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      The rolB‐transgenic Nicotiana tabacum plants exhibit upregulated ARF7 and ARF19 gene expression

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          Abstract

          Agrobacterium rhizogenes root oncogenic locus B ( rolB) is known to induce hairy roots along with triggering several physiological and morphological changes when present as a transgene. However, it is still unknown how this gene triggers these changes within the plant system. In this study, the effect of rolB in‐planta, when present as a transgene, was assessed on the gene expression levels of auxin response factors ( ARFs)—transcription factors which are key players in auxin‐mediated responses. The goal was to uncover Auxin/ ARF‐driven transcriptional networks potentially active and working selectively, if any, in rolB transgenic background, which might potentially be associated with hairy root development. Hence, the approach involved establishing rolB‐transgenic Nicotiana tabacum plants, selecting ARFs (Nt ARFs) for context‐relevance using bioinformatics followed by gene expression profiling. It was observed that out of the chosen Nt ARFs, Nt ARF7 and Nt ARF19 exhibited a consistent pattern of gene upregulation across organ types. In order to understand the significance of these selective gene upregulation, ontology‐based transcriptional network maps of the differentially and nondifferentially expressed ARFs were constructed, guided by co‐expression databases. The network maps suggested that Nt ARF7‐Nt ARF19 might have major deterministic, underappreciated roles to play in root development in a rolB‐transgenic background—as observed by higher number of “root‐related” biological processes present as nodes compared to network maps for similarly constructed other non‐differentially expressed ARFs. Based on the inferences drawn, it is hypothesized that rolB, when present as a transgene, might drive hairy root development by selective induction of Nt ARF7 and Nt ARF19, suggesting a functional link between the two, leading to the specialized and characteristic rolB‐associated traits.

          Significance statement

          In this study, it was observed that Nt ARF7 and Nt ARF19 are upregulated in rolB‐transgenic Nicotiana tabacum plants. To understand their potential relevance, Gene Ontology‐based transcriptional network maps for differentially and nondifferentially expressed ARFs were constructed. Higher number of “root‐related” biological processes were observed for differentially upregulated ARFs as compared with nondifferentially expressed ARFs. Based on the inferences, the existence of a functional link was postulated between rolB and auxin via Nt ARF7‐Nt ARF19 leading to the characteristic rolB‐associated hairy root development in rolB‐transgenic background.

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          Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method.

          The two most commonly used methods to analyze data from real-time, quantitative PCR experiments are absolute quantification and relative quantification. Absolute quantification determines the input copy number, usually by relating the PCR signal to a standard curve. Relative quantification relates the PCR signal of the target transcript in a treatment group to that of another sample such as an untreated control. The 2(-Delta Delta C(T)) method is a convenient way to analyze the relative changes in gene expression from real-time quantitative PCR experiments. The purpose of this report is to present the derivation, assumptions, and applications of the 2(-Delta Delta C(T)) method. In addition, we present the derivation and applications of two variations of the 2(-Delta Delta C(T)) method that may be useful in the analysis of real-time, quantitative PCR data. Copyright 2001 Elsevier Science (USA).
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            Cytoscape: a software environment for integrated models of biomolecular interaction networks.

            Cytoscape is an open source software project for integrating biomolecular interaction networks with high-throughput expression data and other molecular states into a unified conceptual framework. Although applicable to any system of molecular components and interactions, Cytoscape is most powerful when used in conjunction with large databases of protein-protein, protein-DNA, and genetic interactions that are increasingly available for humans and model organisms. Cytoscape's software Core provides basic functionality to layout and query the network; to visually integrate the network with expression profiles, phenotypes, and other molecular states; and to link the network to databases of functional annotations. The Core is extensible through a straightforward plug-in architecture, allowing rapid development of additional computational analyses and features. Several case studies of Cytoscape plug-ins are surveyed, including a search for interaction pathways correlating with changes in gene expression, a study of protein complexes involved in cellular recovery to DNA damage, inference of a combined physical/functional interaction network for Halobacterium, and an interface to detailed stochastic/kinetic gene regulatory models.
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              MAFFT: a novel method for rapid multiple sequence alignment based on fast Fourier transform.

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              A multiple sequence alignment program, MAFFT, has been developed. The CPU time is drastically reduced as compared with existing methods. MAFFT includes two novel techniques. (i) Homo logous regions are rapidly identified by the fast Fourier transform (FFT), in which an amino acid sequence is converted to a sequence composed of volume and polarity values of each amino acid residue. (ii) We propose a simplified scoring system that performs well for reducing CPU time and increasing the accuracy of alignments even for sequences having large insertions or extensions as well as distantly related sequences of similar length. Two different heuristics, the progressive method (FFT-NS-2) and the iterative refinement method (FFT-NS-i), are implemented in MAFFT. The performances of FFT-NS-2 and FFT-NS-i were compared with other methods by computer simulations and benchmark tests; the CPU time of FFT-NS-2 is drastically reduced as compared with CLUSTALW with comparable accuracy. FFT-NS-i is over 100 times faster than T-COFFEE, when the number of input sequences exceeds 60, without sacrificing the accuracy.
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                Author and article information

                Contributors
                sumitajha.cu@gmail.com , sjbot@caluniv.ac.in
                Journal
                Plant Direct
                Plant Direct
                10.1002/(ISSN)2475-4455
                PLD3
                Plant Direct
                John Wiley and Sons Inc. (Hoboken )
                2475-4455
                18 June 2022
                June 2022
                : 6
                : 6 ( doiID: 10.1002/pld3.v6.6 )
                : e414
                Affiliations
                [ 1 ] Department of Genetics University of Calcutta Kolkata West Bengal India
                [ 2 ] Division of Plant Biology Bose Institute Kolkata West Bengal India
                [ 3 ] Department of Botany University of Calcutta Kolkata West Bengal India
                Author notes
                [*] [* ] Correspondence

                Sumita Jha, Department of Botany, University of Calcutta, 35, Ballygunge Circular Road, Kolkata, 700019 West Bengal, India.

                Email: sumitajha.cu@ 123456gmail.com ; sjbot@ 123456caluniv.ac.in

                Author information
                https://orcid.org/0000-0002-8129-9678
                https://orcid.org/0000-0002-1375-2768
                Article
                PLD3414
                10.1002/pld3.414
                9219009
                35774625
                9656159a-a0d5-458b-b1f4-85db9e7e346c
                © 2022 The Authors. Plant Direct published by American Society of Plant Biologists and the Society for Experimental Biology and John Wiley & Sons Ltd.

                This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.

                History
                : 08 May 2022
                : 10 July 2021
                : 02 June 2022
                Page count
                Figures: 7, Tables: 2, Pages: 20, Words: 16649
                Categories
                Original Research
                Original Research
                Custom metadata
                2.0
                June 2022
                Converter:WILEY_ML3GV2_TO_JATSPMC version:6.1.7 mode:remove_FC converted:18.06.2022

                arfs,auxin,gene ontology,gene‐upregulation,hairy root,rolb
                arfs, auxin, gene ontology, gene‐upregulation, hairy root, rolb

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