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Schroeder H, Kersten B. A Small Set of Nuclear Markers for Reliable Differentiation of the Two Closely Related Oak Species Quercus Robur and Q. Petraea. Plants (Basel) 2023; 12:566. [PMID: 36771649 PMCID: PMC9919172 DOI: 10.3390/plants12030566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 01/19/2023] [Accepted: 01/24/2023] [Indexed: 06/18/2023]
Abstract
Quercus robur and Q. petraea are, in addition to Fagus sylvatica, the main economically used deciduous tree species in Europe. Identification of these two species is crucial because they differ in their ecological demands. Because of a changing climate, foresters must know more than ever which species will perform better under given environmental conditions. The search for differentiating molecular markers between these two species has already lasted for decades. Until now, differentiation has only been possible in approaches with a combination of several molecular markers and a subsequent statistical analysis to calculate the probability of being one or the other species. Here, we used MiSeq Illumina data from pools of Q. robur and Q. petraea specimens and identified nuclear SNPs and small InDels versus the Q. robur reference genome. Selected sequence variants with 100% allele frequency difference between the two pools were further validated in an extended set of Q. robur and Q. petraea specimens, and then the number of markers was deliberately reduced to the smallest possible set for species differentiation. A combination of six markers from four nuclear regions is enough to identify Q. robur, Q. petraea or hybrids between these two species quite well and represents a marker set that is cost-efficient and useable in every laboratory.
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Kersten B, Rellstab C, Schroeder H, Brodbeck S, Fladung M, Krutovsky KV, Gugerli F. The mitochondrial genome sequence of Abies alba Mill. reveals a high structural and combinatorial variation. BMC Genomics 2022; 23:776. [PMID: 36443651 PMCID: PMC9703787 DOI: 10.1186/s12864-022-08993-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Accepted: 11/05/2022] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Plant mitogenomes vary widely in size and genomic architecture. Although hundreds of plant mitogenomes of angiosperm species have already been sequence-characterized, only a few mitogenomes are available from gymnosperms. Silver fir (Abies alba) is an economically important gymnosperm species that is widely distributed in Europe and occupies a large range of environmental conditions. Reference sequences of the nuclear and chloroplast genome of A. alba are available, however, the mitogenome has not yet been assembled and studied. RESULTS Here, we used paired-end Illumina short reads generated from a single haploid megagametophyte in combination with PacBio long reads from high molecular weight DNA of needles to assemble the first mitogenome sequence of A. alba. Assembly and scaffolding resulted in 11 mitogenome scaffolds, with the largest scaffold being 0.25 Mbp long. Two of the scaffolds displayed a potential circular structure supported by PCR. The total size of the A. alba mitogenome was estimated at 1.43 Mbp, similar to the size (1.33 Mbp) of a draft assembly of the Abies firma mitogenome. In total, 53 distinct genes of known function were annotated in the A. alba mitogenome, comprising 41 protein-coding genes, nine tRNA, and three rRNA genes. The proportion of highly repetitive elements (REs) was 0.168. The mitogenome seems to have a complex and dynamic structure featured by high combinatorial variation, which was specifically confirmed by PCR for the contig with the highest mapping coverage. Comparative analysis of all sequenced mitogenomes of gymnosperms revealed a moderate, but significant positive correlation between mitogenome size and proportion of REs. CONCLUSIONS The A. alba mitogenome provides a basis for new comparative studies and will allow to answer important structural, phylogenetic and other evolutionary questions. Future long-read sequencing with higher coverage of the A. alba mitogenome will be the key to further resolve its physical structure. The observed positive correlation between mitogenome size and proportion of REs will be further validated once available mitogenomes of gymnosperms would become more numerous. To test whether a higher proportion of REs in a mitogenome leads to an increased recombination and higher structural complexity and variability is a prospective avenue for future research.
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Affiliation(s)
- Birgit Kersten
- Thünen Institute of Forest Genetics, Sieker Landstrasse 2, 22927 Grosshansdorf, Germany
| | - Christian Rellstab
- grid.419754.a0000 0001 2259 5533Swiss Federal Research Institute WSL, Zürcherstrasse 111, 8903 Birmensdorf, Switzerland
| | - Hilke Schroeder
- Thünen Institute of Forest Genetics, Sieker Landstrasse 2, 22927 Grosshansdorf, Germany
| | - Sabine Brodbeck
- grid.419754.a0000 0001 2259 5533Swiss Federal Research Institute WSL, Zürcherstrasse 111, 8903 Birmensdorf, Switzerland
| | - Matthias Fladung
- Thünen Institute of Forest Genetics, Sieker Landstrasse 2, 22927 Grosshansdorf, Germany
| | - Konstantin V. Krutovsky
- grid.7450.60000 0001 2364 4210Department of Forest Genetics and Forest Tree Breeding, Georg-August University of Göttingen, Büsgenweg 2, 37077 Göttingen, Germany
| | - Felix Gugerli
- grid.419754.a0000 0001 2259 5533Swiss Federal Research Institute WSL, Zürcherstrasse 111, 8903 Birmensdorf, Switzerland
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Fladung M, Kersten B. Tree Genetic Engineering, Genome Editing and Genomics. Int J Mol Sci 2022; 23:ijms232213980. [PMID: 36430457 PMCID: PMC9694923 DOI: 10.3390/ijms232213980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Accepted: 11/10/2022] [Indexed: 11/16/2022] Open
Abstract
In this Special Issue [...].
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Mader M, Blanc-Jolivet C, Kersten B, Liesebach H, Degen B. A novel and diverse set of SNP markers for rangewide genetic studies in Picea abies. CONSERV GENET RESOUR 2022. [DOI: 10.1007/s12686-022-01276-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
AbstractWe used Double Digest Restriction site associated DNA sequencing (ddRADseq), exome sequencing (exome-seq) and targeted genotyping by sequencing (GBS) to develop new geographically informative nuclear SNP markers in Picea abies. This set of 518 loci consists of 397 loci specifically designed for the geographic differentiation of populations and 121 loci of adaptive markers for drought stress which all were identified from 26 samples in 23 populations distributed over Central Europe. This set of novel markers represents a valuable basis to study the geographic population structure and genetic differentiation of Picea abies in its natural distribution range as well as outside of its native range with a focus on Central Europe.
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Leite Montalvão AP, Kersten B, Kim G, Fladung M, Müller NA. ARR17 controls dioecy in Populus by repressing B-class MADS-box gene expression. Philos Trans R Soc Lond B Biol Sci 2022; 377:20210217. [PMID: 35306887 PMCID: PMC8935312 DOI: 10.1098/rstb.2021.0217] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
The number of dioecious species for which the genetic basis of sex determination has been resolved is rapidly increasing. Nevertheless, the molecular mechanisms downstream of the sex determinants remain largely elusive. Here, by RNA-sequencing early-flowering isogenic aspen (Populus tremula) lines differing exclusively for the sex switch gene ARR17, we show that a narrowly defined genetic network controls differential development of female and male flowers. Although ARR17 encodes a type-A response regulator supposedly involved in cytokinin (CK) hormone signalling, clustered regularly interspaced short palindromic repeats (CRISPR)-Cas9-mediated arr17 knockout only affected the expression of a strikingly small number of genes, indicating a specific role in the regulation of floral development rather than a generic function in hormone signalling. Notably, the UNUSUAL FLORAL ORGANS (UFO) gene, encoding an F-box protein acting as a transcriptional cofactor with LEAFY (LFY) to activate B-class MADS-box gene expression, and the B-class gene PISTILLATA (PI), necessary for male floral organ development, were strongly de-repressed in the arr17 CRISPR mutants. Our data highlight a CK-independent role of the poplar response regulator ARR17 and further emphasize the minimal differences between female and male individuals. This article is part of the theme issue 'Sex determination and sex chromosome evolution in land plants'.
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Affiliation(s)
- Ana P Leite Montalvão
- Thünen Institute of Forest Genetics, Sieker Landstrasse 2, 22927 Grosshansdorf, Germany
| | - Birgit Kersten
- Thünen Institute of Forest Genetics, Sieker Landstrasse 2, 22927 Grosshansdorf, Germany
| | - Gihwan Kim
- Thünen Institute of Forest Genetics, Sieker Landstrasse 2, 22927 Grosshansdorf, Germany
| | - Matthias Fladung
- Thünen Institute of Forest Genetics, Sieker Landstrasse 2, 22927 Grosshansdorf, Germany
| | - Niels A Müller
- Thünen Institute of Forest Genetics, Sieker Landstrasse 2, 22927 Grosshansdorf, Germany
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Singewar K, Kersten B, Moschner CR, Hartung E, Fladung M. Transcriptome analysis of North American sweet birch (Betula lenta) revealed a higher expression of genes involved in the biosynthesis of secondary metabolites than European silver birch (B. pendula). J Plant Res 2021; 134:1253-1264. [PMID: 34499285 PMCID: PMC8514364 DOI: 10.1007/s10265-021-01343-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 08/31/2021] [Indexed: 06/13/2023]
Abstract
The North American Betula lenta L. (sweet birch) has been used for medicinal reasons for centuries by native Americans. Although sophisticated technologies have rapidly been developed, a large information gap has been observed regarding genetic regulators of medicinally important compounds in sweet birch. Very little is known on the different genes involved in secondary metabolic biosynthesis in sweet birch. To gain a deeper insight into genetic factors, we performed a transcriptome analysis of each three biological samples from different independent trees of sweet and European silver birch (B. pendula Roth). This allowed us to precisely quantify the transcripts of about 24,000 expressed genes including 29 prominent candidate genes putatively involved in the biosynthesis of secondary metabolites like terpenoids, and aromatic benzoic acids. A total number of 597 genes were differentially expressed between B. lenta and B. pendula, while 264 and 210 genes showed upregulation in the bark and leaf of B. lenta, respectively. Moreover, we identified 39 transcriptional regulatory elements, involved in secondary metabolite biosynthesis, upregulated in B. lenta. Our study demonstrated the potential of RNA sequencing to identify candidate genes interacting in secondary metabolite biosynthesis in sweet birch. The candidate genes identified in this study could be subjected to genetic engineering to functionally characterize them in sweet birch. This knowledge can be beneficial to the increase of therapeutically important compounds.
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Affiliation(s)
- Kiran Singewar
- Institute of Agricultural Process Engineering, Christian-Albrechts University of Kiel, Max-Eyth- Str. 6, 24118, Kiel, Germany
- Thuenen-Institute of Forest Genetics, Sieker Landstraße 2, 22927, Grosshansdorf, Germany
| | - Birgit Kersten
- Thuenen-Institute of Forest Genetics, Sieker Landstraße 2, 22927, Grosshansdorf, Germany
| | - Christian R Moschner
- Institute of Agricultural Process Engineering, Christian-Albrechts University of Kiel, Max-Eyth- Str. 6, 24118, Kiel, Germany
| | - Eberhard Hartung
- Institute of Agricultural Process Engineering, Christian-Albrechts University of Kiel, Max-Eyth- Str. 6, 24118, Kiel, Germany
| | - Matthias Fladung
- Thuenen-Institute of Forest Genetics, Sieker Landstraße 2, 22927, Grosshansdorf, Germany.
