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Chen H, Chen J, Zhai R, Lavelle D, Jia Y, Tang Q, Zhu T, Wang M, Geng Z, Zhu J, Feng H, An J, Liu J, Li W, Deng S, Wang W, Zhang W, Zhang X, Luo G, Wang X, Sahu SK, Liu H, Michelmore R, Yang W, Wei T, Kuang H. Dissecting the genetic architecture of key agronomic traits in lettuce using a MAGIC population. Genome Biol 2025; 26:67. [PMID: 40122830 PMCID: PMC11930014 DOI: 10.1186/s13059-025-03541-6] [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: 10/04/2024] [Accepted: 03/11/2025] [Indexed: 03/25/2025] Open
Abstract
BACKGROUND Lettuce is a globally important leafy vegetable that exhibits diverse horticultural types and strong population structure, which complicates genetic analyses. To address this challenge, we develop the first multi-parent, advanced generation inter-cross (MAGIC) population for lettuce using 16 diverse founder lines. RESULTS Whole-genome sequencing of the 16 founder lines and 381 inbred progeny reveal minimal population structure, enabling informative genome-wide association studies (GWAS). GWAS of the lettuce MAGIC population identifies numerous loci associated with key agricultural traits, including 51 for flowering time, 11 for leaf color, and 5 for leaf shape. Notably, loss-of-function mutations in the LsphyB and LsphyC genes, encoding phytochromes B and C, dramatically delay flowering in lettuce, which is in striking contrast to many other plant species. This unexpected finding highlights the unique genetic architecture controlling flowering time in lettuce. The wild-type LsTCP4 gene plays critical roles in leaf flatness and its expression level is negatively correlated with leaf curvature. Additionally, a novel zinc finger protein (ZFP) gene is required for the development of lobed leaves; a point mutation leads to its loss of function and consequently converted lobed leaves to non-lobed leaves, as exhibited by most lettuce cultivars. CONCLUSIONS The MAGIC population's lack of structure and high mapping resolution enables the efficient dissection of complex traits. The identified loci and candidate genes provide significant genetic resources for improving agronomic performance and leaf quality in lettuce.
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Affiliation(s)
- Hongyun Chen
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops; Hubei Hongshan Laboratory, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
- BGI Research, Wuhan, 430074, China
- State Key Laboratory of Genome and Multi-Omics Technologies, BGI Research, Shenzhen, 518083, China
| | - Jiongjiong Chen
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops; Hubei Hongshan Laboratory, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
| | - Ruifang Zhai
- College of Informatics, Huazhong Agricultural University, Wuhan, 430070, China
| | - Dean Lavelle
- Genome Center and Department of Plant Sciences, University of California, Davis, CA, 95616, USA
| | - Yue Jia
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops; Hubei Hongshan Laboratory, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
| | - Qiwei Tang
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops; Hubei Hongshan Laboratory, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
| | - Ting Zhu
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops; Hubei Hongshan Laboratory, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
| | - Menglu Wang
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops; Hubei Hongshan Laboratory, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
| | - Zedong Geng
- National Key Laboratory of Crop Genetic Improvement, National Center of Plant Gene Research, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, China
| | - Jianzhong Zhu
- College of Informatics, Huazhong Agricultural University, Wuhan, 430070, China
| | - Hui Feng
- College of Informatics, Huazhong Agricultural University, Wuhan, 430070, China
| | - Junru An
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops; Hubei Hongshan Laboratory, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
| | - Jiansheng Liu
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops; Hubei Hongshan Laboratory, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
| | - Weibo Li
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops; Hubei Hongshan Laboratory, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
| | | | | | - Weiyi Zhang
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops; Hubei Hongshan Laboratory, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
| | - Xiaoyan Zhang
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops; Hubei Hongshan Laboratory, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
| | - Guangbao Luo
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops; Hubei Hongshan Laboratory, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
| | - Xin Wang
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops; Hubei Hongshan Laboratory, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
| | - Sunil Kumar Sahu
- BGI Research, Wuhan, 430074, China
- State Key Laboratory of Genome and Multi-Omics Technologies, BGI Research, Shenzhen, 518083, China
| | - Huan Liu
- State Key Laboratory of Genome and Multi-Omics Technologies, BGI Research, Shenzhen, 518083, China
| | - Richard Michelmore
- Genome Center and Department of Plant Sciences, University of California, Davis, CA, 95616, USA
| | - Wanneng Yang
- National Key Laboratory of Crop Genetic Improvement, National Center of Plant Gene Research, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, China.
| | - Tong Wei
- BGI Research, Wuhan, 430074, China.
- State Key Laboratory of Genome and Multi-Omics Technologies, BGI Research, Shenzhen, 518083, China.
