose, Itay, Pupko, Tal, and Ben‐Tal, Nir
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The ConSurf web‐sever for the analysis of proteins, RNA, and DNA provides a quick and accurate estimate of the per‐site evolutionary rate among homologues. The analysis reveals functionally important regions, such as catalytic and ligand‐binding sites, which often evolve slowly. Since the last report in 2016, ConSurf has been improved in multiple ways. It now has a user‐friendly interface that makes it easier to perform the analysis and to visualize the results. Evolutionary rates are calculated based on a set of homologous sequences, collected using hidden Markov model‐based search tools, recently embedded in the pipeline. Using these, and following the removal of redundancy, ConSurf assembles a representative set of effective homologues for protein and nucleic acid queries to enable informative analysis of the evolutionary patterns. The analysis is particularly insightful when the evolutionary rates are mapped on the macromolecule structure. In this respect, the availability of AlphaFold model structures of essentially all UniProt proteins makes ConSurf particularly relevant to the research community. The UniProt ID of a query protein with an available AlphaFold model can now be used to start a calculation. Another important improvement is the Python re‐implementation of the entire computational pipeline, making it easier to maintain. This Python pipeline is now available for download as a standalone version. We demonstrate some of ConSurf's key capabilities by the analysis of caveolin‐1, the main protein of membrane invaginations called caveolae. [ABSTRACT FROM AUTHOR]
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- 2023
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4. Panoramic: A package for constructing eukaryotic pan‐genomes.
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Glick, Lior and Mayrose, Itay
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EUKARYOTIC genomes , *PLANT species , *ARABIDOPSIS thaliana , *SOFTWARE development tools , *ELECTRONIC data processing , *USER interfaces - Abstract
The study of intraspecific genomic variation in eukaryotic species has been the focus of numerous genome resequencing projects in recent years. One emerging approach for the analysis of intraspecific diversity uses the concept of a pan‐genome, which theoretically represents the full set of genomic sequences and coding genes from all individuals of a given species. This approach has many advantages over reference‐based methods and has been successfully applied to study both prokaryotic and eukaryotic species. However, the process of pan‐genome construction still presents considerable scientific and technical challenges, especially for eukaryotic species with large and complex genomes. Although general approaches for the construction of pan‐genomes have been devised, currently available software tools implement only certain modules of the entire computational procedure. Therefore, each pan‐genome project requires the development of tailored analysis pipelines, thus complicating and prolonging the process and impairing research reproducibility and comparison across studies. Here, we present Panoramic, a software package for the automatic construction of eukaryotic pan‐genomes. Panoramic takes raw sequencing reads as input and applies two alternative approaches for pan‐genome construction. Panoramic makes pan‐genome construction a considerably easier task by providing simple user interface and efficient data processing algorithms. We demonstrate the use of Panoramic by constructing the pan‐genome of the model plant species Arabidopsis thaliana from sequencing data of 20 diverse ecotypes. [ABSTRACT FROM AUTHOR]
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- 2021
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5. Model adequacy tests for probabilistic models of chromosome‐number evolution.
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Rice, Anna and Mayrose, Itay
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EUKARYOTIC genomes , *CHROMOSOME duplication , *CYTOTAXONOMY , *CHROMOSOMES , *PHYLOGENY - Abstract
Summary: Chromosome number is a central feature of eukaryote genomes. Deciphering patterns of chromosome‐number change along a phylogeny is central to the inference of whole genome duplications and ancestral chromosome numbers. ChromEvol is a probabilistic inference tool that allows the evaluation of several models of chromosome‐number evolution and their fit to the data. However, fitting a model does not necessarily mean that the model describes the empirical data adequately. This vulnerability may lead to incorrect conclusions when model assumptions are not met by real data.Here, we present a model adequacy test for likelihood models of chromosome‐number evolution. The procedure allows us to determine whether the model can generate data with similar characteristics as those found in the observed ones.We demonstrate that using inadequate models can lead to inflated errors in several inference tasks. Applying the developed method to 200 angiosperm genera, we find that in many of these, the best‐fitting model provides poor fit to the data. The inadequacy rate increases in large clades or in those in which hybridizations are present.The developed model adequacy test can help researchers to identify phylogenies whose underlying evolutionary patterns deviate substantially from current modelling assumptions and should guide future methods development. [ABSTRACT FROM AUTHOR]
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- 2021
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6. COVID‐19 pandemic‐related lockdown: response time is more important than its strictness.
