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Jiang Z, Zhang H, Jiao P, Wei X, Liu S, Guan S, Ma Y. The Integration of Metabolomics and Transcriptomics Provides New Insights for the Identification of Genes Key to Auxin Synthesis at Different Growth Stages of Maize. Int J Mol Sci 2022; 23:13195. [PMID: 36361983 PMCID: PMC9659120 DOI: 10.3390/ijms232113195] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 10/20/2022] [Accepted: 10/28/2022] [Indexed: 10/29/2023] Open
Abstract
As a staple food crop, maize is widely cultivated worldwide. Sex differentiation and kernel development are regulated by auxin, but the mechanism regulating its synthesis remains unclear. This study explored the influence of the growth stage of maize on the secondary metabolite accumulation and gene expression associated with auxin synthesis. Transcriptomics and metabonomics were used to investigate the changes in secondary metabolite accumulation and gene expression in maize leaves at the jointing, tasseling, and pollen-release stages of plant growth. In total, 1221 differentially accumulated metabolites (DAMs) and 4843 differentially expressed genes (DEGs) were screened. KEGG pathway enrichment analyses of the DEGs and DAMs revealed that plant hormone signal transduction, tryptophan metabolism, and phenylpropanoid biosynthesis were highly enriched. We summarized the key genes and regulatory effects of the tryptophan-dependent auxin biosynthesis pathways, giving new insights into this type of biosynthesis. Potential MSTRG.11063 and MSTRG.35270 and MSTRG.21978 genes in auxin synthesis pathways were obtained. A weighted gene co-expression network analysis identified five candidate genes, namely TSB (Zm00001d046676 and Zm00001d049610), IGS (Zm00001d020008), AUX2 (Zm00001d006283), TAR (Zm00001d039691), and YUC (Zm00001d025005 and Zm00001d008255), which were important in the biosynthesis of both tryptophan and auxin. This study provides new insights for understanding the regulatory mechanism of auxin synthesis in maize.
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Affiliation(s)
- Zhenzhong Jiang
- College of Life Sciences, Jilin Agricultural University, Changchun 130118, China
- Joint International Research Laboratory of Modern Agricultural Technology, Ministry of Education, Changchun 130118, China
| | - Honglin Zhang
- Joint International Research Laboratory of Modern Agricultural Technology, Ministry of Education, Changchun 130118, China
- College of Agronomy, Jilin Agricultural University, Changchun 130118, China
| | - Peng Jiao
- College of Life Sciences, Jilin Agricultural University, Changchun 130118, China
- Joint International Research Laboratory of Modern Agricultural Technology, Ministry of Education, Changchun 130118, China
| | - Xiaotong Wei
- Joint International Research Laboratory of Modern Agricultural Technology, Ministry of Education, Changchun 130118, China
- College of Agronomy, Jilin Agricultural University, Changchun 130118, China
| | - Siyan Liu
- Joint International Research Laboratory of Modern Agricultural Technology, Ministry of Education, Changchun 130118, China
- College of Agronomy, Jilin Agricultural University, Changchun 130118, China
| | - Shuyan Guan
- Joint International Research Laboratory of Modern Agricultural Technology, Ministry of Education, Changchun 130118, China
- College of Agronomy, Jilin Agricultural University, Changchun 130118, China
| | - Yiyong Ma
- Joint International Research Laboratory of Modern Agricultural Technology, Ministry of Education, Changchun 130118, China
- College of Agronomy, Jilin Agricultural University, Changchun 130118, China
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Shah G, Fiaz S, Attia KA, Khan N, Jamil M, Abbas A, Yang SH, Jumin T. Indole pyruvate decarboxylase gene regulates the auxin synthesis pathway in rice by interacting with the indole-3-acetic acid-amido synthetase gene, promoting root hair development under cadmium stress. FRONTIERS IN PLANT SCIENCE 2022; 13:1023723. [PMID: 36340357 PMCID: PMC9635337 DOI: 10.3389/fpls.2022.1023723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/20/2022] [Accepted: 09/22/2022] [Indexed: 06/16/2023]
Abstract
This research focused on cadmium (Cd), which negatively affects plant growth and auxin hemostasis. In plants, many processes are indirectly controlled through the expression of certain genes due to the secretion of bacterial auxin, as indole-3-acetic acid (IAA) acts as a reciprocal signaling molecule in plant-microbe interaction. The aim of current studies was to investigate responsible genes in rice for plant-microbe interaction and lateral root development due to the involvement of several metabolic pathways. Studies revealed that GH3-2 interacts with endogenous IAA in a homeostasis manner without directly providing IAA. In rice, indole-3-pyruvate decarboxylase (IPDC) transgenic lines showed a 40% increase in lateral roots. Auxin levels and YUCCA (auxin biosynthesis gene) expression were monitored in osaux1 mutant lines inoculated with Bacillus cereus exposed to Cd. The results showed an increase in root hairs (RHs) and lateral root density, changes in auxin levels, and expression of the YUCCA gene. B. cereus normalizes the oxidative stress caused by Cd due to the accumulation of O 2 - and H2O2 in osaux1 mutant lines. Furthermore, the inoculation of B. cereus increases DR5:GUS expression, indicating that bacterial species have a positive role in auxin regulation. Thus, the current study suggests that B. cereus and IPDC transgenic lines increase the RH development in rice by interacting with IAA synthetase genes in the host plant, alleviating Cd toxicity and enhancing plant defense mechanisms.
