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Huang G, Li Y, Zhang Y, Wen W, Zhao C, Guo X. Overcoming Challenges in Plant Biomechanics: Methodological Innovations and Technological Integration. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025; 12:e2415606. [PMID: 39887899 PMCID: PMC11904986 DOI: 10.1002/advs.202415606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2024] [Revised: 01/01/2025] [Indexed: 02/01/2025]
Abstract
Plant biomechanics, an emerging interdisciplinary field, plays an irreplaceable role in revealing the structure-function relationships in plant life processes. This field integrates classical mechanical theories with modern biological methods, providing novel perspectives for plant phenotype research and offering significant theoretical guidance for crop breeding, cultivation management, and ecological protection. This review comprehensively examines existing research from three dimensions: research perspectives, methodologies, and content. Using maize lodging as a case study, key scientific questions, research methods, and modeling strategies are analyzed across scales from molecular to population levels. Furthermore, this paper identifies the main challenges in plant biomechanics research, particularly in methodology development, theoretical framework refinement, model simulation, and 3D modeling. Finally, innovative directions and application prospects are explored for integrating plant biomechanics with artificial intelligence technology, multi-scale modeling, genetic improvement, and biomimetics. These research advances will pave new paths for theoretical innovation and practical applications in plant biomechanics.
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Affiliation(s)
- Guanmin Huang
- Information Technology Research CenterBeijing Academy of Agriculture and Forestry SciencesBeijing Key Laboratory of Digital PlantChina National Engineering Research Center for Information Technology in AgricultureBeijing100097China
| | - Yuankun Li
- Information Technology Research CenterBeijing Academy of Agriculture and Forestry SciencesBeijing Key Laboratory of Digital PlantChina National Engineering Research Center for Information Technology in AgricultureBeijing100097China
| | - Ying Zhang
- Information Technology Research CenterBeijing Academy of Agriculture and Forestry SciencesBeijing Key Laboratory of Digital PlantChina National Engineering Research Center for Information Technology in AgricultureBeijing100097China
| | - Weiliang Wen
- Information Technology Research CenterBeijing Academy of Agriculture and Forestry SciencesBeijing Key Laboratory of Digital PlantChina National Engineering Research Center for Information Technology in AgricultureBeijing100097China
| | - Chunjiang Zhao
- Information Technology Research CenterBeijing Academy of Agriculture and Forestry SciencesBeijing Key Laboratory of Digital PlantChina National Engineering Research Center for Information Technology in AgricultureBeijing100097China
| | - Xinyu Guo
- Information Technology Research CenterBeijing Academy of Agriculture and Forestry SciencesBeijing Key Laboratory of Digital PlantChina National Engineering Research Center for Information Technology in AgricultureBeijing100097China
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Chandler TGJ, Ferria J, Shorthose O, Allain JM, Maiolino P, Boudaoud A, Vella D. Mechanics of pressurized cellular sheets. J R Soc Interface 2025; 22:20240653. [PMID: 39933593 PMCID: PMC11813572 DOI: 10.1098/rsif.2024.0653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Revised: 11/12/2024] [Accepted: 12/13/2024] [Indexed: 02/13/2025] Open
Abstract
Everyday experience shows that cellular sheets are stiffened by the presence of a pressurized gas: from bicycle inner tubes to bubble wrap, the presence of an internal pressure increases the stiffness of otherwise floppy structures. The same is true of plants, with turgor pressure (due to the presence of water) taking the place of gas pressure; indeed, in the absence of water, many plants wilt. However, the mechanical basis of this stiffening is somewhat opaque: simple attempts to rationalize it suggest that the stiffness should be independent of the pressure, at odds with everyday experience. Here, we study the mechanics of sheets that are a single-cell thick and show how a pressure-dependent bending stiffness may arise. Our model rationalizes observations of turgor-driven shrinkage in plant cells and also suggests that turgor is unlikely to provide significant structural support in many monolayer leaves, such as those found in mosses. However, for such systems, turgor does provide a way to control leaf shape, in accordance with observations of curling upon drying of moss leaves. Guided by our results, we also present a biomimetic actuator that uncurls upon pressurization.
