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Lee C, Harvey JT, Nagila A, Qin K, Leskovar DI. Thermotolerance of tomato plants grafted onto wild relative rootstocks. Front Plant Sci 2023; 14:1252456. [PMID: 38053760 PMCID: PMC10694270 DOI: 10.3389/fpls.2023.1252456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 11/01/2023] [Indexed: 12/07/2023]
Abstract
Heat stress is a major environmental constraint limiting tomato production. Tomato wild relatives Solanum pennellii and S. peruvianum are known for their drought tolerance but their heat stress responses have been less investigated, especially when used as rootstocks for grafting. This study aimed to evaluate the physiological and biochemical heat stress responses of tomato seedlings grafted onto a commercial 'Maxifort' and wild relative S. pennellii and S. peruvianum rootstocks. 'Celebrity' and 'Arkansas Traveler' tomato scion cultivars, previously characterized as heat-tolerant and heat-sensitive, respectively, were grafted onto the rootstocks or self-grafted as controls. Grafted seedlings were transplanted into 10-cm pots and placed in growth chambers set at high (38/30°C, day/night) and optimal (26/19°C) temperatures for 21 days during the vegetative stage. Under heat stress, S. peruvianum-grafted tomato seedlings had an increased leaf proline content and total non-enzymatic antioxidant capacity in both leaves and roots. Additionally, S. peruvianum-grafted plants showed more heat-tolerant responses, evidenced by their increase in multiple leaf antioxidant enzyme activities (superoxide dismutase, catalase and peroxidase) compared to self-grafted and 'Maxifort'-grafted plants. S. pennellii-grafted plants had similar or higher activities in all antioxidant enzymes than other treatments at optimal temperature conditions but significantly lower activities under heat stress conditions, an indication of heat sensitivity. Both S. pennellii and S. peruvianum-grafted plants had higher leaf chlorophyll content, chlorophyll fluorescence and net photosynthetic rate under heat stress, while their plant growth was significantly lower than self-grafted and 'Maxifort'-grafted plants possibly from graft incompatibility. Root abscisic acid (ABA) contents were higher in 'Maxifort' and S. peruvianum rootstocks, but no ABA-induced antioxidant activities were detected in either leaves or roots. In conclusion, the wild relative rootstock S. peruvianum was effective in enhancing the thermotolerance of scion tomato seedlings, showing potential as a breeding material for the introgression of heat-tolerant traits in interspecific tomato rootstocks.
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Affiliation(s)
| | | | | | | | - Daniel I. Leskovar
- Texas A&M AgriLife Research and Extension Center, Texas A&M University, Uvalde, TX, United States
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Dong X, Peng B, Sieckenius S, Raman R, Conley MM, Leskovar DI. Leaf water potential of field crops estimated using NDVI in ground-based remote sensing-opportunities to increase prediction precision. PeerJ 2021; 9:e12005. [PMID: 34466291 PMCID: PMC8380031 DOI: 10.7717/peerj.12005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 07/27/2021] [Indexed: 11/20/2022] Open
Abstract
Remote-sensing using normalized difference vegetation index (NDVI) has the potential of rapidly detecting the effect of water stress on field crops. However, this detection has typically been accomplished only after the stress effect led to significant changes in crop green biomass, leaf area index, angle and position, and few studies have attempted to estimate the uncertainties of the regression models. These have limited the informed interpretation of NDVI data in agricultural applications. We built a ground-based sensing cart and used it to calibrate the relationships between NDVI and leaf water potential (LWP) for wheat, corn, and cotton growing under field conditions. Both the methods of ordinary least-squares (OLS) and weighted least-squares (WLS) were employed in data analysis, and measurement errors in both LWP and NDVI were considered. We also used statistical resampling to test the effect of measurement errors of LWP on the uncertainties of model coefficients. Our data showed that obtaining a high value of the coefficient of determination did not guarantee a high prediction precision in the obtained regression models. Large prediction uncertainties were estimated for all three crops, and the regressions obtained were not always significant. The best models were obtained for cotton with a prediction uncertainty of 27%. We found that considering measurement errors for both LWP and NDVI led to reduced uncertainties in model coefficients. Also, reducing the sample size of LWP measurement led to significantly increased uncertainties in the coefficients of the linear models describing the LWP-NDVI relationship. Finally, potential strategies for reducing the uncertainty relative to the range of NDVI measurement are discussed.
