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Souza Junior JPD, Prado RDM, Silva Campos CN, Sousa Junior GDS, Costa MG, de Pádua Teixeira S, Gratão PL. Silicon modulate the non-enzymatic antioxidant defence system and oxidative stress in a similar way as boron in boron-deficient cotton flowers. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2023; 197:107594. [PMID: 37001302 DOI: 10.1016/j.plaphy.2023.02.024] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 02/11/2023] [Accepted: 02/14/2023] [Indexed: 06/19/2023]
Abstract
Silicon (Si) application, especially via foliar application, may be promising to attenuate oxidative damage, as Si can improve the non-enzymatic antioxidant system of cotton flowers. However, studies that address the relationship between boron (B) and Si in cotton flowers are still scarce. Therefore, this paper aimed to evaluate the effect of silicon alone and added to the borate solution applied via foliar spray on the oxidative stress; proline, carotenoid, and phenol contents; and biomass production of cotton flowers grown under moderate B deficiency. The experiment was arranged in a completely randomized design with ten replicates and the following five treatments: control (cotton plants under boron deficiency); water application (without B and Si); boron application; silicon application; and B + Si. The application of B, Si, and B + Si reduced the malondialdehyde content in cotton petals by 45%, 48%, and 59%, respectively, and in cotton anthers by57%, 64%, and 67%, respectively. The dry matter of cotton petals in the respective treatments increased by 20%, 16%, 35%, and 44%, while the dry matter of cotton anthers increased by 40%, 24%, 48%, and 53%, respectively, compared to the treatment with water only. There was a strong relationship between B content and dry matter; Si content and the contents of phenols and proline; and carotenoid content and the contents of MDA and H2O2. B deficiency can induce oxidative stress specifically in the petals and anthers of cotton, with carotenoids being the main defense mechanism in flowers, while Si is capable of strongly activating defense mechanisms from phenol and proline. In conclusion, the development of organs related to reproduction is impaired by B deficiency. In addition, the foliar application of Si and B attenuates the effects of oxidative stress on the sepals and anthers of cotton, mainly favoring the development of cotton anthers.
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Affiliation(s)
- Jonas Pereira de Souza Junior
- São Paulo State University (Unesp), School of Agricultural and Veterinarian Sciences, Jaboticabal, Via de Acesso Prof. Paulo Donato Castellane s/n, Brazil.
| | - Renato de Mello Prado
- São Paulo State University (Unesp), School of Agricultural and Veterinarian Sciences, Jaboticabal, Via de Acesso Prof. Paulo Donato Castellane s/n, Brazil
| | - Cid Naudi Silva Campos
- Federal University of Mato Grosso Do Sul (UFMS), 79560-000, Rodovia MS 306, Km 105, Chapadão do Sul, Mato Grosso do Sul, Brazil
| | - Gilmar da Silveira Sousa Junior
- São Paulo State University (UNESP), Faculty of Agricultural and Veterinarian Sciences, Department of Biology, 14884900, Jaboticabal, Via de acesso Prof. Paulo Donato Castellane, São Paulo, Brazil
| | - Milton Garcia Costa
- São Paulo State University (Unesp), School of Agricultural and Veterinarian Sciences, Jaboticabal, Via de Acesso Prof. Paulo Donato Castellane s/n, Brazil
| | - Simone de Pádua Teixeira
- São Paulo University (USP), Scholl of Pharmaceutical Sciences of Ribeirão Preto, Department of Pharmaceutical Sciences, 05508-000, Ribeirão Preto, AV. Professor Lineu Prestes 580 Bloco 13(a), São Paulo, Brazil
| | - Priscila Lupino Gratão
- São Paulo State University (UNESP), Faculty of Agricultural and Veterinarian Sciences, Department of Biology, 14884900, Jaboticabal, Via de acesso Prof. Paulo Donato Castellane, São Paulo, Brazil