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Loewenthal, Gil, Abadi, Shiran, Avram, Oren, Halabi, Keren, Ecker, Noa, Nagar, Natan, Mayrose, Itay, and Pupko, Tal
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The rapid spread of SARS‐CoV‐2 and its threat to health systems worldwide have led governments to take acute actions to enforce social distancing. Previous studies used complex epidemiological models to quantify the effect of lockdown policies on infection rates. However, these rely on prior assumptions or on official regulations. Here, we use country‐specific reports of daily mobility from people cellular usage to model social distancing. Our data‐driven model enabled the extraction of lockdown characteristics which were crossed with observed mortality rates to show that: (i) the time at which social distancing was initiated is highly correlated with the number of deaths, r2 = 0.64, while the lockdown strictness or its duration is not as informative; (ii) a delay of 7.49 days in initiating social distancing would double the number of deaths; and (iii) the immediate response has a prolonged effect on COVID‐19 death toll. Synopsis: This study used mobility data obtained from Apple users around the world to explore the effect of lockdown on COVID‐19 related mortality. The results suggest that countries that enforced a strict lockdown could have obtained similar mortality figures with less stringent mobility restrictions. The time at which social distancing was initiated is highly correlated with the number of deaths.No association was observed between the lockdown strictness (or its duration) to the number of deaths.A delay of 7.49 days in social distancing initiation would double the number of deaths.The immediate response has a prolonged effect on COVID‐19 related mortality. [ABSTRACT FROM AUTHOR]
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- 2020
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7. Phenology and polyploidy in annual Brachypodium species (Poaceae) along the aridity gradient in Israel.
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Penner, Shira, Dror, Barak, Aviezer, Iris, Bar‐Lev, Yamit, Salman‐Minkov, Ayelet, Mandakova, Terezie, Šmarda, Petr, Mayrose, Itay, and Sapir, Yuval
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POLYPLOIDY ,BRACHYPODIUM ,PHENOLOGY ,DESERT plants ,PLANT adaptation ,GRASSES - Abstract
Local adaptation of plants along environmental gradients provides strong evidence for clinal evolution mediated by natural selection. Plants have developed diverse strategies to mitigate stress, for example, drought escape is a phenological strategy to avoid drought stress, while polyploidy was proposed as a genomic adaptation to stress. Polyploidy as an adaptation to aridity (an environmental parameter integrating temperature and precipitation) was previously documented in annual Brachypodium spp. (Poaceae) in the Western Mediterranean. Here, we examined whether polyploidy or phenology are associated with aridity in annual Brachypodium spp. along the aridity gradient in the Eastern Mediterranean. Using flow cytometry, we determined ploidy levels of plants from natural populations along the Israeli gradient, spanning ∼424 km from mesic Mediterranean to extreme desert climates. In a common garden we recorded time of seedling emergence, flowering and senescence. We tested whether the proportion of allotetraploids in the populations and phenological traits were associated with aridity. Contrary to a previous study in the Western Mediterranean, we found no effect of aridity on the proportion of allotetraploids and diploids within populations. Interestingly, phenology was associated with aridity: time of emergence was later, while flowering and senescence were earlier in desert plants. Our results indicate that in the Eastern Mediterranean, adaptation of Brachypodium to aridity is mediated mainly by phenology, rather than ploidy level. Therefore, we suggest that genome duplication is not the main driver of adaptation to environmental stress; rather, phenological change as a drought escape mechanism may be the major adaptation. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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8. Interaction among ploidy, breeding system and lineage diversification.
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Zenil‐Ferguson, Rosana, Burleigh, J. Gordon, Freyman, William A., Igić, Boris, Mayrose, Itay, and Goldberg, Emma E.
