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Lescano MR, Macagno J, Berli CLA. Model-Based Analysis of Lactuca sativa Root Growth under the Action of Herbicides in Milli-Channel Arrays with In Situ Imaging. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2023; 71:13255-13262. [PMID: 37651710 DOI: 10.1021/acs.jafc.3c04105] [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: 09/02/2023]
Abstract
Extracting practical information from the large amounts of data gathered during the live imaging analysis of plant organs is a challenging issue. The present work investigates the use of the logistic growth model to analyze experimental data from root elongation assays performed in milli-fluidic devices with in situ imaging. Lactuca sativa was used as a bioindicator and was subjected to wide concentration ranges of four different herbicides: 2,4-D, atrazine, glyphosate, and paraquat. The model parameters were directly connected to standard indicators of toxicity and plant development, such as the LD50 and the absolute growth rate, respectively. In addition, it was found that realistic predictions of the maximum root length can be achieved about 60 h before the bioassay end point, which could significantly shorten the turnaround time. The combination of milli-fluidic devices, real-time imaging, and model-based data analysis becomes a powerful tool for environmental studies and ecotoxicity testing.
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Affiliation(s)
- Maia R Lescano
- INTEC (Universidad Nacional del Litoral-CONICET), Predio CCT CONICET Santa Fe, RN 168, Santa Fe 3000, Argentina
| | - Joana Macagno
- INTEC (Universidad Nacional del Litoral-CONICET), Predio CCT CONICET Santa Fe, RN 168, Santa Fe 3000, Argentina
| | - Claudio L A Berli
- INTEC (Universidad Nacional del Litoral-CONICET), Predio CCT CONICET Santa Fe, RN 168, Santa Fe 3000, Argentina
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2
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Coker J, Zhalnina K, Marotz C, Thiruppathy D, Tjuanta M, D’Elia G, Hailu R, Mahosky T, Rowan M, Northen TR, Zengler K. A Reproducible and Tunable Synthetic Soil Microbial Community Provides New Insights into Microbial Ecology. mSystems 2022; 7:e0095122. [PMID: 36472419 PMCID: PMC9765266 DOI: 10.1128/msystems.00951-22] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 10/26/2022] [Indexed: 12/12/2022] Open
Abstract
Microbial soil communities form commensal relationships with plants to promote the growth of both parties. The optimization of plant-microbe interactions to advance sustainable agriculture is an important field in agricultural research. However, investigation in this field is hindered by a lack of model microbial community systems and efficient approaches for building these communities. Two key challenges in developing standardized model communities are maintaining community diversity over time and storing/resuscitating these communities after cryopreservation, especially considering the different growth rates of organisms. Here, a model synthetic community (SynCom) of 16 soil microorganisms commonly found in the rhizosphere of diverse plant species, isolated from soil surrounding a single switchgrass plant, has been developed and optimized for in vitro experiments. The model soil community grows reproducibly between replicates and experiments, with a high community α-diversity being achieved through growth in low-nutrient media and through the adjustment of the starting composition ratios for the growth of individual organisms. The community can additionally be cryopreserved with glycerol, allowing for easy replication and dissemination of this in vitro system. Furthermore, the SynCom also grows reproducibly in fabricated ecosystem devices (EcoFABs), demonstrating the application of this community to an existing in vitro plant-microbe system. EcoFABs allow reproducible research in model plant systems, offering the precise control of environmental conditions and the easy measurement of plant microbe metrics. Our results demonstrate the generation of a stable and diverse microbial SynCom for the rhizosphere that can be used with EcoFAB devices and can be shared between research groups for maximum reproducibility. IMPORTANCE Microbes associate with plants in distinct soil communities to the benefit of both the soil microbes and the plants. Interactions between plants and these microbes can improve plant growth and health and are therefore a field of study in sustainable agricultural research. In this study, a model community of 16 soil bacteria has been developed to further the reproducible study of plant-soil microbe interactions. The preservation of the microbial community has been optimized for dissemination to other research settings. Overall, this work will advance soil microbe research through the optimization of a robust, reproducible model community.
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Affiliation(s)
- Joanna Coker
- Department of Pediatrics, University of California, San Diego, La Jolla, California, USA
| | - Kateryna Zhalnina
- Environmental Genomics and Systems Biology Division, Berkeley Lab, Berkeley, California, USA
| | - Clarisse Marotz
- Department of Pediatrics, University of California, San Diego, La Jolla, California, USA
| | - Deepan Thiruppathy
- Department of Bioengineering, University of California, San Diego, La Jolla, California, USA
| | - Megan Tjuanta
- Department of Bioengineering, University of California, San Diego, La Jolla, California, USA
| | - Gavin D’Elia
- Department of Bioengineering, University of California, San Diego, La Jolla, California, USA
| | - Rodas Hailu
- Department of Bioengineering, University of California, San Diego, La Jolla, California, USA
| | - Talon Mahosky
- Department of Bioengineering, University of California, San Diego, La Jolla, California, USA
| | - Meagan Rowan
- Department of Bioengineering, University of California, San Diego, La Jolla, California, USA
| | - Trent R. Northen
- Environmental Genomics and Systems Biology Division, Berkeley Lab, Berkeley, California, USA
- The DOE Joint Genome Institute, Berkeley Lab, Berkeley, California, USA
| | - Karsten Zengler
- Department of Pediatrics, University of California, San Diego, La Jolla, California, USA
- Department of Bioengineering, University of California, San Diego, La Jolla, California, USA
- Center for Microbiome Innovation, University of California, San Diego, La Jolla, California, USA
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3
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Richter F, Chen M, Schaub P, Wüst F, Zhang D, Schneider S, Groß GA, Mäder P, Dovzhenko O, Palme K, Köhler JM, Cao J. Induction of embryogenic development in haploid microspore stem cells in droplet-based microfluidics. LAB ON A CHIP 2022; 22:4292-4305. [PMID: 36196753 DOI: 10.1039/d2lc00788f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
This work presents the application of droplet-based microfluidics for the cultivation of microspores from Brassica napus using the doubled haploid technology. Under stress conditions (e.g. heat shock) or by chemical induction a certain fraction of the microspores can be reprogrammed and androgenesis can be induced. This process is an important approach for plant breeding because desired plant properties can be anchored in the germline on a genetic level. However, the reprogramming rate of the microspores is generally very low, increasing it by specific stimulation is, therefore, both a necessary and challenging task. In order to accelerate the optimisation and development process, the application of droplet-based microfluidics can be a promising tool. Here, we used a tube-based microfluidic system for the generation and cultivation of microspores inside nL-droplets. Different factors like cell density, tube material and heat shock conditions were investigated to improve the yield of vital plant organoids. Evaluation and analysis of the stimuli response were done on an image base aided by an artificial intelligence cell detection algorithm. Droplet-based microfluidics allowed us to apply large concentration programs in small test volumes and to screen the best conditions for reprogramming cells by the histone deacetylase inhibitor trichostatin A and for enhancing the yield of vital microspores in droplets. An enhanced reprogramming rate was found under the heat shock conditions at 32 °C for about 3 to 6 days. In addition, the comparative experiment with MTP showed that droplet cultivation with lower cell density (<10 cells per droplet) or adding media after 3 or 6 days significantly positively affects the microspore growth and embryo rate inside 120 nL droplets. Finally, the developed embryos could be removed from the droplets and further grown into mature plants. Overall, we demonstrated that the droplet-based tube system is suitable for implementation in an automated, miniaturized system to achieve the induction of embryogenic development in haploid microspore stem cells of Brassica napus.
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Affiliation(s)
- Felix Richter
- Institute for Chemistry and Biotechnologies, Dept. Physical Chemistry and Microreaction Technologies, Technische Universität Ilmenau, 98693 Ilmenau, Germany.
| | - Minqian Chen
- Technische Universität Ilmenau, Institute for Computer and Systems Engineering, Dept. Software Engineering for Safety-Critical Systems, 98693 Ilmenau, Germany
| | | | - Florian Wüst
- Institute of Biology II, Faculty of Biology, Albert-Ludwigs-University of Freiburg, 79104 Freiburg, Germany
| | - Di Zhang
- Institute of Biology II, Faculty of Biology, Albert-Ludwigs-University of Freiburg, 79104 Freiburg, Germany
| | - Steffen Schneider
- Institute for Chemistry and Biotechnologies, Dept. Physical Chemistry and Microreaction Technologies, Technische Universität Ilmenau, 98693 Ilmenau, Germany.
| | - G Alexander Groß
- Institute for Chemistry and Biotechnologies, Dept. Physical Chemistry and Microreaction Technologies, Technische Universität Ilmenau, 98693 Ilmenau, Germany.
| | - Patrick Mäder
- Technische Universität Ilmenau, Institute for Computer and Systems Engineering, Dept. Software Engineering for Safety-Critical Systems, 98693 Ilmenau, Germany
| | | | - Klaus Palme
- ScreenSYS GmbH, 79104 Freiburg, Germany
- Institute of Biology II, Faculty of Biology, Albert-Ludwigs-University of Freiburg, 79104 Freiburg, Germany
- BIOSS Centre of Biological Signalling Studies, Albert-Ludwigs-University of Freiburg, 79104 Freiburg, Germany
- Sino-German Joint Research Center on Agricultural Biology, College of Life Sciences, Shandong Agricultural University, Daizong Street 61, Tai'an, 271018, China
| | - J Michael Köhler
- Institute for Chemistry and Biotechnologies, Dept. Physical Chemistry and Microreaction Technologies, Technische Universität Ilmenau, 98693 Ilmenau, Germany.
| | - Jialan Cao
- Institute for Chemistry and Biotechnologies, Dept. Physical Chemistry and Microreaction Technologies, Technische Universität Ilmenau, 98693 Ilmenau, Germany.
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Nanosensor Applications in Plant Science. BIOSENSORS 2022; 12:bios12090675. [PMID: 36140060 PMCID: PMC9496508 DOI: 10.3390/bios12090675] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 08/12/2022] [Accepted: 08/18/2022] [Indexed: 12/28/2022]
Abstract
Plant science is a major research topic addressing some of the most important global challenges we face today, including energy and food security. Plant science has a role in the production of staple foods and materials, as well as roles in genetics research, environmental management, and the synthesis of high-value compounds such as pharmaceuticals or raw materials for energy production. Nanosensors—selective transducers with a characteristic dimension that is nanometre in scale—have emerged as important tools for monitoring biological processes such as plant signalling pathways and metabolism in ways that are non-destructive, minimally invasive, and capable of real-time analysis. A variety of nanosensors have been used to study different biological processes; for example, optical nanosensors based on Förster resonance energy transfer (FRET) have been used to study protein interactions, cell contents, and biophysical parameters, and electrochemical nanosensors have been used to detect redox reactions in plants. Nanosensor applications in plants include nutrient determination, disease assessment, and the detection of proteins, hormones, and other biological substances. The combination of nanosensor technology and plant sciences has the potential to be a powerful alliance and could support the successful delivery of the 2030 Sustainable Development Goals. However, a lack of knowledge regarding the health effects of nanomaterials and the high costs of some of the raw materials required has lessened their commercial impact.
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Zhu X, Wang K, Yan H, Liu C, Zhu X, Chen B. Microfluidics as an Emerging Platform for Exploring Soil Environmental Processes: A Critical Review. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2022; 56:711-731. [PMID: 34985862 DOI: 10.1021/acs.est.1c03899] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Investigating environmental processes, especially those occurring in soils, calls for innovative and multidisciplinary technologies that can provide insights at the microscale. The heterogeneity, opacity, and dynamics make the soil a "black box" where interactions and processes are elusive. Recently, microfluidics has emerged as a powerful research platform and experimental tool which can create artificial soil micromodels, enabling exploring soil processes on a chip. Micro/nanofabricated microfluidic devices can mimic some of the key features of soil with highly controlled physical and chemical microenvironments at the scale of pores, aggregates, and microbes. The combination of various techniques makes microfluidics an integrated approach for observation, reaction, analysis, and characterization. In this review, we systematically summarize the emerging applications of microfluidic soil platforms, from investigating soil interfacial processes and soil microbial processes to soil analysis and high-throughput screening. We highlight how innovative microfluidic devices are used to provide new insights into soil processes, mechanisms, and effects at the microscale, which contribute to an integrated interrogation of the soil systems across different scales. Critical discussions of the practical limitations of microfluidic soil platforms and perspectives of future research directions are summarized. We envisage that microfluidics will represent the technological advances toward microscopic, controllable, and in situ soil research.
