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Burke R, McCabe A, Sonawane NR, Rathod MH, Whelan CV, McCabe PF, Kacprzyk J. Arabidopsis cell suspension culture and RNA sequencing reveal regulatory networks underlying plant-programmed cell death. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2023; 115:1465-1485. [PMID: 37531399 DOI: 10.1111/tpj.16407] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 06/27/2023] [Accepted: 07/20/2023] [Indexed: 08/04/2023]
Abstract
Programmed cell death (PCD) facilitates selective, genetically controlled elimination of redundant, damaged, or infected cells. In plants, PCD is often an essential component of normal development and can mediate responses to abiotic and biotic stress stimuli. However, studying the transcriptional regulation of PCD is hindered by difficulties in sampling small groups of dying cells that are often buried within the bulk of living plant tissue. We addressed this challenge by using RNA sequencing and Arabidopsis thaliana suspension cells, a model system that allows precise monitoring of PCD rates. The use of three PCD-inducing treatments (salicylic acid, heat, and critical dilution), in combination with three cell death modulators (3-methyladenine, lanthanum chloride, and conditioned medium), enabled isolation of candidate core- and stimuli-specific PCD genes, inference of underlying regulatory networks and identification of putative transcriptional regulators of PCD in plants. This analysis underscored a disturbance of the cell cycle and mitochondrial retrograde signaling, and repression of pro-survival stress responses, as key elements of the PCD-associated transcriptional signature. Further, phenotyping of Arabidopsis T-DNA insertion mutants in selected candidate genes validated the potential of generated resources to identify novel genes involved in plant PCD pathways and/or stress tolerance.
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Affiliation(s)
- Rory Burke
- School of Biology and Environmental Science, University College Dublin, Dublin 4, Ireland
| | - Aideen McCabe
- School of Biology and Environmental Science, University College Dublin, Dublin 4, Ireland
| | - Neetu Ramesh Sonawane
- School of Biology and Environmental Science, University College Dublin, Dublin 4, Ireland
| | - Meet Hasmukh Rathod
- School of Biology and Environmental Science, University College Dublin, Dublin 4, Ireland
| | - Conor V Whelan
- School of Biology and Environmental Science, University College Dublin, Dublin 4, Ireland
| | - Paul F McCabe
- School of Biology and Environmental Science, University College Dublin, Dublin 4, Ireland
| | - Joanna Kacprzyk
- School of Biology and Environmental Science, University College Dublin, Dublin 4, Ireland
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2
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Meckoni SN, Nass B, Pucker B. Phylogenetic placement of Ceratophyllum submersum based on a complete plastome sequence derived from nanopore long read sequencing data. BMC Res Notes 2023; 16:187. [PMID: 37626355 PMCID: PMC10464454 DOI: 10.1186/s13104-023-06459-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Accepted: 08/14/2023] [Indexed: 08/27/2023] Open
Abstract
OBJECTIVE Eutrophication poses a mounting concern in today's world. Ceratophyllum submersum L. is one of many plants capable of living in eutrophic conditions, therefore it could play a critical role in addressing the problem of eutrophication. This study aimed to take a first genomic look at C. submersum. RESULTS Sequencing of gDNA from C. submersum yielded enough reads to assemble a plastome. Subsequent annotation and phylogenetic analysis validated existing information regarding angiosperm relationships and the positioning of Ceratophylalles in a wider phylogenetic context.
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Affiliation(s)
- Samuel Nestor Meckoni
- Plant Biotechnology and Bioinformatics, Institute of Plant Biology, TU Braunschweig, 38106, Braunschweig, Germany
| | - Benneth Nass
- Plant Biotechnology and Bioinformatics, Institute of Plant Biology, TU Braunschweig, 38106, Braunschweig, Germany
- Faculty of Environmental Sciences, Czech University of Life Sciences Prague, Kamýcká 129, Praha 6 - Suchdol, CZ-165 21, Prague, Czech Republic
| | - Boas Pucker
- Plant Biotechnology and Bioinformatics, Institute of Plant Biology, TU Braunschweig, 38106, Braunschweig, Germany.