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de Souza Júnior JP, de M Prado R, Campos CNS, Sousa Junior GS, Oliveira KR, Cazetta JO, Gratão PL. Addition of silicon to boron foliar spray in cotton plants modulates the antioxidative system attenuating boron deficiency and toxicity. BMC PLANT BIOLOGY 2022; 22:338. [PMID: 35831782 PMCID: PMC9281171 DOI: 10.1186/s12870-022-03721-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Accepted: 06/30/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Boron (B) nutritional disorders, either deficiency or toxicity, may lead to an increase in reactive oxygen species production, causing damage to cells. Oxidative damage in leaves can be attenuated by supplying silicon (Si). The aim of this study was to assess the effect of increasing foliar B accumulation on cotton plants to determine whether adding Si to the spray solution promotes gains to correct deficiency and toxicity of this micronutrient by decreasing oxidative stress via synthetizing proline and glycine-betaine, thereby raising dry matter production. RESULTS B deficiency or toxicity increased H2O2 and MDA leaf concentration in cotton plants. H2O2 and MDA leaf concentration declined, with quadratic adjustment, as a function of increased leaf B accumulation. Proline and glycine-betaine leaf concentration increased under B-deficiency and B-toxicity. In addition, production of these nonenzymatic antioxidant compounds was greater in plants under toxicity, in relation to deficient plants. Adding Si to the B spray solution reduced H2O2 and MDA concentration in the plants under nutrient deficiency or toxicity. Si reduced H2O2, primarily in B-deficient plants. Si also increased proline and glycine-betaine concentration, mainly in plants under B toxicity. Dry matter production of B-deficient cotton plants increased up to an application of 1.2 g L- 1 of B. The critical B level in the spray solution for deficiency and toxicity was observed at a concentration of 0.5 and 1.9 g L- 1 of B, respectively, in the presence of Si, and 0.4 and 1.9 g L- 1 of B without it. In addition, the presence of Si in the B solution raised dry matter production in all B concentrations evaluated in this study. CONCLUSION Our findings demonstrated that adding Si to a B solution is important in the foliar spraying of cotton plants because it increases proline and glycine-betaine production and reduces H2O2 and MDA concentration, in addition to mitigating the oxidative stress in cotton plants under B deficiency or toxicity.
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Affiliation(s)
- Jonas P de Souza Júnior
- Faculty of Agricultural and Veterinarian Sciences. Department of Agricultural Production Sciences, São Paulo State University (UNESP), Jaboticabal, Via de acesso Prof. Paulo Donato Castellane, São Paulo, 14884900, Brazil.
| | - Renato de M Prado
- Faculty of Agricultural and Veterinarian Sciences. Department of Agricultural Production Sciences, São Paulo State University (UNESP), Jaboticabal, Via de acesso Prof. Paulo Donato Castellane, São Paulo, 14884900, Brazil
| | - Cid N S Campos
- Federal University of Mato Grosso Do Sul (UFMS), Rodovia MS 306, Km 105, Chapadão do Sul, Mato Grosso do Sul, 79560-000, Brazil
| | - Gilmar S Sousa Junior
- Faculty of Agricultural and Veterinarian Sciences. Department of Biology Applied to Agriculture, São Paulo State University (UNESP), Jaboticabal, Via de acesso Prof. Paulo Donato Castellane, São Paulo, 14884900, Brazil
| | - Kevein R Oliveira
- Institute of Plant Protection. Department of Integrated Plant Protection, Hungarian University of Agriculture and Life Sciences (MATE), Páter Károly utca. 1, Gödöllő, 2100, Hungary
| | - Jairo O Cazetta
- Faculty of Agricultural and Veterinarian Sciences. Department of Agricultural and Environmental Biotechnology, São Paulo State University (UNESP), Jaboticabal, Via de acesso Prof. Paulo Donato Castellane, São Paulo, 14884900, Brazil