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Bertić M, Schroeder H, Kersten B, Fladung M, Orgel F, Buegger F, Schnitzler JP, Ghirardo A. European oak chemical diversity - from ecotypes to herbivore resistance. New Phytol 2021; 232:818-834. [PMID: 34240433 DOI: 10.1111/nph.17608] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Accepted: 07/05/2021] [Indexed: 06/13/2023]
Abstract
Climate change is increasing insect pressure and forcing plants to adapt. Although chemotypic differentiation and phenotypic plasticity in spatially separated tree populations are known for decades, understanding their importance in herbivory resistance across forests remains challenging. We studied four oak forest stands in Germany using nontarget metabolomics, elemental analysis, and chemometrics and mapped the leaf metabolome of herbivore-resistant (T-) and herbivore-susceptible (S-) European oaks (Quercus robur) to Tortrix viridana, an oak pest that causes severe forest defoliation. Among the detected metabolites, we identified reliable metabolic biomarkers to distinguish S- and T-oak trees. Chemotypic differentiation resulted in metabolic shifts of primary and secondary leaf metabolism. Across forests, T-oaks allocate resources towards constitutive chemical defense enriched of polyphenolic compounds, e.g. the flavonoids kaempferol, kaempferol and quercetin glucosides, while S-oaks towards growth-promoting substances such as carbohydrates and amino-acid derivatives. This extensive work across natural forests shows that oaks' resistance and susceptibility to herbivory are linked to growth-defense trade-offs of leaf metabolism. The discovery of biomarkers and the developed predictive model pave the way to understand Quercus robur's susceptibility to herbivore attack and to support forest management, contributing to the preservation of oak forests in Europe.
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Affiliation(s)
- Marko Bertić
- Research Unit Environmental Simulation (EUS), Institute of Biochemical Plant Pathology, Helmholtz Zentrum München, Ingolstädter Landstr. 1, 85764, Neuherberg, Germany
| | - Hilke Schroeder
- Thünen-Institute of Forest Genetics, Sieker Landstrasse 2, 22927, Grosshansdorf, Germany
| | - Birgit Kersten
- Thünen-Institute of Forest Genetics, Sieker Landstrasse 2, 22927, Grosshansdorf, Germany
| | - Matthias Fladung
- Thünen-Institute of Forest Genetics, Sieker Landstrasse 2, 22927, Grosshansdorf, Germany
| | - Franziska Orgel
- Thünen-Institute of Forest Genetics, Sieker Landstrasse 2, 22927, Grosshansdorf, Germany
| | - Franz Buegger
- Institute of Biochemical Plant Pathology (BIOP), Helmholtz Zentrum München, Ingolstädter Landstr. 1, 85764, Neuherberg, Germany
| | - Jörg-Peter Schnitzler
- Research Unit Environmental Simulation (EUS), Institute of Biochemical Plant Pathology, Helmholtz Zentrum München, Ingolstädter Landstr. 1, 85764, Neuherberg, Germany
| | - Andrea Ghirardo
- Research Unit Environmental Simulation (EUS), Institute of Biochemical Plant Pathology, Helmholtz Zentrum München, Ingolstädter Landstr. 1, 85764, Neuherberg, Germany
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Leite Montalvão AP, Kersten B, Fladung M, Müller NA. The Diversity and Dynamics of Sex Determination in Dioecious Plants. Front Plant Sci 2021; 11:580488. [PMID: 33519840 PMCID: PMC7843427 DOI: 10.3389/fpls.2020.580488] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Accepted: 12/23/2020] [Indexed: 05/03/2023]
Abstract
The diversity of inflorescences among flowering plants is captivating. Such charm is not only due to the variety of sizes, shapes, colors, and flowers displayed, but also to the range of reproductive systems. For instance, hermaphrodites occur abundantly throughout the plant kingdom with both stamens and carpels within the same flower. Nevertheless, 10% of flowering plants have separate unisexual flowers, either in different locations of the same individual (monoecy) or on different individuals (dioecy). Despite their rarity, dioecious plants provide an excellent opportunity to investigate the mechanisms involved in sex expression and the evolution of sex-determining regions (SDRs) and sex chromosomes. The SDRs and the evolution of dioecy have been studied in many species ranging from Ginkgo to important fruit crops. Some of these studies, for example in asparagus or kiwifruit, identified two sex-determining genes within the non-recombining SDR and may thus be consistent with the classical model for the evolution of dioecy from hermaphroditism via gynodioecy, that predicts two successive mutations, the first one affecting male and the second one female function, becoming linked in a region of suppressed recombination. On the other hand, aided by genome sequencing and gene editing, single factor sex determination has emerged in other species, such as persimmon or poplar. Despite the diversity of sex-determining mechanisms, a tentative comparative analysis of the known sex-determining genes and candidates in different species suggests that similar genes and pathways may be employed repeatedly for the evolution of dioecy. The cytokinin signaling pathway appears important for sex determination in several species regardless of the underlying genetic system. Additionally, tapetum-related genes often seem to act as male-promoting factors when sex is determined via two genes. We present a unified model that synthesizes the genetic networks of sex determination in monoecious and dioecious plants and will support the generation of hypothesis regarding candidate sex determinants in future studies.
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Affiliation(s)
| | - Birgit Kersten
- Thünen Institute of Forest Genetics, Großhansdorf, Germany
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Mader M, Schroeder H, Schott T, Schöning-Stierand K, Leite Montalvão AP, Liesebach H, Liesebach M, Fussi B, Kersten B. Mitochondrial Genome of Fagus sylvatica L. as a Source for Taxonomic Marker Development in the Fagales. Plants (Basel) 2020; 9:E1274. [PMID: 32992588 PMCID: PMC7650814 DOI: 10.3390/plants9101274] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Revised: 09/23/2020] [Accepted: 09/24/2020] [Indexed: 11/16/2022]
Abstract
European beech, Fagus sylvatica L., is one of the most important and widespread deciduous tree species in Central Europe and is widely managed for its hard wood. The complete DNA sequence of the mitochondrial genome of Fagus sylvatica L. was assembled and annotated based on Illumina MiSeq reads and validated using long reads from nanopore MinION sequencing. The genome assembled into a single DNA sequence of 504,715 bp in length containing 58 genes with predicted function, including 35 protein-coding, 20 tRNA and three rRNA genes. Additionally, 23 putative protein-coding genes were predicted supported by RNA-Seq data. Aiming at the development of taxon-specific mitochondrial genetic markers, the tool SNPtax was developed and applied to select genic SNPs potentially specific for different taxa within the Fagales. Further validation of a small SNP set resulted in the development of four CAPS markers specific for Fagus, Fagaceae, or Fagales, respectively, when considering over 100 individuals from a total of 69 species of deciduous trees and conifers from up to 15 families included in the marker validation. The CAPS marker set is suitable to identify the genus Fagus in DNA samples from tree tissues or wood products, including wood composite products.
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Affiliation(s)
- Malte Mader
- Thünen Institute of Forest Genetics, D-22927 Grosshansdorf, Germany; (M.M.); (H.S.); (T.S.); (K.S.-S.); (A.P.L.M.); (H.L.); (M.L.)
| | - Hilke Schroeder
- Thünen Institute of Forest Genetics, D-22927 Grosshansdorf, Germany; (M.M.); (H.S.); (T.S.); (K.S.-S.); (A.P.L.M.); (H.L.); (M.L.)
| | - Thomas Schott
- Thünen Institute of Forest Genetics, D-22927 Grosshansdorf, Germany; (M.M.); (H.S.); (T.S.); (K.S.-S.); (A.P.L.M.); (H.L.); (M.L.)
| | - Katrin Schöning-Stierand
- Thünen Institute of Forest Genetics, D-22927 Grosshansdorf, Germany; (M.M.); (H.S.); (T.S.); (K.S.-S.); (A.P.L.M.); (H.L.); (M.L.)
- Center for Bioinformatics, Universität Hamburg, 20146 Hamburg, Germany
| | - Ana Paula Leite Montalvão
- Thünen Institute of Forest Genetics, D-22927 Grosshansdorf, Germany; (M.M.); (H.S.); (T.S.); (K.S.-S.); (A.P.L.M.); (H.L.); (M.L.)
| | - Heike Liesebach
- Thünen Institute of Forest Genetics, D-22927 Grosshansdorf, Germany; (M.M.); (H.S.); (T.S.); (K.S.-S.); (A.P.L.M.); (H.L.); (M.L.)
| | - Mirko Liesebach
- Thünen Institute of Forest Genetics, D-22927 Grosshansdorf, Germany; (M.M.); (H.S.); (T.S.); (K.S.-S.); (A.P.L.M.); (H.L.); (M.L.)
| | - Barbara Fussi
- Bavarian Office for Forest Genetics, 83317 Teisendorf, Germany;
| | - Birgit Kersten
- Thünen Institute of Forest Genetics, D-22927 Grosshansdorf, Germany; (M.M.); (H.S.); (T.S.); (K.S.-S.); (A.P.L.M.); (H.L.); (M.L.)
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Pakull B, Schindler L, Mader M, Kersten B, Blanc-Jolivet C, Paulini M, Lemes MR, Ward SE, Navarro CM, Cavers S, Sebbenn AM, di Dio O, Guichoux E, Degen B. Development of nuclear SNP markers for Mahogany (Swietenia spp.). CONSERV GENET RESOUR 2020. [DOI: 10.1007/s12686-020-01162-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
AbstractSwietenia species are the most valuable American tropical timbers and have been heavily overexploited for decades. The three species are listed as either vulnerable or endangered by IUCN and are included on Appendix II of CITES, yet illegal exploitation continues. Here, we used restriction associated DNA sequencing to develop a new set of 120 SNP markers for Swietenia sp., suitable for MassARRAY®iPLEX™ genotyping. These markers can be used for population genetic studies and timber tracking purposes.
