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Hibbert LE, Qian Y, Smith HK, Milner S, Katz E, Kliebenstein DJ, Taylor G. Making watercress ( Nasturtium officinale) cropping sustainable: genomic insights into enhanced phosphorus use efficiency in an aquatic crop. FRONTIERS IN PLANT SCIENCE 2023; 14:1279823. [PMID: 38023842 PMCID: PMC10662076 DOI: 10.3389/fpls.2023.1279823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Accepted: 10/10/2023] [Indexed: 12/01/2023]
Abstract
Watercress (Nasturtium officinale) is a nutrient-dense salad crop with high antioxidant capacity and glucosinolate concentration and with the potential to contribute to nutrient security as a locally grown outdoor aquatic crop in northern temperate climates. However, phosphate-based fertilizers used to support plant growth contribute to the eutrophication of aquatic habitats, often pristine chalk streams, downstream of farms, increasing pressure to minimize fertilizer use and develop a more phosphorus-use efficient (PUE) crop. Here, we grew genetically distinct watercress lines selected from a bi-parental mapping population on a commercial watercress farm either without additional phosphorus (P-) or under a commercial phosphate-based fertilizer regime (P+), to decipher effects on morphology, nutritional profile, and the transcriptome. Watercress plants sustained shoot yield in P- conditions, through enhanced root biomass, but with shorter stems and smaller leaves. Glucosinolate concentration was not affected by P- conditions, but both antioxidant capacity and the concentration of sugars and starch in shoot tissue were enhanced. We identified two watercress breeding lines, with contrasting strategies for enhanced PUE: line 60, with highly plastic root systems and increased root growth in P-, and line 102, maintaining high yield irrespective of P supply, but less plastic. RNA-seq analysis revealed a suite of genes involved in cell membrane remodeling, root development, suberization, and phosphate transport as potential future breeding targets for enhanced PUE. We identified watercress gene targets for enhanced PUE for future biotechnological and breeding approaches enabling less fertilizer inputs and reduced environmental damage from watercress cultivation.
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Affiliation(s)
- Lauren E. Hibbert
- Department of Plant Sciences, University of California Davis, Davis, CA, United States
- School of Biological Sciences, University of Southampton, Hampshire, United Kingdom
| | - Yufei Qian
- Department of Plant Sciences, University of California Davis, Davis, CA, United States
| | | | | | - Ella Katz
- Department of Plant Sciences, University of California Davis, Davis, CA, United States
| | | | - Gail Taylor
- Department of Plant Sciences, University of California Davis, Davis, CA, United States
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Liu TJ, Zhang YJ, Agerbirk N, Wang HP, Wei XC, Song JP, He HJ, Zhao XZ, Zhang XH, Li XX. A high-density genetic map and QTL mapping of leaf traits and glucosinolates in Barbarea vulgaris. BMC Genomics 2019; 20:371. [PMID: 31088355 PMCID: PMC6518621 DOI: 10.1186/s12864-019-5769-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2018] [Accepted: 05/03/2019] [Indexed: 01/03/2023] Open
Abstract
Background Barbarea vulgaris is a wild cruciferous plant and include two distinct types: the G- and P-types named after their glabrous and pubescent leaves, respectively. The types differ significantly in resistance to a range of insects and diseases as well as glucosinolates and other chemical defenses. A high-density linkage map was needed for further progress to be made in the molecular research of this plant. Results We performed restriction site-associated DNA sequencing (RAD-Seq) on an F2 population generated from G- and P-type B. vulgaris. A total of 1545 SNP markers were mapped and ordered in eight linkage groups, which represents the highest density linkage map to date for the crucifer tribe Cardamineae. A total of 722 previously published genome contigs (50.2 Mb, 30% of the total length) can be anchored to this high density genetic map, an improvement compared to a previously published map (431 anchored contigs, 38.7 Mb, 23% of the assembly genome). Most of these (572 contigs, 31.2 Mb) were newly anchored to the map, representing a significant improvement. On the basis of the present high-density genetic map, 37 QTL were detected for eleven traits, each QTL explaining 2.9–71.3% of the phenotype variation. QTL of glucosinolates, leaf size and color traits were in most cases overlapping, possibly implying a functional connection. Conclusions This high-density linkage map and the QTL obtained in this study will be useful for further understanding of the genetic of the B. vulgaris and molecular basis of these traits, many of which are shared in the related crop watercress. Electronic supplementary material The online version of this article (10.1186/s12864-019-5769-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Tong-Jin Liu
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences; Key Laboratory of Biology and Genetic Improvement of Horticultural Crops, Ministry of Agriculture, Beijing, 100081, China
| | - You-Jun Zhang
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences; Key Laboratory of Biology and Genetic Improvement of Horticultural Crops, Ministry of Agriculture, Beijing, 100081, China
| | - Niels Agerbirk
- Copenhagen Plant Science Center and Department of Plant and Environmental Sciences, University of Copenhagen, Thorvaldsensvej 40, 1871, Frederiksberg C, Denmark
| | - Hai-Ping Wang
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences; Key Laboratory of Biology and Genetic Improvement of Horticultural Crops, Ministry of Agriculture, Beijing, 100081, China
| | - Xiao-Chun Wei
- Henan Academy of Agricultural Sciences, Institute of Horticulture, Zhengzhou, 450002, China
| | - Jiang-Ping Song
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences; Key Laboratory of Biology and Genetic Improvement of Horticultural Crops, Ministry of Agriculture, Beijing, 100081, China
| | - Hong-Ju He
- Vegetable Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing, 100097, China
| | - Xue-Zhi Zhao
- Vegetable Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing, 100097, China
| | - Xiao-Hui Zhang
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences; Key Laboratory of Biology and Genetic Improvement of Horticultural Crops, Ministry of Agriculture, Beijing, 100081, China.
