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Wang X, Yan W, Real N, Jia Y, Fu Y, Zhang X, You H, Cai Y, Liu B. Metabolic, transcriptomic, and genetic analyses of candidate genes for seed size in watermelon. FRONTIERS IN PLANT SCIENCE 2024; 15:1394724. [PMID: 39081518 PMCID: PMC11286464 DOI: 10.3389/fpls.2024.1394724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/02/2024] [Accepted: 06/25/2024] [Indexed: 08/02/2024]
Abstract
Seed size (SS) constitutes a pivotal trait in watermelon breeding. In this study, we present findings from an examination of two watermelon accessions, namely, BW85 and F211. Seeds from BW85 exhibited a significant enlargement compared to those of F211 at 13 days after pollination (DAP), with the maximal disparity in seed length and width manifesting at 17 DAP. A comprehensive study involving both metabolic and transcriptomic analyses indicated a significant enrichment of the ubiquinone and other terpenoid-quinone biosynthesis KEGG pathways. To detect the genetic region governing seed size, a BSA-seq analysis was conducted utilizing the F2 (BW85 × F211) population, which resulted in the identification of two adjacent QTLs, namely, SS6.1 and SS6.2, located on chromosomes 6. SS6.1 spanned from Chr06:4847169 to Chr06:5163486, encompassing 33 genes, while SS6.2 ranged from Chr06:5379337 to Chr06:5419136, which included only one gene. Among these genes, 11 exhibited a significant differential expression between BW85 and F211 according to transcriptomic analysis. Notably, three genes (Cla97C06G113960, Cla97C06G114180, and Cla97C06G114000) presented a differential expression at both 13 and 17 DAP. Through annotation, Cla97C06G113960 was identified as a ubiquitin-conjugating enzyme E2, playing a role in the ubiquitin pathway that mediates seed size control. Taken together, our results provide a novel candidate gene influencing the seed size in watermelon, shedding light on the mechanism underlying seed development.
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Affiliation(s)
- Xiqing Wang
- Horticultural Branch of Heilongjiang Academy of Agricultural Sciences, Harbin, China
- Center for Research in Vegetable Engineering Technology of Heilongjiang, Harbin, China
| | - Wen Yan
- Horticultural Branch of Heilongjiang Academy of Agricultural Sciences, Harbin, China
- Center for Research in Vegetable Engineering Technology of Heilongjiang, Harbin, China
| | - Núria Real
- Plant Pathology, IRTA Cabrils, Cabrils, Spain
| | - Yunhe Jia
- Horticultural Branch of Heilongjiang Academy of Agricultural Sciences, Harbin, China
- Center for Research in Vegetable Engineering Technology of Heilongjiang, Harbin, China
| | - Yongkai Fu
- Horticultural Branch of Heilongjiang Academy of Agricultural Sciences, Harbin, China
- Center for Research in Vegetable Engineering Technology of Heilongjiang, Harbin, China
| | - Xuejun Zhang
- Hainan Sanya Crops Breeding Trial Center of Xinjiang Academy Agricultural Sciences, Sanya, China
| | - Haibo You
- Horticultural Branch of Heilongjiang Academy of Agricultural Sciences, Harbin, China
- Center for Research in Vegetable Engineering Technology of Heilongjiang, Harbin, China
| | - Yi Cai
- Horticultural Branch of Heilongjiang Academy of Agricultural Sciences, Harbin, China
- Center for Research in Vegetable Engineering Technology of Heilongjiang, Harbin, China
| | - Bin Liu
- Hami-Melon Research Center, Xinjiang Academy of Agricultural Sciences, Urumqi, China
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Shigita G, Shimomura K, Dung TP, Haque NP, Duong TT, Imoh ON, Monden Y, Nishida H, Tanaka K, Sugiyama M, Kawazu Y, Tomooka N, Kato K. Genetic characterization of cucumber genetic resources in the NARO Genebank indicates their multiple dispersal trajectories to the East. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2024; 137:174. [PMID: 38954043 PMCID: PMC11219412 DOI: 10.1007/s00122-024-04683-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Accepted: 06/22/2024] [Indexed: 07/04/2024]
Abstract
KEY MESSAGE Genotyping-by-sequencing of 723 worldwide cucumber genetic resources revealed that cucumbers were dispersed eastward via at least three distinct routes, one to Southeast Asia and two from different directions to East Asia. The cucumber (Cucumis sativus) is an economically important vegetable crop cultivated and consumed worldwide. Despite its popularity, the manner in which cucumbers were dispersed from their origin in South Asia to the rest of the world, particularly to the east, remains a mystery due to the lack of written records. In this study, we performed genotyping-by-sequencing (GBS) on 723 worldwide cucumber accessions, mainly deposited in the Japanese National Agriculture and Food Research Organization (NARO) Genebank, to characterize their genetic diversity, relationships, and population structure. Analyses based on over 60,000 genome-wide single-nucleotide polymorphisms identified by GBS revealed clear genetic differentiation between Southeast and East Asian populations, suggesting that they reached their respective region independently, not progressively. A deeper investigation of the East Asian population identified two subpopulations with different fruit characteristics, supporting the traditional classification of East Asian cucumbers into two types thought to have been introduced by independent routes. Finally, we developed a core collection of 100 accessions representing at least 93.2% of the genetic diversity present in the entire collection. The genetic relationships and population structure, their associations with geographic distribution and phenotypic traits, and the core collection presented in this study are valuable resources for elucidating the dispersal history and promoting the efficient use and management of genetic resources for research and breeding in cucumber.