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Affiliation(s)
- Thomas G. J. Chandler
- Mathematical Institute, University of Oxford, Woodstock Rd, OxfordOX2 6GG, UK
- Department of Mathematics, University of Wisconsin-Madison, Madison, WI53706, USA
| | - Jordan Ferria
- LadHyX, CNRS, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau Cedex91128, France
| | - Oliver Shorthose
- Department of Engineering Science, University of Oxford, Parks Road, OxfordOX1 3PJ, UK
| | - Jean-Marc Allain
- LMS, CNRS, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau Cedex91128, France
- Institut Nationale de Recherche en Informatique et en Automatique, Palaiseau91128, France
| | - Perla Maiolino
- Department of Engineering Science, University of Oxford, Parks Road, OxfordOX1 3PJ, UK
| | - Arezki Boudaoud
- LadHyX, CNRS, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau Cedex91128, France
| | - Dominic Vella
- Mathematical Institute, University of Oxford, Woodstock Rd, OxfordOX2 6GG, UK
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Deinum EE. The systems and interactions underpinning complex cell wall patterning. Biochem Soc Trans 2024; 52:2385-2398. [PMID: 39666440 DOI: 10.1042/bst20230642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2024] [Revised: 11/06/2024] [Accepted: 11/07/2024] [Indexed: 12/14/2024]
Abstract
Cell walls can confer amazing properties to plant cells, particularly if they have complex patterns. Complex cell wall patterns in the primary cell wall often lead to complex cell shapes, whereas in the secondary cell wall they lead to advanced material properties that prepare cells for mechanically demanding tasks. Not surprisingly, many of these structures are found in water transporting tissues. In this review, I compare the mechanisms controlling primary and secondary cell wall patterns, with emphasis on water transporting tissues and insights derived from modeling studies. Much of what we know about this is based on complex cell shapes and primary xylem patterns, leading to an emphasis on the Rho-of-plants - cortical microtubule - cellulose microfibril system for secondary cell wall patterning. There is a striking diversity of secondary cell wall patterns with important functional benefits, however, about which we know much less and that may develop in substantially different ways.
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Affiliation(s)
- Eva E Deinum
- Mathematical and Statistical Methods (Biometris), Plant Science Group, Wageningen University, 6708 PB Wageningen, The Netherlands
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Shen J, Miao Y. Leveraging plant biomechanics in multiscale plant systems for sustainable innovations. MOLECULAR PLANT 2024; 17:1159-1163. [PMID: 38970253 DOI: 10.1016/j.molp.2024.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 07/02/2024] [Accepted: 07/02/2024] [Indexed: 07/08/2024]
Affiliation(s)
- Jinbo Shen
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Hangzhou 311300, China.
| | - Yansong Miao
- Institute for Digital Molecular Analytics and Science, Nanyang Technological University, Singapore 636921, Singapore; School of Biological Sciences, Nanyang Technological University, Singapore 637551, Singapore.
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Guo K, Liu M, Vella D, Suresh S, Hsia KJ. Dehydration-induced corrugated folding in Rhapis excelsa plant leaves. Proc Natl Acad Sci U S A 2024; 121:e2320259121. [PMID: 38588439 PMCID: PMC11047117 DOI: 10.1073/pnas.2320259121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 02/28/2024] [Indexed: 04/10/2024] Open
Abstract
Plant leaves, whose remarkable ability for morphogenesis results in a wide range of petal and leaf shapes in response to environmental cues, have inspired scientific studies as well as the development of engineering structures and devices. Although some typical shape changes in plants and the driving force for such shape evolution have been extensively studied, there remain many poorly understood mechanisms, characteristics, and principles associated with the vast array of shape formation of plant leaves in nature. Here, we present a comprehensive study that combines experiment, theory, and numerical simulations of one such topic-the mechanics and mechanisms of corrugated leaf folding induced by differential shrinking in Rhapis excelsa. Through systematic measurements of the dehydration process in sectioned leaves, we identify a linear correlation between change in the leaf-folding angle and water loss. Building on experimental findings, we develop a generalized model that provides a scaling relationship for water loss in sectioned leaves. Furthermore, our study reveals that corrugated folding induced by dehydration in R. excelsa leaves is achieved by the deformation of a structural architecture-the "hinge" cells. Utilizing such connections among structure, morphology, environmental stimuli, and mechanics, we fabricate several biomimetic machines, including a humidity sensor and morphing devices capable of folding in response to dehydration. The mechanisms of corrugated folding in R. excelsa identified in this work provide a general understanding of the interactions between plant leaves and water. The actuation mechanisms identified in this study also provide insights into the rational design of soft machines.