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Kersten B, Daoudi K, Van den Ende CHM, Van den Hoogen F, De Korte C, Vonk M. AB0582 DIAGNOSING SYSTEMIC SCLEROSIS WITH PHOTOACOUSTIC AND HIGH-FREQUENCY ULTRASOUND IMAGING. Ann Rheum Dis 2020. [DOI: 10.1136/annrheumdis-2020-eular.1388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Background:Vasculopathy is already evident in early systemic sclerosis (SSc); Raynaud’s phenomenon and typical nailfoldcapillaroscopic findings are part of the criteria of very early diagnosis of SSc (VEDOSs) (1). As not all early SSc patients have alterations in their nailfoldcapillaries, there is need for other diagnostic tools. Photoacoustics(PA) and high-frequency ultrasound (HFUS) might be able to fulfill this need (2). The former can measure the oxygen saturation of hemoglobin by using short pulsed laser light while the latter can provide high-resolution images that allow measuring skin thickening distal from DIP joint, which could be used to determine skin involvement early.Objectives:We hypothesize that photoacoustics and high-frequency ultrasound can distinguish (early) SSc patients from individuals with primary Raynaud’s phenomenon (PR) by measuring the oxygenation (by PA) of the fingertip and skin thickening (by HFUS).Methods:In our cross-sectional study, we compared measurements of the third finger in (early)SSc patients with individuals with PR and healthy volunteers. Smoking and beta-blockage were exclusion criteria. The level of oxygenation (by PA) and skin thickness (by HFUS) were compared between groups. Nailfoldcapillaroscopy was performed on all subjects and analyzed for the pattern.Results:Thirty-one adult subjects participated in this study: twelve patients with SSc, 5 patients with early SSc, 5 volunteers with PR and 9 healthy controls.We found a significant difference in median (IQR) oxygen saturation between earlySSc patients 75.9% (IQR 75.1%-86.6%) and subjects with PR 94.1% (IQR 93.1%-94.5%) (p=0.0002) using the Wilcoxon rank-sum test (figure 1).Figure 1.Boxplot of saturation (%) per group.Measurements of skin thickening also showed a significant difference in early SSc patients compared to subjects with PR, respectively 0.5mm (IQR 0.4mm-0.5mm) vs. 0.3mm (IQR 0.3mm-0.3mm), P=0.0002 (figure 2).Figure 2.Boxplot of skin thickness (mm) per group.Conclusion:Our results demonstrate that photoacoustic and high-frequency ultrasound can distinguish between (early)SSc and PR in both oxygenation saturation and skin thickening. In a larger prognostic study we want to determine the value of photoacoustic and high frequency ultrasound in diagnosing earlySSc.References:[1]Minier T, Guiducci S, Bellando-Randone S, Bruni C, Lepri G, Czirjak L, et al. Preliminary analysis of the very early diagnosis of systemic sclerosis (VEDOSS) EUSTAR multicentre study: evidence for puffy fingers as a pivotal sign for suspicion of systemic sclerosis. Annals of the rheumatic diseases. 2014;73(12):2087-93.[2]Wang LV, Yao J. A practical guide to photoacoustic tomography in the life sciences. Nature methods. 2016;13(8):627-38Disclosure of Interests:Brigit Kersten: None declared, Khalid Daoudi: None declared, C.H.M. van den Ende: None declared, FHJ van den Hoogen Consultant of: AbbVie, Actelion, Biogen, BMS, Celltrion, Corbus, Eli-Lilly, Mundipharma, Pfizer, Sanofi-Genzyme, Speakers bureau: Amgen, Boehringer-Ingelheim, Novartis, CL de Korte: None declared, Madelon Vonk Grant/research support from: Janssen and Ferrer, Consultant of: Boehringer Ingelheim, Janssen and GSK, Speakers bureau: Boehringer Ingelheim, BMS and Roche
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Müller NA, Kersten B, Leite Montalvão AP, Mähler N, Bernhardsson C, Bräutigam K, Carracedo Lorenzo Z, Hoenicka H, Kumar V, Mader M, Pakull B, Robinson KM, Sabatti M, Vettori C, Ingvarsson PK, Cronk Q, Street NR, Fladung M. A single gene underlies the dynamic evolution of poplar sex determination. Nat Plants 2020; 6:630-637. [PMID: 32483326 DOI: 10.1038/s41477-020-0672-9] [Citation(s) in RCA: 98] [Impact Index Per Article: 24.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2019] [Accepted: 04/22/2020] [Indexed: 05/20/2023]
Abstract
Although hundreds of plant lineages have independently evolved dioecy (that is, separation of the sexes), the underlying genetic basis remains largely elusive1. Here we show that diverse poplar species carry partial duplicates of the ARABIDOPSIS RESPONSE REGULATOR 17 (ARR17) orthologue in the male-specific region of the Y chromosome. These duplicates give rise to small RNAs apparently causing male-specific DNA methylation and silencing of the ARR17 gene. CRISPR-Cas9-induced mutations demonstrate that ARR17 functions as a sex switch, triggering female development when on and male development when off. Despite repeated turnover events, including a transition from the XY system to a ZW system, the sex-specific regulation of ARR17 is conserved across the poplar genus and probably beyond. Our data reveal how a single-gene-based mechanism of dioecy can enable highly dynamic sex-linked regions and contribute to maintaining recombination and integrity of sex chromosomes.
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Affiliation(s)
- Niels A Müller
- Thünen Institute of Forest Genetics, Grosshansdorf, Germany.
| | - Birgit Kersten
- Thünen Institute of Forest Genetics, Grosshansdorf, Germany
| | | | - Niklas Mähler
- Department of Plant Physiology, Umeå Plant Science Centre, Umeå, Sweden
| | - Carolina Bernhardsson
- Department of Plant Biology, Linnean Centre for Plant Biology, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Katharina Bräutigam
- Department of Biology, University of Toronto Mississauga, Mississauga, Ontario, Canada
| | | | - Hans Hoenicka
- Thünen Institute of Forest Genetics, Grosshansdorf, Germany
| | - Vikash Kumar
- Department of Plant Physiology, Umeå Plant Science Centre, Umeå, Sweden
| | - Malte Mader
- Thünen Institute of Forest Genetics, Grosshansdorf, Germany
| | - Birte Pakull
- Thünen Institute of Forest Genetics, Grosshansdorf, Germany
| | | | - Maurizio Sabatti
- Department for Innovation in Biological, Agro-food and Forest Systems, University of Tuscia, Viterbo, Italy
| | - Cristina Vettori
- Institute of Biosciences and BioResources, Division of Florence, National Research Council, Sesto Fiorentino, Italy
| | - Pär K Ingvarsson
- Department of Plant Biology, Linnean Centre for Plant Biology, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Quentin Cronk
- Department of Botany, University of British Columbia, Vancouver, British Columbia, Canada
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Kersten B, Leite Montalvão AP, Hoenicka H, Vettori C, Paffetti D, Fladung M. Sequencing of two transgenic early-flowering poplar lines confirmed vector-free single-locus T-DNA integration. Transgenic Res 2020; 29:321-337. [PMID: 32356192 PMCID: PMC7283205 DOI: 10.1007/s11248-020-00203-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2019] [Accepted: 04/18/2020] [Indexed: 02/02/2023]
Abstract
Next-generation sequencing (NGS) approaches are attractive alternatives to the PCR-based characterisation of genetically modified plants for safety assessment and labelling since NGS is highly sensitive to the detection of T-DNA inserts as well as vector backbone sequences in transgenic plants. In this study, two independent transgenic male Populus tremula lines, T193-2 and T195-1, both carrying the FLOWERING LOCUS T gene from Arabidopsis thaliana under control of a heat-inducible promoter (pHSP::AtFT) and the non-transgenic control clone W52, were further characterised by NGS and third-generation sequencing. The results support previous findings that the T-DNA was hemizygously inserted in one genomic locus of each line. However, the T-DNA insertions consist of conglomerations of one or two T-DNA copies together with a small T-DNA fragment without AtFT parts. Based on NGS data, no additional T-DNA splinters or vector backbone sequences could be identified in the genome of the two transgenic lines. Seedlings derived from crosses between the pHSP::AtFT transgenic male parents and female wild type plants are therefore expected to be T-DNA splinter or vector backbone free. Thus, PCR analyses amplifying a partial T-DNA fragment with AtFT-specific primers are sufficient to determine whether the seedlings are transgenic or not. An analysis of 72 second generation-seedlings clearly showed that about 50% of them still reveal the presence of the T-DNA, confirming data already published. To prove if unanticipated genomic changes were induced by T-DNA integration, extended future studies using long-range sequencing technologies are required once a suitable chromosome-level P. tremula reference genome sequence is available.
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Affiliation(s)
- Birgit Kersten
- Thünen Institute of Forest Genetics, 22927, Grosshansdorf, Germany.
| | | | - Hans Hoenicka
- Thünen Institute of Forest Genetics, 22927, Grosshansdorf, Germany
| | - Cristina Vettori
- Institute of Bioscience and Bioresources (IBBR), National Research Council (CNR), Via Madonna del Piano 10, 50019, Sesto Fiorentino, FI, Italy
| | - Donatella Paffetti
- Department of Agriculture, Food, Environment and Forestry, Agricultural Genetics Section, University of Florence, P. le delle Cascine 18, 50144, Florence, Italy
| | - Matthias Fladung
- Thünen Institute of Forest Genetics, 22927, Grosshansdorf, Germany.
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14
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Sabatti M, Gaudet M, Müller NA, Kersten B, Gaudiano C, Mugnozza GS, Fladung M, Beritognolo I. Correction to: Long-term study of a subdioecious Populus ×canescens family reveals sex lability of females and reproduction behaviour of cosexual plants. Plant Reprod 2020; 33:19-20. [PMID: 31760483 DOI: 10.1007/s00497-019-00381-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Table 4 in the original publication reports incomplete genotype names in the column "Cross" and wrong codes in the column "Generation".
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Affiliation(s)
- Maurizio Sabatti
- Department for Innovation in Biological, Agro-food and Forest systems (DIBAF), University of Tuscia, Viterbo, Italy.
| | - Muriel Gaudet
- Institute of Research on Terrestrial Ecosystems (IRET), National Research Council (CNR), Porano, TR, Italy
| | - Niels A Müller
- Thünen-Institute of Forest Genetics, Sieker Landstr.2, 22927, Grosshansdorf, Germany
| | - Birgit Kersten
- Thünen-Institute of Forest Genetics, Sieker Landstr.2, 22927, Grosshansdorf, Germany
| | - Cosimo Gaudiano
- Department for Innovation in Biological, Agro-food and Forest systems (DIBAF), University of Tuscia, Viterbo, Italy
| | - Giuseppe Scarascia Mugnozza
- Department for Innovation in Biological, Agro-food and Forest systems (DIBAF), University of Tuscia, Viterbo, Italy
| | - Matthias Fladung
- Thünen-Institute of Forest Genetics, Sieker Landstr.2, 22927, Grosshansdorf, Germany
| | - Isacco Beritognolo
- Institute of Research on Terrestrial Ecosystems (IRET), National Research Council (CNR), Porano, TR, Italy
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15
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Sabatti M, Gaudet M, Müller NA, Kersten B, Gaudiano C, Scarascia Mugnozza G, Fladung M, Beritognolo I. Long-term study of a subdioecious Populus ×canescens family reveals sex lability of females and reproduction behaviour of cosexual plants. Plant Reprod 2020; 33:1-17. [PMID: 31650409 DOI: 10.1007/s00497-019-00378-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Accepted: 10/10/2019] [Indexed: 06/10/2023]
Abstract
Cosexual Populus ×canescens plants are inconstant females with life course plasticity of sex phenotype and can reproduce by selfing. Populus species are dioecious, but deviations from dioecy are reported in some cases. The objectives of this study were to investigate the phenotypic expression and the inheritance of subdioecy in a Populus ×canescens pedigree. The F1 progeny was monitored for sex during 14 years. Thirty per cent of individuals expressed deviations from dioecy and long-term plasticity of sex. Some plants started flowering as male, then became cosexual, and finally turned female. Two cosexual individuals were self-pollinated and generated a selfed progeny markedly impaired by inbreeding depression, but able to reproduce by outcrossing. Sex segregation of the F1 progeny statistically fitted the expected ratio 1:2:1 (female:male:cosexual). By analysis of DNA markers, the cosexual individuals were genetically clustered with the females. The segregation ratio and the genetic profile indicated that cosexual plants were female with altered sex phenotype. Linkage analysis identified a putative sex-determining region with suppressed recombination on chromosome 19 of the male Populus tremula parent. The male sex trait was linked to the pericentromeric region of the P. tremula chromosome 19, whereas the cosexual trait was linked to chromosome 19 of the female Populus alba parent. A genetic model is proposed to explain inheritance and phenotypic expression of sex.