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PLOIDY ,STOCHASTIC models ,SOLANACEAE ,GENETIC speciation ,ANGIOSPERMS - Abstract
Summary: If particular traits consistently affect rates of speciation and extinction, broad macroevolutionary patterns can be interpreted as consequences of selection at high levels of the biological hierarchy. Identifying traits associated with diversification rates is difficult because of the wide variety of characters under consideration and the statistical challenges of testing for associations from comparative phylogenetic data. Ploidy (diploid vs polyploid states) and breeding system (self‐incompatible vs self‐compatible states) are both thought to be drivers of differential diversification in angiosperms.We fit 29 diversification models to extensive trait and phylogenetic data in Solanaceae and investigate how speciation and extinction rate differences are associated with ploidy, breeding system, and the interaction between these traits.We show that diversification patterns in Solanaceae are better explained by breeding system and an additional unobserved factor, rather than by ploidy. We also find that the most common evolutionary pathway to polyploidy in Solanaceae occurs via direct breakdown of self‐incompatibility by whole genome duplication, rather than indirectly via breakdown followed by polyploidization.Comparing multiple stochastic diversification models that include complex trait interactions alongside hidden states enhances our understanding of the macroevolutionary patterns in plant phylogenies. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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9. OneTwoTree: An online tool for phylogeny reconstruction.
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Drori, Michal, Rice, Anna, Einhorn, Moshe, Chay, Ofer, Glick, Lior, and Mayrose, Itay
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PHYLOGENY ,ECOLOGY ,SYSTEMS biology ,GENOMES ,TAXONOMY - Abstract
Phylogeny reconstruction is a key instrument in numerous biological analyses, ranging from evolutionary and ecology research, to conservation and systems biology. The increasing accumulation of genomic data makes it possible to reconstruct phylogenies with both high accuracy and at increasingly finer resolution. Yet, taking advantage of the enormous amount of sequence data available requires the use of computational tools for efficient data retrieval and processing, or else the process could quickly become an error‐prone endeavour. Here, we present OneTwoTree (http://onetwotree.tau.ac.il/), a Web‐based tool for tree reconstruction based on the supermatrix paradigm. Given a list of taxa names of interest as the sole input requirement, OneTwoTree retrieves all available sequence data from NCBI GenBank, clusters these into orthology groups, identifies the most informative set of markers, searches for an appropriate outgroup, and assembles a partitioned sequence matrix that is then used for the final phylogeny reconstruction step. OneTwoTree further allows users to control various steps of the process, such as the merging of sequences from similar clusters, or phylogeny reconstruction based on markers from a specific genome type. By comparing the performance of OneTwoTree to a manually reconstructed phylogeny of the Antirrhineae tribe, we show that the use of OneTwoTree resulted in substantially higher data coverage in terms of both taxon sampling and the number of informative markers assembled. OneTwoTree provides a flexible online tool for species‐tree reconstruction, aimed to assist researchers ranging in their level of prior expertise in the task of phylogeny reconstruction. [ABSTRACT FROM AUTHOR]
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- 2018
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10. Multispeed genome diploidization and diversification after an ancient allopolyploidization.
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Mandáková, Terezie, Pouch, Milan, Harmanová, Klára, Zhan, Shing Hei, Mayrose, Itay, and Lysak, Martin A.
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BRASSICACEAE ,COMPARATIVE genomics ,COMPARATIVE genomic hybridization ,PLANT hybridization ,PHYLOGEOGRAPHY - Abstract
Hybridization and genome doubling (allopolyploidy) have led to evolutionary novelties as well as to the origin of new clades and species. Despite the importance of allopolyploidization, the dynamics of postpolyploid diploidization ( PPD) at the genome level has been only sparsely studied. The Microlepidieae ( MICR) is a crucifer tribe of 17 genera and c. 56 species endemic to Australia and New Zealand. Our phylogenetic and cytogenomic analyses revealed that MICR originated via an intertribal hybridization between ancestors of Crucihimalayeae ( n = 8; maternal genome) and Smelowskieae ( n = 7; paternal genome), both native to the Northern Hemisphere. The reconstructed ancestral allopolyploid genome ( n = 15) originated probably in northeastern Asia or western North America during the Late Miocene (c. 10.6-7 million years ago) and reached the Australian mainland via long-distance dispersal. In Australia, the allotetraploid genome diverged into at least three main subclades exhibiting different levels of PPD and diversity: 1.25-fold descending dysploidy ( DD) of n = 15 → n = 12 (autopolyploidy → 24) in perennial Arabidella (3 species), 1.5-fold DD of n = 15 → n = 10 in the perennial Pachycladon (11 spp.) and 2.1-3.75-fold DD of n = 15 → n = 7-4 in the largely annual crown-group genera (42 spp. in 15 genera). These results are among the first to demonstrate multispeed genome evolution in taxa descending from a common allopolyploid ancestor. It is suggested that clade-specific PPD can operate at different rates and efficacies and can be tentatively linked to life histories and the extent of taxonomic diversity. [ABSTRACT FROM AUTHOR]
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- 2017
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11. Sex determination, longevity, and the birth and death of reptilian species.