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Affiliation(s)
- Xiangyu Zhu
- Department of Environmental Science, Zhejiang University, Hangzhou, Zhejiang 310058, China
- Zhejiang Provincial Key Laboratory of Organic Pollution Process and Control, Hangzhou, Zhejiang 310058, China
| | - Kun Wang
- Department of Environmental Science, Zhejiang University, Hangzhou, Zhejiang 310058, China
- Zhejiang Provincial Key Laboratory of Organic Pollution Process and Control, Hangzhou, Zhejiang 310058, China
| | - Huicong Yan
- Department of Environmental Science, Zhejiang University, Hangzhou, Zhejiang 310058, China
- Zhejiang Provincial Key Laboratory of Organic Pollution Process and Control, Hangzhou, Zhejiang 310058, China
| | - Congcong Liu
- Department of Environmental Science, Zhejiang University, Hangzhou, Zhejiang 310058, China
- Zhejiang Provincial Key Laboratory of Organic Pollution Process and Control, Hangzhou, Zhejiang 310058, China
| | - Xiaoying Zhu
- Department of Environmental Science, Zhejiang University, Hangzhou, Zhejiang 310058, China
- Zhejiang Provincial Key Laboratory of Organic Pollution Process and Control, Hangzhou, Zhejiang 310058, China
| | - Baoliang Chen
- Department of Environmental Science, Zhejiang University, Hangzhou, Zhejiang 310058, China
- Zhejiang Provincial Key Laboratory of Organic Pollution Process and Control, Hangzhou, Zhejiang 310058, China
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6
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Du J, Zeng L, Yu Z, Chen S, Chen X, Zhang Y, Yang H. A magnetically enabled simulation of microgravity represses the auxin response during early seed germination on a microfluidic platform. MICROSYSTEMS & NANOENGINEERING 2022; 8:11. [PMID: 35087683 PMCID: PMC8760315 DOI: 10.1038/s41378-021-00331-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 10/22/2021] [Accepted: 11/08/2021] [Indexed: 06/14/2023]
Abstract
For plants on Earth, the phytohormone auxin is essential for gravitropism-regulated seedling establishment and plant growth. However, little is known about auxin responses under microgravity conditions due to the lack of a tool that can provide an alteration of gravity. In this paper, a microfluidic negative magnetophoretic platform is developed to levitate Arabidopsis seeds in an equilibrium plane where the applied magnetic force compensates for gravitational acceleration. With the benefit of the microfluidic platform to simulate a microgravity environment on-chip, it is found that the auxin response is significantly repressed in levitated seeds. Simulated microgravity statistically interrupts auxin responses in embryos, even after chemical-mediated auxin alterations, illustrating that auxin is a critical factor that mediates the plant response to gravity alteration. Furthermore, pretreatment with an auxin transportation inhibitor (N-1-naphthylphthalamic acid) enables a decrease in the auxin response, which is no longer affected by simulated microgravity, demonstrating that polar auxin transportation plays a vital role in gravity-regulated auxin responses. The presented microfluidic platform provides simulated microgravity conditions in an easy-to-implement manner, helping to study and elucidate how plants correspond to diverse gravity conditions; in the future, this may be developed into a versatile tool for biological study on a variety of samples.
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Affiliation(s)
- Jing Du
- Laboratory of Biomedical Microsystems and Nano Devices, Center for Bionic Sensing and Intelligence, Institute of Biomedical and Health Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055 China
| | - Lin Zeng
- Laboratory of Biomedical Microsystems and Nano Devices, Center for Bionic Sensing and Intelligence, Institute of Biomedical and Health Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055 China
| | - Zitong Yu
- Laboratory of Biomedical Microsystems and Nano Devices, Center for Bionic Sensing and Intelligence, Institute of Biomedical and Health Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055 China
| | - Sihui Chen
- Laboratory of Biomedical Microsystems and Nano Devices, Center for Bionic Sensing and Intelligence, Institute of Biomedical and Health Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055 China
| | - Xi Chen
- Laboratory of Biomedical Microsystems and Nano Devices, Center for Bionic Sensing and Intelligence, Institute of Biomedical and Health Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055 China
| | - Yi Zhang
- Center for Medical AI, Institute of Biomedical and Health Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055 China
| | - Hui Yang
- Laboratory of Biomedical Microsystems and Nano Devices, Center for Bionic Sensing and Intelligence, Institute of Biomedical and Health Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055 China
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7
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Liu C, Lin H, Li B, Dong Y, Qiu Y. Screening endophyte with capability to improve phytoremediation efficiency from hyperaccumulators: A novel and efficient microfluidic method. CHEMOSPHERE 2022; 286:131723. [PMID: 34426131 DOI: 10.1016/j.chemosphere.2021.131723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/27/2021] [Revised: 07/25/2021] [Accepted: 07/28/2021] [Indexed: 06/13/2023]
Abstract
Screening endophyte is the most important but also difficult to achieve a successful application in endophyte assisted phytoremediation process. Traditional screening procedure faced certain limitations including long time, difficulty in ascertaining the optimum strain and insignificant promotion efficiency of the selected strain in application. In this study, a novel endophyte screening method was established using microfluidic technology, realizing the real time observation of plant root phenotyping and allowing simultaneous incubation of different endophyte-plant systems. Using this method within two weeks, showed that endophyte Bacillus paramycoides (PE1), which possessed the best capability to improve phytoremediation efficiency from hyperaccumulator P. acinosa was successfully screened by evaluating root growth rate and effluent heavy metal (HM) concentration. PE1 increased root growth rate by 54.31 % and reduced the Cd concentration of chip effluent by 46.33 %. The results were verified by pot experiment, which showed that with PE1 inoculation, the biomass of P. acinosa promoted 42.50 % and Cd removal efficiency increased 55.49 %. Besides, significant and positive correlations were observed among the phytoremediation indicators obtained from microfluidic and traditional method, indicating the feasibility of microfluidic method. Our research provided a new and efficient method for endophyte screening, which could give a better understanding of endophyte assisted phytoremediation technology of HM contaminated soil.
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Affiliation(s)
- Chenjing Liu
- School of Energy and Environmental Engineering, University of Science and Technology Beijing, Beijing, 100083, PR China; Beijing Key Laboratory on Resource-Oriented Treatment of Industrial Pollutants, Beijing, 100083, PR China
| | - Hai Lin
- School of Energy and Environmental Engineering, University of Science and Technology Beijing, Beijing, 100083, PR China; Beijing Key Laboratory on Resource-Oriented Treatment of Industrial Pollutants, Beijing, 100083, PR China.
| | - Bing Li
- School of Energy and Environmental Engineering, University of Science and Technology Beijing, Beijing, 100083, PR China; Beijing Key Laboratory on Resource-Oriented Treatment of Industrial Pollutants, Beijing, 100083, PR China
| | - Yingbo Dong
- School of Energy and Environmental Engineering, University of Science and Technology Beijing, Beijing, 100083, PR China; Beijing Key Laboratory on Resource-Oriented Treatment of Industrial Pollutants, Beijing, 100083, PR China
| | - Yong Qiu
- State Key Joint Laboratory of Environment Simulation and Pollution Control, School of Environment, Tsinghua University, Beijing, 100084, PR China.
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8
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Dufil G, Bernacka-Wojcik I, Armada-Moreira A, Stavrinidou E. Plant Bioelectronics and Biohybrids: The Growing Contribution of Organic Electronic and Carbon-Based Materials. Chem Rev 2021; 122:4847-4883. [PMID: 34928592 PMCID: PMC8874897 DOI: 10.1021/acs.chemrev.1c00525] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Life in our planet is highly dependent on plants as they are the primary source of food, regulators of the atmosphere, and providers of a variety of materials. In this work, we review the progress on bioelectronic devices for plants and biohybrid systems based on plants, therefore discussing advancements that view plants either from a biological or a technological perspective, respectively. We give an overview on wearable and implantable bioelectronic devices for monitoring and modulating plant physiology that can be used as tools in basic plant science or find application in agriculture. Furthermore, we discuss plant-wearable devices for monitoring a plant's microenvironment that will enable optimization of growth conditions. The review then covers plant biohybrid systems where plants are an integral part of devices or are converted to devices upon functionalization with smart materials, including self-organized electronics, plant nanobionics, and energy applications. The review focuses on advancements based on organic electronic and carbon-based materials and discusses opportunities, challenges, as well as future steps.
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Affiliation(s)
- Gwennaël Dufil
- Laboratory of Organic Electronics, Department of Science and Technology, Linköping University, SE-601 74 Norrköping, Sweden
| | - Iwona Bernacka-Wojcik
- Laboratory of Organic Electronics, Department of Science and Technology, Linköping University, SE-601 74 Norrköping, Sweden
| | - Adam Armada-Moreira
- Laboratory of Organic Electronics, Department of Science and Technology, Linköping University, SE-601 74 Norrköping, Sweden
| | - Eleni Stavrinidou
- Laboratory of Organic Electronics, Department of Science and Technology, Linköping University, SE-601 74 Norrköping, Sweden.,Wallenberg Wood Science Center, Department of Science and Technology, Linköping University, SE-60174 Norrköping, Sweden.,Umeå Plant Science Centre, Department of Forest Genetics and Plant Physiology, Swedish University of Agricultural Sciences, Campus Umeå, SE-901 83 Umeå, Sweden
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9
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Singh G, Pereira D, Baudrey S, Hoffmann E, Ryckelynck M, Asnacios A, Chabouté ME. Real-time tracking of root hair nucleus morphodynamics using a microfluidic approach. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2021; 108:303-313. [PMID: 34562320 DOI: 10.1111/tpj.15511] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 09/06/2021] [Accepted: 09/13/2021] [Indexed: 06/13/2023]
Abstract
Root hairs (RHs) are tubular extensions of root epidermal cells that favour nutrient uptake and microbe interactions. RHs show a fast apical growth, constituting a unique single cell model system for analysing cellular morphodynamics. In this context, live cell imaging using microfluidics recently developed to analyze root development is appealing, although high-resolution imaging is still lacking to enable an investigation of the accurate spatiotemporal morphodynamics of organelles. Here, we provide a powerful coverslip based microfluidic device (CMD) that enables us to capture high resolution confocal imaging of Arabidopsis RH development with real-time monitoring of nuclear movement and shape changes. To validate the setup, we confirmed the typical RH growth rates and the mean nuclear positioning previously reported with classical methods. Moreover, to illustrate the possibilities offered by the CMD, we have compared the real-time variations in the circularity, area and aspect ratio of nuclei moving in growing and mature RHs. Interestingly, we observed higher aspect ratios in the nuclei of mature RHs, correlating with higher speeds of nuclear migration. This observation opens the way for further investigations of the effect of mechanical constraints on nuclear shape changes during RH growth and nuclear migration and its role in RH and plant development.
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Affiliation(s)
- Gaurav Singh
- Institut de biologie moléculaire des plantes, CNRS, Université de Strasbourg, Strasbourg, 67084, France
| | - David Pereira
- Laboratoire Matière et Systèmes Complexes, UMR 7057, CNRS et Université de Paris, Paris, 75013, France
| | - Stéphanie Baudrey
- Université de Strasbourg, CNRS, Architecture et Réactivité de l'ARN, UPR 9002, Strasbourg, 67000, France
| | - Elise Hoffmann
- Institut de biologie moléculaire des plantes, CNRS, Université de Strasbourg, Strasbourg, 67084, France
| | - Michael Ryckelynck
- Université de Strasbourg, CNRS, Architecture et Réactivité de l'ARN, UPR 9002, Strasbourg, 67000, France
| | - Atef Asnacios
- Laboratoire Matière et Systèmes Complexes, UMR 7057, CNRS et Université de Paris, Paris, 75013, France
| | - Marie-Edith Chabouté
- Institut de biologie moléculaire des plantes, CNRS, Université de Strasbourg, Strasbourg, 67084, France
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10
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Moussus M, Meier M. A 3D-printed Arabidopsis thaliana root imaging platform. LAB ON A CHIP 2021; 21:2557-2564. [PMID: 33999087 DOI: 10.1039/d1lc00149c] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
High-resolution live imaging promises new insights into the cellular and molecular dynamics of the plant root system in response to external cues. Microfluidic platforms are valuable analytical tools that combine the precise spatial and temporal control of culture conditions with live-imaging capabilities. However, complexity in the fabrication and operations of current plant microfluidic platforms limits their use to a few technologically-focused laboratories. Here, we design and characterize an easy-to-implement 3D printed open microfluidic platform for Arabidopsis thaliana roots. Our biocompatibility study identified a suitable material for the platform production and an established drought stress assay validates the reliability of our stereolithography (SLA)-based next generation RootChip.
