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Jeong SJ, Zhang Q, Niu G, Zhen S. The interactive effects between far-red light and temperature on lettuce growth and morphology diminish at high light intensity. FRONTIERS IN PLANT SCIENCE 2024; 15:1497672. [PMID: 39687317 PMCID: PMC11646736 DOI: 10.3389/fpls.2024.1497672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/17/2024] [Accepted: 11/18/2024] [Indexed: 12/18/2024]
Abstract
Phytochromes (PHYs) play a dual role in sensing light spectral quality and temperature. PHYs can interconvert between the active Pfr form and inactive Pr form upon absorption of red (R) and far-red (FR) light (Photoconversion). In addition, active Pfr can be converted to inactive Pr in a temperature-dependent manner (Thermal Reversion). Recent studies have shown that FR light and temperature can interactively affect plant growth and morphology through co-regulating phytochrome activities. These studies were primarily conducted under relatively low light intensities. As light intensity increases, the impact of thermal reversion on phytochrome dynamics decreases. However, the light intensity dependency of the interactive effects between FR light and temperature on plant growth and morphology has not been characterized. In this study, lettuce (Lactuca sativa L.) 'Rex' was grown under two total photon flux densities (TPFD; 400-800 nm) (150 and 300 μmol m-2 s-1) x three temperatures (20, 24, and 28°C) x two light spectra (0 and 20% of FR light in TPFD). Our results showed that the effects of FR light on leaf, stem, and root elongation, leaf number, and leaf expansion were dependent on temperature at lower TPFD. However, the magnitude of the interactive effects between FR light and temperature on plant morphology decreased at higher TPFD. Particularly, at a lower TPFD, FR light stimulated leaf expansion and canopy photon capture only under a cooler temperature of 20°C. However, at a higher TPFD, FR light consistently increased total leaf area across all three temperatures. Plant biomass was more strongly correlated with the total number of photons intercepted by the leaves than with the photosynthetic activities of individual leaves. FR light decreased the contents of chlorophylls, carotenoids, flavonoids, and phenolics, as well as the total antioxidant capacity. In contrast, warmer temperatures and high light intensity increased the values of these parameters. We concluded that the interactive effects between FR light and temperature on plant growth and morphology diminished as total light intensity increased. Additionally, the combination of high light intensity, warm temperature, and FR light resulted in the highest crop yield and antioxidant capacity in lettuce.
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Affiliation(s)
- Sang Jun Jeong
- Department of Horticultural Sciences, Texas A&M University, College Station, TX, United States
- Texas A&M AgriLife Research and Extension Center at Dallas, Dallas, TX, United States
| | - Qianwen Zhang
- Texas A&M AgriLife Research and Extension Center at Dallas, Dallas, TX, United States
- Truck Crops Branch Experiment Station, Mississippi State University, Crystal Springs, MS, United States
| | - Genhua Niu
- Texas A&M AgriLife Research and Extension Center at Dallas, Dallas, TX, United States
| | - Shuyang Zhen
- Department of Horticultural Sciences, Texas A&M University, College Station, TX, United States
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Falconieri GS, Bertini L, Fiaschetti M, Bizzarri E, Baccelli I, Caruso C, Proietti S. Arabidopsis GLYI4 Reveals Intriguing Insights into the JA Signaling Pathway and Plant Defense. Int J Mol Sci 2024; 25:12162. [PMID: 39596230 PMCID: PMC11594653 DOI: 10.3390/ijms252212162] [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: 09/27/2024] [Revised: 11/05/2024] [Accepted: 11/07/2024] [Indexed: 11/28/2024] Open
Abstract
Plant hormones play a central role in various physiological functions and mediate defense responses against (a)biotic stresses. Jasmonic acid (JA) has emerged as one of the key phytohormones involved in the response to necrotrophic pathogens. Under stressful conditions, plants can also produce small molecules, such as methylglyoxal (MG), a cytotoxic aldehyde. The enzymes glyoxalase I (GLYI) and glyoxalase II primarily detoxify MG. In Arabidopsis thaliana, GLYI4 has been recently characterized as having a crucial role in MG detoxification and emerging involvement in the JA pathway. Here, we investigated the impact of a GLYI4 loss-of-function on the Arabidopsis JA pathway and how MG affects it. The results showed that the glyI4 mutant plant had stunted growth, a smaller rosette diameter, reduced leaf size, and an altered pigment concentration. A gene expression analysis of the JA marker genes showed significant changes in the JA biosynthetic and signaling pathway genes in the glyI4 mutant. Disease resistance bioassays against the necrotroph Botrytis cinerea revealed altered patterns in the glyI4 mutant, likely due to increased oxidative stress. The MG effect has a further negative impact on plant performance. Collectively, these results contribute to clarifying the intricate interconnections between the GLYI4, MG, and JA pathways, opening up new avenues for further explorations of the intricate molecular mechanisms controlling plant stress responses.
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Affiliation(s)
- Gaia Salvatore Falconieri
- Department of Ecological and Biological Sciences, University of Tuscia, Largo dell’Università snc, 01100 Viterbo, Italy; (G.S.F.); (L.B.); (M.F.); (E.B.)
| | - Laura Bertini
- Department of Ecological and Biological Sciences, University of Tuscia, Largo dell’Università snc, 01100 Viterbo, Italy; (G.S.F.); (L.B.); (M.F.); (E.B.)
| | - Matteo Fiaschetti
- Department of Ecological and Biological Sciences, University of Tuscia, Largo dell’Università snc, 01100 Viterbo, Italy; (G.S.F.); (L.B.); (M.F.); (E.B.)
| | - Elisabetta Bizzarri
- Department of Ecological and Biological Sciences, University of Tuscia, Largo dell’Università snc, 01100 Viterbo, Italy; (G.S.F.); (L.B.); (M.F.); (E.B.)
| | - Ivan Baccelli
- Institute for Sustainable Plant Protection, National Research Council of Italy, Sesto Fiorentino, 50019 Florence, Italy;
| | - Carla Caruso
- Department of Ecological and Biological Sciences, University of Tuscia, Largo dell’Università snc, 01100 Viterbo, Italy; (G.S.F.); (L.B.); (M.F.); (E.B.)
- Institute for Sustainable Plant Protection, National Research Council of Italy, Strada delle Cacce, 73, 10135 Torino, Italy
| | - Silvia Proietti
- Department of Ecological and Biological Sciences, University of Tuscia, Largo dell’Università snc, 01100 Viterbo, Italy; (G.S.F.); (L.B.); (M.F.); (E.B.)
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Liu W, Fan R, Yang S, Chen S, Huang Y, Ji W. Carex parva and Carex scabrirostris adopt diverse response strategies to adapt to low-light conditions. FRONTIERS IN PLANT SCIENCE 2024; 15:1432539. [PMID: 39469055 PMCID: PMC11513331 DOI: 10.3389/fpls.2024.1432539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Accepted: 09/16/2024] [Indexed: 10/30/2024]
Abstract
Introduction In recent years, the visible light intensity of lawns has significantly decreased due to obstructions caused by urban shading objects. Carex has a competitive advantage over other turfgrass in low-light conditions and extensive management. Therefore, exploring their survival strategy in low-light environments is of great significance. Methods This study focuses on two species of Carex, Carex parva and Carex scabrirostris, and investigates their response to low-light conditions (150 μmol/m2/s) by simulating urban lawn conditions. Biomass allocation characteristics, leaf anatomical features, biochemical parameters, root morphology and photosynthetic parameters were measured. Results (a) Peroxidase activity, specific leaf area, and relative water content are key factors influencing the photosynthetic capacity of the two Carex species. (b) Under low-light conditions, photosynthetic parameters, leaf physiological indicators, and biomass allocation of the two Carex species were significantly affected (p<0.05). Both Carex species increased their investment in leaf biomass, maintained lateral root growth, and cleared reactive oxygen species to maintain their physiological balance. (c) In the simulated urban low-light environment, neither C. parva nor C. scabrirostris produced dauciform roots. Discussion In terms of response strategies, C. scabrirostris is a high-photosynthesis investing species with high productivity under low-light conditions, whereas C. parva exhibits minimal response, indicating a slow investment. C. scabrirostris has greater potential for application in low-light environments compared to C. parva. These results provide a theoretical basis for the cultivation and application of these two Carex species, as well as the expansion of turfgrass germplasm resources.
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Affiliation(s)
| | | | | | | | | | - Wenli Ji
- College of Landscape Architecture and Art, Northwest A&F University, Xianyang, China
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Thenappan DP, Pandey R, Hada A, Jaiswal DK, Chinnusamy V, Bhattacharya R, Annapurna K. Physiological Basis of Plant Growth Promotion in Rice by Rhizosphere and Endosphere Associated Streptomyces Isolates from India. RICE (NEW YORK, N.Y.) 2024; 17:60. [PMID: 39259231 PMCID: PMC11391006 DOI: 10.1186/s12284-024-00732-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Accepted: 08/08/2024] [Indexed: 09/12/2024]
Abstract
This study demonstrated the plant growth-promoting capabilities of native actinobacterial strains obtained from different regions of the rice plant, including the rhizosphere (FT1, FTSA2, FB2, and FH7) and endosphere (EB6). We delved into the molecular mechanisms underlying the beneficial effects of these plant-microbe interactions by conducting a transcriptional analysis of a select group of key genes involved in phytohormone pathways. Through in vitro screening for various plant growth-promoting (PGP) traits, all tested isolates exhibited positive traits for indole-3-acetic acid synthesis and siderophore production, with FT1 being the sole producer of hydrogen cyanide (HCN). All isolates were identified as members of the Streptomyces genus through 16S rRNA amplification. In pot culture experiments, rice seeds inoculated with strains FB2 and FTSA2 exhibited significant increases in shoot dry mass by 7% and 34%, respectively, and total biomass by 8% and 30%, respectively. All strains led to increased leaf nitrogen levels, with FTSA2 demonstrating the highest increase (4.3%). On the contrary, strains FB2 and FT1 increased root length, root weight ratio, root volume, and root surface area, leading to higher root nitrogen content. All isolates, except for FB2, enhanced total chlorophyll and carotenoid levels. Additionally, qRT-PCR analysis supported these findings, revealing differential gene expression in auxin (OsAUX1, OsIAA1, OsYUCCA1, OsYUCCA3), gibberellin (OsGID1, OsGA20ox-1), and cytokinin (OsIPT3, OsIPT5) pathways in response to specific actinobacterial treatments. These actinobacterial strains, which enhance both aboveground and belowground crop characteristics, warrant further evaluation in field trials, either as individual strains or in consortia. This could lead to the development of commercial bioinoculants for use in integrated nutrient management practices.
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Affiliation(s)
- Dhivya P Thenappan
- Systems Plant Physiology, Texas A&M AgriLife Research and Extension Center, Uvalde, TX, 78801, USA.
- Division of Microbiology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India.
| | - Rakesh Pandey
- Division of Plant Physiology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Alkesh Hada
- Divsion of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Dinesh Kumar Jaiswal
- University School of Biotechnology, Guru Gobind Singh Indraprastha University, New Delhi, 110078, India
| | - Viswanathan Chinnusamy
- Division of Plant Physiology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | | | - Kannepalli Annapurna
- Division of Microbiology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
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Zhang M, Ju J, Hu Y, He R, Song J, Liu H. Meta-Analysis of the Impact of Far-Red Light on Vegetable Crop Growth and Quality. PLANTS (BASEL, SWITZERLAND) 2024; 13:2508. [PMID: 39273992 PMCID: PMC11397353 DOI: 10.3390/plants13172508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Revised: 08/27/2024] [Accepted: 09/02/2024] [Indexed: 09/16/2024]
Abstract
Far-red lights (FRs), with a wavelength range between 700 and 800 nm, have substantial impacts on plant growth, especially horticultural crops. Previous studies showed conflicting results on the effects of FRs on vegetable growth and quality. Therefore, we conducted a meta-analysis on the influence of FRs on vegetable growth, aiming to provide a comprehensive overview of their effects on the growth and nutritional indicators of vegetables. A total of 207 independent studies from 55 literature sources were analyzed. The results showed that FR treatment had significant effects on most growth indicators, including increasing the fresh weight (+25.27%), dry weight (+21.99%), plant height (+81.87%), stem diameter (+12.91%), leaf area (+18.57%), as well as reducing the content of chlorophyll (-11.88%) and soluble protein (-11.66%), while increasing soluble sugar content (+19.12%). Further subgroup analysis based on various factors revealed significant differences in the effects of FR on different physiological indicators, such as FR intensity, plant species, duration of FR exposure, and the ratio of red light to FR. In general, moderate FR treatment is beneficial for vegetable growth. This study provides important references and guidelines for optimizing the application of FR in the future.
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Affiliation(s)
- Minggui Zhang
- College of Horticulture, South China Agricultural University, Guangzhou 510642, China
| | - Jun Ju
- College of Horticulture, South China Agricultural University, Guangzhou 510642, China
| | - Youzhi Hu
- College of Horticulture, South China Agricultural University, Guangzhou 510642, China
| | - Rui He
- College of Horticulture, South China Agricultural University, Guangzhou 510642, China
| | - Jiali Song
- College of Horticulture, South China Agricultural University, Guangzhou 510642, China
| | - Houcheng Liu
- College of Horticulture, South China Agricultural University, Guangzhou 510642, China
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Iradukunda M, van Iersel MW, Seymour L, Lu G, Ferrarezi RS. Automated Imaging to Evaluate the Exogenous Gibberellin (Ga 3) Impact on Seedlings from Salt-Stressed Lettuce Seeds. SENSORS (BASEL, SWITZERLAND) 2024; 24:4228. [PMID: 39001005 PMCID: PMC11244474 DOI: 10.3390/s24134228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 06/19/2024] [Accepted: 06/27/2024] [Indexed: 07/16/2024]
Abstract
Salinity stress is a common challenge in plant growth, impacting seed quality, germination, and general plant health. Sodium chloride (NaCl) ions disrupt membranes, causing ion leakage and reducing seed viability. Gibberellic acid (GA3) treatments have been found to promote germination and mitigate salinity stress on germination and plant growth. 'Bauer' and 'Muir' lettuce (Lactuca sativa) seeds were soaked in distilled water (control), 100 mM NaCl, 100 mM NaCl + 50 mg/L GA3, and 100 mM NaCl + 150 mg/L GA3 in Petri dishes and kept in a dark growth chamber at 25 °C for 24 h. After germination, seedlings were monitored using embedded cameras, capturing red, green, and blue (RGB) images from seeding to final harvest. Despite consistent germination rates, 'Bauer' seeds treated with NaCl showed reduced germination. Surprisingly, the 'Muir' cultivar's final dry weight differed across treatments, with the NaCl and high GA3 concentration combination yielding the poorest results (p < 0.05). This study highlights the efficacy of GA3 applications in improving germination rates. However, at elevated concentrations, it induced excessive hypocotyl elongation and pale seedlings, posing challenges for two-dimensional imaging. Nonetheless, a sigmoidal regression model using projected canopy size accurately predicted dry weight across growth stages and cultivars, emphasizing its reliability despite treatment variations (R2 = 0.96, RMSE = 0.11, p < 0.001).
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Affiliation(s)
- Mark Iradukunda
- Department of Horticulture, University of Georgia, Athens, GA 30602, USA
| | - Marc W van Iersel
- Department of Horticulture, University of Georgia, Athens, GA 30602, USA
| | - Lynne Seymour
- Department of Statistics, University of Georgia, Athens, GA 30602, USA
| | - Guoyu Lu
- College of Engineering, University of Georgia, Athens, GA 30602, USA
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Iradukunda M, van Iersel MW, Seymour L, Lu G, Ferrarezi RS. The Use of Imaging to Quantify the Impact of Seed Aging on Lettuce Seed Germination and Seedling Vigor. SENSORS (BASEL, SWITZERLAND) 2024; 24:4235. [PMID: 39001015 PMCID: PMC11244243 DOI: 10.3390/s24134235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 06/17/2024] [Accepted: 06/24/2024] [Indexed: 07/16/2024]
Abstract
The decline in seed quality over time due to natural aging or mishandling requires assessing seed vigor for resilience in adverse conditions. Accelerated aging (AA) methods simulate seed deterioration by subjecting seeds to high temperatures and humidity. Saturated salt accelerated aging (SSAA) is an AA method adopted for small seeds like lettuce (Lactuca sativa). In this study, we subjected seeds of two lettuce cultivars ('Muir' and 'Bauer') to SSAA by sealing them in a box containing 40 g/100 mL of a sodium chloride (NaCl) solution in a dark growth chamber at 41 °C for 24, 48, and 72 h with a control. We monitored their vigor using embedded computer cameras, tracking the projected canopy size (PCS) daily from sowing to harvest. The cultivar 'Muir' exhibited consistent PCS values across the treatments, while 'Bauer' showed PCS variations, with notable declines after prolonged aging. The germination rates dropped significantly after 48 and 72 h of SSAA. A nonlinear regression model revealed a strong relationship between PCS and shoot dry weight across harvests and cultivars (R2 = 0.93, RMSE = 0.15, p < 0.001). The research found that the projected canopy size and shoot dry weight increased over time with significant differences in treatments for the cultivar 'Bauer' but not for 'Muir,' with the canopy size being a strong predictor of dry weight and no significant impact from the SSAA treatments. This study highlights cultivar-specific responses to aging and demonstrates the efficacy of our imaging tool in predicting lettuce dry weight despite treatment variations. Understanding how aging affects different lettuce varieties is crucial for seed management and crop sustainability.
