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Li X, Chen Y, Xu Y, Sun H, Gao Y, Yan P, Song Q, Li S, Zhan A. Genotypic Variability in Root Morphology in a Diverse Wheat Genotypes Under Drought and Low Phosphorus Stress. PLANTS (BASEL, SWITZERLAND) 2024; 13:3361. [PMID: 39683154 DOI: 10.3390/plants13233361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2024] [Revised: 11/22/2024] [Accepted: 11/27/2024] [Indexed: 12/18/2024]
Abstract
Screening genotypes with optimal root traits presents a promising breeding strategy for enhancing adaptability to abiotic stresses and improving resource use efficiency. This study evaluated root traits of 100 winter wheat genotypes under four treatments: control (C), low phosphorus (LP), PEG-induced drought (D), and a combination of LP and drought (DLP), using a semi-hydroponic phenotyping platform. Significant variations in root traits were observed 65 days after transplanting, with over 80% of traits being significantly affected by drought, phosphorus, or their interactions. Biomass and phosphorus content decreased under LP and drought, while root length and diameter in deeper layers increased, especially under drought stress. Combined stress led to the most severe reductions in biomass, P-content, and leaf number. Phosphorus acquisition efficiency was positively correlated with root length but inversely related to stress tolerance. High heritability traits, such as root number, root length, maximum root depth, leaf number, and biomass, hold potential for breeding programs focused on environmental adaptation, resource efficiency, and yield improvement. The substantial genotypic variation in root morphology under stress conditions highlights the potential for breeding stress-resilient wheat genotypes. This finding lays a foundation for wheat-breeding initiatives aimed at developing genotypes better suited to prevailing environmental conditions.
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Affiliation(s)
- Xin Li
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, College of Natural Resources and Environment, Northwest A&F University, Yangling, Xianyang 712100, China
- College of Resources and Environmental Sciences, Gansu Agricultural University, Lanzhou 730070, China
| | - Yinglong Chen
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, College of Natural Resources and Environment, Northwest A&F University, Yangling, Xianyang 712100, China
- The UWA Institute of Agriculture, School of Agriculture and Environment, The University of Western Australia, Perth, WA 6001, Australia
| | - Yuzhou Xu
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, College of Natural Resources and Environment, Northwest A&F University, Yangling, Xianyang 712100, China
| | - Haoyang Sun
- College of Grassland Agriculture, Northwest A&F University, Yangling, Xianyang 712100, China
| | - Yamin Gao
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, College of Natural Resources and Environment, Northwest A&F University, Yangling, Xianyang 712100, China
| | - Peng Yan
- Baoji Academy of Agricultural Science, Baoji 722400, China
| | - Qilong Song
- College of Resources and Environmental Sciences, Gansu Agricultural University, Lanzhou 730070, China
| | - Shiqing Li
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, College of Natural Resources and Environment, Northwest A&F University, Yangling, Xianyang 712100, China
- College of Resources and Environmental Sciences, Gansu Agricultural University, Lanzhou 730070, China
| | - Ai Zhan
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, College of Natural Resources and Environment, Northwest A&F University, Yangling, Xianyang 712100, China
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Del Dottore E, Mazzolai B. Perspectives on Computation in Plants. ARTIFICIAL LIFE 2023; 29:336-350. [PMID: 36787453 DOI: 10.1162/artl_a_00396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
Plants thrive in virtually all natural and human-adapted environments and are becoming popular models for developing robotics systems because of their strategies of morphological and behavioral adaptation. Such adaptation and high plasticity offer new approaches for designing, modeling, and controlling artificial systems acting in unstructured scenarios. At the same time, the development of artifacts based on their working principles reveals how plants promote innovative approaches for preservation and management plans and opens new applications for engineering-driven plant science. Environmentally mediated growth patterns (e.g., tropisms) are clear examples of adaptive behaviors displayed through morphological phenotyping. Plants also create networks with other plants through subterranean roots-fungi symbiosis and use these networks to exchange resources or warning signals. This article discusses the functional behaviors of plants and shows the close similarities with a perceptron-like model that could act as a behavior-based control model in plants. We begin by analyzing communication rules and growth behaviors of plants; we then show how we translated plant behaviors into algorithmic solutions for bioinspired robot controllers; and finally, we discuss how those solutions can be extended to embrace original approaches to networking and robotics control architectures.
