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Salvalaio M, Sena G. Long-term root electrotropism reveals habituation and hysteresis. PLANT PHYSIOLOGY 2024; 194:2697-2708. [PMID: 38156361 PMCID: PMC10980514 DOI: 10.1093/plphys/kiad686] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 11/28/2023] [Accepted: 12/02/2023] [Indexed: 12/30/2023]
Abstract
Plant roots sense many physical and chemical cues in soil, such as gravity, humidity, light, and chemical gradients, and respond by redirecting their growth toward or away from the source of the stimulus. This process is called tropism. While gravitropism is the tendency to follow the gravitational field downwards, electrotropism is the alignment of growth with external electric fields and the induced ionic currents. Although root tropisms are at the core of their ability to explore large volumes of soil in search of water and nutrients, the molecular and physical mechanisms underlying most of them remain poorly understood. We have previously provided a quantitative characterization of root electrotropism in Arabidopsis (Arabidopsis thaliana) primary roots exposed for 5 h to weak electric fields, showing that auxin asymmetric distribution is not necessary for root electrotropism but that cytokinin biosynthesis is. Here, we extend that study showing that long-term electrotropism is characterized by a complex behavior. We describe overshoot and habituation as key traits of long-term root electrotropism in Arabidopsis and provide quantitative data about the role of past exposures in the response to electric fields (hysteresis). On the molecular side, we show that cytokinin, although necessary for root electrotropism, is not asymmetrically distributed during the bending. Overall, the data presented here represent a step forward toward a better understanding of the complexity of root behavior and provide a quantitative platform for future studies on the molecular mechanisms of electrotropism.
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Affiliation(s)
| | - Giovanni Sena
- Department of Life Sciences, Imperial College London, London SW7 2AZ, UK
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2
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Vahldick H. Don't be MIZguided, know where to grow! Commun Biol 2024; 7:73. [PMID: 38195918 PMCID: PMC10776833 DOI: 10.1038/s42003-023-05707-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2024] Open
Affiliation(s)
- Hannah Vahldick
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Technologiepark 71, 9052, Ghent, Belgium.
- VIB Center for Plant Systems Biology, Technologiepark 71, 9052, Ghent, Belgium.
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3
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Sambolín Pérez CA, Aybar Batista R, Morales Marrero S, Andino Santiago D, Reyes Colón A, Negrón Berríos JA, Núñez Marrero Á, Arun A. Biochemical and Molecular Characterization of Musa sp. Cultured in Temporary Immersion Bioreactor. PLANTS (BASEL, SWITZERLAND) 2023; 12:3770. [PMID: 37960126 PMCID: PMC10647254 DOI: 10.3390/plants12213770] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 10/25/2023] [Accepted: 11/01/2023] [Indexed: 11/15/2023]
Abstract
The genus Musa sp. contains commercially important fleshy fruit-producing plants, including plantains and bananas, with a strong potential for providing food security and sources of revenue to farmers. Concerns with the quality of vegetative tissues along with the possibility of the transmission of phytopathogens makes the availability of healthy plantlets limited for farmers. Micropropagation of plantains offers an alternative to producing large numbers of plantlets. However, conventional methods of micropropagation have high production costs and are labor-intensive. Recently, the temporary immersion bioreactor (TIB) has emerged as an alternative to conventional micropropagation (CM) methods. Our work utilized SEM microscopy (scanning electron microscope) and molecular and biochemical tools (qRT-PCR and ICP-OES) to characterize and compare the morphological properties, elemental composition, and photosynthetic gene expression of plantains cultured on TIB. Additionally, morphological features of growth and propagation rates were analyzed to compare outputs obtained from TIB and CM. Results showed higher growth and multiplication rates for plantlets cultivated in TIB. Gene expression analysis of selected photosynthetic genes demonstrated high transcript abundance of phosphoenolpyruvate carboxylase (PEPC) in plantain tissues obtained by TIB. Elemental composition analysis showed higher content of iron in plantains grown in TIB, suggesting a potential correlation with PEPC expression. These results demonstrate that micropropagation of Musa sp. via the liquid medium in TIB is an efficient and low-cost approach in comparison with solid media in CM.