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Affiliation(s)
- Mark Iradukunda
- Department of Horticulture, University of Georgia, Athens, GA 30602, USA
| | - Marc W van Iersel
- Department of Horticulture, University of Georgia, Athens, GA 30602, USA
| | - Lynne Seymour
- Department of Statistics, University of Georgia, Athens, GA 30602, USA
| | - Guoyu Lu
- College of Engineering, University of Georgia, Athens, GA 30602, USA
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Iradukunda M, van Iersel MW, Seymour L, Lu G, Ferrarezi RS. Low-Cost Imaging to Quantify Germination Rate and Seedling Vigor across Lettuce Cultivars. SENSORS (BASEL, SWITZERLAND) 2024; 24:4225. [PMID: 39001004 PMCID: PMC11244319 DOI: 10.3390/s24134225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 06/18/2024] [Accepted: 06/25/2024] [Indexed: 07/16/2024]
Abstract
The survival and growth of young plants hinge on various factors, such as seed quality and environmental conditions. Assessing seedling potential/vigor for a robust crop yield is crucial but often resource-intensive. This study explores cost-effective imaging techniques for rapid evaluation of seedling vigor, offering a practical solution to a common problem in agricultural research. In the first phase, nine lettuce (Lactuca sativa) cultivars were sown in trays and monitored using chlorophyll fluorescence imaging thrice weekly for two weeks. The second phase involved integrating embedded computers equipped with cameras for phenotyping. These systems captured and analyzed images four times daily, covering the entire growth cycle from seeding to harvest for four specific cultivars. All resulting data were promptly uploaded to the cloud, allowing for remote access and providing real-time information on plant performance. Results consistently showed the 'Muir' cultivar to have a larger canopy size and better germination, though 'Sparx' and 'Crispino' surpassed it in final dry weight. A non-linear model accurately predicted lettuce plant weight using seedling canopy size in the first study. The second study improved prediction accuracy with a sigmoidal growth curve from multiple harvests (R2 = 0.88, RMSE = 0.27, p < 0.001). Utilizing embedded computers in controlled environments offers efficient plant monitoring, provided there is a uniform canopy structure and minimal plant overlap.
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Affiliation(s)
- Mark Iradukunda
- Department of Horticulture, University of Georgia, Athens, GA 30602, USA; (M.I.); (M.W.v.I.)
| | - Marc W. van Iersel
- Department of Horticulture, University of Georgia, Athens, GA 30602, USA; (M.I.); (M.W.v.I.)
| | - Lynne Seymour
- Department of Statistics, University of Georgia, Athens, GA 30602, USA;
| | - Guoyu Lu
- College of Engineering, University of Georgia, Athens, GA 30602, USA;
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Xing Z, Bi G, Li T, Zhang Q, Knight PR. Effect of Harvest Time on Growth and Bioactive Compounds in Salvia miltiorrhiza. PLANTS (BASEL, SWITZERLAND) 2024; 13:1788. [PMID: 38999628 PMCID: PMC11243644 DOI: 10.3390/plants13131788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Revised: 06/23/2024] [Accepted: 06/26/2024] [Indexed: 07/14/2024]
Abstract
Danshen (Salvia miltiorrhiza) is a perennial medicinal plant belonging to the Lamiaceae family. It is adapted to a wide range of soil pH with the potential to serve as an alternative crop in the United States. To enhance its cultivation and economic viability, it is crucial to develop production practices that maximize bioactive compound yields for danshen. The objective of this study was to investigate the effects of different harvest times on plant growth and subsequent yields of bioactive components of danshen. Three harvest times were selected (60, 120, or 180 days after transplanting [DAT]). In general, plants harvested at 180 DAT had higher plant growth index (PGI), shoot number, shoot weight, root number, maximum root length, maximum root diameter, and root weight compared to plants harvested at 60 or 120 DAT. However, plants harvested at 60 or 120 DAT had higher SPAD (Soil Plant Analysis Development) values. Plants harvested at 120 or 180 DAT had a higher content of tanshinone I, tanshinone IIA, cryptotanshinone, and salvianolic acid B compared to those harvested at 60 DAT. This study provides insights for optimizing the time of harvest of danshen to maximize plant growth and bioactive compound production.
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Affiliation(s)
- Zhiheng Xing
- Department of Plant and Soil Sciences, Mississippi State University, Starkville, MS 39762, USA
| | - Guihong Bi
- Department of Plant and Soil Sciences, Mississippi State University, Starkville, MS 39762, USA
| | - Tongyin Li
- Department of Plant and Soil Sciences, Mississippi State University, Starkville, MS 39762, USA
| | - Qianwen Zhang
- Department of Plant and Soil Sciences, Mississippi State University, Starkville, MS 39762, USA
| | - Patricia R Knight
- Coastal Research and Extension Center, Mississippi State University, Poplarville, MS 39470, USA
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Petitpas M, Lapous R, Le Duc M, Lariagon C, Lemoine J, Langrume C, Manzanares-Dauleux MJ, Jubault M. Environmental conditions modulate the effect of epigenetic factors controlling the response of Arabidopsis thaliana to Plasmodiophora brassicae. FRONTIERS IN PLANT SCIENCE 2024; 15:1245545. [PMID: 38872892 PMCID: PMC11171141 DOI: 10.3389/fpls.2024.1245545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Accepted: 04/26/2024] [Indexed: 06/15/2024]
Abstract
The resistance of Arabidopsis thaliana to clubroot, a major disease of Brassicaceae caused by the obligate protist Plasmodiophora brassicae, is controlled in part by epigenetic factors. The detection of some of these epigenetic quantitative trait loci (QTLepi) has been shown to depend on experimental conditions. The aim of the present study was to assess whether and how temperature and/or soil water availability influenced both the detection and the extent of the effect of response QTLepi. The epigenetic recombinant inbred line (epiRIL) population, derived from the cross between ddm1-2 and Col-0 (partially resistant and susceptible to clubroot, respectively), was phenotyped for response to P. brassicae under four abiotic conditions including standard conditions, a 5°C temperature increase, drought, and flooding. The abiotic constraints tested had a significant impact on both the leaf growth of the epiRIL population and the outcome of the epiRIL-pathogen interaction. Linkage analysis led to the detection of a total of 31 QTLepi, 18 of which were specific to one abiotic condition and 13 common to at least two environments. EpiRIL showed significant plasticity under epigenetic control, which appeared to be specific to the traits evaluated and to the abiotic conditions. These results highlight that the environment can affect the epigenetic architecture of plant growth and immune responses and advance our understanding of the epigenetic factors underlying plasticity in response to climate change.
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Affiliation(s)
| | | | | | | | | | | | | | - Mélanie Jubault
- IGEPP, Institut Agro Rennes-Angers – INRAE – Université de Rennes, Le Rheu, France
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Apodiakou A, Alseekh S, Hoefgen R, Whitcomb SJ. Overexpression of SLIM1 transcription factor accelerates vegetative development in Arabidopsis thaliana. FRONTIERS IN PLANT SCIENCE 2024; 15:1327152. [PMID: 38571711 PMCID: PMC10988502 DOI: 10.3389/fpls.2024.1327152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Accepted: 03/01/2024] [Indexed: 04/05/2024]
Abstract
The transcription factor Sulfur Limitation 1 (SLIM1) belongs to the plant-specific Ethylene Insenstive3-Like transcription factor family and is known to coordinate gene expression in response to sulfur deficiency. However, the roles of SLIM1 in nutrient-sufficient conditions have not been characterized. Employing constitutive SLIM1 overexpression (35S::SLIM1) and CRISPR/Cas9 mutant plants (slim1-cr), we identified several distinct phenotypes in nutrient-sufficient conditions in Arabidopsis thaliana. Overexpression of SLIM1 results in plants with approximately twofold greater rosette area throughout vegetative development. 35S::SLIM1 plants also bolt earlier and exhibit earlier downregulation of photosynthesis-associated genes and earlier upregulation of senescence-associated genes than Col-0 and slim1-cr plants. This suggests that overexpression of SLIM1 accelerates development in A. thaliana. Genome-wide differential gene expression analysis relative to Col-0 at three time points with slim1-cr and two 35S::SLIM1 lines allowed us to identify 1,731 genes regulated directly or indirectly by SLIM1 in vivo.
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Affiliation(s)
- Anastasia Apodiakou
- Department of Molecular Physiology, Max-Planck-Institute of Molecular Plant Physiology, Potsdam, Germany
| | - Saleh Alseekh
- Department of Molecular Physiology, Max-Planck-Institute of Molecular Plant Physiology, Potsdam, Germany
| | - Rainer Hoefgen
- Department of Molecular Physiology, Max-Planck-Institute of Molecular Plant Physiology, Potsdam, Germany
| | - Sarah J. Whitcomb
- Department of Molecular Physiology, Max-Planck-Institute of Molecular Plant Physiology, Potsdam, Germany
- Cereal Crops Research Unit, United States Department of Agriculture - Agricultural Research Service, Madison, WI, United States
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Florentino AL, Carvalho MEA, Mateus NDS, Ferraz ADV, Rossi ML, Gaziola SA, Azevedo RA, Linhares FS, Lavres J, Gonçalves JLDM. Integrated Ca, Mg, Cu, and Zn supply upregulates leaf anatomy and metabolic adjustments in Eucalyptus seedlings. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2024; 208:108446. [PMID: 38422579 DOI: 10.1016/j.plaphy.2024.108446] [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: 12/07/2023] [Revised: 02/06/2024] [Accepted: 02/18/2024] [Indexed: 03/02/2024]
Abstract
Adaptive responses to abiotic stresses such as soil acidity in Eucalyptus-the most widely planted broad-leaf forest genus globally-are poorly understood. This is particularly evident in physiological and anatomical disorders that inhibit plant development and wood quality. We aimed to explore how the supply of Ca and Mg through liming (lime), combined with Cu and Zn fertilization (CZF), influences physiological and anatomical responses during Eucalyptus grandis seedlings growth in tropical acid soil. Therefore, related parameters of leaf area and leaf anatomy, stomatal size, leaf gas exchange, antioxidant system, nutrient partitioning, and biomass allocation responses were monitored. Liming alone in Eucalyptus increased specific leaf area, stomatal density on the abaxial leaf surface, and Ca and Mg content. Also, Eucalyptus exposed only to CZF increased Cu and Zn content. Lime and CZF increased leaf blade and adaxial epidermal thickness, and improved the structural organization of the spongy mesophyll, promoting increased net CO2 assimilation, and stomatal conductance. Fertilization with Ca, Mg, Cu, and Zn positively affects plant nutrition, light utilization, photosynthetic rate, and antioxidant performance, improving growth. Our results indicate that lime and CZF induce adaptive responses in the physiological and anatomical adjustments of Eucalyptus plantation, thereby promoting biomass accumulation.
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Affiliation(s)
- Antonio Leite Florentino
- Center for Nuclear Energy in Agriculture, University of São Paulo, Piracicaba, 134160-000, São Paulo, Brazil; Department of Forest Sciences, Luiz de Queiroz College of Agriculture, University of São Paulo, Piracicaba, 13418-900, São Paulo, Brazil.
| | - Marcia Eugenia Amaral Carvalho
- Department of Genetics, Luiz de Queiroz College of Agriculture, University of São Paulo, Piracicaba, 13418-900, São Paulo, Brazil
| | - Nikolas de Souza Mateus
- Center for Nuclear Energy in Agriculture, University of São Paulo, Piracicaba, 134160-000, São Paulo, Brazil
| | | | - Monica Lanzoni Rossi
- Center for Nuclear Energy in Agriculture, University of São Paulo, Piracicaba, 134160-000, São Paulo, Brazil
| | - Salete Aparecida Gaziola
- Department of Genetics, Luiz de Queiroz College of Agriculture, University of São Paulo, Piracicaba, 13418-900, São Paulo, Brazil
| | - Ricardo Antunes Azevedo
- Department of Genetics, Luiz de Queiroz College of Agriculture, University of São Paulo, Piracicaba, 13418-900, São Paulo, Brazil
| | - Francisco Scaglia Linhares
- Center for Nuclear Energy in Agriculture, University of São Paulo, Piracicaba, 134160-000, São Paulo, Brazil
| | - José Lavres
- Center for Nuclear Energy in Agriculture, University of São Paulo, Piracicaba, 134160-000, São Paulo, Brazil
| | - José Leonardo de Moraes Gonçalves
- Department of Forest Sciences, Luiz de Queiroz College of Agriculture, University of São Paulo, Piracicaba, 13418-900, São Paulo, Brazil
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Rozentsvet O, Bogdanova E, Nesterov V, Bakunov A, Milekhin A, Rubtsov S, Rozentsvet V. Phenotyping of Potato Plants Using Morphological and Physiological Tools. PLANTS (BASEL, SWITZERLAND) 2024; 13:647. [PMID: 38475492 DOI: 10.3390/plants13050647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 02/22/2024] [Accepted: 02/23/2024] [Indexed: 03/14/2024]
Abstract
Potato (Solanum tuberosum L.) is one of the main non-grain agricultural crops and one of the main sources of food for humanity. Currently, growing potatoes requires new approaches and methods for cultivation and breeding. Phenotyping is one of the important tools for assessing the characteristics of a potato variety. In this work, 29 potato varieties of different ripeness groups were studied. Linear leaf dimensions, leaf mass area, number of stems, number of tubers per plant, average tuber weight, signs of virus infection, dry weight, pigment content, and number of stomata per unit leaf area were used as phenotyping tools. The strongest positive relationship was found between yield and bush area in the stage of full shoots (R = 0.77, p = 0.001), linear dimensions of a complex leaf (R = 0.44, p = 0.002; R = 0.40, p = 0.003), number of stems (R = 0.36, p = 0.05), and resistance to viruses X (R = 0.42, p = 0.03) and S (R = 0.43, p = 0.02). An inverse relationship was found between growth dynamics and yield (R = -0.29, p = 0.05). Thus, the use of morphological and physiological phenotyping tools in the field is informative for predicting key agricultural characteristics such as yield and/or stress resistance.
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Affiliation(s)
- Olga Rozentsvet
- Samara Federal Research Scientific Center RAS, Institute of Ecology of the Volga Basin RAS, 10, Komzina, Togliatti 445003, Russia
| | - Elena Bogdanova
- Samara Federal Research Scientific Center RAS, Institute of Ecology of the Volga Basin RAS, 10, Komzina, Togliatti 445003, Russia
| | - Viktor Nesterov
- Samara Federal Research Scientific Center RAS, Institute of Ecology of the Volga Basin RAS, 10, Komzina, Togliatti 445003, Russia
| | - Alexey Bakunov
- Samara Federal Research Scientific Center RAS, Samara Scientific Research Agriculture Institute Named after N.M. Tulaykov, Bezenchuk 446254, Russia
| | - Alexey Milekhin
- Samara Federal Research Scientific Center RAS, Samara Scientific Research Agriculture Institute Named after N.M. Tulaykov, Bezenchuk 446254, Russia
| | - Sergei Rubtsov
- Samara Federal Research Scientific Center RAS, Samara Scientific Research Agriculture Institute Named after N.M. Tulaykov, Bezenchuk 446254, Russia
| | - Victor Rozentsvet
- Samara Federal Research Scientific Center RAS, Institute of Ecology of the Volga Basin RAS, 10, Komzina, Togliatti 445003, Russia
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14
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Kohli M, Bansal H, Mishra GP, Dikshit HK, Reddappa SB, Roy A, Sinha SK, Shivaprasad K, Kumari N, Kumar A, Kumar RR, Nair RM, Aski M. Genome-wide association studies for earliness, MYMIV resistance, and other associated traits in mungbean ( Vigna radiata L. Wilczek) using genotyping by sequencing approach. PeerJ 2024; 12:e16653. [PMID: 38288464 PMCID: PMC10823994 DOI: 10.7717/peerj.16653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Accepted: 11/20/2023] [Indexed: 02/01/2024] Open
Abstract
Yellow mosaic disease (YMD) remains a major constraint in mungbean (Vigna radiata (L.)) production; while short-duration genotypes offer multiple crop cycles per year and help in escaping terminal heat stress, especially during summer cultivation. A comprehensive genotyping by sequencing (GBS)-based genome-wide association studies (GWAS) analysis was conducted using 132 diverse mungbean genotypes for traits like flowering time, YMD resistance, soil plant analysis development (SPAD) value, trichome density, and leaf area. The frequency distribution revealed a wide range of values for all the traits. GBS studies identified 31,953 high-quality single nucleotide polymorphism (SNPs) across all 11 mungbean chromosomes and were used for GWAS. Structure analysis revealed the presence of two genetically distinct populations based on ΔK. The linkage disequilibrium (LD) varied throughout the chromosomes and at r2 = 0.2, the mean LD decay was estimated as 39.59 kb. Two statistical models, mixed linear model (MLM) and Bayesian-information and Linkage-disequilibrium Iteratively Nested Keyway (BLINK) identified 44 shared SNPs linked with various candidate genes. Notable candidate genes identified include FPA for flowering time (VRADI10G01470; chr. 10), TIR-NBS-LRR for mungbean yellow mosaic India virus (MYMIV) resistance (VRADI09G06940; chr. 9), E3 ubiquitin-protein ligase RIE1 for SPAD value (VRADI07G28100; chr. 11), WRKY family transcription factor for leaf area (VRADI03G06560; chr. 3), and LOB domain-containing protein 21 for trichomes (VRADI06G04290; chr. 6). In-silico validation of candidate genes was done through digital gene expression analysis using Arabidopsis orthologous (compared with Vigna radiata genome). The findings provided valuable insight for marker-assisted breeding aiming for the development of YMD-resistant and early-maturing mungbean varieties.