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Affiliation(s)
| | - Barbara Mazzolai
- Bioinspired Soft Robotics Laboratory, Istituto Italiano di Tecnologia.
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Tang S, Shahriari M, Xiang J, Pasternak T, Igolkina A, Aminizade S, Zhi H, Gao Y, Roodbarkelari F, Sui Y, Jia G, Wu C, Zhang L, Zhao L, Li X, Meshcheryakov G, Samsonova M, Diao X, Palme K, Teale W. The role of AUX1 during lateral root development in the domestication of the model C4 grass Setaria italica. JOURNAL OF EXPERIMENTAL BOTANY 2022; 73:2021-2034. [PMID: 34940828 DOI: 10.1093/jxb/erab556] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 12/22/2021] [Indexed: 06/14/2023]
Abstract
C4 photosynthesis increases the efficiency of carbon fixation by spatially separating high concentrations of molecular oxygen from Rubisco. The specialized leaf anatomy required for this separation evolved independently many times. The morphology of C4 root systems is also distinctive and adapted to support high rates of photosynthesis; however, little is known about the molecular mechanisms that have driven the evolution of C4 root system architecture. Using a mutant screen in the C4 model plant Setaria italica, we identify Siaux1-1 and Siaux1-2 as root system architecture mutants. Unlike in S. viridis, AUX1 promotes lateral root development in S. italica. A cell by cell analysis of the Siaux1-1 root apical meristem revealed changes in the distribution of cell volumes in all cell layers and a dependence of the frequency of protophloem and protoxylem strands on SiAUX1. We explore the molecular basis of the role of SiAUX1 in seedling development using an RNAseq analysis of wild-type and Siaux1-1 plants and present novel targets for SiAUX1-dependent gene regulation. Using a selection sweep and haplotype analysis of SiAUX1, we show that Hap-2412TT in the promoter region of SiAUX1 is an allele which is associated with lateral root number and has been strongly selected for during Setaria domestication.
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Affiliation(s)
- Sha Tang
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Mojgan Shahriari
- Institute of Biology II, University of Freiburg, Schänzlestrasse 1, D-79104 Freiburg, Germany
| | - Jishan Xiang
- Academy of Agricultural Sciences/Key Laboratory of Regional Ecological Protection & Agricultural and Animal Husbandry Development, Chifeng University, Chifeng, 024000, Inner Mongolia, China
| | - Taras Pasternak
- Institute of Biology II, University of Freiburg, Schänzlestrasse 1, D-79104 Freiburg, Germany
| | - Anna Igolkina
- Department of Computational Biology, Center for Advanced Studies, St. Petersburg State Polytechnic University, St. Petersburg, 195259, Russia
| | | | - Hui Zhi
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Yuanzhu Gao
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Farshad Roodbarkelari
- Institute of Biology III, University of Freiburg, Schänzlestrasse 1, D-79104 Freiburg, Germany
| | - Yi Sui
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Guanqing Jia
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Chuanyin Wu
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Linlin Zhang
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Lirong Zhao
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Xugang Li
- State Key Laboratory of Crop Biology, College of Life Sciences, Shandong Agricultural University, Daizong Street 61, Tai'an, 271018, China
| | - Georgy Meshcheryakov
- Department of Computational Biology, Center for Advanced Studies, St. Petersburg State Polytechnic University, St. Petersburg, 195259, Russia
| | - Maria Samsonova
- Department of Computational Biology, Center for Advanced Studies, St. Petersburg State Polytechnic University, St. Petersburg, 195259, Russia
| | - Xianmin Diao
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Klaus Palme
- Institute of Biology II, University of Freiburg, Schänzlestrasse 1, D-79104 Freiburg, Germany
- Centre of Biological Systems Analysis and BIOSS Centre for Biological Signalling Studies, University of Freiburg, D-79104 Freiburg, Germany
| | - William Teale
- Institute of Biology II, University of Freiburg, Schänzlestrasse 1, D-79104 Freiburg, Germany
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Zou Y, Zhang Y, Testerink C. Root dynamic growth strategies in response to salinity. PLANT, CELL & ENVIRONMENT 2022; 45:695-704. [PMID: 34716934 PMCID: PMC9298695 DOI: 10.1111/pce.14205] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 09/17/2021] [Accepted: 10/09/2021] [Indexed: 05/25/2023]
Abstract
Increasing soil salinization largely impacts crop yield worldwide. To deal with salinity stress, plants exhibit an array of responses, including root system architecture remodelling. Here, we review recent progress in physiological, developmental and cellular mechanisms of root growth responses to salinity. Most recent research in modulation of root branching, root tropisms, as well as in root cell wall modifications under salinity stress, is discussed in the context of the contribution of these responses to overall plant performance. We highlight the power of natural variation approaches revealing novel potential pathways responsible for differences in root salt stress responses. Together, these new findings promote our understanding of how salt shapes the root phenotype, which may provide potential avenues for engineering crops with better yield and survival in saline soils.
