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Mobley ML, Kruse AS, McNickle GG. Pisum sativum has no competitive responses to neighbors: A case study in (non)reproducible plant biology. PLANT DIRECT 2022; 6:e411. [PMID: 36284734 PMCID: PMC9587407 DOI: 10.1002/pld3.411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Revised: 05/11/2022] [Accepted: 05/17/2022] [Indexed: 06/16/2023]
Abstract
Plant-plant competition is ubiquitous in nature. However, studying below ground behavior of roots has always posed certain difficulties. Pea (Pisum sativum L.) has become a common study species for questions about how plant roots respond to neighboring plant roots and barriers in soil. However, published results point in several different directions. This has sometimes been interpreted as pea having sophisticated context dependent responses that can change in complex ways depending on its surroundings, but it could also just point to small statistical power resulting in type I or II statistical errors. To explore this further, here, we combine the result of five new experiments with published results to examine 18 unique experiments from 10 different studies and 6 cultivars of pea for a total of 254 replicate plants. We used a Bayesian hierarchical meta-analysis approach to estimating the likely effect size from the available data, as well as quantify heterogeneity among different experiments, studies and cultivars. The posterior distributions show that, at the coarsest possible scale of total root production, it is unlikely that P. sativum root growth is influenced by either neighbors or pot volume that varies primarily by depth. We find no evidence of publication bias and conclude that this is simply due to statistical sampling error and the scientific method combined with frequentist statistics operating as intended. We suggest that further work on pea should consider repeating experiments that reported finer scale root plasticity at the rhizosphere scale or consider exploring different pot geometries such as volume that varies by depth or width. We also suggest that more diversity in study species are needed to better understand the neighbor-volume response.
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Affiliation(s)
- Mariah L. Mobley
- Department of Botany and Plant PathologyPurdue UniversityWest LafayetteIndianaUSA
- Purdue Center for Plant BiologyPurdue UniversityWest LafayetteIndianaUSA
| | - Audrey S. Kruse
- Department of AgronomyPurdue UniversityWest LafayetteIndianaUSA
| | - Gordon G. McNickle
- Department of Botany and Plant PathologyPurdue UniversityWest LafayetteIndianaUSA
- Purdue Center for Plant BiologyPurdue UniversityWest LafayetteIndianaUSA
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Parise AG, Bertoli SC, Souza GM. Belowground interactions affect shoot growth in Eucalyptus urophylla under restrictive conditions. PLANT SIGNALING & BEHAVIOR 2021; 16:1927589. [PMID: 34057038 PMCID: PMC8280888 DOI: 10.1080/15592324.2021.1927589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Revised: 05/03/2021] [Accepted: 05/05/2021] [Indexed: 06/12/2023]
Abstract
Plant-plant interactions like competition or facilitation between seedlings can have profound implications on their establishment and posterior development. These interactions are variable and depend upon the presence of neighbouring plants and environmental factors. In this work, we studied the effects of the interaction by the roots of Eucalyptus urophylla seedlings from a population under various environmental stressful conditions: water deficit, nutrient deficit, low light, low temperature, and high temperature. To evaluate it, we measured some growth and morphological parameters. We demonstrated that shoot parameters such as the number of leaves, leaf area, and dry weight of the leaves were the most affected parameters due to the belowground plant-plant interaction under various environmental conditions. We did not find evidence for competition among the plants, especially under restrictive conditions. Therefore, the study corroborates the stress-gradient hypothesis, which states that plants' differences under stressful conditions lead to facilitative interactions. It has implications for plant ecology and forestry techniques.
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Affiliation(s)
- André Geremia Parise
- Laboratory of Plant Cognition and Electrophysiology (LACEV), Department of Botany, Institute of Biology, Federal University of Pelotas, Pelotas, RS, Brazil
| | - Suzana Chiari Bertoli
- Laboratory of Plant Cognition and Electrophysiology (LACEV), Department of Botany, Institute of Biology, Federal University of Pelotas, Pelotas, RS, Brazil
| | - Gustavo Maia Souza
- Laboratory of Plant Cognition and Electrophysiology (LACEV), Department of Botany, Institute of Biology, Federal University of Pelotas, Pelotas, RS, Brazil
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Bilas RD, Bretman A, Bennett T. Friends, neighbours and enemies: an overview of the communal and social biology of plants. PLANT, CELL & ENVIRONMENT 2021; 44:997-1013. [PMID: 33270936 DOI: 10.1111/pce.13965] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 11/06/2020] [Accepted: 11/26/2020] [Indexed: 05/21/2023]
Abstract
Plants were traditionally seen as rather passive actors in their environment, interacting with each other only in so far as they competed for the same resources. In the last 30 years, this view has been spectacularly overturned, with a wealth of evidence showing that plants actively detect and respond to their neighbours. Moreover, there is evidence that these responses depend on the identity of the neighbour, and that plants may cooperate with their kin, displaying social behaviour as complex as that observed in animals. These plant-plant interactions play a vital role in shaping natural ecosystems, and are also very important in determining agricultural productivity. However, in terms of mechanistic understanding, we have only just begun to scratch the surface, and many aspects of plant-plant interactions remain poorly understood. In this review, we aim to provide an overview of the field of plant-plant interactions, covering the communal interactions of plants with their neighbours as well as the social behaviour of plants towards their kin, and the consequences of these interactions. We particularly focus on the mechanisms that underpin neighbour detection and response, highlighting both progress and gaps in our understanding of these fascinating but previously overlooked interactions.