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Affiliation(s)
- Maurizio Sabatti
- Department for Innovation in Biological, Agro-food and Forest systems (DIBAF), University of Tuscia, Viterbo, Italy.
| | - Muriel Gaudet
- Institute of Research on Terrestrial Ecosystems (IRET), National Research Council (CNR), Porano, TR, Italy
| | - Niels A Müller
- Thünen-Institute of Forest Genetics, Sieker Landstr.2, 22927, Grosshansdorf, Germany
| | - Birgit Kersten
- Thünen-Institute of Forest Genetics, Sieker Landstr.2, 22927, Grosshansdorf, Germany
| | - Cosimo Gaudiano
- Department for Innovation in Biological, Agro-food and Forest systems (DIBAF), University of Tuscia, Viterbo, Italy
| | - Giuseppe Scarascia Mugnozza
- Department for Innovation in Biological, Agro-food and Forest systems (DIBAF), University of Tuscia, Viterbo, Italy
| | - Matthias Fladung
- Thünen-Institute of Forest Genetics, Sieker Landstr.2, 22927, Grosshansdorf, Germany
| | - Isacco Beritognolo
- Institute of Research on Terrestrial Ecosystems (IRET), National Research Council (CNR), Porano, TR, Italy
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Abstract
The Swiss pine (Pinus cembra) is a montane tree in Central Europe and, therefore, known for its hardiness against severe winter colds. The seeds are harvested and eaten as pine nuts. We assembled and characterized the complete chloroplast genome of P. cembra to serve as a valuable resource in future genetic studies. The complete plastome sequence is 116,609 bp in length and contains 113 genes including 79 protein-coding genes, 30 tRNA genes, and 4 rRNA genes. A phylogenetic analysis of 34 Pinus plastome sequences shows that Pinus sibirica is the nearest relative to P. cembra and that there is a distinct clustering together with the other members of the section Quinquefoliae.
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Affiliation(s)
- Thomas Schott
- Institute of Forest Genetics, Thünen Institute, Grosshansdorf, Germany
| | - Hilke Schroeder
- Institute of Forest Genetics, Thünen Institute, Grosshansdorf, Germany
| | | | - Birgit Kersten
- Institute of Forest Genetics, Thünen Institute, Grosshansdorf, Germany
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Müller NA, Kersten B, Fladung M, Schroeder H. RNA-seq of eight different poplar clones reveals conserved up-regulation of gene expression in response to insect herbivory. BMC Genomics 2019; 20:673. [PMID: 31455224 PMCID: PMC6712675 DOI: 10.1186/s12864-019-6048-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2019] [Accepted: 08/20/2019] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Herbivorous insects can have a profound impact on plant growth performance. In some years, canopy damage in poplar plantations exceeds 50% of the total leaf surface, thereby possibly compromising carbon fixation and biomass yield. To assess the transcriptional response of elite poplar clones to insect feeding and to test whether this response varies between different genotypes, we performed an RNA-sequencing experiment. We deeply sequenced the transcriptomes of eight elite clones belonging to three poplar species (Populus trichocarpa, P. nigra and P. maximowiczii), under Phratora vitellinae feeding and control conditions. This allowed us to precisely quantify transcript levels of about 24,000 expressed genes. RESULTS Our data reveal a striking overall up-regulation of gene expression under insect attack in all eight poplar clones studied. The up-regulated genes were markedly enriched for the biological process 'regulation of transcription' indicating a highly concerted restructuring of the transcriptome. A search for potential cis-regulatory elements (CREs) that may be involved in this process identified the G-box (CACGTG) as the most significant motif in the promoters of the induced genes. In line with the role of the G-box in jasmonate (JA)-mediated activation of gene expression by MYC2, several genes involved in JA biosynthesis and signaling were up-regulated in our dataset. A co-expression network analysis additionally highlighted WRKY transcription factors. Within the most prominent expression module, WRKYs were strongly overrepresented and occupied several network hubs. Finally, the insect-induced genes comprised several protein families known to be involved in plant defenses, e.g. cytochrome P450s, chitinases and protease inhibitors. CONCLUSIONS Our data represent a comprehensive characterization of the transcriptional response of selected elite poplar clones to insect herbivory. Our results suggest that the concerted up-regulation of gene expression is controlled by JA signaling and WRKY transcription factors, and activates several defense mechanisms. Our data highlight potential targets of selection and may thus contribute to breeding insect-resistant poplar clones.
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Affiliation(s)
- Niels A Müller
- Thünen Institute of Forest Genetics, Sieker Landstraße 2, 22927, Grosshansdorf, Germany
| | - Birgit Kersten
- Thünen Institute of Forest Genetics, Sieker Landstraße 2, 22927, Grosshansdorf, Germany
| | - Matthias Fladung
- Thünen Institute of Forest Genetics, Sieker Landstraße 2, 22927, Grosshansdorf, Germany
| | - Hilke Schroeder
- Thünen Institute of Forest Genetics, Sieker Landstraße 2, 22927, Grosshansdorf, Germany.
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Brenner WG, Mader M, Müller NA, Hoenicka H, Schroeder H, Zorn I, Fladung M, Kersten B. High Level of Conservation of Mitochondrial RNA Editing Sites Among Four Populus Species. G3 (Bethesda) 2019; 9:709-717. [PMID: 30617214 PMCID: PMC6404595 DOI: 10.1534/g3.118.200763] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Accepted: 12/01/2019] [Indexed: 01/29/2023]
Abstract
RNA editing occurs in the endosymbiont organelles of higher plants as C-to-U conversions of defined nucleotides. The availability of large quantities of RNA sequencing data makes it possible to identify RNA editing sites and to quantify their editing extent. We have investigated RNA editing in 34 protein-coding mitochondrial transcripts of four Populus species, a genus noteworthy for its remarkably small number of RNA editing sites compared to other angiosperms. 27 of these transcripts were subject to RNA editing in at least one species. In total, 355 RNA editing sites were identified with high confidence, their editing extents ranging from 10 to 100%. The most heavily edited transcripts were ccmB with the highest density of RNA editing sites (53.7 sites / kb) and ccmFn with the highest number of sites (39 sites). Most of the editing events are at position 1 or 2 of the codons, usually altering the encoded amino acid, and are highly conserved among the species, also with regard to their editing extent. However, one SNP was found in the newly sequenced and annotated mitochondrial genome of P. alba resulting in the loss of an RNA editing site compared to P. tremula and P. davidiana This SNP causes a C-to-T transition and an amino acid exchange from Ser to Phe, highlighting the widely discussed role of RNA editing in compensating mutations.
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Affiliation(s)
| | - Malte Mader
- Thünen Institute of Forest Genetics, 22927 Grosshansdorf, Germany
| | | | - Hans Hoenicka
- Thünen Institute of Forest Genetics, 22927 Grosshansdorf, Germany
| | - Hilke Schroeder
- Thünen Institute of Forest Genetics, 22927 Grosshansdorf, Germany
| | - Ingo Zorn
- Thünen Institute of Forest Genetics, 22927 Grosshansdorf, Germany
| | - Matthias Fladung
- Thünen Institute of Forest Genetics, 22927 Grosshansdorf, Germany
| | - Birgit Kersten
- Thünen Institute of Forest Genetics, 22927 Grosshansdorf, Germany
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Bruegmann T, Wetzel H, Hettrich K, Smeds A, Willför S, Kersten B, Fladung M. Knockdown of PCBER1, a gene of neolignan biosynthesis, resulted in increased poplar growth. Planta 2019; 249:515-525. [PMID: 30269193 DOI: 10.1007/s00425-018-3021-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2018] [Accepted: 09/23/2018] [Indexed: 06/08/2023]
Abstract
Poplar trees displayed an increased plant height due to the transgenic knockdown of PCBER1, a gene of lignan biosynthesis. The wood composition was slightly altered in both overexpression and knockdown lines. The gene PHENYLCOUMARAN BENZYLIC ETHER REDUCTASE1 (PCBER1) is well known as an important gene in the synthesis of lignans, a group of diverse phenylpropanoid derivatives. They are widely distributed in the plant kingdom and may have a role in both plant defense and growth regulation. To analyze its role in biomass formation and wood composition in poplar, both overexpression and knockdown approaches have been performed. Transgenic lines were analyzed on genetic and phenotypic levels, and partly in regard to their biomass composition. While the PCBER1 overexpression approach remained unremarkable concerning the plant height, biomass composition of obtained transgenic lines was modified. They had a significantly increased amount of ethanol extractives. The PCBER1 knockdown resulted in significantly deviating plants; after 17 months of greenhouse cultivation, transgenic plants were up to 38% higher compared to non-transgenic wild type. Most examined transgenic lines did not reveal a significantly enhanced stem diameter after three vegetation periods in the greenhouse. Significant changes were not obtained with regard to the three major wood components, lignin, cellulose and hemicelluloses. As a slight but not significant reduction in ethanol extractives was detected, the hypothesis arises that the lignan content could be influenced. Lignans become important in the pharmaceutical industry and clinical studies concerning cancer and other diseases, thus further investigations on lignan formation in poplar and its connection to biomass formation seem promising.
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Affiliation(s)
- Tobias Bruegmann
- Thuenen Institute of Forest Genetics, Sieker Landstrasse 2, 22927, Grosshansdorf, Germany.
| | - Hendrik Wetzel
- Fraunhofer Institute for Applied Polymer Research, Geiselbergstraße 69, 14476, Potsdam-Golm, Germany
| | - Kay Hettrich
- Fraunhofer Institute for Applied Polymer Research, Geiselbergstraße 69, 14476, Potsdam-Golm, Germany
| | - Annika Smeds
- Johan Gadolin Process Chemistry Centre, Åbo Akademi University, Porthansgatan 3, 20500, Turku/Åbo, Finland
| | - Stefan Willför
- Johan Gadolin Process Chemistry Centre, Åbo Akademi University, Porthansgatan 3, 20500, Turku/Åbo, Finland
| | - Birgit Kersten
- Thuenen Institute of Forest Genetics, Sieker Landstrasse 2, 22927, Grosshansdorf, Germany
| | - Matthias Fladung
- Thuenen Institute of Forest Genetics, Sieker Landstrasse 2, 22927, Grosshansdorf, Germany
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20
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Mader M, Liesebach H, Liesebach M, Kersten B. The complete chloroplast genome sequence of Fagus sylvatica L. (Fagaceae). Mitochondrial DNA B Resour 2019. [DOI: 10.1080/23802359.2019.1612712] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022] Open
Affiliation(s)
- Malte Mader
- Thünen Institute of Forest Genetics, Grosshansdorf, Germany
| | | | | | - Birgit Kersten
- Thünen Institute of Forest Genetics, Grosshansdorf, Germany
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21
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Blanc-Jolivet C, Kersten B, Bourland N, Guichoux E, Delcamp A, Doucet JL, Degen B. Development of nuclear SNP markers for the timber tracking of the African tree species Sapelli, Entandrophragma cylindricum. CONSERV GENET RESOUR 2017. [DOI: 10.1007/s12686-017-0872-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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22
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Schroeder H, Cronn R, Yanbaev Y, Jennings T, Mader M, Degen B, Kersten B. Development of Molecular Markers for Determining Continental Origin of Wood from White Oaks (Quercus L. sect. Quercus). PLoS One 2016; 11:e0158221. [PMID: 27352242 PMCID: PMC4924829 DOI: 10.1371/journal.pone.0158221] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2016] [Accepted: 06/13/2016] [Indexed: 11/18/2022] Open
Abstract
To detect and avoid illegal logging of valuable tree species, identification methods for the origin of timber are necessary. We used next-generation sequencing to identify chloroplast genome regions that differentiate the origin of white oaks from the three continents; Asia, Europe, and North America. By using the chloroplast genome of Asian Q. mongolica as a reference, we identified 861 variant sites (672 single nucleotide polymorphisms (SNPs); 189 insertion/deletion (indel) polymorphism) from representative species of three continents (Q. mongolica from Asia; Q. petraea and Q. robur from Europe; Q. alba from North America), and we identified additional chloroplast polymorphisms in pools of 20 individuals each from Q. mongolica (789 variant sites) and Q. robur (346 variant sites). Genome sequences were screened for indels to develop markers that identify continental origin of oak species, and that can be easily evaluated using a variety of detection methods. We identified five indels and one SNP that reliably identify continent-of-origin, based on evaluations of up to 1078 individuals representing 13 white oak species and three continents. Due to the size of length polymorphisms revealed, this marker set can be visualized using capillary electrophoresis or high resolution gel (acrylamide or agarose) electrophoresis. With these markers, we provide the wood trading market with an instrument to comply with the U.S. and European laws that require timber companies to avoid the trade of illegally harvested timber.
