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Dive into the research topics where Hardeep S. Rai is active.

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Featured researches published by Hardeep S. Rai.


Nature | 2007

Hydatellaceae identified as a new branch near the base of the angiosperm phylogenetic tree

Jeffery M. Saarela; Hardeep S. Rai; James A. Doyle; Peter K. Endress; Sarah Mathews; Adam D. Marchant; Barbara G. Briggs; Sean W. Graham

Although the relationship of angiosperms to other seed plants remains controversial, great progress has been made in identifying the earliest extant splits in flowering-plant phylogeny, with the discovery that the New Caledonian shrub Amborella trichopoda, the water lilies (Nymphaeales), and the woody Austrobaileyales constitute a basal grade of lines that diverged before the main radiation in the clade. By focusing attention on these ancient lines, this finding has re-written our understanding of angiosperm structural and reproductive biology, physiology, ecology and taxonomy. The discovery of a new basal lineage would lead to further re-evaluation of the initial angiosperm radiation, but would also be unexpected, as nearly all of the ∼460 flowering-plant families have been surveyed in molecular studies. Here we show that Hydatellaceae, a small family of dwarf aquatics that were formerly interpreted as monocots, are instead a highly modified and previously unrecognized ancient lineage of angiosperms. Molecular phylogenetic analyses of multiple plastid genes and associated noncoding regions from the two genera of Hydatellaceae identify this overlooked family as the sister group of Nymphaeales. This surprising result is further corroborated by evidence from the nuclear gene phytochrome C (PHYC), and by numerous morphological characters. This indicates that water lilies are part of a larger lineage that evolved more extreme and diverse modifications for life in an aquatic habitat than previously recognized.


Proceedings of the National Academy of Sciences of the United States of America | 2012

Hemisphere-scale differences in conifer evolutionary dynamics

Andrew B. Leslie; Jeremy M. Beaulieu; Hardeep S. Rai; Peter R. Crane; Michael J. Donoghue; Sarah Mathews

Fundamental differences in the distribution of oceans and landmasses in the Northern and Southern Hemispheres potentially impact patterns of biological diversity in the two areas. The evolutionary history of conifers provides an opportunity to explore these dynamics, because the majority of extant conifer species belong to lineages that have been broadly confined to the Northern or Southern Hemisphere during the Cenozoic. Incorporating genetic information with a critical review of fossil evidence, we developed an age-calibrated phylogeny sampling ∼80% of living conifer species. Most extant conifer species diverged recently during the Neogene within clades that generally were established during the later Mesozoic, but lineages that diversified mainly in the Southern Hemisphere show a significantly older distribution of divergence ages than their counterparts in the Northern Hemisphere. Our tree topology and divergence times also are best fit by diversification models in which Northern Hemisphere conifer lineages have higher rates of species turnover than Southern Hemisphere lineages. The abundance of recent divergences in northern clades may reflect complex patterns of migration and range shifts during climatic cycles over the later Neogene leading to elevated rates of speciation and extinction, whereas the scattered persistence of mild, wetter habitats in the Southern Hemisphere may have favored the survival of older lineages.


Botany | 2008

Inference of higher-order conifer relationships from a multi-locus plastid data set

Hardeep S. Rai; Patrick A. Reeves; Rod Peakall; Richard G. Olmstead; Sean W. Graham

We reconstructed the broad backbone of conifer phylogeny from a survey of 15–17 plastid loci and associated noncoding regions from exemplar conifer species. Parsimony and likelihood analyses recover the same higher-order relationships, and we find strong support for most of the deep splits in conifer phylogeny, including those within our two most heavily sampled families, Araucariaceae and Cupressaceae. Our findings are broadly congruent with other recent studies, and are inferred with comparable or improved bootstrap support. The deepest phylogenetic split in conifers is inferred to be between Pinaceae and all other conifers (Cupressophyta). Our current gene and taxon sampling does not support a relationship between Pinaceae and Gnetales, observed in some published studies. Within the Cupressophyta clade, we infer well-supported relationships among Cephalotaxaceae, Cupressaceae, Sciadopityaceae, and Taxaceae. Our data support recent moves to recognize Cephalotaxus under Taxaceae, and we find strong suppo...