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Affiliation(s)
- Michel Moussus
- Helmholtz Pioneer Campus, Helmholtz Zentrum München, Munich, Germany.
| | - Matthias Meier
- Helmholtz Pioneer Campus, Helmholtz Zentrum München, Munich, Germany. and Medical Faculty, Technical University of Munich, Munich, Germany
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11
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Sun Y, Tayagui A, Sale S, Sarkar D, Nock V, Garrill A. Platforms for High-Throughput Screening and Force Measurements on Fungi and Oomycetes. MICROMACHINES 2021; 12:mi12060639. [PMID: 34070887 PMCID: PMC8227076 DOI: 10.3390/mi12060639] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/01/2021] [Revised: 05/27/2021] [Accepted: 05/28/2021] [Indexed: 01/19/2023]
Abstract
Pathogenic fungi and oomycetes give rise to a significant number of animal and plant diseases. While the spread of these pathogenic microorganisms is increasing globally, emerging resistance to antifungal drugs is making associated diseases more difficult to treat. High-throughput screening (HTS) and new developments in lab-on-a-chip (LOC) platforms promise to aid the discovery of urgently required new control strategies and anti-fungal/oomycete drugs. In this review, we summarize existing HTS and emergent LOC approaches in the context of infection strategies and invasive growth exhibited by these microorganisms. To aid this, we introduce key biological aspects and review existing HTS platforms based on both conventional and LOC techniques. We then provide an in-depth discussion of more specialized LOC platforms for force measurements on hyphae and to study electro- and chemotaxis in spores, approaches which have the potential to aid the discovery of alternative drug targets on future HTS platforms. Finally, we conclude with a brief discussion of the technical developments required to improve the uptake of these platforms into the general laboratory environment.
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Affiliation(s)
- Yiling Sun
- Biomolecular Interaction Centre, Department of Electrical and Computer Engineering, University of Canterbury, Christchurch 8041, New Zealand; (Y.S.); (A.T.); (S.S.); (D.S.)
- The MacDiarmid Institute for Advanced Materials and Nanotechnology, Wellington 6140, New Zealand
| | - Ayelen Tayagui
- Biomolecular Interaction Centre, Department of Electrical and Computer Engineering, University of Canterbury, Christchurch 8041, New Zealand; (Y.S.); (A.T.); (S.S.); (D.S.)
- The MacDiarmid Institute for Advanced Materials and Nanotechnology, Wellington 6140, New Zealand
- School of Biological Sciences, University of Canterbury, Christchurch 8041, New Zealand
| | - Sarah Sale
- Biomolecular Interaction Centre, Department of Electrical and Computer Engineering, University of Canterbury, Christchurch 8041, New Zealand; (Y.S.); (A.T.); (S.S.); (D.S.)
- School of Biological Sciences, University of Canterbury, Christchurch 8041, New Zealand
| | - Debolina Sarkar
- Biomolecular Interaction Centre, Department of Electrical and Computer Engineering, University of Canterbury, Christchurch 8041, New Zealand; (Y.S.); (A.T.); (S.S.); (D.S.)
- School of Biological Sciences, University of Canterbury, Christchurch 8041, New Zealand
| | - Volker Nock
- Biomolecular Interaction Centre, Department of Electrical and Computer Engineering, University of Canterbury, Christchurch 8041, New Zealand; (Y.S.); (A.T.); (S.S.); (D.S.)
- The MacDiarmid Institute for Advanced Materials and Nanotechnology, Wellington 6140, New Zealand
- Correspondence: (V.N.); (A.G.)
| | - Ashley Garrill
- Biomolecular Interaction Centre, Department of Electrical and Computer Engineering, University of Canterbury, Christchurch 8041, New Zealand; (Y.S.); (A.T.); (S.S.); (D.S.)
- School of Biological Sciences, University of Canterbury, Christchurch 8041, New Zealand
- Correspondence: (V.N.); (A.G.)
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12
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Sagita R, Quax WJ, Haslinger K. Current State and Future Directions of Genetics and Genomics of Endophytic Fungi for Bioprospecting Efforts. Front Bioeng Biotechnol 2021; 9:649906. [PMID: 33791289 PMCID: PMC8005728 DOI: 10.3389/fbioe.2021.649906] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Accepted: 02/16/2021] [Indexed: 12/16/2022] Open
Abstract
The bioprospecting of secondary metabolites from endophytic fungi received great attention in the 1990s and 2000s, when the controversy around taxol production from Taxus spp. endophytes was at its height. Since then, hundreds of reports have described the isolation and characterization of putative secondary metabolites from endophytic fungi. However, only very few studies also report the genetic basis for these phenotypic observations. With low sequencing cost and fast sample turnaround, genetics- and genomics-based approaches have risen to become comprehensive approaches to study natural products from a wide-range of organisms, especially to elucidate underlying biosynthetic pathways. However, in the field of fungal endophyte biology, elucidation of biosynthetic pathways is still a major challenge. As a relatively poorly investigated group of microorganisms, even in the light of recent efforts to sequence more fungal genomes, such as the 1000 Fungal Genomes Project at the Joint Genome Institute (JGI), the basis for bioprospecting of enzymes and pathways from endophytic fungi is still rather slim. In this review we want to discuss the current approaches and tools used to associate phenotype and genotype to elucidate biosynthetic pathways of secondary metabolites in endophytic fungi through the lens of bioprospecting. This review will point out the reported successes and shortcomings, and discuss future directions in sampling, and genetics and genomics of endophytic fungi. Identifying responsible biosynthetic genes for the numerous secondary metabolites isolated from endophytic fungi opens the opportunity to explore the genetic potential of producer strains to discover novel secondary metabolites and enhance secondary metabolite production by metabolic engineering resulting in novel and more affordable medicines and food additives.
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Affiliation(s)
| | | | - Kristina Haslinger
- Groningen Institute of Pharmacy, Chemical and Pharmaceutical Biology, University of Groningen, Groningen, Netherlands
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13
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Microfluidics in Biotechnology: Quo Vadis. ADVANCES IN BIOCHEMICAL ENGINEERING/BIOTECHNOLOGY 2021; 179:355-380. [PMID: 33495924 DOI: 10.1007/10_2020_162] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
The emerging technique of microfluidics offers new approaches for precisely controlling fluidic conditions on a small scale, while simultaneously facilitating data collection in both high-throughput and quantitative manners. As such, the so-called lab-on-a-chip (LOC) systems have the potential to revolutionize the field of biotechnology. But what needs to happen in order to truly integrate them into routine biotechnological applications? In this chapter, some of the most promising applications of microfluidic technology within the field of biotechnology are surveyed, and a few strategies for overcoming current challenges posed by microfluidic LOC systems are examined. In addition, we also discuss the intensifying trend (across all biotechnology fields) of using point-of-use applications which is being facilitated by new technological achievements.
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14
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Chen L, Han Z, Fan X, Zhang S, Wang J, Duan X. An impedance-coupled microfluidic device for single-cell analysis of primary cell wall regeneration. Biosens Bioelectron 2020; 165:112374. [DOI: 10.1016/j.bios.2020.112374] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Revised: 05/29/2020] [Accepted: 06/07/2020] [Indexed: 10/24/2022]
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15
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Ke J, Wang B, Yoshikuni Y. Microbiome Engineering: Synthetic Biology of Plant-Associated Microbiomes in Sustainable Agriculture. Trends Biotechnol 2020; 39:244-261. [PMID: 32800605 DOI: 10.1016/j.tibtech.2020.07.008] [Citation(s) in RCA: 101] [Impact Index Per Article: 25.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Revised: 07/16/2020] [Accepted: 07/17/2020] [Indexed: 12/28/2022]
Abstract
To support an ever-increasing population, modern agriculture faces numerous challenges that pose major threats to global food and energy security. Plant-associated microbes, with their many plant growth-promoting (PGP) traits, have enormous potential in helping to solve these challenges. However, the results of their use in agriculture have been variable, probably because of poor colonization. Phytomicrobiome engineering is an emerging field of synthetic biology that may offer ways to alleviate this limitation. This review highlights recent advances in both bottom-up and top-down approaches to engineering non-model bacteria and microbiomes to promote beneficial plant-microbe interactions, as well as advances in strategies to evaluate these interactions. Biosafety, biosecurity, and biocontainment strategies to address the environmental concerns associated with field use of synthetic microbes are also discussed.
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Affiliation(s)
- Jing Ke
- US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Bing Wang
- US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Yasuo Yoshikuni
- US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA; Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA; Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA; Center for Advanced Bioenergy and Bioproducts Innovation, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA; Global Institution for Collaborative Research and Education, Hokkaido University, Hokkaido 060-8589, Japan.
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16
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Chang S, Lee U, Hong MJ, Jo YD, Kim JB. High-Throughput Phenotyping (HTP) Data Reveal Dosage Effect at Growth Stages in Arabidopsis thaliana Irradiated by Gamma Rays. PLANTS (BASEL, SWITZERLAND) 2020; 9:E557. [PMID: 32349236 PMCID: PMC7284948 DOI: 10.3390/plants9050557] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Revised: 04/22/2020] [Accepted: 04/24/2020] [Indexed: 01/25/2023]
Abstract
The effects of radiation dosages on plant species are quantitatively presented as the lethal dose or the dose required for growth reduction in mutation breeding. However, lethal dose and growth reduction fail to provide dynamic growth behavior information such as growth rate after irradiation. Irradiated seeds of Arabidopsis were grown in an environmentally controlled high-throughput phenotyping (HTP) platform to capture growth images that were analyzed with machine learning algorithms. Analysis of digital phenotyping data revealed unique growth patterns following treatments below LD50 value at 641 Gy. Plants treated with 100-Gy gamma irradiation showed almost identical growth pattern compared with wild type; the hormesis effect was observed >21 days after sowing. In 200 Gy-treated plants, a uniform growth pattern but smaller rosette areas than the wild type were seen (p < 0.05). The shift between vegetative and reproductive stages was not retarded by irradiation at 200 and 300 Gy although growth inhibition was detected under the same irradiation dose. Results were validated using 200 and 300 Gy doses with HTP in a separate study. To our knowledge, this is the first study to apply a HTP platform to measure and analyze the dosage effect of radiation in plants. The method enabled an in-depth analysis of growth patterns, which could not be detected previously due to a lack of time-series data. This information will improve our knowledge about the effects of radiation in model plant species and crops.
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Affiliation(s)
- Sungyul Chang
- Radiation Breeding Research Team, Advanced Radiation Technology Institute (ARTI), Korea Atomic Energy Research Institute (KAERI), 29 Geumgu-gil, Jeongeup-si, Jeollabuk-do 56212, Korea; (S.C.); (M.J.H.)
| | - Unseok Lee
- Smart Farm Research Center, Korea Institute of Science and Technology (KIST), 679 Saimdang-ro, Gangneung, Gangwon-do 210-340, Korea;
| | - Min Jeong Hong
- Radiation Breeding Research Team, Advanced Radiation Technology Institute (ARTI), Korea Atomic Energy Research Institute (KAERI), 29 Geumgu-gil, Jeongeup-si, Jeollabuk-do 56212, Korea; (S.C.); (M.J.H.)
| | - Yeong Deuk Jo
- Radiation Breeding Research Team, Advanced Radiation Technology Institute (ARTI), Korea Atomic Energy Research Institute (KAERI), 29 Geumgu-gil, Jeongeup-si, Jeollabuk-do 56212, Korea; (S.C.); (M.J.H.)
| | - Jin-Baek Kim
- Radiation Breeding Research Team, Advanced Radiation Technology Institute (ARTI), Korea Atomic Energy Research Institute (KAERI), 29 Geumgu-gil, Jeongeup-si, Jeollabuk-do 56212, Korea; (S.C.); (M.J.H.)
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17
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Noirot-Gros MF, Shinde SV, Akins C, Johnson JL, Zerbs S, Wilton R, Kemner KM, Noirot P, Babnigg G. Functional Imaging of Microbial Interactions With Tree Roots Using a Microfluidics Setup. FRONTIERS IN PLANT SCIENCE 2020; 11:408. [PMID: 32351525 PMCID: PMC7174594 DOI: 10.3389/fpls.2020.00408] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2019] [Accepted: 03/20/2020] [Indexed: 05/20/2023]
Abstract
Coupling microfluidics with microscopy has emerged as a powerful approach to study at cellular resolution the dynamics in plant physiology and root-microbe interactions (RMIs). Most devices have been designed to study the model plant Arabidopsis thaliana at higher throughput than conventional methods. However, there is a need for microfluidic devices which enable in vivo studies of root development and RMIs in woody plants. Here, we developed the RMI-chip, a simple microfluidic setup in which Populus tremuloides (aspen tree) seedlings can grow for over a month, allowing continuous microscopic observation of interactions between live roots and rhizobacteria. We find that the colonization of growing aspen roots by Pseudomonas fluorescens in the RMI-chip involves dynamic biofilm formation and dispersal, in keeping with previous observations in a different experimental set-up. Also, we find that whole-cell biosensors based on the rhizobacterium Bacillus subtilis can be used to monitor compositional changes in the rhizosphere but that the application of these biosensors is limited by their efficiency at colonizing aspen roots and persisting. These results indicate that functional imaging of dynamic root-bacteria interactions in the RMI-chip requires careful matching between the host plant and the bacterial root colonizer.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Gyorgy Babnigg
- Biosciences Division, Argonne National Laboratory, Lemont, IL, United States
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18
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Light Gradient-Based Screening of Arabidopsis thaliana on a 384-Well Type Plant Array Chip. MICROMACHINES 2020; 11:mi11020191. [PMID: 32059534 PMCID: PMC7074641 DOI: 10.3390/mi11020191] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/24/2019] [Revised: 02/07/2020] [Accepted: 02/08/2020] [Indexed: 12/03/2022]
Abstract
Arabidopsis thaliana (Arabidopsis), as a model for plant research, is widely used for various aspects of plant science. To provide a more sophisticated and microscopic environment for the germination and growth of Arabidopsis, we report a 384-well type plant array chip in which each Arabidopsis seed is independently seeded in a solid medium. The plant array chip is made of a poly(methyl methacrylate) (PMMA) acrylic material and is assembled with a home-made light gradient module to investigate the light effects that significantly affect the germination and growth of Arabidopsis. The light gradient module was used to observe the growth pattern of seedlings according to the intensity of the white light and to efficiently screen for the influence of the white light. To investigate the response to red light (600 nm), which stimulates seed germination, the light gradient module was also applied to the germination test. As a result, the germination results showed that the plant array chip can be used to simultaneously screen wild type seeds and phytochrome B mutant seeds on a single array chip according to the eight red light intensities.