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Sabath, Niv, Itescu, Yuval, Feldman, Anat, Meiri, Shai, Mayrose, Itay, and Valenzuela, Nicole
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LONGEVITY ,SEX chromosomes ,NATURAL selection ,LIFE history theory ,PHENOTYPIC plasticity ,TEMPERATURE-dependent sex determination ,GENETIC sex determination - Abstract
Vertebrate sex-determining mechanisms ( SDMs) are triggered by the genotype ( GSD), by temperature ( TSD), or occasionally, by both. The causes and consequences of SDM diversity remain enigmatic. Theory predicts SDM effects on species diversification, and life-span effects on SDM evolutionary turnover. Yet, evidence is conflicting in clades with labile SDMs, such as reptiles. Here, we investigate whether SDM is associated with diversification in turtles and lizards, and whether alterative factors, such as lifespan's effect on transition rates, could explain the relative prevalence of SDMs in turtles and lizards (including and excluding snakes). We assembled a comprehensive dataset of SDM states for squamates and turtles and leveraged large phylogenies for these two groups. We found no evidence that SDMs affect turtle, squamate, or lizard diversification. However, SDM transition rates differ between groups. In lizards TSD-to- GSD surpass GSD-to- TSD transitions, explaining the predominance of GSD lizards in nature. SDM transitions are fewer in turtles and the rates are similar to each other ( TSD-to- GSD equals GSD-to- TSD), which, coupled with TSD ancestry, could explain TSD's predominance in turtles. These contrasting patterns can be explained by differences in life history. Namely, our data support the notion that in general, shorter lizard lifespan renders TSD detrimental favoring GSD evolution in squamates, whereas turtle longevity permits TSD retention. Thus, based on the macro-evolutionary evidence we uncovered, we hypothesize that turtles and lizards followed different evolutionary trajectories with respect to SDM, likely mediated by differences in lifespan. Combined, our findings revealed a complex evolutionary interplay between SDMs and life histories that warrants further research that should make use of expanded datasets on unexamined taxa to enable more conclusive analyses. [ABSTRACT FROM AUTHOR]
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- 2016
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12. Phylogenetic evidence for cladogenetic polyploidization in land plants.
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Zhan, Shing H., Drori, Michal, Goldberg, Emma E., Otto, Sarah P., and Mayrose, Itay
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POLYPLOIDY in plant chromosomes ,ANGIOSPERMS ,BAYESIAN analysis ,MAXIMUM likelihood statistics ,PLANT genomes - Abstract
PREMISE OF THE STUDY: Polyploidization is a common and recurring phenomenon in plants and is often thought to be a mechanism of “instant speciation�. Whether polyploidization is associated with the formation of new species (cladogenesis) or simply occurs over time within a lineage (anagenesis), however, has never been assessed systematically. METHODS: We tested this hypothesis using phylogenetic and karyotypic information from 235 plant genera (mostly angiosperms). We first constructed a large database of combined sequence and chromosome number data sets using an automated procedure. We then applied likelihood models (ClaSSE) that estimate the degree of synchronization between polyploidization and speciation events in maximum likelihood and Bayesian frameworks. KEY RESULTS:Our maximum likelihood analysis indicated that 35 genera supported a model that includes cladogenetic transitions over a model with only anagenetic transitions, whereas three genera supported a model that incorporates anagenetic transitions over one with only cladogenetic transitions. Furthermore, the Bayesian analysis supported a preponderance of cladogenetic change in four genera but did not support a preponderance of anagenetic change in any genus. CONCLUSIONS: Overall, these phylogenetic analyses provide the first broad confirmation that polyploidization is temporally associated with speciation events, suggesting that it is indeed a major speciation mechanism in plants, at least in some genera. [ABSTRACT FROM AUTHOR]
- Published
- 2016
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13. Polyploidy and sexual system in angiosperms: Is there an association?