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Affiliation(s)
- Xuejun Dong
- Texas A&M AgriLife Research and Extension Center at Uvalde, Uvalde, TX, United States
| | - Bin Peng
- Yancheng Institute of Technology, Yancheng City, Jiangsu, China
| | - Shane Sieckenius
- Texas A&M AgriLife Research and Extension Center at Uvalde, Uvalde, TX, United States
| | - Rahul Raman
- Texas A&M AgriLife Research and Extension Center at Uvalde, Uvalde, TX, United States.,Department of Soil and Crop Sciences, Texas A&M University, College Station, TX, United States
| | - Matthew M Conley
- USDA-ARS, U.S. Arid-Land Agricultural Research Center, Maricopa, AZ, United States
| | - Daniel I Leskovar
- Texas A&M AgriLife Research and Extension Center at Uvalde, Uvalde, TX, United States
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Djidonou D, Leskovar DI, Joshi M, Jifon J, Avila CA, Masabni J, Wallace RW, Crosby K. Stability of yield and its components in grafted tomato tested across multiple environments in Texas. Sci Rep 2020; 10:13535. [PMID: 32782333 PMCID: PMC7419296 DOI: 10.1038/s41598-020-70548-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2020] [Accepted: 07/16/2020] [Indexed: 11/21/2022] Open
Abstract
Grafting with vigorous rootstocks could offer tomato growers in Texas sustainable and efficient option to achieve reliable yield across a range of production systems and locations. Genotypes (G) of grafted and non-grafted tomato were grown in different environments (E) in the 2017 and 2018 spring seasons. The objectives of the study were to (i) evaluate the effects of production system and grafting on tomato yield traits, (ii) determine the size of genotypic and genotype by environment interaction (G × E) variance components, and (iii) evaluate the relative stability of tested genotypes for yield and its components across production environments. In 2017, genotypes were non-grafted 'TAMU Hot Ty' (TAM) and 'Tycoon' (TY) and each grafted on commercial tomato rootstocks 'Estamino' (TAM/ES, TY/ES) and 'Multifort' (TAM/MU, TY/MU) while in 2018, TAM and 'HM1823' (HM) were grafted on 'Estamino' (TAM/ES, HM/ES) and 'Multifort' (TAM/MU, HM/MU). Testing environments were high tunnel (HT) and open-field (OF) in Uvalde in 2017 while in 2018, these were HT and OF in Lubbock (LU-HT, LU-OF), Overton (OV-HT, OV-OF), Uvalde (UV-HT, UV-OF), and Weslaco (WE-HT, WE-OF). Total and marketable yields, fruit number per plant, and average fruit weight were significantly affected by E, G, and G × E interaction. Environmental component contributed 71-86% to the total variation for all these traits, while genotype explained 1.5-10.8%, and the contribution of G × E ranged between 4.3 to 6.7%. Estimation of the univariate statistic parameters and genotype plus genotype × environment (GGE) biplot analysis indicated that HM/MU and HM/ES were the most stable graft combination with the highest total and marketable yields, while TAM/ES was very unstable for yields across test environments. TAM/MU was stable but with yield lower than the grand mean. These results suggest that high tomato yields could be consistently achieved with grafted combination (HM/MU and HM/ES) especially under high tunnel production system across the regions of Texas.
