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Wang H, Xiong X, Luo H, Cui Y, Wu Q, Fang Y, Chen J, Jing G, Cui J. Transpiration-Induced Self-Growth of Texture Hydrogel Surfaces. Angew Chem Int Ed Engl 2024; 63:e202407125. [PMID: 38828628 DOI: 10.1002/anie.202407125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Revised: 05/21/2024] [Accepted: 06/03/2024] [Indexed: 06/05/2024]
Abstract
Trees grow by coupling the transpiration-induced nutrient absorption from external sources and photosynthesis-based nutrient integration. Inspired by this manner, we designed a class of polyion complex (PIC) hydrogels containing isolated liquid-filled voids for growing texture surfaces. The isolated liquid-filled voids were created via irreversible matrix reconfiguration in a deswelling-swelling process. During transpiration, these voids reversibly collapse to generate negative pressures within the matrices to extract polymerizable compounds from external sources and deliver them to the surface of the samples for photopolymerization. This growth process is spatial-controllable and can be applied to fabricate complex patterns consisting of different compositions, suggesting a new strategy for making texture surfaces.
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Affiliation(s)
- Hong Wang
- Yangtze Delta Region Institute (Huzhou), University of Electronic Science and Technology of China, Huzhou, 313001, P. R. China
- Key Laboratory of Theoretical Organic Chemistry and Functional Molecule of Ministry of Education, Hunan Provincial Key Laboratory of Controllable Preparation and Functional Application of Fine Polymers, Hunan Provincial Key Lab of Advanced Materials for New Energy Storage and Conversion, Hunan Province College Key Laboratory of QSAR/QSPR, School of Chemistry and Chemical Engineering, Hunan University of Science and Technology, Xiangtan, Hunan, 411201, China
| | - Xinhong Xiong
- Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, Sichuan, 611731, China
| | - Hao Luo
- School of physics, Northwest University, Xi'an, 710127, China
| | - Yubo Cui
- Yangtze Delta Region Institute (Huzhou), University of Electronic Science and Technology of China, Huzhou, 313001, P. R. China
| | - Qian Wu
- Yangtze Delta Region Institute (Huzhou), University of Electronic Science and Technology of China, Huzhou, 313001, P. R. China
| | - Yuanlai Fang
- Yangtze Delta Region Institute (Huzhou), University of Electronic Science and Technology of China, Huzhou, 313001, P. R. China
| | - Jian Chen
- Key Laboratory of Theoretical Organic Chemistry and Functional Molecule of Ministry of Education, Hunan Provincial Key Laboratory of Controllable Preparation and Functional Application of Fine Polymers, Hunan Provincial Key Lab of Advanced Materials for New Energy Storage and Conversion, Hunan Province College Key Laboratory of QSAR/QSPR, School of Chemistry and Chemical Engineering, Hunan University of Science and Technology, Xiangtan, Hunan, 411201, China
| | - Guangyin Jing
- School of physics, Northwest University, Xi'an, 710127, China
| | - Jiaxi Cui
- Yangtze Delta Region Institute (Huzhou), University of Electronic Science and Technology of China, Huzhou, 313001, P. R. China
- Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, Sichuan, 611731, China
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2
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Duan S, Wei X, Weng M, Zhao F, Chen P, Hong J, Xiang S, Shi Q, Sun L, Shen G, Wu J. Venus Flytrap-Inspired Data-Center-Free Fast-Responsive Soft Robots Enabled by 2D Ni 3(HITP) 2 MOF and Graphite. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2024; 36:e2313089. [PMID: 38748777 DOI: 10.1002/adma.202313089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 04/29/2024] [Indexed: 05/24/2024]
Abstract
The rapid and responsive capabilities of soft robots in perceiving, assessing, and reacting to environmental stimuli are highly valuable. However, many existing soft robots, designed to mimic humans and other higher animals, often rely on data centers for the modulation of mechanoelectrical transduction and electromechanical actuation. This reliance significantly increases system complexity and time delays. Herein, drawing inspiration from Venus flytraps, a soft robot employing a power modulation strategy is presented for active stimulus reaction, eliminating the need for a data center. This robot achieves mechanoelectrical transduction through Ni3(2,3,6,7,10,11-hexaiminotriphenylene)2 (Ni3(HITP)2) metal-organic framework (MOF) with an ultralow time delay (256 ns) and electromechanical actuation via graphite. The Joule heating effect in graphite is effectively modulated by Ni3(HITP)2 before and after the presence of pressure, thus enabling the stimulus reaction of soft robots. As demonstrated, three soft robots are created: low-level edge tongue robots, Venus flytrap robots, and high-level nerve-center-controlled dragonfly robots. This power modulation strategy inspires designs of edge soft robots and high-level robots with a human-like effective fusion of conditioned and unconditioned reflexes.
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Affiliation(s)
- Shengshun Duan
- Joint International Research Laboratory of Information Display and Visualization School of Electronic Science and Engineering, Southeast University, Nanjing, 210096, China
| | - Xiao Wei
- Joint International Research Laboratory of Information Display and Visualization School of Electronic Science and Engineering, Southeast University, Nanjing, 210096, China
| | - Mingcen Weng
- School of Materials Science and Engineering, Fujian Provincial Key Laboratory of Advanced Materials Processing and Application, Key Laboratory of Polymer Materials and Products of Universities in Fujian, Fujian University of Technology, Fuzhou, 350118, China
| | - Fangzhi Zhao
- Joint International Research Laboratory of Information Display and Visualization School of Electronic Science and Engineering, Southeast University, Nanjing, 210096, China
| | - Pinzhen Chen
- Joint International Research Laboratory of Information Display and Visualization School of Electronic Science and Engineering, Southeast University, Nanjing, 210096, China
| | - Jianlong Hong
- Joint International Research Laboratory of Information Display and Visualization School of Electronic Science and Engineering, Southeast University, Nanjing, 210096, China
| | - Shengxin Xiang
- Joint International Research Laboratory of Information Display and Visualization School of Electronic Science and Engineering, Southeast University, Nanjing, 210096, China
| | - Qiongfeng Shi
- Joint International Research Laboratory of Information Display and Visualization School of Electronic Science and Engineering, Southeast University, Nanjing, 210096, China
| | - Litao Sun
- Center for 2D Materials, Southeast University, Nanjing, 211189, China
- SEU-FEI Nano-Pico Center, Key Laboratory of MEMS of Ministry of Education Collaborative Innovation Center for Micro/Nano Fabrication Device and System, Southeast University, Nanjing, 210096, China
| | - Guozhen Shen
- School of Integrated Circuits and Electronics, Beijing Institute of Technology, Beijing, 100081, China
| | - Jun Wu
- Joint International Research Laboratory of Information Display and Visualization School of Electronic Science and Engineering, Southeast University, Nanjing, 210096, China
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3
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Bonato B, Castiello U, Guerra S, Wang Q. Motor cognition in plants: from thought to real experiments. THEORETICAL AND EXPERIMENTAL PLANT PHYSIOLOGY 2024; 36:423-437. [PMID: 39132627 PMCID: PMC7616355 DOI: 10.1007/s40626-023-00304-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 12/15/2023] [Indexed: 08/13/2024]
Abstract
Motor cognition involves the process of planning and executing goal-directed movements and recognizing, anticipating, and interpreting others' actions. Motor cognitive functions are generally associated with the presence of a brain and are ascribed only to humans and other animal species. A growing body of evidence suggests that aneural organisms, like climbing plants, exhibit behaviors driven by the intention to achieve goals, challenging our understanding of cognition. Here, we propose an inclusive perspective under motor cognition to explain climbing plants' behavior. We will first review our empirical research based on kinematical analysis to understand movement in pea plants. Then, we situate this empirical research within the current theoretical debate aimed at extending the principles of cognition to aneural organisms. A novel comparative perspective that considers the perception-action cycle, involving transforming perceived environmental elements into intended movement patterns, is provided.