- Key Laboratory of Genomics, Ministry of Agriculture, BGI Research, Shenzhen, 518083, China.
- Guangdong Provincial Key Laboratory of Core Collection of Crop Genetic Resources Research and Application, BGI Research, Shenzhen, 518083, China.
| | - Hanhui Kuang
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops; Hubei Hongshan Laboratory, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China.
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Anum H, Li K, Tabusam J, Saleh SAA, Cheng RF, Tong YX. Regulation of anthocyanin synthesis in red lettuce in plant factory conditions: A review. Food Chem 2024; 458:140111. [PMID: 38968716 DOI: 10.1016/j.foodchem.2024.140111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Revised: 06/02/2024] [Accepted: 06/12/2024] [Indexed: 07/07/2024]
Abstract
Anthocyanins, natural pigments known for their vibrant hues and beneficial properties, undergo intricate genetic control. However, red vegetables grown in plant factories frequently exhibit reduced anthocyanin synthesis compared to those in open fields due to factors like inadequate light, temperature, humidity, and nutrient availability. Comprehending these factors is essential for optimizing plant factory environments to enhance anthocyanin synthesis. This review insights the impact of physiological and genetic factors on the production of anthocyanins in red lettuce grown under controlled conditions. Further, we aim to gain a better understanding of the mechanisms involved in both synthesis and degradation of anthocyanins. Moreover, this review summarizes the identified regulators of anthocyanin synthesis in lettuce, addressing the gap in knowledge on controlling anthocyanin production in plant factories, with potential implications for various crops beyond red lettuce.
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Affiliation(s)
- Hadiqa Anum
- Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing, China; Key Laboratory of Energy Conservation and Waste Management of Agricultural Structures, Ministry of Agriculture, Beijing, China
| | - Kun Li
- Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing, China; Key Laboratory of Energy Conservation and Waste Management of Agricultural Structures, Ministry of Agriculture, Beijing, China
| | - Javaria Tabusam
- National Key Laboratory of Cotton Bio-Breeding and Integration Utilization, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang 455000, Henan, China
| | - Said Abdelhalim Abdelaty Saleh
- Horticultural Crops Technology Department, Agricultural & Biological Research Institute, National Research Centre, Giza, Egypt
| | - Rui-Feng Cheng
- Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing, China; Key Laboratory of Energy Conservation and Waste Management of Agricultural Structures, Ministry of Agriculture, Beijing, China.
| | - Yu-Xin Tong
- Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing, China; Key Laboratory of Energy Conservation and Waste Management of Agricultural Structures, Ministry of Agriculture, Beijing, China.
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3
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Li S, Wang G, Zhao J, Ou P, Yao Q, Wang W. Ultrasound-Assisted Extraction of Phenolic Compounds from Celtuce ( Lactuca sativa var. augustana) Leaves Using Natural Deep Eutectic Solvents (NADES): Process Optimization and Extraction Mechanism Research. Molecules 2024; 29:2385. [PMID: 38792246 PMCID: PMC11124495 DOI: 10.3390/molecules29102385] [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: 04/23/2024] [Revised: 05/15/2024] [Accepted: 05/16/2024] [Indexed: 05/26/2024] Open
Abstract
Natural deep eutectic solvents (NADESs), as emerging green solvents, can efficiently extract natural products from natural resources. However, studies on the extraction of phenolic compounds from celtuce (Lactuca sativa var. augustana) leaves (CLs) by NADESs are still lacking. This study screened the NADES L-proline-lactic acid (Pr-LA), combined it with ultrasound-assisted extraction (UAE) to extract phenolic compounds from CLs, and conducted a comparative study on the extraction effect with traditional extraction solvents. Both SEM and FT-IR confirmed that Pr-LA can enhance the degree of fragmentation of cell structures and improve the extraction rate of phenolic compounds. Molecular dynamics simulation results show that Pr-LA can improve the solubility of phenolic compounds and has stronger hydrogen bonds and van der Waals interactions with phenolic compounds. Single-factor and Box-Behnken experiments optimized the process parameters for the extraction of phenolic compounds from CLs. The second-order kinetic model describes the extraction process of phenolic compounds from CLs under optimal process parameters and provides theoretical guidance for actual industrial production. This study not only provides an efficient and green method for extracting phenolic compounds from CLs but also clarifies the mechanism of improved extraction efficiency, which provides a basis for research on the NADES extraction mechanism.
