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Zhang Y, Li M, Li H. A vertical/horizontal graphene-based microneedle plant sensor for on-site detection of indole-3-acetic acid in vegetables. Talanta 2025; 283:127114. [PMID: 39467443 DOI: 10.1016/j.talanta.2024.127114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2024] [Revised: 10/22/2024] [Accepted: 10/25/2024] [Indexed: 10/30/2024]
Abstract
Plant hormones are important regulators of crop growth and production. In this study, an in situ electrochemical sensor was successfully built using flat microelectrodes with horizontally and vertically grown graphene to detect the plant regulator indole-3-acetic acid (IAA) in plants. Vertical and horizontal graphene layers were prepared by electron-assisted hot-filament chemical vapor deposition. Vertical graphene nanosheets were grown on a horizontal graphene layer as sensing electrodes, and a microneedle sensor was assembled by combining Pt and Ti microelectrodes. The vertical/horizontal graphene (VHG) microneedle sensor can rapidly detect IAA levels in various plants in situ over a wide pH range of 4.0-9.0 and concentration range of 1-100 μM, with a minimum detection limit of 0.21 μM (3σ/S). Subsequently, this microneedle sensor was used to determine the IAA content in different tissues of cucumber and cauliflower stems with satisfactory results. The combination of VHG microelectrode arrays and small electrochemical workstations is useful for constructing portable, low-cost, on-site, and fast electrochemical sensing platforms for plant growth monitoring.
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Affiliation(s)
- Yangyang Zhang
- Tianjin Key Laboratory of Film Electronic and Communication Devices, School of Integrated Circuit Science and Engineering, Tianjin University of Technology, Tianjin, 300384, PR China
| | - Mingji Li
- Tianjin Key Laboratory of Film Electronic and Communication Devices, School of Integrated Circuit Science and Engineering, Tianjin University of Technology, Tianjin, 300384, PR China.
| | - Hongji Li
- Tianjin Key Laboratory of Organic Solar Cells and Photochemical Conversion, School of Chemistry and Chemical Engineering, Tianjin University of Technology, Tianjin, 300384, PR China
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Liu W, Zhang Z, Geng X, Tan R, Xu S, Sun L. Electrochemical sensors for plant signaling molecules. Biosens Bioelectron 2025; 267:116757. [PMID: 39250871 DOI: 10.1016/j.bios.2024.116757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Revised: 09/03/2024] [Accepted: 09/05/2024] [Indexed: 09/11/2024]
Abstract
Plant signaling molecules can be divided into plant messenger signaling molecules (such as calcium ions, hydrogen peroxide, Nitric oxide) and plant hormone signaling molecules (such as auxin (mainly indole-3-acetic acid or IAA), salicylic acid, abscisic acid, cytokinin, jasmonic acid or methyl jasmonate, gibberellins, brassinosteroids, strigolactone, and ethylene), which play crucial roles in regulating plant growth and development, and response to the environment. Due to the important roles of the plant signaling molecules in the plants, many methods were developed to detect them. The development of in-situ and real-time detection of plant signaling molecules and field-deployable sensors will be a key breakthrough for botanical research and agricultural technology. Electrochemical methods provide convenient methods for in-situ and real-time detection of plant signaling molecules in plants because of their easy operation, high sensitivity, and high selectivity. This article comprehensively reviews the research on electrochemical detection of plant signaling molecules reported in the past decade, which summarizes the various types electrodes of electrochemical sensors and the applications of multiple nanomaterials to enhance electrode detection selectivity and sensitivity. This review also provides examples to introduce the current research trends in electrochemical detection, and highlights the applicability and innovation of electrochemical sensors such as miniaturization, non-invasive, long-term stability, integration, automation, and intelligence in the future. In all, the electrochemical sensors can realize in-situ, real-time and intelligent acquisition of dynamic changes in plant signaling molecules in plants, which is of great significance for promoting basic research in botany and the development of intelligent agriculture.
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Affiliation(s)
- Wei Liu
- School of Life Sciences, Nantong University, 9 Seyuan Rd, Nantong, Jiangsu, 226019, China
| | - Zhiyao Zhang
- School of Life Sciences, Nantong University, 9 Seyuan Rd, Nantong, Jiangsu, 226019, China
| | - Xinliu Geng
- School of Life Sciences, Nantong University, 9 Seyuan Rd, Nantong, Jiangsu, 226019, China
| | - Rong Tan
- School of Life Sciences, Nantong University, 9 Seyuan Rd, Nantong, Jiangsu, 226019, China
| | - Songzhi Xu
- School of Life Sciences, Nantong University, 9 Seyuan Rd, Nantong, Jiangsu, 226019, China
| | - Lijun Sun
- School of Life Sciences, Nantong University, 9 Seyuan Rd, Nantong, Jiangsu, 226019, China.