- Braunschweig Integrated Centre of Systems Biology (BRICS), TU Braunschweig, 38106, Braunschweig, Germany.
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Busche M, Pucker B, Weisshaar B, Stracke R. Three R2R3-MYB transcription factors from banana (Musa acuminata) activate structural anthocyanin biosynthesis genes as part of an MBW complex. BMC Res Notes 2023; 16:103. [PMID: 37312204 DOI: 10.1186/s13104-023-06375-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Accepted: 06/02/2023] [Indexed: 06/15/2023] Open
Abstract
OBJECTIVE Bananas are one of the most popular fruits in the world, providing food security and employment opportunities in several developing countries. Increasing the anthocyanin content of banana fruit could improve the health-promoting properties. Anthocyanin biosynthesis is largely regulated at the transcriptional level. However, relatively little is known about the transcriptional activation of anthocyanin biosynthesis in banana. RESULTS We analysed the regulatory activity of three Musa acuminata MYBs that were predicted by bioinformatic analysis to transcriptionally regulate anthocyanin biosynthesis in banana. MaMYBA1, MaMYBA2 and MaMYBPA2 did not complement the anthocyanin-deficient phenotype of the Arabidopsis thaliana pap1/pap2 mutant. However, co-transfection experiments in A. thaliana protoplasts showed that MaMYBA1, MaMYBA2 and MaMYBPA2 function as components of a transcription factor complex with a bHLH and WD40 protein, the so called MBW complex, resulting in the activation of the A. thaliana ANTHOCYANIDIN SYNTHASE and DIHYDROFLAVONOL 4-REDUCTASE promoters. The activation potential of MaMYBA1, MaMYBA2 and MaMYBPA2 was increased when combined with the monocot Zea mays bHLH ZmR instead of the dicot AtEGL3. This work paves the path towards decoding the MBW complex-mediated transcriptional activation of anthocyanin biosynthesis in banana. It will also facilitate research towards increased anthocyanin content in banana and other monocot crops.
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Affiliation(s)
- Mareike Busche
- Genetics and Genomics of Plants, Faculty of Biology, Bielefeld University, 33615, Bielefeld, Germany
| | - Boas Pucker
- Institute of Plant Biology & Braunschweig Integrated Centre of Systems Biology (BRICS), TU Braunschweig, 38106, Braunschweig, Germany
| | - Bernd Weisshaar
- Genetics and Genomics of Plants, Faculty of Biology, Bielefeld University, 33615, Bielefeld, Germany
| | - Ralf Stracke
- Genetics and Genomics of Plants, Faculty of Biology, Bielefeld University, 33615, Bielefeld, Germany.
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4
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Tailoring sensory properties of plant cell cultures for food use. Food Res Int 2022; 157:111440. [DOI: 10.1016/j.foodres.2022.111440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Revised: 05/16/2022] [Accepted: 05/26/2022] [Indexed: 11/20/2022]
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5
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Kirov I, Merkulov P, Dudnikov M, Polkhovskaya E, Komakhin RA, Konstantinov Z, Gvaramiya S, Ermolaev A, Kudryavtseva N, Gilyok M, Divashuk MG, Karlov GI, Soloviev A. Transposons Hidden in Arabidopsis thaliana Genome Assembly Gaps and Mobilization of Non-Autonomous LTR Retrotransposons Unravelled by Nanotei Pipeline. PLANTS (BASEL, SWITZERLAND) 2021; 10:2681. [PMID: 34961152 PMCID: PMC8704663 DOI: 10.3390/plants10122681] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 11/26/2021] [Accepted: 12/02/2021] [Indexed: 06/12/2023]
Abstract
Long-read data is a great tool to discover new active transposable elements (TEs). However, no ready-to-use tools were available to gather this information from low coverage ONT datasets. Here, we developed a novel pipeline, nanotei, that allows detection of TE-contained structural variants, including individual TE transpositions. We exploited this pipeline to identify TE insertion in the Arabidopsis thaliana genome. Using nanotei, we identified tens of TE copies, including ones for the well-characterized ONSEN retrotransposon family that were hidden in genome assembly gaps. The results demonstrate that some TEs are inaccessible for analysis with the current A. thaliana (TAIR10.1) genome assembly. We further explored the mobilome of the ddm1 mutant with elevated TE activity. Nanotei captured all TEs previously known to be active in ddm1 and also identified transposition of non-autonomous TEs. Of them, one non-autonomous TE derived from (AT5TE33540) belongs to TR-GAG retrotransposons with a single open reading frame (ORF) encoding the GAG protein. These results provide the first direct evidence that TR-GAGs and other non-autonomous LTR retrotransposons can transpose in the plant genome, albeit in the absence of most of the encoded proteins. In summary, nanotei is a useful tool to detect active TEs and their insertions in plant genomes using low-coverage data from Nanopore genome sequencing.