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19
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A Foldable Chip Array for the Continuous Investigation of Seed Germination and the Subsequent Root Development of Seedlings. MICROMACHINES 2019; 10:mi10120884. [PMID: 31861063 PMCID: PMC6953092 DOI: 10.3390/mi10120884] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Revised: 12/08/2019] [Accepted: 12/13/2019] [Indexed: 11/29/2022]
Abstract
Seed germination and seedling root development are important indicators of plant development. This work designed and fabricated a foldable microfluidic chip array for conducting nondestructive and continuous evaluation of seed germination and subsequent seedling development in situ. Each plant chamber has two functional units: seed germination part and root-growth part. The root-growth parts are themselves connected to a single channel designed to provide a uniform culture medium for plant growth. The individual chips are connected into an array using elastic hinges that facilitate the folding and unfolding of the array to accommodate different viewing purposes. In the folded state, the seed germination chambers form a closely spaced array platform to facilitate the comparison of seed germination and plant development characteristics. Unfolding the array facilitates a clear examination of root development within the root-growth parts. The observation window of an individual chip facilitates either the direct examination of the developing seedling (e.g., stems and leaves) or the use of a microscope for examining microscale features (e.g., root tips and root hairs). The potential of the proposed foldable chip array as a new cultivation platform for botanic studies is demonstrated by examining the seed germination and seedling development of tobacco (Nicotiana tabacum) under different cultivation conditions.
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20
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Wang JZ, Zhu LL, Zhang F, Herman RA, Li WJ, Zhou XJ, Wu FA, Wang J. Microfluidic tools for lipid production and modification: a review. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2019; 26:35482-35496. [PMID: 31327140 DOI: 10.1007/s11356-019-05833-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Accepted: 06/24/2019] [Indexed: 06/10/2023]
Abstract
Microfluidics has great potential as an efficient tool for a large range of applications in industry. The ability of such devices to deal with an extremely small amount of fluid has additional benefits, including superlatively fast and efficient mass and heat transfer. These characteristics of microfluidics have attracted an enormous amount of interest in their use as a novel tool for lipid production and modification. In addition, lipid resources have a close relationship with energy resources, and lipids are an alternative renewable energy source. Here, recent advances in the application of microfluidics for lipid production and modification, especially in the discovery, culturing, harvesting, separating, and monitoring of lipid-producing microorganisms, will be reviewed. Other applications of microfluidics, such as the modification of lipids from microorganisms, will also be discussed. The novel microfluidic tools in this review will be useful in applications to improve lipid production and modification in the future.
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Affiliation(s)
- Jin-Zheng Wang
- School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, 212018, People's Republic of China
| | - Lin-Lin Zhu
- School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, 212018, People's Republic of China
| | - Fan Zhang
- School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, 212018, People's Republic of China
| | - Richard Ansah Herman
- School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, 212018, People's Republic of China
| | - Wen-Jing Li
- School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, 212018, People's Republic of China
| | - Xue-Jiao Zhou
- School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, 212018, People's Republic of China
| | - Fu-An Wu
- School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, 212018, People's Republic of China
- Sericultural Research Institute, Chinese Academy of Agricultural Sciences, Zhenjiang, 212018, People's Republic of China
- Key Laboratory of Silkworm and Mulberry Genetic Improvement, Ministry of Agriculture and Rural Affairs, Zhenjiang, 212018, People's Republic of China
- Jiangsu Key Laboratory of Sericultural Biology and Biotechnology, Zhenjiang, 212018, People's Republic of China
| | - Jun Wang
- School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, 212018, People's Republic of China.
- Sericultural Research Institute, Chinese Academy of Agricultural Sciences, Zhenjiang, 212018, People's Republic of China.
- Key Laboratory of Silkworm and Mulberry Genetic Improvement, Ministry of Agriculture and Rural Affairs, Zhenjiang, 212018, People's Republic of China.
- Jiangsu Key Laboratory of Sericultural Biology and Biotechnology, Zhenjiang, 212018, People's Republic of China.
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21
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Macagno J, Lescano MR, Berli CLA. Milli-channel array for direct and quick reading of root elongation bioassays. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2019; 178:51-57. [PMID: 30991247 DOI: 10.1016/j.ecoenv.2019.04.020] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2019] [Revised: 04/04/2019] [Accepted: 04/08/2019] [Indexed: 06/09/2023]
Abstract
A novel platform to perform systematic analysis and direct reading of root elongation bioassays is presented. The device was designed to include multiplexed microenvironments for the germination and growth of individual seeds, which allows observation by the naked eye or by optical systems, notably cellphone cameras. Prototypes were fabricated by laser micromachining on a highly transparent material that is fully compatible with biological systems. The effectiveness of the milli-channel array was verified against the conventional system (Petri dish). Lactuca sativa was chosen as a model species and glyphosate as a typical toxic agent. All tests were run according to standardized procedures and data analysis was carried out through different statistical indicators such as the root elongation and germination indexes. Results attained in the milli-channel array were identical to those in Petri dish, with the remarkable benefit that several steps required in the conventional system were avoided, which enormously decreases the operation time and the possibility of experimental errors. Further advantages of the milli-channel array are also reported, such as the capability to achieve live imaging of plant organs growth through a simple experiment. The developed device has been proven to be effective, versatile, easy-to-use, and integrable to cellphones, which naturally provide facilities for data recording, analysis, and networking. These improvements open the route to novel applications of bioassays in the wide field of ecotoxicology and environmental studies.
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Affiliation(s)
- Joana Macagno
- INTEC (Universidad Nacional del Litoral-CONICET), Predio CCT-CONICET, RN 168, 3000, Santa Fe, Argentina
| | - Maia R Lescano
- INTEC (Universidad Nacional del Litoral-CONICET), Predio CCT-CONICET, RN 168, 3000, Santa Fe, Argentina
| | - Claudio L A Berli
- INTEC (Universidad Nacional del Litoral-CONICET), Predio CCT-CONICET, RN 168, 3000, Santa Fe, Argentina.
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22
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Chai HH, Chen F, Zhang SJ, Li YD, Lu ZS, Kang YJ, Yu L. Multi-chamber petaloid root-growth chip for the non-destructive study of the development and physiology of the fibrous root system of Oryza sativa. LAB ON A CHIP 2019; 19:2383-2393. [PMID: 31187104 DOI: 10.1039/c9lc00396g] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
The root system of plants is a major component of their bodies in terms of both function and bulk. The investigation of root system development is greatly assisted by microfluidic devices, which improve the spatial and temporal resolution of observations without destroying tissue. In the present study, a multi-chamber petaloid root-growth chip was developed for studying the development and physiology of root systems that have thin branching structures (i.e., fibrous root systems). The petaloid root-growth chip includes a central seed germination chamber and five root-growth chambers for observing the development of fibrous roots. The proposed device was applied for investigating the root system development of Oryza sativa. The phenotype and growth kinetics of O. sativa root systems grown in the proposed device were compared with those obtained during growth in a conventional conical flask with agar-based medium, and the results indicated that cultivation in the miniaturized device did not delay root system growth in the early stage (≤2 weeks). In addition, the transparent device enabled the non-destructive observation of the developmental and microstructural characteristics of the roots, such as the root caps, root border cells, and root hairs. Moreover, the ability to control the microenvironment in each of the five root-growth chambers individually facilitated the investigation of specific adaptations in the fibrous root growth of single O. sativa seedlings to different drought stresses. Accordingly, five polyethylene glycol (PEG)6000-induced drought stress conditions were established in the five root-growth chambers to investigate the root development of a single O. sativa seedling in the central germination chamber. In situ observations demonstrated that the different PEG6000-induced conditions affected the root growth responses and root microstructural adaptations of the single seedlings in each root-growth chamber. Therefore, the petaloid root-growth microfluidic chip can eliminate the effects of variations in different plant seeds to reveal the responses of plants to different environmental conditions more objectively while concurrently allowing for non-destructive observations at very high spatial and temporal resolution.
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Affiliation(s)
- Hui Hui Chai
- Key Laboratory of Luminescent and Real-Time Analytical Chemistry (Southwest University), Ministry of Education, Institute for Clean Energy and Advanced Materials, Faculty of Materials and Energy, Southwest University, Chongqing 400715, PR China.
| | - Feng Chen
- Key Laboratory of Luminescent and Real-Time Analytical Chemistry (Southwest University), Ministry of Education, Institute for Clean Energy and Advanced Materials, Faculty of Materials and Energy, Southwest University, Chongqing 400715, PR China.
| | - Shu Jie Zhang
- Key Laboratory of Luminescent and Real-Time Analytical Chemistry (Southwest University), Ministry of Education, Institute for Clean Energy and Advanced Materials, Faculty of Materials and Energy, Southwest University, Chongqing 400715, PR China.
| | - Ya Dan Li
- Key Laboratory of Luminescent and Real-Time Analytical Chemistry (Southwest University), Ministry of Education, Institute for Clean Energy and Advanced Materials, Faculty of Materials and Energy, Southwest University, Chongqing 400715, PR China.
| | - Zhi Song Lu
- Key Laboratory of Luminescent and Real-Time Analytical Chemistry (Southwest University), Ministry of Education, Institute for Clean Energy and Advanced Materials, Faculty of Materials and Energy, Southwest University, Chongqing 400715, PR China.
| | - Yue Jun Kang
- Key Laboratory of Luminescent and Real-Time Analytical Chemistry (Southwest University), Ministry of Education, Institute for Clean Energy and Advanced Materials, Faculty of Materials and Energy, Southwest University, Chongqing 400715, PR China.
| | - Ling Yu
- Key Laboratory of Luminescent and Real-Time Analytical Chemistry (Southwest University), Ministry of Education, Institute for Clean Energy and Advanced Materials, Faculty of Materials and Energy, Southwest University, Chongqing 400715, PR China. and Guangan Changming Research Institute for Advanced Industrial Technology, Guangan 638500, PR China
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23
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Massalha H, Korenblum E, Shapiro OH, Aharoni A. Tracking Root Interactions System (TRIS) Experiment and Quality Control. Bio Protoc 2019; 9:e3211. [PMID: 33655005 DOI: 10.21769/bioprotoc.3211] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2018] [Revised: 03/21/2019] [Accepted: 03/26/2019] [Indexed: 11/02/2022] Open
Abstract
Soil organisms are diverse taxonomically and functionally. This ecosystem experiences highly complex networks of interactions, but may also present functionally independent entities. Plant roots, a metabolically active hotspot in the soil, take an essential part in shaping the rhizosphere. Tracking the dynamics of root-microbe interactions at high spatial resolution is currently limited due to methodological intricacy. In this study, we developed a novel microfluidics-based device enabling direct imaging of root-bacteria interactions in real time.
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Affiliation(s)
- Hassan Massalha
- Department of Plant and Environmental Sciences, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Elisa Korenblum
- Department of Plant and Environmental Sciences, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Orr H Shapiro
- Department of Food Sciences, Institute for Postharvest and Food Sciences, Agricultural Research Organization, The Volcani Center, Rishon LeZion 7528809, Israel
| | - Asaph Aharoni
- Department of Plant and Environmental Sciences, Weizmann Institute of Science, Rehovot 76100, Israel
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24
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Sasse J, Kant J, Cole BJ, Klein AP, Arsova B, Schlaepfer P, Gao J, Lewald K, Zhalnina K, Kosina S, Bowen BP, Treen D, Vogel J, Visel A, Watt M, Dangl JL, Northen TR. Multilab EcoFAB study shows highly reproducible physiology and depletion of soil metabolites by a model grass. THE NEW PHYTOLOGIST 2019; 222:1149-1160. [PMID: 30585637 PMCID: PMC6519027 DOI: 10.1111/nph.15662] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/05/2018] [Accepted: 12/18/2018] [Indexed: 05/12/2023]
Abstract
There is a dynamic reciprocity between plants and their environment: soil physiochemical properties influence plant morphology and metabolism, and root morphology and exudates shape the environment surrounding roots. Here, we investigate the reproducibility of plant trait changes in response to three growth environments. We utilized fabricated ecosystem (EcoFAB) devices to grow the model grass Brachypodium distachyon in three distinct media across four laboratories: phosphate-sufficient and -deficient mineral media allowed assessment of the effects of phosphate starvation, and a complex, sterile soil extract represented a more natural environment with yet uncharacterized effects on plant growth and metabolism. Tissue weight and phosphate content, total root length, and root tissue and exudate metabolic profiles were consistent across laboratories and distinct between experimental treatments. Plants grown in soil extract were morphologically and metabolically distinct, with root hairs four times longer than with other growth conditions. Further, plants depleted half of the metabolites investigated from the soil extract. To interact with their environment, plants not only adapt morphology and release complex metabolite mixtures, but also selectively deplete a range of soil-derived metabolites. The EcoFABs utilized here generated high interlaboratory reproducibility, demonstrating their value in standardized investigations of plant traits.