Proceedings of the Royal Society of London B: Biological Sciences | 2005

Repeated evolution of net venation and fleshy fruits among monocots in shaded habitats confirms a priori predictions: evidence from an ndhF phylogeny

Thomas J. Givnish; J. Chris Pires; Sean W. Graham; Marc A McPherson; Linda M. Prince; Thomas B. Patterson; Hardeep S. Rai; Eric H. Roalson; Timothy M. Evans; William J. Hahn; Kendra C. Millam; Alan W. Meerow; Mia Molvray; Paul J Kores; Heath E. O'brien; Jocelyn C. Hall; W. John Kress; Kenneth J. Sytsma

We present a well-resolved, highly inclusive phylogeny for monocots, based on ndhF sequence variation, and use it to test a priori hypotheses that net venation and vertebrate-dispersed fleshy fruits should undergo concerted convergence, representing independent but often concurrent adaptations to shaded conditions. Our data demonstrate that net venation arose at least 26 times and was lost eight times over the past 90 million years; fleshy fruits arose at least 21 times and disappeared 11 times. Both traits show a highly significant pattern of concerted convergence (p<10−9), arising 16 times and disappearing four times in tandem. This phenomenon appears driven by even stronger tendencies for both traits to evolve in shade and be lost in open habitats (p<10−13–10−29). These patterns are among the strongest ever demonstrated for evolutionary convergence in individual traits and the predictability of evolution, and the strongest evidence yet uncovered for concerted convergence. The rate of adaptive shifts per taxon has declined exponentially over the past 90 million years, as expected when large-scale radiations fill adaptive zones.


Annals of the Missouri Botanical Garden | 2003

The Population Structure and Floral Biology of Amborella Trichopoda (Amborellaceae)

Leonard B. Thien; Tammy L. Sage; Tanguy Jaffre; Peter Bernhardt; Vincenza Pontieri; Peter H. Weston; Dave Malloch; Hiroshi Azuma; Sean W. Graham; Marc A. McPherson; Hardeep S. Rai; Rowan F. Sage; Jean-Louis Dupre

The shrubs and small trees of Amborella trichopoda are functionally unisexual and the populations are dioecious, male biased, and occur primarily in clumps. Floral size dimorphism reported for this species was confirmed by differences in floral biomass. At the level of the inflorescence, there were significantly greater numbers of male versus female flowers/inflorescence. No differences were observed between male and female plants in height, stem number, and diameter at the ground level. Male flowers bear 6 to 21 stamens and female flowers 3 to 6 spirally arranged carpels and staminodes that mimic the fertile androecia in male flowers. Flowering within a population was synchronous, and flowers of Amborella trichopoda are both insect- and wind-pollinated. A wide variety of insects ranging in size from ca. 1 mm to 7 cm in length pollinate the flowers, indicating a generalist pollination system. Beetles involved in pollination dwell in the forest litter but also spend hours on the leaves, flowers, and branches feeding on pollen. Pollen is the reward for insects as there is an absence of detectable floral volatiles and nectars, and anthers lack secretions or food bodies. A free-flowing stigma secretion was occasionally present, but it was not consumed by pollinators. Structural studies indicate that the stigma is of the dry-type, and the pollinators probably visit female flowers because of the mimetic role of the staminodes. The combination of wind and insect pollination exhibited in A. trichopoda is rare in basal angiosperms. Gall midges, parasitoid wasps, and thrips utilize floral tissue as a breeding site, impeding reproduction. Two species of gall-inducing midges (Cecidomyiidae) insert egg(s) into the gynoecia of developing flower buds, converting one or more ovaries into galls. Parasitoid wasps (Chalcidae) lay eggs in the galls that develop into larvae that prey upon the midge maggots. The Cecidomyiidae expanded with the angiosperms, but the earliest fossils of gall-inducing gall midges occur in the Miocene. Deceptive mechanisms involving numerous floral traits in small bisexual and unisexual flowers are common in the ANITA group and other basal angiosperms.