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Glick, Lior, Sabath, Niv, Ashman, Tia‐Lynn, Goldberg, Emma, and Mayrose, Itay
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ANGIOSPERMS ,POLYPLOIDY in plant chromosomes ,INTERSEXUALITY ,PLANT genomes ,DIMORPHISM in plants ,PLANTS - Abstract
PREMISE OF THE STUDY: Flowering plants display a variety of sexual systems, ranging from complete cosexuality (hermaphroditism) to separate-sexed individuals (dioecy). While dioecy is relatively rare, it has evolved many times and is present in many plant families. Transitions in sexual systems are hypothesized to be affected by large genomic events such as whole-genome duplication, or polyploidy, and several models have been proposed to explain the observed patterns of association. METHODS: In this study, we assessed the association between ploidy and sexual system (separate or combined sexes). To this end, we assembled a database of ploidy levels and sexual systems for 1000 species, spanning 18 genera and 15 families. We applied several phylogenetic comparative approaches, including Pagel�s coevolutionary framework and sister clade analyses, for detecting correlations between ploidy level and sexual system. KEY RESULTS:Our results indicate a broad association between polyploidy and sexual system dimorphism, with low evolutionary stability of the diploid-dioecious condition observed in several clades. A detailed examination of the clades exhibiting this correlation reveals that it is underlain by various patterns of transition rate asymmetry. CONCLUSIONS: We conclude that the long-hypothesized connection between ploidy and sexual system holds in some clades, although it may well be affected by factors that differ from clade to clade. Our results further demonstrate that to better understand the evolutionary processes involved, more sophisticated methods and extensive and detailed data sets are required for both broad and focused inquiry. [ABSTRACT FROM AUTHOR]
- Published
- 2016
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14. Body sizes and diversification rates of lizards, snakes, amphisbaenians and the tuatara.
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Feldman, Anat, Sabath, Niv, Pyron, R. Alexander, Mayrose, Itay, and Meiri, Shai
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RHYNCHOCEPHALIA ,BIODIVERSITY ,LIZARD anatomy ,SNAKE anatomy ,BODY size ,MOLECULAR evolution ,BIOLOGICAL extinction - Abstract
Aim Size is one of the most important and obvious traits of an organism. Both small and large sizes have adaptive advantages and disadvantages. Body size-frequency distributions of most large clades are unimodal and right skewed. Species larger than the mean or range midpoint of body sizes are relatively scarce. Theoretical models suggest evolutionary rates are higher in small organisms with short generation times. Therefore diversification rates are usually thought to be maximal at relatively small body sizes. Empirical studies of the rates of molecular evolution and clade diversification, however, have usually indicated that both are unrelated to body size. Furthermore, it has been claimed that because snakes are longer than lizards, the size-frequency distribution of all squamate species is bimodal overall. We examined the shape of the size-frequency distribution of nearly all Squamata and Rhynchocephalia species, and investigated how size affected diversification rates. Location Global. Methods We collected data on maximum body length for 9805 lepidosaur (squamates and the tuatara) species (99.7% of all species) and converted them to mass using clade-specific allometric equations. Using methods that test for relationships between continuous traits and speciation and extinction rates on a large, dated phylogeny (4155 species), we investigated the relationship between diversification rates and body size. Results Living squamates span six orders of magnitude in body size, eight when giant extinct snakes and mosasaurs are included. The body size-frequency distributions of snakes and lizards separately, and of all lepidosaur species combined, are unimodal and right skewed. Nonetheless, we find neither linear nor hump-shaped relationships between size and diversification rates, except in snakes, where speciation and diversification are hump shaped. Main conclusions Despite a clear modality and skew in the body sizes of lepidosaurs, we find little evidence for faster diversification of modal-sized taxa, perhaps implying that larger-sized clades are relatively young. [ABSTRACT FROM AUTHOR]
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- 2016
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15. Dioecy does not consistently accelerate or slow lineage diversification across multiple genera of angiosperms.