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Affiliation(s)
- Joelle Sasse
- Lawrence Berkeley National Laboratory1 Cyclotron RoadBerkeleyCA94720USA
- Joint Genome Institute2800 Mitchell DriveWalnut CreekCA94598USA
| | - Josefine Kant
- Institut für Bio‐ & GeowissenschaftenForschungszentrum JülichWilhelm‐Johnen‐Straße52428JülichGermany
| | - Benjamin J. Cole
- Lawrence Berkeley National Laboratory1 Cyclotron RoadBerkeleyCA94720USA
- Joint Genome Institute2800 Mitchell DriveWalnut CreekCA94598USA
| | - Andrew P. Klein
- Department of BiologyHoward Hughes Medical InstituteUniversity of North Carolina Chapel Hill250 Bell Tower DriveChapel HillNC27599USA
| | - Borjana Arsova
- Institut für Bio‐ & GeowissenschaftenForschungszentrum JülichWilhelm‐Johnen‐Straße52428JülichGermany
| | - Pascal Schlaepfer
- Institute of Molecular Plant BiologyETH ZürichUniversitätsstrasse 28092ZürichSwitzerland
| | - Jian Gao
- Lawrence Berkeley National Laboratory1 Cyclotron RoadBerkeleyCA94720USA
- Joint Genome Institute2800 Mitchell DriveWalnut CreekCA94598USA
| | - Kyle Lewald
- Lawrence Berkeley National Laboratory1 Cyclotron RoadBerkeleyCA94720USA
- Joint Genome Institute2800 Mitchell DriveWalnut CreekCA94598USA
| | - Kateryna Zhalnina
- Lawrence Berkeley National Laboratory1 Cyclotron RoadBerkeleyCA94720USA
- Joint Genome Institute2800 Mitchell DriveWalnut CreekCA94598USA
| | - Suzanne Kosina
- Lawrence Berkeley National Laboratory1 Cyclotron RoadBerkeleyCA94720USA
- Joint Genome Institute2800 Mitchell DriveWalnut CreekCA94598USA
| | - Benjamin P. Bowen
- Lawrence Berkeley National Laboratory1 Cyclotron RoadBerkeleyCA94720USA
- Joint Genome Institute2800 Mitchell DriveWalnut CreekCA94598USA
| | - Daniel Treen
- Lawrence Berkeley National Laboratory1 Cyclotron RoadBerkeleyCA94720USA
- Joint Genome Institute2800 Mitchell DriveWalnut CreekCA94598USA
| | - John Vogel
- Lawrence Berkeley National Laboratory1 Cyclotron RoadBerkeleyCA94720USA
- Joint Genome Institute2800 Mitchell DriveWalnut CreekCA94598USA
| | - Axel Visel
- Lawrence Berkeley National Laboratory1 Cyclotron RoadBerkeleyCA94720USA
- Joint Genome Institute2800 Mitchell DriveWalnut CreekCA94598USA
- School of Natural SciencesUniversity of CaliforniaMercedCA95343USA
| | - Michelle Watt
- Institut für Bio‐ & GeowissenschaftenForschungszentrum JülichWilhelm‐Johnen‐Straße52428JülichGermany
| | - Jeffery L. Dangl
- Department of BiologyHoward Hughes Medical InstituteUniversity of North Carolina Chapel Hill250 Bell Tower DriveChapel HillNC27599USA
| | - Trent R. Northen
- Lawrence Berkeley National Laboratory1 Cyclotron RoadBerkeleyCA94720USA
- Joint Genome Institute2800 Mitchell DriveWalnut CreekCA94598USA
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25
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Khan Z, Karamahmutoğlu H, Elitaş M, Yüce M, Budak H. THROUGH THE LOOKING GLASS: Real-Time Imaging in Brachypodium Roots and Osmotic Stress Analysis. PLANTS (BASEL, SWITZERLAND) 2019; 8:E14. [PMID: 30625995 PMCID: PMC6358813 DOI: 10.3390/plants8010014] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/17/2018] [Revised: 12/23/2018] [Accepted: 01/04/2019] [Indexed: 01/01/2023]
Abstract
To elucidate dynamic developmental processes in plants, live tissues and organs must be visualised frequently and for extended periods. The development of roots is studied at a cellular resolution not only to comprehend the basic processes fundamental to maintenance and pattern formation but also study stress tolerance adaptation in plants. Despite technological advancements, maintaining continuous access to samples and simultaneously preserving their morphological structures and physiological conditions without causing damage presents hindrances in the measurement, visualisation and analyses of growing organs including plant roots. We propose a preliminary system which integrates the optical real-time visualisation through light microscopy with a liquid culture which enables us to image at the tissue and cellular level horizontally growing Brachypodium roots every few minutes and up to 24 h. We describe a simple setup which can be used to track the growth of the root as it grows including the root tip growth and osmotic stress dynamics. We demonstrate the system's capability to scale down the PEG-mediated osmotic stress analysis and collected data on gene expression under osmotic stress.
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Affiliation(s)
- Zaeema Khan
- Molecular Biology, Genetics and Bioengineering Program, Faculty of Engineering and Natural Sciences, Sabanci University, Istanbul 34956, Turkey.
| | - Hande Karamahmutoğlu
- Mechatronics Program, Faculty of Engineering and Natural Sciences, Sabanci University, Istanbul 34956, Turkey.
| | - Meltem Elitaş
- Mechatronics Program, Faculty of Engineering and Natural Sciences, Sabanci University, Istanbul 34956, Turkey.
| | - Meral Yüce
- Sabanci University SUNUM Nanotechnology Research and Application Centre, Istanbul 34956, Turkey.
| | - Hikmet Budak
- Cereal Genomics Lab, Department of Plant Sciences and Plant Pathology, Montana State University, Bozeman, MT 59717, USA.
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26
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Stanley CE, Shrivastava J, Brugman R, Heinzelmann E, Frajs V, Bühler A, van Swaay D, Grossmann G. Fabrication and use of the dual-flow-RootChip for the imaging of Arabidopsis roots in asymmetric microenvironments. Bio Protoc 2018; 8:e3010. [PMID: 34395800 DOI: 10.21769/bioprotoc.3010] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2018] [Revised: 08/20/2018] [Accepted: 09/04/2018] [Indexed: 11/02/2022] Open
Abstract
This protocol provides a detailed description of how to fabricate and use the dual-flow-RootChip (dfRootChip), a novel microfluidic platform for investigating root nutrition, root-microbe interactions and signaling and development in controlled asymmetric conditions. The dfRootChip was developed primarily to investigate how plants roots interact with their environment by simulating environmental heterogeneity. The goal of this protocol is to provide a detailed resource for researchers in the biological sciences wishing to employ the dfRootChip in particular, or microfluidic devices in general, in their laboratory.
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Affiliation(s)
- Claire E Stanley
- Agroecology and Environment Research Division, Agroscope, Zürich, Switzerland
| | - Jagriti Shrivastava
- Centre for Organismal Studies (COS) Heidelberg, Universität Heidelberg, Heidelberg, Germany.,Heidelberg Biosciences International Graduate School of Heidelberg Molecular Life Sciences (HBIGS), Universität Heidelberg, Heidelberg, Germany
| | - Rik Brugman
- Centre for Organismal Studies (COS) Heidelberg, Universität Heidelberg, Heidelberg, Germany
| | - Elisa Heinzelmann
- Centre for Organismal Studies (COS) Heidelberg, Universität Heidelberg, Heidelberg, Germany
| | - Viktoria Frajs
- Centre for Organismal Studies (COS) Heidelberg, Universität Heidelberg, Heidelberg, Germany
| | - Andreas Bühler
- Agroecology and Environment Research Division, Agroscope, Zürich, Switzerland
| | - Dirk van Swaay
- Institute for Chemical and Bioengineering, ETH Zürich, Zürich, Switzerland
| | - Guido Grossmann
- Centre for Organismal Studies (COS) Heidelberg, Universität Heidelberg, Heidelberg, Germany.,CellNetworks-Cluster of Excellence, Universität Heidelberg, Heidelberg, Germany
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27
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Retterer ST, Morrell-Falvey JL, Doktycz MJ. Nano-Enabled Approaches to Chemical Imaging in Biosystems. ANNUAL REVIEW OF ANALYTICAL CHEMISTRY (PALO ALTO, CALIF.) 2018; 11:351-373. [PMID: 29490189 DOI: 10.1146/annurev-anchem-061417-125635] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Understanding and predicting how biosystems function require knowledge about the dynamic physicochemical environments with which they interact and alter by their presence. Yet, identifying specific components, tracking the dynamics of the system, and monitoring local environmental conditions without disrupting biosystem function present significant challenges for analytical measurements. Nanomaterials, by their very size and nature, can act as probes and interfaces to biosystems and offer solutions to some of these challenges. At the nanoscale, material properties emerge that can be exploited for localizing biomolecules and making chemical measurements at cellular and subcellular scales. Here, we review advances in chemical imaging enabled by nanoscale structures, in the use of nanoparticles as chemical and environmental probes, and in the development of micro- and nanoscale fluidic devices to define and manipulate local environments and facilitate chemical measurements of complex biosystems. Integration of these nano-enabled methods will lead to an unprecedented understanding of biosystem function.
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Affiliation(s)
- Scott T Retterer
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831, USA;
- Center for Nanophase Materials Science, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831, USA
| | | | - Mitchel J Doktycz
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831, USA;
- Center for Nanophase Materials Science, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831, USA
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28
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Aufrecht JA, Timm CM, Bible A, Morrell‐Falvey JL, Pelletier DA, Doktycz MJ, Retterer ST. Quantifying the Spatiotemporal Dynamics of Plant Root Colonization by Beneficial Bacteria in a Microfluidic Habitat. ACTA ACUST UNITED AC 2018. [DOI: 10.1002/adbi.201800048] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Jayde A. Aufrecht
- Bioscience Division Oak Ridge National Laboratory Oak Ridge TN 37831 USA
- Bredesen Center University of Tennessee Knoxville TN 37996 USA
| | - Collin M. Timm
- Bioscience Division Oak Ridge National Laboratory Oak Ridge TN 37831 USA
| | - Amber Bible
- Biochemistry and Cellular and Molecular Biology University of Tennessee Knoxville TN 37996 USA
| | - Jennifer L. Morrell‐Falvey
- Bioscience Division Oak Ridge National Laboratory Oak Ridge TN 37831 USA
- Bredesen Center University of Tennessee Knoxville TN 37996 USA
- Biochemistry and Cellular and Molecular Biology University of Tennessee Knoxville TN 37996 USA
| | - Dale A. Pelletier
- Bioscience Division Oak Ridge National Laboratory Oak Ridge TN 37831 USA
| | - Mitchel J. Doktycz
- Bioscience Division Oak Ridge National Laboratory Oak Ridge TN 37831 USA
- Bredesen Center University of Tennessee Knoxville TN 37996 USA
- Center for Nanophase Materials Sciences Oak Ridge National Laboratory Oak Ridge TN 37831 USA
| | - Scott T. Retterer
- Bioscience Division Oak Ridge National Laboratory Oak Ridge TN 37831 USA
- Bredesen Center University of Tennessee Knoxville TN 37996 USA
- Center for Nanophase Materials Sciences Oak Ridge National Laboratory Oak Ridge TN 37831 USA
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29
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Gao J, Sasse J, Lewald KM, Zhalnina K, Cornmesser LT, Duncombe TA, Yoshikuni Y, Vogel JP, Firestone MK, Northen TR. Ecosystem Fabrication (EcoFAB) Protocols for The Construction of Laboratory Ecosystems Designed to Study Plant-microbe Interactions. J Vis Exp 2018. [PMID: 29708529 PMCID: PMC5933423 DOI: 10.3791/57170] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Beneficial plant-microbe interactions offer a sustainable biological solution with the potential to boost low-input food and bioenergy production. A better mechanistic understanding of these complex plant-microbe interactions will be crucial to improving plant production as well as performing basic ecological studies investigating plant-soil-microbe interactions. Here, a detailed description for ecosystem fabrication is presented, using widely available 3D printing technologies, to create controlled laboratory habitats (EcoFABs) for mechanistic studies of plant-microbe interactions within specific environmental conditions. Two sizes of EcoFABs are described that are suited for the investigation of microbial interactions with various plant species, including Arabidopsis thaliana, Brachypodium distachyon, and Panicum virgatum. These flow-through devices allow for controlled manipulation and sampling of root microbiomes, root chemistry as well as imaging of root morphology and microbial localization. This protocol includes the details for maintaining sterile conditions inside EcoFABs and mounting independent LED light systems onto EcoFABs. Detailed methods for addition of different forms of media, including soils, sand, and liquid growth media coupled to the characterization of these systems using imaging and metabolomics are described. Together, these systems enable dynamic and detailed investigation of plant and plant-microbial consortia including the manipulation of microbiome composition (including mutants), the monitoring of plant growth, root morphology, exudate composition, and microbial localization under controlled environmental conditions. We anticipate that these detailed protocols will serve as an important starting point for other researchers, ideally helping create standardized experimental systems for investigating plant-microbe interactions.
