17 results on '"Zinkgraf M"'
Search Results
2. Genetically-based trait variation within a foundation tree species influences a dominant bark lichen
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Lamit, L.J., Bowker, M.A., Holeski, L.M., Næsborg, R. Reese, Wooley, S.C., Zinkgraf, M., Lindroth, R.L., Whitham, T.G., and Gehring, C.A.
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- 2011
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3. Hybridization among foundation tree species influences the structure of associated understory plant communities
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Lamit, L.J., Wojtowicz, T., Kovacs, Z., Wooley, S.C., Zinkgraf, M., Whitham, T.G., Lindroth, R.L., and Gehring, C.A.
- Subjects
Plant communities -- Research -- Environmental aspects ,Hybridization -- Environmental aspects -- Research ,Genetic variation -- Research -- Environmental aspects ,Biological sciences - Abstract
Understanding how genetic identity influences community structure is a major focus in evolutionary ecology, yet few studies examine interactions among organisms in the same trophic level within this context. In a common garden containing trees from a hybrid system (Populus fremontii S. Wats. x Populus angustifolia James), we tested the hypothesis that the structure of establishing understory plant communities is influenced by genetic differences among trees and explored foliar condensed tannins (CTs) and photosynthetically active radiation (PAR) as mechanisms. Several findings support our hypothesis: (i) Understory biomass and cover increase along the genetic gradient from P. angustifolia to P. fremontii.(ii) Along the same hybridization gradient, species richness decreases and species composition shifts. (iii) Populus foliar CT concentrations and PAR decrease from P. angustifolia to P. fremontii.(iv) Understory species richness increases with foliar CTs; however, biomass, cover, and composition show no relationship with CTs, and no understory variables correlate with PAR. (v) Structural equation modeling suggests that foliar CTs are a primary mechanism linking overstory tree genetics with understory richness. Using an experimental system dominated by naturally colonizing exotic species, this study demonstrates that a genetic gradient created by tree hybridization can influence understory plants. Key words: condensed tannins, hybridization, Populus, plant community, structural equation model. Pour l'ecologie evolutive, la comprehension de l'influence de l'identite genetique sur la structure des communautes constitue un enjeu majeur; pourtant, il existe peu d'etudes ayant examinee les interactions entre les organismes occupant la mieme echelle trophique dans ce contexte. Dans un jardin commun comportant des arbres provenant d'un systeme hybride (Populus fremontii S. Wats.x Populus angustifolia James), les auteurs ont verifie l'hypothese a l'effet que la structure de la mise en place des communautes vegetales de sous bois se fait sous l'influence des differences genetiques entre les arbres, en utilisant comme mecanismes les tannins foliaires condenses (CTs) et les radiations photosynthetiquement actives (PAR). Plusieurs constatations supportent cette hypothese. (i) La biomasse de sous bois et la couverture augmentent le long d'un gradient genetique, a partir du P. fremontii jusqu'au P. angustifolia.(ii) Le long du meme gradient d'hybridation, la richesse en especes diminue et la composition en especes se deplace. (iii) La teneur en CT foliaires et les PAR des Populus, diminuent du P. angustifolia vers le P. fremontii.(iv) La richesse en especes du sous-bois augmente avec les CTs foliaires, cependant, la couverture et la composition de la neige ne montrent pas de relation avec les CTs, et aucune variable du sous-bois ne montre de correlation avec les PAR. (v) La modelisation de l'equation structurale suggere que les CTs constituent un mecanisme primaire liant la genetique des arbres de la canopee avec la richesse en sous-etage. A l'aide d'un systeme experimental domine par la colonisation naturelle avec des especes exotiques, cette etude demontre qu'un gradient genetique cree par l'hybridation des arbres peut influencer les plantes de sous-bois. Mots-cles: tannins condenses, hybridation, Populus, communautee vegetale, modelisation d'equation structurale. [Traduit par la Redaction], Introduction The field of community genetics seeks to understand how genetic identity influences community structure (Whitham et al. 2003, 2006; Johnson and Stinchcombe 2007). In many systems, especially those structured [...]
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- 2011
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4. Transcriptional and hormonal regulation of gravitropism of woody stems in populus
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Gerttula, S., Zinkgraf, M., Muday, G. K., Lewis, D. R., Ibatullin, Farid M., Brumer, Harry, Hart, F., Mansfield, S. D., Filkov, V., Groover, A., Gerttula, S., Zinkgraf, M., Muday, G. K., Lewis, D. R., Ibatullin, Farid M., Brumer, Harry, Hart, F., Mansfield, S. D., Filkov, V., and Groover, A.