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Affiliation(s)
- Manju Kohli
- Amity Institute of Biotechnology, Amity University, Noida, Uttar Pradesh, India
- Genetics, Indian Agricultural Research Institute, Delhi, Delhi, India
| | - Hina Bansal
- Amity Institute of Biotechnology, Amity University, Noida, Uttar Pradesh, India
| | | | | | | | - Anirban Roy
- Division of Plant Pathology, Indian Agricultural Research Institute, New Delhi, Delhi, India
| | - Subodh Kumar Sinha
- Biotechnology, National Institute of Plant Biotechnology, New Delhi, Delhi, India
| | - K.M. Shivaprasad
- Genetics, Indian Agricultural Research Institute, Delhi, Delhi, India
| | - Nikki Kumari
- Genetics, Indian Agricultural Research Institute, Delhi, Delhi, India
| | - Atul Kumar
- Division of Seed Science and Technology, Indian Agricultural Research Institute, New Delhi, Delhi, India
| | - Ranjeet R. Kumar
- Biochemistry, Indian Agricultural Research Institute, New Delhi, Delhi, India
| | | | - Muraleedhar Aski
- Genetics, Indian Agricultural Research Institute, Delhi, Delhi, India
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15
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Basal O, Zargar TB, Veres S. Elevated tolerance of both short-term and continuous drought stress during reproductive stages by exogenous application of hydrogen peroxide on soybean. Sci Rep 2024; 14:2200. [PMID: 38273000 PMCID: PMC10810784 DOI: 10.1038/s41598-024-52838-2] [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: 05/09/2023] [Accepted: 01/24/2024] [Indexed: 01/27/2024] Open
Abstract
The global production of soybean, among other drought-susceptible crops, is reportedly affected by drought periods, putting more pressure on food production worldwide. Drought alters plants' morphology, physiology and biochemistry. As a response to drought, reactive oxygen species (ROS) concentrations are elevated, causing cellular damage. However, lower concentrations of ROS were reported to have an alleviating role through up-regulating various defensive mechanisms on different levels in drought-stressed plants. This experiment was set up in a controlled environment to monitor the effects of exogenous spray of different (0, 1, 5 and 10 mM) concentrations of H2O2 on two soybean genotypes, i.e., Speeda (drought-tolerant), and Coraline (drought-susceptible) under severe drought stress conditions (induced by polyethylene glycol) during flowering stage. Furthermore, each treatment was further divided into two groups, the first group was kept under drought, whereas drought was terminated in the second group at the end of the flowering stage, and the plants were allowed to recover. After 3 days of application, drought stress significantly decreased chlorophyll-a and chlorophyll-b, total carotenoids, stomatal conductance, both optimal and actual photochemical efficiency of PSII (Fv/Fm and Df/Fm, respectively), relative water content, specific leaf area, shoot length and dry weight, and pod number and fresh weight, but significantly increased the leaf concentration of both proline and total soluble sugars, the root length, volume and dry weight of both genotypes. The foliar application of 1 mM and 5 mM H2O2 on Speeda and Coraline, respectively enhanced most of the decreased traits measurably, whereas the 10 mM concentration did not. The group of treatments where drought was maintained after flowering failed to produce pods, regardless of H2O2 application and concentration, and gradually deteriorated and died 16 and 19 days after drought application on Coraline and Speeda, respectively. Overall, Speeda showed better performance under drought conditions. Low concentrations of foliar H2O2 could help the experimented soybean genotypes better overcome the influence of severe drought during even sensitive stages, such as flowering. Furthermore, our findings suggest that chlorophyll fluorescence and the cellular content of proline and soluble sugars in the leaves can provide clear information on the influence of both drought imposition and H2O2 application on soybean plants.
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Affiliation(s)
- Oqba Basal
- Department of Applied Plant Biology, Faculty of Agricultural and Food Sciences and Environmental Management, University of Debrecen, Debrecen, Hungary.
| | - Tahoora Batool Zargar
- Department of Applied Plant Biology, Faculty of Agricultural and Food Sciences and Environmental Management, University of Debrecen, Debrecen, Hungary
| | - Szilvia Veres
- Department of Applied Plant Biology, Faculty of Agricultural and Food Sciences and Environmental Management, University of Debrecen, Debrecen, Hungary
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16
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Sharma MK, Hopak NE, Chawla A. Alpine plant species converge towards adopting elevation-specific resource-acquisition strategy in response to experimental early snow-melting. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 907:167906. [PMID: 37858830 DOI: 10.1016/j.scitotenv.2023.167906] [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: 07/18/2023] [Revised: 10/14/2023] [Accepted: 10/16/2023] [Indexed: 10/21/2023]
Abstract
Snow-melt is one of the important factors limiting growth and survival of alpine plants. Changes in snow-melt timing have profound effects on eco-physiological characteristics of alpine plant species through alterations in growing season length. Here, we conducted a field experiment and studied species response to experimentally induced early snow-melting (ES) (natural vs. early) at an alpine site (Rohtang) in the western Himalaya region. Eco-physiological response of eight snow-bed restricted alpine plant species from different elevations (lower: 3850 m and upper: 4150 m amsl) and belonging to contrasting resource acquisition strategies (conservative and acquisitive) were studied after 2-years (2019 & 2020) of initiating ES field experiment. We estimated the functional traits related to leaf economic spectrum and physiological performance and assessed their pattern of phenotypic plasticity. Analysis by linear mixed effect model showed that both the 'conservative' and 'acquisitive' species had responded to ES with significant effects on species specific leaf area, leaf dry matter content, leaf thickness, leaf water content and sugar content. Our results also revealed that ES treatment induced significant increase in leaf C/N ratio (10.57 % to 13.65 %) and protein content (15.85 % to 20.76 %) at both the elevations, irrespective of species groups. The phenotypic plasticity was found to be low and was essentially species-specific. However, for leaf protein content, the upper elevation species exhibited a higher phenotypic plasticity (0.43 ± 0.18) than the lower elevation species (0.31 ± 0.21). Interestingly, we found that irrespective of species unique functional strategy, species adapt to perform more conservative at lower elevation and more acquisitive at upper elevation, in response to ES. We conclude that plants occurring at contrasting elevations respond differentially to ES. However, species showed capacity for short-term acclimation to future environmental conditions, but may be vulnerable, if their niche is occupied by new species with greater phenotypic plasticity and a superior competitive ability.
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Affiliation(s)
- Manish K Sharma
- Environmental Technology Division, CSIR-Institute of Himalayan Bioresource Technology (CSIR-IHBT), Palampur, Himachal Pradesh 176 061, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201 002, India; Centre for High Altitude Biology (CeHAB), Research Centre of CSIR-IHBT, Ribling, P.O. Tandi, District Lahaul and Spiti, Himachal Pradesh 175132, India
| | - Nang Elennie Hopak
- Environmental Technology Division, CSIR-Institute of Himalayan Bioresource Technology (CSIR-IHBT), Palampur, Himachal Pradesh 176 061, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201 002, India; Centre for High Altitude Biology (CeHAB), Research Centre of CSIR-IHBT, Ribling, P.O. Tandi, District Lahaul and Spiti, Himachal Pradesh 175132, India
| | - Amit Chawla
- Environmental Technology Division, CSIR-Institute of Himalayan Bioresource Technology (CSIR-IHBT), Palampur, Himachal Pradesh 176 061, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201 002, India; Centre for High Altitude Biology (CeHAB), Research Centre of CSIR-IHBT, Ribling, P.O. Tandi, District Lahaul and Spiti, Himachal Pradesh 175132, India.
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17
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Xu Y, Koroma AA, Weise SE, Fu X, Sharkey TD, Shachar-Hill Y. Daylength variation affects growth, photosynthesis, leaf metabolism, partitioning, and metabolic fluxes. PLANT PHYSIOLOGY 2023; 194:475-490. [PMID: 37726946 PMCID: PMC10756764 DOI: 10.1093/plphys/kiad507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 09/01/2023] [Accepted: 09/01/2023] [Indexed: 09/21/2023]
Abstract
Daylength, a seasonal and latitudinal variable, exerts a substantial impact on plant growth. However, the relationship between daylength and growth is nonproportional, suggesting the existence of adaptive mechanisms. Thus, our study aimed to comprehensively investigate the adaptive strategies employed by plants in response to daylength variation. We grew false flax (Camelina sativa) plants, a model oilseed crop, under long-day (LD) and short-day (SD) conditions and used growth measurements, gas exchange measurements, and isotopic labeling techniques, including 13C, 14C, and 2H2O, to determine responses to different daylengths. Our findings revealed that daylength influences various growth parameters, photosynthetic physiology, carbon partitioning, metabolic fluxes, and metabolite levels. SD plants employed diverse mechanisms to compensate for reduced CO2 fixation in the shorter photoperiod. These mechanisms included enhanced photosynthetic rates and reduced respiration in the light (RL), leading to increased shoot investment. Additionally, SD plants exhibited reduced rates of the glucose 6-phosphate (G6P) shunt and greater partitioning of sugars into starch, thereby sustaining carbon availability during the longer night. Isotopic labeling results further demonstrated substantial alterations in the partitioning of amino acids and TCA cycle intermediates between rapidly and slowly turning over pools. Overall, the results point to multiple developmental, physiological, and metabolic ways in which plants adapt to different daylengths to maintain growth.
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Affiliation(s)
- Yuan Xu
- Department of Plant Biology, Michigan State University, East Lansing, MI 48824, USA
- MSU-DOE Plant Research Laboratory, Michigan State University, East Lansing, MI 48824, USA
| | - Abubakarr A Koroma
- Department of Plant Biology, Michigan State University, East Lansing, MI 48824, USA
- Department of Microbiology and Immunology, Emory University, Atlanta, GA 30329, USA
| | - Sean E Weise
- MSU-DOE Plant Research Laboratory, Michigan State University, East Lansing, MI 48824, USA
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI 48824, USA
| | - Xinyu Fu
- MSU-DOE Plant Research Laboratory, Michigan State University, East Lansing, MI 48824, USA
| | - Thomas D Sharkey
- MSU-DOE Plant Research Laboratory, Michigan State University, East Lansing, MI 48824, USA
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI 48824, USA
- Plant Resilience Institute, Michigan State University, East Lansing, MI 48824, USA
| | - Yair Shachar-Hill
- Department of Plant Biology, Michigan State University, East Lansing, MI 48824, USA
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18
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Iqbal U, Usman Z, Azam A, Abbas H, Mehmood A, Ahmad KS. Invasive success of star weed ( Parthenium hysterophorus L.) through alteration in structural and functional peculiarities. PeerJ 2023; 11:e16609. [PMID: 38107576 PMCID: PMC10725175 DOI: 10.7717/peerj.16609] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 11/15/2023] [Indexed: 12/19/2023] Open
Abstract
Parthenium weed poses significant threats to cropping systems, socioeconomic structures, and native ecosystems. The pronounced impact is primarily attributed to its rapid and efficient invasion mechanism. Despite that the detrimental effects of Parthenium weed are widely acknowledged, an in-depth scientific comprehension of its invasion mechanism, particularly regarding modifications in structural and functional attributes under natural conditions, is still lacking. To bridge this knowledge gap and formulate effective strategies for alleviating the adverse consequences of Parthenium weed, a study was conducted in the more cultivated and densely populated areas of Punjab, Pakistan. This study was focused on fifteen distinct populations of the star weed (Parthenium hysterophorus L.) to investigate the factors contributing to its widespread distribution in diverse environmental conditions. The results revealed significant variations in growth performance, physiological traits, and internal structures among populations from different habitats. The populations from wastelands exhibited superior growth, with higher accumulation of soluble proteins (TSP) and chlorophyll content (Chl a&b, TChl, Car, and Chl a/b). These populations displayed increased root and stem area, storage parenchyma, vascular bundle area, metaxylem area, and phloem area. Significant leaf modifications included thicker leaves, sclarification around vascular bundles, and widened metaxylem vessels. Roadside populations possessed larger leaf area, enhanced antioxidant activity, increased thickness of leaves in terms of midrib and lamina, and a higher cortical proportion. Populations found in agricultural fields depicted enhanced shoot biomass production, higher levels of chlorophyll b, and an increased total chlorophyll/carotenoid ratio. Additionally, they exhibited increased phloem area in their roots, stems, and leaves, with a thick epidermis only in the stem. All these outcomes of the study revealed explicit structural and functional modifications among P. hysterophorus populations collected from different habitats. These variations were attributed to the environmental variability and could contribute to the widespread distribution of this species. Notably, these findings hold practical significance for agronomists and ecologists, offering valuable insights for the future management of Parthenium weed in novel environments and contributing to the stability of ecosystems.
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Affiliation(s)
- Ummar Iqbal
- Botany, The Islamia University of Bahawalpur, Rahim Yar Khan Campus, Rahim Yar Khan, Punjab, Pakistan
| | - Zartasha Usman
- Botany, The Islamia University of Bahawalpur, Rahim Yar Khan Campus, Rahim Yar Khan, Punjab, Pakistan
| | - Akkasha Azam
- Botany, The Islamia University of Bahawalpur, Rahim Yar Khan Campus, Rahim Yar Khan, Punjab, Pakistan
| | - Hina Abbas
- Botany, The Islamia University of Bahawalpur, Rahim Yar Khan Campus, Rahim Yar Khan, Punjab, Pakistan
| | - Ansar Mehmood
- Botany, University of Poonch Rawalakot, Rawalakot, Azad Jammu and Kashmir, Pakistan
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19
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Dookie S, Jaikishun S, Ansari AA. Avicennia germinans leaf traits in degraded, restored, and natural mangrove ecosystems of Guyana. PLANT-ENVIRONMENT INTERACTIONS (HOBOKEN, N.J.) 2023; 4:324-341. [PMID: 38089845 PMCID: PMC10711649 DOI: 10.1002/pei3.10126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 09/24/2023] [Accepted: 09/29/2023] [Indexed: 10/16/2024]
Abstract
Mangrove leaves have unique features that enable them to cope with shifting environmental conditions while preserving their general functionality and efficiency. We examined the morphological characteristics and chlorophyll content (spectroscopically) of 600 mature Avicennia germinans leaves selected from 30 trees located in one degraded, one restored, and one natural mangrove ecosystem along Guyana's coastline. Systematic sampling was carried out using the closest individual sampling method in the wet and dry seasons. We hypothesized that both habitat type and seasonality influence the leaf traits and chlorophyll content of A. germinans. Our findings showed that A. germinans leaves are mesophyllous, and traits such as leaf perimeter, area, length, width, dry mass, wet mass, turgid mass, leaf-specific area, and relative water content showed fluctuations in ecosystems (one-way ANOVA, p < .05) as well as seasonally (paired t-test, p < .05). Substantial, positive correlations (p < .05, R > .75) were also established for over 10 leaf parameters in both seasons while PCA and multiple regression analyses further confirmed the strong relationships between leaf morphological features and their respective locations. Changes in chlorophyll concentration were most noticeable in the degraded ecosystem while variations in leaf traits were more pronounced in the restored mangrove area. This may be due to the various disturbances found in each ecosystem coupled with fluctuations in the seasons. Our results demonstrate that mangroves, to some extent, alter their plant structures to cope with environmental stressors present in the various ecosystems they thrive in to maintain their survival.