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Affiliation(s)
- Jian Gao
- Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory; Joint Genome Institute, Department of Energy
| | - Joelle Sasse
- Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory; Joint Genome Institute, Department of Energy
| | - Kyle M Lewald
- Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory; Joint Genome Institute, Department of Energy
| | - Kateryna Zhalnina
- Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory; Joint Genome Institute, Department of Energy
| | - Lloyd T Cornmesser
- Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory; Joint Genome Institute, Department of Energy
| | | | | | | | - Mary K Firestone
- Department of Environmental Science Policy and Management, University of California
| | - Trent R Northen
- Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory; Joint Genome Institute, Department of Energy;
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30
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Stanley CE, Shrivastava J, Brugman R, Heinzelmann E, van Swaay D, Grossmann G. Dual-flow-RootChip reveals local adaptations of roots towards environmental asymmetry at the physiological and genetic levels. THE NEW PHYTOLOGIST 2018; 217:1357-1369. [PMID: 29125191 DOI: 10.1111/nph.14887] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2017] [Accepted: 10/11/2017] [Indexed: 05/06/2023]
Abstract
Roots grow in highly dynamic and heterogeneous environments. Biological activity as well as uneven nutrient availability or localized stress factors result in diverse microenvironments. Plants adapt their root morphology in response to changing environmental conditions, yet it remains largely unknown to what extent developmental adaptations are based on systemic or cell-autonomous responses. We present the dual-flow-RootChip, a microfluidic platform for asymmetric perfusion of Arabidopsis roots to investigate root-environment interactions under simulated environmental heterogeneity. Applications range from investigating physiology, root hair development and calcium signalling upon selective exposure to environmental stresses to tracing molecular uptake, performing selective drug treatments and localized inoculations with microbes. Using the dual-flow-RootChip, we revealed cell-autonomous adaption of root hair development under asymmetric phosphate (Pi) perfusion, with unexpected repression in root hair growth on the side exposed to low Pi and rapid tip-growth upregulation when Pi concentrations increased. The asymmetric root environment further resulted in an asymmetric gene expression of RSL4, a key transcriptional regulator of root hair growth. Our findings demonstrate that roots possess the capability to locally adapt to heterogeneous conditions in their environment at the physiological and transcriptional levels. Being able to generate asymmetric microenvironments for roots will help further elucidate decision-making processes in root-environment interactions.
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Affiliation(s)
- Claire E Stanley
- Institute for Chemical and Bioengineering, ETH Zürich, Vladimir-Prelog-Weg 1, 8093, Zürich, Switzerland
- Agroecology and Environment Research Division, Agroscope, Reckenholzstrasse 191, 8046, Zürich, Switzerland
| | - Jagriti Shrivastava
- Centre for Organismal Studies (COS) Heidelberg, Universität Heidelberg, 69120, Heidelberg, Germany
- Hartmut Hoffmann-Berling International Graduate School of Heidelberg Molecular Life Sciences (HBIGS), Universität Heidelberg, 69120, Heidelberg, Germany
| | - Rik Brugman
- Centre for Organismal Studies (COS) Heidelberg, Universität Heidelberg, 69120, Heidelberg, Germany
| | - Elisa Heinzelmann
- Centre for Organismal Studies (COS) Heidelberg, Universität Heidelberg, 69120, Heidelberg, Germany
| | - Dirk van Swaay
- Institute for Chemical and Bioengineering, ETH Zürich, Vladimir-Prelog-Weg 1, 8093, Zürich, Switzerland
| | - Guido Grossmann
- Centre for Organismal Studies (COS) Heidelberg, Universität Heidelberg, 69120, Heidelberg, Germany
- CellNetworks-Cluster of Excellence, Universität Heidelberg, 69120, Heidelberg, Germany
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31
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Grossmann G, Krebs M, Maizel A, Stahl Y, Vermeer JEM, Ott T. Green light for quantitative live-cell imaging in plants. J Cell Sci 2018; 131:jcs.209270. [PMID: 29361538 DOI: 10.1242/jcs.209270] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Plants exhibit an intriguing morphological and physiological plasticity that enables them to thrive in a wide range of environments. To understand the cell biological basis of this unparalleled competence, a number of methodologies have been adapted or developed over the last decades that allow minimal or non-invasive live-cell imaging in the context of tissues. Combined with the ease to generate transgenic reporter lines in specific genetic backgrounds or accessions, we are witnessing a blooming in plant cell biology. However, the imaging of plant cells entails a number of specific challenges, such as high levels of autofluorescence, light scattering that is caused by cell walls and their sensitivity to environmental conditions. Quantitative live-cell imaging in plants therefore requires adapting or developing imaging techniques, as well as mounting and incubation systems, such as micro-fluidics. Here, we discuss some of these obstacles, and review a number of selected state-of-the-art techniques, such as two-photon imaging, light sheet microscopy and variable angle epifluorescence microscopy that allow high performance and minimal invasive live-cell imaging in plants.
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Affiliation(s)
- Guido Grossmann
- Centre for Organismal Studies (COS), Heidelberg University, Im Neuenheimer Feld 230, 69120 Heidelberg, Germany.,Excellence Cluster CellNetworks, Heidelberg University, 69120 Heidelberg, Germany
| | - Melanie Krebs
- Centre for Organismal Studies (COS), Heidelberg University, Im Neuenheimer Feld 230, 69120 Heidelberg, Germany
| | - Alexis Maizel
- Centre for Organismal Studies (COS), Heidelberg University, Im Neuenheimer Feld 230, 69120 Heidelberg, Germany
| | - Yvonne Stahl
- Institute for Developmental Genetics, Heinrich-Heine University, Universitätsstr. 1, 40225 Düsseldorf, Germany
| | - Joop E M Vermeer
- Laboratory for Cell Biology, Wageningen University, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
| | - Thomas Ott
- Faculty of Biology, Cell Biology, University of Freiburg, Schänzlestr. 1, 79104 Freiburg, Germany
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32
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Xu Z, Wang Y, Chen Y, Spalding MH, Dong L. Microfluidic chip for automated screening of carbon dioxide conditions for microalgal cell growth. BIOMICROFLUIDICS 2017; 11:064104. [PMID: 29204245 PMCID: PMC5699919 DOI: 10.1063/1.5012508] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/09/2017] [Accepted: 11/06/2017] [Indexed: 05/27/2023]
Abstract
This paper reports on a microfluidic device capable of screening carbon dioxide (CO2) conditions for microalgal cell growth. The device mainly consists of a microfluidic cell culture (MCC) unit, a gas concentration gradient generator (CGG), and an in-line cell growth optical measurement unit. The MCC unit is structured with multiple aqueous-filled cell culture channels at the top layer, multiple CO2 flow channels at the bottom layer, and a commercial hydrophobic gas semipermeable membrane sandwiched between the two channel layers. The CGG unit provides different CO2 concentrations to support photosynthesis of microalgae in the culture channels. The integration of the commercial gas semipermeable membrane into the cell culture device allows rapid mass transport and uniform distribution of CO2 inside the culture medium without using conventional agitation-assisted convection methods, because the diffusion of CO2 from the gas flow channels to the culture channels is fast over a small length scale. In addition, automated in-line monitoring of microalgal cell growth is realized via the optical measurement unit that is able to detect changes in the light intensity transmitted through the cell culture in the culture channels. The microfluidic device also allows a simple grayscale analysis method to quantify the cell growth. The utility of the system is validated by growing Chlamydomonas reinhardtii cells under different low or very-low CO2 levels below the nominal ambient CO2 concentration.
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Affiliation(s)
- Zhen Xu
- Department of Electrical and Computer Engineering, Iowa State University, Ames, Iowa 50011, USA
| | - Yingjun Wang
- Department of Genetics, Development, and Cell Biology, Iowa State University, Ames, Iowa 50011, USA
| | - Yuncong Chen
- Department of Electrical and Computer Engineering, Iowa State University, Ames, Iowa 50011, USA
| | - Martin H Spalding
- Department of Genetics, Development, and Cell Biology, Iowa State University, Ames, Iowa 50011, USA
| | - Liang Dong
- Department of Electrical and Computer Engineering, Iowa State University, Ames, Iowa 50011, USA
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33
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Park YH, Lee N, Choi G, Park JK. Plant array chip for the germination and growth screening of Arabidopsis thaliana. LAB ON A CHIP 2017; 17:3071-3077. [PMID: 28805882 DOI: 10.1039/c7lc00463j] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
A screening process for the germination and growth of seed is generally required for plant research. Such a repetitive screening process is costly and time-consuming, and its bulky setup requires a lot of space. In particular, the control of the variables, such as light, nutrients, hormones and temperature, is difficult due to the limited space for incubation. In addition, small seeds such as Arabidopsis thaliana are difficult to handle as they are hundreds of microns in diameter and require a more precisely controllable screening environment. However, conventional screening methods involve the seeding of multiple seeds on a single agarose plate without physical partitions. Such methods need to be improved because they lack control over the growth environment and the results are highly dependent on the researchers. To overcome the above-mentioned limitations, a novel seeding array chip has been developed which can be filled with conventional solid agarose while enabling more efficient screening. Individual seeds can be partitioned from each other and a number of different agarose conditions can be tested in a single plant array chip. As a demonstration, we tested the effect of various concentrations of Murashige and Skoog medium and a plant hormone (e.g., abscisic acid) on the growth of Arabidopsis. The chip can efficiently save the space required for screening by providing different conditions for ∼400 seeds in a 59 × 55 mm chip, and it also provides easy observation and analysis of seed growth. The proposed plant array chip is expected to contribute to more efficient screening of essential phenotypes such as germination and growth for both academic and industrial purposes.
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Affiliation(s)
- Youn-Hee Park
- Department of Bio and Brain Engineering, Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon 34141, Republic of Korea.
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34
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Aufrecht JA, Ryan JM, Hasim S, Allison DP, Nebenführ A, Doktycz MJ, Retterer ST. Imaging the Root Hair Morphology of Arabidopsis Seedlings in a Two-layer Microfluidic Platform. J Vis Exp 2017. [PMID: 28829431 DOI: 10.3791/55971] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Abstract
Root hairs increase root surface area for better water uptake and nutrient absorption by the plant. Because they are small in size and often obscured by their natural environment, root hair morphology and function are difficult to study and often excluded from plant research. In recent years, microfluidic platforms have offered a way to visualize root systems at high resolution without disturbing the roots during transfer to an imaging system. The microfluidic platform presented here builds on previous plant-on-a-chip research by incorporating a two-layer device to confine the Arabidopsis thaliana main root to the same optical plane as the root hairs. This design enables the quantification of root hairs on a cellular and organelle level and also prevents z-axis drifting during the addition of experimental treatments. We describe how to store the devices in a contained and hydrated environment, without the need for fluidic pumps, while maintaining a gnotobiotic environment for the seedling. After the optical imaging experiment, the device may be disassembled and used as a substrate for atomic force or scanning electron microscopy while keeping fine root structures intact.
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Affiliation(s)
- Jayde A Aufrecht
- Bredesen Center for Interdisciplinary Research and Graduate Education, University of Tennessee; Bioscience Division and Center for Nanophase Materials Sciences, Oak Ridge national Laboratory
| | - Jennifer M Ryan
- Department of Biochemistry and Cellular and Molecular Biology, University of Tennessee
| | - Sahar Hasim
- Department of Microbiology, University of Tennessee
| | - David P Allison
- Bioscience Division and Center for Nanophase Materials Sciences, Oak Ridge national Laboratory; Department of Biochemistry and Cellular and Molecular Biology, University of Tennessee
| | - Andreas Nebenführ
- Department of Biochemistry and Cellular and Molecular Biology, University of Tennessee
| | - Mitchel J Doktycz
- Bredesen Center for Interdisciplinary Research and Graduate Education, University of Tennessee; Bioscience Division and Center for Nanophase Materials Sciences, Oak Ridge national Laboratory
| | - Scott T Retterer
- Bredesen Center for Interdisciplinary Research and Graduate Education, University of Tennessee; Bioscience Division and Center for Nanophase Materials Sciences, Oak Ridge national Laboratory;
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35
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Abstract
Plant roots play a dominant role in shaping the rhizosphere, the environment in which interaction with diverse microorganisms occurs. Tracking the dynamics of root-microbe interactions at high spatial resolution is currently limited because of methodological intricacy. Here, we describe a microfluidics-based approach enabling direct imaging of root-bacteria interactions in real time. The microfluidic device, which we termed tracking root interactions system (TRIS), consists of nine independent chambers that can be monitored in parallel. The principal assay reported here monitors behavior of fluorescently labeled Bacillus subtilis as it colonizes the root of Arabidopsis thaliana within the TRIS device. Our results show a distinct chemotactic behavior of B. subtilis toward a particular root segment, which we identify as the root elongation zone, followed by rapid colonization of that same segment over the first 6 h of root-bacteria interaction. Using dual inoculation experiments, we further show active exclusion of Escherichia coli cells from the root surface after B. subtilis colonization, suggesting a possible protection mechanism against root pathogens. Furthermore, we assembled a double-channel TRIS device that allows simultaneous tracking of two root systems in one chamber and performed real-time monitoring of bacterial preference between WT and mutant root genotypes. Thus, the TRIS microfluidics device provides unique insights into the microscale microbial ecology of the complex root microenvironment and is, therefore, likely to enhance the current rate of discoveries in this momentous field of research.