- Abstract
Angiosperm trees reorient their woody stems by asymmetrically producing a specialized xylem tissue, tension wood, which exerts a strong contractile force resulting in negative gravitropism of the stem. Here, we show, in Populus trees, that initial gravity perception and response occurs in specialized cells through sedimentation of starch-filled amyloplasts and relocalization of the auxin transport protein, PIN3. Gibberellic acid treatment stimulates the rate of tension wood formation and gravibending and enhances tissue-specific expression of an auxin-responsive reporter. Gravibending, maturation of contractile fibers, and gibberellic acid (GA) stimulation of tension wood formation are all sensitive to transcript levels of the Class I KNOX homeodomain transcription factor-encoding gene ARBORKNOX2 (ARK2). We generated genome-wide transcriptomes for trees in which gene expression was perturbed by gravistimulation, GA treatment, and modulation of ARK2 expression. These data were employed in computational analyses to model the transcriptional networks underlying wood formation, including identification and dissection of gene coexpression modules associated with wood phenotypes, GA response, and ARK2 binding to genes within modules. We propose a model for gravitropism in the woody stem in which the peripheral location of PIN3-expressing cells relative to the cambium results in auxin transport toward the cambium in the top of the stem, triggering tension wood formation, while transport away from the cambium in the bottom of the stem triggers opposite wood formation., Funding Details: NNX09AK82G, NASA, National Aeronautics and Space AdministrationQC 20160208
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- 2015
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5. The effect of a startle-eliciting device on the foraging success of individual harbor seals (Phoca vitulina).
- Author
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McKeegan KA, Clayton K, Williams R, Ashe E, Reiss S, Mendez-Bye A, Janik VM, Goetz T, Zinkgraf M, and Acevedo-Gutiérrez A
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- Humans, Animals, Salmon, Linear Models, Predatory Behavior, Phoca, Oncorhynchus
- Abstract
Pinniped predation on commercially and ecologically important prey has been a source of conflict for centuries. In the Salish Sea, harbor seals (Phoca vitulina) are suspected of impeding the recovery of culturally and ecologically critical Pacific salmon (Oncorhynchus spp.). In Fall 2020, a novel deterrent called Targeted Acoustic Startle Technology (TAST) was deployed at Whatcom Creek to deter harbor seals from preying on fall runs of hatchery chum (O. keta) and Chinook (O. tshawytscha) salmon in Bellingham, Washington, USA. Field observations were conducted in 2020 to compare the presence and foraging success of individual harbor seals across sound exposure (TAST-on) and control (TAST-off) conditions. Observations conducted the previous (2019) and following (2021) years were used to compare the effects observed in 2020 to two control years. Using photo-identification, individual seals were associated with foraging successes across all 3 years of the study. Generalized linear mixed models showed a significant 45.6% reduction in the duration (min) individuals remained at the creek with TAST on, and a significant 43.8% reduction in the overall foraging success of individuals. However, the observed effect of TAST varied across individual seals. Seals that were observed regularly within one season were more likely to return the year after, regardless of TAST treatment. Generalized linear models showed interannual variation in the number of seals present and salmon consumed. However, the effect of TAST in 2020 was greater than the observed variation across years. Our analyses suggest TAST can be an effective tool for managing pinniped predation, although alternate strategies such as deploying TAST longer-term and using multi-unit setups to increase coverage could help strengthen its effects. Future studies should further examine the individual variability found in this study., (© 2024. The Author(s).)
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- 2024
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6. Using Drosophila to identify naturally occurring genetic modifiers of amyloid beta 42- and tau-induced toxicity.