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Affiliation(s)
- Bianca Bonato
- Department of General Psychology (DPG), University of Padova, Padua, Italy
| | - Umberto Castiello
- Department of General Psychology (DPG), University of Padova, Padua, Italy
| | - Silvia Guerra
- Department of General Psychology (DPG), University of Padova, Padua, Italy
| | - Qiuran Wang
- Department of General Psychology (DPG), University of Padova, Padua, Italy
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4
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Peak D, Hogan MT, Mott KA. Stomatal patchiness and cellular computing. Proc Natl Acad Sci U S A 2023; 120:e2220270120. [PMID: 36972429 PMCID: PMC10083565 DOI: 10.1073/pnas.2220270120] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Accepted: 03/01/2023] [Indexed: 03/29/2023] Open
Abstract
Control of carbon dioxide and water vapor exchange between a leaf's interior and the surrounding air is accomplished by variations in the turgor pressures in the small epidermal and guard cells that cover the leaf's surface. These pressures respond to changes in light intensity and wavelength, temperature, CO2 concentration, and air humidity. The dynamical equations that describe such processes are formally identical to those that define computation in a two-layer, adaptive, cellular nonlinear network. This exact identification suggests that leaf gas-exchange processes can be understood as analog computation and that exploiting the output of two-layer, adaptive, cellular nonlinear networks might provide new tools in applied plant research.
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Affiliation(s)
- David Peak
- Physics Department, Utah State University, Logan, UT84322-4415
| | - Matthew T. Hogan
- Physics and Astronomy Department, University of Utah, Salt Lake City, UT84112-0830
| | - Keith A. Mott
- Biology Department, Utah State University, Logan, UT84322-0300
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5
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Chiolerio A, Vitiello G, Dehshibi MM, Adamatzky A. Living Plants Ecosystem Sensing: A Quantum Bridge between Thermodynamics and Bioelectricity. Biomimetics (Basel) 2023; 8:biomimetics8010122. [PMID: 36975352 PMCID: PMC10046232 DOI: 10.3390/biomimetics8010122] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2023] [Revised: 03/03/2023] [Accepted: 03/11/2023] [Indexed: 03/15/2023] Open
Abstract
The in situ measurement of the bioelectric potential in xilematic and floematic superior plants reveals valuable insights into the biological activity of these organisms, including their responses to lunar and solar cycles and collective behaviour. This paper reports on the “Cyberforest Experiment” conducted in the open-air Paneveggio forest in Valle di Fiemme, Trento, Italy, where spruce (i.e., Picea abies) is cultivated. Our analysis of the bioelectric potentials reveals a strong correlation between higher-order complexity measurements and thermodynamic entropy and suggests that bioelectrical signals can reflect the metabolic activity of plants. Additionally, temporal correlations of bioelectric signals from different trees may be precisely synchronized or may lag behind. These correlations are further explored through the lens of quantum field theory, suggesting that the forest can be viewed as a collective array of in-phase elements whose correlation is naturally tuned depending on the environmental conditions. These results provide compelling evidence for the potential of living plant ecosystems as environmental sensors.
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Affiliation(s)
- Alessandro Chiolerio
- Center for Converging Technologies, Bioinspired Soft Robotics, Istituto Italiano di Tecnologia, Via Morego 30, 16065 Genova, Italy
- Unconventional Computing Laboratory, University of the West of England, Coldharbour Lane, Bristol BS16 1QY, UK
- The Cyberforest Experiment, Costa Bocche, Località Paneveggio, 38037 Predazzo, Italy
- Correspondence:
| | - Giuseppe Vitiello
- The Cyberforest Experiment, Costa Bocche, Località Paneveggio, 38037 Predazzo, Italy
- Department of Physics “E.R. Caianiello”, Universitá degli Studi di Salerno, Via Giovanni Paolo II 132, 84084 Fisciano, Italy
| | - Mohammad Mahdi Dehshibi
- Unconventional Computing Laboratory, University of the West of England, Coldharbour Lane, Bristol BS16 1QY, UK
- The Cyberforest Experiment, Costa Bocche, Località Paneveggio, 38037 Predazzo, Italy
- Faculty of Computer Science, Multimedia and Telecommunications, Universitat Oberta de Catalunya, Rambla del Poblenou 156, 08018 Barcelona, Spain
| | - Andrew Adamatzky
- Unconventional Computing Laboratory, University of the West of England, Coldharbour Lane, Bristol BS16 1QY, UK
- The Cyberforest Experiment, Costa Bocche, Località Paneveggio, 38037 Predazzo, Italy
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6
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Napier JD, Heckman RW, Juenger TE. Gene-by-environment interactions in plants: Molecular mechanisms, environmental drivers, and adaptive plasticity. THE PLANT CELL 2023; 35:109-124. [PMID: 36342220 PMCID: PMC9806611 DOI: 10.1093/plcell/koac322] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 11/03/2022] [Indexed: 05/13/2023]
Abstract
Plants demonstrate a broad range of responses to environmental shifts. One of the most remarkable responses is plasticity, which is the ability of a single plant genotype to produce different phenotypes in response to environmental stimuli. As with all traits, the ability of plasticity to evolve depends on the presence of underlying genetic diversity within a population. A common approach for evaluating the role of genetic variation in driving differences in plasticity has been to study genotype-by-environment interactions (G × E). G × E occurs when genotypes produce different phenotypic trait values in response to different environments. In this review, we highlight progress and promising methods for identifying the key environmental and genetic drivers of G × E. Specifically, methodological advances in using algorithmic and multivariate approaches to understand key environmental drivers combined with new genomic innovations can greatly increase our understanding about molecular responses to environmental stimuli. These developing approaches can be applied to proliferating common garden networks that capture broad natural environmental gradients to unravel the underlying mechanisms of G × E. An increased understanding of G × E can be used to enhance the resilience and productivity of agronomic systems.
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Affiliation(s)
- Joseph D Napier
- Department of Integrative Biology, The University of Texas at Austin, Austin, Texas, 78712, USA
| | - Robert W Heckman
- Department of Integrative Biology, The University of Texas at Austin, Austin, Texas, 78712, USA
| | - Thomas E Juenger
- Department of Integrative Biology, The University of Texas at Austin, Austin, Texas, 78712, USA
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7
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Shomali A, Vafaei Sadi MS, Bakhtiarizadeh MR, Aliniaeifard S, Trewavas A, Calvo P. Identification of intelligence-related proteins through a robust two-layer predictor. Commun Integr Biol 2022; 15:253-264. [DOI: 10.1080/19420889.2022.2143101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Affiliation(s)
- Aida Shomali
- Department of Horticulture, College of Aburaihan, University of Tehran, Tehran, Iran
| | | | | | - Sasan Aliniaeifard
- Department of Horticulture, College of Aburaihan, University of Tehran, Tehran, Iran
| | - Anthony Trewavas
- School of Biological Sciences, Institute of Molecular Plant Science, University of Edinburgh, UK
| | - Paco Calvo
- Minimal Intelligence Lab, University of Murcia, Spain
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8
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Rodriguez-Quintero WD, Moreno-Chacón M, Carrasco-Urra F, Saldaña A. From dark to darkness, negative phototropism influences the support-tree location of the massive woody climber Hydrangea serratifolia (Hydrangeaceae) in a Chilean temperate rainforest. PLANT SIGNALING & BEHAVIOR 2022; 17:2122244. [PMID: 36476262 PMCID: PMC9733698 DOI: 10.1080/15592324.2022.2122244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Revised: 09/02/2022] [Accepted: 09/02/2022] [Indexed: 06/17/2023]
Abstract
Climbing plants rely on suitable support to provide the light conditions they require in the canopy. Negative phototropism is a directional search behavior proposed to detect a support-tree, which indicates growth or movement away from light, based on light attenuation. In a Chilean temperate rainforest, we addressed whether the massive woody climber Hydrangea serratifolia (H. et A.) F. Phil (Hydrangeaceae) presents a support-tree location pattern influenced by light availability. We analyzed direction and light received in two groups of juvenile shoots: searching shoots (SS), with plagiotropic (creeping) growth vs. ascending shoots (AS), with orthotropic growth. We found that, in accordance with light attenuation, SS and AS used directional orientation to search and then ascend host trees. The light available to H. serratifolia searching shoots was less than that of the general forest understory; the directional orientation in both groups showed a significant deviation from a random distribution, with no circular statistical difference between them. Circular-linear regression indicated a relationship between directional orientations and light availability. Negative phototropism encodes the light environment's heterogeneous spatial and temporal information, guiding the shoot apex to the most shaded part of the support-tree base, the climbing start point.