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Zhang J, Li M, Li C, Lyu M, Xuan X, Li H. Electrochemical needle sensor based on a B, N co-doped graphene microelectrode array for the on-site detection of salicylic acid in fruits and vegetables. Food Chem 2024; 449:139264. [PMID: 38593724 DOI: 10.1016/j.foodchem.2024.139264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2024] [Revised: 03/24/2024] [Accepted: 04/03/2024] [Indexed: 04/11/2024]
Abstract
In this study, a microelectrode array sensor based on boron and nitrogen co-doped vertical graphene (BNVG) was assembled to quantify salicylic acid (SA) in living plants. The influence of B and N contents on the electrochemical reaction kinetics and SA response signal was investigated. A microneedle sensor with three optimized BNVG microelectrodes (3.57 at.% B and 3.27 at.% N) was used to quantitatively analyze SA in the 0.5-100 μM concentration range and pH 4.0-9.0, with limits of detection of 0.14-0.18 μM. Additionally, a quantitative electrochemical model database based on the BNVG microelectrode sensor was constructed to monitor the growth of cucumbers and cauliflowers, which confirmed that the SA level and plant growth rate were positively correlated. Moreover, the SA levels in various vegetables and fruits purchased from the market were measured to demonstrate the practical application prospects for on-site inspection and evaluation.
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Affiliation(s)
- Jie Zhang
- Tianjin Key Laboratory of Film Electronic and Communication Devices, School of Integrated Circuit Science and Engineering, Tianjin University of Technology, Tianjin 300384, PR China
| | - Mingji Li
- Tianjin Key Laboratory of Film Electronic and Communication Devices, School of Integrated Circuit Science and Engineering, Tianjin University of Technology, Tianjin 300384, PR China.
| | - Cuiping Li
- Tianjin Key Laboratory of Film Electronic and Communication Devices, School of Integrated Circuit Science and Engineering, Tianjin University of Technology, Tianjin 300384, PR China
| | - Mingjie Lyu
- State Key Laboratory of Vegetable Biobreeding, Tianjin Academy of Agricultural Sciences, Tianjin 300192, China.
| | - Xiuwei Xuan
- Tianjin Key Laboratory of Film Electronic and Communication Devices, School of Integrated Circuit Science and Engineering, Tianjin University of Technology, Tianjin 300384, PR China
| | - Hongji Li
- Tianjin Key Laboratory of Organic Solar Cells and Photochemical Conversion, School of Chemistry and Chemical Engineering, Tianjin University of Technology, Tianjin 300384, PR China.
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Tang L, Li D, Liu W, Tang Y, Zhang R, Tian Y, Tan R, Yang X, Sun L. Microneedle electrochemical sensor based on disposable stainless-steel wire for real-time analysis of indole-3-acetic acid and salicylic acid in tomato leaves infected by Pst DC3000 in situ. Anal Chim Acta 2024; 1316:342875. [PMID: 38969433 DOI: 10.1016/j.aca.2024.342875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Revised: 06/07/2024] [Accepted: 06/13/2024] [Indexed: 07/07/2024]
Abstract
BACKGROUND Indole-3-acetic acid (IAA) and salicylic acid (SA), pivotal regulators in plant growth, are integral to a variety of plant physiological activities. The ongoing and simultaneous monitoring of these hormones in vivo enhances our comprehension of their interactive and regulatory roles. Traditional detection methods, such as liquid chromatography-mass spectrometry, cannot obtain precise and immediate information on IAA and SA due to the complexity of sample processing. In contrast, the electrochemical detection method offers high sensitivity, rapid response times, and compactness, making it well-suited for in vivo or real-time detection applications. RESULTS A microneedle electrochemical sensor system crafted from disposable stainless steel (SS) wire was specifically designed for the real-time assessment of IAA and SA in plant in situ. This sensor system included a SS wire (100 μm diameter) coated with carbon cement and multi-walled carbon nanotubes, a plain platinum wire (100 μm diameter), and an Ag/AgCl wire (100 μm diameter). Differential pulse voltammetry and amperometry were adopted for detecting SA and IAA within the range of 0.1-20 μM, respectively. This sensor was applied to track IAA and SA fluctuations in tomato leaves during PstDC3000 infection, offering continuous data. Observations indicated an uptick in SA levels following infection, while IAA production was suppressed. The newly developed disposable SS wire-based microneedle electrochemical sensor system is economical, suitable for mass production, and inflicts minimal damage during the monitoring of SA and IAA in plant tissues. SIGNIFICANCE This disposable microneedle electrochemical sensor facilitates in vivo detection of IAA and SA in smaller plant tissues and allows for long-time monitoring of their concentrations, which not only propels research into the regulatory and interaction mechanisms of IAA and SA but also furnishes essential tools for advancing precision agriculture.