American Journal of Botany | 2010

Utility of a large, multigene plastid data set in inferring higher-order relationships in ferns and relatives (monilophytes)

Hardeep S. Rai; Sean W. Graham

UNLABELLED PREMISE OF THE STUDY The monilophytes (ferns and relatives)-the third largest group of land plants-exhibit a diverse array of vegetative and reproductive morphologies. Investigations into their early ecological and life-history diversification require accurate, well-corroborated phylogenetic estimates. We examined the utility of a large plastid-based data set in inferring backbone relationships for monilophytes. • METHODS We recovered 17 plastid genes for exemplar taxa using published and new primers. We compared results from maximum-likelihood and parsimony analyses, assessed the effects of removing rapidly evolving characters, and examined the extent to which our data corroborate or contradict the results of other studies, or resolve current ambiguities. • KEY RESULTS Considering multifamily clades, we found bootstrap support comparable to or better than that in published studies that used fewer genes from fewer or more taxa. We firmly establish filmy ferns (Hymenophyllales) as the sister group of all leptosporangiates except Osmundaceae, resolving the second deepest split in leptosporangiate-fern phylogeny. A clade comprising Ophioglossaceae and Psilotaceae is currently accepted as the sister group of other monilophytes, but we recover Equisetum in this position. We also recover marattioid and leptosporangiate ferns as sister groups. Maximum-likelihood rate-class estimates are somewhat skewed when a long-branch lineage (Selaginella) is included, negatively affecting bootstrap support for early branches. • CONCLUSIONS Our findings support the utility of this gene set in corroborating relationships found in previous studies, improving support, and resolving uncertainties in monilophyte phylogeny. Despite these advances, our results also underline the need for continued work on resolving the very earliest splits in monilophyte phylogeny.


Molecular Phylogenetics and Evolution | 2008

How well do we understand the overall backbone of cycad phylogeny? New insights from a large, multigene plastid data set

Jessie M. Zgurski; Hardeep S. Rai; Quentin M. Fai; David J. Bogler; Javier Francisco-Ortega; Sean W. Graham

a Department of Biological Sciences, CW405 Biological Sciences Centre, University of Alberta, Edmonton, AB, Canada T6G 2E9 b UBC Botanical Garden & Centre for Plant Research, Faculty of Land and Food Systems, & Department of Botany, 2357 Main Mall, University of British Columbia, Vancouver, BC, Canada V6T 1Z4 c Missouri Botanical Garden, P.O. Box 299, St. Louis, MO 63166-0299, USA d Department of Biological Sciences, Florida International University, Miami, FL 33199, USA e Center for Tropical Plant Conservation, Fairchild Tropical Botanic Garden, Coral Gables, FL 33156, USA


PLOS ONE | 2012

Widespread Triploidy in Western North American Aspen (Populus tremuloides)

Karen E. Mock; Colin M. Callahan; M. Nurul Islam-Faridi; John D. Shaw; Hardeep S. Rai; Stewart C. Sanderson; Carol A. Rowe; Ronald J. Ryel; Michael D. Madritch; Richard Scott Gardner; Paul G. Wolf

We document high rates of triploidy in aspen (Populus tremuloides) across the western USA (up to 69% of genets), and ask whether the incidence of triploidy across the species range corresponds with latitude, glacial history (as has been documented in other species), climate, or regional variance in clone size. Using a combination of microsatellite genotyping, flow cytometry, and cytology, we demonstrate that triploidy is highest in unglaciated, drought-prone regions of North America, where the largest clone sizes have been reported for this species. While we cannot completely rule out a low incidence of undetected aneuploidy, tetraploidy or duplicated loci, our evidence suggests that these phenomena are unlikely to be significant contributors to our observed patterns. We suggest that the distribution of triploid aspen is due to a positive synergy between triploidy and ecological factors driving clonality. Although triploids are expected to have low fertility, they are hypothesized to be an evolutionary link to sexual tetraploidy. Thus, interactions between clonality and polyploidy may be a broadly important component of geographic speciation patterns in perennial plants. Further, cytotypes are expected to show physiological and structural differences which may influence susceptibility to ecological factors such as drought, and we suggest that cytotype may be a significant and previously overlooked factor in recent patterns of high aspen mortality in the southwestern portion of the species range. Finally, triploidy should be carefully considered as a source of variance in genomic and ecological studies of aspen, particularly in western U.S. landscapes.