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Affiliation(s)
- Yutao Zou
- Laboratory of Plant Physiology, Plant Sciences GroupWageningen University and ResearchWageningenthe Netherlands
| | - Yanxia Zhang
- Laboratory of Plant Physiology, Plant Sciences GroupWageningen University and ResearchWageningenthe Netherlands
| | - Christa Testerink
- Laboratory of Plant Physiology, Plant Sciences GroupWageningen University and ResearchWageningenthe Netherlands
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Moisan K, Raaijmakers JM, Dicke M, Lucas‐Barbosa D, Cordovez V. Volatiles from soil-borne fungi affect directional growth of roots. PLANT, CELL & ENVIRONMENT 2021; 44:339-345. [PMID: 32996612 PMCID: PMC7821104 DOI: 10.1111/pce.13890] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Accepted: 09/08/2020] [Indexed: 05/11/2023]
Abstract
Volatiles play major roles in mediating ecological interactions between soil (micro)organisms and plants. It is well-established that microbial volatiles can increase root biomass and lateral root formation. To date, however, it is unknown whether microbial volatiles can affect directional root growth. Here, we present a novel method to study belowground volatile-mediated interactions. As proof-of-concept, we designed a root Y-tube olfactometer, and tested the effects of volatiles from four different soil-borne fungi on directional growth of Brassica rapa roots in soil. Subsequently, we compared the fungal volatile organic compounds (VOCs) previously profiled with Gas Chromatography-Mass Spectrometry (GC-MS). Using our newly designed setup, we show that directional root growth in soil is differentially affected by fungal volatiles. Roots grew more frequently toward volatiles from the root pathogen Rhizoctonia solani, whereas volatiles from the other three saprophytic fungi did not impact directional root growth. GC-MS profiling showed that six VOCs were exclusively emitted by R. solani. These findings verify that this novel method is suitable to unravel the intriguing chemical cross-talk between roots and soil-borne fungi and its impact on root growth.
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Affiliation(s)
- Kay Moisan
- Laboratory of EntomologyWageningen University and ResearchWageningenThe Netherlands
- Department of Microbial EcologyNetherlands Institute of EcologyWageningenThe Netherlands
| | - Jos M. Raaijmakers
- Department of Microbial EcologyNetherlands Institute of EcologyWageningenThe Netherlands
- Institute of BiologyLeiden UniversityLeidenThe Netherlands
| | - Marcel Dicke
- Laboratory of EntomologyWageningen University and ResearchWageningenThe Netherlands
| | - Dani Lucas‐Barbosa
- Laboratory of EntomologyWageningen University and ResearchWageningenThe Netherlands
- Present address:
Bio‐communication & EcologyETH ZürichZürichSwitzerland
| | - Viviane Cordovez
- Department of Microbial EcologyNetherlands Institute of EcologyWageningenThe Netherlands
- Institute of BiologyLeiden UniversityLeidenThe Netherlands
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