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Affiliation(s)
- W. David Rodriguez-Quintero
- Departamento de Botánica, Universidad de Concepción, Concepción, Chile
- Centro de Ecología Aplicada Ltda, Principe de Gales6465La Reina, Chile
| | | | | | - Alfredo Saldaña
- Departamento de Botánica, Universidad de Concepción, Concepción, Chile
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9
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Memory of plants: present understanding. THE NUCLEUS 2022. [DOI: 10.1007/s13237-022-00399-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2022] Open
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10
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A study on diameter-dependent support selection of the tendrils of Cayratia japonica. Sci Rep 2022; 12:4461. [PMID: 35292682 PMCID: PMC8924264 DOI: 10.1038/s41598-022-08314-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 03/07/2022] [Indexed: 11/25/2022] Open
Abstract
Organisms make decisions when they perceive cues of varying intensities. In case of climbing plants, the diameter of supports in contact (tree or stem) is an important cue for their growth as plants that coil around a support with large diameter are unable to maintain tensional forces required for continued attachment to the support. The negative association between the diameter and the climbing success has been reported since Darwin published his study on climbing plants. However, it is not known if a climbing plant makes a decision to avoid a support with larger diameter. Here, we tested this possibility by observing the coiling response of tendrils of Cayratia japonica to supports with different diameters. The coiling success of the tendrils was affected by the diameter of the support and the tendril lengths. We propose a decision tree to describe the different phases of the coiling response and demonstrated that the tendrils change their coiling shape depending on the support diameter and the tendril length. To understand the behavioural rules regulating the phase pattern, we constructed a simple model with two assumptions on the tendril movement, (1) when the tendrils receive a contact stimulus, they begin to coil from around the contact point and (2) there is a minimum coiling angle at which the tendrils coil up, once the tendril starts coiling. Image analysis and 3D motion tracking technique revealed that the movement of the tendrils were consistent with the two assumptions of the model. The results suggested that the tendrils flexibly changed the coiling shapes depending on the support diameter and simple behavioural rules could regulate this diameter-dependent response.
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11
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Xiong X, Wang S, Xue L, Wang H, Cui J. Growing Strategy for Postmodifying Cross-Linked Polymers' Bulky Size, Shape, and Mechanical Properties. ACS APPLIED MATERIALS & INTERFACES 2022; 14:8473-8481. [PMID: 35129323 DOI: 10.1021/acsami.1c23954] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Living organisms are open systems that can incorporate externally provided nutrients to vary their appearances and properties, while synthetic materials normally have fixed sizes, shapes, and functions. Herein, we report a strategy for enabling cross-linked polymers to continuously grow with programmable bulky structures and properties. The growing strategy involves repeatable processes including swelling of polymerizable components into the cross-linked polymers, in situ polymerization of the components, and homogenization of the original and newborn polymer networks. Using acrylate-based polymers as an example, we demonstrate that homogenization allows the grown polymer materials to further integrate various polymerizable components to alternate their bulky properties. During the growth, the changes from elastomers to organogels and then to hydrogels with updated covalent-linked functions (i.e., photochromism and thermoresponsiveness) are shown. Since this growing strategy is applicable to different acrylate systems, we envision its great potential in the design of next-generation polymers, smartening systems, and postmodification of cross-linked polymer materials.
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Affiliation(s)
- Xinhong Xiong
- Yangtze Delta Region Institute (Huzhou), University of Electronic Science and Technology of China, Huzhou, Zhejiang 313001, China
- Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, Sichuan 610054, China
- INM─Leibniz Institute for New Materials, Campus D2 2, 66123 Saarbrücken, Germany
| | - Sheng Wang
- INM─Leibniz Institute for New Materials, Campus D2 2, 66123 Saarbrücken, Germany
- College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China
| | - Lulu Xue
- INM─Leibniz Institute for New Materials, Campus D2 2, 66123 Saarbrücken, Germany
| | - Hong Wang
- Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, Sichuan 610054, China
| | - Jiaxi Cui
- Yangtze Delta Region Institute (Huzhou), University of Electronic Science and Technology of China, Huzhou, Zhejiang 313001, China
- Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, Sichuan 610054, China
- INM─Leibniz Institute for New Materials, Campus D2 2, 66123 Saarbrücken, Germany
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12
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Auler PA, Souza GM, da Silva Engela MRG, do Amaral MN, Rossatto T, da Silva MGZ, Furlan CM, Maserti B, Braga EJB. Stress memory of physiological, biochemical and metabolomic responses in two different rice genotypes under drought stress: The scale matters. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2021; 311:110994. [PMID: 34482907 DOI: 10.1016/j.plantsci.2021.110994] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 07/13/2021] [Accepted: 07/15/2021] [Indexed: 05/03/2023]
Abstract
Drought is a pivotal cause for crop yield reductions. When subjected to recurrent external stimuli, plants can develop memory of stress responses that, eventually, enables improved plant tolerance to environmental changes. In addition, despite causal relationships, these responses may vary according to hierarchical levels of observation. Thus, this study aims to check the responses of recurrent and non-recurrent stresses in two rice genotypes observing their drought memory responses at different levels of organization, that is, on a physiological, biochemical and metabolomic scale and for end in global PCA. For this, seventy variables were measured on the scales described in order to obtain a large number of observations. The memory responses were evident in almost all scales observed. The lowland genotype, especially plants not subjected to recurrent water shortage, showed higher damage to the photosynthetic apparatus under drought conditions, although it has exhibited more evident memory response effect after rehydration. On the other hand, the upland genotype appears to be more tolerant to drought insofar lower biochemical damage was observed. Specific behaviors of each genotype at biochemical and metabolomics levels and similar behavior at physiological level were observed. This study demonstrates the importance of observation at different hierarchical levels.
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Affiliation(s)
- Priscila Ariane Auler
- Department of Botany, Institute of Biology - Section of Plant Physiology, Federal University of Pelotas, Pelotas, RS, Brazil; CNR-IPSP- National Research Council, Institute for Sustainable Plant Protection, US, Via Madonna del Piano 10, 50019, Sesto Fiorentino, FI, Firenze, Italy.
| | - Gustavo Maia Souza
- Department of Botany, Institute of Biology - Section of Plant Physiology, Federal University of Pelotas, Pelotas, RS, Brazil
| | | | - Marcelo Nogueira do Amaral
- Department of Botany, Institute of Biology - Section of Plant Physiology, Federal University of Pelotas, Pelotas, RS, Brazil
| | - Tatiana Rossatto
- Department of Botany, Institute of Biology - Section of Plant Physiology, Federal University of Pelotas, Pelotas, RS, Brazil
| | | | - Cláudia Maria Furlan
- Department of Botany, Biosciences Institute, University of São Paulo, São Paulo, SP, Brazil
| | - Biancaelena Maserti
- CNR-IPSP- National Research Council, Institute for Sustainable Plant Protection, US, Via Madonna del Piano 10, 50019, Sesto Fiorentino, FI, Firenze, Italy
| | - Eugenia Jacira Bolacel Braga
- Department of Botany, Institute of Biology - Section of Plant Physiology, Federal University of Pelotas, Pelotas, RS, Brazil
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13
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Ceccarini F, Guerra S, Peressotti A, Peressotti F, Bulgheroni M, Baccinelli W, Bonato B, Castiello U. On-line control of movement in plants. Biochem Biophys Res Commun 2021; 564:86-91. [PMID: 32747088 DOI: 10.1016/j.bbrc.2020.06.160] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Revised: 06/23/2020] [Accepted: 06/30/2020] [Indexed: 11/19/2022]
Abstract
At first glance, plants seem relatively immobile and, unlike animals, unable to interact with the surroundings or escape stressful environments. But, although markedly different from those of animals, movement pervades all aspects of plant behaviour. Here, we focused our investigation on the approaching movement of climbing plants, that is the movement they perform to reach-to-climb a support. In particular, we examined whether climbing plants evolved a motor accuracy mechanism as to improve the precision of their movement and how this eventually differs from animal species. For this purpose, by means of three-dimensional kinematical analysis, we investigated whether climbing plants have the ability to correct online their movement by means of secondary submovements, and if their frequency production is influenced by the difficulty of the task. Results showed, not only that plants correct their movement in flight, but also that they strategically increase the production of secondary submovements when the task requires more precision, exactly as humans do. These findings support the hypothesis that the movement of plants is far cry from being a simple cause-effect mechanism, but rather is appropriately planned, controlled and eventually corrected.