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36
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Marshall J, Qiao X, Baumbach J, Xie J, Dong L, Bhattacharyya MK. Microfluidic device enabled quantitative time-lapse microscopic-photography for phenotyping vegetative and reproductive phases in Fusarium virguliforme, which is pathogenic to soybean. Sci Rep 2017; 7:44365. [PMID: 28295054 PMCID: PMC5353701 DOI: 10.1038/srep44365] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2016] [Accepted: 02/02/2017] [Indexed: 11/08/2022] Open
Abstract
Time-lapse microscopic-photography allows in-depth phenotyping of microorganisms. Here we report development of such a system using a microfluidic device, generated from polydimethylsiloxane and glass slide, placed on a motorized stage of a microscope for conducting time-lapse microphotography of multiple observations in 20 channels simultaneously. We have demonstrated the utility of the device in studying growth, germination and sporulation in Fusarium virguliforme that causes sudden death syndrome in soybean. To measure the growth differences, we developed a polyamine oxidase fvpo1 mutant in this fungus that fails to grow in minimal medium containing polyamines as the sole nitrogen source. Using this system, we demonstrated that the conidiospores of the pathogen take an average of five hours to germinate. During sporulation, it takes an average of 10.5 h for a conidiospore to mature and get detached from its conidiophore for the first time. Conidiospores are developed in a single conidiophore one after another. The microfluidic device enabled quantitative time-lapse microphotography reported here should be suitable for screening compounds, peptides, micro-organisms to identify fungitoxic or antimicrobial agents for controlling serious plant pathogens. The device could also be applied in identifying suitable target genes for host-induced gene silencing in pathogens for generating novel disease resistance in crop plants.
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Affiliation(s)
- Jill Marshall
- G303 Agronomy Hall, Iowa State University, Ames, IA 50011-1010, USA
| | - Xuan Qiao
- 2115 Coover Hall, Iowa State University, Ames, IA 50011-1010, USA
| | - Jordan Baumbach
- G303 Agronomy Hall, Iowa State University, Ames, IA 50011-1010, USA
| | - Jingyu Xie
- 2115 Coover Hall, Iowa State University, Ames, IA 50011-1010, USA
| | - Liang Dong
- 2115 Coover Hall, Iowa State University, Ames, IA 50011-1010, USA
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37
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Burrell T, Fozard S, Holroyd GH, French AP, Pound MP, Bigley CJ, James Taylor C, Forde BG. The Microphenotron: a robotic miniaturized plant phenotyping platform with diverse applications in chemical biology. PLANT METHODS 2017; 13:10. [PMID: 28265297 PMCID: PMC5333401 DOI: 10.1186/s13007-017-0158-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/18/2016] [Accepted: 02/02/2017] [Indexed: 05/06/2023]
Abstract
BACKGROUND Chemical genetics provides a powerful alternative to conventional genetics for understanding gene function. However, its application to plants has been limited by the lack of a technology that allows detailed phenotyping of whole-seedling development in the context of a high-throughput chemical screen. We have therefore sought to develop an automated micro-phenotyping platform that would allow both root and shoot development to be monitored under conditions where the phenotypic effects of large numbers of small molecules can be assessed. RESULTS The 'Microphenotron' platform uses 96-well microtitre plates to deliver chemical treatments to seedlings of Arabidopsis thaliana L. and is based around four components: (a) the 'Phytostrip', a novel seedling growth device that enables chemical treatments to be combined with the automated capture of images of developing roots and shoots; (b) an illuminated robotic platform that uses a commercially available robotic manipulator to capture images of developing shoots and roots; (c) software to control the sequence of robotic movements and integrate these with the image capture process; (d) purpose-made image analysis software for automated extraction of quantitative phenotypic data. Imaging of each plate (representing 80 separate assays) takes 4 min and can easily be performed daily for time-course studies. As currently configured, the Microphenotron has a capacity of 54 microtitre plates in a growth room footprint of 2.1 m2, giving a potential throughput of up to 4320 chemical treatments in a typical 10 days experiment. The Microphenotron has been validated by using it to screen a collection of 800 natural compounds for qualitative effects on root development and to perform a quantitative analysis of the effects of a range of concentrations of nitrate and ammonium on seedling development. CONCLUSIONS The Microphenotron is an automated screening platform that for the first time is able to combine large numbers of individual chemical treatments with a detailed analysis of whole-seedling development, and particularly root system development. The Microphenotron should provide a powerful new tool for chemical genetics and for wider chemical biology applications, including the development of natural and synthetic chemical products for improved agricultural sustainability.
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Affiliation(s)
- Thomas Burrell
- Engineering Department, Lancaster University, Lancaster, LA1 4YR UK
| | - Susan Fozard
- Lancaster Environment Centre, Lancaster University, Lancaster, LA1 4YQ UK
| | - Geoff H. Holroyd
- Lancaster Environment Centre, Lancaster University, Lancaster, LA1 4YQ UK
| | - Andrew P. French
- The Centre for Plant Integrative Biology, School of Biosciences, Sutton Bonington Campus, University of Nottingham, Nottingham, LE12 5RD UK
- School of Computer Science, University of Nottingham, Jubilee Campus, Nottingham, NG8 1BB UK
| | - Michael P. Pound
- The Centre for Plant Integrative Biology, School of Biosciences, Sutton Bonington Campus, University of Nottingham, Nottingham, LE12 5RD UK
- School of Computer Science, University of Nottingham, Jubilee Campus, Nottingham, NG8 1BB UK
| | | | - C. James Taylor
- Engineering Department, Lancaster University, Lancaster, LA1 4YR UK
| | - Brian G. Forde
- Lancaster Environment Centre, Lancaster University, Lancaster, LA1 4YQ UK
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38
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Abstract
The development of microfabricated devices that will provide high-throughput quantitative data and high resolution in a fast, repeatable and reproducible manner is essential for plant biology research.
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Affiliation(s)
- Meltem Elitaş
- Department of Mechatronics
- Faculty of Engineering and Natural Sciences
- Sabanci University
- 34956, Istanbul
- Turkey
| | - Meral Yüce
- Nanotechnology Research and Application Centre
- Sabanci University
- 34956, Istanbul
- Turkey
| | - Hikmet Budak
- Department of Molecular Biology
- Genetics and Bioengineering
- Faculty of Engineering and Natural Sciences
- Sabanci University
- 34956, Istanbul
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39
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Shamsudhin N, Laeubli N, Atakan HB, Vogler H, Hu C, Haeberle W, Sebastian A, Grossniklaus U, Nelson BJ. Massively Parallelized Pollen Tube Guidance and Mechanical Measurements on a Lab-on-a-Chip Platform. PLoS One 2016; 11:e0168138. [PMID: 27977748 PMCID: PMC5158026 DOI: 10.1371/journal.pone.0168138] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2016] [Accepted: 11/27/2016] [Indexed: 11/19/2022] Open
Abstract
Pollen tubes are used as a model in the study of plant morphogenesis, cellular differentiation, cell wall biochemistry, biomechanics, and intra- and intercellular signaling. For a "systems-understanding" of the bio-chemo-mechanics of tip-polarized growth in pollen tubes, the need for a versatile, experimental assay platform for quantitative data collection and analysis is critical. We introduce a Lab-on-a-Chip (LoC) concept for high-throughput pollen germination and pollen tube guidance for parallelized optical and mechanical measurements. The LoC localizes a large number of growing pollen tubes on a single plane of focus with unidirectional tip-growth, enabling high-resolution quantitative microscopy. This species-independent LoC platform can be integrated with micro-/nano-indentation systems, such as the cellular force microscope (CFM) or the atomic force microscope (AFM), allowing for rapid measurements of cell wall stiffness of growing tubes. As a demonstrative example, we show the growth and directional guidance of hundreds of lily (Lilium longiflorum) and Arabidopsis (Arabidopsis thaliana) pollen tubes on a single LoC microscopy slide. Combining the LoC with the CFM, we characterized the cell wall stiffness of lily pollen tubes. Using the stiffness statistics and finite-element-method (FEM)-based approaches, we computed an effective range of the linear elastic moduli of the cell wall spanning the variability space of physiological parameters including internal turgor, cell wall thickness, and tube diameter. We propose the LoC device as a versatile and high-throughput phenomics platform for plant reproductive and development biology using the pollen tube as a model.
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Affiliation(s)
| | - Nino Laeubli
- Multi-Scale Robotics Lab, ETH Zurich, Zurich, Switzerland
| | | | - Hannes Vogler
- Department of Plant and Microbial Biology, University of Zurich, Zurich, Switzerland
- Zurich-Basel Plant Science Center, Zurich, Switzerland
| | - Chengzhi Hu
- Multi-Scale Robotics Lab, ETH Zurich, Zurich, Switzerland
| | | | | | - Ueli Grossniklaus
- Department of Plant and Microbial Biology, University of Zurich, Zurich, Switzerland
- Zurich-Basel Plant Science Center, Zurich, Switzerland
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40
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Xu Z, Liu Q, Zhang X, Huang X, He P, Liu S, Sui G. A microfluidic chip for studying the reproduction of Enteromorpha prolifera. Talanta 2016; 160:577-585. [PMID: 27591653 DOI: 10.1016/j.talanta.2016.07.042] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2016] [Revised: 07/12/2016] [Accepted: 07/21/2016] [Indexed: 11/18/2022]
Abstract
In recent years, green tides caused by water eutrophication, has brought serious environmental problems. Enteromorpha prolifera (E. prolifera), an opportunistic macroalgae, is one of the main source contributing to the formation of green tides. It has been estimated that the excessive growth of E. prolifera is closely related to various reproductive ways of germ cells which are at the micrometer scale. Here we report a microfluidic device named Germ Cell Capture Chip (GCChip) to investigate the E. prolifera reproductive mechanism. GCChip integrates the functions of algal growing, and the release, capture and selective culture of germ cells. Automatic separation and capture of germ cells on the chip allows to study germ cells' response to different stimuli. The novel device greatly facilitates long-term live-cell imaging at cellular resolution and implements the rapid and accurate exchange of growth medium without manual intervention. Results showed that the starting time of germ cell releases were earlier on the chip than that of traditional experiments with more concentrated breakout. Moreover, GCChip can be widely applied on the study of other algae. The study of algae growth process, including the elongation of somatic cell, the generation, and the release of reproductive cells, can all be improved by using this microfluidic platform.
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Affiliation(s)
- Zhixuan Xu
- Shanghai Key Laboratory of Atmospheric Particle Pollution and Prevention (LAP3), Department of Environmental Science & Engineering, Institute of Biomedical Science, Fudan University, Shanghai, China
| | - Qi Liu
- Shanghai Key Laboratory of Atmospheric Particle Pollution and Prevention (LAP3), Department of Environmental Science & Engineering, Institute of Biomedical Science, Fudan University, Shanghai, China
| | - Xinlian Zhang
- Shanghai Key Laboratory of Atmospheric Particle Pollution and Prevention (LAP3), Department of Environmental Science & Engineering, Institute of Biomedical Science, Fudan University, Shanghai, China
| | - Xuxiong Huang
- College of Fisheries and Life Science, Shanghai Ocean University, Shanghai, PR China
| | - Peimin He
- College of Fisheries and Life Science, Shanghai Ocean University, Shanghai, PR China
| | - Sixiu Liu
- Shanghai Key Laboratory of Atmospheric Particle Pollution and Prevention (LAP3), Department of Environmental Science & Engineering, Institute of Biomedical Science, Fudan University, Shanghai, China
| | - Guodong Sui
- Shanghai Key Laboratory of Atmospheric Particle Pollution and Prevention (LAP3), Department of Environmental Science & Engineering, Institute of Biomedical Science, Fudan University, Shanghai, China; Jiangsu Collaborative Innovation Center of Atmospheric Environment and Equipment Technology (CICAEET), Nanjing University of Information Science & Technology, Nanjing, 210044.