| | - Priscila L Gratão
- Faculty of Agricultural and Veterinarian Sciences. Department of Biology Applied to Agriculture, São Paulo State University (UNESP), Jaboticabal, Via de acesso Prof. Paulo Donato Castellane, São Paulo, 14884900, Brazil
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Jiang S, Liu Y, Shu Y. Biochar and exogenous calcium assisted alleviation of Pb phytotoxicity in water spinach (Ipomoea aquatica Forsk) cultivated in Pb-spiked soil. ENVIRONMENTAL GEOCHEMISTRY AND HEALTH 2022; 44:207-219. [PMID: 34286390 DOI: 10.1007/s10653-021-00977-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/27/2020] [Accepted: 05/15/2021] [Indexed: 06/13/2023]
Abstract
The consumption of vegetables grown in Pb-polluted soils causes serious threats to human health around the globe. In this study, we evaluated the Pb toxicity alleviation in water spinach grown of pot experiments in Pb-spiked soil treated with biochar and exogenous calcium. The results showed that both biochar and exogenous calcium alleviated Pb stress in water spinach, which was mainly manifested on its improved soil health and increased growth and decreased Pb uptake. Incorporation of 3% biochar significantly reduced CaCl2 extracted Pb by 53.6% and decreased Pb accumulation in roots (67.1%) and shoots (80.8%). Our also findings indicated that Pb detoxification mechanism of biochar and exogenous calcium was totally different, while they can induce a synergistic impact on water spinach Pb stress alleviation. The combination of biochar and exogenous calcium in Pb-contaminated soil remediation may complement each other and reduce Pb entry into the human body through vegetables.
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Affiliation(s)
- Shaojun Jiang
- School of Environment, South China Normal University, Guangzhou, 510006, China
| | - Yuehong Liu
- School of Environment, South China Normal University, Guangzhou, 510006, China
| | - Yuehong Shu
- School of Environment, South China Normal University, Guangzhou, 510006, China.
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Moldes CA, Cantarelli MA, Heredia JZ, Camiña JM. Multivariate Analysis Reveals Different Responses of Antioxidant Defense in Wheat Plants Exposed to Arsenic (As) and Cadmium (Cd). CURR ANAL CHEM 2020. [DOI: 10.2174/1573411016666200324115218] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Background:
Multivariate analysis is a chemometric tool that has been little explored to
determine physiological status under heavy metal stress. Nevertheless, PCA has an unexplored potential
to determine the plant physiologic status and its modification under stress factors like heavy
metals.
Objectives:
This work aims to assess the physiological and biochemical effects and responses of
wheat plants under the different exposition of As and Cd using multivariate models.
Materials and Methods:
Wheat plants growing in a greenhouse were exposed to 0, 10 and 50 mg kg-1
soil of As and 0, 10 and 33 50 mg kg-1 soil of Cd until growth stage 5. After 56 days, wheat leaves
and roots were collected to determine dry weight, lipid peroxidation and the activity of three enzymes:
catalase, ascorbate peroxidase and guaiacol peroxidase. These measures were considered as
the variables of three performed multivariate models to determine physiological status.
Results:
Through the interpretation of score plot and loading plot in combination, it was possible to
determine that both As and Cd affect chlorophyll content and antioxidant response. However, a chlorophyll
decrease and a lipid peroxidation increase were observed together with an inhibition of antioxidant
response more accentuated in wheat plants exposed to As than those exposed to Cd.
Conclusions:
Multivariate analysis allows us to determine the differences between the physiological
behavior of both stressors, which turn this chemometric tools useful for the characterization of a
physiological response.