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Affiliation(s)
- Hilke Schroeder
- Thuenen-Insitute of Forest Genetics, Grosshansdorf, Germany
- * E-mail:
| | - Richard Cronn
- US Forest Service, Pacific Northwest Research Station, Corvallis, Oregon, United States of America
| | | | - Tara Jennings
- Botany and Plant Pathology, Oregon State University, Corvallis, Oregon, United States of America
| | - Malte Mader
- Thuenen-Insitute of Forest Genetics, Grosshansdorf, Germany
| | - Bernd Degen
- Thuenen-Insitute of Forest Genetics, Grosshansdorf, Germany
| | - Birgit Kersten
- Thuenen-Insitute of Forest Genetics, Grosshansdorf, Germany
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Pakull B, Mader M, Kersten B, Ekué MRM, Bouka Dipelet UG, Paulini M, Bouda ZHN, Degen B. Development of nuclear, chloroplast and mitochondrial SNP markers for Khaya sp. CONSERV GENET RESOUR 2016. [DOI: 10.1007/s12686-016-0557-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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24
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Jardine DI, Blanc-Jolivet C, Dixon RRM, Dormontt EE, Dunker B, Gerlach J, Kersten B, van Dijk KJ, Degen B, Lowe AJ. Development of SNP markers for Ayous (Triplochiton scleroxylon K. Schum) an economically important tree species from tropical West and Central Africa. CONSERV GENET RESOUR 2016. [DOI: 10.1007/s12686-016-0529-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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25
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Pakull B, Kersten B, Lüneburg J, Fladung M. A simple PCR-based marker to determine sex in aspen. Plant Biol (Stuttg) 2015; 17:256-61. [PMID: 24943351 DOI: 10.1111/plb.12217] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2014] [Accepted: 04/25/2014] [Indexed: 05/24/2023]
Abstract
The genus Populus features a genetically controlled sex determination system, located on chromosome 19. However, different Populus species vary in the position of the sex-linked region on the respective chromosome and the apparent heterogametic sex, and the precise mechanism of sex determination in Populus is still unknown. Using next generation sequencing of pooled samples of male and female aspens, we identified the aspen homologue of the P. trichocarpa gene Potri.019G047300 ('TOZ19') to be male-specific. While in P. tremuloides, the complete gene is missing in the genome of female plants, a short fragment of the 3'-part of the gene is still present in P. tremula females. The male-specific presence and transcription of TOZ19 was further verified using PCR in various different aspen individuals and RT-PCR expression analysis. TOZ19 is potentially involved in early steps of flower development, and represents an interesting candidate gene for involvement in sex determination in aspen. Regardless of its role as candidate gene, TOZ19 represents an ideal marker for determination of the sex of non-flowering aspen individuals or seedlings.
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Affiliation(s)
- B Pakull
- Thünen Institute of Forest Genetics, Grosshansdorf, Germany
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26
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Kersten B, Pakull B, Groppe K, Lueneburg J, Fladung M. The sex-linked region in Populus tremuloides Turesson 141 corresponds to a pericentromeric region of about two million base pairs on P. trichocarpa chromosome 19. Plant Biol (Stuttg) 2014; 16:411-8. [PMID: 23710995 DOI: 10.1111/plb.12048] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2013] [Accepted: 04/11/2013] [Indexed: 05/20/2023]
Abstract
In the dioecious genus Populus, sex determination has been located to chromosome 19. However, despite a high degree of genome collinearity, various Populus species seem to differ with regard to the location of the sex-determining region on the respective chromosome and the apparent heterogametic sex. In this study, the boundaries of the recombination-suppressed, sex-linked region of the male P. tremuloides clone Turesson 141 were localised by genetic mapping using new SNP and InDel markers. The respective region seems to be located in a pericentromeric position. The corresponding P. trichocarpa genome region spans about two million bp and comprises 65 gene loci, which were bioinformatically evaluated for their potential as candidate genes for sex determination. Three putative transcription factor genes and four genes that are potentially involved in flower development processes, e.g. meristem transition from the vegetative to the reproductive phase, were identified. Populus tremuloides sequence data of the sex-linked region is required for a final search for candidate genes.
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Affiliation(s)
- B Kersten
- Department of Genome Research, Thuenen-Institute of Forest Genetics, Grosshansdorf, Germany
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27
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Abstract
The success of genome sequencing projects has provided the basis for systematic analysis of protein function and has led to a shift from the description of single molecules to the characterization of complex samples. Such a task would not be possible without the provision of appropriate high-throughput technologies, such as protein microarray technology. In addition, the increasing number of samples necessitates the adaptation of such technologies to a multiplex format. This review will discuss protein microarray technology in the context of multiplex analysis and highlight its current prospects and limitations.
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Affiliation(s)
- Birgit Kersten
- Max-Delbrück-Centrum für Molekulare Medizin, Robert-Rössle-Strasse 10, D-13125 Berlin-Buch, Germany.
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28
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Kersten B, Ghirardo A, Schnitzler JP, Kanawati B, Schmitt-Kopplin P, Fladung M, Schroeder H. Integrated transcriptomics and metabolomics decipher differences in the resistance of pedunculate oak to the herbivore Tortrix viridana L. BMC Genomics 2013; 14:737. [PMID: 24160444 PMCID: PMC4007517 DOI: 10.1186/1471-2164-14-737] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2013] [Accepted: 10/17/2013] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The interaction between insect pests and their host plants is a never-ending race of evolutionary adaption. Plants have developed an armament against insect herbivore attacks, and attackers continuously learn how to address it. Using a combined transcriptomic and metabolomic approach, we investigated the molecular and biochemical differences between Quercus robur L. trees that resisted (defined as resistant oak type) or were susceptible (defined as susceptible oak type) to infestation by the major oak pest, Tortrix viridana L. RESULTS Next generation RNA sequencing revealed hundreds of genes that exhibited constitutive and/or inducible differential expression in the resistant oak compared to the susceptible oak. Distinct differences were found in the transcript levels and the metabolic content with regard to tannins, flavonoids, and terpenoids, which are compounds involved in the defence against insect pests. The results of our transcriptomic and metabolomic analyses are in agreement with those of a previous study in which we showed that female moths prefer susceptible oaks due to their specific profile of herbivore-induced volatiles. These data therefore define two oak genotypes that clearly differ on the transcriptomic and metabolomic levels, as reflected by their specific defensive compound profiles. CONCLUSIONS We conclude that the resistant oak type seem to prefer a strategy of constitutive defence responses in contrast to more induced defence responses of the susceptible oaks triggered by feeding. These results pave the way for the development of biomarkers for an early determination of potentially green oak leaf roller-resistant genotypes in natural pedunculate oak populations in Europe.
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Affiliation(s)
| | | | | | | | | | | | - Hilke Schroeder
- Thünen Institute of Forest Genetics, Sieker Landstrasse 2, D-22927, Grosshansdorf, Germany.
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Gyetvai G, Sønderkær M, Göbel U, Basekow R, Ballvora A, Imhoff M, Kersten B, Nielsen KL, Gebhardt C. The transcriptome of compatible and incompatible interactions of potato (Solanum tuberosum) with Phytophthora infestans revealed by DeepSAGE analysis. PLoS One 2012; 7:e31526. [PMID: 22328937 PMCID: PMC3273468 DOI: 10.1371/journal.pone.0031526] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2011] [Accepted: 01/09/2012] [Indexed: 01/01/2023] Open
Abstract
Late blight, caused by the oomycete Phytophthora infestans, is the most important disease of potato (Solanum tuberosum). Understanding the molecular basis of resistance and susceptibility to late blight is therefore highly relevant for developing resistant cultivars, either by marker-assissted selection or by transgenic approaches. Specific P. infestans races having the Avr1 effector gene trigger a hypersensitive resistance response in potato plants carrying the R1 resistance gene (incompatible interaction) and cause disease in plants lacking R1 (compatible interaction). The transcriptomes of the compatible and incompatible interaction were captured by DeepSAGE analysis of 44 biological samples comprising five genotypes, differing only by the presence or absence of the R1 transgene, three infection time points and three biological replicates. 30,859 unique 21 base pair sequence tags were obtained, one third of which did not match any known potato transcript sequence. Two third of the tags were expressed at low frequency (<10 tag counts/million). 20,470 unitags matched to approximately twelve thousand potato transcribed genes. Tag frequencies were compared between compatible and incompatible interactions over the infection time course and between compatible and incompatible genotypes. Transcriptional changes were more numerous in compatible than in incompatible interactions. In contrast to incompatible interactions, transcriptional changes in the compatible interaction were observed predominantly for multigene families encoding defense response genes and genes functional in photosynthesis and CO(2) fixation. Numerous transcriptional differences were also observed between near isogenic genotypes prior to infection with P. infestans. Our DeepSAGE transcriptome analysis uncovered novel candidate genes for plant host pathogen interactions, examples of which are discussed with respect to possible function.
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Affiliation(s)
- Gabor Gyetvai
- Max-Planck Institute for Plant Breeding Research, Cologne, Germany
| | - Mads Sønderkær
- Department of Biotechnology, Chemistry and Environmental Engineering, Aalborg University, Aalborg, Denmark
| | - Ulrike Göbel
- Max-Planck Institute for Plant Breeding Research, Cologne, Germany
| | - Rico Basekow
- Max-Planck Institute for Molecular Plant Physiology, Potsdam, Germany
| | - Agim Ballvora
- Max-Planck Institute for Plant Breeding Research, Cologne, Germany
| | - Maren Imhoff
- Max-Planck Institute for Molecular Plant Physiology, Potsdam, Germany
| | - Birgit Kersten
- Max-Planck Institute for Molecular Plant Physiology, Potsdam, Germany
| | - Kåre-Lehman Nielsen
- Department of Biotechnology, Chemistry and Environmental Engineering, Aalborg University, Aalborg, Denmark
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Usadel B, Schwacke R, Nagel A, Kersten B. GabiPD - The GABI Primary Database integrates plant proteomic data with gene-centric information. Front Plant Sci 2012; 3:154. [PMID: 23293643 PMCID: PMC3391694 DOI: 10.3389/fpls.2012.00154] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2012] [Accepted: 06/20/2012] [Indexed: 05/08/2023]
Abstract
GabiPD is an integrative plant "omics" database that has been established as part of the German initiative for Genome Analysis of the Plant Biological System (GABI). Data from different "omics" disciplines are integrated and interactively visualized. Proteomics is represented by data and tools aiding studies on the identification of post-translational modification and function of proteins. Annotated 2D electrophoresis-gel images are offered to inspect protein sets expressed in different tissues of Arabidopsis thaliana and Brassica napus. From a given protein spot, a link will direct the user to the related GreenCard Gene entry where detailed gene-centric information will support the functional annotation. Beside MapMan- and GO-classification, information on conserved protein domains and on orthologs is integrated in this GreenCard service. Moreover, all other GabiPD data related to the gene, including transcriptomic data, as well as gene-specific links to external resources are provided. Researches interested in plant protein phosphorylation will find information on potential MAP kinase substrates identified in different protein microarray studies integrated in GabiPD's Phosphoproteomics page. These data can be easily compared to experimentally identified or predicted phosphorylation sites in PhosPhAt via the related Gene GreenCard. This will allow the selection of interesting candidates for further experimental validation of their phosphorylation.