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Affiliation(s)
- Gentaro Shigita
- Graduate School of Environmental and Life Science, Okayama University, 1-1-1 Tsushima-Naka, Kita-ku, Okayama, 700-8530, Japan
- Department of Life Science Systems, TUM School of Life Sciences, Technical University of Munich, Emil-Ramann-Strasse 2, 85354, Freising, Germany
| | - Koichiro Shimomura
- Institute of Vegetable and Floriculture Science, National Agriculture and Food Research Organization (NARO), 360 Kusawa, Ano, Tsu, Mie, 514-2392, Japan
| | - Tran Phuong Dung
- Graduate School of Environmental and Life Science, Okayama University, 1-1-1 Tsushima-Naka, Kita-ku, Okayama, 700-8530, Japan
| | - Naznin Pervin Haque
- Graduate School of Environmental and Life Science, Okayama University, 1-1-1 Tsushima-Naka, Kita-ku, Okayama, 700-8530, Japan
| | - Thuy Thanh Duong
- Graduate School of Environmental and Life Science, Okayama University, 1-1-1 Tsushima-Naka, Kita-ku, Okayama, 700-8530, Japan
- Faculty of Agronomy, University of Agriculture and Forestry, Hue University, 102 Phung Hung Street, Hue, Vietnam
| | - Odirich Nnennaya Imoh
- Graduate School of Environmental and Life Science, Okayama University, 1-1-1 Tsushima-Naka, Kita-ku, Okayama, 700-8530, Japan
| | - Yuki Monden
- Graduate School of Environmental, Life, Natural Science and Technology, Okayama University, 1-1-1 Tsushima-Naka, Kita-ku, Okayama, 700-8530, Japan
| | - Hidetaka Nishida
- Graduate School of Environmental, Life, Natural Science and Technology, Okayama University, 1-1-1 Tsushima-Naka, Kita-ku, Okayama, 700-8530, Japan
| | - Katsunori Tanaka
- Faculty of Agriculture and Life Science, Hirosaki University, 3 Bunkyo, Hirosaki, Aomori, 036-8561, Japan
| | - Mitsuhiro Sugiyama
- Institute of Vegetable and Floriculture Science, National Agriculture and Food Research Organization (NARO), 360 Kusawa, Ano, Tsu, Mie, 514-2392, Japan
| | - Yoichi Kawazu
- Institute of Vegetable and Floriculture Science, National Agriculture and Food Research Organization (NARO), 360 Kusawa, Ano, Tsu, Mie, 514-2392, Japan
| | - Norihiko Tomooka
- Genetic Resources Center, National Agriculture and Food Research Organization (NARO), 2-1-2 Kannondai, Tsukuba, Ibaraki, 305-8602, Japan
| | - Kenji Kato
- Graduate School of Environmental, Life, Natural Science and Technology, Okayama University, 1-1-1 Tsushima-Naka, Kita-ku, Okayama, 700-8530, Japan.