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Yang M, Zinkgraf M, Fitzgerald-Cook C, Harrison BR, Putzier A, Promislow DEL, and Wang AM
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- Animals, Humans, Drosophila genetics, Drosophila metabolism, tau Proteins genetics, tau Proteins metabolism, Amyloid beta-Peptides genetics, Alzheimer Disease genetics
- Abstract
Alzheimer's disease is characterized by 2 pathological proteins, amyloid beta 42 and tau. The majority of Alzheimer's disease cases in the population are sporadic and late-onset Alzheimer's disease, which exhibits high levels of heritability. While several genetic risk factors for late-onset Alzheimer's disease have been identified and replicated in independent studies, including the ApoE ε4 allele, the great majority of the heritability of late-onset Alzheimer's disease remains unexplained, likely due to the aggregate effects of a very large number of genes with small effect size, as well as to biases in sample collection and statistical approaches. Here, we present an unbiased forward genetic screen in Drosophila looking for naturally occurring modifiers of amyloid beta 42- and tau-induced ommatidial degeneration. Our results identify 14 significant SNPs, which map to 12 potential genes in 8 unique genomic regions. Our hits that are significant after genome-wide correction identify genes involved in neuronal development, signal transduction, and organismal development. Looking more broadly at suggestive hits (P < 10-5), we see significant enrichment in genes associated with neurogenesis, development, and growth as well as significant enrichment in genes whose orthologs have been identified as significantly or suggestively associated with Alzheimer's disease in human GWAS studies. These latter genes include ones whose orthologs are in close proximity to regions in the human genome that are associated with Alzheimer's disease, but where a causal gene has not been identified. Together, our results illustrate the potential for complementary and convergent evidence provided through multitrait GWAS in Drosophila to supplement and inform human studies, helping to identify the remaining heritability and novel modifiers of complex diseases., Competing Interests: Conflicts of interest statement The authors declare no conflict of interest., (© The Author(s) 2023. Published by Oxford University Press on behalf of The Genetics Society of America.)
- Published
- 2023
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7. Disruption of a ∼23-24 nucleotide small RNA pathway elevates DNA damage responses in Tetrahymena thermophila .
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Lee SR, Pollard DA, Galati DF, Kelly ML, Miller B, Mong C, Morris MN, Roberts-Nygren K, Kapler GM, Zinkgraf M, Dang HQ, Branham E, Sasser J, Tessier E, Yoshiyama C, Matsumoto M, and Turman G
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- DNA metabolism, DNA Breaks, Double-Stranded, Evolution, Molecular, Gene Expression Profiling, Gene Expression Regulation, Protozoan Proteins, Rad51 Recombinase genetics, Recombinational DNA Repair, Sequence Analysis, RNA, DNA Repair, RNA, Small Interfering metabolism, Tetrahymena thermophila genetics, Tetrahymena thermophila metabolism
- Abstract
Endogenous RNA interference (RNAi) pathways regulate a wide range of cellular processes in diverse eukaryotes, yet in the ciliated eukaryote, Tetrahymena thermophila , the cellular purpose of RNAi pathways that generate ∼23-24 nucleotide (nt) small (s)RNAs has remained unknown. Here, we investigated the phenotypic and gene expression impacts on vegetatively growing cells when genes involved in ∼23-24 nt sRNA biogenesis are disrupted. We observed slower proliferation and increased expression of genes involved in DNA metabolism and chromosome organization and maintenance in sRNA biogenesis mutants RSP1 Δ, RDN2 Δ, and RDF2 Δ. In addition, RSP1 Δ and RDN2 Δ cells frequently exhibited enlarged chromatin extrusion bodies, which are nonnuclear, DNA-containing structures that may be akin to mammalian micronuclei. Expression of homologous recombination factor Rad51 was specifically elevated in RSP1 Δ and RDN2 Δ strains, with Rad51 and double-stranded DNA break marker γ-H2A.X localized to discrete macronuclear foci. In addition, an increase in Rad51 and γ-H2A.X foci was also found in knockouts of TWI8, a macronucleus-localized PIWI protein. Together, our findings suggest that an evolutionarily conserved role for RNAi pathways in maintaining genome integrity may be extended even to the early branching eukaryotic lineage that gave rise to Tetrahymena thermophila .
- Published
- 2021
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8. Evolutionary network genomics of wood formation in a phylogenetic survey of angiosperm forest trees.