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Affiliation(s)
- Shanshan Li
- School of Perfume & Aroma and Cosmetics, Shanghai Institute of Technology, Shanghai 201418, China; (S.L.); (G.W.); (J.Z.); (P.O.)
| | - Guangyu Wang
- School of Perfume & Aroma and Cosmetics, Shanghai Institute of Technology, Shanghai 201418, China; (S.L.); (G.W.); (J.Z.); (P.O.)
| | - Junjie Zhao
- School of Perfume & Aroma and Cosmetics, Shanghai Institute of Technology, Shanghai 201418, China; (S.L.); (G.W.); (J.Z.); (P.O.)
| | - Penghui Ou
- School of Perfume & Aroma and Cosmetics, Shanghai Institute of Technology, Shanghai 201418, China; (S.L.); (G.W.); (J.Z.); (P.O.)
| | - Qingping Yao
- Institute of Mechanobiology & Medical Engineering, School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China;
| | - Wei Wang
- School of Perfume & Aroma and Cosmetics, Shanghai Institute of Technology, Shanghai 201418, China; (S.L.); (G.W.); (J.Z.); (P.O.)
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4
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Cho E, Gurdon C, Zhao R, Peng H, Poulev A, Raskin I, Simko I. Phytochemical and Agronomic Characterization of High-Flavonoid Lettuce Lines Grown under Field Conditions. PLANTS (BASEL, SWITZERLAND) 2023; 12:3467. [PMID: 37836207 PMCID: PMC10574981 DOI: 10.3390/plants12193467] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 09/28/2023] [Accepted: 09/30/2023] [Indexed: 10/15/2023]
Abstract
Flavonoids are antioxidant phytochemicals that confer a beneficial effect on human health. We have previously developed and characterized eight lettuce (Latuca sativa L.) lines that accumulated high levels of diverse flavonoids and their precursors in controlled environment conditions. Three Rutgers Scarlet lettuce (RSL) lines selected in tissue culture for deep-red color (RSL-NAR, RSL-NBR, RSL-NFR) accumulate anthocyanins and quercetin, three lines identified in a chemically mutagenized red lettuce population accumulate kaempferol (KfoA and KfoB) or naringenin chalcone (Nco), and two lines that were spontaneous green mutants derived from the red line RSL-NAR (GSL, GSL-DG) accumulate quercetin. These eight lines were field-grown in the Salinas Valley of California for four years together with seven control accessions of varying colors (light green, dark green, red, and dark red). At market maturity, a substantial variation in plant composition was observed, but the three RSL lines consistently accumulated high levels of cyanidin, GSL and GSL-DG accumulated the highest levels of quercetin, KfoA and KfoB accumulated kaempferol, and Nco amassed naringenin chalcone, confirming that these mutant lines produce high levels of beneficial phytochemicals under field conditions. Mutant lines and control accessions were also assessed for their biomass production (plant weight, height, and width), overall content of pigments (leaf chlorophyll and anthocyanins), resistance to diseases (downy mildew, lettuce drop, and Impatiens necrotic spot virus), postharvest quality of processed tissue (deterioration and enzymatic discoloration), and composition of 23 mineral elements. All but one mutant line had a fresh plant weight at harvest comparable to commercial leaf cultivars; only Nco plants were significantly (p < 0.05) smaller. Therefore, except for Nco, the new, flavonoid hyperaccumulating lines can be considered for field cultivation.
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Affiliation(s)
- Eunjin Cho
- Department of Plant Biology, Rutgers University, New Brunswick, NJ 08901, USA; (E.C.); (C.G.); (A.P.); (I.R.)
| | - Csanad Gurdon
- Department of Plant Biology, Rutgers University, New Brunswick, NJ 08901, USA; (E.C.); (C.G.); (A.P.); (I.R.)
| | - Rebecca Zhao
- Crop Improvement and Protection Research Unit, US Department of Agriculture, Agricultural Research Service, Salinas, CA 93905, USA;
| | - Hui Peng
- Everglades Research and Education Center–Horticultural Sciences Department, University of Florida, Belle Glade, FL 33430, USA;
| | - Alexander Poulev
- Department of Plant Biology, Rutgers University, New Brunswick, NJ 08901, USA; (E.C.); (C.G.); (A.P.); (I.R.)
| | - Ilya Raskin
- Department of Plant Biology, Rutgers University, New Brunswick, NJ 08901, USA; (E.C.); (C.G.); (A.P.); (I.R.)
| | - Ivan Simko
- Crop Improvement and Protection Research Unit, US Department of Agriculture, Agricultural Research Service, Salinas, CA 93905, USA;
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5
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Peng H, Simko I. Extending lettuce shelf life through integrated technologies. Curr Opin Biotechnol 2023; 81:102951. [PMID: 37182322 DOI: 10.1016/j.copbio.2023.102951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 04/16/2023] [Accepted: 04/17/2023] [Indexed: 05/16/2023]
Abstract
Lettuce, a leafy vegetable used in cuisines worldwide, is a highly perishable product sensitive to postharvest losses caused by biotic and abiotic factors. The existing technologies and approaches used during plant cultivation, harvest, processing, transportation, and storage can limit the postharvest issues, but further improvements are needed to meet a growing demand for excellent product appearance, combined with superb quality, biosafety, and low economic and environmental cost. This review summarizes our current understanding of lettuce postharvest physiology and genetics with focus on enzymatic discoloration of wounded surfaces and rapid tissue deterioration. Discussed are existing and emerging integrated technologies and approaches that can facilitate achieving outstanding postharvest quality of lettuce products.