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Affiliation(s)
- Christopher A. Sambolín Pérez
- Institute of Sustainable Biotechnology, Inter American University of Puerto Rico, Barranquitas, PR 00794, USA; (C.A.S.P.); (R.A.B.); (S.M.M.); (A.R.C.); (J.A.N.B.); (Á.N.M.)
| | - Rosalinda Aybar Batista
- Institute of Sustainable Biotechnology, Inter American University of Puerto Rico, Barranquitas, PR 00794, USA; (C.A.S.P.); (R.A.B.); (S.M.M.); (A.R.C.); (J.A.N.B.); (Á.N.M.)
| | - Sullymar Morales Marrero
- Institute of Sustainable Biotechnology, Inter American University of Puerto Rico, Barranquitas, PR 00794, USA; (C.A.S.P.); (R.A.B.); (S.M.M.); (A.R.C.); (J.A.N.B.); (Á.N.M.)
| | - Dinorah Andino Santiago
- Department of Natural, Computational and Exact Sciences, Inter American University of Puerto Rico, Ponce, PR 00715, USA;
| | - Axel Reyes Colón
- Institute of Sustainable Biotechnology, Inter American University of Puerto Rico, Barranquitas, PR 00794, USA; (C.A.S.P.); (R.A.B.); (S.M.M.); (A.R.C.); (J.A.N.B.); (Á.N.M.)
| | - Juan A. Negrón Berríos
- Institute of Sustainable Biotechnology, Inter American University of Puerto Rico, Barranquitas, PR 00794, USA; (C.A.S.P.); (R.A.B.); (S.M.M.); (A.R.C.); (J.A.N.B.); (Á.N.M.)
| | - Ángel Núñez Marrero
- Institute of Sustainable Biotechnology, Inter American University of Puerto Rico, Barranquitas, PR 00794, USA; (C.A.S.P.); (R.A.B.); (S.M.M.); (A.R.C.); (J.A.N.B.); (Á.N.M.)
| | - Alok Arun
- Institute of Sustainable Biotechnology, Inter American University of Puerto Rico, Barranquitas, PR 00794, USA; (C.A.S.P.); (R.A.B.); (S.M.M.); (A.R.C.); (J.A.N.B.); (Á.N.M.)
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Akita K, Miyazawa Y. Auxin biosynthesis, transport, and response directly attenuate hydrotropism in the latter stages to fine-tune root growth direction in Arabidopsis. PHYSIOLOGIA PLANTARUM 2023; 175:e14051. [PMID: 37882259 DOI: 10.1111/ppl.14051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Revised: 09/28/2023] [Accepted: 10/05/2023] [Indexed: 10/27/2023]
Abstract
Roots detect water potential gradients in the soil and orient toward moister areas, a response known as hydrotropism that aids drought avoidance. Although auxin is crucial in tropism, its polar transport is not essential for hydrotropism in Arabidopsis. Moreover, antiauxin treatments in Arabidopsis produced inconsistent outcomes: some studies indicated auxin action was necessary while others did not. In this study, we examined auxin's physiological role in hydrotropism. We found that inhibiting auxin biosynthesis or transport intensified hydrotropic bending not only in wild-type, but also in hydrotropism defective mutants, namely miz1-1 and miz2 plants. Given that miz1-1 and miz2 exhibited compromised hydrotropism even under clinorotated conditions, we infer that auxin biosynthesis and transport directly suppress hydrotropism. Additionally, tir1-10, afb1-3, and afb2-3 displayed augmented hydrotropism. We observed a significant delay in hydrotropic bending in arf7-1arf19-1, suggesting that ARF7 and ARF19 amplify hydrotropism in its early stages. To discern the functional ties of ARF7/19 with MIZ1 and MIZ2, we studied the hydrotropic phenotypes of arf7-1arf19-1miz1-1 and arf7-1arf19-1miz2. Both triple mutants had diminished early-stage hydrotropism yet showed partial but significant recovery in the later stages. Given MIZ1's role in reducing auxin levels and MIZ2's essentiality for MIZ1 functionality, we conclude that auxin inhibits hydrotropism downstream of MIZ1 in later stages to refine root bending. Furthermore, it is posited that gene expression driven by ARF7 and ARF19 is pivotal for early-stage root hydrotropism.