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Affiliation(s)
- Björn Usadel
- Max Planck Institute of Molecular Plant Physiology,Potsdam, Germany
- Department of Botany, RWTH Aachen University,Aachen, Germany
- IBG-2: Plant Sciences, Institute of Bio- and Geosciences, Forschungszentrum Jülich,Jülich, Germany
| | - Rainer Schwacke
- IBG-2: Plant Sciences, Institute of Bio- and Geosciences, Forschungszentrum Jülich,Jülich, Germany
| | - Axel Nagel
- Max Planck Institute of Molecular Plant Physiology,Potsdam, Germany
| | - Birgit Kersten
- Max Planck Institute of Molecular Plant Physiology,Potsdam, Germany
- Department of Genome Research, Institute of Forest Genetics, Johann Heinrich von Thünen Institute,Großhansdorf, Germany
- *Correspondence: Birgit Kersten, Department of Genome Research, Institute of Forest Genetics, Johann Heinrich von Thünen Institute, Sieker Landstr. 2, D-22927 Großhansdorf, Germany. e-mail:
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Fladung M, Kersten B. NextGen sequence analysis of two sex-linked P. tremuloides genomic regions on chromosome 19. BMC Proc 2011. [PMCID: PMC3240044 DOI: 10.1186/1753-6561-5-s7-p25] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
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Kryvych S, Kleessen S, Ebert B, Kersten B, Fisahn J. Proteomics - The key to understanding systems biology of Arabidopsis trichomes. Phytochemistry 2011; 72:1061-1070. [PMID: 20952039 DOI: 10.1016/j.phytochem.2010.09.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/08/2010] [Revised: 09/09/2010] [Accepted: 09/17/2010] [Indexed: 05/30/2023]
Abstract
Every multicellular organism consists of numerous organs, tissues and specific cell types. To gain detailed knowledge about the morphogenesis of these complex structures, it is inevitable to advance biochemical analyses to ultimate spatial and temporal resolution since individual cell types contribute differently to the overall performance of living objects. Single cell sampling combined with systems biological approaches was recently applied to investigations of Arabidopsis thaliana trichomes (leaf hairs). These are single celled structures that provide ideal model systems to address various aspects of plant cell development and differentiation at the level of individual cells. A previously suggested function of trichomes in plant stress responses could thus be confirmed. Furthermore, trichome-specific "omics" data collected in several laboratories are mutually conclusive which demonstrates the applicability of systems biological approaches at the single cell level.
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Affiliation(s)
- Sergiy Kryvych
- Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany
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Vanbellingen T, Kersten B, Van de Winckel A, Bellion M, Baronti F, Müri R, Bohlhalter S. A new bedside test of gestures in stroke: the apraxia screen of TULIA (AST). J Neurol Neurosurg Psychiatry 2011; 82:389-92. [PMID: 20935324 DOI: 10.1136/jnnp.2010.213371] [Citation(s) in RCA: 74] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
BACKGROUND Apraxia in patients with stroke may be overlooked, as clumsiness and deficient gestural communication are often attributed to frequently coexisting sensorimotor deficits and aphasia. Early and reliable detection of apraxia by a bedside test is relevant for functional outcome in patients with stroke. The present study was aimed at constructing a new bedside screening test for apraxia, called the Apraxia Screen of TULIA (AST), based on the comprehensive standardised Test for Upper-Limb Apraxia (TULIA). METHODS First, an item-reduction analysis of the TULIA (48 gestures) was performed, based on the methods of classical test theory and on a larger sample of patients with stroke (n=133) and matched healthy controls (n=50). Stepwise elimination of items resulted in a set of 12 items, demonstrating high internal consistency (Cronbach alpha=0.92). The six-point scoring method of the TULIA was dichotomised to the score levels pass and fail. In the second part of this study the validity of the AST was assessed prospectively in a new cohort of patients with stroke (n=31) by using the Pearson correlation analysis and binary classification display with the TULIA. RESULTS AND DISCUSSION Validation of the 12-item AST with the TULIA showed a remarkable diagnostic reliability with high specificity, sensitivity and positive predictive value, for the presence and severity of apraxia. The AST is shown to be a reliable and valid bedside test in patients with stroke, allowing a straightforward assessment of apraxia within a few minutes.
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Affiliation(s)
- T Vanbellingen
- Klinik Bethesda, Neurorehabilitation Centre, Tschugg, Switzerland
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Riaño-Pachón DM, Kleessen S, Neigenfind J, Durek P, Weber E, Engelsberger WR, Walther D, Selbig J, Schulze WX, Kersten B. Proteome-wide survey of phosphorylation patterns affected by nuclear DNA polymorphisms in Arabidopsis thaliana. BMC Genomics 2010; 11:411. [PMID: 20594336 PMCID: PMC2996939 DOI: 10.1186/1471-2164-11-411] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2010] [Accepted: 07/01/2010] [Indexed: 12/26/2022] Open
Abstract
Background Protein phosphorylation is an important post-translational modification influencing many aspects of dynamic cellular behavior. Site-specific phosphorylation of amino acid residues serine, threonine, and tyrosine can have profound effects on protein structure, activity, stability, and interaction with other biomolecules. Phosphorylation sites can be affected in diverse ways in members of any species, one such way is through single nucleotide polymorphisms (SNPs). The availability of large numbers of experimentally identified phosphorylation sites, and of natural variation datasets in Arabidopsis thaliana prompted us to analyze the effect of non-synonymous SNPs (nsSNPs) onto phosphorylation sites. Results From the analyses of 7,178 experimentally identified phosphorylation sites we found that: (i) Proteins with multiple phosphorylation sites occur more often than expected by chance. (ii) Phosphorylation hotspots show a preference to be located outside conserved domains. (iii) nsSNPs affected experimental phosphorylation sites as much as the corresponding non-phosphorylated amino acid residues. (iv) Losses of experimental phosphorylation sites by nsSNPs were identified in 86 A. thaliana proteins, among them receptor proteins were overrepresented. These results were confirmed by similar analyses of predicted phosphorylation sites in A. thaliana. In addition, predicted threonine phosphorylation sites showed a significant enrichment of nsSNPs towards asparagines and a significant depletion of the synonymous substitution. Proteins in which predicted phosphorylation sites were affected by nsSNPs (loss and gain), were determined to be mainly receptor proteins, stress response proteins and proteins involved in nucleotide and protein binding. Proteins involved in metabolism, catalytic activity and biosynthesis were less affected. Conclusions We analyzed more than 7,100 experimentally identified phosphorylation sites in almost 4,300 protein-coding loci in silico, thus constituting the largest phosphoproteomics dataset for A. thaliana available to date. Our findings suggest a relatively high variability in the presence or absence of phosphorylation sites between different natural accessions in receptor and other proteins involved in signal transduction. Elucidating the effect of phosphorylation sites affected by nsSNPs on adaptive responses represents an exciting research goal for the future.
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Durek P, Schmidt R, Heazlewood JL, Jones A, MacLean D, Nagel A, Kersten B, Schulze WX. PhosPhAt: the Arabidopsis thaliana phosphorylation site database. An update. Nucleic Acids Res 2010; 38:D828-34. [PMID: 19880383 PMCID: PMC2808987 DOI: 10.1093/nar/gkp810] [Citation(s) in RCA: 294] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2009] [Revised: 09/10/2009] [Accepted: 09/14/2009] [Indexed: 11/17/2022] Open
Abstract
The PhosPhAt database of Arabidopsis phosphorylation sites was initially launched in August 2007. Since then, along with 10-fold increase in database entries, functionality of PhosPhAt (phosphat.mpimp-golm.mpg.de) has been considerably upgraded and re-designed. PhosPhAt is now more of a web application with the inclusion of advanced search functions allowing combinatorial searches by Boolean terms. The results output now includes interactive visualization of annotated fragmentation spectra and the ability to export spectra and peptide sequences as text files for use in other applications. We have also implemented dynamic links to other web resources thus augmenting PhosPhAt-specific information with external protein-related data. For experimental phosphorylation sites with information about dynamic behavior in response to external stimuli, we display simple time-resolved diagrams. We have included predictions for pT and pY sites and updated pS predictions. Access to prediction algorithm now allows 'on-the-fly' prediction of phosphorylation of any user-uploaded protein sequence. Protein Pfam domain structures are now mapped onto the protein sequence display next to experimental and predicted phosphorylation sites. Finally, we have implemented functional annotation of proteins using MAPMAN ontology. These new developments make the PhosPhAt resource a useful and powerful tool for the scientific community as a whole beyond the plant sciences.
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Affiliation(s)
- Pawel Durek
- Max Planck Institut für molekulare Pflanzenphysiologie, Am Mühlenberg 1, 14476 Golm, Germany Joint BioEnergy Institute, Lawrence Berkley National Laboratory, Berkeley, CA 94720, USA and The Sainsbury Laboratory, John Innes Centre, Norwich Research Park, Colney Lane, Norwich, NR4 7UH, UK
| | - Robert Schmidt
- Max Planck Institut für molekulare Pflanzenphysiologie, Am Mühlenberg 1, 14476 Golm, Germany Joint BioEnergy Institute, Lawrence Berkley National Laboratory, Berkeley, CA 94720, USA and The Sainsbury Laboratory, John Innes Centre, Norwich Research Park, Colney Lane, Norwich, NR4 7UH, UK
| | - Joshua L. Heazlewood
- Max Planck Institut für molekulare Pflanzenphysiologie, Am Mühlenberg 1, 14476 Golm, Germany Joint BioEnergy Institute, Lawrence Berkley National Laboratory, Berkeley, CA 94720, USA and The Sainsbury Laboratory, John Innes Centre, Norwich Research Park, Colney Lane, Norwich, NR4 7UH, UK
| | - Alexandra Jones
- Max Planck Institut für molekulare Pflanzenphysiologie, Am Mühlenberg 1, 14476 Golm, Germany Joint BioEnergy Institute, Lawrence Berkley National Laboratory, Berkeley, CA 94720, USA and The Sainsbury Laboratory, John Innes Centre, Norwich Research Park, Colney Lane, Norwich, NR4 7UH, UK
| | - Daniel MacLean
- Max Planck Institut für molekulare Pflanzenphysiologie, Am Mühlenberg 1, 14476 Golm, Germany Joint BioEnergy Institute, Lawrence Berkley National Laboratory, Berkeley, CA 94720, USA and The Sainsbury Laboratory, John Innes Centre, Norwich Research Park, Colney Lane, Norwich, NR4 7UH, UK
| | - Axel Nagel
- Max Planck Institut für molekulare Pflanzenphysiologie, Am Mühlenberg 1, 14476 Golm, Germany Joint BioEnergy Institute, Lawrence Berkley National Laboratory, Berkeley, CA 94720, USA and The Sainsbury Laboratory, John Innes Centre, Norwich Research Park, Colney Lane, Norwich, NR4 7UH, UK
| | - Birgit Kersten
- Max Planck Institut für molekulare Pflanzenphysiologie, Am Mühlenberg 1, 14476 Golm, Germany Joint BioEnergy Institute, Lawrence Berkley National Laboratory, Berkeley, CA 94720, USA and The Sainsbury Laboratory, John Innes Centre, Norwich Research Park, Colney Lane, Norwich, NR4 7UH, UK
| | - Waltraud X. Schulze
- Max Planck Institut für molekulare Pflanzenphysiologie, Am Mühlenberg 1, 14476 Golm, Germany Joint BioEnergy Institute, Lawrence Berkley National Laboratory, Berkeley, CA 94720, USA and The Sainsbury Laboratory, John Innes Centre, Norwich Research Park, Colney Lane, Norwich, NR4 7UH, UK
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Kim JA, Cho K, Singh R, Jung YH, Jeong SH, Kim SH, Lee JE, Cho YS, Agrawal GK, Rakwal R, Tamogami S, Kersten B, Jeon JS, An G, Jwa NS. Rice OsACDR1 (Oryza sativa accelerated cell death and resistance 1) is a potential positive regulator of fungal disease resistance. Mol Cells 2009; 28:431-9. [PMID: 19904499 DOI: 10.1007/s10059-009-0161-5] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2009] [Revised: 10/02/2009] [Accepted: 10/08/2009] [Indexed: 10/20/2022] Open
Abstract
Rice Oryza sativa accelerated cell death and resistance 1 (OsACDR1) encodes a putative Raf-like mitogen-activated protein kinase kinase kinase (MAPKKK). We had previously reported upregulation of the OsACDR1 transcript by a range of environmental stimuli involved in eliciting defense-related pathways. Here we apply biochemical, gain and loss-of-function approaches to characterize OsACDR1 function in rice. The OsACDR1 protein showed autophosphorylation and possessed kinase activity. Rice plants overexpressing OsACDR1 exhibited spontaneous hypersensitive response (HR)-like lesions on leaves, upregulation of defense-related marker genes and accumulation of phenolic compounds and secondary metabolites (phytoalexins). These transgenic plants also acquired enhanced resistance to a fungal pathogen (Magnaporthe grisea) and showed inhibition of appressorial penetration on the leaf surface. In contrast, loss-offunction and RNA silenced OsACDR1 rice mutant plants showed downregulation of defense-related marker genes expressions and susceptibility to M. grisea. Furthermore, transient expression of an OsACDR1:GFP fusion protein in rice protoplast and onion epidermal cells revealed its localization to the nucleus. These results indicate that OsACDR1 plays an important role in the positive regulation of disease resistance in rice.