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Affiliation(s)
- Hui Peng
- Everglades Research and Education Center - Horticultural Sciences Department, University of Florida, Belle Glade, FL 95616, USA
| | - Ivan Simko
- U.S. Department of Agriculture, Agricultural Research Service, Crop Improvement and Protection Research Unit, Salinas, CA 93905, USA.
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6
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Guo Z, Li B, Du J, Shen F, Zhao Y, Deng Y, Kuang Z, Tao Y, Wan M, Lu X, Wang D, Wang Y, Han Y, Wei J, Li L, Guo X, Zhao C, Yang X. LettuceGDB: The community database for lettuce genetics and omics. PLANT COMMUNICATIONS 2023; 4:100425. [PMID: 35964156 PMCID: PMC9860171 DOI: 10.1016/j.xplc.2022.100425] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Revised: 07/29/2022] [Accepted: 08/10/2022] [Indexed: 05/17/2023]
Abstract
As a globally popular leafy vegetable and a representative plant of the Asteraceae family, lettuce has great economic and academic significance. In the last decade, high-throughput sequencing, phenotyping, and other multi-omics data in lettuce have accumulated on a large scale, thus increasing the demand for an integrative lettuce database. Here, we report the establishment of a comprehensive lettuce database, LettuceGDB (https://www.lettucegdb.com/). As an omics data hub, the current LettuceGDB includes two reference genomes with detailed annotations; re-sequencing data from over 1000 lettuce varieties; a collection of more than 1300 worldwide germplasms and millions of accompanying phenotypic records obtained with manual and cutting-edge phenomics technologies; re-analyses of 256 RNA sequencing datasets; a complete miRNAome; extensive metabolite information for representative varieties and wild relatives; epigenetic data on the genome-wide chromatin accessibility landscape; and various lettuce research papers published in the last decade. Five hierarchically accessible functions (Genome, Genotype, Germplasm, Phenotype, and O-Omics) have been developed with a user-friendly interface to enable convenient data access. Eight built-in tools (Assembly Converter, Search Gene, BLAST, JBrowse, Primer Design, Gene Annotation, Tissue Expression, Literature, and Data) are available for data downloading and browsing, functional gene exploration, and experimental practice. A community forum is also available for information sharing, and a summary of current research progress on different aspects of lettuce is included. We believe that LettuceGDB can be a comprehensive functional database amenable to data mining and database-driven exploration, useful for both scientific research and lettuce breeding.
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Affiliation(s)
- Zhonglong Guo
- Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, P.R. China; State Key Laboratory of Protein and Plant Gene Research, Peking-Tsinghua Center for Life Sciences, School of Life Sciences and School of Advanced Agricultural Sciences, Peking University, Beijing 100871, P.R. China; Beijing Key Laboratory of Agricultural Genetic Resources and Biotechnology, Beijing Agro-biotechnology Research Center, Beijing 100097, P.R. China; College of Biology and the Environment, Nanjing Forestry University, Nanjing 510275, P.R. China
| | - Bo Li
- Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, P.R. China; Beijing Key Laboratory of Agricultural Genetic Resources and Biotechnology, Beijing Agro-biotechnology Research Center, Beijing 100097, P.R. China
| | - Jianjun Du
- Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, P.R. China; Beijing Key Lab of Digital Plant, Beijing Research Center for Information Technology in Agriculture, Beijing 100097, P.R. China
| | - Fei Shen
- Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, P.R. China; Beijing Key Laboratory of Agricultural Genetic Resources and Biotechnology, Beijing Agro-biotechnology Research Center, Beijing 100097, P.R. China
| | - Yongxin Zhao
- Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, P.R. China; Beijing Key Laboratory of Agricultural Genetic Resources and Biotechnology, Beijing Agro-biotechnology Research Center, Beijing 100097, P.R. China
| | - Yang Deng
- Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, P.R. China; Beijing Key Laboratory of Agricultural Genetic Resources and Biotechnology, Beijing Agro-biotechnology Research Center, Beijing 100097, P.R. China
| | - Zheng Kuang
- Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, P.R. China; Beijing Key Laboratory of Agricultural Genetic Resources and Biotechnology, Beijing Agro-biotechnology Research Center, Beijing 100097, P.R. China