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Affiliation(s)
- Sabrina Dookie
- Department of BiologyUniversity of GuyanaGeorgetownGuyana
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20
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Cappetta E, Del Regno C, Conte M, Castro-Hinojosa C, Del Sol-Fernández S, Vergata C, Buti M, Curcio R, Onder A, Mazzei P, Funicello N, De Pasquale S, Terzaghi M, Del Gaudio P, Leone A, Martinelli F, Moros M, Ambrosone A. An Integrated Multilevel Approach Unveils Complex Seed-Nanoparticle Interactions and Their Implications for Seed Priming. ACS NANO 2023; 17:22539-22552. [PMID: 37931310 DOI: 10.1021/acsnano.3c06172] [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: 11/08/2023]
Abstract
Nanotechnology has the potential to revolutionize agriculture with the introduction of engineered nanomaterials. However, their use is hindered by high cost, marginal knowledge of their interactions with plants, and unpredictable effects related to massive use in crop cultivation. Nanopriming is an innovative seed priming technology able to match economic, agronomic, and environmental needs in agriculture. The present study was focused on unveiling, by a multilevel integrated approach, undisclosed aspects of seed priming mediated by iron oxide magnetic nanoparticles in pepper seeds (Capsicum annuum), one of the most economically important crops worldwide. Inductively coupled plasma atomic emission mass spectrometry and scanning electron microscopy were used to quantify the MNP uptake and assess seed surface changes. Magnetic resonance imaging mapped the distribution of MNPs prevalently in the seed coat. The application of MNPs significantly enhanced the root and vegetative growth of pepper plants, whereas seed priming with equivalent Fe concentrations supplied as FeCl3 did not yield these positive effects. Finally, global gene expression by RNA-sequencing identified more than 2,200 differentially expressed genes, most of them involved in plant developmental processes and defense mechanisms. Collectively, these data provide evidence on the link between structural seed changes and an extensive transcriptional reprogramming, which boosts the plant growth and primes the embryo to cope with environmental challenges that might occur during the subsequent developmental and growth stages.
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Affiliation(s)
- Elisa Cappetta
- Department of Pharmacy, University of Salerno, Fisciano 84084, Italy
| | - Carmine Del Regno
- Department of Pharmacy, University of Salerno, Fisciano 84084, Italy
| | - Marisa Conte
- Department of Pharmacy, University of Salerno, Fisciano 84084, Italy
| | - Christian Castro-Hinojosa
- Instituto de Nanociencia y Materiales de Aragón, INMA (CSIC-Universidad de Zaragoza), Zaragoza 50009, Spain
| | - Susel Del Sol-Fernández
- Instituto de Nanociencia y Materiales de Aragón, INMA (CSIC-Universidad de Zaragoza), Zaragoza 50009, Spain
| | - Chiara Vergata
- Department of Biology, University of Florence, Sesto Fiorentino 50019, Italy
| | - Matteo Buti
- Department of Agriculture, Food, Environmental and Forestry Sciences (DAGRI), University of Florence, Firenze 50144, Italy
| | - Rossella Curcio
- Department of Pharmacy, University of Salerno, Fisciano 84084, Italy
| | - Anil Onder
- Department of Pharmacy, University of Salerno, Fisciano 84084, Italy
| | - Pierluigi Mazzei
- Department of Pharmacy, University of Salerno, Fisciano 84084, Italy
| | - Nicola Funicello
- Department of Physics 'E.R. Caianiello', University of Salerno, Fisciano 84084, Italy
| | - Salvatore De Pasquale
- Department of Physics 'E.R. Caianiello', University of Salerno, Fisciano 84084, Italy
| | - Mattia Terzaghi
- Department of Biosciences, Biotechnologies and Environment, University of Bari Aldo Moro, Bari 70121, Italy
| | | | - Antonietta Leone
- Department of Pharmacy, University of Salerno, Fisciano 84084, Italy
| | - Federico Martinelli
- Department of Biology, University of Florence, Sesto Fiorentino 50019, Italy
| | - Maria Moros
- Instituto de Nanociencia y Materiales de Aragón, INMA (CSIC-Universidad de Zaragoza), Zaragoza 50009, Spain
- Centro de Investigación Biomédica en Red de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Madrid 28029, Spain
| | - Alfredo Ambrosone
- Department of Pharmacy, University of Salerno, Fisciano 84084, Italy
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da Cunha Cruz Y, Scarpa ALM, Díaz AS, Pereira MP, de Castro EM, Pereira FJ. Influence of seasonal variation to the population growth and ecophysiology of Typha domingensis (Typhaceae). JOURNAL OF PLANT RESEARCH 2023; 136:665-678. [PMID: 37219754 DOI: 10.1007/s10265-023-01468-2] [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: 03/12/2021] [Accepted: 05/10/2023] [Indexed: 05/24/2023]
Abstract
Precipitation is an important climatic element that defines the hydrological regime, and its seasonal variation produces annual dry and wet periods in some areas. This seasonality changes wetland environments and leverages the growth dynamics of macrophytes present, including Typha domingensis Pers. This study aimed to evaluate the influence of seasonal variation on the growth, anatomy and ecophysiology of T. domingensis in a natural wetland. Biometric, anatomical and ecophysiological traits of T. domingensis were evaluated over one year at four-month intervals. Reductions in photosynthesis were evidenced at the end of the wet periods and during the dry periods, and these reductions were associated with thinner palisade parenchymas. Increased stomatal indexes and densities as well as thinner epidermis observed at the beginning dry periods can be associated with higher transpiration rates during this period. The plants maintained their water contents during the dry periods, which may be related to the storage of water in leaf trabecular parenchyma, as this is the first time that results indicate the function of this tissue as a seasonal aquiferous parenchyma. In addition, increasing proportions of aerenchymas were evident during the wet periods, which may be related to a compensation mechanism for soil waterlogging. Therefore, the growth, anatomy and ecophysiology of T. domingensis plants change throughout the year to adjust to both the dry and wet periods, providing conditions for the survival of the plants and modulating population growth.
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Affiliation(s)
| | | | | | | | | | - Fabricio José Pereira
- Instituto de Ciências da Natureza, Universidade Federal de Alfenas, Rua Gabriel Monteiro da Silva, nº700, Centro, Alfenas, MG, CEP: 37130-001, Brasil.
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22
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Tulva I, Välbe M, Merilo E. Plants lacking OST1 show conditional stomatal closure and wildtype-like growth sensitivity at high VPD. PHYSIOLOGIA PLANTARUM 2023; 175:e14030. [PMID: 37882302 DOI: 10.1111/ppl.14030] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Revised: 08/24/2023] [Accepted: 09/06/2023] [Indexed: 10/27/2023]
Abstract
Climate change-associated rise in VPD (atmospheric vapor pressure deficit) results in increased plant transpiration and reduced stomatal conductance, photosynthesis, biomass, and yield. High VPD-induced stomatal closure of Arabidopsis is an active process regulated via the kinase SnRK2.6 (OPEN STOMATA 1, OST1). Here, we performed gas exchange, leaf water potential and rosette growth measurements to study, whether (1) high VPD-induced stomatal closure is detected in plants carrying loss-of-function mutations in OST1 (ost1-3) when they are grown at reduced soil water content or measured at increased air temperature; (2) ost1-3 plants expressing OST1 construct with no ABA-activation domain, but intact ABA-independent activation, show stronger stomatal VPD response compared with ost1-3 plants; and (3) rosette area and biomass of ost1-3 are more affected by growth at high VPD compared with Col-0. The stomata of well-watered ost1-3 plants were insensitive to high VPD regardless of air temperature, but in deficit-irrigated ost1-3, leaf water potential decreased the most and stomata closed at high VPD. Differences between VPD-induced stomatal closures of ost1-3 plants and ost1-3 plants expressing OST1 with no ABA-activation domain point at gradual VPD-induced ABA-independent activation of OST1. High VPD conditions led to similar reductions in rosette area and specific leaf area of well-watered Col-0 and ost1-3 plants. Rosette dry mass was unaffected by high VPD. Our results show that OST1 loss-of-function plants display conditional stomatal closure and no extra sensitivity of rosette area growth compared with Col-0 wildtype under high VPD conditions.
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Affiliation(s)
- Ingmar Tulva
- Institute of Technology, University of Tartu, Tartu, Estonia
| | - Mikk Välbe
- Institute of Technology, University of Tartu, Tartu, Estonia
| | - Ebe Merilo
- Institute of Technology, University of Tartu, Tartu, Estonia
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23
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Yang J, Song J, Shilpha J, Jeong BR. Top and Side Lighting Induce Morphophysiological Improvements in Korean Ginseng Sprouts ( Panax ginseng C.A. Meyer) Grown from One-Year-Old Roots. PLANTS (BASEL, SWITZERLAND) 2023; 12:2849. [PMID: 37571002 PMCID: PMC10421474 DOI: 10.3390/plants12152849] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 07/29/2023] [Accepted: 07/31/2023] [Indexed: 08/13/2023]
Abstract
Nowadays, not only the roots, but also leaves and flowers of ginseng are increasingly popular ingredients in supplements for healthcare products and traditional medicine. The cultivation of the shade-loving crop, ginseng, is very demanding in terms of the light environment. Along with the intensity and duration, light direction is another important factor in regulating plant morphophysiology. In the current study, three lighting directions-top (T), side (S), or top + side (TS)-with an intensity of 30 ± 5 μmol·m-2·s-1 photosynthetic photon flux density (PPFD) were employed. Generally, compared with the single T lighting, the composite lighting direction, TS, was more effective in shaping the ginseng with improved characteristics, including shortened, thick shoots; enlarged, thick leaves; more leaf trichomes; earlier flower bud formation; and enhanced photosynthesis. The single S light resulted in the worst growth parameters and strongly inhibited the flower bud formation, leading to the latest flower bud observation. Additionally, the S lighting acted as a positive factor in increasing the leaf thickness and number of trichomes on the leaf adaxial surface. However, the participation of the T lighting weakened these traits. Overall, the TS lighting was the optimal direction for improving the growth and development traits in ginseng. This preliminary research may provide new ideas and orientations in ginseng cultivation lodging resistance and improving the supply of ginseng roots, leaves, and flowers to the market.
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Affiliation(s)
- Jingli Yang
- Shandong Facility Horticulture Bioengineering Research Center, Jia Sixie College of Agriculture, Weifang University of Science and Technology, Shouguang 262700, China; (J.Y.); (J.S.)
- Department of Horticulture, Division of Applied Life Science (BK21 Four), Graduate School of Gyeongsang National University, Jinju 52828, Republic of Korea
| | - Jinnan Song
- Shandong Facility Horticulture Bioengineering Research Center, Jia Sixie College of Agriculture, Weifang University of Science and Technology, Shouguang 262700, China; (J.Y.); (J.S.)
- Department of Horticulture, Division of Applied Life Science (BK21 Four), Graduate School of Gyeongsang National University, Jinju 52828, Republic of Korea
| | - Jayabalan Shilpha
- Institute of Agriculture and Life Science, Gyeongsang National University, Jinju 52828, Republic of Korea;
| | - Byoung Ryong Jeong
- Department of Horticulture, Division of Applied Life Science (BK21 Four), Graduate School of Gyeongsang National University, Jinju 52828, Republic of Korea
- Institute of Agriculture and Life Science, Gyeongsang National University, Jinju 52828, Republic of Korea;
- Research Institute of Life Science, Gyeongsang National University, Jinju 52828, Republic of Korea
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24
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Liu X, Shi R, Gao M, He R, Li Y, Liu H. Growth of tomato and cucumber seedlings under different light environments and their development after transplanting. FRONTIERS IN PLANT SCIENCE 2023; 14:1164768. [PMID: 37546262 PMCID: PMC10400448 DOI: 10.3389/fpls.2023.1164768] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 04/21/2023] [Indexed: 08/08/2023]
Abstract
Selecting suitable light conditions according to the plant growth characteristics is one of the important approaches to cultivating high-quality vegetable seedlings. To determine the more favorable LED light conditions for producing high-quality tomato and cucumber seedlings in plant factories with artificial light (PFALS), the growth characteristics of tomato and cucumber seedlings under seven LED light environments (CK, B, UV-A, FR, B+UV-A, UV-A+FR, and B+FR) and the development of these seedlings after transplanting into a plastic greenhouse were investigated. The results showed that the seedling height and hypocotyl length increased in treatments with far-red light supplementation (FR, UV-A+FR, and B+FR), but decreased in the B treatment, in both varieties. The seedling index of tomato seedlings increased in the B+UV-A treatment, while that of cucumber seedlings increased in the FR treatment. After transplanting into a plastic greenhouse, tomato plants that radiated with UV-A had greater flower numbers on the 15th day after transplanting. In cucumber plants of the FR treatment, the flowering time was significantly delayed, and the female flower exhibited at a lower node position. By using a comprehensive scoring analysis of all detected indicators, light environments with UV-A and FR were more beneficial for improving the overall quality of tomato and cucumber seedlings, respectively.
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25
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Li C, Aluko OO, Shi S, Mo Z, Nong T, Shi C, Li Z, Wang Q, Liu H. Determination of optimal NH 4+/K + concentration and corresponding ratio critical for growth of tobacco seedlings in a hydroponic system. FRONTIERS IN PLANT SCIENCE 2023; 14:1152817. [PMID: 37496856 PMCID: PMC10368480 DOI: 10.3389/fpls.2023.1152817] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Accepted: 05/19/2023] [Indexed: 07/28/2023]
Abstract
Inherently, ammonium (NH4 +) is critical for plant growth; however, its toxicity suppresses potassium (K+) uptake and vice-versa. Hence, attaining a nutritional balance between these two ions (NH4 + and K+) becomes imperative for the growth of tobacco seedlings. Therefore, we conducted a 15-day experimental study on tobacco seedlings exposed to different concentrations (47 treatments) of NH4 +/K+ at different corresponding 12 ratios simultaneously in a hydroponic system. Our study aimed at establishing the optimal NH4 +-K+ concentration and the corresponding ratio required for optimal growth of different tobacco plant organs during the seedling stage. The controls were the baseline for comparison in this study. Plants with low or excessive NH4 +-K+ concentration had leaf chlorosis or dark greenish colouration, stunted whole plant part biomass, and thin roots. We found that adequate K+ supply is a pragmatic way to mitigate NH4 +-induced toxicity in tobacco plants. The optimal growth for tobacco leaf and root was attained at NH4 +-K+ concentrations 2-2 mM (ratio 1:1), whereas stem growth was optimal at NH4 +-K+ 1-2 mM (1:2). The study provided an insight into the right combination of NH4 +/K+ that could mitigate or prevent NH4 + or K+ stress in the tobacco seedlings.
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Affiliation(s)
- Chuanzong Li
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
| | - Oluwaseun Olayemi Aluko
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
- State Key Laboratory of Plant Stress Biology, School of Life Sciences, Henan University, Kaifeng, China
| | - Sujuan Shi
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
- Technology Center, Shanghai Tobacco Company, Ltd, Beijing, China
| | - Zhijie Mo
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
- Yichang City Company, Hubei Tobacco Company, Yichang, China
| | - Tongjia Nong
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
| | - Chuhan Shi
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
| | - Zhihao Li
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
- Yichang City Company, Hubei Tobacco Company, Yichang, China
| | - Qian Wang
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
| | - Haobao Liu
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China
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26
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Yeshitila M, Gedebo A, Tesfaye B, Demissie H, Olango TM. Multivariate analysis for yield and yield-related traits of amaranth genotypes from Ethiopia. Heliyon 2023; 9:e18207. [PMID: 37501986 PMCID: PMC10368846 DOI: 10.1016/j.heliyon.2023.e18207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 07/09/2023] [Accepted: 07/11/2023] [Indexed: 07/29/2023] Open
Abstract
The genus Amaranthus is one of the few dicotyledonous, non-grass mesophytes that use specialized C4 annuals or short-lived perennials to produce significant amounts of edible small-seeded pseudo cereals. In this study, we characterized the genetic diversity of 120 genotypes of amaranths collected from diverse amaranth-growing regions of Ethiopia using multivariate analysis of yield and yield-related traits. The experiments were carried out at Hawassa University, in the years 2020 and 2021. The experimental design was set up using an alpha lattice design and replicated two times. The collected data were examined for 24 descriptors. Principal component analysis showed that the first six principal components with eigenvalues greater than one contributed 80.41% of the variability. However, the first two principal components explained 52.42% of the total variation. The highest contributing traits in the first component were days to flowering, basal stem diameter, plant height at flowering, plant height at maturity, auxiliary inflorescence length, number of branches, terminal inflorescence lateral length, days to maturity, terminal inflorescence stalk length, leaf number, leaf length, top lateral branch length. The traits with the greatest weight on the second component were leaf area, basal lateral branch length, leaf length, and leaf width, grain filling period, grain sinking filling rate, and grain yield. Therefore, selection based on these traits would be effective for yield improvement in amaranth genotypes. Additionally, the hierarchical clustering grouped all the genotypes into five clusters. The pairwise generalized squared distance (D2) among the five clusters based on Mahalanobis's D2 statistics revealed the maximum and highly significant genetic distance was observed between II and III (277.79), while the minimum inter-cluster distance observed between clusters I and II (39.50). The findings suggest that amaranth genotypes in Ethiopia have a lot of genetic variation, which might be used for future breeding and ought to be conserved.