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Zinkgraf M, Zhao ST, Canning C, Gerttula S, Lu MZ, Filkov V, and Groover A
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- Forests, Genomics, Phylogeny, Wood genetics, Magnoliopsida genetics, Populus
- Abstract
Wood formation was present in early angiosperms, but has been highly modified through evolution to generate the anatomical diversity seen in extant angiosperm lineages. In this project, we modeled changes in gene coexpression relationships associated with the evolution of wood formation in a phylogenetic survey of 13 angiosperm tree species. Gravitropic stimulation was used as an experimental treatment to alter wood formation and also perturb gene expression. Gene transcript abundances were determined using RNA sequencing of developing wood tissues from upright trees, and from the top (tension wood) and bottom (opposite wood) tissues of gravistimulated trees. A network-based approach was employed to align gene coexpression networks across species based on orthologous relationships. A large-scale, multilayer network was modeled that identified both lineage-specific gene coexpression modules and modules conserved across multiple species. Functional annotation and analysis of modules identified specific regulatory processes associated with conserved modules, including regulation of hormones, protein phosphorylation, meristem development and epigenetic processes. Our results provide novel insights into the evolution and development of wood formation, and demonstrate the ability to identify biological processes and genes important for the evolution of a foundational trait in nonmodel, undomesticated forest trees., (No claim to US Government works New Phytologist © 2020 New Phytologist Trust.)
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- 2020
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9. A comprehensive genomic scan reveals gene dosage balance impacts on quantitative traits in Populus trees.
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Bastiaanse H, Zinkgraf M, Canning C, Tsai H, Lieberman M, Comai L, Henry I, and Groover A
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- Chromosomes, Plant genetics, Genetic Association Studies, Genetic Variation genetics, Genome, Plant genetics, Quantitative Trait Loci genetics, Synteny genetics, Gene Dosage genetics, Populus genetics, Quantitative Trait, Heritable
- Abstract
Gene dosage variation and the associated changes in gene expression influence a wide variety of traits, ranging from cancer in humans to yield in plants. It is also expected to affect important traits of ecological and agronomic importance in forest trees, but this variation has not been systematically characterized or exploited. Here we performed a comprehensive scan of the Populus genome for dosage-sensitive loci affecting quantitative trait variation for spring and fall phenology and biomass production. The study population was a large collection of clonally propagated F1 hybrid lines of Populus that saturate the genome 10-fold with deletions and insertions (indels) of known sizes and positions. As a group, the phenotypic means of the indel lines consistently differed from control nonindel lines, with an overall negative effect of both insertions and deletions on all biomass-related traits but more diverse effects and an overall wider phenotypic distribution of the indel lines for the phenology-related traits. We also investigated the correlation between gene dosage at specific chromosomal locations and phenotype, to identify dosage quantitative trait loci (dQTL). Such dQTL were detected for most phenotypes examined, but stronger effect dQTL were identified for the phenology-related traits than for the biomass traits. Our genome-wide screen for dosage sensitivity in a higher eukaryote demonstrates the importance of global genomic balance and the impact of dosage on life history traits., Competing Interests: The authors declare no conflict of interest.
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- 2019
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10. Transcriptional and temporal response of Populus stems to gravi-stimulation.
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Zinkgraf M, Gerttula S, Zhao S, Filkov V, and Groover A
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- Cluster Analysis, Gene Expression Profiling, Gene Ontology, Gene Regulatory Networks, Genes, Plant, Molecular Sequence Annotation, Organ Specificity genetics, Time Factors, Wood genetics, Gene Expression Regulation, Plant, Gravitation, Plant Stems genetics, Plant Stems physiology, Populus genetics, Populus physiology, Transcription, Genetic
- Abstract
Plants modify development in response to external stimuli, to produce new growth that is appropriate for environmental conditions. For example, gravi-stimulation of leaning branches in angiosperm trees results in modifications of wood development, to produce tension wood that pulls leaning stems upright. Here, we use gravi-stimulation and tension wood response to dissect the temporal changes in gene expression underlying wood formation in Populus stems. Using time-series analysis of seven time points over a 14-d experiment, we identified 8,919 genes that were differentially expressed between tension wood (upper) and opposite wood (lower) sides of leaning stems. Clustering of differentially expressed genes showed four major transcriptional responses, including gene clusters whose transcript levels were associated with two types of tissue-specific impulse responses that peaked at about 24-48 h, and gene clusters with sustained changes in transcript levels that persisted until the end of the 14-d experiment. Functional enrichment analysis of those clusters suggests they reflect temporal changes in pathways associated with hormone regulation, protein localization, cell wall biosynthesis and epigenetic processes. Time-series analysis of gene expression is an underutilized approach for dissecting complex developmental responses in plants, and can reveal gene clusters and mechanisms influencing development., (Published 2018. This article is a U.S. Government work and is in the public domain in the USA.)