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Affiliation(s)
| | - Silvia Guerra
- Department of General Psychology, University of Padova, Italy
| | - Alessandro Peressotti
- Dipartimento di Scienze Agroalimentari, Ambientali e Animali, Università Degli Studi di Udine, Udine, Italy
| | - Francesca Peressotti
- Dipartimento di Psicologia Dello Sviluppo e Della Socializzazione, Università Degli Studi di Padova, Padova, Italy
| | | | | | - Bianca Bonato
- Department of General Psychology, University of Padova, Italy
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14
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Wiesemuller F, Winston C, Poulin A, Aeby X, Miriyev A, Geiger T, Nystrom G, Kovac M. Self-Sensing Cellulose Structures With Design-Controlled Stiffness. IEEE Robot Autom Lett 2021. [DOI: 10.1109/lra.2021.3067243] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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15
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Daloso DDM, Williams TCR. Current Challenges in Plant Systems Biology. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2021; 1346:155-170. [DOI: 10.1007/978-3-030-80352-0_9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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16
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Baker JM. Do Berries Listen? Berries as Indicators, Ancestors, and Agents in Canada's Oil Sands Region. ETHNOS 2020. [DOI: 10.1080/00141844.2020.1765829] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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17
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Xue L, Xiong X, Krishnan BP, Puza F, Wang S, Zheng Y, Cui J. Light-regulated growth from dynamic swollen substrates for making rough surfaces. Nat Commun 2020; 11:963. [PMID: 32075979 PMCID: PMC7031321 DOI: 10.1038/s41467-020-14807-x] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Accepted: 01/27/2020] [Indexed: 11/12/2022] Open
Abstract
Natural organic structures form via a growth mode in which nutrients are absorbed, transported, and integrated. In contrast, synthetic architectures are constructed through fundamentally different methods, such as assembling, molding, cutting, and printing. Here, we report a photoinduced strategy for regulating the localized growth of microstructures from the surface of a swollen dynamic substrate, by coupling photolysis, photopolymerization, and transesterification together. Photolysis is used to generate dissociable ionic groups to enhance the swelling ability that drives nutrient solutions containing polymerizable components into the irradiated region, photopolymerization converts polymerizable components into polymers, and transesterification incorporates newly formed polymers into the original network structure. Such light-regulated growth is spatially controllable and dose-dependent and allows fine modulation of the size, composition, and mechanical properties of the grown structures. We also demonstrate the application of this process in the preparation of microstructures on a surface and the restoration of large-scale surface damage.
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Affiliation(s)
- Lulu Xue
- INM - Leibniz Institute for New Materials, Campus D2 2, 66123, Saarbrücken, Germany
| | - Xinhong Xiong
- INM - Leibniz Institute for New Materials, Campus D2 2, 66123, Saarbrücken, Germany
| | - Baiju P Krishnan
- INM - Leibniz Institute for New Materials, Campus D2 2, 66123, Saarbrücken, Germany
| | - Fatih Puza
- INM - Leibniz Institute for New Materials, Campus D2 2, 66123, Saarbrücken, Germany
| | - Sheng Wang
- INM - Leibniz Institute for New Materials, Campus D2 2, 66123, Saarbrücken, Germany
| | - Yijun Zheng
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, 201210, China.
| | - Jiaxi Cui
- INM - Leibniz Institute for New Materials, Campus D2 2, 66123, Saarbrücken, Germany.
- Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, Sichuan, 610054, China.
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He K, Liu Y, Wang M, Chen G, Jiang Y, Yu J, Wan C, Qi D, Xiao M, Leow WR, Yang H, Antonietti M, Chen X. An Artificial Somatic Reflex Arc. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2020; 32:e1905399. [PMID: 31803996 DOI: 10.1002/adma.201905399] [Citation(s) in RCA: 67] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Revised: 11/20/2019] [Indexed: 05/19/2023]
Abstract
The emulation of human sensation, perception, and action processes has become a major challenge for bioinspired intelligent robotics, interactive human-machine interfacing, and advanced prosthetics. Reflex actions, enabled through reflex arcs, are important for human and higher animals to respond to stimuli from environment without the brain processing and survive the risks of nature. An artificial reflex arc system that emulates the functions of the reflex arc simplifies the complex circuit design needed for "central-control-only" processes and becomes a basic electronic component in an intelligent soft robotics system. An artificial somatic reflex arc that enables the actuation of electrochemical actuators in response to the stimulation of tactile pressures is reported. Only if the detected pressure by the pressure sensor is above the stimulus threshold, the metal-organic-framework-based threshold controlling unit (TCU) can be activated and triggers the electrochemical actuators to complete the motion. Such responding mechanism mimics the all-or-none law in the human nervous system. As a proof of concept, the artificial somatic reflex arc is successfully integrated into a robot to mimic the infant grasp reflex. This work provides a unique and simplifying strategy for developing intelligent soft robotics, next-generation human-machine interfaces, and neuroprosthetics.
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Affiliation(s)
- Ke He
- Innovative Centre for Flexible Devices (iFLEX), Max Planck-NTU Joint Lab for Artificial Senses, School of Materials Science and Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore, 639798, Singapore
| | - Yaqing Liu
- Innovative Centre for Flexible Devices (iFLEX), Max Planck-NTU Joint Lab for Artificial Senses, School of Materials Science and Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore, 639798, Singapore
| | - Ming Wang
- Innovative Centre for Flexible Devices (iFLEX), Max Planck-NTU Joint Lab for Artificial Senses, School of Materials Science and Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore, 639798, Singapore
| | - Geng Chen
- Innovative Centre for Flexible Devices (iFLEX), Max Planck-NTU Joint Lab for Artificial Senses, School of Materials Science and Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore, 639798, Singapore
| | - Ying Jiang
- Innovative Centre for Flexible Devices (iFLEX), Max Planck-NTU Joint Lab for Artificial Senses, School of Materials Science and Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore, 639798, Singapore
| | - Jiancan Yu
- Innovative Centre for Flexible Devices (iFLEX), Max Planck-NTU Joint Lab for Artificial Senses, School of Materials Science and Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore, 639798, Singapore
| | - Changjin Wan
- Innovative Centre for Flexible Devices (iFLEX), Max Planck-NTU Joint Lab for Artificial Senses, School of Materials Science and Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore, 639798, Singapore
| | - Dianpeng Qi
- Innovative Centre for Flexible Devices (iFLEX), Max Planck-NTU Joint Lab for Artificial Senses, School of Materials Science and Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore, 639798, Singapore
| | - Meng Xiao
- Innovative Centre for Flexible Devices (iFLEX), Max Planck-NTU Joint Lab for Artificial Senses, School of Materials Science and Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore, 639798, Singapore
| | - Wan Ru Leow
- Innovative Centre for Flexible Devices (iFLEX), Max Planck-NTU Joint Lab for Artificial Senses, School of Materials Science and Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore, 639798, Singapore
| | - Hui Yang
- Innovative Centre for Flexible Devices (iFLEX), Max Planck-NTU Joint Lab for Artificial Senses, School of Materials Science and Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore, 639798, Singapore
| | - Markus Antonietti
- Department of Colloid Chemistry, Max Planck Institute of Colloids and Interfaces, Am Mühlenberg 1, 14476, Potsdam, Germany
| | - Xiaodong Chen
- Innovative Centre for Flexible Devices (iFLEX), Max Planck-NTU Joint Lab for Artificial Senses, School of Materials Science and Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore, 639798, Singapore
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19
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Adamatzky A. Plant leaf computing. Biosystems 2019; 182:59-64. [DOI: 10.1016/j.biosystems.2019.02.004] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Revised: 02/08/2019] [Accepted: 02/10/2019] [Indexed: 01/05/2023]
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20
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Savransky M. When bodies think: panpsychism, pluralism, biopolitics. MEDICAL HUMANITIES 2019; 45:116-123. [PMID: 31289217 DOI: 10.1136/medhum-2018-011578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 11/20/2018] [Indexed: 06/09/2023]
Abstract
Cultivating a speculative orientation to the medical humanities, the aim of this essay is to explore some dimensions of the recent calls for more participatory forms of medicine and healthcare under the sign of what, after Michel Foucault, I call the 'biopolitical problematic'. That is, the divergent encounter between techniques of biopower that seek to take hold of life and the body, and a plurality of living bodies that persistently respond, challenge and escape its grasp. If critics of 'participatory medicine' have warned that the turn to 'participation' in healthcare functions as a form of biopower that seeks to gain access to bodies, and in so doing take a better hold of life, in this essay, I propose we experiment with the question of what kinds of conceptual tools may be required to make perceptible the ways in which a plurality of participating bodies may become capable of responding, challenging and escaping 'participation's' grasp. After problematising the ontology of participation involved in contemporary debates around participatory medicine, I draw on the work of William James and Alfred North Whitehead, among others, to argue for the need to reclaim a pluralistic panpsychism-in short, the proposition that all things think-as a pragmatic tool to envisage the possibility of a plurality of thinking bodies capable of unruly forms of participation all the way down.