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Zhang RJ, Liu B, Song SS, Salah R, Song CJ, Xia SW, Hao Q, Liu YJ, Li Y, Lai YS. Lipid-Related Domestication Accounts for the Extreme Cold Sensitivity of Semiwild and Tropic Xishuangbanna Cucumber ( Cucumis sativus L. var. xishuangbannanesis). Int J Mol Sci 2023; 25:79. [PMID: 38203249 PMCID: PMC10779220 DOI: 10.3390/ijms25010079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2023] [Revised: 12/10/2023] [Accepted: 12/14/2023] [Indexed: 01/12/2024] Open
Abstract
Xishuangbanna (XIS) cucumber (Cucumis sativus L. var. xishuangbannanesis) is a semiwild variety originating from low latitude tropic areas, and therefore shows extreme cold sensitivity and heat tolerance. Here, we mapped the quantitative trait loci (QTLs) that control the cold sensitivity and heat tolerance of XIS cucumber seedlings. Using bulked segregant analysis (BSA), we identified three QTLs (HTT1.1, HTT3.1, and HTT3.2, with a total length of 11.98 Mb) for heat tolerance and two QTLs (LTT6.1 and LTT6.2, with a total length of 8.74 Mb) for cold sensitivity. The QTL LTT6.1 was then narrowed down to a length of 641 kb by using kompetitive allele-specific PCR (KASP) markers. Based on structural variants (SVs) and single-nucleotide polymorphisms (SNPs), we found the LTT6.1 is covered by a high divergent region including a 50 kb deletion in the XIS49 genome, which affects the gene structure of lipase abhydrolase domain containing 6 (ABHD6, Csa_6G032560). Accordingly, there is a very big difference in lipid composition, but not in other osmoprotectants like free amino acids and fatty acids, between XIS49 and cultivated cucumber CL. Moreover, we calculated the composite likelihood ratio (CLR) and identified selective sweeps from 115 resequencing data, and found that lipid- and fatty-acid-related processes are major aspects in the domestication of the XIS group cucumber. LTT6.1 is a particularly special region positioned nearby lipid-related selective sweeps. These studies above suggested that the lipid-related domestication of XIS cucumbers should account for their extreme cold sensitivity.
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Affiliation(s)
- Rui-Jing Zhang
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China (R.S.)
| | - Bin Liu
- Hami-Melon Research Center, Xinjiang Academy of Agricultural Sciences, Urumqi 830091, China;
| | - Shan-Shan Song
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China (R.S.)
| | - Radwa Salah
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China (R.S.)
| | - Chang-Jiang Song
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China (R.S.)
| | - Shi-Wei Xia
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China (R.S.)
| | - Qian Hao
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China (R.S.)
| | - Yan-Jun Liu
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China (R.S.)
| | - Yu Li
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China (R.S.)
| | - Yun-Song Lai
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China (R.S.)
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Lin X, Zhang N, Song H, Lin K, Pang E. Population-specific, recent positive selection signatures in cultivated Cucumis sativus L. (cucumber). G3 GENES|GENOMES|GENETICS 2022; 12:6585339. [PMID: 35554526 PMCID: PMC9258548 DOI: 10.1093/g3journal/jkac119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Accepted: 05/03/2022] [Indexed: 11/13/2022]
Abstract
Population-specific, positive selection promotes the diversity of populations and drives local adaptations in the population. However, little is known about population-specific, recent positive selection in the populations of cultivated cucumber (Cucumis sativus L.). Based on a genomic variation map of individuals worldwide, we implemented a Fisher’s combination method by combining 4 haplotype-based approaches: integrated haplotype score (iHS), number of segregating sites by length (nSL), cross-population extended haplotype homozygosity (XP-EHH), and Rsb. Overall, we detected 331, 2,147, and 3,772 population-specific, recent positive selective sites in the East Asian, Eurasian, and Xishuangbanna populations, respectively. Moreover, we found that these sites were related to processes for reproduction, response to abiotic and biotic stress, and regulation of developmental processes, indicating adaptations to their microenvironments. Meanwhile, the selective genes associated with traits of fruits were also observed, such as the gene related to the shorter fruit length in the Eurasian population and the gene controlling flesh thickness in the Xishuangbanna population. In addition, we noticed that soft sweeps were common in the East Asian and Xishuangbanna populations. Genes involved in hard or soft sweeps were related to developmental regulation and abiotic and biotic stress resistance. Our study offers a comprehensive candidate dataset of population-specific, selective signatures in cultivated cucumber populations. Our methods provide guidance for the analysis of population-specific, positive selection. These findings will help explore the biological mechanisms of adaptation and domestication of cucumber.