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- 2018
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11. Transcript profiling of a novel plant meristem, the monocot cambium.
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Zinkgraf M, Gerttula S, and Groover A
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- Cambium anatomy & histology, Cordyline anatomy & histology, Gene Expression Profiling, Gene Expression Regulation, Plant, Plant Development, Transcription Factors metabolism, Transcriptome, Yucca anatomy & histology, Biological Evolution, Cambium metabolism, Cordyline metabolism, Yucca metabolism
- Abstract
While monocots lack the ability to produce a vascular cambium or woody growth, some monocot lineages evolved a novel lateral meristem, the monocot cambium, which supports secondary radial growth of stems. In contrast to the vascular cambium found in woody angiosperm and gymnosperm species, the monocot cambium produces secondary vascular bundles, which have an amphivasal organization of tracheids encircling a central strand of phloem. Currently there is no information concerning the molecular genetic basis of the development or evolution of the monocot cambium. Here we report high-quality transcriptomes for monocot cambium and early derivative tissues in two monocot genera, Yucca and Cordyline. Monocot cambium transcript profiles were compared to those of vascular cambia and secondary xylem tissues of two forest tree species, Populus trichocarpa and Eucalyptus grandis. Monocot cambium transcript levels showed that there are extensive overlaps between the regulation of monocot cambia and vascular cambia. Candidate regulatory genes that vary between the monocot and vascular cambia were also identified, and included members of the KANADI and CLE families involved in polarity and cell-cell signaling, respectively. We suggest that the monocot cambium may have evolved in part through reactivation of genetic mechanisms involved in vascular cambium regulation., (Published 2017. This article is a U.S. Government work and is in the public domain in the USA.)
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- 2017
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12. Identifying gene coexpression networks underlying the dynamic regulation of wood-forming tissues in Populus under diverse environmental conditions.
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Zinkgraf M, Liu L, Groover A, and Filkov V
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- Adaptation, Biological genetics, Chromatin Immunoprecipitation, DNA, Plant, Environment, Gene Expression Regulation, Plant, Genome-Wide Association Study, Populus growth & development, Transcription Factors genetics, Transcription Factors metabolism, Wood genetics, Gene Regulatory Networks, Populus genetics, Wood growth & development
- Abstract
Trees modify wood formation through integration of environmental and developmental signals in complex but poorly defined transcriptional networks, allowing trees to produce woody tissues appropriate to diverse environmental conditions. In order to identify relationships among genes expressed during wood formation, we integrated data from new and publically available datasets in Populus. These datasets were generated from woody tissue and include transcriptome profiling, transcription factor binding, DNA accessibility and genome-wide association mapping experiments. Coexpression modules were calculated, each of which contains genes showing similar expression patterns across experimental conditions, genotypes and treatments. Conserved gene coexpression modules (four modules totaling 8398 genes) were identified that were highly preserved across diverse environmental conditions and genetic backgrounds. Functional annotations as well as correlations with specific experimental treatments associated individual conserved modules with distinct biological processes underlying wood formation, such as cell-wall biosynthesis, meristem development and epigenetic pathways. Module genes were also enriched for DNase I hypersensitivity footprints and binding from four transcription factors associated with wood formation. The conserved modules are excellent candidates for modeling core developmental pathways common to wood formation in diverse environments and genotypes, and serve as testbeds for hypothesis generation and testing for future studies., (No claim to original US government works. New Phytologist © 2017 New Phytologist Trust.)
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- 2017
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13. Creation and Genomic Analysis of Irradiation Hybrids in Populus.
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Zinkgraf M, Haiby K, Lieberman MC, Comai L, Henry IM, and Groover A
- Abstract
Establishing efficient functional genomic systems for creating and characterizing genetic variation in forest trees is challenging. Here we describe protocols for creating novel gene-dosage variation in Populus through gamma-irradiation of pollen, followed by genomic analysis to identify chromosomal regions that have been deleted or inserted in each F1 individual. Irradiated pollen is used in a controlled, interspecific cross to create F1 progeny that carry deletions and insertions of chromosomal regions. These insertions and deletions result in novel changes in gene dosage that in turn affect both qualitative and quantitative phenotypic traits. The protocols described here outline the processes involved in optimizing irradiation levels and performing controlled crosses, sowing seed and propagating seedlings, and genome-wide sequence-based analysis of deletions and insertions in the F1 progeny. The same approach could be applied to other vegetatively propagated species. © 2016 by John Wiley & Sons, Inc., (Copyright © 2016 John Wiley & Sons, Inc.)