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Abstract
When Jagdish Chandra Bose, a renowned physicist, devoted himself entirely to research in the field of plant physiology post his superannuation at Presidency University, Kolkata, India (earlier known as Presidency College, Calcutta), it came as a surprise to many. The research on plant nervous system by JC Bose during this period was pioneering in nature, being recognized by recent plant biologists globally as the first in the field. His findings were so revolutionary at the time of their proclamation that these aroused disbelief and contradiction. Surprisingly, not many at that time took up such investigations and once accepted with reluctance, there was practically very little activity in the field for the next several decades. More than a hundred years later, recent advances in molecular biology, genomics, ecology and neurophysiology have led to renewed interest resulting in a flurry of activity, confirming most of Bose's observations. The present review describes this pioneering scientist's work and his immense contribution in the emergence of the discipline now designated as 'Plant Neurobiology'.
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Affiliation(s)
- Prakash Narain Tandon
- National Research Professor, All India Institute of Medical Sciences, New Delhi, India
- President, National Brain Research Centre, Gurgaon, India
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22
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Segundo-Ortin M, Calvo P. Are plants cognitive? A reply to Adams. STUDIES IN HISTORY AND PHILOSOPHY OF SCIENCE 2019; 73:64-71. [PMID: 30914125 DOI: 10.1016/j.shpsa.2018.12.001] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2018] [Revised: 11/16/2018] [Accepted: 12/05/2018] [Indexed: 05/21/2023]
Abstract
According to F. Adams [this journal, vol. 68, 2018] cognition cannot be realized in plants or bacteria. In his view, plants and bacteria respond to the here-and-now in a hardwired, inflexible manner, and are therefore incapable of cognitive activity. This article takes issue with the pursuit of plant cognition from the perspective of an empirically informed philosophy of plant neurobiology. As we argue, empirical evidence shows, contra Adams, that plant behavior is in many ways analogous to animal behavior. This renders plants suitable to be described as cognitive agents in a non-metaphorical way. Sections two to four review the arguments offered by Adams in light of scientific evidence on plant adaptive behavior, decision-making, anticipation, as well as learning and memory. Section five introduces the 'phyto-nervous' system of plants. To conclude, section six resituates the quest for plant cognition into a broader approach in cognitive science, as represented by enactive and ecological schools of thought. Overall, we aim to motivate the idea that plants may be considered genuine cognitive agents. Our hope is to help propel public awareness and discussion of plant intelligence once appropriately stripped of anthropocentric preconceptions of the sort that Adams' position appears to exemplify.
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Affiliation(s)
| | - Paco Calvo
- Minimal Intelligence Lab (MINT Lab), Universidad de Murcia, Spain.
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23
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Biological evolution as defense of 'self'. PROGRESS IN BIOPHYSICS AND MOLECULAR BIOLOGY 2018; 142:54-74. [PMID: 30336184 DOI: 10.1016/j.pbiomolbio.2018.10.002] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Revised: 09/27/2018] [Accepted: 10/11/2018] [Indexed: 02/06/2023]
Abstract
Although the origin of self-referential consciousness is unknown, it can be argued that the instantiation of self-reference was the commencement of the living state as phenomenal experientiality. As self-referential cognition is demonstrated by all living organisms, life can be equated with the sustenance of cellular homeostasis in the continuous defense of 'self'. It is proposed that the epicenter of 'self' is perpetually embodied within the basic cellular form in which it was instantiated. Cognition-Based Evolution argues that all of biological and evolutionary development represents the perpetual autopoietic defense of self-referential basal cellular states of homeostatic preference. The means by which these states are attained and maintained is through self-referential measurement of information and its communication. The multicellular forms, either as biofilms or holobionts, represent the cellular attempt to achieve maximum states of informational distinction and energy efficiency through individual and collective means. In this frame, consciousness, self-consciousness and intelligence can be identified as forms of collective cellular phenotype directed towards the defense of fundamental cellular self-reference.
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24
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Towards Systemic View for Plant Learning: Ecophysiological Perspective. MEMORY AND LEARNING IN PLANTS 2018. [DOI: 10.1007/978-3-319-75596-0_9] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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25
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Abbas G, Mahmood W, Khan F. Can memory exist outside of brain and be transferred? Historical review, issues & ways forward. Med Hypotheses 2017; 109:106-110. [PMID: 29150267 DOI: 10.1016/j.mehy.2017.10.003] [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: 04/29/2017] [Revised: 09/22/2017] [Accepted: 10/05/2017] [Indexed: 10/18/2022]
Abstract
Learning and memory are among the executive functions attributed to intelligent forms of life. Unfortunately, there is a lack of clear understanding regarding the underlying mechanisms governing these functions. Most of the modern day scientists attribute these functions solely to brain. However, in the latter half of last century, a number of reports suggested existence of extra-cranial memory and potential of its transfer between animals. Some have linked this phenomenon to RNA while others believed that peptides were responsible. The terms like "educated RNA" and "scotophobin" were coined. This atypical work involving flatworms, yeast RNA and scotophobin was received with deep skepticism and ultimately disregarded. However, the recent reproduction of some of this earlier work by scientists at Tufts University has reignited the debate on the mechanisms of learning and memory. Keeping this in view, we believe it is high time to summarize this historical work and discuss the possibilities to delineate these atypical claims. The objective is to incite the present day researchers to explore this opportunity under the perspective of newer advancements in science.
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Affiliation(s)
- Ghulam Abbas
- H.E.J. Research Institute of Chemistry, International Center for Chemical & Biological Sciences, University of Karachi, Karachi 75270, Pakistan.
| | - Wajahat Mahmood
- Department of Pharmacy, COMSATS Institute of Information Technology, Abbottabad 22060, K.P.K., Pakistan
| | - Faisal Khan
- Dr. Panjwani Center for Molecular Medicine & Drug Research, International Center for Chemical & Biological Sciences, University of Karachi, Karachi 75270, Pakistan
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26
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Calvo P, Friston K. Predicting green: really radical (plant) predictive processing. J R Soc Interface 2017; 14:20170096. [PMID: 28637913 PMCID: PMC5493793 DOI: 10.1098/rsif.2017.0096] [Citation(s) in RCA: 49] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2017] [Accepted: 05/25/2017] [Indexed: 12/13/2022] Open
Abstract
In this article we account for the way plants respond to salient features of their environment under the free-energy principle for biological systems. Biological self-organization amounts to the minimization of surprise over time. We posit that any self-organizing system must embody a generative model whose predictions ensure that (expected) free energy is minimized through action. Plants respond in a fast, and yet coordinated manner, to environmental contingencies. They pro-actively sample their local environment to elicit information with an adaptive value. Our main thesis is that plant behaviour takes place by way of a process (active inference) that predicts the environmental sources of sensory stimulation. This principle, we argue, endows plants with a form of perception that underwrites purposeful, anticipatory behaviour. The aim of the article is to assess the prospects of a radical predictive processing story that would follow naturally from the free-energy principle for biological systems; an approach that may ultimately bear upon our understanding of life and cognition more broadly.