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Affiliation(s)
- Gulmeena Shah
- Institute of Crop Science, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, China
| | - Sajid Fiaz
- Department of Plant Breeding and Genetics, The University of Haripur, Haripur, Pakistan
| | - Kotb A. Attia
- Department of Biochemistry, College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Naeem Khan
- Department of Agronomy, Institute of Food and Agricultural Sciences, Florida University, Gainesville, FL, United States
| | - Muhammad Jamil
- Department of Biotechnology and Genetic Engineering, Kohat University of Science and Technology, Kohat, Pakistan
| | - Adeel Abbas
- Institute of Environment and Ecology, School of Environment and Safety Engineering, Jiangsu University, Zhenjiang, China
| | - Seung Hwan Yang
- Department of Biotechnology, Chonnam National University, Yeosu, South Korea
| | - Tu Jumin
- Institute of Crop Science, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, China
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Dudeja SS, Suneja-Madan P, Paul M, Maheswari R, Kothe E. Bacterial endophytes: Molecular interactions with their hosts. J Basic Microbiol 2021; 61:475-505. [PMID: 33834549 DOI: 10.1002/jobm.202000657] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2020] [Revised: 03/07/2021] [Accepted: 03/16/2021] [Indexed: 01/19/2023]
Abstract
Plant growth promotion has been found associated with plants on the surface (epiphytic), inside (endophytic), or close to the plant roots (rhizospheric). Endophytic bacteria mainly have been researched for their beneficial activities in terms of nutrient availability, plant growth hormones, and control of soil-borne and systemic pathogens. Molecular communications leading to these interactions between plants and endophytic bacteria are now being unrevealed using multidisciplinary approaches with advanced techniques such as metagenomics, metaproteomics, metatranscriptomics, metaproteogenomic, microRNAs, microarray, chips as well as the comparison of complete genome sequences. More than 400 genes in both the genomes of host plant and bacterial endophyte are up- or downregulated for the establishment of endophytism and plant growth-promoting activity. The involvement of more than 20 genes for endophytism, about 50 genes for direct plant growth promotion, about 25 genes for biocontrol activity, and about 10 genes for mitigation of different stresses has been identified in various bacterial endophytes. This review summarizes the progress that has been made in recent years by these modern techniques and approaches.