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Affiliation(s)
- Kexin Guo
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore639798, Singapore
| | - Mingchao Liu
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore639798, Singapore
- Department of Mechanical Engineering, University of Birmingham, BirminghamB15 2TT, United Kingdom
| | - Dominic Vella
- Mathematical Institute, University of Oxford, OxfordOX2 6GG, United Kingdom
| | - Subra Suresh
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore639798, Singapore
- Division of Engineering, Brown University, Providence, RI02912
- Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA02139
| | - K. Jimmy Hsia
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore639798, Singapore
- School of Chemistry, Chemical Engineering and Biotechnology, Nanyang Technological University, Singapore639798, Singapore
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Mosca G, Eng RC, Adibi M, Yoshida S, Lane B, Bergheim L, Weber G, Smith RS, Hay A. Growth and tension in explosive fruit. Curr Biol 2024; 34:1010-1022.e4. [PMID: 38359820 DOI: 10.1016/j.cub.2024.01.059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2023] [Revised: 11/30/2023] [Accepted: 01/24/2024] [Indexed: 02/17/2024]
Abstract
Exploding seed pods of the common weed Cardamine hirsuta have the remarkable ability to launch seeds far from the plant. The energy for this explosion comes from tension that builds up in the fruit valves. Above a critical threshold, the fruit fractures along its dehiscence zone and the two valves coil explosively, ejecting the seeds. A common mechanism to generate tension is drying, causing tissues to shrink. However, this does not happen in C. hirsuta fruit. Instead, tension is produced by active contraction of growing exocarp cells in the outer layer of the fruit valves. Exactly how growth causes the exocarp tissue to contract and generate pulling force is unknown. Here we show that the reorientation of microtubules in the exocarp cell cortex changes the orientation of cellulose microfibrils in the cell wall and the consequent cellular growth pattern. We used mechanical modeling to show how tension emerges through growth due to the highly anisotropic orientation of load-bearing cellulose microfibrils and their effect on cell shape. By explicitly defining the cell wall as multi-layered in our model, we discovered that a cross-lamellate pattern of cellulose microfibrils further enhances the developing tension in growing cells. Therefore, the interplay of cell wall properties with turgor-driven growth enables the fruit exocarp to generate sufficient tension to power explosive seed dispersal.
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Affiliation(s)
- Gabriella Mosca
- Max Planck Institute for Plant Breeding Research, Carl-von-Linné-Weg 10, 50829 Köln, Germany; Technical University of Munich, 85748 Garching b. Munich, Germany
| | - Ryan C Eng
- Max Planck Institute for Plant Breeding Research, Carl-von-Linné-Weg 10, 50829 Köln, Germany
| | - Milad Adibi
- Max Planck Institute for Plant Breeding Research, Carl-von-Linné-Weg 10, 50829 Köln, Germany
| | - Saiko Yoshida
- Max Planck Institute for Plant Breeding Research, Carl-von-Linné-Weg 10, 50829 Köln, Germany
| | - Brendan Lane
- Max Planck Institute for Plant Breeding Research, Carl-von-Linné-Weg 10, 50829 Köln, Germany; John Innes Centre, Norwich NR4 7UH, UK
| | - Leona Bergheim
- Max Planck Institute for Plant Breeding Research, Carl-von-Linné-Weg 10, 50829 Köln, Germany
| | - Gaby Weber
- Max Planck Institute for Plant Breeding Research, Carl-von-Linné-Weg 10, 50829 Köln, Germany
| | - Richard S Smith
- Max Planck Institute for Plant Breeding Research, Carl-von-Linné-Weg 10, 50829 Köln, Germany; John Innes Centre, Norwich NR4 7UH, UK
| | - Angela Hay
- Max Planck Institute for Plant Breeding Research, Carl-von-Linné-Weg 10, 50829 Köln, Germany.