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Affiliation(s)
- Jung-A Kim
- Department of Molecular Biology, College of Natural Science, Sejong University, Seoul 143-747, Korea
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Pérez-Rodríguez P, Riaño-Pachón DM, Corrêa LGG, Rensing SA, Kersten B, Mueller-Roeber B. PlnTFDB: updated content and new features of the plant transcription factor database. Nucleic Acids Res 2009; 38:D822-7. [PMID: 19858103 PMCID: PMC2808933 DOI: 10.1093/nar/gkp805] [Citation(s) in RCA: 489] [Impact Index Per Article: 32.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
The Plant Transcription Factor Database (PlnTFDB; http://plntfdb.bio.uni-potsdam.de/v3.0/) is an integrative database that provides putatively complete sets of transcription factors (TFs) and other transcriptional regulators (TRs) in plant species (sensu lato) whose genomes have been completely sequenced and annotated. The complete sets of 84 families of TFs and TRs from 19 species ranging from unicellular red and green algae to angiosperms are included in PlnTFDB, representing >1.6 billion years of evolution of gene regulatory networks. For each gene family, a basic description is provided that is complemented by literature references, and multiple sequence alignments of protein domains. TF or TR gene entries include information of expressed sequence tags, 3D protein structures of homologous proteins, domain architecture and cross-links to other computational resources online. Moreover, the different species in PlnTFDB are linked to each other by means of orthologous genes facilitating cross-species comparisons.
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Affiliation(s)
- Paulino Pérez-Rodríguez
- Department of Molecular Biology, Institute of Biochemistry and Biology, GoFORSYS, University of Potsdam, Karl-Liebknecht-Str 24-25, Haus 20, 14476 Potsdam-Golm, Germany
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Abstract
Phosphoproteomics involves identification of phosphoproteins, precise mapping, and quantification of phosphorylation sites, and eventually, revealing their biological function. In plants, several systematic phosphoproteomic analyses have recently been performed to optimize in vitro and in vivo technologies to reveal components of the phosphoproteome. The discovery of novel substrates for specific protein kinases is also an important issue. Development of a new tool has enabled rapid identification of potential kinase substrates such as kinase assays using plant protein microarrays. Progress has also been made in quantitative and dynamic analysis of mapped phosphorylation sites. Increased quantity of experimentally verified phosphorylation sites in plants has prompted the creation of dedicated web-resources for plant-specific phosphoproteomics data. This resulted in development of computational prediction methods yielding significantly improved sensitivity and specificity for the detection of phosphorylation sites in plants when compared to methods trained on less plant-specific data. In this review, we present an update on phosphoproteomic studies in plants and summarize the recent progress in the computational prediction of plant phosphorylation sites. The application of the experimental and computed results in understanding the phosphoproteomic networks of cellular and metabolic processes in plants is discussed. This is a continuation of our comprehensive review series on plant phosphoproteomics.
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Affiliation(s)
- Birgit Kersten
- Max Planck Institute for Molecular Plant Physiology, Potsdam-Golm, Germany.
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Vanbellingen T, Kersten B, Van Hemelrijk B, Van de Winckel A, Bertschi M, Müri R, De Weerdt W, Bohlhalter S. Comprehensive assessment of gesture production: a new test of upper limb apraxia (TULIA). Eur J Neurol 2009; 17:59-66. [DOI: 10.1111/j.1468-1331.2009.02741.x] [Citation(s) in RCA: 106] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Pajerowska-Mukhtar K, Stich B, Achenbach U, Ballvora A, Lübeck J, Strahwald J, Tacke E, Hofferbert HR, Ilarionova E, Bellin D, Walkemeier B, Basekow R, Kersten B, Gebhardt C. Single nucleotide polymorphisms in the allene oxide synthase 2 gene are associated with field resistance to late blight in populations of tetraploid potato cultivars. Genetics 2009; 181:1115-27. [PMID: 19139145 PMCID: PMC2651047 DOI: 10.1534/genetics.108.094268] [Citation(s) in RCA: 68] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2008] [Accepted: 01/08/2009] [Indexed: 11/18/2022] Open
Abstract
The oomycete Phytophthora infestans causes late blight, the most relevant disease of potato (Solanum tuberosum) worldwide. Field resistance to late blight is a complex trait. When potatoes are cultivated under long day conditions in temperate climates, this resistance is correlated with late plant maturity, an undesirable characteristic. Identification of natural gene variation underlying late blight resistance not compromised by late maturity will facilitate the selection of resistant cultivars and give new insight in the mechanisms controlling quantitative pathogen resistance. We tested 24 candidate loci for association with field resistance to late blight and plant maturity in a population of 184 tetraploid potato individuals. The individuals were genotyped for 230 single nucleotide polymorphisms (SNPs) and 166 microsatellite alleles. For association analysis we used a mixed model, taking into account population structure, kinship, allele substitution and interaction effects of the marker alleles at a locus with four allele doses. Nine SNPs were associated with maturity corrected resistance (P < 0.001), which collectively explained 50% of the genetic variance of this trait. A major association was found at the StAOS2 locus encoding allene oxide synthase 2, a key enzyme in the biosynthesis of jasmonates, plant hormones that function in defense signaling. This finding supports StAOS2 as being one of the factors controlling natural variation of pathogen resistance.
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Affiliation(s)
- Karolina Pajerowska-Mukhtar
- Max Planck Institute for Plant Breeding Research, Department for Plant Breeding and Genetics, Cologne, Germany
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Riaño-Pachón DM, Nagel A, Neigenfind J, Wagner R, Basekow R, Weber E, Mueller-Roeber B, Diehl S, Kersten B. GabiPD: the GABI primary database--a plant integrative 'omics' database. Nucleic Acids Res 2008; 37:D954-9. [PMID: 18812395 PMCID: PMC2686513 DOI: 10.1093/nar/gkn611] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
The GABI Primary Database, GabiPD (http://www.gabipd.org/), was established in the frame of the German initiative for Genome Analysis of the Plant Biological System (GABI). The goal of GabiPD is to collect, integrate, analyze and visualize primary information from GABI projects. GabiPD constitutes a repository and analysis platform for a wide array of heterogeneous data from high-throughput experiments in several plant species. Data from different ‘omics’ fronts are incorporated (i.e. genomics, transcriptomics, proteomics and metabolomics), originating from 14 different model or crop species. We have developed the concept of GreenCards for text-based retrieval of all data types in GabiPD (e.g. clones, genes, mutant lines). All data types point to a central Gene GreenCard, where gene information is integrated from genome projects or NCBI UniGene sets. The centralized Gene GreenCard allows visualizing ESTs aligned to annotated transcripts as well as displaying identified protein domains and gene structure. Moreover, GabiPD makes available interactive genetic maps from potato and barley, and protein 2DE gels from Arabidopsis thaliana and Brassica napus. Gene expression and metabolic-profiling data can be visualized through MapManWeb. By the integration of complex data in a framework of existing knowledge, GabiPD provides new insights and allows for new interpretations of the data.
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Affiliation(s)
- Diego Mauricio Riaño-Pachón
- GabiPD team, Bioinformatics group, Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, Berlin, Germany
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Neigenfind J, Gyetvai G, Basekow R, Diehl S, Achenbach U, Gebhardt C, Selbig J, Kersten B. Haplotype inference from unphased SNP data in heterozygous polyploids based on SAT. BMC Genomics 2008; 9:356. [PMID: 18667059 PMCID: PMC2566320 DOI: 10.1186/1471-2164-9-356] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2008] [Accepted: 07/30/2008] [Indexed: 12/13/2022] Open
Abstract
Background Haplotype inference based on unphased SNP markers is an important task in population genetics. Although there are different approaches to the inference of haplotypes in diploid species, the existing software is not suitable for inferring haplotypes from unphased SNP data in polyploid species, such as the cultivated potato (Solanum tuberosum). Potato species are tetraploid and highly heterozygous. Results Here we present the software SATlotyper which is able to handle polyploid and polyallelic data. SATlo-typer uses the Boolean satisfiability problem to formulate Haplotype Inference by Pure Parsimony. The software excludes existing haplotype inferences, thus allowing for calculation of alternative inferences. As it is not known which of the multiple haplotype inferences are best supported by the given unphased data set, we use a bootstrapping procedure that allows for scoring of alternative inferences. Finally, by means of the bootstrapping scores, it is possible to optimise the phased genotypes belonging to a given haplotype inference. The program is evaluated with simulated and experimental SNP data generated for heterozygous tetraploid populations of potato. We show that, instead of taking the first haplotype inference reported by the program, we can significantly improve the quality of the final result by applying additional methods that include scoring of the alternative haplotype inferences and genotype optimisation. For a sub-population of nineteen individuals, the predicted results computed by SATlotyper were directly compared with results obtained by experimental haplotype inference via sequencing of cloned amplicons. Prediction and experiment gave similar results regarding the inferred haplotypes and phased genotypes. Conclusion Our results suggest that Haplotype Inference by Pure Parsimony can be solved efficiently by the SAT approach, even for data sets of unphased SNP from heterozygous polyploids. SATlotyper is freeware and is distributed as a Java JAR file. The software can be downloaded from the webpage of the GABI Primary Database at . The application of SATlotyper will provide haplotype information, which can be used in haplotype association mapping studies of polyploid plants.