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Affiliation(s)
- Kotaro Akita
- Graduate School of Science and Engineering, Yamagata University, Yamagata, Japan
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Concepcion Ii R, Palconit MG, Vicerra RR, Bandala A, Aronne G, Izzo LG. Maize root behavior as three-inputs-three-outputs logical gates due to positive gravitropism and nutritropism. Biosystems 2023; 225:104847. [PMID: 36758718 DOI: 10.1016/j.biosystems.2023.104847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2022] [Revised: 01/18/2023] [Accepted: 02/05/2023] [Indexed: 02/10/2023]
Abstract
Root growth and their interactions can provide valuable information for the development of asynchronous logic systems. Here, maize root behavior due to positive gravitropism and nutritropism is evaluated as three-inputs-three-outputs logical gates. Using plant roots as the element for unconventional computing, the Boolean functions of each root tropism were constructed through arithmetic-logical operations. One gravity gate (rGG) and two nutrient gates (rNG1 and rNG2) were fabricated using additive manufacturing. The rGG platform was oriented with roots directly pulled down by gravity which computes (x, y, z) = (xz + yz, x + y¯z+yz¯, xy + yz), whereas specific output channels in rNG1 and rNG2 were fertigated with high phosphorus concentration resulting in (x, y, z) = (x + y + z, xy + xz, xyz) for rNG1 and (x, y, z) = (xyz, xy¯z+xyz¯, x + y + z) for rNG2. For rGG, rNG1, and rNG2, the symbols x, y, and z pertain to "root presence" in the related channel, whereas top bar on the symbols indicates "root absence". Anatomical traits of roots were evaluated to assess possible differences in vascular tissues due to gravitropic and nutritropic responses. Overall, maize primary roots showed prominent positive gravitropism and nutritropism, and the roots that were most attracted by gravitational or nutritional stimuli showed an increase in the diameter of phloem and xylem. The logic exhibited by roots was dependent on the gravitropic and nutritropic stimuli to which they were exposed in the different logic gates. The responsiveness of maize roots to environmental stimuli such as gravity and nutrients provided valuable information to be used in computational bioelectronics.
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Affiliation(s)
- Ronnie Concepcion Ii
- Department of Manufacturing Engineering and Management, De La Salle University, Manila, Philippines.
| | - Maria Gemel Palconit
- Department of Electronics and Computer Engineering, De La Salle University, Manila, Philippines
| | - Ryan Rhay Vicerra
- Department of Manufacturing Engineering and Management, De La Salle University, Manila, Philippines
| | - Argel Bandala
- Department of Electronics and Computer Engineering, De La Salle University, Manila, Philippines
| | - Giovanna Aronne
- Department of Agricultural Sciences, University of Naples Federico II, Portici, Italy
| | - Luigi Gennaro Izzo
- Department of Agricultural Sciences, University of Naples Federico II, Portici, Italy.
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SCR Suppressor Mutants: Role in Hypocotyl Gravitropism and Root Growth in Arabidopsis thaliana. INTERNATIONAL JOURNAL OF PLANT BIOLOGY 2022. [DOI: 10.3390/ijpb13040041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
The SCARECROW (SCR) transcription factor plays a key role in plant growth and development. However, we know very little about the role of SCR regulated pathways in plant development. Here, we used the homozygous scr1 mutant Arabidopsis thaliana (Wassilewskija ecotype), which had a T-DNA insertion in the SCR coding region and lacks a detectable SCR transcript. This scr1 mutant has a determinate mode of root growth, shoot agravitropism and abnormal internal architecture in all organs examined. To screen for mutants that suppress the scr1 abnormal phenotypes, we exposed homozygous scr1 seeds to ethyl methane sulphonate (EMS) mutagen. Upon growth out of these mutagenized seeds, thirteen suppressor mutant-harboring strains were identified. All thirteen suppressor-harboring strains were homozygous for scr1 and lacked the SCR transcript. Ten scr hypocotyl gravitropic suppressor lines showed improved hypocotyl gravitropic response. These ten suppressors fall into six complementation groups suggesting six different gene loci. Similarly, three independent scr root length suppressor lines rescued only the root growth phenotype and fell into three complementation groups, suggesting the involvement of three different gene loci. These suppressors might identify novel functions of the SCR gene in plant development.