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Affiliation(s)
- Ilya Kirov
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia; (P.M.); (M.D.); (E.P.); (R.A.K.); (Z.K.); (S.G.); (M.G.); (M.G.D.); (G.I.K.); (A.S.)
- Kurchatov Genomics Center of ARRIAB, All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia
| | - Pavel Merkulov
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia; (P.M.); (M.D.); (E.P.); (R.A.K.); (Z.K.); (S.G.); (M.G.); (M.G.D.); (G.I.K.); (A.S.)
| | - Maxim Dudnikov
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia; (P.M.); (M.D.); (E.P.); (R.A.K.); (Z.K.); (S.G.); (M.G.); (M.G.D.); (G.I.K.); (A.S.)
- Kurchatov Genomics Center of ARRIAB, All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia
| | - Ekaterina Polkhovskaya
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia; (P.M.); (M.D.); (E.P.); (R.A.K.); (Z.K.); (S.G.); (M.G.); (M.G.D.); (G.I.K.); (A.S.)
| | - Roman A. Komakhin
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia; (P.M.); (M.D.); (E.P.); (R.A.K.); (Z.K.); (S.G.); (M.G.); (M.G.D.); (G.I.K.); (A.S.)
| | - Zakhar Konstantinov
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia; (P.M.); (M.D.); (E.P.); (R.A.K.); (Z.K.); (S.G.); (M.G.); (M.G.D.); (G.I.K.); (A.S.)
| | - Sofya Gvaramiya
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia; (P.M.); (M.D.); (E.P.); (R.A.K.); (Z.K.); (S.G.); (M.G.); (M.G.D.); (G.I.K.); (A.S.)
| | - Aleksey Ermolaev
- Center of Molecular Biotechnology, Russian State Agrarian University-Moscow Timiryazev Agricultural Academy, 127550 Moscow, Russia; (A.E.); (N.K.)
| | - Natalya Kudryavtseva
- Center of Molecular Biotechnology, Russian State Agrarian University-Moscow Timiryazev Agricultural Academy, 127550 Moscow, Russia; (A.E.); (N.K.)
| | - Marina Gilyok
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia; (P.M.); (M.D.); (E.P.); (R.A.K.); (Z.K.); (S.G.); (M.G.); (M.G.D.); (G.I.K.); (A.S.)
| | - Mikhail G. Divashuk
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia; (P.M.); (M.D.); (E.P.); (R.A.K.); (Z.K.); (S.G.); (M.G.); (M.G.D.); (G.I.K.); (A.S.)
- Kurchatov Genomics Center of ARRIAB, All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia
| | - Gennady I. Karlov
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia; (P.M.); (M.D.); (E.P.); (R.A.K.); (Z.K.); (S.G.); (M.G.); (M.G.D.); (G.I.K.); (A.S.)
| | - Alexander Soloviev
- All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya Str. 42, 127550 Moscow, Russia; (P.M.); (M.D.); (E.P.); (R.A.K.); (Z.K.); (S.G.); (M.G.); (M.G.D.); (G.I.K.); (A.S.)