- Published
- 2016
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14. Transcriptional and Hormonal Regulation of Gravitropism of Woody Stems in Populus.
- Author
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Gerttula S, Zinkgraf M, Muday GK, Lewis DR, Ibatullin FM, Brumer H, Hart F, Mansfield SD, Filkov V, and Groover A
- Subjects
- Cambium cytology, Cambium genetics, Cambium physiology, Gene Expression Profiling, Gibberellins metabolism, Homeodomain Proteins genetics, Homeodomain Proteins metabolism, Indoleacetic Acids metabolism, Organ Specificity, Plant Proteins genetics, Plant Proteins metabolism, Plant Stems cytology, Plant Stems genetics, Plant Stems physiology, Plants, Genetically Modified, Plastids genetics, Plastids physiology, Populus cytology, Populus physiology, Transcription Factors genetics, Transcription Factors metabolism, Trees, Wood cytology, Wood genetics, Wood physiology, Xylem genetics, Xylem physiology, Gravitropism genetics, Plant Growth Regulators metabolism, Populus genetics
- Abstract
Angiosperm trees reorient their woody stems by asymmetrically producing a specialized xylem tissue, tension wood, which exerts a strong contractile force resulting in negative gravitropism of the stem. Here, we show, in Populus trees, that initial gravity perception and response occurs in specialized cells through sedimentation of starch-filled amyloplasts and relocalization of the auxin transport protein, PIN3. Gibberellic acid treatment stimulates the rate of tension wood formation and gravibending and enhances tissue-specific expression of an auxin-responsive reporter. Gravibending, maturation of contractile fibers, and gibberellic acid (GA) stimulation of tension wood formation are all sensitive to transcript levels of the Class I KNOX homeodomain transcription factor-encoding gene ARBORKNOX2 (ARK2). We generated genome-wide transcriptomes for trees in which gene expression was perturbed by gravistimulation, GA treatment, and modulation of ARK2 expression. These data were employed in computational analyses to model the transcriptional networks underlying wood formation, including identification and dissection of gene coexpression modules associated with wood phenotypes, GA response, and ARK2 binding to genes within modules. We propose a model for gravitropism in the woody stem in which the peripheral location of PIN3-expressing cells relative to the cambium results in auxin transport toward the cambium in the top of the stem, triggering tension wood formation, while transport away from the cambium in the bottom of the stem triggers opposite wood formation., (© 2015 American Society of Plant Biologists. All rights reserved.)
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- 2015
- Full Text
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15. A resource for characterizing genome-wide binding and putative target genes of transcription factors expressed during secondary growth and wood formation in Populus.
- Author
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Liu L, Ramsay T, Zinkgraf M, Sundell D, Street NR, Filkov V, and Groover A
- Subjects
- Amino Acid Sequence, Binding Sites, Chromatin Immunoprecipitation, Gene Expression Profiling methods, Gene Expression Regulation, Plant, Gene Regulatory Networks, Genome, Plant, Image Processing, Computer-Assisted, Molecular Sequence Data, Plant Proteins metabolism, Populus growth & development, Transcription Factors genetics, Wood genetics, Workflow, Plant Proteins genetics, Populus genetics, Transcription Factors metabolism, Wood growth & development
- Abstract
Identifying transcription factor target genes is essential for modeling the transcriptional networks underlying developmental processes. Here we report a chromatin immunoprecipitation sequencing (ChIP-seq) resource consisting of genome-wide binding regions and associated putative target genes for four Populus homeodomain transcription factors expressed during secondary growth and wood formation. Software code (programs and scripts) for processing the Populus ChIP-seq data are provided within a publically available iPlant image, including tools for ChIP-seq data quality control and evaluation adapted from the human Encyclopedia of DNA Elements (ENCODE) project. Basic information for each transcription factor (including members of Class I KNOX, Class III HD ZIP, BEL1-like families) binding are summarized, including the number and location of binding regions, distribution of binding regions relative to gene features, associated putative target genes, and enriched functional categories of putative target genes. These ChIP-seq data have been integrated within the Populus Genome Integrative Explorer (PopGenIE) where they can be analyzed using a variety of web-based tools. We present an example analysis that shows preferential binding of transcription factor ARBORKNOX1 to the nearest neighbor genes in a pre-calculated co-expression network module, and enrichment for meristem-related genes within this module including multiple orthologs of Arabidopsis KNOTTED-like Arabidopsis 2/6., (© 2015 Society for Experimental Biology and John Wiley & Sons Ltd This article has been contributed to by US Government employees and their work is in the public domain in the USA.)