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Affiliation(s)
- Mekonnen Yeshitila
- Dilla College of Education, P. O. Box 334, Dilla, Ethiopia
- Schools of Plant and Horticultural Sciences, Hawassa University, Hawassa, Ethiopia
| | - Andargachew Gedebo
- Schools of Plant and Horticultural Sciences, Hawassa University, Hawassa, Ethiopia
| | - Bizuayehu Tesfaye
- Schools of Plant and Horticultural Sciences, Hawassa University, Hawassa, Ethiopia
| | - Hewan Demissie
- Schools of Plant and Horticultural Sciences, Hawassa University, Hawassa, Ethiopia
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27
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Pirona R, Frugis G, Locatelli F, Mattana M, Genga A, Baldoni E. Transcriptomic analysis reveals the gene regulatory networks involved in leaf and root response to osmotic stress in tomato. FRONTIERS IN PLANT SCIENCE 2023; 14:1155797. [PMID: 37332696 PMCID: PMC10272567 DOI: 10.3389/fpls.2023.1155797] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 05/10/2023] [Indexed: 06/20/2023]
Abstract
Introduction Tomato (Solanum lycopersicum L.) is a major horticultural crop that is cultivated worldwide and is characteristic of the Mediterranean agricultural system. It represents a key component of the diet of billion people and an important source of vitamins and carotenoids. Tomato cultivation in open field often experiences drought episodes, leading to severe yield losses, since most modern cultivars are sensitive to water deficit. Water stress leads to changes in the expression of stress-responsive genes in different plant tissues, and transcriptomics can support the identification of genes and pathways regulating this response. Methods Here, we performed a transcriptomic analysis of two tomato genotypes, M82 and Tondo, in response to a PEG-mediated osmotic treatment. The analysis was conducted separately on leaves and roots to characterize the specific response of these two organs. Results A total of 6,267 differentially expressed transcripts related to stress response was detected. The construction of gene co-expression networks defined the molecular pathways of the common and specific responses of leaf and root. The common response was characterized by ABA-dependent and ABA-independent signaling pathways, and by the interconnection between ABA and JA signaling. The root-specific response concerned genes involved in cell wall metabolism and remodeling, whereas the leaf-specific response was principally related to leaf senescence and ethylene signaling. The transcription factors representing the hubs of these regulatory networks were identified. Some of them have not yet been characterized and can represent novel candidates for tolerance. Discussion This work shed new light on the regulatory networks occurring in tomato leaf and root under osmotic stress and set the base for an in-depth characterization of novel stress-related genes that may represent potential candidates for improving tolerance to abiotic stress in tomato.
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Affiliation(s)
- Raul Pirona
- National Research Council (CNR), Institute of Agricultural Biology and Biotechnology (IBBA), Milano, Italy
| | - Giovanna Frugis
- National Research Council (CNR), Institute of Agricultural Biology and Biotechnology (IBBA), Rome Unit, Roma, Italy
| | - Franca Locatelli
- National Research Council (CNR), Institute of Agricultural Biology and Biotechnology (IBBA), Milano, Italy
| | - Monica Mattana
- National Research Council (CNR), Institute of Agricultural Biology and Biotechnology (IBBA), Milano, Italy
| | - Annamaria Genga
- National Research Council (CNR), Institute of Agricultural Biology and Biotechnology (IBBA), Milano, Italy
| | - Elena Baldoni
- National Research Council (CNR), Institute of Agricultural Biology and Biotechnology (IBBA), Milano, Italy
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Fang W, Huang Q, Huang G, Ming B, Quan Q, Li P, Guo Y, Zheng X, Feng G, Peng J. Assessment of dynamic drought-induced ecosystem risk: Integrating time-varying hazard frequency, exposure and vulnerability. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2023; 342:118176. [PMID: 37207461 DOI: 10.1016/j.jenvman.2023.118176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 04/21/2023] [Accepted: 05/12/2023] [Indexed: 05/21/2023]
Abstract
Terrestrial ecosystems, occupying 28.26% of Earth's surface, are extensively at risk from droughts, which is likely to propagate into human communities owing to loss of vital services. Ecosystem risk also tends to fluctuate within anthropogenically-forced nonstationary environments, raising considerable concerns about effectiveness of mitigation strategies. This study aims to assess dynamic ecosystem risk induced by droughts and identify risk hotspots. Bivariate nonstationary drought frequency was initially derived as a hazard component of risk. By coupling vegetation coverage and biomass quantity, a two-dimensional exposure indicator was developed. Trivariate likelihood of vegetation decline was calculated under arbitrary droughts to intuitively determine ecosystem vulnerability. Ultimately, time-variant drought frequency, exposure and vulnerability were multiplied to derive dynamic ecosystem risk, followed by hotspot and attribution analyses. Risk assessment implemented in the drought-prevalent Pearl River basin (PRB) of China during 1982-2017 showed that meteorological droughts in eastern and western margins, although less frequent, were prolonged and aggravated in contrast to prevalence of less persistent and severe droughts in the middle. In 86.12% of the PRB, ecosystem exposure maintains high levels (0.62). Relatively high vulnerability (>0.5) occurs in water-demanding agroecosystems, exhibiting a northwest-southeast-directed extension. A 0.1-degree risk atlas unveils that high and medium risks occupy 18.96% and 37.99% of the PRB, while risks are magnified in the north. The most pressing hotspots with high risk continuing to escalate reside in the East River and Hongliu River basins. Our results provide knowledge of composition, spatio-temporal variability and driving mechanism of drought-induced ecosystem risk, which will assist in risk-based mitigation prioritization.
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Affiliation(s)
- Wei Fang
- State Key Laboratory of Eco-hydraulics in Northwest Arid Region of China, School of Water Resources and Hydropower, Xi'an University of Technology, Xi'an, China.
| | - Qiang Huang
- State Key Laboratory of Eco-hydraulics in Northwest Arid Region of China, School of Water Resources and Hydropower, Xi'an University of Technology, Xi'an, China
| | - Gordon Huang
- Institute for Energy, Environment and Sustainable Communities, University of Regina, Regina, Saskatchewan, Canada
| | - Bo Ming
- State Key Laboratory of Eco-hydraulics in Northwest Arid Region of China, School of Water Resources and Hydropower, Xi'an University of Technology, Xi'an, China.
| | - Quan Quan
- State Key Laboratory of Eco-hydraulics in Northwest Arid Region of China, School of Water Resources and Hydropower, Xi'an University of Technology, Xi'an, China.
| | - Pei Li
- State Key Laboratory of Eco-hydraulics in Northwest Arid Region of China, School of Water Resources and Hydropower, Xi'an University of Technology, Xi'an, China
| | - Yi Guo
- State Key Laboratory of Eco-hydraulics in Northwest Arid Region of China, School of Water Resources and Hydropower, Xi'an University of Technology, Xi'an, China
| | - Xudong Zheng
- State Key Laboratory of Eco-hydraulics in Northwest Arid Region of China, School of Water Resources and Hydropower, Xi'an University of Technology, Xi'an, China
| | - Gang Feng
- State Key Laboratory of Eco-hydraulics in Northwest Arid Region of China, School of Water Resources and Hydropower, Xi'an University of Technology, Xi'an, China
| | - Jian Peng
- Department of Remote Sensing, Helmholtz Centre for Environmental Research-UFZ, Leipzig, Germany; Remote Sensing Centre for Earth System Research, Leipzig University, Leipzig, Germany
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29
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Ge M, Korrensalo A, Laiho R, Lohila A, Makiranta P, Pihlatie M, Tuittila ES, Kohl L, Putkinen A, Koskinen M. Plant phenology and species-specific traits control plant CH 4 emissions in a northern boreal fen. THE NEW PHYTOLOGIST 2023; 238:1019-1032. [PMID: 36751911 DOI: 10.1111/nph.18798] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Accepted: 01/26/2023] [Indexed: 06/18/2023]
Abstract
Aerenchymatic transport is an important mechanism through which plants affect methane (CH4 ) emissions from peatlands. Controlling environmental factors and the effects of plant phenology remain, however, uncertain. We identified factors controlling seasonal CH4 flux rate and investigated transport efficiency (flux rate per unit of rhizospheric porewater CH4 concentration). We measured CH4 fluxes through individual shoots of Carex rostrata, Menyanthes trifoliata, Betula nana and Salix lapponum throughout growing seasons in 2020 and 2021 and Equisetum fluviatile and Comarum palustre in high summer 2021 along with water-table level, peat temperature and porewater CH4 concentration. CH4 flux rate of C. rostrata was related to plant phenology and peat temperature. Flux rates of M. trifoliata and shrubs B. nana and S. lapponum were insensitive to the investigated environmental variables. In high summer, flux rate and efficiency were highest for C. rostrata (6.86 mg m-2 h-1 and 0.36 mg m-2 h-1 (μmol l-1 )-1 , respectively). Menyanthes trifoliata showed a high flux rate, but limited efficiency. Low flux rates and efficiency were detected for the remaining species. Knowledge of the species-specific CH4 flux rate and their different responses to plant phenology and environmental factors can significantly improve the estimation of ecosystem-scale CH4 dynamics in boreal peatlands.
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Affiliation(s)
- Mengyu Ge
- Department of Agricultural Sciences, University of Helsinki, PO Box 56, Helsinki, 00014, Finland
| | - Aino Korrensalo
- School of Forest Sciences, University of Eastern Finland, PO Box 111, Joensuu, 80101, Finland
- Natural Resources Institute Finland, PO Box 2, Helsinki, 00791, Finland
| | - Raija Laiho
- Natural Resources Institute Finland, PO Box 2, Helsinki, 00791, Finland
| | - Annalea Lohila
- Finnish Meteorological Institute, PO Box 503, Helsinki, 00560, Finland
| | - Päivi Makiranta
- Natural Resources Institute Finland, PO Box 2, Helsinki, 00791, Finland
| | - Mari Pihlatie
- Department of Agricultural Sciences, University of Helsinki, PO Box 56, Helsinki, 00014, Finland
- Institute for Atmospheric and Earth System Research (INAR)/Forest Sciences, University of Helsinki, PO Box 4, Helsinki, 00560, Finland
| | - Eeva-Stiina Tuittila
- School of Forest Sciences, University of Eastern Finland, PO Box 111, Joensuu, 80101, Finland
| | - Lukas Kohl
- Department of Agricultural Sciences, University of Helsinki, PO Box 56, Helsinki, 00014, Finland
- Institute for Atmospheric and Earth System Research (INAR)/Forest Sciences, University of Helsinki, PO Box 4, Helsinki, 00560, Finland
- Department of Environmental and Biological Sciences, University of Eastern Finland, PO Box 1627, Kuopio, 70211, Finland
| | - Anuliina Putkinen
- Department of Agricultural Sciences, University of Helsinki, PO Box 56, Helsinki, 00014, Finland
- Institute for Atmospheric and Earth System Research (INAR)/Forest Sciences, University of Helsinki, PO Box 4, Helsinki, 00560, Finland
| | - Markku Koskinen
- Department of Agricultural Sciences, University of Helsinki, PO Box 56, Helsinki, 00014, Finland
- Institute for Atmospheric and Earth System Research (INAR)/Forest Sciences, University of Helsinki, PO Box 4, Helsinki, 00560, Finland
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30
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Lu Y, Fricke W. Salt Stress-Regulation of Root Water Uptake in a Whole-Plant and Diurnal Context. Int J Mol Sci 2023; 24:ijms24098070. [PMID: 37175779 PMCID: PMC10179082 DOI: 10.3390/ijms24098070] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 04/25/2023] [Accepted: 04/27/2023] [Indexed: 05/15/2023] Open
Abstract
This review focuses on the regulation of root water uptake in plants which are exposed to salt stress. Root water uptake is not considered in isolation but is viewed in the context of other potential tolerance mechanisms of plants-tolerance mechanisms which relate to water relations and gas exchange. Plants spend between one third and half of their lives in the dark, and salt stress does not stop with sunset, nor does it start with sunrise. Surprisingly, how plants deal with salt stress during the dark has received hardly any attention, yet any growth response to salt stress over days, weeks, months and years is the integrative result of how plants perform during numerous, consecutive day/night cycles. As we will show, dealing with salt stress during the night is a prerequisite to coping with salt stress during the day. We hope to highlight with this review not so much what we know, but what we do not know; and this relates often to some rather basic questions.
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Affiliation(s)
- Yingying Lu
- School of Biology and Environmental Science, University College Dublin (UCD), Belfield, D04 N2E5 Dublin, Ireland
| | - Wieland Fricke
- School of Biology and Environmental Science, University College Dublin (UCD), Belfield, D04 N2E5 Dublin, Ireland
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31
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Huang K, Jahani M, Gouzy J, Legendre A, Carrere S, Lázaro-Guevara JM, González Segovia EG, Todesco M, Mayjonade B, Rodde N, Cauet S, Dufau I, Staton SE, Pouilly N, Boniface MC, Tapy C, Mangin B, Duhnen A, Gautier V, Poncet C, Donnadieu C, Mandel T, Hübner S, Burke JM, Vautrin S, Bellec A, Owens GL, Langlade N, Muños S, Rieseberg LH. The genomics of linkage drag in inbred lines of sunflower. Proc Natl Acad Sci U S A 2023; 120:e2205783119. [PMID: 36972449 PMCID: PMC10083583 DOI: 10.1073/pnas.2205783119] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Accepted: 09/18/2022] [Indexed: 03/29/2023] Open
Abstract
Crop wild relatives represent valuable sources of alleles for crop improvement, including adaptation to climate change and emerging diseases. However, introgressions from wild relatives might have deleterious effects on desirable traits, including yield, due to linkage drag. Here, we analyzed the genomic and phenotypic impacts of wild introgressions in inbred lines of cultivated sunflower to estimate the impacts of linkage drag. First, we generated reference sequences for seven cultivated and one wild sunflower genotype, as well as improved assemblies for two additional cultivars. Next, relying on previously generated sequences from wild donor species, we identified introgressions in the cultivated reference sequences, as well as the sequence and structural variants they contain. We then used a ridge-regression best linear unbiased prediction (BLUP) model to test the effects of the introgressions on phenotypic traits in the cultivated sunflower association mapping population. We found that introgression has introduced substantial sequence and structural variation into the cultivated sunflower gene pool, including >3,000 new genes. While introgressions reduced genetic load at protein-coding sequences, they mostly had negative impacts on yield and quality traits. Introgressions found at high frequency in the cultivated gene pool had larger effects than low-frequency introgressions, suggesting that the former likely were targeted by artificial selection. Also, introgressions from more distantly related species were more likely to be maladaptive than those from the wild progenitor of cultivated sunflower. Thus, breeding efforts should focus, as far as possible, on closely related and fully compatible wild relatives.