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Wu T, Kerbler SM, Fernie AR, Zhang Y. Plant cell cultures as heterologous bio-factories for secondary metabolite production. PLANT COMMUNICATIONS 2021; 2:100235. [PMID: 34746764 PMCID: PMC8554037 DOI: 10.1016/j.xplc.2021.100235] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Revised: 07/27/2021] [Accepted: 08/19/2021] [Indexed: 05/06/2023]
Abstract
Synthetic biology has been developing rapidly in the last decade and is attracting increasing attention from many plant biologists. The production of high-value plant-specific secondary metabolites is, however, limited mostly to microbes. This is potentially problematic because of incorrect post-translational modification of proteins and differences in protein micro-compartmentalization, substrate availability, chaperone availability, product toxicity, and cytochrome p450 reductase enzymes. Unlike other heterologous systems, plant cells may be a promising alternative for the production of high-value metabolites. Several commercial plant suspension cell cultures from different plant species have been used successfully to produce valuable metabolites in a safe, low cost, and environmentally friendly manner. However, few metabolites are currently being biosynthesized using plant platforms, with the exception of the natural pigment anthocyanin. Both Arabidopsis thaliana and Nicotiana tabacum cell cultures can be developed by multiple gene transformations and CRISPR-Cas9 genome editing. Given that the introduction of heterologous biosynthetic pathways into Arabidopsis and N. tabacum is not widely used, the biosynthesis of foreign metabolites is currently limited; however, therein lies great potential. Here, we discuss the exemplary use of plant cell cultures and prospects for using A. thaliana and N. tabacum cell cultures to produce valuable plant-specific metabolites.
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Affiliation(s)
- Tong Wu
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Am Mühlenberg 1, 14476 Potsdam-Golm, Germany
| | - Sandra M. Kerbler
- Leibniz-Institute für Gemüse- und Zierpflanzenbau, Theodor-Echtermeyer-Weg 1, 14979 Groβbeeren, Germany
| | - Alisdair R. Fernie
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Am Mühlenberg 1, 14476 Potsdam-Golm, Germany
- Center of Plant Systems Biology and Biotechnology, 4000 Plovdiv, Bulgaria
| | - Youjun Zhang
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Am Mühlenberg 1, 14476 Potsdam-Golm, Germany
- Center of Plant Systems Biology and Biotechnology, 4000 Plovdiv, Bulgaria
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Pucker B, Kleinbölting N, Weisshaar B. Large scale genomic rearrangements in selected Arabidopsis thaliana T-DNA lines are caused by T-DNA insertion mutagenesis. BMC Genomics 2021; 22:599. [PMID: 34362298 PMCID: PMC8348815 DOI: 10.1186/s12864-021-07877-8] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2021] [Accepted: 07/06/2021] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Experimental proof of gene function assignments in plants is based on mutant analyses. T-DNA insertion lines provided an invaluable resource of mutants and enabled systematic reverse genetics-based investigation of the functions of Arabidopsis thaliana genes during the last decades. RESULTS We sequenced the genomes of 14 A. thaliana GABI-Kat T-DNA insertion lines, which eluded flanking sequence tag-based attempts to characterize their insertion loci, with Oxford Nanopore Technologies (ONT) long reads. Complex T-DNA insertions were resolved and 11 previously unknown T-DNA loci identified, resulting in about 2 T-DNA insertions per line and suggesting that this number was previously underestimated. T-DNA mutagenesis caused fusions of chromosomes along with compensating translocations to keep the gene set complete throughout meiosis. Also, an inverted duplication of 800 kbp was detected. About 10 % of GABI-Kat lines might be affected by chromosomal rearrangements, some of which do not involve T-DNA. Local assembly of selected reads was shown to be a computationally effective method to resolve the structure of T-DNA insertion loci. We developed an automated workflow to support investigation of long read data from T-DNA insertion lines. All steps from DNA extraction to assembly of T-DNA loci can be completed within days. CONCLUSIONS Long read sequencing was demonstrated to be an effective way to resolve complex T-DNA insertions and chromosome fusions. Many T-DNA insertions comprise not just a single T-DNA, but complex arrays of multiple T-DNAs. It is becoming obvious that T-DNA insertion alleles must be characterized by exact identification of both T-DNA::genome junctions to generate clear genotype-to-phenotype relations.