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Affiliation(s)
- Paco Calvo
- EIDYN Research Centre, and Institute of Molecular Plant Sciences, University of Edinburgh, Edinburgh, UK
- MINT Lab, Departamento de Filosofía, Universidad de Murcia, Murcia, Spain
| | - Karl Friston
- Wellcome Trust Centre for Neuroimaging, Institute of Neurology UCL, 12 Queen Square, London, UK
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Abstract
The study of evolutionary patterns of cognitive convergence would be greatly helped by a clear demarcation of cognition. Cognition is often used as an equivalent of mind, making it difficult to pin down empirically or to apply it confidently beyond the human condition. Recent developments in embodied cognition and philosophy of biology now suggest an interpretation that dissociates cognition from this mental context. Instead, it anchors cognition in a broad range of biological cases of intelligence, provisionally marked by a basic cognitive toolkit. This conception of cognition as an empirically based phenomenon provides a suitable and greatly expanded domain for studies of evolutionary convergence. This paper first introduces this wide, biologically embodied interpretation of cognition. Second, it discusses examples drawn from studies on bacteria, plants and fungi that all provide cases fulfilling the criteria for this wide interpretation. Third, the field of early nervous system evolution is used to illustrate how biologically embodied cognition raises new fundamental questions for research on animal cognition. Finally, an outline is given of the implications for the evolutionary convergence of cognition.
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Affiliation(s)
- Fred A Keijzer
- Department of Theoretical Philosophy, University of Groningen, Groningen, The Netherlands
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29
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Trewavas A. Intelligence, Cognition, and Language of Green Plants. Front Psychol 2016; 7:588. [PMID: 27199823 PMCID: PMC4845027 DOI: 10.3389/fpsyg.2016.00588] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2016] [Accepted: 04/08/2016] [Indexed: 11/17/2022] Open
Abstract
A summary definition of some 70 descriptions of intelligence provides a definition for all other organisms including plants that stresses fitness. Barbara McClintock, a plant biologist, posed the notion of the ‘thoughtful cell’ in her Nobel prize address. The systems structure necessary for a thoughtful cell is revealed by comparison of the interactome and connectome. The plant root cap, a group of some 200 cells that act holistically in responding to numerous signals, likely possesses a similar systems structure agreeing with Darwin’s description of acting like the brain of a lower organism. Intelligent behavior requires assessment of different choices and taking the beneficial one. Decisions are constantly required to optimize the plant phenotype to a dynamic environment and the cambium is the assessing tissue diverting more or removing resources from different shoot and root branches through manipulation of vascular elements. Environmental awareness likely indicates consciousness. Spontaneity in plant behavior, ability to count to five and error correction indicate intention. Volatile organic compounds are used as signals in plant interactions and being complex in composition may be the equivalent of language accounting for self and alien recognition by individual plants. Game theory describes competitive interactions. Interactive and intelligent outcomes emerge from application of various games between plants themselves and interactions with microbes. Behavior profiting from experience, another simple definition of intelligence, requires both learning and memory and is indicated in the priming of herbivory, disease and abiotic stresses.
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Affiliation(s)
- Anthony Trewavas
- Institute of Molecular Plant Science, University of Edinburgh Edinburgh, UK
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30
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van Loon LC. The Intelligent Behavior of Plants. TRENDS IN PLANT SCIENCE 2016; 21:286-294. [PMID: 26690331 DOI: 10.1016/j.tplants.2015.11.009] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2015] [Revised: 10/08/2015] [Accepted: 11/11/2015] [Indexed: 05/19/2023]
Abstract
Plants are as adept as animals and humans in reacting effectively to their ever-changing environment. Of necessity, their sessile nature requires specific adaptations, but their cells possess a network-type communication system with emerging properties at the level of the organ or entire plant. The specific adjustments in growth and development of plants can be taken to represent behavior. Their ability to learn from experience and to memorize previous experiences in order to optimize fitness allows effective acclimation to environmental stresses and can be considered a form of intelligence. Intelligent behavior is exemplified by the exceptional versatility of plants to deal with abiotic stresses as well as microbial and insect attack by balancing appropriate defensive reactions.
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Affiliation(s)
- Leendert C van Loon
- Plant-Microbe Interactions, Department of Biology, Utrecht University, Padualaan 8, 3584 CH Utrecht, The Netherlands.
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31
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Fleta-Soriano E, Pintó-Marijuan M, Munné-Bosch S. Evidence of Drought Stress Memory in the Facultative CAM, Aptenia cordifolia: Possible Role of Phytohormones. PLoS One 2015; 10:e0135391. [PMID: 26274325 PMCID: PMC4537193 DOI: 10.1371/journal.pone.0135391] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2015] [Accepted: 07/21/2015] [Indexed: 11/18/2022] Open
Abstract
Although plant responses to drought stress have been studied in detail in several plant species, including CAM plants, the occurrence of stress memory and possible mechanisms for its regulation are still very poorly understood. In an attempt to better understand the occurrence and possible mechanisms of regulation of stress memory in plants, we measured the concentrations of phytohormones in Aptenia cordifolia exposed to reiterated drought, together with various stress indicators, including leaf water contents, photosynthesis and mechanisms of photo- and antioxidant protection. Results showed that plants exposed to drought stress responded differently if previously challenged with a first drought. Gibberellin levels decreased upon exposure to the first drought and remained lower in double-stressed plants compared with those exposed to stress for the first time. In contrast, abscisic acid levels were higher in double- than single-stressed plants. This occurred in parallel with alterations in hydroperoxide levels, but not with malondialdehyde levels, thus suggesting an increased oxidation state that did not result in oxidative damage in double-stressed plants. It is concluded that (i) drought stress memory occurs in double-stressed A. cordifolia plants, (ii) both gibberellins and abscisic acid may play a role in plant response to repeated periods of drought, and (iii) changes in abscisic acid levels in double-stressed plants may have a positive effect by modulating changes in the cellular redox state with a role in signalling, rather than cause oxidative damage to the cell.
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Affiliation(s)
- Eva Fleta-Soriano
- Departament de Biologia Vegetal, Facultat de Biologia, Universitat de Barcelona, Avinguda Diagonal, 643, E-08028, Barcelona, Spain
| | - Marta Pintó-Marijuan
- Departament de Biologia Vegetal, Facultat de Biologia, Universitat de Barcelona, Avinguda Diagonal, 643, E-08028, Barcelona, Spain
| | - Sergi Munné-Bosch
- Departament de Biologia Vegetal, Facultat de Biologia, Universitat de Barcelona, Avinguda Diagonal, 643, E-08028, Barcelona, Spain
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32
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Meyer KM, Soldaat LL, Auge H, Thulke HH. Adaptive and selective seed abortion reveals complex conditional decision making in plants. Am Nat 2014; 183:376-83. [PMID: 24561600 DOI: 10.1086/675063] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Behavior is traditionally attributed to animals only. Recently, evidence for plant behavior is accumulating, mostly from plant physiological studies. Here, we provide ecological evidence for complex plant behavior in the form of seed abortion decisions conditional on internal and external cues. We analyzed seed abortion patterns of barberry plants exposed to seed parasitism and different environmental conditions. Without abortion, parasite infestation of seeds can lead to loss of all seeds in a fruit. We statistically tested a series of null models with Monte Carlo simulations to establish selectivity and adaptiveness of the observed seed abortion patterns. Seed abortion was more frequent in parasitized fruits and fruits from dry habitats. Surprisingly, seed abortion occurred with significantly greater probability if there was a second intact seed in the fruit. This strategy provides a fitness benefit if abortion can prevent a sibling seed from coinfestation and if nonabortion of an infested but surviving single seed saves resources invested in the fruit coat. Ecological evidence for complex decision making in plants thus includes a structural memory (the second seed), simple reasoning (integration of inner and outer conditions), conditional behavior (abortion), and anticipation of future risks (seed predation).