| | - Yihan Tao
- State Key Laboratory of Protein and Plant Gene Research, Peking-Tsinghua Center for Life Sciences, School of Life Sciences and School of Advanced Agricultural Sciences, Peking University, Beijing 100871, P.R. China
| | - Miaomiao Wan
- State Key Laboratory of Protein and Plant Gene Research, Peking-Tsinghua Center for Life Sciences, School of Life Sciences and School of Advanced Agricultural Sciences, Peking University, Beijing 100871, P.R. China
| | - Xianju Lu
- Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, P.R. China; Beijing Key Lab of Digital Plant, Beijing Research Center for Information Technology in Agriculture, Beijing 100097, P.R. China
| | - Dong Wang
- WeiRan Biotech, Beijing 100085, P.R. China
| | - Ying Wang
- Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, P.R. China; State Key Laboratory of Protein and Plant Gene Research, Peking-Tsinghua Center for Life Sciences, School of Life Sciences and School of Advanced Agricultural Sciences, Peking University, Beijing 100871, P.R. China; Beijing Key Laboratory of Agricultural Genetic Resources and Biotechnology, Beijing Agro-biotechnology Research Center, Beijing 100097, P.R. China
| | - Yingyan Han
- Beijing Key Laboratory of New Technology in Agricultural Application, Beijing University of Agriculture, Beijing 102206, P.R. China
| | - Jianhua Wei
- Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, P.R. China
| | - Lei Li
- State Key Laboratory of Protein and Plant Gene Research, Peking-Tsinghua Center for Life Sciences, School of Life Sciences and School of Advanced Agricultural Sciences, Peking University, Beijing 100871, P.R. China
| | - Xinyu Guo
- Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, P.R. China; Beijing Key Lab of Digital Plant, Beijing Research Center for Information Technology in Agriculture, Beijing 100097, P.R. China.
| | - Chunjiang Zhao
- Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, P.R. China; Beijing Key Lab of Digital Plant, Beijing Research Center for Information Technology in Agriculture, Beijing 100097, P.R. China.
| | - Xiaozeng Yang
- Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, P.R. China; Beijing Key Laboratory of Agricultural Genetic Resources and Biotechnology, Beijing Agro-biotechnology Research Center, Beijing 100097, P.R. China.
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7
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Kumar V, Sugumaran K, Al-Roumi A, Shajan A. De-novo transcriptome assembly and analysis of lettuce plants grown under red, blue or white light. Sci Rep 2022; 12:22477. [PMID: 36577773 PMCID: PMC9797559 DOI: 10.1038/s41598-022-26344-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 12/13/2022] [Indexed: 12/29/2022] Open
Abstract
Lettuce (Lactuca sativa) is grown in various parts of the world for use as a leafy vegetable. Although the use of light-emitting diode (LED) in controlled plant production systems has been successfully used to enhance nutritional quality and plant growth efficiently, the molecular basis of lettuce's response to varying light spectra is not studied. Using next-generation sequencing, we have analyzed the transcriptomes of leaf lettuce (Lactuca sativa var. 'New Red Fire') grown hydroponically in a modular agricultural production system under three different types of LED lighting: red, blue, and white light. Illumina HiSeq sequencing platform was used to generate paired-end sequence reads (58 Gb raw and 54 Gb clean data) of the transcriptome of lettuce leaves exposed to varying light spectra. The de novo assembled final transcriptome contained 74,096 transcripts. Around 53% and 39% of the assembled transcripts matched to the UniProt and RefSeq RNA sequences, respectively. The validation of the differentially expressed transcripts using RT-qPCR showed complete agreement with RNA-Seq data for 27 transcripts. A comparison of the blue versus red light treatments showed the highest number of significantly differentially expressed transcripts. Among the transcripts significantly up-regulated in blue-light-exposed leaves compared to white-light-exposed leaves, ~ 26% were involved in the 'response to stress'. Among the transcripts significantly upregulated under red light compared to white light, ~ 6% were associated with 'nucleosome assembly' and other processes, such as 'oxidation-reduction process' and 'response to water deprivation' were significantly enriched. Thus, the result from the current study provides deeper insights into differential gene expression patterns and associated functional aspects under varying light qualities.