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Sabath, Niv, Goldberg, Emma E., Glick, Lior, Einhorn, Moshe, Ashman, Tia‐Lynn, Ming, Ray, Otto, Sarah P., Vamosi, Jana C., and Mayrose, Itay
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ANGIOSPERMS ,SEX in plants ,PLANT physiology ,PLANT reproduction ,STERILITY in plants - Abstract
Dioecy, the sexual system in which male and female organs are found in separate individuals, allows greater specialization for sex-specific functions and can be advantageous under various ecological and environmental conditions. However, dioecy is rare among flowering plants. Previous studies identified contradictory trends regarding the relative diversification rates of dioecious lineages vs their nondioecious counterparts, depending on the methods and data used., We gathered detailed species-level data for dozens of genera that contain both dioecious and nondioecious species. We then applied a probabilistic approach that accounts for differential speciation, extinction, and transition rates between states to examine whether there is an association between dioecy and lineage diversification., We found a bimodal distribution, whereby dioecious lineages exhibited higher diversification in certain genera but lower diversification in others. Additional analyses did not uncover an ecological or life history trait that could explain a context-dependent effect of dioecy on diversification. Furthermore, in-depth simulations of neutral characters demonstrated that such bimodality is also found when simulating neutral characters across the observed trees., Our analyses suggest that - at least for these genera with the currently available data - dioecy neither consistently places a strong brake on diversification nor is a strong driver. [ABSTRACT FROM AUTHOR]
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- 2016
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16. Regulation of alternative splicing at the single-cell level.
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Faigenbloom, Lior, Rubinstein, Nimrod D, Kloog, Yoel, Mayrose, Itay, Pupko, Tal, and Stein, Reuven
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ALTERNATIVE RNA splicing ,EXONS (Genetics) ,GENE expression ,GENE ontology ,NUCLEOTIDE sequence - Abstract
Alternative splicing is a key cellular mechanism for generating distinct isoforms, whose relative abundances regulate critical cellular processes. It is therefore essential that inclusion levels of alternative exons be tightly regulated. However, how the precision of inclusion levels among individual cells is governed is poorly understood. Using single-cell gene expression, we show that the precision of inclusion levels of alternative exons is determined by the degree of evolutionary conservation at their flanking intronic regions. Moreover, the inclusion levels of alternative exons, as well as the expression levels of the transcripts harboring them, also contribute to this precision. We further show that alternative exons whose inclusion levels are considerably changed during stem cell differentiation are also subject to this regulation. Our results imply that alternative splicing is coordinately regulated to achieve accuracy in relative isoform abundances and that such accuracy may be important in determining cell fate. [ABSTRACT FROM AUTHOR]
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- 2015
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17. Clumpak: a program for identifying clustering modes and packaging population structure inferences across K.
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Kopelman, Naama M., Mayzel, Jonathan, Jakobsson, Mattias, Rosenberg, Noah A., and Mayrose, Itay
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POPULATION genetics -- Mathematical models ,MOLECULAR structure ,MARKOV chain Monte Carlo ,LOCUS (Genetics) ,GENOTYPES - Abstract
The identification of the genetic structure of populations from multilocus genotype data has become a central component of modern population-genetic data analysis. Application of model-based clustering programs often entails a number of steps, in which the user considers different modelling assumptions, compares results across different predetermined values of the number of assumed clusters (a parameter typically denoted K), examines multiple independent runs for each fixed value of K, and distinguishes among runs belonging to substantially distinct clustering solutions. Here, we present Clumpak (Cluster Markov Packager Across K), a method that automates the postprocessing of results of model-based population structure analyses. For analysing multiple independent runs at a single K value, Clumpak identifies sets of highly similar runs, separating distinct groups of runs that represent distinct modes in the space of possible solutions. This procedure, which generates a consensus solution for each distinct mode, is performed by the use of a Markov clustering algorithm that relies on a similarity matrix between replicate runs, as computed by the software Clumpp. Next, Clumpak identifies an optimal alignment of inferred clusters across different values of K, extending a similar approach implemented for a fixed K in Clumpp and simplifying the comparison of clustering results across different K values. Clumpak incorporates additional features, such as implementations of methods for choosing K and comparing solutions obtained by different programs, models, or data subsets. Clumpak, available at , simplifies the use of model-based analyses of population structure in population genetics and molecular ecology. [ABSTRACT FROM AUTHOR]
- Published
- 2015
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18. Methods for studying polyploid diversification and the dead end hypothesis: a reply to Soltis et al. (2014).
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Mayrose, Itay, Zhan, Shing H., Rothfels, Carl J., Arrigo, Nils, Barker, Michael S., Rieseberg, Loren H., and Otto, Sarah P.
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POLYPLOIDY in plant chromosomes , *PLANT diversity , *PLANT evolution , *PLANT phylogeny , *STATISTICS - Abstract
The author discusses the concerns raised by Soltis and colleagues regarding a study which used likelihood methods to estimate the impact of polyploidization events on diversification rates in plants. Topics discussed include the definition of polyploid lineage, the philosophical criticism about reticulate evolution, which is common among polyploid lineages, and the effects on polyploidy.