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Affiliation(s)
- Carlos A. Moldes
- Facultad de Ciencias Exactas y Naturales (UNLPam), Av. Uruguay 161 (6300) Santa Rosa, La Pampa, Argentina
| | - Miguel A. Cantarelli
- Facultad de Ciencias Exactas y Naturales (UNLPam), Av. Uruguay 161 (6300) Santa Rosa, La Pampa, Argentina
| | - Jorgelina Z. Heredia
- Facultad de Ciencias Exactas y Naturales (UNLPam), Av. Uruguay 161 (6300) Santa Rosa, La Pampa, Argentina
| | - José M. Camiña
- Facultad de Ciencias Exactas y Naturales (UNLPam), Av. Uruguay 161 (6300) Santa Rosa, La Pampa, Argentina
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Khan A, Khan AL, Imran M, Asaf S, Kim YH, Bilal S, Numan M, Al-Harrasi A, Al-Rawahi A, Lee IJ. Silicon-induced thermotolerance in Solanum lycopersicum L. via activation of antioxidant system, heat shock proteins, and endogenous phytohormones. BMC PLANT BIOLOGY 2020; 20:248. [PMID: 32493420 PMCID: PMC7268409 DOI: 10.1186/s12870-020-02456-7] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/07/2019] [Accepted: 05/21/2020] [Indexed: 05/08/2023]
Abstract
BACKGROUND Abiotic stresses (e.g., heat or limited water and nutrient availability) limit crop production worldwide. With the progression of climate change, the severity and variation of these stresses are expected to increase. Exogenous silicon (Si) has shown beneficial effects on plant growth; however, its role in combating the negative effects of heat stress and their underlying molecular dynamics are not fully understood. RESULTS Exogenous Si significantly mitigated the adverse impact of heat stress by improving tomato plant biomass, photosynthetic pigments, and relative water content. Si induced stress tolerance by decreasing the concentrations of superoxide anions and malondialdehyde, as well as mitigating oxidative stress by increasing the gene expression for antioxidant enzymes (peroxidases, catalases, ascorbate peroxidases, superoxide dismutases, and glutathione reductases) under stress conditions. This was attributed to increased Si uptake in the shoots via the upregulation of low silicon (SlLsi1 and SlLsi2) gene expression under heat stress. Interestingly, Si stimulated the expression and transcript accumulation of heat shock proteins by upregulating heat transcription factors (Hsfs) such as SlHsfA1a-b, SlHsfA2-A3, and SlHsfA7 in tomato plants under heat stress. On the other hand, defense and stress signaling-related endogenous phytohormones (salicylic acid [SA]/abscisic acid [ABA]) exhibited a decrease in their concentration and biosynthesis following Si application. Additionally, the mRNA and gene expression levels for SA (SlR1b1, SlPR-P2, SlICS, and SlPAL) and ABA (SlNCEDI) were downregulated after exposure to stress conditions. CONCLUSION Si treatment resulted in greater tolerance to abiotic stress conditions, exhibiting higher plant growth dynamics and molecular physiology by regulating the antioxidant defense system, SA/ABA signaling, and Hsfs during heat stress.
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Affiliation(s)
- Adil Khan
- Natural & Medical Sciences Research Center, University of Nizwa, Nizwa, 616, Oman
| | - Abdul Latif Khan
- Natural & Medical Sciences Research Center, University of Nizwa, Nizwa, 616, Oman.
| | - Muhammad Imran
- School of Applied Biosciences, Kyungpook National University, Daegu, 41566, South Korea
| | - Sajjad Asaf
- Natural & Medical Sciences Research Center, University of Nizwa, Nizwa, 616, Oman
| | - Yoon-Ha Kim
- School of Applied Biosciences, Kyungpook National University, Daegu, 41566, South Korea
| | - Saqib Bilal
- Natural & Medical Sciences Research Center, University of Nizwa, Nizwa, 616, Oman
| | - Muhammad Numan
- Natural & Medical Sciences Research Center, University of Nizwa, Nizwa, 616, Oman
| | - Ahmed Al-Harrasi
- Natural & Medical Sciences Research Center, University of Nizwa, Nizwa, 616, Oman.