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Affiliation(s)
- Jost Neigenfind
- Bioinformatics, GabiPD team, Max Planck Institute of Molecular Plant Physiology, 14424 Potsdam-Golm, Germany.
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Abstract
Identifying protein kinase substrates is one major focus of protein kinase research and supports the elucidation of signal transduction pathways and their complex regulation. In this chapter we describe a protein microarray-based in vitro method, which permits a systematic screening of immobilized proteins for their phosphorylation by specific protein kinases. This high-throughput method allows the identification of potential kinase substrates. The method starts with plant protein microarrays containing hundreds of purified recombinant His-tagged proteins. The microarrays have to be incubated with the soluble and active kinase in the presence of radioactive [gamma33-P]ATP. Only small volumes of active kinase are needed for one microarray experiment. Radioactive signals are then detectable by phosphor imager or X-ray film. The identified potential substrates have to be verified by other in vitro or in vivo methods, as both the kinase and the substrate may not interact with each other under in vivo conditions. This screening method could be generally applicable for direct identification of candidate substrates of various protein kinases.
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Affiliation(s)
- Tanja Feilner
- Department of Biochemistry, University College Cork, Ireland
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Abstract
The application of proteomics methods, such as the protein microarray technology, in plant science has been strongly supported by the completion of genome sequencing projects of Arabidopsis thaliana and rice. In this chapter we describe a method to generate plant protein microarrays and to use them for characterizing monoclonal antibodies or polyclonal sera with regard to their specificity and cross-reactivity. The method starts with characterized E. coli cDNA expression clones encoding His-tagged plant proteins. After expression and purification of these recombinant proteins in high throughput, protein microarrays are generated utilizing a contact printer. For the detection of the recombinant proteins on the microarrays, an anti-RGS-His6 antibody is used. To characterize specific antibodies, the microarrays are incubated with the respective antibody solutions followed by fluorescently labeled secondary antibodies. Signal detection is performed by means of an arrayscanner system. Protein microarrays containing the whole proteome of a plant will represent the ideal format to test antibody specificity and cross-reactivity in the future.
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Affiliation(s)
- Birgit Kersten
- RZPD German Resource Center for Genome Research GmbH, Berlin
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Abstract
Phosphoproteomics can be defined as the comprehensive study of protein phosphorylation by identification of the phosphoproteins, exact mapping of the phosphorylation sites, quantification of phosphorylation, and eventually, revealing their biological function. Its place in today's research is vitally important to address the most fundamental question - how the phosphorylation events control most, if not all, of the cellular processes in a given organism? Despite the immense importance of phosphorylation, the analysis of phosphoproteins on a proteome-wide scale remains a formidable challenge. Nevertheless, several technologies have been developed, mostly in yeast and mammals, to conduct a large-scale phosphoproteomic study. Some of these technologies have been successfully applied to plants with a few modifications, resulting in documentation of phosphoproteins, phosphorylation site mapping, identification of protein kinase substrates, etc. at the global level. In this review, we summarize in vitro and in vivo approaches for detection and analysis of phosphoproteins including protein kinases and we discuss the importance of phosphoproteomics in understanding plant biology. These approaches along with bioinformatics will help plant researchers to design and apply suitable phosphoproteomic strategies in helping to find answers to their biological questions.
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Affiliation(s)
- Birgit Kersten
- RZPD German Resource Center for Genome Research GmbH, Berlin, Germany
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Adornetto-Garcia D, Kersten B, Koval E, Vines L. Creating a staffing model for rn blood and marrow transplantation coordinators in the pre-transplant phase of the blood and marrow transplantation journey. Biol Blood Marrow Transplant 2006. [DOI: 10.1016/j.bbmt.2005.11.509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Grelle G, Kostka S, Otto A, Kersten B, Genser KF, Müller EC, Wälter S, Böddrich A, Stelzl U, Hänig C, Volkmer-Engert R, Landgraf C, Alberti S, Höhfeld J, Strödicke M, Wanker EE. Identification of VCP/p97, Carboxyl Terminus of Hsp70-interacting Protein (CHIP), and Amphiphysin II Interaction Partners Using Membrane-based Human Proteome Arrays. Mol Cell Proteomics 2006; 5:234-44. [PMID: 16275660 DOI: 10.1074/mcp.m500198-mcp200] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Proteins mediate their biological function through interactions with other proteins. Therefore, the systematic identification and characterization of protein-protein interactions have become a powerful proteomic strategy to understand protein function and comprehensive cellular regulatory networks. For the screening of valosin-containing protein, carboxyl terminus of Hsp70-interacting protein (CHIP), and amphiphysin II interaction partners, we utilized a membrane-based array technology that allows the identification of human protein-protein interactions with crude bacterial cell extracts. Many novel interaction pairs such as valosin-containing protein/autocrine motility factor receptor, CHIP/caytaxin, or amphiphysin II/DLP4 were identified and subsequently confirmed by pull-down, two-hybrid and co-immunoprecipitation experiments. In addition, assays were performed to validate the interactions functionally. CHIP e.g. was found to efficiently polyubiquitinate caytaxin in vitro, suggesting that it might influence caytaxin degradation in vivo. Using peptide arrays, we also identified the binding motifs in the proteins DLP4, XRCC4, and fructose-1,6-bisphosphatase, which are crucial for the association with the Src homology 3 domain of amphiphysin II. Together these studies indicate that our human proteome array technology permits the identification of protein-protein interactions that are functionally involved in neurodegenerative disease processes, the degradation of protein substrates, and the transport of membrane vesicles.
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Affiliation(s)
- Gerlinde Grelle
- Max-Delbrück-Centrum für Molekulare Medizin, Robert-Rössle-Strasse 10, D-13125 Berlin-Buch, Germany
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Abstract
AIM During lower limb immobilization, patients are at risk to develop deep venous thrombosis. Recently, a water-pad was developed that should counteract venous stasis. The water-pad, located under the plaster, mobilizes water from the foot to the calf during weight bearing and, thereby, imitates muscle pump function. The purpose of this study was to assess the effect of the water-pad on venous pump function in healthy individuals. METHODS In 21 healthy subjects (10 men and 11 women) both legs were plastered. Venous pump function was assessed by plethysmography measuring lower leg venous ejection fraction and volume. Subjects were tilted from the supine position to upright standing to determine total venous volume. Hereafter, stepping was performed to measure venous ejection fraction and volume under different filling conditions of the water-pad (0, 50, 100, 150, 200, 250 and 300 mL). Different sizes of water-pads (small, medium and large) were applied to each plastered leg in order to test the effectiveness and to relate optimum size to anthropometrical data. RESULTS The venous ejection fraction increased significantly from 30 +/- 17% to a maximum of 42 +/- 19% during stepping with increasing filling condition (RM anova; P = 0.009). Ejection volume also enhanced significantly during stepping with increasing filling condition from 1.3 +/- 0.7 to 1.9 +/- 0.9 mL (100 mL)(-1) (RM ANOVA; P = 0.006). The optimal filling condition of the water-pad depended on the water-pad size, while body height was the best predictive value for the water-pad size (Pearson's R = 0.72, P < 0.001). CONCLUSION The filled water-pad markedly increased the venous ejection fraction and volume of the lower leg during stepping, hereby counteracting stasis of venous blood in the immobilized lower leg. Therefore, the water-pad seems to be a promising tool to prevent deep venous thrombosis during periods of lower leg immobilization.
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Affiliation(s)
- F Poelkens
- Fysiorun, Research Centre, Radboud University Nijmegen Medical Centre, The Netherlands
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Feilner T, Hultschig C, Lee J, Meyer S, Immink RGH, Koenig A, Possling A, Seitz H, Beveridge A, Scheel D, Cahill DJ, Lehrach H, Kreutzberger J, Kersten B. High Throughput Identification of Potential Arabidopsis Mitogen-activated Protein Kinases Substrates. Mol Cell Proteomics 2005; 4:1558-68. [PMID: 16009969 DOI: 10.1074/mcp.m500007-mcp200] [Citation(s) in RCA: 165] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Mitogen-activated protein kinase (MAPK) cascades are universal and highly conserved signal transduction modules in eucaryotes, including plants. These protein phosphorylation cascades link extracellular stimuli to a wide range of cellular responses. However, the underlying mechanisms are so far unknown as information about phosphorylation substrates of plant MAPKs is lacking. In this study we addressed the challenging task of identifying potential substrates for Arabidopsis thaliana mitogen-activated protein kinases MPK3 and MPK6, which are activated by many environmental stress factors. For this purpose, we developed a novel protein microarray-based proteomic method allowing high throughput study of protein phosphorylation. We generated protein microarrays including 1,690 Arabidopsis proteins, which were obtained from the expression of an almost nonredundant uniclone set derived from an inflorescence meristem cDNA expression library. Microarrays were incubated with MAPKs in the presence of radioactive ATP. Using a threshold-based quantification method to evaluate the microarray results, we were able to identify 48 potential substrates of MPK3 and 39 of MPK6. 26 of them are common for both kinases. One of the identified MPK6 substrates, 1-aminocyclopropane-1-carboxylic acid synthase-6, was just recently shown as the first plant MAPK substrate in vivo, demonstrating the potential of our method to identify substrates with physiological relevance. Furthermore we revealed transcription factors, transcription regulators, splicing factors, receptors, histones, and others as candidate substrates indicating that regulation in response to MAPK signaling is very complex and not restricted to the transcriptional level. Nearly all of the 48 potential MPK3 substrates were confirmed by other in vitro methods. As a whole, our approach makes it possible to shortlist candidate substrates of mitogen-activated protein kinases as well as those of other protein kinases for further analysis. Follow-up in vivo experiments are essential to evaluate their physiological relevance.
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Affiliation(s)
- Tanja Feilner
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics (MPI-MG), Ihnestr. 73, 14195 Berlin, Germany
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Kersten B, Possling A, Blaesing F, Mirgorodskaya E, Gobom J, Seitz H. Protein microarray technology and ultraviolet crosslinking combined with mass spectrometry for the analysis of protein-DNA interactions. Anal Biochem 2005; 331:303-13. [PMID: 15265736 DOI: 10.1016/j.ab.2004.05.008] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2004] [Indexed: 11/30/2022]
Abstract
To gain insights into complex biological processes, such as transcription and replication, the analysis of protein-DNA interactions and the determination of their sequence requirements are of central importance. In this study, we probed protein microarray technology and ultraviolet crosslinking combined with mass spectrometry (MS) for their practicability to study protein-DNA interactions. We chose as a model system the well-characterized interaction of bacterial replication initiator DnaA with its cognate binding site, the DnaA box. Interactions of DnaA domain 4 with a high-affinity DnaA box (R4) and with a low-affinity DnaA box (R3) were compared. A mutant DnaA domain 4, A440V, was included in the study. DnaA domain 4, wt, spotted onto FAST slides, revealed a strong signal only with a Cy5-labeled, double-stranded, 21-mer oligonucleotide containing DnaA box R4. No signals were obtained when applying the mutant protein. Ultraviolet crosslinking combined with nanoLC/MALDI-TOF MS located the site of interaction to a peptide spanning amino acids 433- 442 of Escherichia coli DnaA. This fragment contains six residues that were identified as being involved in DNA binding by recently published crystal structure and nuclear magnetic resonance (NMR) analysis. In the future, the technologies applied in this study will become important tools for studying protein-DNA interactions.
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Affiliation(s)
- Birgit Kersten
- Department Lehrach, Max Planck Institute for Molecular Genetics, Ihnestrasse 73, D-14195 Berlin, Germany.
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