- Published
- 2015
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16. The Populus ARBORKNOX1 homeodomain transcription factor regulates woody growth through binding to evolutionarily conserved target genes of diverse function.
- Author
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Liu L, Zinkgraf M, Petzold HE, Beers EP, Filkov V, and Groover A
- Subjects
- Amino Acid Sequence, Binding Sites, Chromatin Immunoprecipitation, Evolution, Molecular, Genome-Wide Association Study, Homeodomain Proteins genetics, Homeodomain Proteins metabolism, Molecular Sequence Data, Plant Proteins genetics, Plant Proteins metabolism, Populus genetics, Transcription Factors genetics, Wood genetics, Wood growth & development, Zea mays genetics, Zea mays metabolism, Gene Expression Regulation, Plant, Populus growth & development, Transcription Factors metabolism
- Abstract
The class I KNOX homeodomain transcription factor ARBORKNOX1 (ARK1) is a key regulator of vascular cambium maintenance and cell differentiation in Populus. Currently, basic information is lacking concerning the distribution, functional characteristics, and evolution of ARK1 binding in the Populus genome. Here, we used chromatin immunoprecipitation sequencing (ChIP-seq) technology to identify ARK1 binding loci genome-wide in Populus. Computational analyses evaluated the distribution of ARK1 binding loci, the function of genes associated with bound loci, the effect of ARK1 binding on transcript levels, and evolutionary conservation of ARK1 binding loci. ARK1 binds to thousands of loci which are highly enriched proximal to the transcriptional start sites of genes of diverse functions. ARK1 target genes are significantly enriched in paralogs derived from the whole-genome salicoid duplication event. Both ARK1 and a maize (Zea mays) homolog, KNOTTED1, preferentially target evolutionarily conserved genes. However, only a small portion of ARK1 target genes are significantly differentially expressed in an ARK1 over-expression mutant. This study describes the functional characteristics and evolution of DNA binding by a transcription factor in an undomesticated tree, revealing complexities similar to those shown for transcription factors in model animal species., (No claim to original US Government works. New Phytologist © 2014 New Phytologist Trust.)
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- 2015
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17. Evaluation of experimental design and computational parameter choices affecting analyses of ChIP-seq and RNA-seq data in undomesticated poplar trees.
- Author
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Liu L, Missirian V, Zinkgraf M, Groover A, and Filkov V
- Subjects
- Chromosome Mapping, Computational Biology, Gene Library, High-Throughput Nucleotide Sequencing, RNA Polymerase II genetics, RNA, Plant genetics, Transcription Factors genetics, Chromatin Immunoprecipitation, Populus genetics, Research Design, Sequence Analysis, RNA
- Abstract
Background: One of the great advantages of next generation sequencing is the ability to generate large genomic datasets for virtually all species, including non-model organisms. It should be possible, in turn, to apply advanced computational approaches to these datasets to develop models of biological processes. In a practical sense, working with non-model organisms presents unique challenges. In this paper we discuss some of these challenges for ChIP-seq and RNA-seq experiments using the undomesticated tree species of the genus Populus., Results: We describe specific challenges associated with experimental design in Populus, including selection of optimal genotypes for different technical approaches and development of antibodies against Populus transcription factors. Execution of the experimental design included the generation and analysis of Chromatin immunoprecipitation-sequencing (ChIP-seq) data for RNA polymerase II and transcription factors involved in wood formation. We discuss criteria for analyzing the resulting datasets, determination of appropriate control sequencing libraries, evaluation of sequencing coverage needs, and optimization of parameters. We also describe the evaluation of ChIP-seq data from Populus, and discuss the comparison between ChIP-seq and RNA-seq data and biological interpretations of these comparisons., Conclusions: These and other "lessons learned" highlight the challenges but also the potential insights to be gained from extending next generation sequencing-supported network analyses to undomesticated non-model species.
- Published
- 2014
- Full Text
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