| | - Ahmed Al-Rawahi
- Natural & Medical Sciences Research Center, University of Nizwa, Nizwa, 616, Oman
| | - In-Jung Lee
- School of Applied Biosciences, Kyungpook National University, Daegu, 41566, South Korea
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Hussain M, Khan TA, Yusuf M, Fariduddin Q. Silicon-mediated role of 24-epibrassinolide in wheat under high-temperature stress. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2019; 26:17163-17172. [PMID: 31001773 DOI: 10.1007/s11356-019-04938-0] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2018] [Accepted: 03/20/2019] [Indexed: 05/21/2023]
Abstract
High temperature poses a severe extortion to productivity of many crops like wheat. Therefore, well documented roles of brassinosteroid (BR) and silicon (Si) in terms of abiotic stress tolerance, the current study was designed to evaluate the response of wheat (Triticum aestivum L. Var. PBW-343) to 24-epibrassinolide (EBL) mediated by silicon grown under high temperature stress. At 10- and 12-day stage after sowing, the seedlings were administered Si (0.8 mM) through the sand, and the plants at 20, 22, or 24 days after sowing (DAS) were given EBL (0.01μM) through foliage. Plants were treated to high-temperature stress (35/28 or 40/35 °C), for 24 h with 12-h photoperiod in plant growth chamber at 25- and 26-day stage of growth. High temperatures cause significant reduction in growth performance and photosynthesis-related attributes at 35 days after sowing. However, antioxidant enzymes and proline content also augmented substantially with increasing temperature. BR and Si enhanced antioxidant activity and proline content, which was earlier increased by the high temperature. It is established that interaction of EBL and Si considerably improved the growth features, photosynthetic efficacy, and several biochemical traits under high-temperature stress through elevated antioxidant system and osmoprotectant.
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Affiliation(s)
- Muzaffer Hussain
- Plant Physiology and Biochemistry Section, Department of Botany, Aligarh Muslim University, Aligarh, 202002, India
| | - Tanveer Alam Khan
- Department of Physiology and Cell Biology, Leibniz Institute of Plant Genetics and Crop Plant Research, Gatersleben, Germany
| | - Mohammad Yusuf
- Biology Department, College of Science, United Arab Emirates University, Al Ain, United Arab Emirates
| | - Qazi Fariduddin
- Plant Physiology and Biochemistry Section, Department of Botany, Aligarh Muslim University, Aligarh, 202002, India.
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Moldes CA, Cantarelli MA, Camiña JM, Tsai SM, Azevedo RA. Changes in Amino Acid Profile in Roots of Glyphosate Resistant and Susceptible Soybean (Glycine max) Induced by Foliar Glyphosate Application. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2017; 65:8823-8828. [PMID: 28920676 DOI: 10.1021/acs.jafc.7b03676] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Amino acid profiles are useful to analyze the responses to glyphosate in susceptible and resistant soybean lines. Comparisons of profiles for 10 amino acids (Asp, Asn, Glu, Gln, Ser, His, Gly, Thr, Tyr, Leu) by HPLC in soybean roots were performed in two near isogenic pairs (four varieties). Foliar application of glyphosate was made to soybean plants after 5 weeks of seeding. Roots of four varieties were collected at 0 and 72 h after glyphosate application (AGA) for amino acid analysis by HPLC. Univariate analysis showed a significant increase of several amino acids in susceptible as well as resistant soybean lines; however, amino acids from the major pathways of carbon (C) and nitrogen (N) metabolism, such as Asp, Asn, Glu and Gln, and Ser, increased significantly in susceptible varieties at 72 h AGA. Multivariate analysis using principal component analysis (2D PCA and 3D PCA) allowed different groups to be identified and discriminated based on the soybean genetic origin, showing the amino acid responses on susceptible and resistant varieties. Based on the results, it is possible to infer that the increase of Asn, Asp, Glu, Gln, and Ser in susceptible varieties would be related to the deregulation of C and N metabolism, as well as changes in the growth mechanisms regulated by Ser.