| | - Xi-Xiang Li
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences; Key Laboratory of Biology and Genetic Improvement of Horticultural Crops, Ministry of Agriculture, Beijing, 100081, China.
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Lipid oxidation and changes in the phenolic profile of watercress (Nasturtium officinale L.) leaves during frying. JOURNAL OF FOOD MEASUREMENT AND CHARACTERIZATION 2018. [DOI: 10.1007/s11694-018-9885-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Gutiérrez-Velázquez MV, Almaraz-Abarca N, Herrera-Arrieta Y, Ávila-Reyes JA, González-Valdez LS, Torres-Ricario R, Uribe-Soto JN, Monreal-García HM. Comparison of the phenolic contents and epigenetic and genetic variability of wild and cultivated watercress ( Rorippa nasturtium var. aquaticum L.). ELECTRON J BIOTECHN 2018. [DOI: 10.1016/j.ejbt.2018.04.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
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Danafar H, Sharafi A, kheiri S, Kheiri Manjili H. Co -delivery of Sulforaphane and Curcumin with PEGylated Iron Oxide-Gold Core Shell Nanoparticles for Delivery to Breast Cancer Cell Line. IRANIAN JOURNAL OF PHARMACEUTICAL RESEARCH : IJPR 2018; 17:480-494. [PMID: 29881406 PMCID: PMC5985166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/05/2022]
Abstract
Co-delivery approach has been recommended to reduce the amount of each drug and to achieve the synergistic effect for cancer treatment. Curcumin (CUR) and sulforaphane (SF) have antitumor effects, but their application is limited because of their low water solubility and poor oral bioavailability. To improve the bioavailability and solubility of SF and CUR, we performed an innovative co-delivery of them with PEGylated gold coated Fe3O4 magnetic nanoparticles (PEGylated Fe3O4@Au NPs) to endorse SF and CUR maintenance as an effective and promising antitumor drugs. The structure of the synthesized nanocarriers evaluated by X-ray diffraction, transmission electron microscopy, scanning electron microscopy, vibrating sample magnetometer, dynamic light scattering and Fourier transform infrared spectroscopy. The results revealed that the zeta potential of CUR and SF-loaded NPs were about -15.4 mV and the average sizes were 80.57 nm. They were monodispersed (polydispersity index = 0.161 ± 0.016) in water with high drug-loading capacity and stability. CUR and SF were encapsulated into NPs with loading capacity of 17.32 ± 0.023% and 16.74 ± 0.015% and the entrapment efficiency of 83.72 ± 0.14% and 81.20 ± 0.18% respectively. The in-vitro study of SF and CUR loaded PEGylated Fe3O4@Au NPs on human breast adenocarcinoma cell line (MCF-7) confirmed that cytotoxicity of SF and CUR can enhance when they are loaded on PEGylated Fe3O4@Au NPs in comparison to free SF and CUR. The results of real-time PCR and flow cytometry shown that this combination can increase therapeutic effects of SF and CUR by apoptosis and necrosis induction as well as inhibiting of migration in MCF-7 cell line.
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Affiliation(s)
- Hossein Danafar
- Cancer Gene Therapy Research Center, Zanjan University of Medical Sciences, Zanjan, Iran.
| | - Ali Sharafi
- Cancer Gene Therapy Research Center, Zanjan University of Medical Sciences, Zanjan, Iran. ,Zanjan Pharmaceutical Biotechnology Research Center, Zanjan University of Medical Sciences, Zanjan, Iran.
| | - Shaghayegh kheiri
- Department ofAgricultural Manegement,Islamic Azad University, Abhar Branch, Zanjan, Iran.