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Affiliation(s)
- Roza D Bilas
- School of Biology, Faculty of Biological Sciences, University of Leeds, Leeds, UK
| | - Amanda Bretman
- School of Biology, Faculty of Biological Sciences, University of Leeds, Leeds, UK
| | - Tom Bennett
- School of Biology, Faculty of Biological Sciences, University of Leeds, Leeds, UK
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Martyn TE, Stouffer DB, Godoy O, Bartomeus I, Pastore AI, Mayfield MM. Identifying "Useful" Fitness Models: Balancing the Benefits of Added Complexity with Realistic Data Requirements in Models of Individual Plant Fitness. Am Nat 2021; 197:415-433. [PMID: 33755538 DOI: 10.1086/713082] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
AbstractDirect species interactions are commonly included in individual fitness models used for coexistence and local diversity modeling. Though widely considered important for such models, direct interactions alone are often insufficient for accurately predicting fitness, coexistence, or diversity outcomes. Incorporating higher-order interactions (HOIs) can lead to more accurate individual fitness models but also adds many model terms, which can quickly result in model overfitting. We explore approaches for balancing the trade-off between tractability and model accuracy that occurs when HOIs are added to individual fitness models. To do this, we compare models parameterized with data from annual plant communities in Australia and Spain, varying in the extent of information included about the focal and neighbor species. The best-performing models for both data sets were those that grouped neighbors based on origin status and life form, a grouping approach that reduced the number of model parameters substantially while retaining important ecological information about direct interactions and HOIs. Results suggest that the specific identity of focal or neighbor species is not necessary for building well-performing fitness models that include HOIs. In fact, grouping neighbors by even basic functional information seems sufficient to maximize model accuracy, an important outcome for the practical use of HOI-inclusive fitness models.
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McNickle GG. Interpreting plant root responses to nutrients, neighbours and pot volume depends on researchers’ assumptions. Funct Ecol 2020. [DOI: 10.1111/1365-2435.13517] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Gordon G. McNickle
- Department of Botany and Plant Pathology Purdue University West Lafayette IN USA
- Purdue Center for Plant Biology Purdue University West Lafayette IN USA
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Chen BJW, Hajiboland R, Bahrami-Rad S, Moradtalab N, Anten NPR. Presence of Belowground Neighbors Activates Defense Pathways at the Expense of Growth in Tobacco Plants. FRONTIERS IN PLANT SCIENCE 2019; 10:751. [PMID: 31263473 PMCID: PMC6584819 DOI: 10.3389/fpls.2019.00751] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/03/2019] [Accepted: 05/22/2019] [Indexed: 05/20/2023]
Abstract
Plants can detect the presence of their neighbors belowground, often responding with changes in root growth for resource competition. Recent evidence also implies that perception of neighbors may also elicit defense responses, however, the associated metabolic activities are unclear. We investigated primary and defense-related secondary metabolisms and hormone expressions in tobaccos (Nicotiana rustica) grown either with own roots or roots of another conspecifics in hydroponic condition. The results showed that non-self root interaction significantly reduced photosynthetic activity and assimilate production, leading to a reduction of growth. Non-self interaction also modified plant phenylpropanoids metabolism, yielding higher lignin content (i.e., structural resistance) at whole plant level and higher phenolics accumulation (i.e., chemical defense) in roots. All these metabolic responses were associated with enhanced expressions of phytohormones, particularly jasmonic acid, salicylic acid and cytokinin in roots and abscisic acid in leaves, at the early stage of non-self interaction. Since the presence of neighbors often increase the probability of attacks from, e.g., pathogens and pests, this defense activation may act as an adaptation of plants to these possible upcoming attacks.