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Sleboda DA. Exploring the Dual Functionality of Plant Pulvini Using a Physical Modeling Approach. Integr Comp Biol 2023; 63:1331-1339. [PMID: 37127409 DOI: 10.1093/icb/icad018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 04/24/2023] [Accepted: 04/27/2023] [Indexed: 05/03/2023] Open
Abstract
Pulvini are plant motor organs that fulfill two conflicting mechanical roles. At rest, pulvini function as rigid beams that support the cantilevered weight of leafy appendages. During thigmonastic (touch-induced) or nyctinastic ("sleep"-induced) plant movements, however, pulvini function as flexible joints capable of active bending. I hypothesized that the ability to alternate between these roles emerges from the interaction of two structural features of pulvini: anisotropically reinforced parenchyma cells comprising the body of the pulvinus and a longitudinally stiff but flexurally pliant vascular bundle running through the pulvinus core. To investigate how these two components might interact within biological pulvini, I built a set of pulvinus-inspired physical models with varying combinations of these elements present. I compared the abilities of the models to (1) resist imposed bending deformation (i.e., act as rigid beams) and (2) exhibit bending deformation when asymmetrically pressurized (i.e., act as actively deformable joints). Pulvinus models displayed the greatest ability to resist bending deformation when both an anisotropically reinforced parenchyma and a vasculature-like core were present. Disruption of either element reduced hydrostatic fluid pressures developed within the models, resulting in a decreased ability to resist externally applied forces. When differentially pressurized to induce active bending, the degree of bending achieved varied widely between models with and without adequately reinforced parenchyma elements. Bending, however, was not influenced by the presence of a vasculature-like core. These findings suggest that biological pulvini achieve their dual functionality by pairing anisotropically reinforced parenchyma tissues with a longitudinally stiff but flexurally pliant vascular core. Together, these elements compose a hydrostatic skeleton within the pulvinus that strongly resists external deformation when pressurized, but that bends easily when the balance of fluid pressures within it is altered. These results illustrate the emergent nature of pulvinus motor abilities and highlight structural specialization as an important aspect of pulvinus physiology.
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Affiliation(s)
- David A Sleboda
- Department of Ecology and Evolutionary Biology, University of California Irvine, 321 Steinhaus Hall, Irvine, CA 92617, USA
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Geitmann A, Bidhendi AJ. Plant blindness and diversity in AI language models. TRENDS IN PLANT SCIENCE 2023; 28:1095-1097. [PMID: 37541814 DOI: 10.1016/j.tplants.2023.06.016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 06/13/2023] [Accepted: 06/20/2023] [Indexed: 08/06/2023]
Abstract
Large language models (LLMs) will benefit science by accelerating task performance. We explored whether answers generated by ChatGPT (generative pretrained transformer) to questions of biology are sufficiently diverse. 'Plant awareness' in ChatGPT answers was found to be highly variable, illustrating the importance of scientists being involved in validating the data and methods used to train artificial intelligence (AI) models.
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Affiliation(s)
- Anja Geitmann
- Faculty of Agricultural and Environmental Sciences, McGill University, Montreal, QC, Canada.
| | - Amir J Bidhendi
- Faculty of Agricultural and Environmental Sciences, McGill University, Montreal, QC, Canada
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Schulz AK, Schneider N, Zhang M, Singal K. A Year at the Forefront of Hydrostat Motion. Biol Open 2023; 12:bio059834. [PMID: 37566395 PMCID: PMC10434360 DOI: 10.1242/bio.059834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/12/2023] Open
Abstract
Currently, in the field of interdisciplinary work in biology, there has been a significant push by the soft robotic community to understand the motion and maneuverability of hydrostats. This Review seeks to expand the muscular hydrostat hypothesis toward new structures, including plants, and introduce innovative techniques to the hydrostat community on new modeling, simulating, mimicking, and observing hydrostat motion methods. These methods range from ideas of kirigami, origami, and knitting for mimic creation to utilizing reinforcement learning for control of bio-inspired soft robotic systems. It is now being understood through modeling that different mechanisms can inhibit traditional hydrostat motion, such as skin, nostrils, or sheathed layered muscle walls. The impact of this Review will highlight these mechanisms, including asymmetries, and discuss the critical next steps toward understanding their motion and how species with hydrostat structures control such complex motions, highlighting work from January 2022 to December 2022.