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Affiliation(s)
- Surjit S Dudeja
- Department of Bio & Nanotechnology, Guru Jambeshwar University of Science & Technology, Hisar, India
| | - Pooja Suneja-Madan
- Department of Microbiology, Maharishi Dayanand University, Rohtak, India
| | - Minakshi Paul
- Department of Bio & Nanotechnology, Guru Jambeshwar University of Science & Technology, Hisar, India
| | - Rajat Maheswari
- Department of Microbiology, Maharishi Dayanand University, Rohtak, India
| | - Erika Kothe
- Microbial Communication, Institute of Microbiology, Faculty for Biosciences, Friedrich Schiller University of Jena, Jena, Germany
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Jijón-Moreno S, Baca BE, Castro-Fernández DC, Ramírez-Mata A. TyrR is involved in the transcriptional regulation of biofilm formation and D-alanine catabolism in Azospirillum brasilense Sp7. PLoS One 2019; 14:e0211904. [PMID: 30763337 PMCID: PMC6375630 DOI: 10.1371/journal.pone.0211904] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Accepted: 01/22/2019] [Indexed: 01/03/2023] Open
Abstract
Azospirillum brasilense is one of the most studied species of diverse agronomic plants worldwide. The benefits conferred to plants inoculated with Azospirillum have been primarily attributed to its capacity to fix atmospheric nitrogen and synthesize phytohormones, especially indole-3-acetic acid (IAA). The principal pathway for IAA synthesis involves the intermediate metabolite indole pyruvic acid. Successful colonization of plants by Azospirillum species is fundamental to the ability of these bacteria to promote the beneficial effects observed in plants. Biofilm formation is an essential step in this process and involves interactions with the host plant. In this study, the tyrR gene was cloned, and the translated product was observed to exhibit homology to TyrR protein, a NtrC/NifA-type activator. Structural studies of TyrR identified three putative domains, including a domain containing binding sites for aromatic amino acids in the N-terminus, a central AAA+ ATPase domain, and a helix-turn-helix DNA binding motif domain in the C-terminus, which binds DNA sequences in promoter-operator regions. In addition, a bioinformatic analysis of promoter sequences in A. brasilense Sp7 genome revealed that putative promoters encompass one to three TyrR boxes in genes predicted to be regulated by TyrR. To gain insight into the phenotypes regulated by TyrR, a tyrR-deficient strain derived from A. brasilense Sp7, named A. brasilense 2116 and a complemented 2116 strain harboring a plasmid carrying the tyrR gene were constructed. The observed phenotypes indicated that the putative transcriptional regulator TyrR is involved in biofilm production and is responsible for regulating the utilization of D-alanine as carbon source. In addition, TyrR was observed to be absolutely required for transcriptional regulation of the gene dadA encoding a D-amino acid dehydrogenase. The data suggested that TyrR may play a major role in the regulation of genes encoding a glucosyl transferase, essential signaling proteins, and amino acids transporters.
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Affiliation(s)
- Saúl Jijón-Moreno
- Centro de Investigaciones en Ciencias Microbiológicas, Instituto de Ciencias, Benemérita Universidad Autónoma de Puebla., Puebla, Puebla, México
| | - Beatriz Eugenia Baca
- Centro de Investigaciones en Ciencias Microbiológicas, Instituto de Ciencias, Benemérita Universidad Autónoma de Puebla., Puebla, Puebla, México
| | - Diana Carolina Castro-Fernández
- Centro de Investigaciones en Ciencias Microbiológicas, Instituto de Ciencias, Benemérita Universidad Autónoma de Puebla., Puebla, Puebla, México
| | - Alberto Ramírez-Mata
- Centro de Investigaciones en Ciencias Microbiológicas, Instituto de Ciencias, Benemérita Universidad Autónoma de Puebla., Puebla, Puebla, México
- * E-mail:
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Coniglio A, Mora V, Puente M, Cassán F. Azospirillum as Biofertilizer for Sustainable Agriculture: Azospirillum brasilense AZ39 as a Model of PGPR and Field Traceability. SUSTAINABILITY IN PLANT AND CROP PROTECTION 2019. [DOI: 10.1007/978-3-030-17597-9_4] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
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Revealing the roles of y4wF and tidC genes in Rhizobium tropici CIAT 899: biosynthesis of indolic compounds and impact on symbiotic properties. Arch Microbiol 2018; 201:171-183. [PMID: 30535938 DOI: 10.1007/s00203-018-1607-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2018] [Revised: 11/26/2018] [Accepted: 12/03/2018] [Indexed: 01/06/2023]
Abstract
Rhizobium tropici CIAT 899 is a strain known by its ability to nodulate a broad range of legume species, to synthesize a variety of Nod factors, its tolerance of abiotic stresses, and its high capacity to fix atmospheric N2, especially in symbiosis with common bean (Phaseolus vulgaris L.). Genes putatively related to the synthesis of indole acetic acid (IAA) have been found in the symbiotic plasmid of CIAT 899, in the vicinity of the regulatory nodulation gene nodD5, and, in this study, we obtained mutants for two of these genes, y4wF and tidC (R. tropiciindole-3-pyruvic acid decarboxylase), and investigated their expression in the absence and presence of tryptophan (TRP) and apigenin (API). In general, mutations of both genes increased exopolysaccharide (EPS) synthesis and did not affect swimming or surface motility; mutations also delayed nodule formation, but increased competitiveness. We found that the indole-3-acetamide (IAM) pathway was active in CIAT 899 and not affected by the mutations, and-noteworthy-that API was required to activate the tryptamine (TAM) and the indol-3-pyruvic acid (IPyA) pathways in all strains, particularly in the mutants. High up-regulation of y4wF and tidC genes was observed in both the wild-type and the mutant strains in the presence of API. The results obtained revealed an intriguing relationship between IAA metabolism and nod-gene-inducing activity in R. tropici CIAT 899. We discuss the IAA pathways, and, based on our results, we attribute functions to the y4wF and tidC genes of R. tropici.