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- 2015
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19. The Chromosome Counts Database ( CCDB) - a community resource of plant chromosome numbers.
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Rice, Anna, Glick, Lior, Abadi, Shiran, Einhorn, Moshe, Kopelman, Naama M., Salman‐Minkov, Ayelet, Mayzel, Jonathan, Chay, Ofer, and Mayrose, Itay
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PLOIDY ,PLANT chromosome numbers ,BOTANICAL databases ,PLANT evolution ,PLANT phylogeny ,PLANT cytotaxonomy - Abstract
The author discusses the Chromosome Counts Database (CCDB), which is an information resource about plant chromosome numbers. Topics discussed include the evolutionary pattern of chromosome number, the use of chromosome numbers as an important phylogenetic character in cytotaxonomy, and the Index to Plant Chromosome Numbers (IPCN).
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- 2015
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20. ConSurf: Using Evolutionary Data to Raise Testable Hypotheses about Protein Function.
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Celniker, Gershon, Nimrod, Guy, Ashkenazy, Haim, Glaser, Fabian, Martz, Eric, Mayrose, Itay, Pupko, Tal, and Ben-Tal, Nir
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PROTEIN structure ,HYPOTHESIS ,AMINO acids ,BIOINFORMATICS ,ALGORITHMS ,NUMERICAL calculations ,MAXIMUM likelihood statistics - Abstract
Many mutations disappear from the population because they impair protein function and/or stability. Thus, amino acid positions that are essential for proper function evolve more slowly than others, or in other words, the slow evolutionary rate of a position reflects its importance. ConSurf (http://consurf.tau.ac.il), reviewed in this manuscript, exploits this to reveal key amino acid positions that are important for maintaining the native conformation(s) of the protein and its function, be it binding, catalysis, transport, etc. Given the sequence or 3D structure of the query protein as input, a search for similar sequences is conducted and the sequences are aligned. The multiple sequence alignment is subsequently used to calculate the evolutionary rates of each amino acid site, using Bayesian or maximum-likelihood algorithms. Both algorithms take into account the evolutionary relationships between the sequences, reflected in phylogenetic trees, to alleviate problems due to uneven (biased) sampling in sequence space. This is particularly important when the number of sequences is low. The ConSurf-DB, a new release of which is presented here, provides precalculated ConSurf conservation analysis of nearly all available structures in the Protein DataBank (PDB). The usefulness of ConSurf for the study of individual proteins and mutations, as well as a range of large-scale, genome-wide applications, is reviewed. [ABSTRACT FROM AUTHOR]
- Published
- 2013
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21. Increased growth in sunflower correlates with reduced defences and altered gene expression in response to biotic and abiotic stress.
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MAYROSE, MAYA, KANE, NOLAN C., MAYROSE, ITAY, DLUGOSCH, KATRINA M., and RIESEBERG, LOREN H.
- Subjects
CULTIVATED plants ,SUNFLOWERS ,CROP yields ,WEEDS ,GENE expression - Abstract
Cultivated plants have been selected by humans for increased yield in a relatively benign environment, where nutrient and water resources are often supplemented, and biotic enemy loads are kept artificially low. Agricultural weeds have adapted to this same benign environment as crops and often have high growth and reproductive rates, even though they have not been specifically selected for yield. Considering the competing demands for resources in any plant, a key question is whether adaptation to agricultural environments has been accompanied by life history trade-offs, in which resistance to (largely absent) stress has been lost in favour of growth and reproduction. The experiments reported here were designed to test for growth-defence trade-offs in agricultural weeds, crops and native varieties of common sunflower ( Helianthus annuus L., Asteraceae) by comparing their performance in the presence or absence of abiotic (drought and crowding) or biotic (simulated herbivory, insect herbivory and fungal) stress. We found that growth, as well as viability of crops and weeds, was reduced by abiotic drought stress. The weakened defence in the agricultural genotypes was further evident as increased susceptibility to fungal infection and higher level of insect palatability. To uncover molecular mechanisms underlying these trade-offs, we monitored gene expression kinetics in drought-stressed plants. By correlating phenotypic observations with molecular analyses, we report the identification of several genes, including a protein phosphatase 2C and the HD-Zip transcription factor Athb-8, whose expression is associated with the observed phenotypic variation in common sunflower. [ABSTRACT FROM AUTHOR]
- Published
- 2011
- Full Text
- View/download PDF
22. Stepwise prediction of conformational discontinuous B-cell epitopes using the Mapitope algorithm.
- Author
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Bublil, Erez M., Freund, Natalia Tarnovitski, Mayrose, Itay, Penn, Osnat, Roitburd-Berman, Anna, Rubinstein, Nimrod D., Pupko, Tal, and Gershoni, Jonathan M.