| | - Hamidreza Kheiri Manjili
- Cancer Gene Therapy Research Center, Zanjan University of Medical Sciences, Zanjan, Iran. ,Zanjan Pharmaceutical Biotechnology Research Center, Zanjan University of Medical Sciences, Zanjan, Iran.,Corresponding author: E-mail:
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Vicente JG, Rothwell S, Holub EB, Studholme DJ. Pathogenic, phenotypic and molecular characterisation of Xanthomonas nasturtii sp. nov. and Xanthomonas floridensis sp. nov., new species of Xanthomonas associated with watercress production in Florida. Int J Syst Evol Microbiol 2017; 67:3645-3654. [PMID: 28840805 DOI: 10.1099/ijsem.0.002189] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
We describe two new species of the genus Xanthomonas, represented by yellow mucoid bacterial strains isolated from diseased leaves of watercress (Nasturtium officinale) produced in Florida, USA. One strain was pathogenic on watercress, but not in other species including a range of brassicas; other strains were not pathogenic in any of the tested plants. Data from Biolog carbon source utilization tests and nucleotide sequence data from 16S and gyrB loci suggested that both pathogenic and non-pathogenic strains were related to, yet distinct from, previously described Xanthomonas species. Multilocus sequence analysis and whole genome-wide comparisons of the average nucleotide identity (ANI) of genomes of two strains from watercress showed that these are distinct and share less than 95 % ANI with all other known species; the non-pathogenic strain WHRI 8848 is close to Xanthomonascassavae (ANI of 93.72 %) whilst the pathogenic strain WHRI 8853 is close to a large clade of species that includes Xanthomonasvesicatoria (ANI ≤90.25 %). Based on these results, we propose that both strains represent new Xanthomonas species named Xanthomonas floridensis sp. nov. (type strain WHRI 8848=ATCC TSD-60=ICMP 21312=LMG 29665=NCPPB 4601) and Xanthomonas nasturtii sp. nov. (type strain WHRI 8853=ATCC TSD-61=ICMP 21313=LMG 29666=NCPPB 4600), respectively. The presence of non-pathogenic Xanthomonas strains in watercress and their interaction with pathogenic strains needs to be further investigated. Although the importance of the new pathogenic species is yet to be determined, the bacterial disease that it causes constitutes a threat to watercress production and its distribution should be monitored.
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Affiliation(s)
- Joana G Vicente
- School of Life Sciences, The University of Warwick, Wellesbourne, Warwick CV35 9EF, UK
| | - Steve Rothwell
- Vitacress Ltd, Lower Link Farm, St. Mary Bourne, Andover, Hampshire SP11 6DB, UK
| | - Eric B Holub
- School of Life Sciences, The University of Warwick, Wellesbourne, Warwick CV35 9EF, UK
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Voutsina N, Payne AC, Hancock RD, Clarkson GJJ, Rothwell SD, Chapman MA, Taylor G. Characterization of the watercress (Nasturtium officinale R. Br.; Brassicaceae) transcriptome using RNASeq and identification of candidate genes for important phytonutrient traits linked to human health. BMC Genomics 2016; 17:378. [PMID: 27206485 PMCID: PMC4875719 DOI: 10.1186/s12864-016-2704-4] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2016] [Accepted: 05/05/2016] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Consuming watercress is thought to provide health benefits as a consequence of its phytonutrient composition. However, for watercress there are currently limited genetic resources underpinning breeding efforts for either yield or phytonutritional traits. In this paper, we use RNASeq data from twelve watercress accessions to characterize the transcriptome, perform candidate gene mining and conduct differential expression analysis for two key phytonutritional traits: antioxidant (AO) capacity and glucosinolate (GLS) content. RESULTS The watercress transcriptome was assembled to 80,800 transcripts (48,732 unigenes); 71 % of which were annotated based on orthology to Arabidopsis. Differential expression analysis comparing watercress accessions with 'high' and 'low' AO and GLS resulted in 145 and 94 differentially expressed loci for AO capacity and GLS respectively. Differentially expressed loci between high and low AO watercress were significantly enriched for genes involved in plant defence and response to stimuli, in line with the observation that AO are involved in plant stress-response. Differential expression between the high and low GLS watercress identified links to GLS regulation and also novel transcripts warranting further investigation. Additionally, we successfully identified watercress orthologs for Arabidopsis phenylpropanoid, GLS and shikimate biosynthesis pathway genes, and compiled a catalogue of polymorphic markers for future applications. CONCLUSIONS Our work describes the first transcriptome of watercress and establishes the foundation for further molecular study by providing valuable resources, including sequence data, annotated transcripts, candidate genes and markers.
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Affiliation(s)
- Nikol Voutsina
- Centre for Biological Sciences, University of Southampton, Southampton, SO17 1BJ, UK
| | - Adrienne C Payne
- Centre for Biological Sciences, University of Southampton, Southampton, SO17 1BJ, UK
| | - Robert D Hancock
- Cell and Molecular Sciences, The James Hutton Institute, Dundee, DD2 5DA, UK
| | - Graham J J Clarkson
- Vitacress Salads Ltd, Lower Link Farm, St Mary Bourne, Andover, SP11 6DB, UK
| | - Steve D Rothwell
- Vitacress Salads Ltd, Lower Link Farm, St Mary Bourne, Andover, SP11 6DB, UK
| | - Mark A Chapman
- Centre for Biological Sciences, University of Southampton, Southampton, SO17 1BJ, UK
| | - Gail Taylor
- Centre for Biological Sciences, University of Southampton, Southampton, SO17 1BJ, UK.
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