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Affiliation(s)
- Andrew K. Schulz
- School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Nikole Schneider
- Department of Biology, University of South Dakota, Vermillion, SD 57069, USA
| | - Margaret Zhang
- School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Krishma Singal
- School of Physics, Georgia Institute of Technology, Atlanta, GA 30332, USA
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Takahara M, Tsugawa S, Sakamoto S, Demura T, Nakata MT. Pulvinar slits: Cellulose-deficient and de-methyl-esterified pectin-rich structures in a legume motor cell. PLANT PHYSIOLOGY 2023; 192:857-870. [PMID: 36849132 DOI: 10.1093/plphys/kiad105] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 01/24/2023] [Accepted: 01/26/2023] [Indexed: 06/01/2023]
Abstract
The cortical motor cells (CMCs) in a legume pulvinus execute the reversible deformation in leaf movement that is driven by changes in turgor pressure. In contrast to the underlying osmotic regulation property, the cell wall structure of CMCs that contributes to the movement has yet to be characterized in detail. Here, we report that the cell wall of CMCs has circumferential slits with low levels of cellulose deposition, which are widely conserved among legume species. This structure is unique and distinct from that of any other primary cell walls reported so far; thus, we named them "pulvinar slits." Notably, we predominantly detected de-methyl-esterified homogalacturonan inside pulvinar slits, with a low deposition of highly methyl-esterified homogalacturonan, as with cellulose. In addition, Fourier transform infrared spectroscopy analysis indicated that the cell wall composition of pulvini is different from that of other axial organs, such as petioles or stems. Moreover, monosaccharide analysis showed that pulvini are pectin-rich organs like developing stems and that the amount of galacturonic acid in pulvini is greater than in developing stems. Computer modeling suggested that pulvinar slits facilitate anisotropic extension in the direction perpendicular to the slits in the presence of turgor pressure. When tissue slices of CMCs were transferred to different extracellular osmotic conditions, pulvinar slits altered their opening width, indicating their deformability. In this study, we thus characterized a distinctive cell wall structure of CMCs, adding to our knowledge of repetitive and reversible organ deformation as well as the structural diversity and function of the plant cell wall.
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Affiliation(s)
| | - Satoru Tsugawa
- Graduate School of Science and Technology, Nara Institute of Science and Technology (NAIST), Ikoma, Nara 6300192, Japan
- Department of Mechanical Engineering, Faculty of Systems Science and Technology, Akita Prefectural University, Akita, Japan
| | - Shingo Sakamoto
- Plant Gene Regulation Research Group, Bioproduction Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan
- Global Zero Emission Research Center, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan
| | - Taku Demura
- Graduate School of Science and Technology, Nara Institute of Science and Technology (NAIST), Ikoma, Nara 6300192, Japan
- Center for Digital Green-innovation, Nara Institute of Science and Technology (NAIST), Ikoma, Nara 6300192, Japan
| | - Miyuki T Nakata
- Graduate School of Science and Technology, Nara Institute of Science and Technology (NAIST), Ikoma, Nara 6300192, Japan
- Center for Digital Green-innovation, Nara Institute of Science and Technology (NAIST), Ikoma, Nara 6300192, Japan
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Kwiatkowska D. Plant biology: How the humble plant droops its leaves. Curr Biol 2023; 33:R156-R158. [PMID: 36854276 DOI: 10.1016/j.cub.2023.01.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/02/2023]
Abstract
The humble plant (Mimosa pudica) droops its leaves in response to touch. A new study explains how changes of turgor pressure exerted by protoplasts on surrounding cell walls translate into directional cell deformation that drives leaf movement.
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Affiliation(s)
- Dorota Kwiatkowska
- Institute of Biology, Biotechnology and Environmental Protection, University of Silesia in Katowice, Katowice, Poland.
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