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Affiliation(s)
- Katrin M Meyer
- UFZ-Helmholtz Centre for Environmental Research, Department of Ecological Modelling, Leipzig, Germany
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33
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Leopold AC. Smart plants: memory and communication without brains. PLANT SIGNALING & BEHAVIOR 2014; 9:e972268. [PMID: 25482811 PMCID: PMC4622953 DOI: 10.4161/15592316.2014.972268] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2014] [Accepted: 07/18/2014] [Indexed: 05/07/2023]
Abstract
The immobility of plants is consistent with their principal function: collecting light to provide photosynthetic substrate for the biological system. Their immobility does impose limitations on some basic requirements, such as the need for pollination, for seed dispersal, and for protection against herbivores. Meeting these 3 needs will logically necessitate some ability for plant communication - at least a capability for beneficial adaptive behavior. Three types of plant behavior provide evidence of memory and communication abilities: a capability for memory, a capability for measuring time, and extensive evidence of chemical signaling systems. These may provide benefits for genetic outcrossing, seed dispersal and protection - beneficial adaptive behaviors. The chemical signaling system constitutes a wireless communication network that draws mobile animals into assisting plant functions that require mobility. Plants share their chemical signaling systems most frequently with insects and birds. These beneficial adaptable behaviors may be interpreted as some type of consciousness.
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Affiliation(s)
- A Carl Leopold
- Biology Department; University of Washington; Seattle, WA USA
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34
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Ninkovic V, Dahlin I, Vucetic A, Petrovic-Obradovic O, Glinwood R, Webster B. Volatile exchange between undamaged plants - a new mechanism affecting insect orientation in intercropping. PLoS One 2013; 8:e69431. [PMID: 23922710 PMCID: PMC3726678 DOI: 10.1371/journal.pone.0069431] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2013] [Accepted: 06/10/2013] [Indexed: 12/29/2022] Open
Abstract
Changes in plant volatile emission can be induced by exposure to volatiles from neighbouring insect-attacked plants. However, plants are also exposed to volatiles from unattacked neighbours, and the consequences of this have not been explored. We investigated whether volatile exchange between undamaged plants affects volatile emission and plant-insect interaction. Consistently greater quantities of two terpenoids were found in the headspace of potato previously exposed to volatiles from undamaged onion plants identified by mass spectrometry. Using live plants and synthetic blends mimicking exposed and unexposed potato, we tested the olfactory response of winged aphids, Myzus persicae. The altered potato volatile profile deterred aphids in laboratory experiments. Further, we show that growing potato together with onion in the field reduces the abundance of winged, host-seeking aphids. Our study broadens the ecological significance of the phenomenon; volatiles carry not only information on whether or not neighbouring plants are under attack, but also information on the emitter plants themselves. In this way responding plants could obtain information on whether the neighbouring plant is a competitive threat and can accordingly adjust their growth towards it. We interpret this as a response in the process of adaptation towards neighbouring plants. Furthermore, these physiological changes in the responding plants have significant ecological impact, as behaviour of aphids was affected. Since herbivore host plants are potentially under constant exposure to these volatiles, our study has major implications for the understanding of how mechanisms within plant communities affect insects. This knowledge could be used to improve plant protection and increase scientific understanding of communication between plants and its impact on other organisms.
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Affiliation(s)
- Velemir Ninkovic
- Department of Ecology, Swedish University of Agricultural Sciences, Uppsala, Sweden.
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Debono MW. Dynamic protoneural networks in plants: a new approach of spontaneous extracellular potential variations. PLANT SIGNALING & BEHAVIOR 2013; 8:e24207. [PMID: 23603975 PMCID: PMC3907453 DOI: 10.4161/psb.24207] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/26/2013] [Revised: 03/05/2013] [Accepted: 03/05/2013] [Indexed: 05/23/2023]
Abstract
Taking as a basis of discussion Kalanchoe's spontaneous and evoked extracellular activities recorded at the whole plant level, we put the challenging questions: do these low-voltage variations, together with endocellular events, reflect integrative properties and complex behavior in plants? Does it reflect common perceptive systems in animal and plant species? Is the ability of plants to treat short-term variations and information transfer without nervous system relevant? Is a protoneural construction of the world by lower organisms possible? More generally, the aim of this paper is to reevaluate the probably underestimated role of plant surface potentials in the plant relation life, carefully comparing the biogenesis of both animal and plant organisms in the era of plant neurobiology. Knowing that surface potentials participate at least to morphogenesis, cell to cell coupling, long distance transmission and transduction of stimuli, some hypothesis are given indicating that plants have to be studied as environmental biosensors and non linear dynamic systems able to detect transitional states between perception and response to stimuli. This study is conducted in the frame of the "plasticity paradigm," which gives a theoretical model of evolutionary processes and suggests some hypothesis about the nature of complexity, information and behavior.
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Lüttge U. Whole-Plant Physiology: Synergistic Emergence Rather Than Modularity. PROGRESS IN BOTANY 2013. [DOI: 10.1007/978-3-642-30967-0_6] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
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Do plants explore habitats before exploiting them? An explicit test using two stoloniferous herbs. CHINESE SCIENCE BULLETIN-CHINESE 2012. [DOI: 10.1007/s11434-012-4983-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Louâpre P, Bittebière AK, Clément B, Pierre JS, Mony C. How past and present influence the foraging of clonal plants? PLoS One 2012; 7:e38288. [PMID: 22675539 PMCID: PMC3365891 DOI: 10.1371/journal.pone.0038288] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2011] [Accepted: 05/03/2012] [Indexed: 11/18/2022] Open
Abstract
Clonal plants spreading horizontally and forming a network structure of ramets exhibit complex growth patterns to maximize resource uptake from the environment. They respond to spatial heterogeneity by changing their internode length or branching frequency. Ramets definitively root in the soil but stay interconnected for a varying period of time thus allowing an exchange of spatial and temporal information. We quantified the foraging response of clonal plants depending on the local soil quality sampled by the rooting ramet (i.e. the present information) and the resource variability sampled by the older ramets (i.e. the past information). We demonstrated that two related species, Potentilla reptans and P. anserina, responded similarly to the local quality of their environment by decreasing their internode length in response to nutrient-rich soil. Only P. reptans responded to resource variability by decreasing its internode length. In both species, the experience acquired by older ramets influenced the plastic response of new rooted ramets: the internode length between ramets depended not only on the soil quality locally sampled but also on the soil quality previously sampled by older ramets. We quantified the effect of the information perceived at different time and space on the foraging behavior of clonal plants by showing a non-linear response of the ramet rooting in the soil of a given quality. These data suggest that the decision to grow a stolon or to root a ramet at a given distance from the older ramet results from the integration of the past and present information about the richness and the variability of the environment.
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Affiliation(s)
- Philipe Louâpre
- UMR CNRS 6553 ECOBIO/UMS 3343 OSUR, University of Rennes I, Rennes, France.
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Zhang X, Yu N, Xi G, Meng X. Changes in the power spectrum of electrical signals in maize leaf induced by osmotic stress. ACTA ACUST UNITED AC 2012. [DOI: 10.1007/s11434-011-4820-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Król E, Płachno BJ, Adamec L, Stolarz M, Dziubińska H, Trebacz K. Quite a few reasons for calling carnivores 'the most wonderful plants in the world'. ANNALS OF BOTANY 2012; 109:47-64. [PMID: 21937485 PMCID: PMC3241575 DOI: 10.1093/aob/mcr249] [Citation(s) in RCA: 71] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2011] [Accepted: 08/08/2011] [Indexed: 05/03/2023]
Abstract
BACKGROUND A plant is considered carnivorous if it receives any noticeable benefit from catching small animals. The morphological and physiological adaptations to carnivorous existence is most complex in plants, thanks to which carnivorous plants have been cited by Darwin as 'the most wonderful plants in the world'. When considering the range of these adaptations, one realizes that the carnivory is a result of a multitude of different features. SCOPE This review discusses a selection of relevant articles, culled from a wide array of research topics on plant carnivory, and focuses in particular on physiological processes associated with active trapping and digestion of prey. Carnivory offers the plants special advantages in habitats where nutrient supply is scarce. Counterbalancing costs are the investments in synthesis and the maintenance of trapping organs and hydrolysing enzymes. With the progress in genetic, molecular and microscopic techniques, we are well on the way to a full appreciation of various aspects of plant carnivory. CONCLUSIONS Sufficiently complex to be of scientific interest and finite enough to allow conclusive appraisal, carnivorous plants can be viewed as unique models for the examination of rapid organ movements, plant excitability, enzyme secretion, nutrient absorption, food-web relationships, phylogenetic and intergeneric relationships or structural and mineral investment in carnivory.