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Affiliation(s)
- Kaichi Huang
- Department of Botany, University of British Columbia, Vancouver, BCV6T 1Z4, Canada
- Biodiversity Research Centre, University of British Columbia, Vancouver, BCV6T 1Z4, Canada
| | - Mojtaba Jahani
- Department of Botany, University of British Columbia, Vancouver, BCV6T 1Z4, Canada
- Biodiversity Research Centre, University of British Columbia, Vancouver, BCV6T 1Z4, Canada
| | - Jérôme Gouzy
- Laboratoire des Interactions Plantes-Microbes-Environnement, Centre national de la recherche scientifique (CNRS), Institut national de recherche pour l'agriculture, l'alimentation et l'environnement (INRAE), Université de Toulouse, Castanet-Tolosan, F-31326France
| | - Alexandra Legendre
- Laboratoire des Interactions Plantes-Microbes-Environnement, Centre national de la recherche scientifique (CNRS), Institut national de recherche pour l'agriculture, l'alimentation et l'environnement (INRAE), Université de Toulouse, Castanet-Tolosan, F-31326France
| | - Sébastien Carrere
- Laboratoire des Interactions Plantes-Microbes-Environnement, Centre national de la recherche scientifique (CNRS), Institut national de recherche pour l'agriculture, l'alimentation et l'environnement (INRAE), Université de Toulouse, Castanet-Tolosan, F-31326France
| | - José Miguel Lázaro-Guevara
- Department of Botany, University of British Columbia, Vancouver, BCV6T 1Z4, Canada
- Biodiversity Research Centre, University of British Columbia, Vancouver, BCV6T 1Z4, Canada
| | - Eric Gerardo González Segovia
- Department of Botany, University of British Columbia, Vancouver, BCV6T 1Z4, Canada
- Biodiversity Research Centre, University of British Columbia, Vancouver, BCV6T 1Z4, Canada
| | - Marco Todesco
- Department of Botany, University of British Columbia, Vancouver, BCV6T 1Z4, Canada
- Biodiversity Research Centre, University of British Columbia, Vancouver, BCV6T 1Z4, Canada
| | - Baptiste Mayjonade
- Laboratoire des Interactions Plantes-Microbes-Environnement, Centre national de la recherche scientifique (CNRS), Institut national de recherche pour l'agriculture, l'alimentation et l'environnement (INRAE), Université de Toulouse, Castanet-Tolosan, F-31326France
| | - Nathalie Rodde
- Centre National de Ressources Génomiques Végétales (CNRGV), Institut national de recherche pour l'agriculture, l'alimentation et l'environnement (INRAE), Castanet-Tolosan, F-31326France
| | - Stéphane Cauet
- Centre National de Ressources Génomiques Végétales (CNRGV), Institut national de recherche pour l'agriculture, l'alimentation et l'environnement (INRAE), Castanet-Tolosan, F-31326France
| | - Isabelle Dufau
- Centre National de Ressources Génomiques Végétales (CNRGV), Institut national de recherche pour l'agriculture, l'alimentation et l'environnement (INRAE), Castanet-Tolosan, F-31326France
| | - S. Evan Staton
- Department of Botany, University of British Columbia, Vancouver, BCV6T 1Z4, Canada
- Biodiversity Research Centre, University of British Columbia, Vancouver, BCV6T 1Z4, Canada
- Research and Development Department, NRGene Canada Inc., Saskatoon, SKS7N 3R3, Canada
| | - Nicolas Pouilly
- Laboratoire des Interactions Plantes-Microbes-Environnement, Centre national de la recherche scientifique (CNRS), Institut national de recherche pour l'agriculture, l'alimentation et l'environnement (INRAE), Université de Toulouse, Castanet-Tolosan, F-31326France
| | - Marie-Claude Boniface
- Laboratoire des Interactions Plantes-Microbes-Environnement, Centre national de la recherche scientifique (CNRS), Institut national de recherche pour l'agriculture, l'alimentation et l'environnement (INRAE), Université de Toulouse, Castanet-Tolosan, F-31326France
| | - Camille Tapy
- Laboratoire des Interactions Plantes-Microbes-Environnement, Centre national de la recherche scientifique (CNRS), Institut national de recherche pour l'agriculture, l'alimentation et l'environnement (INRAE), Université de Toulouse, Castanet-Tolosan, F-31326France
| | - Brigitte Mangin
- Laboratoire des Interactions Plantes-Microbes-Environnement, Centre national de la recherche scientifique (CNRS), Institut national de recherche pour l'agriculture, l'alimentation et l'environnement (INRAE), Université de Toulouse, Castanet-Tolosan, F-31326France
| | - Alexandra Duhnen
- Laboratoire des Interactions Plantes-Microbes-Environnement, Centre national de la recherche scientifique (CNRS), Institut national de recherche pour l'agriculture, l'alimentation et l'environnement (INRAE), Université de Toulouse, Castanet-Tolosan, F-31326France
| | - Véronique Gautier
- Gentyane Genomic Platform, Institut national de recherche pour l'agriculture, l'alimentation et l'environnement (INRAE), Clermont Ferrand, 63000France
| | - Charles Poncet
- Gentyane Genomic Platform, Institut national de recherche pour l'agriculture, l'alimentation et l'environnement (INRAE), Clermont Ferrand, 63000France
| | - Cécile Donnadieu
- Plateforme Génome et Transcriptome (GeT-PlaGe), Institut national de recherche pour l'agriculture, l'alimentation et l'environnement (INRAE), Castanet-Tolosan, F-31326France
| | - Tali Mandel
- MIGAL Galilee Research Institute, Tel-Hai Academic College, Upper Galilee, 11016Israel
| | - Sariel Hübner
- MIGAL Galilee Research Institute, Tel-Hai Academic College, Upper Galilee, 11016Israel
| | - John M. Burke
- Department of Plant Biology, University of Georgia, Athens, GA30602
| | - Sonia Vautrin
- Centre National de Ressources Génomiques Végétales (CNRGV), Institut national de recherche pour l'agriculture, l'alimentation et l'environnement (INRAE), Castanet-Tolosan, F-31326France
| | - Arnaud Bellec
- Centre National de Ressources Génomiques Végétales (CNRGV), Institut national de recherche pour l'agriculture, l'alimentation et l'environnement (INRAE), Castanet-Tolosan, F-31326France
| | - Gregory L. Owens
- Department of Biology, University of Victoria, Victoria, BCV8W 2Y2, Canada
| | - Nicolas Langlade
- Laboratoire des Interactions Plantes-Microbes-Environnement, Centre national de la recherche scientifique (CNRS), Institut national de recherche pour l'agriculture, l'alimentation et l'environnement (INRAE), Université de Toulouse, Castanet-Tolosan, F-31326France
| | - Stéphane Muños
- Laboratoire des Interactions Plantes-Microbes-Environnement, Centre national de la recherche scientifique (CNRS), Institut national de recherche pour l'agriculture, l'alimentation et l'environnement (INRAE), Université de Toulouse, Castanet-Tolosan, F-31326France
| | - Loren H. Rieseberg
- Department of Botany, University of British Columbia, Vancouver, BCV6T 1Z4, Canada
- Biodiversity Research Centre, University of British Columbia, Vancouver, BCV6T 1Z4, Canada
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Anik TR, Mostofa MG, Rahman MM, Khan MAR, Ghosh PK, Sultana S, Das AK, Hossain MS, Keya SS, Rahman MA, Jahan N, Gupta A, Tran LSP. Zn Supplementation Mitigates Drought Effects on Cotton by Improving Photosynthetic Performance and Antioxidant Defense Mechanisms. Antioxidants (Basel) 2023; 12:antiox12040854. [PMID: 37107228 PMCID: PMC10135281 DOI: 10.3390/antiox12040854] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Revised: 03/27/2023] [Accepted: 03/29/2023] [Indexed: 04/05/2023] Open
Abstract
Drought is recognized as a paramount threat to sustainable agricultural productivity. This threat has grown more severe in the age of global climate change. As a result, finding a long-term solution to increase plants’ tolerance to drought stress has been a key research focus. Applications of chemicals such as zinc (Zn) may provide a simpler, less time-consuming, and effective technique for boosting the plant’s resilience to drought. The present study gathers persuasive evidence on the potential roles of zinc sulphate (ZnSO4·7H2O; 1.0 g Kg−1 soil) and zinc oxide (ZnO; 1.0 g Kg−1 soil) in promoting tolerance of cotton plants exposed to drought at the first square stage, by exploring various physiological, morphological, and biochemical features. Soil supplementation of ZnSO4 or ZnO to cotton plants improved their shoot biomass, root dry weight, leaf area, photosynthetic performance, and water-use efficiency under drought stress. Zn application further reduced the drought-induced accumulations of H2O2 and malondialdehyde, and electrolyte leakage in stressed plants. Antioxidant assays revealed that Zn supplements, particularly ZnSO4, reduced reactive oxygen species (ROS) accumulation by increasing the activities of a range of ROS quenchers, such as catalase, ascorbate peroxidase, glutathione S-transferase, and guaiacol peroxidase, to protect the plants against ROS-induced oxidative damage during drought stress. Increased leaf relative water contents along with increased water-soluble protein contents may indicate the role of Zn in improving the plant’s water status under water-deficient conditions. The results of the current study also suggested that, in general, ZnSO4 supplementation more effectively increased cotton drought tolerance than ZnO supplementation, thereby suggesting ZnSO4 as a potential chemical to curtail drought-induced detrimental effects in water-limited soil conditions.
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Affiliation(s)
- Touhidur Rahman Anik
- Department of Plant and Soil Science, Institute of Genomics for Crop Abiotic Stress Tolerance, Texas Tech University, Lubbock, TX 79409, USA
| | - Mohammad Golam Mostofa
- Department of Energy Plant Research Laboratory, Michigan State University, East Lansing, MI 48824, USA
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI 48824, USA
| | - Md. Mezanur Rahman
- Department of Plant and Soil Science, Institute of Genomics for Crop Abiotic Stress Tolerance, Texas Tech University, Lubbock, TX 79409, USA
| | - Md. Arifur Rahman Khan
- Department of Agronomy, Bangabandhu Sheikh Mujibur Rahman Agricultural University, Gazipur 1706, Bangladesh
| | - Protik Kumar Ghosh
- Department of Agronomy, Bangabandhu Sheikh Mujibur Rahman Agricultural University, Gazipur 1706, Bangladesh
| | - Sharmin Sultana
- Institute of Biotechnology and Genetic Engineering, Bangabandhu Sheikh Mujibur Rahman Agricultural University, Gazipur 1706, Bangladesh
| | - Ashim Kumar Das
- Department of Agroforestry and Environment, Bangabandhu Sheikh Mujibur Rahman Agricultural University, Gazipur 1706, Bangladesh
| | - Md. Saddam Hossain
- Department of Agronomy, Bangabandhu Sheikh Mujibur Rahman Agricultural University, Gazipur 1706, Bangladesh
| | - Sanjida Sultana Keya
- Department of Plant and Soil Science, Institute of Genomics for Crop Abiotic Stress Tolerance, Texas Tech University, Lubbock, TX 79409, USA
| | - Md. Abiar Rahman
- Department of Agroforestry and Environment, Bangabandhu Sheikh Mujibur Rahman Agricultural University, Gazipur 1706, Bangladesh
| | - Nusrat Jahan
- Cotton Research Training and Seed Multiplication Farm, Cotton Development Board, Gazipur 1740, Bangladesh
| | - Aarti Gupta
- Department of Plant and Soil Science, Institute of Genomics for Crop Abiotic Stress Tolerance, Texas Tech University, Lubbock, TX 79409, USA
| | - Lam-Son Phan Tran
- Department of Plant and Soil Science, Institute of Genomics for Crop Abiotic Stress Tolerance, Texas Tech University, Lubbock, TX 79409, USA
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Yadav P, Mina U, Bhatia A, Singh B. Cultivar assortment index (CAI): a tool to evaluate the ozone tolerance of Indian Amaranth (Amaranthus hypochondriacus L.) cultivars. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:30819-30833. [PMID: 36441328 DOI: 10.1007/s11356-022-24327-4] [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: 12/14/2021] [Accepted: 11/16/2022] [Indexed: 06/16/2023]
Abstract
The adverse impact of climate change on crop yield has accelerated the need for identification of crop cultivars resistant to abiotic stress. In the present study, a cultivar assortment index (CAI) was generated for the evaluation of forty Amaranthus hypochondriacus cultivars response to elevated ozone (EO) concentrations (AO + 30 ppb) in Free Air Ozone Enrichment (FAOE) facility using the parameters viz. foliar injury, gaseous exchange attributes, namely, net photosynthetic rate, stomatal conductance, transpiration rate, intercellular carbon dioxide, and water use efficiency along with above ground biomass and grain yield attributes. The dataset was used to identify key indicator parameters responsive to EO through principal component analysis (PCA) and further transformed to obtain linear score and weighted score. The CAI varied from 70.49 to 193.43. Cultivars having CAI value less than 151 were ozone tolerant (OT) whereas cultivars with CAI values between 150 and 170 were moderately tolerant (MOT). The cultivars exhibiting CAI values above 170 were ozone sensitive (OS). The cultivars exhibited differential sensitivity to EO with IC-5994 (CAI = 187.26) being the most affected cultivar whereas IC-5576 (CAI = 83.38) and IC-5916 (CAI = 70.49) being the least affected ones. The CAI, based on linear score and weighted score, offers easy identification of ozone sensitive (OS) and ozone tolerant (OT) cultivars. This index could help researchers to define a clear and strong basis for identification of OT cultivars which will reduce the time required for preliminary screening and further evaluation of crop cultivars for the development of climate smart crops.
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Affiliation(s)
- Prachi Yadav
- School of Environmental Sciences, Jawaharlal Nehru University (JNU), New Delhi, 110067, India
| | - Usha Mina
- School of Environmental Sciences, Jawaharlal Nehru University (JNU), New Delhi, 110067, India.
| | - Arti Bhatia
- Centre for Environment Science and Climate Resilient Agriculture (CESCRA), ICAR-IARI, New Delhi, 110012, India
| | - Bhupinder Singh
- Centre for Environment Science and Climate Resilient Agriculture (CESCRA), ICAR-IARI, New Delhi, 110012, India
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Park Y, Runkle ES. Spectral-conversion film potential for greenhouses: Utility of green-to-red photons conversion and far-red filtration for plant growth. PLoS One 2023; 18:e0281996. [PMID: 36821557 PMCID: PMC9949677 DOI: 10.1371/journal.pone.0281996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Accepted: 02/07/2023] [Indexed: 02/24/2023] Open
Abstract
Although green (G, 500 to 600 nm) and far-red (FR, 700 to 800 nm) light play important roles in regulating plant growth and development, they are often considered less useful at stimulating photosynthesis than red (R, 600 to 700 nm) and blue (B, 400 to 500 nm) light. Based on this perception, approaches to modifying the transmission of greenhouse glazing materials include (1) conversion of G photons from sunlight into R photons and (2) exclusion of the near-infrared (>700 nm) fraction of sunlight. We evaluated these approaches using simulated scenarios with light-emitting diodes to determine how partial and complete substitution of G with R light and exclusion of FR light affected the growth of lettuce and tomato grown indoors. The substitution of G with R light had little or no effect on fresh and dry mass of tomato. However, with the presence of FR light, fresh and dry mass of lettuce increased by 22-26% as G light was increasingly substituted with R light. In tomato, excluding FR inhibited plant height, leaf area, and dry mass by 60-71%, 10-37%, and 20-44%, respectively. Similarly, in lettuce, excluding FR inhibited plant diameter, leaf length, and dry mass by 15-23%, 23-33%, or 28-48%, respectively. We conclude that the spectral conversion of G-to-R photons can promote plant growth in at least some crop species, such as lettuce, while the exclusion of FR decreases crop growth and yield.
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Affiliation(s)
- Yujin Park
- Department of Horticulture, Michigan State University, East Lansing, Michigan, United States of America
- College of Integrative Sciences and Arts, Arizona State University, Tempe, Arizona, United States of America
| | - Erik S. Runkle
- Department of Horticulture, Michigan State University, East Lansing, Michigan, United States of America
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L-Arginine Alleviates the Reduction in Photosynthesis and Antioxidant Activity Induced by Drought Stress in Maize Seedlings. Antioxidants (Basel) 2023; 12:antiox12020482. [PMID: 36830040 PMCID: PMC9952503 DOI: 10.3390/antiox12020482] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 01/27/2023] [Accepted: 02/10/2023] [Indexed: 02/17/2023] Open
Abstract
Maize (Zea mays L.) is one of the most important food crops in the world. Drought is currently the most important abiotic factor affecting maize yield. L-arginine has emerged as a nontoxic plant growth regulator that enhances the tolerance of plants to drought. An experiment was conducted to examine the role of L-arginine in alleviating the inhibitory effects of drought on the photosynthetic capacity and activities of antioxidant enzymes when the plants were subjected to drought stress. The results showed that the biomass of maize seedlings decreased significantly under a 20% polyethylene glycol-simulated water deficit compared with the control treatment. However, the exogenous application of L-arginine alleviated the inhibition of maize growth induced by drought stress. Further analysis of the photosynthetic parameters showed that L-arginine partially restored the chloroplasts' structure under drought stress and increased the contents of chlorophyll, the performance index on an adsorption basis, and Fv/Fm by 151.3%, 105.5%, and 37.1%, respectively. Supplementation with L-arginine also reduced the oxidative damage caused by hydrogen peroxide, malondialdehyde, and superoxide ions by 27.2%, 10.0%, and 31.9%, respectively. Accordingly, the activities of ascorbate peroxidase, catalase, glutathione S-transferase, glutathione reductase, peroxidase, and superoxide dismutase increased by 11.6%, 108.5%, 104.4%, 181.1%, 18.3%, and 46.1%, respectively, under drought. Thus, these findings suggest that L-arginine can improve the drought resistance of maize seedlings by upregulating their rate of photosynthesis and their antioxidant capacity.
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Li J, Muneer MA, Sun A, Guo Q, Wang Y, Huang Z, Li W, Zheng C. Magnesium application improves the morphology, nutrients uptake, photosynthetic traits, and quality of tobacco ( Nicotiana tabacum L.) under cold stress. FRONTIERS IN PLANT SCIENCE 2023; 14:1078128. [PMID: 36844047 PMCID: PMC9948613 DOI: 10.3389/fpls.2023.1078128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Accepted: 01/24/2023] [Indexed: 06/18/2023]
Abstract
Cold stress is one of the major constraints limiting the productivity of many important crops, including tobacco (Nicotiana tabacum L.) production and quality worldwide. However, the role of magnesium (Mg) nutrition in plants has been frequently overlooked, especially under cold stress, and Mg deficiency adversely affects plant growth and development. Here, we evaluated the influence of Mg under cold stress on tobacco morphology, nutrient uptake, photosynthetic and quality attributes. The tobacco plants were grown under different levels of cold stress, i.e., 8°C, 12°C, 16°C, including with a controlled temperature of 25°C, and evaluated their effects with Mg (+Mg) and without Mg (-Mg) application. Cold stress resulted in reduced plant growth. However, the +Mg alleviated the cold stress and significantly increased the plant biomass on an average of 17.8% for shoot fresh weight, 20.9% for root fresh weight, 15.7% for shoot dry weight, and 15.5% for root dry weight. Similarly, the nutrients uptake also increased on average for shoot-N (28.7%), root-N (22.4%), shoot-P (46.9%), root-P (7.2%), shoot-K (5.4%), root-K (28.9%), shoot-Mg (191.4%), root-Mg (187.2%) under cold stress with +Mg compared to -Mg. Mg application significantly boosted the photosynthetic activity (Pn 24.6%) and increased the chlorophyll contents (Chl-a (18.8%), Chl-b (25%), carotenoids (22.2%)) in the leaves under cold stress in comparison with -Mg treatment. Meanwhile, Mg application also improved the quality of tobacco, including starch and sucrose contents, on an average of 18.3% and 20.8%, respectively, compared to -Mg. The principal component analysis revealed that tobacco performance was optimum under +Mg treatment at 16°C. This study confirms that Mg application alleviates cold stress and substantially improves tobacco morphological indices, nutrient absorption, photosynthetic traits, and quality attributes. In short, the current findings suggest that Mg application may alleviate cold stress and improve tobacco growth and quality.