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Affiliation(s)
- Lingjuan Tang
- School of Life Sciences, Nantong University, 9 Seyuan Road, Nantong, Jiangsu, 226019, China; Analysis and Testing Center, Nantong University, 9 Seyuan Road, Nantong, Jiangsu, 226019, China
| | - Daodong Li
- School of Life Sciences, Nantong University, 9 Seyuan Road, Nantong, Jiangsu, 226019, China
| | - Wei Liu
- School of Life Sciences, Nantong University, 9 Seyuan Road, Nantong, Jiangsu, 226019, China
| | - Yihui Tang
- School of Life Sciences, Nantong University, 9 Seyuan Road, Nantong, Jiangsu, 226019, China
| | - Rongcheng Zhang
- School of Life Sciences, Nantong University, 9 Seyuan Road, Nantong, Jiangsu, 226019, China
| | - Yiran Tian
- School of Life Sciences, Nantong University, 9 Seyuan Road, Nantong, Jiangsu, 226019, China
| | - Rong Tan
- School of Life Sciences, Nantong University, 9 Seyuan Road, Nantong, Jiangsu, 226019, China
| | - Xiaolong Yang
- School of Life Sciences, Nantong University, 9 Seyuan Road, Nantong, Jiangsu, 226019, China.
| | - Lijun Sun
- School of Life Sciences, Nantong University, 9 Seyuan Road, Nantong, Jiangsu, 226019, China.
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Tang L, Zhang Z, Sun L, Gao X, Zhao X, Chen X, Zhu X, Li A, Sun L. In Vivo Detection of Abscisic Acid in Tomato Leaves Based on a Disposable Stainless Steel Electrochemical Immunosensor. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2024; 72:17666-17674. [PMID: 39051566 DOI: 10.1021/acs.jafc.4c03594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/27/2024]
Abstract
Abscisic acid (ABA) plays an important regulatory role in plants. It is very critical to obtain the dynamic changes of ABA in situ for botanical research. Herein, coupled with paper-based analysis devices, electrochemical immunoelectrodes based on disposable stainless steels sheet were developed for ABA detection in plants in situ. The stainless steel sheets were modified with carbon cement, ferrocene-graphene oxide-multi walled carbon nanotubes nanocomposites, and ABA antibodies. The system can detect the ABA in the range of 1 nM to 100 μM, with a limit of detection of 100 pM. The ABA content in tomato leaves under high salinity was detected in situ. The trend of ABA changes was similar to the expression of SlNCED1 and SlNCED2. Overall, this study offers an approach for in situ detection of ABA in plants, which will help to study the regulation mechanism of ABA in plants and to promote the development of precision agriculture.
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Affiliation(s)
- Lingjuan Tang
- School of Life Sciences, Nantong University, Nantong, Jiangsu 226019, China
- Analysis and Testing Center, Nantong University, Nantong, Jiangsu 226019, China
| | - Zhiyao Zhang
- School of Life Sciences, Nantong University, Nantong, Jiangsu 226019, China
| | - Ling Sun
- School of Life Sciences, Nantong University, Nantong, Jiangsu 226019, China
| | - Xu Gao
- School of Chemistry and Materials Science, East China University of Technology, Nanchang, Jiangxi 330013, China
| | - Xinyue Zhao
- School of Life Sciences, Nantong University, Nantong, Jiangsu 226019, China
| | - Xinru Chen
- School of Life Sciences, Nantong University, Nantong, Jiangsu 226019, China
| | - Xingyu Zhu
- School of Life Sciences, Nantong University, Nantong, Jiangsu 226019, China
| | - Aixue Li
- Research Center of Intelligent Equipment, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China
| | - Lijun Sun
- School of Life Sciences, Nantong University, Nantong, Jiangsu 226019, China
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Liu W, Cai G, Zhai N, Wang H, Tang T, Zhang Y, Zhang Z, Sun L, Zhang Y, Beeckman T, Xu L. Genome and transcriptome of Selaginella kraussiana reveal evolution of root apical meristems in vascular plants. Curr Biol 2023; 33:4085-4097.e5. [PMID: 37716350 DOI: 10.1016/j.cub.2023.08.061] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 06/30/2023] [Accepted: 08/22/2023] [Indexed: 09/18/2023]
Abstract
The evolution of roots allowed vascular plants to adapt to land environments. Fossil evidence indicates that roots evolved independently in euphyllophytes (ferns and seed plants) and lycophytes, the two lineages of extant vascular plants. Based on a high-quality genome assembly, mRNA sequencing (mRNA-seq) data, and single-cell RNA-seq data for the lycophyte Selaginella kraussiana, we show that the two root origin events in lycophytes and euphyllophytes adopted partially similar molecular modules in the regulation of root apical meristem (RAM) development. In S. kraussiana, the RAM initiates from the rhizophore primordium guided by auxin and duplicates itself by dichotomous branching. The auxin signaling pathway directly upregulates euAINTEGUMENTAb (SkeuANTb), and then SkeuANTb directly promotes the expression of SkeuANTa and the WUSCHEL-RELATED HOMEOBOX13b (SkWOX13b) for RAM maintenance, partially similar to the molecular pathway involving the euANT-branch PLETHORA (AtPLT) genes and AtWOX5 in root initiation in the seed plant Arabidopsis thaliana. Other molecular modules, e.g., SHORT-ROOT and SCARECROW, also have partially similar expression patterns in the RAMs of S. kraussiana and A. thaliana. Overall, our study not only provides genome and transcriptome tools of S. kraussiana but also indicates the employment of some common molecular modules in RAMs during root origins in lycophytes and euphyllophytes.