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Affiliation(s)
- Elzbieta Król
- Department of Biophysics, Institute of Biology, Maria Curie-Skłodowska University, Akademicka 19, 20-033 Lublin, Poland.
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Baluska F, Mancuso S. Deep evolutionary origins of neurobiology: Turning the essence of 'neural' upside-down. Commun Integr Biol 2011; 2:60-5. [PMID: 19513267 DOI: 10.4161/cib.2.1.7620] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2008] [Accepted: 12/15/2008] [Indexed: 01/17/2023] Open
Abstract
It is generally assumed, both in common-sense argumentations and scientific concepts, that brains and neurons represent late evolutionary achievements which are present only in more advanced animals. Here we overview recently published data clearly revealing that our understanding of bacteria, unicellular eukaryotic organisms, plants, brains and neurons, rooted in the Aristotelian philosophy is flawed. Neural aspects of biological systems are obvious already in bacteria and unicellular biological units such as sexual gametes and diverse unicellular eukaryotic organisms. Altogether, processes and activities thought to represent evolutionary 'recent' specializations of the nervous system emerge rather to represent ancient and fundamental cell survival processes.
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Oyarce P, Gurovich L. Evidence for the transmission of information through electric potentials in injured avocado trees. JOURNAL OF PLANT PHYSIOLOGY 2011; 168:103-108. [PMID: 20630616 DOI: 10.1016/j.jplph.2010.06.003] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2010] [Revised: 06/15/2010] [Accepted: 06/16/2010] [Indexed: 05/29/2023]
Abstract
Electrical excitability and signaling, frequently associated with rapid responses to environmental stimuli, have been documented in both animals and higher plants. The presence of electrical potentials (EPs), such as action potentials (APs) and variation potentials (VPs), in plant cells suggests that plants make use of ion channels to transmit information over long distances. The reason why plants have developed pathways for electrical signal transmission is most probably the necessity to respond rapidly, for example, to environmental stress factors. We examined the nature and specific characteristics of the electrical response to wounding in the woody plant Persea americana (avocado). Under field conditions, wounds can be the result of insect activity, strong winds or handling injury during fruit harvest. Evidence for extracellular EP signaling in avocado trees after mechanical injury was expressed in the form of variation potentials. For tipping and pruning, signal velocities of 8.7 and 20.9 cm/s, respectively, were calculated, based on data measured with Ag/AgCl microelectrodes inserted at different positions of the trunk. EP signal intensity decreased with increasing distance between the tipping and pruning point and the electrode. Recovery time to pre-tipping or pre-pruning EP values was also affected by the distance and signal intensity from the tipping or pruning point to the specific electrode position. Real time detection of remote EP signaling can provide an efficient tool for the early detection of insect attacks, strong wind damage or handling injury during fruit harvest. Our results indicate that electrical signaling in avocado, resulting from microenvironment modifications, can be quantitatively related to the intensity and duration of the stimuli, as well as to the distance between the stimuli site and the location of EP detection. These results may be indicative of the existence of a specific kind of proto-nervous system in plants.
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Affiliation(s)
- Patricio Oyarce
- Department of Fruit Science, Universidad Católica de Chile, Santiago, Chile
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Witzany G. Uniform categorization of biocommunication in bacteria, fungi and plants. World J Biol Chem 2010; 1:160-80. [PMID: 21541001 PMCID: PMC3083953 DOI: 10.4331/wjbc.v1.i5.160] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2010] [Revised: 05/11/2010] [Accepted: 05/18/2010] [Indexed: 02/05/2023] Open
Abstract
This article describes a coherent biocommunication categorization for the kingdoms of bacteria, fungi and plants. The investigation further shows that, besides biotic sign use in trans-, inter- and intraorganismic communication processes, a common trait is interpretation of abiotic influences as indicators to generate an appropriate adaptive behaviour. Far from being mechanistic interactions, communication processes within organisms and between organisms are sign-mediated interactions. Sign-mediated interactions are the precondition for every cooperation and coordination between at least two biological agents such as cells, tissues, organs and organisms. Signs of biocommunicative processes are chemical molecules in most cases. The signs that are used in a great variety of signaling processes follow syntactic (combinatorial), pragmatic (context-dependent) and semantic (content-specific) rules. These three levels of semiotic rules are helpful tools to investigate communication processes throughout all organismic kingdoms. It is not the aim to present the latest empirical data concerning communication in these three kingdoms but to present a unifying perspective that is able to interconnect transdisciplinary research on bacteria, fungi and plants.
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Affiliation(s)
- Günther Witzany
- Guenther Witzany, Telos-Philosophische Praxis, Vogelsangstrasse 18c, A-5111-Buermoos, Austria
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Volkov AG, Foster JC, Markin VS. Signal transduction in Mimosa pudica: biologically closed electrical circuits. PLANT, CELL & ENVIRONMENT 2010; 33:816-827. [PMID: 20040063 DOI: 10.1111/j.1365-3040.2009.02108.x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
Biologically closed electrical circuits operate over large distances in biological tissues. The activation of such circuits can lead to various physiological and biophysical responses. Here, we analyse the biologically closed electrical circuits of the sensitive plant Mimosa pudica Linn. using electrostimulation of a petiole or pulvinus by the charged capacitor method, and evaluate the equivalent electrical scheme of electrical signal transduction inside the plant. The discharge of a 100 microF capacitor in the pulvinus resulted in the downward fall of the petiole in a few seconds, if the capacitor was charged beforehand by a 1.5 V power supply. Upon disconnection of the capacitor from Ag/AgCl electrodes, the petiole slowly relaxed to the initial position. The electrical properties of the M. pudica were investigated, and an equivalent electrical circuit was proposed that explains the experimental data.
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Affiliation(s)
- Alexander G Volkov
- Department of Chemistry and Biochemistry, Oakwood University, Huntsville, AL 35896, USA.
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Aphalo PJ. On how to disentangle the contribution of different organs and processes to the growth of whole plants. JOURNAL OF EXPERIMENTAL BOTANY 2010; 61:626-628. [PMID: 20118495 DOI: 10.1093/jxb/erp398] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Affiliation(s)
- Pedro J Aphalo
- Department of Biosciences, 00014 University of Helsinki, Finland.
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Brenner A. Pflanzen als Selbste. J Verbrauch Lebensm 2009. [DOI: 10.1007/s00003-009-0318-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Abstract
The nature of plant behaviour is discussed, and it is concluded that it is best described as what plants do. The possibility that plant behaviour is simply signal-induced phenotypic plasticity is outlined, and some limitations of this assumption are considered. Natural environments present many challenges to growing plants, and the consequent signalling that plants perceive is becoming extremely complex. Plant behaviour is active, purposeful and intentional, and examples are discussed. Much plant behaviour, concerned with stress and herbivory, is also based on an assessment of the future likelihood of further damaging episodes and is therefore predictive. Plant behaviour involves the acquisition and processing of information. Informational terminology provides a suitable way of incorporating the concepts of learning, memory and intelligence into plant behaviour, capabilities that plants are rarely credited with. Finally, trade-offs, cost-benefit assessments and decision making are common plant behavioural attributes. It is suggested that intelligent assessments that involve the whole plant are essential to optimize these adaptive capabilities.
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Affiliation(s)
- Anthony Trewavas
- Institute of Molecular Plant Science, University of Edinburgh, Edinburgh EH93JH, UK.
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