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Affiliation(s)
- Jian Li
- College of Resources and Environment/International Magnesium Institute, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Muhammad Atif Muneer
- College of Resources and Environment/International Magnesium Institute, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Aihua Sun
- College of Resources and Environment/International Magnesium Institute, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Qinyu Guo
- College of Resources and Environment/International Magnesium Institute, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Yuemin Wang
- Institute of Tobacco Sciences, Fujian Provincial Tobacco Monopoly Bureau, Fuzhou, China
| | - Zhenrui Huang
- Guangdong Provincial Key Laboratory of Crop Genetics and Improvement/Crops Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
| | - Wenqing Li
- Institute of Tobacco Sciences, Fujian Provincial Tobacco Monopoly Bureau, Fuzhou, China
| | - Chaoyuan Zheng
- College of Resources and Environment/International Magnesium Institute, Fujian Agriculture and Forestry University, Fuzhou, China
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Khan R, Ma X, Hussain Q, Chen K, Farooq S, Asim M, Ren X, Shah S, Shi Y. Transcriptome and anatomical studies reveal alterations in leaf thickness under long-term drought stress in tobacco. JOURNAL OF PLANT PHYSIOLOGY 2023; 281:153920. [PMID: 36680840 DOI: 10.1016/j.jplph.2023.153920] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/23/2022] [Revised: 01/07/2023] [Accepted: 01/09/2023] [Indexed: 06/17/2023]
Abstract
Drought is one of the foremost environmental factors that limit the growth of plants. Leaf thickness (LT) is an important quantitative trait in plant physiology. The experiment was carried out in a growth room and the plants were divided into two groups such as well-watered and drought-stressed. This work investigated leaf growth in terms of leaf surface growth and expansion rate, leaf stomata traits, LT, anticlinal growth, and leaf cell layers. The results showed that the leaf area and leaf surface expansion rate were decreased by drought stress (DS). Similarly, LT, anticlinal expansion rate, palisade and spongy tissue thickness, and their related expansion rates were also decreased at different days' time points (DTP) of DS. However, a steady increase was observed in the aforementioned parameters after 12 DTP of DS. The stomatal density increased while stomata size decreased at 3 DTP and 12 DTP (low leaf water potential and relative leaf water content at these time points) and vice versa at 24 DTP compared with the well-watered plants indicating adaptations in these traits in response to DS, and thus the leaf water status played a role in the regulation of leaf stomata traits. The cell length decreased in the upper epidermis, palisade and spongy tissues by DS up to 12 DTP led to lower LT while an increase was observed after 12 DTP that resulted in higher LT. The increase in the LT was supported by the upregulation of starch and sucrose metabolism, glycerolipid metabolism, protein processing in endoplasmic reticulum pathways at 18 DTP along with the differentially expressed genes induced that were related to cell wall remodeling (cellulose, expansin, xyloglucans) and cell expansion (auxin response factors and aquaporin). The results explain the response of leaf thickness to drought stress and show alterations in LT and leaf stomatal traits. This study might serve as a valuable source of gene information for functional studies and provide a theoretical basis to understand leaf growth in terms of leaf anatomy and leaf stomatal traits under drought stress.
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Affiliation(s)
- Rayyan Khan
- Key Laboratory of Tobacco Biology and Processing, Ministry of Agriculture and Rural Affairs, Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, 266101, China
| | - Xinghua Ma
- Key Laboratory of Tobacco Biology and Processing, Ministry of Agriculture and Rural Affairs, Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, 266101, China.
| | - Quaid Hussain
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, 666 Wusu Street, Hangzhou, 311300, China
| | - Keling Chen
- Key Laboratory of Tobacco Biology and Processing, Ministry of Agriculture and Rural Affairs, Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, 266101, China
| | - Saqib Farooq
- Guangxi Key Laboratory of Agric-Environment and Agric-Products Safety, Agricultural College of Guangxi University, Nanning, 530004, China
| | - Muhammad Asim
- Key Laboratory of Tobacco Biology and Processing, Ministry of Agriculture and Rural Affairs, Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, 266101, China
| | - Xiaochun Ren
- Key Laboratory of Tobacco Biology and Processing, Ministry of Agriculture and Rural Affairs, Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, 266101, China
| | - Shahen Shah
- Department of Agronomy, The University of Agriculture, Peshawar, 25130, Khyber Pakhtunkhwa, Pakistan
| | - Yi Shi
- Key Laboratory of Tobacco Biology and Processing, Ministry of Agriculture and Rural Affairs, Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, 266101, China.
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Ng CWW, So PS, Wong JTF, Lau SY. Intercropping of Pinellia ternata (herbal plant) with Sedum alfredii (Cd-hyperaccumulator) to reduce soil cadmium (Cd) absorption and improve yield. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2023; 318:120930. [PMID: 36565916 DOI: 10.1016/j.envpol.2022.120930] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 12/01/2022] [Accepted: 12/21/2022] [Indexed: 06/17/2023]
Abstract
Soil contamination by cadmium (Cd) is of global concern, threatening not only crop production, but also supply of herbal medicine. Research studies usually grow crops with Sedum alfredii (a Cd-hyperaccumulator). However, intercropping herbal plants with S. alfredii and their interactions with hydro-chemical properties of soil are rarely considered. This study examines the growth of a herbal plant, Pinellia ternata, intercropped with S. alfredii in Cd-contaminated soil. Plant characteristics were assessed, especially biomass and Cd content of bulbil (yield and quality of P. ternata). Soil hydro-chemical properties including water retention, Cd content and organic matter were determined with statistical analyses. At low soil-Cd contamination (0.6 μg/g), bulbil biomass of intercropped P. ternata (PSL) was almost double compared with monoculture of P. ternata (PL), which is barely significant (p ≈ 0.05). The corm biomass of PSL was also significantly greater than that of PL (p < 0.05). Although soil-Cd contamination became more severe by increasing to 3 μg/g, the bulbil biomass in the intercrop was not significantly different from PL (p > 0.05). That said, it is evidenced that the yield of intercropped P. ternata was improved in Cd-contaminated soil. Such improvement was mainly attributed to reduced soil-Cd content and enhanced soil-water retention which was governed by plant roots and soil organic matters. The soil-water retention was first identified as a critical parameter in promoting plant growth under intercropping. More importantly, the bulbil-Cd content of P. ternata in PSL was significantly reduced (p < 0.05). This study demonstrates that the newly proposed intercrop is feasible to improve yield of herbal plants, and at the same time reduce heavy metal absorption and accumulation in medicinal organs, especially for P. ternata. This is anticipated to reduce the human health risk imposed by ingestion of Chinese herbal plants.
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Affiliation(s)
- Charles Wang Wai Ng
- Department of Civil and Environmental Engineering, The Hong Kong University of Science and Technology, Hong Kong.
| | - Pui San So
- Department of Civil and Environmental Engineering, The Hong Kong University of Science and Technology, Hong Kong.
| | - James Tsz Fung Wong
- Department of Civil and Environmental Engineering, The Hong Kong University of Science and Technology, Hong Kong.
| | - Sze Yu Lau
- Department of Civil and Environmental Engineering, The Hong Kong University of Science and Technology, Hong Kong.
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Rahmat BPN, Octavianis G, Budiarto R, Jadid N, Widiastuti A, Matra DD, Ezura H, Mubarok S. SlIAA9 Mutation Maintains Photosynthetic Capabilities under Heat-Stress Conditions. PLANTS (BASEL, SWITZERLAND) 2023; 12:378. [PMID: 36679090 PMCID: PMC9867002 DOI: 10.3390/plants12020378] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 12/22/2022] [Accepted: 01/11/2023] [Indexed: 06/17/2023]
Abstract
Tomato is one of the most widely consumed horticultural products. However, tomato is very sensitive to changes in temperature. Daily average temperatures above 32 °C severely reduced tomato plant growth, development, and productivity. Therefore, climate change-induced global warming is a major threat to future tomato production. Good photosynthetic capability under heat stress conditions is known to be a major sign of heat tolerance. Tomato INDOLE-ACETIC-ACID (SlIAA9) is a transcriptional repressor in auxin signaling. SlIAA9 mutation caused heightened endogenous auxin response and biosynthesis within plant tissues. In this study, we studied the photosynthetic capability of iaa9-3 and iaa9-5 mutants under heat-stress conditions. We discovered that both iaa9-3 and iaa9-5 could maintain their photosynthetic capability after 14 days of heat treatment (>40 °C), differing from Wild Type-Micro-Tom (WT-MT) tomato. Both iaa9 mutants had higher net photosynthetic rate, stomatal conductance, leaf total chlorophyll, leaf carotenoids, Fv/Fm value, and lower leaf MDA than WT-MT. These results suggested that the SlIAA9 mutation benefits plant adaptation to heat stress.
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Affiliation(s)
- Bayu Pradana Nur Rahmat
- Master Program of Agronomy, Faculty of Agriculture, Universitas Padjadjaran, Sumedang 45363, Indonesia
| | - Grace Octavianis
- Under Graduate Program of Agrotechnology, Faculty of Agriculture, Universitas Padjadjaran, Sumedang 45363, Indonesia
| | - Rahmat Budiarto
- Department of Agronomy, Faculty of Agriculture, Universitas Padjadjaran, Sumedang 45363, Indonesia
| | - Nurul Jadid
- Department of Biology, Institut Teknologi Sepuluh Nopember, Surabaya 60111, Indonesia
| | - Ani Widiastuti
- Department of Plant Protection, Faculty of Agriculture, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia
| | - Deden Derajat Matra
- Department of Agronomy and Horticulture, Faculty of Agriculture, IPB University, Bogor 16680, Indonesia
| | - Hiroshi Ezura
- Faculty of Life and Environmental Sciences, University of Tsukuba, Tsukuba 305-8577, Japan
- Tsukuba Plant Innovation Research Center, University of Tsukuba, Tsukuba 305-8577, Japan
| | - Syariful Mubarok
- Department of Agronomy, Faculty of Agriculture, Universitas Padjadjaran, Sumedang 45363, Indonesia
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40
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Synthesis of rice straw biopolymers based hydrogels and their use as media for growth of monocot (wheat) and dicot (moong bean) plants. CHEMICAL PAPERS 2023. [DOI: 10.1007/s11696-022-02644-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
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Kiwuka C, Vos J, Douma JC, Musoli P, Mulumba JW, Poncet V, Anten NPR. Intraspecific variation in growth response to drought stress across geographic locations and genetic groups in Coffea canephora. Ecol Evol 2023; 13:e9715. [PMID: 36620399 PMCID: PMC9810788 DOI: 10.1002/ece3.9715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Revised: 12/15/2022] [Accepted: 12/19/2022] [Indexed: 01/05/2023] Open
Abstract
Uganda lies within the drier end of the natural distribution range of Coffea canephora and contains unexplored genetic material that could be drought-adapted and useful for developing climate-resilient varieties. Using water treatment: (i) ample and (ii) restricted-water, the response of 148 genotypes were studied comprising wild, feral and cultivated C. canephora. Biomass allocation, standing leaf area and leaf area growth data were collected. Linear mixed effect models and PCA were used to the analyze effect of water treatment on genotypes from different: (i) cultivation status, (ii) genetic groups and (iii) locations. We also assessed the relationship between drought tolerance for relative growth rate in leaf area (RGRA), total number of leaves (TNL), total leaf area (TLA) and total leaf dry weight (TLDW) of genotypes at final harvest. Restricted-water reduced RGRA across genetic groups (3.2-32.5%) and locations (7.1-36.7%) but not cultivation status. For TNL, TLA and TLDW, genotypes that performed well in ample-water performed worse under restricted-water, indicating growth-tolerance trade-off. Drought tolerance in RGRA and TNL were negatively correlated with wetness index suggesting some degree of adaptation to local climate. Findings indicate a growth-tolerance trade-off within this tropical tree species and drought tolerance of Uganda's C. canephora is somewhat associated with local climate.
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Affiliation(s)
- Catherine Kiwuka
- Centre for Crop Systems AnalysisWageningen UniversityWageningenThe Netherlands
- Plant Genetic Resources CentreNational Agricultural Research OrganizationEntebbeUganda
| | - Jan Vos
- Centre for Crop Systems AnalysisWageningen UniversityWageningenThe Netherlands
| | - Jacob C. Douma
- Centre for Crop Systems AnalysisWageningen UniversityWageningenThe Netherlands
| | - Pascal Musoli
- National Coffee Research InstituteNational Agricultural Research OrganizationMukonoUganda
| | - John W. Mulumba
- Plant Genetic Resources CentreNational Agricultural Research OrganizationEntebbeUganda
| | | | - Niels P. R. Anten
- Centre for Crop Systems AnalysisWageningen UniversityWageningenThe Netherlands
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Lu K, Wang X, Gong H, Yang D, Ye M, Fang Q, Zhang XY, Wu R. The genetic architecture of trait covariation in Populus euphratica, a desert tree. FRONTIERS IN PLANT SCIENCE 2023; 14:1149879. [PMID: 37089657 PMCID: PMC10113509 DOI: 10.3389/fpls.2023.1149879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 03/20/2023] [Indexed: 05/03/2023]
Abstract
Introduction The cooperative strategy of phenotypic traits during the growth of plants reflects how plants allocate photosynthesis products, which is the most favorable decision for them to optimize growth, survival, and reproduction response to changing environment. Up to now, we still know little about why plants make such decision from the perspective of biological genetic mechanisms. Methods In this study, we construct an analytical mapping framework to explore the genetic mechanism regulating the interaction of two complex traits. The framework describes the dynamic growth of two traits and their interaction as Differential Interaction Regulatory Equations (DIRE), then DIRE is embedded into QTL mapping model to identify the key quantitative trait loci (QTLs) that regulate this interaction and clarify the genetic effect, genetic contribution and genetic network structure of these key QTLs. Computer simulation experiment proves the reliability and practicability of our framework. Results In order to verify that our framework is universal and flexible, we applied it to two sets of data from Populus euphratica, namely, aboveground stem length - underground taproot length, underground root number - underground root length, which represent relationships of phenotypic traits in two spatial dimensions of plant architecture. The analytical result shows that our model is well applicable to datasets of two dimensions. Discussion Our model helps to better illustrate the cooperation-competition patterns between phenotypic traits, and understand the decisions that plants make in a specific environment that are most conducive to their growth from the genetic perspective.
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Affiliation(s)
- Kaiyan Lu
- College of Science, Beijing Forestry University, Beijing, China
| | - Xueshun Wang
- Department of Artificial Intelligence and Data Science, Guangzhou Xinhua University, Guangzhou, China
| | - Huiying Gong
- College of Biological Sciences and Technology, Center for Computational Biology, Beijing Forestry University, Beijing, China
| | - Dengcheng Yang
- College of Biological Sciences and Technology, Center for Computational Biology, Beijing Forestry University, Beijing, China
| | - Meixia Ye
- College of Biological Sciences and Technology, Center for Computational Biology, Beijing Forestry University, Beijing, China
| | - Qing Fang
- Faculty of Science, Yamagata University, Yamagata, Japan
| | - Xiao-Yu Zhang
- College of Science, Beijing Forestry University, Beijing, China
- *Correspondence: Xiao-Yu Zhang, ; Rongling Wu,
| | - Rongling Wu
- College of Biological Sciences and Technology, Center for Computational Biology, Beijing Forestry University, Beijing, China
- Yau Mathematical Sciences Center, Tsinghua University, Beijing, China
- *Correspondence: Xiao-Yu Zhang, ; Rongling Wu,
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Tufail MA, Ayyub M, Irfan M, Shakoor A, Chibani CM, Schmitz RA. Endophytic bacteria perform better than endophytic fungi in improving plant growth under drought stress: A meta-comparison spanning 12 years (2010-2021). PHYSIOLOGIA PLANTARUM 2022; 174:e13806. [PMID: 36271716 DOI: 10.1111/ppl.13806] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2022] [Revised: 09/30/2022] [Accepted: 10/20/2022] [Indexed: 06/16/2023]
Abstract
Drought stress is a serious issue that affects agricultural productivity all around the world. Several researchers have reported using plant growth-promoting endophytic bacteria to enhance the drought resistance of crops. However, how endophytic bacteria and endophytic fungi are effectively stimulating plant growth under drought stress is still largely unknown. In this article, a global meta-analysis was undertaken to compare the plant growth-promoting effects of bacterial and fungal endophytes and to identify the processes by which both types of endophytes stimulate plant growth under drought stress. Moreover, this meta-analysis enlightens how plant growth promotion varies across crop types (C3 vs. C4 and monocot vs. dicot), experiment types (in vitro vs. pots vs. field), and the inoculation methods (seed vs. seedling). Specifically, this research included 75 peer-reviewed publications, 170 experiments, 20 distinct bacterial genera, and eight fungal classes. On average, both endophytic bacterial and fungal inoculation increased plant dry and fresh biomass under drought stress. The effect of endophytic bacterial inoculation on plant dry biomass, shoot dry biomass, root length, photosynthetic rate, leaf area, and gibberellins productions were at least two times greater than that of fungal inoculation. In addition, under drought stress, bacterial inoculation increased the proline content of C4 plants. Overall, the findings of this meta-analysis indicate that both endophytic bacterial and fungal inoculation of plants is beneficial under drought conditions, but the extent of benefit is higher with endophytic bacteria inoculation but it varies across crop type, experiment type, and inoculation method.