Molecular Ecology Resources | 2015

Does complete plastid genome sequencing improve species discrimination and phylogenetic resolution in Araucaria

Markus Ruhsam; Hardeep S. Rai; Sarah Mathews; T. Gregory Ross; Sean W. Graham; Linda A. Raubeson; Wenbin Mei; Philip Thomas; Martin Gardner; Richard A. Ennos; Peter M. Hollingsworth

Obtaining accurate phylogenies and effective species discrimination using a small standardized set of plastid genes is challenging in evolutionarily young lineages. Complete plastid genome sequencing offers an increasingly easy‐to‐access source of characters that helps address this. The usefulness of this approach, however, depends on the extent to which plastid haplotypes track morphological species boundaries. We have tested the power of complete plastid genomes to discriminate among multiple accessions of 11 of 13 New Caledonian Araucaria species, an evolutionarily young lineage where the standard DNA barcoding approach has so far failed and phylogenetic relationships have remained elusive. Additionally, 11 nuclear gene regions were Sanger sequenced for all accessions to ascertain the success of species discrimination using a moderate number of nuclear genes. Overall, fewer than half of the New Caledonian Araucaria species with multiple accessions were monophyletic in the plastid or nuclear trees. However, the plastid data retrieved a phylogeny with a higher resolution compared to any previously published tree of this clade and supported the monophyly of about twice as many species and nodes compared to the nuclear data set. Modest gains in discrimination thus are possible, but using complete plastid genomes or a small number of nuclear genes in DNA barcoding may not substantially raise species discriminatory power in many evolutionarily young lineages. The big challenge therefore remains to develop techniques that allow routine access to large numbers of nuclear markers scaleable to thousands of individuals from phylogenetically disparate sample sets.


PLOS ONE | 2014

Genotyping-by-Sequencing for Populus Population Genomics: An Assessment of Genome Sampling Patterns and Filtering Approaches

Martin P. Schilling; Paul G. Wolf; Aaron M. Duffy; Hardeep S. Rai; Carol A. Rowe; Bryce A. Richardson; Karen E. Mock

Continuing advances in nucleotide sequencing technology are inspiring a suite of genomic approaches in studies of natural populations. Researchers are faced with data management and analytical scales that are increasing by orders of magnitude. With such dramatic advances comes a need to understand biases and error rates, which can be propagated and magnified in large-scale data acquisition and processing. Here we assess genomic sampling biases and the effects of various population-level data filtering strategies in a genotyping-by-sequencing (GBS) protocol. We focus on data from two species of Populus, because this genus has a relatively small genome and is emerging as a target for population genomic studies. We estimate the proportions and patterns of genomic sampling by examining the Populus trichocarpa genome (Nisqually-1), and demonstrate a pronounced bias towards coding regions when using the methylation-sensitive ApeKI restriction enzyme in this species. Using population-level data from a closely related species (P. tremuloides), we also investigate various approaches for filtering GBS data to retain high-depth, informative SNPs that can be used for population genetic analyses. We find a data filter that includes the designation of ambiguous alleles resulted in metrics of population structure and Hardy-Weinberg equilibrium that were most consistent with previous studies of the same populations based on other genetic markers. Analyses of the filtered data (27,910 SNPs) also resulted in patterns of heterozygosity and population structure similar to a previous study using microsatellites. Our application demonstrates that technically and analytically simple approaches can readily be developed for population genomics of natural populations.

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Sean W. Graham

University of British Columbia

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Bryce A. Richardson

United States Forest Service

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Brian J. Knaus

United States Department of Agriculture

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Karen E. Mock

College of Natural Resources

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Richard Cronn

United States Forest Service

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Sarah Mathews

Commonwealth Scientific and Industrial Research Organisation

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Jessica W. Wright

United States Forest Service

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