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Aronne G, Muthert LWF, Izzo LG, Romano LE, Iovane M, Capozzi F, Manzano A, Ciska M, Herranz R, Medina FJ, Kiss JZ, van Loon JJWA. A novel device to study altered gravity and light interactions in seedling tropisms. LIFE SCIENCES IN SPACE RESEARCH 2022; 32:8-16. [PMID: 35065766 DOI: 10.1016/j.lssr.2021.09.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 09/27/2021] [Accepted: 09/29/2021] [Indexed: 06/14/2023]
Abstract
Long-duration space missions will need to rely on the use of plants in bio-regenerative life support systems (BLSSs) because these systems can produce fresh food and oxygen, reduce carbon dioxide levels, recycle metabolic waste, and purify water. In this scenario, the need for new experiments on the effects of altered gravity conditions on plant biological processes is increasing, and significant efforts should be devoted to new ideas aimed at increasing the scientific output and lowering the experimental costs. Here, we report the design of an easy-to-produce and inexpensive device conceived to analyze the effect of interaction between gravity and light on root tropisms. Each unit consisted of a polystyrene multi-slot rack with light-emitting diodes (LEDs), capable of holding Petri dishes and assembled with a particular filter-paper folding. The device was successfully used for the ROOTROPS (for root tropisms) experiment performed in the Large Diameter Centrifuge (LDC) and Random Positioning Machine (RPM) at ESA's European Space Research and Technology centre (ESTEC). During the experiments, four light treatments and six gravity conditions were factorially combined to study their effects on root orientation of Brassica oleracea seedlings. Light treatments (red, blue, and white) and a dark condition were tested under four hypergravity levels (20 g, 15 g, 10 g, 5 g), a 1 g control, and a simulated microgravity (RPM) condition. Results of validation tests showed that after 24 h, the assembled system remained unaltered, no slipping or displacement of seedlings occurred at any hypergravity treatment or on the RPM, and seedlings exhibited robust growth. Overall, the device was effective and reliable in achieving scientific goals, suggesting that it can be used for ground-based research on phototropism-gravitropism interactions. Moreover, the concepts developed can be further expanded for use in future spaceflight experiments with plants.
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Affiliation(s)
- Giovanna Aronne
- Department of Agricultural Sciences, University of Naples Federico II, Portici, Italy
| | | | - Luigi Gennaro Izzo
- Department of Agricultural Sciences, University of Naples Federico II, Portici, Italy.
| | - Leone Ermes Romano
- Department of Agricultural Sciences, University of Naples Federico II, Portici, Italy
| | - Maurizio Iovane
- Department of Agricultural Sciences, University of Naples Federico II, Portici, Italy
| | - Fiore Capozzi
- Department of Biology, University of Naples Federico II, Naples, Italy
| | - Aránzazu Manzano
- Centro de Investigaciones Biológicas Margarita Salas - CSIC, Madrid, Spain
| | - Malgorzata Ciska
- Centro de Investigaciones Biológicas Margarita Salas - CSIC, Madrid, Spain
| | - Raúl Herranz
- Centro de Investigaciones Biológicas Margarita Salas - CSIC, Madrid, Spain
| | - F Javier Medina
- Centro de Investigaciones Biológicas Margarita Salas - CSIC, Madrid, Spain
| | - John Z Kiss
- Department of Biology, University of North Carolina-Greensboro, Greensboro NC 27402, United States of America
| | - Jack J W A van Loon
- Department Oral & Maxillofacial Surgery/Pathology, Amsterdam Movement Sciences & Amsterdam Bone Center (ABC), Amsterdam University Medical Center Location VUmc & Academic Center for Dentistry Amsterdam (ACTA), Amsterdam, Netherlands; TEC-MMG-LISLab, European Space Agency (ESA) Technology Center (ESTEC), Noordwijk, Netherlands
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Radiative Transfer Image Simulation Using L-System Modeled Strawberry Canopies. REMOTE SENSING 2022. [DOI: 10.3390/rs14030548] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/07/2022]
Abstract