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Affiliation(s)
| | - Muhaimen Ayyub
- Institute of Soil and Environmental Sciences, University of Agriculture, Faisalabad, Pakistan
| | - Muhammad Irfan
- Soil and Environmental Sciences Division, Nuclear Institute of Agriculture (NIA), Tandojam, Pakistan
| | - Awais Shakoor
- Teagasc, Environment, Soils, and Land-Use Department, Wexford, Ireland
| | | | - Ruth A Schmitz
- Institute for Microbiology, Christian-Albrechts-University Kiel, Kiel, Germany
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Liang S, Abd El Baki HM, An P, Fujimaki H. Determining Irrigation Volumes for Enhancing Profit and N Uptake Efficiency of Potato Using WASH_2D Model. AGRONOMY 2022; 12:2372. [DOI: 10.3390/agronomy12102372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/02/2023]
Abstract
Soaring food prices and the intensified scarcity of water resources put a new emphasis on efficient use of water in irrigation. Numerical models for water flow and crop growth can be used to predict crop water stress and make decisions on irrigation management. To this end, a new irrigation scheme was presented to determine the optimum irrigation depths using WASH_2D, a numerical model of water flow and solute transport in soils and crop growth. By using freely available quantitative weather forecasts and volumetric water price as input data to predict soil water flow and give the recommendation of irrigation depths which maximizes net income during each irrigation interval. Field experiments using potato were conducted for two-seasons in a sandy soil in Japan under three irrigation methods, i.e., using the simulation model named treatment “S” (to distinguish, named S1 in first season and S2 in second season), automatic irrigation method using soil moisture sensors named treatment “A”, and refilling irrigation management supplying 100% consumed water named treatment “R”. To compare S with other two treatments, S1 and A was conducted in the first season, then S2 and R was conducted in the second season. Results showed that S1 improved potato yield by 19%, and reduced water by 28%, resulting in an increased net income by 19% compared with A in the first season. There was no significant difference when compared with R in the second season, which was mainly due to the frequent rainfall during second growing season. In addition, S improved the nitrogen uptake efficiency (NUPE) by 39% and 11% compared with A and R, respectively. The simulated values of water content were in fair agreement with those measured in the root zone. In short, simulated irrigation method was effective in improving yield, saving water and increasing NUPE of potato compared with automatic and refilling irrigation methods in sandy field.
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45
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Huang W, Ding Y, Wang S, Song C, Wang F. Growth and Development Responses of the Rhizome-Root System in Pleioblastus pygmaeus to Light Intensity. PLANTS 2022; 11:plants11172204. [PMID: 36079587 PMCID: PMC9459886 DOI: 10.3390/plants11172204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 08/12/2022] [Accepted: 08/19/2022] [Indexed: 11/16/2022]
Abstract
Light, as a primary source of energy, directly or indirectly influences virtually all morphological modifications occurring in both shoots and roots. A pot experiment was conducted to assess the growth patterns of one-year-old Pleioblastus pygmaeus plants’ rhizome-root systems and their responses to different light intensities from 11 March to 26 December 2016. The experiment design scheme was 3.87% (L1), 11.25% (L2), 20.25% (L3), 38.76% (L4), 60.70% (L5), and 100% full sunlight (control CK). The results indicated that along the growing period from March to December, eight of the eleven studied parameters of the rhizome-root system showed significant variability and diverse growth patterns. In addition, light intensity is a key factor for determining P. pygmaeus plants’ rhizome and root growth. Specifically, the light intensity had a significant, positive, and linear/or almost linear impact on the number of old and new rhizomes, old rhizome length, new rhizome diameter, as well as the culm root diameter. A nonlinear and positive relationship was found between light intensity and the listed three parameters, i.e., new rhizome length, new rhizome internode length, and rhizome root length. The value of the above-mentioned three parameters significantly increased when affected from 0% to 40–60% of full sunlight and then gradually increased until 100% of full sunlight. The ratio of aboveground dry weight to underground dry weight (A/U ratio) showed a single peak curve with increasing light intensity and presented the highest value under ca. 55% full sunlight. Furthermore, 40% full sunlight (equal to an average light of 2232 lux) might be the threshold for P. pygmaeus rhizome-root system growth. When the light intensity was below 40%, the generalized additive models (GAMs) predicted value of most studied parameters decreased to lower than zero. In conclusion, current study provides a solid basis for understanding the dynamic growth and development of P. pygmaeus rhizome-root system, and its responses to different light conditions, which could be used as inputs to P. pygmaeus plant cultivation.
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Affiliation(s)
- Weiwei Huang
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, 159 Longpan Road, Nanjing 210037, China
- Bamboo Research Institute, Nanjing Forestry University, 159 Longpan Road, Nanjing 210037, China
- Department of Geosciences and Natural Resource Management, The University of Copenhagen, Rolighedsvej 23, DK-1958 Frederiksberg, Denmark
- Correspondence: ; Tel.: +86-25-8542-7231
| | - Yongyan Ding
- Bamboo Research Institute, Nanjing Forestry University, 159 Longpan Road, Nanjing 210037, China
- College of Biology and the Environment, Nanjing Forestry University, 159 Longpan Road, Nanjing 210037, China
| | - Shucong Wang
- Bamboo Research Institute, Nanjing Forestry University, 159 Longpan Road, Nanjing 210037, China
| | - Chao Song
- College of Field Engineering, Army Engineering University of PLA, 88 Houbiaoying Road, Nanjing 210001, China
| | - Fusheng Wang
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, 159 Longpan Road, Nanjing 210037, China
- Bamboo Research Institute, Nanjing Forestry University, 159 Longpan Road, Nanjing 210037, China
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Comparative and Correlation Analysis of Young and Mature Kaffir Lime (Citrus hystrix DC) Leaf Characteristics. INTERNATIONAL JOURNAL OF PLANT BIOLOGY 2022. [DOI: 10.3390/ijpb13030023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Kaffir lime is leaf-oriented minor citrus that required extra attention to study. This study aimed to (i) comparatively analyze the young and mature leaf morpho-ecophysiological characters; and (ii) perform a correlation analysis for revealing the relationship among the physiological characters. Plants were ten one-year-old kaffir lime trees cultured under full sun condition. Leaf size was measured by using a specific allometric model. The Li-6400XT portable photosynthesis system was used to observe the leaf ecophysiological characters. The statistical analysis revealed significant differences in leaf size and physiology as the effect of leaf age. A significant size enlargement in mature leaves was noticed, especially in terms of leaf length, area, and weight, of about 77%, 177%, and 196%, respectively. Young leaves experienced a significant improvement in photosynthetic rate and actual water use efficiency for about 39% and 53%, respectively. Additionally, a strong, significant, and positive correlation between leaf chlorophyll, carotenoid content, and photosynthetic rate was found in the present study. Further studies using a multi-omics approach may enrich the science between kaffir lime leaf maturation as the basis of agricultural modification practice.
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Andrei V, Ucoski GM, Pornrungroj C, Uswachoke C, Wang Q, Achilleos DS, Kasap H, Sokol KP, Jagt RA, Lu H, Lawson T, Wagner A, Pike SD, Wright DS, Hoye RLZ, MacManus-Driscoll JL, Joyce HJ, Friend RH, Reisner E. Floating perovskite-BiVO 4 devices for scalable solar fuel production. Nature 2022; 608:518-522. [PMID: 35978127 DOI: 10.1038/s41586-022-04978-6] [Citation(s) in RCA: 47] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Accepted: 06/14/2022] [Indexed: 11/09/2022]
Abstract
Photoelectrochemical (PEC) artificial leaves hold the potential to lower the costs of sustainable solar fuel production by integrating light harvesting and catalysis within one compact device. However, current deposition techniques limit their scalability1, whereas fragile and heavy bulk materials can affect their transport and deployment. Here we demonstrate the fabrication of lightweight artificial leaves by employing thin, flexible substrates and carbonaceous protection layers. Lead halide perovskite photocathodes deposited onto indium tin oxide-coated polyethylene terephthalate achieved an activity of 4,266 µmol H2 g-1 h-1 using a platinum catalyst, whereas photocathodes with a molecular Co catalyst for CO2 reduction attained a high CO:H2 selectivity of 7.2 under lower (0.1 sun) irradiation. The corresponding lightweight perovskite-BiVO4 PEC devices showed unassisted solar-to-fuel efficiencies of 0.58% (H2) and 0.053% (CO), respectively. Their potential for scalability is demonstrated by 100 cm2 stand-alone artificial leaves, which sustained a comparable performance and stability (of approximately 24 h) to their 1.7 cm2 counterparts. Bubbles formed under operation further enabled 30-100 mg cm-2 devices to float, while lightweight reactors facilitated gas collection during outdoor testing on a river. This leaf-like PEC device bridges the gulf in weight between traditional solar fuel approaches, showcasing activities per gram comparable to those of photocatalytic suspensions and plant leaves. The presented lightweight, floating systems may enable open-water applications, thus avoiding competition with land use.
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Affiliation(s)
- Virgil Andrei
- Yusuf Hamied Department of Chemistry, University of Cambridge, Cambridge, UK.,Optoelectronics Group, University of Cambridge, Cambridge, UK
| | - Geani M Ucoski
- Yusuf Hamied Department of Chemistry, University of Cambridge, Cambridge, UK
| | - Chanon Pornrungroj
- Yusuf Hamied Department of Chemistry, University of Cambridge, Cambridge, UK
| | - Chawit Uswachoke
- Electronic and Photonic Nanodevices, Department of Engineering, University of Cambridge, Cambridge, UK
| | - Qian Wang
- Yusuf Hamied Department of Chemistry, University of Cambridge, Cambridge, UK
| | - Demetra S Achilleos
- Yusuf Hamied Department of Chemistry, University of Cambridge, Cambridge, UK
| | - Hatice Kasap
- Yusuf Hamied Department of Chemistry, University of Cambridge, Cambridge, UK
| | - Katarzyna P Sokol
- Yusuf Hamied Department of Chemistry, University of Cambridge, Cambridge, UK
| | - Robert A Jagt
- Department of Materials Science and Metallurgy, University of Cambridge, Cambridge, UK
| | - Haijiao Lu
- Yusuf Hamied Department of Chemistry, University of Cambridge, Cambridge, UK
| | - Takashi Lawson
- Yusuf Hamied Department of Chemistry, University of Cambridge, Cambridge, UK
| | - Andreas Wagner
- Yusuf Hamied Department of Chemistry, University of Cambridge, Cambridge, UK
| | - Sebastian D Pike
- Yusuf Hamied Department of Chemistry, University of Cambridge, Cambridge, UK
| | - Dominic S Wright
- Yusuf Hamied Department of Chemistry, University of Cambridge, Cambridge, UK
| | - Robert L Z Hoye
- Optoelectronics Group, University of Cambridge, Cambridge, UK.,Department of Materials, Imperial College London, London, UK
| | | | - Hannah J Joyce
- Electronic and Photonic Nanodevices, Department of Engineering, University of Cambridge, Cambridge, UK
| | | | - Erwin Reisner
- Yusuf Hamied Department of Chemistry, University of Cambridge, Cambridge, UK.
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Ali MM, Anwar R, Malik AU, Khan AS, Ahmad S, Hussain Z, Hasan MU, Nasir M, Chen F. Plant Growth and Fruit Quality Response of Strawberry is Improved After Exogenous Application of 24-Epibrassinolide. JOURNAL OF PLANT GROWTH REGULATION 2022. [PMID: 0 DOI: 10.1007/s00344-021-10422-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
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49
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Planting Arrangement and Effects of Planting Density on Tropical Fruit Crops—A Review. HORTICULTURAE 2022. [DOI: 10.3390/horticulturae8060485] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
With the growing importance of fruits as valuable food resources, attention has been paid in recent years to enhance productivity and quality. Increasing productivity per unit area through agronomic management is one of the important strategies to increase the production of fruit crops. Keeping this view, this review was undertaken to improve understanding of the planting arrangement and the effect of planting density on productivity and quality of fruit crops. This review will thus provide updated and in-depth information about the influence of planting density on yield and fruit quality, which will also be useful for the growers, consumers, exporters, and processing industry. In fruit crops, the effect of plant density and planting arrangement is well documented. From the review, it is understood that yield per unit area is the product of fruit yield plant−1 and the number of plants per unit area. Fruit size increases with a decreasing planting density, while total yield increases with an increasing density at a certain level. However, fruit quality decreases with an increasing planting density.
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50
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Zhang D, Cai W, Zhang X, Li W, Zhou Y, Chen Y, Mi Q, Jin L, Xu L, Yu X, Li Y. Different pruning level effects on flowering period and chlorophyll fluorescence parameters of Loropetalum chinense var. rubrum. PeerJ 2022; 10:e13406. [PMID: 35573179 PMCID: PMC9104088 DOI: 10.7717/peerj.13406] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Accepted: 04/18/2022] [Indexed: 01/14/2023] Open
Abstract
"Pruning" is a simple and efficient way to control the flowering period, but it is rarely used in perennial woody ornamental plants. In this paper, Loropetalum chinense var. rubrum was pruned in different degrees, and the relationship between pruning intensity and flowering number, and flowering time and chlorophyll fluorescence parameters were compared. After statistics, it was found that pruning could advance blossoms of L. chinense var. rubrum; also, light and heavy cutting could both obtain a larger number of flowers. In addition, through correlation analysis, it was found that during the flowering period, the Rfd parameter of the unpruned treatment had a very significant positive correlation with the number of flowers FN, which was 0.81. In other pruning treatment groups, Rfd and FN also presented a certain positive correlation, indicating that the Rfd parameter can be used to predict the number of flowers during the flowering process of L. chinense var. rubrum. The research results provided a new idea for the regulation of the flowering period of L. chinense var. rubrum and other woody ornamental plants and laid the foundation for the diversified application of L. chinense var. rubrum.
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Affiliation(s)
- Damao Zhang
- Hunan Agricultural University, College of Horticulture, Changsha, Hunan, China,Engineering Research Center for Horticultural Crop Germplasm Creation and New Variety Breeding, Ministry of Education, Changsha, China,Hunan Mid-Subtropical Quality Plant Breeding and Utilization Engineering Technology Research Center, Changsha, China
| | - Wenqi Cai
- Hunan Agricultural University, College of Horticulture, Changsha, Hunan, China,Engineering Research Center for Horticultural Crop Germplasm Creation and New Variety Breeding, Ministry of Education, Changsha, China,Hunan Mid-Subtropical Quality Plant Breeding and Utilization Engineering Technology Research Center, Changsha, China
| | - Xia Zhang
- Hunan Agricultural University, College of Horticulture, Changsha, Hunan, China,Engineering Research Center for Horticultural Crop Germplasm Creation and New Variety Breeding, Ministry of Education, Changsha, China,Hunan Mid-Subtropical Quality Plant Breeding and Utilization Engineering Technology Research Center, Changsha, China
| | - Weidong Li
- Hunan Key Laboratory of Innovation and Comprehensive Utilization, Changsha, China
| | - Yi Zhou
- Hunan Agricultural University, College of Horticulture, Changsha, Hunan, China
| | - Yaqian Chen
- Hunan Agricultural University, College of Horticulture, Changsha, Hunan, China
| | - Qiulin Mi
- Hunan Agricultural University, College of Horticulture, Changsha, Hunan, China
| | - Lanting Jin
- Hunan Agricultural University, College of Oriental Science & Technology, Changsha, China
| | - Lu Xu
- Hunan Agricultural University, College of Horticulture, Changsha, Hunan, China,Engineering Research Center for Horticultural Crop Germplasm Creation and New Variety Breeding, Ministry of Education, Changsha, China,Hunan Mid-Subtropical Quality Plant Breeding and Utilization Engineering Technology Research Center, Changsha, China
| | - Xiaoying Yu
- Hunan Agricultural University, College of Horticulture, Changsha, Hunan, China,Engineering Research Center for Horticultural Crop Germplasm Creation and New Variety Breeding, Ministry of Education, Changsha, China,Hunan Mid-Subtropical Quality Plant Breeding and Utilization Engineering Technology Research Center, Changsha, China
| | - Yanlin Li
- Hunan Agricultural University, College of Horticulture, Changsha, Hunan, China,Engineering Research Center for Horticultural Crop Germplasm Creation and New Variety Breeding, Ministry of Education, Changsha, China,Hunan Mid-Subtropical Quality Plant Breeding and Utilization Engineering Technology Research Center, Changsha, China
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