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Affiliation(s)
- Bin J. W. Chen
- College of Biology and the Environment, Nanjing Forestry University, Nanjing, China
| | - Roghieh Hajiboland
- Department of Plant Science, University of Tabriz, Tabriz, Iran
- *Correspondence: Roghieh Hajiboland,
| | | | - Narges Moradtalab
- Institute of Crop Science, University of Hohenheim, Stuttgart, Germany
| | - Niels P. R. Anten
- Centre for Crop Systems Analysis, Wageningen University, Wageningen, Netherlands
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Elhakeem A, Markovic D, Broberg A, Anten NPR, Ninkovic V. Aboveground mechanical stimuli affect belowground plant-plant communication. PLoS One 2018; 13:e0195646. [PMID: 29718944 PMCID: PMC5931455 DOI: 10.1371/journal.pone.0195646] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2018] [Accepted: 03/26/2018] [Indexed: 12/15/2022] Open
Abstract
Plants can detect the presence of their neighbours and modify their growth behaviour accordingly. But the extent to which this neighbour detection is mediated by abiotic stressors is not well known. In this study we tested the acclimation response of Zea mays L. seedlings through belowground interactions to the presence of their siblings exposed to brief mechano stimuli. Maize seedling simultaneously shared the growth solution of touched plants or they were transferred to the growth solution of previously touched plants. We tested the growth preferences of newly germinated seedlings toward the growth solution of touched (T_solution) or untouched plants (C_solution). The primary root of the newly germinated seedlings grew significantly less towards T_solution than to C_solution. Plants transferred to T_solution allocated more biomass to shoots and less to roots. While plants that simultaneously shared their growth solution with the touched plants produced more biomass. Results show that plant responses to neighbours can be modified by aboveground abiotic stress to those neighbours and suggest that these modifications are mediated by belowground interactions.
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Affiliation(s)
- Ali Elhakeem
- Department of Crop Production Ecology, Swedish University of Agricultural Sciences, Uppsala, Sweden
- Centre for Crop Systems Analysis, Wageningen University and Research, Wageningen, the Netherlands
| | - Dimitrije Markovic
- Department of Crop Production Ecology, Swedish University of Agricultural Sciences, Uppsala, Sweden
- Faculty of Agriculture, University of Banja Luka, Banja Luka, Bosnia and Herzegovina
| | - Anders Broberg
- Department of Molecular Sciences, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Niels P. R. Anten
- Centre for Crop Systems Analysis, Wageningen University and Research, Wageningen, the Netherlands
| | - Velemir Ninkovic
- Department of Ecology, Swedish University of Agricultural Sciences, Uppsala, Sweden
- * E-mail:
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Pan P, Zhao F, Ning J, Zhang L, Ouyang X, Zang H. Impact of understory vegetation on soil carbon and nitrogen dynamic in aerially seeded Pinus massoniana plantations. PLoS One 2018; 13:e0191952. [PMID: 29377926 PMCID: PMC5788378 DOI: 10.1371/journal.pone.0191952] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2017] [Accepted: 01/15/2018] [Indexed: 11/18/2022] Open
Abstract
Understory vegetation plays a vital role in regulating soil carbon (C) and nitrogen (N) characteristics due to differences in plant functional traits. Different understory vegetation types have been reported following aerial seeding. While aerial seeding is common in areas with serious soil erosion, few studies have been conducted to investigate changes in soil C and N cycling as affected by understory vegetation in aerially seeded plantations. Here, we studied soil C and N characteristics under two naturally formed understory vegetation types (Dicranopteris and graminoid) in aerially seeded Pinus massoniana Lamb plantations. Across the two studied understory vegetation types, soil organic C was significantly correlated with all measured soil N variables, including total N, available N, microbial biomass N and water-soluble organic N, while microbial biomass C was correlated with all measured variables except soil organic C. Dicranopteris and graminoid differed in their effects on soil C and N process. Except water-soluble organic C, all the other C and N variables were higher in soils with graminoids. The higher levels of soil organic C, microbial biomass C, total N, available N, microbial biomass N and water-soluble organic N were consistent with the higher litter and root quality (C/N) of graminoid vegetation compared to Dicranopteris. Changes in soil C and N cycles might be impacted by understory vegetation types via differences in litter or root quality.
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Affiliation(s)
- Ping Pan
- College of Forestry, Jiangxi Agricultural University, Nanchang, China
| | - Fang Zhao
- College of Tourism and Territorial Resources, Jiujiang University, Jiujiang, China
| | - Jinkui Ning
- College of Forestry, Jiangxi Agricultural University, Nanchang, China
| | - Ling Zhang
- College of Forestry, Jiangxi Agricultural University, Nanchang, China
- * E-mail: , (LZ); (XO)
| | - Xunzhi Ouyang
- College of Forestry, Jiangxi Agricultural University, Nanchang, China
- * E-mail: , (LZ); (XO)
| | - Hao Zang
- College of Forestry, Jiangxi Agricultural University, Nanchang, China
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