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Affiliation(s)
- Wu Liu
- National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Shanghai Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai 200032, China
| | - Gui Cai
- National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Shanghai Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai 200032, China; University of Chinese Academy of Sciences, 19A Yuquan Road, Beijing 100049, China
| | - Ning Zhai
- National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Shanghai Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai 200032, China
| | - Hua Wang
- National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Shanghai Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai 200032, China
| | - Tengfei Tang
- National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Shanghai Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai 200032, China; University of Chinese Academy of Sciences, 19A Yuquan Road, Beijing 100049, China
| | - Yuyun Zhang
- National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Shanghai Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai 200032, China; University of Chinese Academy of Sciences, 19A Yuquan Road, Beijing 100049, China
| | - Zhiyao Zhang
- School of Life Sciences, Nantong University, Nantong 226019, China
| | - Lijun Sun
- School of Life Sciences, Nantong University, Nantong 226019, China
| | - Yijing Zhang
- National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Shanghai Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai 200032, China; State Key Laboratory of Genetic Engineering, Collaborative Innovation Center of Genetics and Development, Department of Biochemistry, Institute of Plant Biology, School of Life Sciences, Fudan University, Shanghai 200438, China
| | - Tom Beeckman
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Technologiepark 71, 9052 Ghent, Belgium; VIB Center for Plant Systems Biology, Technologiepark 71, 9052 Ghent, Belgium
| | - Lin Xu
- National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Shanghai Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai 200032, China.
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A 3D-printed analytical device seamlessly integrating sample treatment for electrochemical detection of IAA in Marchantia polymorpha. Anal Bioanal Chem 2023; 415:1385-1393. [PMID: 36705731 DOI: 10.1007/s00216-023-04529-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Revised: 12/21/2022] [Accepted: 01/05/2023] [Indexed: 01/28/2023]
Abstract
Because of the pivotal point of Marchantia polymorpha (M. polymorpha) in plant evolution, its auxin (mainly indole-3-acetic acid, IAA) levels could provide useful evidence for the study of the evolution of IAA. However, M. polymorpha could not be easily pretreated for electrochemical detection because they are at the entry level of land plants. Herein, we designed a three-dimensional (3D)-printed analytical device for seamless integration of sample treatment and electrochemical detection. Specifically, the electrochemical cell could be used as a mortar in which a tiny plant sample could be ground with a 3D-printed pestle, followed by mixing with the buffer solution under vibration for electrochemical detection of IAA with a disposable working electrode at the bottom of the cell. Using our strategy, the limits of quantification could reach 0.05 μmol L-1 after optimization of parameters. We were able to demonstrate that IAA in different tissues of wild-type and mutant M. polymorpha could be successfully differentiated after they were treated with the 3D-printed analytical device. The obtained results were comparable to the samples blended with zirconium beads while the differences of IAA levels in different tissues of M. polymorpha agreed well with previous reports. This study suggested the potential of sample treatment integrated with electrochemical detection for analysis of IAA using the 3D printing techniques and their possible applications in the research of plants and other fields.
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