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41
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Maisch J, Kreppenhofer K, Büchler S, Merle C, Sobich S, Görling B, Luy B, Ahrens R, Guber AE, Nick P. Time-resolved NMR metabolomics of plant cells based on a microfluidic chip. JOURNAL OF PLANT PHYSIOLOGY 2016; 200:28-34. [PMID: 27318870 DOI: 10.1016/j.jplph.2016.06.004] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2016] [Revised: 06/02/2016] [Accepted: 06/02/2016] [Indexed: 06/06/2023]
Abstract
The plant secondary metabolism generates numerous compounds harbouring pharmaceutical activity. In plants, these compounds are typically formed by different and specialised cell types that have to interact constituting a metabolic process chain. This interactivity impedes biotechnological production of secondary compounds, because cell differentiation is suppressed under the conditions of a batch bio-fermenter. We present a novel strategy to address this limitation using a biomimetic approach, where we simulate the situation in a real tissue by a microfluidic chamber system, where plant cells can be integrated into a process flow. We show that walled cells of the plant model tobacco BY-2 can be successfully cultivated in this system and that physiological parameters (such as cell viability, mitotic index and division synchrony) can be preserved over several days. The microfluidic design allows to resolve dynamic changes of specific metabolites over different stages of culture development. These results serve as proof-of-principle that a microfluidic organisation of cultivated plant cells can mimic the metabolic flows in a real plant tissue.
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Affiliation(s)
- Jan Maisch
- Botanical Institute, Molecular Cell Biology, Karlsruhe Institute of Technology (KIT), Kaiserstr. 2, D-76131 Karlsruhe, Germany.
| | - Kristina Kreppenhofer
- Institute of Microstructure Technology, Karlsruhe Institute of Technology (KIT), Hermann-von-Helmholtz-Platz 1, D-76344 Eggenstein-Leopoldshafen, Germany
| | - Silke Büchler
- Institute of Organic Chemistry, Karlsruhe Institute of Technology (KIT), Fritz-Haber-Weg 6, D-76131 Karlsruhe, Germany; Institute for Biological Interfaces, Karlsruhe Institute of Technology (KIT), Hermann-von-Helmholtz-Platz 1, D-76344 Eggenstein-Leopoldshafen, Germany
| | - Christian Merle
- Institute of Organic Chemistry, Karlsruhe Institute of Technology (KIT), Fritz-Haber-Weg 6, D-76131 Karlsruhe, Germany; Institute for Biological Interfaces, Karlsruhe Institute of Technology (KIT), Hermann-von-Helmholtz-Platz 1, D-76344 Eggenstein-Leopoldshafen, Germany
| | - Shukhrat Sobich
- Institute of Microstructure Technology, Karlsruhe Institute of Technology (KIT), Hermann-von-Helmholtz-Platz 1, D-76344 Eggenstein-Leopoldshafen, Germany
| | - Benjamin Görling
- Institute of Organic Chemistry, Karlsruhe Institute of Technology (KIT), Fritz-Haber-Weg 6, D-76131 Karlsruhe, Germany; Institute for Biological Interfaces, Karlsruhe Institute of Technology (KIT), Hermann-von-Helmholtz-Platz 1, D-76344 Eggenstein-Leopoldshafen, Germany
| | - Burkhard Luy
- Institute of Organic Chemistry, Karlsruhe Institute of Technology (KIT), Fritz-Haber-Weg 6, D-76131 Karlsruhe, Germany; Institute for Biological Interfaces, Karlsruhe Institute of Technology (KIT), Hermann-von-Helmholtz-Platz 1, D-76344 Eggenstein-Leopoldshafen, Germany
| | - Ralf Ahrens
- Institute of Microstructure Technology, Karlsruhe Institute of Technology (KIT), Hermann-von-Helmholtz-Platz 1, D-76344 Eggenstein-Leopoldshafen, Germany
| | - Andreas E Guber
- Institute of Microstructure Technology, Karlsruhe Institute of Technology (KIT), Hermann-von-Helmholtz-Platz 1, D-76344 Eggenstein-Leopoldshafen, Germany
| | - Peter Nick
- Botanical Institute, Molecular Cell Biology, Karlsruhe Institute of Technology (KIT), Kaiserstr. 2, D-76131 Karlsruhe, Germany
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42
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Xu Z, Jiang H, Sahu BB, Kambakam S, Singh P, Wang X, Wang Q, Bhattacharyya MK, Dong L. Humidity assay for studying plant-pathogen interactions in miniature controlled discrete humidity environments with good throughput. BIOMICROFLUIDICS 2016; 10:034108. [PMID: 27279932 PMCID: PMC4874926 DOI: 10.1063/1.4950998] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/07/2016] [Accepted: 05/09/2016] [Indexed: 05/16/2023]
Abstract
This paper reports a highly economical and accessible approach to generate different discrete relative humidity conditions in spatially separated wells of a modified multi-well plate for humidity assay of plant-pathogen interactions with good throughput. We demonstrated that a discrete humidity gradient could be formed within a few minutes and maintained over a period of a few days inside the device. The device consisted of a freeway channel in the top layer, multiple compartmented wells in the bottom layer, a water source, and a drying agent source. The combinational effects of evaporation, diffusion, and convection were synergized to establish the stable discrete humidity gradient. The device was employed to study visible and molecular disease phenotypes of soybean in responses to infection by Phytophthora sojae, an oomycete pathogen, under a set of humidity conditions, with two near-isogenic soybean lines, Williams and Williams 82, that differ for a Phytophthora resistance gene (Rps1-k). Our result showed that at 63% relative humidity, the transcript level of the defense gene GmPR1 was at minimum in the susceptible soybean line Williams and at maximal level in the resistant line Williams 82 following P. sojae CC5C infection. In addition, we investigated the effects of environmental temperature, dimensional and geometrical parameters, and other configurational factors on the ability of the device to generate miniature humidity environments. This work represents an exploratory effort to economically and efficiently manipulate humidity environments in a space-limited device and shows a great potential to facilitate humidity assay of plant seed germination and development, pathogen growth, and plant-pathogen interactions. Since the proposed device can be easily made, modified, and operated, it is believed that this present humidity manipulation technology will benefit many laboratories in the area of seed science, plant pathology, and plant-microbe biology, where humidity is an important factor that influences plant disease infection, establishment, and development.
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Affiliation(s)
- Zhen Xu
- Department of Electrical and Computer Engineering, Iowa State University , Ames, Iowa 50011, USA
| | - Huawei Jiang
- Department of Electrical and Computer Engineering, Iowa State University , Ames, Iowa 50011, USA
| | | | - Sekhar Kambakam
- Department of Agronomy, Iowa State University , Ames, Iowa 50011, USA
| | | | - Xinran Wang
- Department of Electrical and Computer Engineering, Iowa State University , Ames, Iowa 50011, USA
| | - Qiugu Wang
- Department of Electrical and Computer Engineering, Iowa State University , Ames, Iowa 50011, USA
| | | | - Liang Dong
- Department of Electrical and Computer Engineering, Iowa State University , Ames, Iowa 50011, USA
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43
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Stanley CE, Grossmann G, i Solvas XC, deMello AJ. Soil-on-a-Chip: microfluidic platforms for environmental organismal studies. LAB ON A CHIP 2016; 16:228-41. [PMID: 26645910 DOI: 10.1039/c5lc01285f] [Citation(s) in RCA: 80] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Soil is the habitat of countless organisms and encompasses an enormous variety of dynamic environmental conditions. While it is evident that a thorough understanding of how organisms interact with the soil environment may have substantial ecological and economical impact, current laboratory-based methods depend on reductionist approaches that are incapable of simulating natural diversity. The application of Lab-on-a-Chip or microfluidic technologies to organismal studies is an emerging field, where the unique benefits afforded by system miniaturisation offer new opportunities for the experimentalist. Indeed, precise spatiotemporal control over the microenvironments of soil organisms in combination with high-resolution imaging has the potential to provide an unprecedented view of biological events at the single-organism or single-cell level, which in turn opens up new avenues for environmental and organismal studies. Herein we review some of the most recent and interesting developments in microfluidic technologies for the study of soil organisms and their interactions with the environment. We discuss how so-called "Soil-on-a-Chip" technology has already contributed significantly to the study of bacteria, nematodes, fungi and plants, as well as inter-organismal interactions, by advancing experimental access and environmental control. Most crucially, we highlight where distinct advantages over traditional approaches exist and where novel biological insights will ensue.
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Affiliation(s)
- Claire E Stanley
- Institute of Chemical and Bioengineering, ETH Zürich, Vladimir-Prelog-Weg 1, 8093 Zürich, Switzerland.
| | - Guido Grossmann
- Cell Networks-Cluster of Excellence and Centre for Organismal Studies (COS) Heidelberg, Universität Heidelberg, 69120 Heidelberg, Germany
| | | | - Andrew J deMello
- Institute of Chemical and Bioengineering, ETH Zürich, Vladimir-Prelog-Weg 1, 8093 Zürich, Switzerland.
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44
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Felekis D, Vogler H, Mecja G, Muntwyler S, Nestorova A, Huang T, Sakar MS, Grossniklaus U, Nelson BJ. Real-time automated characterization of 3D morphology and mechanics of developing plant cells. Int J Rob Res 2015. [DOI: 10.1177/0278364914564231] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
In this article, we introduce the real-time cellular force microscope (RT-CFM), a high-throughput microrobotic platform for mechanical stimulation and characterization of single cells. We developed computer vision algorithms that fully automate the positioning of target cells and localization of the sensor tip. The control and acquisition architecture dramatically increases the accuracy, speed, and reliability of force measurements. Pollen tubes provide an ideal model system for the study of plant mechanics at the single-cell level. To quantitatively obtain the physical properties of the plant cell wall, we generated topography and stiffness measurements from 3D scans of living, growing pollen tubes. We report techniques for real-time monitoring and analysis of intracellular calcium fluxes during mechanical intervention. Our platform is compatible with various imaging systems and enables a powerful screening technology to facilitate biomechanical and morphological characterization of developing cells.
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Affiliation(s)
- Dimitrios Felekis
- Institute of Robotics and Intelligent Systems, ETH Zürich, Zürich, Switzerland
| | - Hannes Vogler
- Institute of Plant Biology and Zürich-Basel Plant Science Center, University of Zürich, Switzerland
| | - Geraldo Mecja
- Institute of Robotics and Intelligent Systems, ETH Zürich, Zürich, Switzerland
| | - Simon Muntwyler
- Institute of Robotics and Intelligent Systems, ETH Zürich, Zürich, Switzerland
| | - Anna Nestorova
- Institute of Plant Biology and Zürich-Basel Plant Science Center, University of Zürich, Switzerland
| | - Tianyun Huang
- Institute of Robotics and Intelligent Systems, ETH Zürich, Zürich, Switzerland
- Dalian University of Technology, School of Control Science and Engineering, Dalian Liaoning, China
- Liaoning University of Science and Technology, School of Electronics and Information Engineering, Anshan Liaoning, China
| | - Mahmut S. Sakar
- Institute of Robotics and Intelligent Systems, ETH Zürich, Zürich, Switzerland
| | - Ueli Grossniklaus
- Institute of Plant Biology and Zürich-Basel Plant Science Center, University of Zürich, Switzerland
| | - Bradley J. Nelson
- Institute of Robotics and Intelligent Systems, ETH Zürich, Zürich, Switzerland
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45
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Abstract
Conventional methods of plant cell analysis rely on growing plant cells in soil pots or agarose plates, followed by screening the plant phenotypes in traditional greenhouses and growth chambers. These methods are usually costly, need a large number of experiments, suffer from low spatial resolution and disorderly growth behavior of plant cells, with lack of ability to locally and accurately manipulate the plant cells. Microfluidic platforms take advantage of miniaturization for handling small volume of liquids and providing a closed environment, with the purpose of in vitro single cell analysis and characterizing cell response to external cues. These platforms have shown their ability for high-throughput cellular analysis with increased accuracy of experiments, reduced cost and experimental times, versatility in design, ability for large-scale and combinatorial screening, and integration with other miniaturized sensors. Despite extensive research on animal cells within microfluidic environments for high-throughput sorting, manipulation and phenotyping studies, the application of microfluidics for plant cells studies has not been accomplished yet. Novel devices such as RootChip, RootArray, TipChip, and PlantChip developed for plant cells analysis, with high spatial resolution on a micrometer scale mimicking the internal microenvironment of plant cells, offering preliminary results on the capability of microfluidics to conquer the constraints of conventional methods. These devices have been used to study different aspects of plant cell biology such as gene expression, cell biomechanics, cellular mechanism of growth, cell division, and cells fusion. This review emphasizes the advantages of current microfluidic systems for plant science studies, and discusses future prospects of microfluidic platforms for characterizing plant cells response to diverse external cues.
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Affiliation(s)
- A Sanati Nezhad
- Harvard-MIT Division of Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, 02139, USA
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