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Affiliation(s)
- Desire Djidonou
- Texas A&M AgriLife Research, Texas A&M University, Uvalde, TX, 78801, USA
| | - Daniel I Leskovar
- Texas A&M AgriLife Research, Texas A&M University, Uvalde, TX, 78801, USA.
| | - Madhumita Joshi
- Texas A&M AgriLife Research, Texas A&M University, Uvalde, TX, 78801, USA
| | - John Jifon
- Texas A&M AgriLife Research, Texas A&M University, Weslaco, TX, 78596, USA
| | - Carlos A Avila
- Texas A&M AgriLife Research, Texas A&M University, Weslaco, TX, 78596, USA
| | - Joseph Masabni
- Texas A&M AgriLife Extension, Texas A&M University, Overton, TX, 7568, USA
| | - Russell W Wallace
- Texas A&M AgriLife Extension, Texas A&M University, Lubbock, TX, 79403, USA
| | - Kevin Crosby
- Department of Horticultural Sciences, Texas A&M University, College Station, TX, 77845, USA
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Singh D, Leskovar DI, Sharma SP, Sarao NK, Vashisht VK. Genetic diversity and interrelationship among Indian and exotic melons based on fruit morphology, quality components and microsatellite markers. Physiol Mol Biol Plants 2020; 26:985-1002. [PMID: 32377048 PMCID: PMC7196569 DOI: 10.1007/s12298-020-00814-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Revised: 03/16/2020] [Accepted: 04/07/2020] [Indexed: 05/19/2023]
Abstract
Seventy melon (Cucumis melo L.) accessions comprising of landraces, inbred lines, cultivars, wild relatives and exotic populations were characterized using fifteen fruit traits and 30 SSR markers. Overall, aim of this study was to investigate the genetic relatedness across origins, horticultural groups and accession categories. Significant differences were observed for days to first fruit maturity, fruit weight, fruits per vine, yield per plant, flesh thickness, fruit shape index, total soluble solids, β-carotene, ascorbic acid and titrable acidity. Twenty-four polymorphic SSRs detected 67 distinct alleles with moderate polymorphic information content (0.43) and genetic diversity (0.44). Observed heterozygosity (0.53) was higher than expected heterozygosity (0.48) which can be attributed to out-cross nature of melons. Neighbor joining tree based on SSRs diverged 70 accessions into six clusters independent of geographic sites of collections. Momordica and inodorus accessions formed distinct clusters, with some exceptions. Intermixing of landraces, modern cultivars and exotic accessions belonging to different taxa and geographic regions indicated genetic resemblance with each other. Hybridization among exotic and indigenous genetic resources can be utilized for genetic enhancement and introgression of new traits in modern melon cultivars.
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Affiliation(s)
- Dildar Singh
- Department of Vegetable Science, Punjab Agricultural University, Ludhiana, Punjab 141004 India
| | - Daniel I. Leskovar
- Texas A&M AgriLife Research Center, Texas A&M University, Uvalde, TX 78801 USA
| | - Sat Pal Sharma
- Department of Vegetable Science, Punjab Agricultural University, Ludhiana, Punjab 141004 India
| | - Navraj Kaur Sarao
- School of Agricultural Biotechnology, Punjab Agricultural University, Ludhiana, Punjab 141004 India
| | - V. K. Vashisht
- Department of Vegetable Science, Punjab Agricultural University, Ludhiana, Punjab 141004 India
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Bae H, Jayaprakasha G, Crosby K, Yoo KS, Leskovar DI, Jifon J, Patil BS. Ascorbic acid, capsaicinoid, and flavonoid aglycone concentrations as a function of fruit maturity stage in greenhouse-grown peppers. J Food Compost Anal 2014. [DOI: 10.1016/j.jfca.2013.11.009] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Leskovar DI, Cantamutto M, Marinangelli P, Gaido E. Comparison of direct-seeded, bareroot, and various tray seedling densities on growth dynamics and yield of long-day onion. ACTA ACUST UNITED AC 2004. [DOI: 10.1051/agro:2003059] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
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