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Affiliation(s)
- Vinod Kumar
- Biotechnology Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, Safat, Kuwait.
| | - Krishnakumar Sugumaran
- Desert Agriculture and Ecosystems Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, Safat, Kuwait
| | - Amwaj Al-Roumi
- Desert Agriculture and Ecosystems Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, Safat, Kuwait
| | - Anisha Shajan
- Biotechnology Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, Safat, Kuwait
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8
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Khan MI. The reported colour formation mechanism in pitaya fruit through co-accumulation of anthocyanins and betalains is inconsistent and fails to establish the co-accumulation. BMC Genomics 2022; 23:740. [DOI: 10.1186/s12864-022-08957-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Accepted: 10/19/2022] [Indexed: 11/10/2022] Open
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9
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Tetreault HM, Gries T, Liu S, Toy J, Xin Z, Vermerris W, Ralph J, Funnell-Harris DL, Sattler SE. The Sorghum ( Sorghum bicolor) Brown Midrib 30 Gene Encodes a Chalcone Isomerase Required for Cell Wall Lignification. FRONTIERS IN PLANT SCIENCE 2021; 12:732307. [PMID: 34925394 PMCID: PMC8674566 DOI: 10.3389/fpls.2021.732307] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Accepted: 10/19/2021] [Indexed: 06/14/2023]
Abstract
In sorghum (Sorghum bicolor) and other C4 grasses, brown midrib (bmr) mutants have long been associated with plants impaired in their ability to synthesize lignin. The brown midrib 30 (Bmr30) gene, identified using a bulk segregant analysis and next-generation sequencing, was determined to encode a chalcone isomerase (CHI). Two independent mutations within this gene confirmed that loss of its function was responsible for the brown leaf midrib phenotype and reduced lignin concentration. Loss of the Bmr30 gene function, as shown by histochemical staining of leaf midrib and stalk sections, resulted in altered cell wall composition. In the bmr30 mutants, CHI activity was drastically reduced, and the accumulation of total flavonoids and total anthocyanins was impaired, which is consistent with its function in flavonoid biosynthesis. The level of the flavone lignin monomer tricin was reduced 20-fold in the stem relative to wild type, and to undetectable levels in the leaf tissue of the mutants. The bmr30 mutant, therefore, harbors a mutation in a phenylpropanoid biosynthetic gene that is key to the interconnection between flavonoids and monolignols, both of which are utilized for lignin synthesis in the grasses.
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Affiliation(s)
- Hannah M. Tetreault
- Wheat, Sorghum and Forage Research Unit, Agricultural Research Service, United States Department of Agriculture, Lincoln, NE, United States
- Department of Agronomy and Horticulture, University of Nebraska–Lincoln, Lincoln, NE, United States
| | - Tammy Gries
- Wheat, Sorghum and Forage Research Unit, Agricultural Research Service, United States Department of Agriculture, Lincoln, NE, United States
- Department of Agronomy and Horticulture, University of Nebraska–Lincoln, Lincoln, NE, United States
| | - Sarah Liu
- Department of Biochemistry, The DOE Great Lakes Bioenergy Research Center, Wisconsin Energy Institute, University of Wisconsin, Madison, WI, United States
| | - John Toy
- Wheat, Sorghum and Forage Research Unit, Agricultural Research Service, United States Department of Agriculture, Lincoln, NE, United States
- Department of Agronomy and Horticulture, University of Nebraska–Lincoln, Lincoln, NE, United States
| | - Zhanguo Xin
- Plant Stress and Germplasm Development Unit, Agricultural Research Service, United States Department of Agriculture, Lubbock, TX, United States
| | - Wilfred Vermerris
- Department of Microbiology and Cell Science, UF Genetics Institute, University of Florida, Gainesville, FL, United States
| | - John Ralph
- Department of Biochemistry, The DOE Great Lakes Bioenergy Research Center, Wisconsin Energy Institute, University of Wisconsin, Madison, WI, United States
| | - Deanna L. Funnell-Harris
- Wheat, Sorghum and Forage Research Unit, Agricultural Research Service, United States Department of Agriculture, Lincoln, NE, United States
- Department of Plant Pathology, University of Nebraska–Lincoln, Lincoln, NE, United States
| | - Scott E. Sattler
- Wheat, Sorghum and Forage Research Unit, Agricultural Research Service, United States Department of Agriculture, Lincoln, NE, United States
- Department of Agronomy and Horticulture, University of Nebraska–Lincoln, Lincoln, NE, United States
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10
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Takahashi S, Namioka Y, Azis HR, Sano T, Aono M, Koshiyama M, Fujisawa H, Isoda H. Prohydrojasmon Promotes the Accumulation of Phenolic Compounds in Red Leaf Lettuce. PLANTS 2021; 10:plants10091920. [PMID: 34579452 PMCID: PMC8468872 DOI: 10.3390/plants10091920] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 09/13/2021] [Accepted: 09/13/2021] [Indexed: 11/16/2022]
Abstract
Prohydrojasmon (PDJ) is a synthetic jasmonate derivative that is primarily used as a growth regulator, but its mechanism of action is unclear. In this study, we elucidated the effects of PDJ on phytochemical production in red leaf lettuce. The PDJ treatments promoted the accumulation of phenolic compounds in aerial plant parts. An LC-MS analysis revealed that these accumulated compounds were identified as cyanidin-3-O-glucoside, cyanidin-3-O-(6″-O-malonyl)-glucoside and cyanidin-3-O-(6″-O-malonyl)-glucoside methyl ester. The abundance of these compounds in lettuce extracts increased significantly in response to the PDJ treatment. Additionally, the LC-MS analysis also identified the accumulated phenolic compounds in the extracts of PDJ-treated lettuce, including caffeoyltartaric acid, chlorogenic acid, caffeoylmalic acid, chicoric acid, and dicaffeoylquinic acid. Gene expression analyses indicated the PDJ treatments upregulated the expression of PAL, F3H, and ANS genes in lettuce. These results suggest that PDJ treatments enhance the expression of genes involved in the synthesis of anthocyanins and phenolic compounds, resulting in an increase in the quantities of these compounds, which reportedly have various functions affecting human physiology.