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Affiliation(s)
- Boas Pucker
- Genetics and Genomics of Plants, Center for Biotechnology (CeBiTec), Bielefeld University, Sequenz 1, 33615 Bielefeld, Germany
- Evolution and Diversity, Department of Plant Sciences, University of Cambridge, Cambridge, UK
| | - Nils Kleinbölting
- Bioinformatics Resource Facility, Center for Biotechnology (CeBiTec, Bielefeld University, Sequenz 1, 33615 Bielefeld, Germany
| | - Bernd Weisshaar
- Genetics and Genomics of Plants, Center for Biotechnology (CeBiTec), Bielefeld University, Sequenz 1, 33615 Bielefeld, Germany
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8
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Siadjeu C, Pucker B, Viehöver P, Albach DC, Weisshaar B. High Contiguity De Novo Genome Sequence Assembly of Trifoliate Yam ( Dioscorea dumetorum) Using Long Read Sequencing. Genes (Basel) 2020; 11:E274. [PMID: 32143301 PMCID: PMC7140821 DOI: 10.3390/genes11030274] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Revised: 02/25/2020] [Accepted: 02/29/2020] [Indexed: 12/17/2022] Open
Abstract
Trifoliate yam (Dioscorea dumetorum) is one example of an orphan crop, not traded internationally. Post-harvest hardening of the tubers of this species starts within 24 h after harvesting and renders the tubers inedible. Genomic resources are required for D. dumetorum to improve breeding for non-hardening varieties as well as for other traits. We sequenced the D. dumetorum genome and generated the corresponding annotation. The two haplophases of this highly heterozygous genome were separated to a large extent. The assembly represents 485 Mbp of the genome with an N50 of over 3.2 Mbp. A total of 35,269 protein-encoding gene models as well as 9941 non-coding RNA genes were predicted, and functional annotations were assigned.
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Affiliation(s)
- Christian Siadjeu
- Institute for Biology and Environmental Sciences, Biodiversity and Evolution of Plants, Carl-von-Ossietzky University Oldenburg, Carl-von-Ossietzky Str. 9-11, 26111 Oldenburg, Germany; (C.S.); (D.C.A.)
- Genetics and Genomics of Plants, Faculty of Biology, Center for Biotechnology (CeBiTec), Bielefeld University, Sequenz 1, 33615 Bielefeld, NRW, Germany; (B.P.); (P.V.)
| | - Boas Pucker
- Genetics and Genomics of Plants, Faculty of Biology, Center for Biotechnology (CeBiTec), Bielefeld University, Sequenz 1, 33615 Bielefeld, NRW, Germany; (B.P.); (P.V.)
- Molecular Genetics and Physiology of Plants, Faculty of Biology and Biotechnology, Ruhr-University Bochum, Universitätsstraße 150, 44801 Bochum, Germany
| | - Prisca Viehöver
- Genetics and Genomics of Plants, Faculty of Biology, Center for Biotechnology (CeBiTec), Bielefeld University, Sequenz 1, 33615 Bielefeld, NRW, Germany; (B.P.); (P.V.)
| | - Dirk C. Albach
- Institute for Biology and Environmental Sciences, Biodiversity and Evolution of Plants, Carl-von-Ossietzky University Oldenburg, Carl-von-Ossietzky Str. 9-11, 26111 Oldenburg, Germany; (C.S.); (D.C.A.)
| | - Bernd Weisshaar
- Genetics and Genomics of Plants, Faculty of Biology, Center for Biotechnology (CeBiTec), Bielefeld University, Sequenz 1, 33615 Bielefeld, NRW, Germany; (B.P.); (P.V.)
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