Publications (50) View all
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Article: Multivariate analysis of digital gene expression profiles identifies a xylem signature of the vascular tissue of white spruce (Picea glauca)
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ABSTRACT: A collection of cDNA libraries from white spruce (Picea glauca) and interior spruce (P. glauca × engelmanii) vascular tissue were analyzed to identify a set of genes that could serve as tissue-related markers within the coniferous vascular system. Multivariate exploratory methods identified up to 128 genes co-expressed similarly among three xylem libraries. The majority (87) of these genes formed three distinctive meta-clusters, denoting putative gene cliques in xylem tissue. Of the selected genes, 33 (25%) exhibited no significant sequence homology in queries against any public databases, indicating the possibility of their unique expression in the xylem tissue of conifers. Another 38 genes (30%) had ambiguous annotation. Validation of the annotated genes with analog data, obtained from a wet-lab study utilizing microarray slides with 18,881 spots, resulted in a screened list of 29 genes as xylem-related markers. Response to stress was the predominant category to which the screened genes corresponded. Among the screened genes, elements of the phenolics biosynthesis, cinnamyl alcohol dehydrogenase and laccase, together with the fundamental enzyme of the cell wall biosynthesis, cellulose synthase, prominently delineated characteristics of the wood-forming tissue, xylem. KeywordsConifer–EST–Digital gene expression–Spruce–Vascular tissue–XylemTree Genetics & Genomes 04/2012; 6(4):601-611. · 2.34 Impact Factor -
Article: An AFLP linkage map for Douglas-fir based upon multiple full-sib families
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ABSTRACT: An amplified fragment length polymorphism (AFLP) linkage map for coastal Douglas-fir (Pseudotsuga menziesii) was constructed from eight full-sib families each consisting of 40 progeny. These families were part of the British Columbia Ministry of Forests second-generation progeny test program and represent typical family sizes used in progeny trials. For map construction, ten primer pairs using EcoRI+3 and MseI+4 were employed to identify and assay AFLP loci that segregated in backcross configurations. A new technique was used to obtain a single recombination rate for each pair of marker loci: for each locus pair, a recombination rate and log-odd value were estimated across all segregating families using a joint maximum likelihood function that considered the full dataset of segregating genotypes. The resulting matrix of recombination rates between all pairs of loci was used to construct an integrated linkage map using JoinMap. The final map consisted of 19 linkage groups spanning 938.6cM at an average distance of 9.3cM between markers. The simultaneous integration of data from multiple families may provide an effective way to construct a linkage map, using the genetic resources inherent in most tree improvement programs, where progeny tests of small size are conducted. The statistical property of number of families used is briefly discussed. For our data, at least three to four families greatly increased the chance of obtaining an informative locus in at least one family. Families as small as ten are adequate for closely linked loci (<10cM), while the size used in our study (40) is adequate for loci within 30cM.Tree Genetics & Genomes 04/2012; 4(2):181-191. · 2.34 Impact Factor -
Article: SNP discovery, gene diversity, and linkage disequilibrium in wild populations of Populus tremuloides
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ABSTRACT: The use of single-nucleotide polymorphisms (SNPs) as molecular markers in plant studies has become increasingly common. With the development of these markers, there is an interest in determining levels of variation in natural populations. Here, we identify and characterize levels of SNPs in wild populations of aspen (Populus tremuloides Michx.). Four populations were sampled from Alberta and British Columbia in Western Canada. A total of 35 gene regions were selected for analysis. The loci selected are mainly involved in wood formation and include regions from genes for lignin biosynthesis, cellulose biosynthesis, and other cell wall compounds and a number of transcription factors. Other genes included those coding for growth hormones, disease resistance, and light responses. Primers were developed from conserved regions in multi-species EST alignments. Regions were PCR amplified, and products (approximately 500 to 1,000 bp) were assessed for levels of SNPs using Ecotilling. From a total of approximately 25 kb 462 SNPs were identified, over 18 SNPs/kb. Thus, SNPs are an abundant and potentially useful molecular marker in aspen. Gene diversity (heterozygosity) varied in the gene regions, with an overall average of HT00.18. Although gene diversity was considerable, genetic differentiation was low with the overall FST value being 0.004. A surrogate measure of linkage disequilibrium (LD) was calculated, and overall, the LD was shown to decay relatively rapidly with distance along the gene region. The results obtained from the wood formation genes in this study will enable further targeting of regions for association studies on lignin and cellulose variation in aspen and other Populus species.Tree Genetics & Genomes 04/2012; · 2.34 Impact Factor -
Article: Long‐distance gene flow and adaptation of forest trees to rapid climate change
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ABSTRACT: Ecology Letters (2012) 15: 378–392AbstractForest trees are the dominant species in many parts of the world and predicting how they might respond to climate change is a vital global concern. Trees are capable of long-distance gene flow, which can promote adaptive evolution in novel environments by increasing genetic variation for fitness. It is unclear, however, if this can compensate for maladaptive effects of gene flow and for the long-generation times of trees. We critically review data on the extent of long-distance gene flow and summarise theory that allows us to predict evolutionary responses of trees to climate change. Estimates of long-distance gene flow based both on direct observations and on genetic methods provide evidence that genes can move over spatial scales larger than habitat shifts predicted under climate change within one generation. Both theoretical and empirical data suggest that the positive effects of gene flow on adaptation may dominate in many instances. The balance of positive to negative consequences of gene flow may, however, differ for leading edge, core and rear sections of forest distributions. We propose future experimental and theoretical research that would better integrate dispersal biology with evolutionary quantitative genetics and improve predictions of tree responses to climate change.Ecology Letters 02/2012; 15(4):378 - 392. · 17.56 Impact Factor -
Article: Slow but not low: genomic comparisons reveal slower evolutionary rate and higher dN/dS in conifers compared to angiosperms.
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ABSTRACT: Comparative genomics can inform us about the processes of mutation and selection across diverse taxa. Among seed plants, gymnosperms have been lacking in genomic comparisons. Recent EST and full-length cDNA collections for two conifers, Sitka spruce (Picea sitchensis) and loblolly pine (Pinus taeda), together with full genome sequences for two angiosperms, Arabidopsis thaliana and poplar (Populus trichocarpa), offer an opportunity to infer the evolutionary processes underlying thousands of orthologous protein-coding genes in gymnosperms compared with an angiosperm orthologue set. Based upon pairwise comparisons of 3,723 spruce and pine orthologues, we found an average synonymous genetic distance (dS) of 0.191, and an average dN/dS ratio of 0.314. Using a fossil-established divergence time of 140 million years between spruce and pine, we extrapolated a nucleotide substitution rate of 0.68 × 10(-9) synonymous substitutions per site per year. When compared to angiosperms, this indicates a dramatically slower rate of nucleotide substitution rates in conifers: on average 15-fold. Coincidentally, we found a three-fold higher dN/dS for the spruce-pine lineage compared to the poplar-Arabidopsis lineage. This joint occurrence of a slower evolutionary rate in conifers with higher dN/dS, and possibly positive selection, showcases the uniqueness of conifer genome evolution. Our results are in line with documented reduced nucleotide diversity, conservative genome evolution and low rates of diversification in conifers on the one hand and numerous examples of local adaptation in conifers on the other hand. We propose that reduced levels of nucleotide mutation in large and long-lived conifer trees, coupled with large effective population size, were the main factors leading to slow substitution rates but retention of beneficial mutations.BMC Evolutionary Biology 01/2012; 12:8. · 3.52 Impact Factor