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Affiliation(s)
- Shinya Takahashi
- Faculty of Life and Environmental Sciences, University of Tsukuba, Tsukuba 305-8572, Japan;
- Alliance for Research on the Mediterranean and North Africa (ARENA), University of Tsukuba, Tsukuba 305-8572, Japan;
- Master’s Program in Life Science Innovation (T-LSI), University of Tsukuba, Tsukuba 305-8572, Japan; (Y.N.); (M.A.)
- Correspondence:
| | - Yui Namioka
- Master’s Program in Life Science Innovation (T-LSI), University of Tsukuba, Tsukuba 305-8572, Japan; (Y.N.); (M.A.)
| | - Haidar Rafid Azis
- Alliance for Research on the Mediterranean and North Africa (ARENA), University of Tsukuba, Tsukuba 305-8572, Japan;
| | - Tomoharu Sano
- Health and Environmental Risk Division, National Institute for Environmental Studies, Tsukuba 305-8506, Japan;
| | - Mitsuko Aono
- Master’s Program in Life Science Innovation (T-LSI), University of Tsukuba, Tsukuba 305-8572, Japan; (Y.N.); (M.A.)
- Biodiversity Division, National Institute for Environmental Studies, Tsukuba 305-8506, Japan
| | - Masami Koshiyama
- Specialty Chemicals Division, Zeon Corporation, Chiyoda, Tokyo 104-8246, Japan;
| | | | - Hiroko Isoda
- Faculty of Life and Environmental Sciences, University of Tsukuba, Tsukuba 305-8572, Japan;
- Alliance for Research on the Mediterranean and North Africa (ARENA), University of Tsukuba, Tsukuba 305-8572, Japan;
- Master’s Program in Life Science Innovation (T-LSI), University of Tsukuba, Tsukuba 305-8572, Japan; (Y.N.); (M.A.)
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11
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Gurdon C, Kozik A, Tao R, Poulev A, Armas I, Michelmore RW, Raskin I. Isolating an active and inactive CACTA transposon from lettuce color mutants and characterizing their family. PLANT PHYSIOLOGY 2021; 186:929-944. [PMID: 33768232 PMCID: PMC8195511 DOI: 10.1093/plphys/kiab143] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Accepted: 03/02/2021] [Indexed: 06/01/2023]
Abstract
Dietary flavonoids play an important role in human nutrition and health. Flavonoid biosynthesis genes have recently been identified in lettuce (Lactuca sativa); however, few mutants have been characterized. We now report the causative mutations in Green Super Lettuce (GSL), a natural light green mutant derived from red cultivar NAR; and GSL-Dark Green (GSL-DG), an olive-green natural derivative of GSL. GSL harbors CACTA 1 (LsC1), a 3.9-kb active nonautonomous CACTA superfamily transposon inserted in the 5' untranslated region of anthocyanidin synthase (ANS), a gene coding for a key enzyme in anthocyanin biosynthesis. Both terminal inverted repeats (TIRs) of this transposon were intact, enabling somatic excision of the mobile element, which led to the restoration of ANS expression and the accumulation of red anthocyanins in sectors on otherwise green leaves. GSL-DG harbors CACTA 2 (LsC2), a 1.1-kb truncated copy of LsC1 that lacks one of the TIRs, rendering the transposon inactive. RNA-sequencing and reverse transcription quantitative PCR of NAR, GSL, and GSL-DG indicated the relative expression level of ANS was strongly influenced by the transposon insertions. Analysis of flavonoid content indicated leaf cyanidin levels correlated positively with ANS expression. Bioinformatic analysis of the cv Salinas lettuce reference genome led to the discovery and characterization of an LsC1 transposon family with a putative transposon copy number greater than 1,700. Homologs of tnpA and tnpD, the genes encoding two proteins necessary for activation of transposition of CACTA elements, were also identified in the lettuce genome.