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Ramirez-Mata A, Pacheco MR, Moreno SJ, Xiqui-Vazquez ML, Baca BE. Versatile use of Azospirillum brasilense strains tagged with egfp and mCherry genes for the visualization of biofilms associated with wheat roots. Microbiol Res 2018; 215:155-163. [PMID: 30172303 DOI: 10.1016/j.micres.2018.07.007] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Revised: 07/10/2018] [Accepted: 07/18/2018] [Indexed: 11/20/2022]
Abstract
This study reports the introduction of egfp or mCherry markers to the Sp245, Sp7, and M40 wild-type strains of Azospirillum brasilense and the hhkB (encoding for a putative hybrid histidine kinase) minus mutant an isogenic strain of A. brasilense Sp245 to monitor colonization of wheat (Triticum aestivum). Two plasmids were constructed: (1) the pJMS-2 suicide plasmid derived from pSUP202 and harboring the mCherry gene expressed under the constitutive kanamycin resistance promoter to create a cis tag and (2) the broad-range plasmid pMP2449-5 that carries the mCherry gene under the lac promoter, which is derived from the plasmid pMP2444; to create the in trans tag. The stability of the plasmids encoding egfp and mCherry were confirmed in vitro for seven days of bacterial growth, and then, the A. brasilense strains harboring the plasmids were studied under nonselective conditions for adherence to seeds and, at seven or 14 days post-inoculation, for wheat root colonization. The utility of the labeled strains was proven by observation, using fluorescence microscopy and confocal laser scanning microscopy (CLSM) in wheat plants inoculated with the labeled strains and compared with the CFU g-1 for seed and wheat root. The method was suitable for observation of the in situ formation of mini-colonies, enabled visualization of bacterial colonization sites on large root fragments, and showed adherence to germinated seeds and root colonization of all strains by cell counts and direct microscopic examination. Thus, we are able to quantify the structures of the biofilms formed by each strain.
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Affiliation(s)
- Alberto Ramirez-Mata
- Centro de Investigaciones en Ciencias Microbiologicas, Benemerita Universidad Autonoma de Puebla. Edif. IC11, Ciudad Universitaria, Puebla, Puebla 72570, Mexico
| | - Miguel Ramales Pacheco
- Centro de Investigaciones en Ciencias Microbiologicas, Benemerita Universidad Autonoma de Puebla. Edif. IC11, Ciudad Universitaria, Puebla, Puebla 72570, Mexico
| | - Saul Jijon Moreno
- Centro de Investigaciones en Ciencias Microbiologicas, Benemerita Universidad Autonoma de Puebla. Edif. IC11, Ciudad Universitaria, Puebla, Puebla 72570, Mexico
| | - Maria Luisa Xiqui-Vazquez
- Centro de Investigaciones en Ciencias Microbiologicas, Benemerita Universidad Autonoma de Puebla. Edif. IC11, Ciudad Universitaria, Puebla, Puebla 72570, Mexico
| | - Beatriz E Baca
- Centro de Investigaciones en Ciencias Microbiologicas, Benemerita Universidad Autonoma de Puebla. Edif. IC11, Ciudad Universitaria, Puebla, Puebla 72570, Mexico.
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