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Affiliation(s)
- Carlos Alberto Moldes
- Facultad de Ciencias Exactas y Naturales, Universidad Nacional de La Pampa , Avenida Uruguay 151, CP 6300, Santa Rosa, La Pampa, Argentina
- Instituto de las Ciencias de la Tierra y Ambientales de La Pampa (INCITAP) , Avenida Uruguay 151, CP 6300, Santa Rosa, La Pampa, Argentina
| | - Miguel Angel Cantarelli
- Facultad de Ciencias Exactas y Naturales, Universidad Nacional de La Pampa , Avenida Uruguay 151, CP 6300, Santa Rosa, La Pampa, Argentina
| | - José Manuel Camiña
- Facultad de Ciencias Exactas y Naturales, Universidad Nacional de La Pampa , Avenida Uruguay 151, CP 6300, Santa Rosa, La Pampa, Argentina
- Instituto de las Ciencias de la Tierra y Ambientales de La Pampa (INCITAP) , Avenida Uruguay 151, CP 6300, Santa Rosa, La Pampa, Argentina
| | - Siu Mui Tsai
- Centro de Energia Nuclear na Agricultura, Universidade de São Paulo , Avenida Centenário 303, CEP 13400-970, Piracicaba, São Paulo, Brazil
| | - Ricardo Antunes Azevedo
- Departamento de Genética, Escola Superior de Agricultura "Luiz de Queiroz", Universidade de São Paulo , Avenida Pádua Dias, 11, CEP 13418-900, Piracicaba, São Paulo, Brazil
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Sahebi M, Hanafi MM, Rafii MY, Azizi P, Abiri R, Kalhori N, Atabaki N. Screening and Expression of a Silicon Transporter Gene (Lsi1) in Wild-Type Indica Rice Cultivars. BIOMED RESEARCH INTERNATIONAL 2017; 2017:9064129. [PMID: 28191468 PMCID: PMC5278198 DOI: 10.1155/2017/9064129] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/09/2016] [Accepted: 12/14/2016] [Indexed: 01/24/2023]
Abstract
Silicon (Si) is one of the most prevalent elements in the soil. It is beneficial for plant growth and development, and it contributes to plant defense against different stresses. The Lsi1 gene encodes a Si transporter that was identified in a mutant Japonica rice variety. This gene was not identified in fourteen Malaysian rice varieties during screening. Then, a mutant version of Lsi1 was substituted for the native version in the three most common Malaysian rice varieties, MR219, MR220, and MR276, to evaluate the function of the transgene. Real-time PCR was used to explore the differential expression of Lsi1 in the three transgenic rice varieties. Silicon concentrations in the roots and leaves of transgenic plants were significantly higher than in wild-type plants. Transgenic varieties showed significant increases in the activities of the enzymes SOD, POD, APX, and CAT; photosynthesis; and chlorophyll content; however, the highest chlorophyll A and B levels were observed in transgenic MR276. Transgenic varieties have shown a stronger root and leaf structure, as well as hairier roots, compared to the wild-type plants. This suggests that Lsi1 plays a key role in rice, increasing the absorption and accumulation of Si, then alters antioxidant activities, and improves morphological properties.
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Affiliation(s)
- Mahbod Sahebi
- Laboratory of Climate-Smart Food Crop Production, Institute of Tropical Agriculture and Food Security, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia
| | - Mohamed M. Hanafi
- Laboratory of Climate-Smart Food Crop Production, Institute of Tropical Agriculture and Food Security, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia
- Department of Land Management, Faculty of Agriculture, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia
- Laboratory of Plantation Science and Technology, Institute of Plantation Studies, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia
| | - M. Y. Rafii
- Laboratory of Climate-Smart Food Crop Production, Institute of Tropical Agriculture and Food Security, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia
| | - Parisa Azizi
- Department of Crop Science, Faculty of Agriculture, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia
| | - Rambod Abiri
- Department of Biochemistry, Faculty of Biotechnology and Biomolecular Sciences, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia
| | - Nahid Kalhori
- Department of Biology, Faculty of Science, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia
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