- Abstract
Mapping the epitope of an antibody is of great interest, since it contributes much to our understanding of the mechanisms of molecular recognition and provides the basis for rational vaccine design. Here we present Mapitope, a computer algorithm for epitope mapping. The algorithm input is a set of affinity isolated peptides obtained by screening phage display peptide-libraries with the antibody of interest. The output is usually 1-3 epitope candidates on the surface of the atomic structure of the antigen. We have systematically tested the performance of Mapitope by assessing the effect of the algorithm parameters on the final prediction. Thus, we have examined the effect of the statistical threshold ( ST) parameter, relating to the frequency distribution and enrichment of amino acid pairs from the isolated peptides and the D (distance) and E (exposure) parameters which relate to the physical parameters of the antigen. Two model systems were analyzed in which the antibody of interest had previously been co-crystallized with the antigen and thus the epitope is a given. The Mapitope algorithm successfully predicted the epitopes in both models. Accordingly, we formulated a stepwise paradigm for the prediction of discontinuous conformational epitopes using peptides obtained from screening phage display libraries. We applied this paradigm to successfully predict the epitope of the Trastuzumab antibody on the surface of the Her-2/neu receptor in a third model system. Proteins 2007. © 2007 Wiley-Liss, Inc. [ABSTRACT FROM AUTHOR]
- Published
- 2007
- Full Text
- View/download PDF
23. ChromEvol v.3: modeling rate heterogeneity in chromosome number evolution.
- Author
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Shafir, Anat, Halabi, Keren, Baumer, Ella, and Mayrose, Itay
- Subjects
- *
PHYLOGENETIC models , *CHROMOSOMES , *POLYPLOIDY , *PLANT evolution , *SOFTWARE development tools - Abstract
Summary Changes in chromosome numbers are a prominent driver of plant evolution, impacting ecological diversification, stress tolerance, and phenotypes. ChromEvol is a widely used software tool for deciphering patterns of chromosome‐number change along a phylogeny of interest. It evaluates the fit of alternative models to the data, estimates transition rates of different types of events, and infers the expected number of events along each branch of the phylogeny. We introduce ChromEvol v.3, featuring multiple novel methodological advancements that capture variation in the transition rates along a phylogeny. This version better allows researchers to identify how dysploidy and polyploidy rates change based on the number of chromosomes in the genome, with respect to a discrete trait, or at certain subclades of the phylogeny. We demonstrate the applicability of the new models on the Solanaceae phylogeny. Our analyses identify four chromosome‐number transition regimes that characterize distinct Solanaceae clades and demonstrate an association between self‐compatibility and altered dynamics of chromosome‐number evolution. ChromEvol v.3, available at https://github.com/anatshafir1/chromevol, offers researchers a more flexible, comprehensive, and accurate tool to investigate the evolution of chromosome numbers and the various processes affecting it. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
24. Cover Picture: ConSurf: Using Evolutionary Data to Raise Testable Hypotheses about Protein Function / JSmol and the Next-Generation Web-Based Representation of 3D Molecular Structure as Applied to Proteopedia (Isr. J. Chem. 3-4/2013).
- Author
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Celniker, Gershon, Nimrod, Guy, Ashkenazy, Haim, Glaser, Fabian, Martz, Eric, Mayrose, Itay, Pupko, Tal, Ben-Tal, Nir, Hanson, Robert M., Prilusky, Jaime, Renjian, Zhou, Nakane, Takanori, and Sussman, Joel L.
- Subjects
MAGAZINE covers ,HYPOTHESIS ,PROTEINS ,MOLECULAR structure ,BIOINFORMATICS ,PROTEIN structure ,PERIODICAL editors - Published
- 2013
- Full Text
- View/download PDF
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