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Affiliation(s)
- Csanad Gurdon
- Department of Plant Biology, Rutgers University, New Brunswick, New Jersey 08901-8520, USA
| | | | - Rong Tao
- UC Davis Genome Center, Davis, California 95616, USA
| | - Alexander Poulev
- Department of Plant Biology, Rutgers University, New Brunswick, New Jersey 08901-8520, USA
| | - Isabel Armas
- Department of Plant Biology, Rutgers University, New Brunswick, New Jersey 08901-8520, USA
| | | | - Ilya Raskin
- Department of Plant Biology, Rutgers University, New Brunswick, New Jersey 08901-8520, USA
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12
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Abstract
Lettuce harvested at the baby leaf stage is a popular component of mixed salads in ready-to-use packages. Little is known, however, about response of baby leaf lettuce to nitrogen (N), phosphorus (P), and potassium (K) fertilization. Eight lettuce accessions were subjected to five fertilization treatments to investigate genetic differences in reaction to N, P, and K fertilization. The control treatment provided optimal levels of macronutrients for plant growth, while other treatments deprived plants of either N, P, or K. Potassium deprivation had no obvious effect on plant weight or composition, apart from substantially decreased potassium content. Nitrogen and phosphorus deprivations, however, extensively decreased fresh weight and affected plant composition. Phosphorus and nitrogen deprivation considerably increased anthocyanin content in red-colored accessions, but anthocyanin was decreased in dark green-colored accessions, indicating differences in regulation of anthocyanin biosynthesis. Correlations between fresh weight, chlorophyll, anthocyanin, nitrogen, phosphorus, and potassium content were substantially affected by selection of datasets used for analyses; some relationships were revealed when analyzed separately by individual treatments, while others were more likely to be detected when analyzed by individual accessions. Absolute (ΔABS) and relative (2ΔREL) parameters described in this study were suitable for detecting over- and underperforming accessions. The ΔABS identified the absolute Lb-fold (logarithm to the base of 2, binary logarithm) change in performance of an accession in a treatment as compared to its performance in control conditions. The 2ΔREL parameter showed relative Lb-fold change for an accession as compared to the overall mean of ΔABS values of all accessions tested in control and treatment conditions.
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13
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Sebastian N, Yu WC, Balram D. Synthesis of amine-functionalized multi-walled carbon nanotube/3D rose flower-like zinc oxide nanocomposite for sensitive electrochemical detection of flavonoid morin. Anal Chim Acta 2020; 1095:71-81. [PMID: 31864632 DOI: 10.1016/j.aca.2019.10.026] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2019] [Revised: 10/10/2019] [Accepted: 10/15/2019] [Indexed: 10/25/2022]
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14
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Simko I. Genetic variation and relationship among content of vitamins, pigments, and sugars in baby leaf lettuce. Food Sci Nutr 2019; 7:3317-3326. [PMID: 31660145 PMCID: PMC6804913 DOI: 10.1002/fsn3.1196] [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: 05/17/2019] [Revised: 07/25/2019] [Accepted: 08/12/2019] [Indexed: 12/24/2022] Open
Abstract
Baby leaf lettuce harvested approximately 30 days after planting is the primary component of spring mix salads, a popular type of packaged salads. Very little is known, however, about the content of vitamins, sugars, and pigments in young lettuce plants. Therefore, plants of 42 accessions harvested at baby leaf stage were analyzed for the contents of vitamin C, ß-carotene, anthocyanins, chlorophylls, glucose, fructose, and sucrose. Significant differences among accessions were found for content of all seven compounds plus sucrose sweetness equivalency (SSE) and average vitamin load (AVLAC). "Floricos" was highest in all sugars, SSE and vitamin C; "Taiwan" was highest in ß-carotene and AVLAC, and "Annapolis" and "Darkland" were highest for anthocyanins and chlorophyll contents, respectively. The lowest content of glucose and sucrose was found in iceberg "Salinas," fructose in L. serriola accession UC96US23, vitamin C in PI 257288, and β-carotene in "Solar." The lowest relative sweetness (SSE) was calculated for UC96US23, followed by "Salinas," while the lowest AVLAC was estimated for PI 257288. There were very strong, positive correlations among contents of the three sugars, and between β-carotene and vitamin C, and β-carotene and anthocyanins. Composition profiles of accessions presented in this study, together with identified associations between compounds, can be used by breeders, growers, and producers to select lettuces with desirable combinations of sugars, pigments, and vitamins. This information can help in development of new cultivars and breeding lines with desirable combination of traits, pleasing taste, and higher vitamin content.
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Affiliation(s)
- Ivan Simko
- U.S. Department of AgricultureAgricultural Research ServiceU.S. Agricultural Research StationCrop Improvement and Protection Research UnitSalinasCAUSA
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