The image-based modeling and simulation of plant growth have numerous and diverse applications. In this study, we used image-based and manual field measurements to develop and validate a methodology to simulate strawberry (Fragaria × ananassa Duch.) plant canopies throughout the Florida strawberry growing season. The simulated plants were used to create a synthetic image using radiative transfer modeling. Observed canopy properties were incorporated into an L-system simulator, and a series of strawberry canopies corresponding to specific weekly observation dates were created. The simulated canopies were compared visually with actual plant images and quantitatively with in-situ leaf area throughout the strawberry season. A simple regression model with L-system-derived and in-situ total leaf areas had an Adj R2 value of 0.78. The L-system simulated canopies were used to derive information needed for image simulation, such as leaf area and leaf angle distribution. Spectral and plant canopy information were used to create synthetic high spatial resolution multispectral images using the Discrete Anisotropic Radiative Transfer (DART) software. Vegetation spectral indices were extracted from the simulated image and used to develop multiple regression models of in-situ biophysical parameters (leaf area and dry biomass), achieving Adj R2 values of 0.63 and 0.50, respectively. The Normalized Difference Vegetation Index (NDVI) and the Red Edge Simple Ratio (SRre) vegetation indices, which utilize the red, red edge, and near infrared bands of the spectrum, were identified as statistically significant variables (p < 0.10). This study showed that both geometric (canopy seize metrics) and spectral variables were successful in modeling in-situ biomass and leaf area. Combining the geometric and spectral variables, however, only slightly improved the prediction model. These results show the feasibility of simulating strawberry canopies and images with inherent geometrical, topological, and spectral properties of real strawberry plants. The simulated canopies and images can be used in applications beyond creating realistic computer graphics for quantitative applications requiring the depiction of vegetation biological processes, such as stress modeling and remote sensing mission planning.
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De Pascale S, Arena C, Aronne G, De Micco V, Pannico A, Paradiso R, Rouphael Y. Biology and crop production in Space environments: Challenges and opportunities. LIFE SCIENCES IN SPACE RESEARCH 2021; 29:30-37. [PMID: 33888285 DOI: 10.1016/j.lssr.2021.02.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Revised: 02/12/2021] [Accepted: 02/28/2021] [Indexed: 05/09/2023]
Abstract
Long-term manned space-exploration missions and the permanence of human colonies on orbital stations or planetary habitats will require the regeneration of resources onboard or in-situ. Bioregenerative Life Support Systems (BLSSs) are artificial environments where different compartments, involving both living organisms and physical-chemical processes, are integrated to achieve a safe, self-regulating, and chemically balanced Earth-like environment to support human life. Higher plants are key elements of such systems and Space greenhouses represent the producers' compartment. Growing plants in Space requires the knowledge of their growth responses not only to all environmental factors acting on Earth, but also to specific Space constraints such as altered gravity, ionizing radiations and confined volume. Moreover, cultivation techniques need to be adjusted considering such limitations. The type and intensity of environmental factors to be taken into account depend on the mission scenarios. Here, we summarize constraints and opportunities of cultivating higher plants in Space to regenerate resources and produce fresh food onboard. Both biological and agro-technological issues are considered briefly going through experiments both ground-based on Earth and in Space.
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Affiliation(s)
- S De Pascale
- Department of Agricultural Sciences, University of Naples Federico II, Via Università 100, 80055 Portici, Naples, Italy
| | - C Arena
- Department of Biology, University of Naples Federico II, Via Cinthia, 80126 Naples, Italy
| | - G Aronne
- Department of Agricultural Sciences, University of Naples Federico II, Via Università 100, 80055 Portici, Naples, Italy
| | - V De Micco
- Department of Agricultural Sciences, University of Naples Federico II, Via Università 100, 80055 Portici, Naples, Italy.
| | - A Pannico
- Department of Agricultural Sciences, University of Naples Federico II, Via Università 100, 80055 Portici, Naples, Italy
| | - R Paradiso
- Department of Agricultural Sciences, University of Naples Federico II, Via Università 100, 80055 Portici, Naples, Italy
| | - Y Rouphael
- Department of Agricultural Sciences, University of Naples Federico II, Via Università 100, 80055 Portici, Naples, Italy
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