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Affiliation(s)
- Xinrui Lin
- MOE Key Laboratory for Biodiversity Science and Ecological Engineering and Beijing Key Laboratory of Gene Resource and Molecular Development, College of Life Sciences, Beijing Normal University , Beijing 100875, China
| | - Ning Zhang
- MOE Key Laboratory for Biodiversity Science and Ecological Engineering and Beijing Key Laboratory of Gene Resource and Molecular Development, College of Life Sciences, Beijing Normal University , Beijing 100875, China
| | - Hongtao Song
- MOE Key Laboratory for Biodiversity Science and Ecological Engineering and Beijing Key Laboratory of Gene Resource and Molecular Development, College of Life Sciences, Beijing Normal University , Beijing 100875, China
| | - Kui Lin
- MOE Key Laboratory for Biodiversity Science and Ecological Engineering and Beijing Key Laboratory of Gene Resource and Molecular Development, College of Life Sciences, Beijing Normal University , Beijing 100875, China
| | - Erli Pang
- MOE Key Laboratory for Biodiversity Science and Ecological Engineering and Beijing Key Laboratory of Gene Resource and Molecular Development, College of Life Sciences, Beijing Normal University , Beijing 100875, China
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Zhai X, Wu H, Wang Y, Zhang Z, Shan L, Zhao X, Wang R, Liu C, Weng Y, Wang Y, Liu X, Ren H. The fruit glossiness locus, dull fruit ( D), encodes a C 2H 2-type zinc finger transcription factor, CsDULL, in cucumber ( Cucumis sativus L.). HORTICULTURE RESEARCH 2022; 9:uhac146. [PMID: 36072836 PMCID: PMC9437717 DOI: 10.1093/hr/uhac146] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/19/2022] [Accepted: 06/22/2022] [Indexed: 06/15/2023]
Abstract
Fruit glossiness is an important external fruit quality trait for fresh-consumed cucumber fruit, affecting its marketability. Dull fruit appearance is mainly controlled by a single gene, D (for dull fruit) that is dominant to glossy fruit (dd), but the molecular mechanism controlling fruit glossiness is unknown. In the present study, we conducted map-based cloning of the D locus in cucumber and identified a candidate gene (Csa5G577350) that encodes a C2H2-type zinc finger transcription factor, CsDULL. A 4895-bp deletion including the complete loss of CsDULL resulted in glossy fruit. CsDULL is highly expressed in the peel of cucumber fruit, and its expression level is positively correlated with the accumulation of cutin and wax in the peel. Through transcriptome analysis, yeast one-hybrid and dual-luciferase assays, we identified two genes potentially targeted by CsDULL for regulation of cutin and wax biosynthesis/transportation that included CsGPAT4 and CsLTPG1. The possibility that CsDULL controls both fruit glossiness and wart development in cucumber is discussed. The present work advances our understanding of regulatory mechanisms of fruit epidermal traits, and provides a useful tool for molecular breeding to improve external fruit quality in cucumber.
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Affiliation(s)
- Xuling Zhai
- Engineering Research Center of the Ministry of Education for Horticultural Crops Breeding and Propagation, College of Horticulture, China Agricultural University, Beijing 100193, China
- Beijing Key Laboratory of Growth and Developmental Regulation for Protected Vegetable Crops, College of Horticulture, China Agricultural University, Beijing 100193, China
| | - Haoying Wu
- Engineering Research Center of the Ministry of Education for Horticultural Crops Breeding and Propagation, College of Horticulture, China Agricultural University, Beijing 100193, China
- Beijing Key Laboratory of Growth and Developmental Regulation for Protected Vegetable Crops, College of Horticulture, China Agricultural University, Beijing 100193, China
| | - Yaru Wang
- Engineering Research Center of the Ministry of Education for Horticultural Crops Breeding and Propagation, College of Horticulture, China Agricultural University, Beijing 100193, China
- Beijing Key Laboratory of Growth and Developmental Regulation for Protected Vegetable Crops, College of Horticulture, China Agricultural University, Beijing 100193, China
| | - Zhongren Zhang
- Engineering Research Center of the Ministry of Education for Horticultural Crops Breeding and Propagation, College of Horticulture, China Agricultural University, Beijing 100193, China
- Beijing Key Laboratory of Growth and Developmental Regulation for Protected Vegetable Crops, College of Horticulture, China Agricultural University, Beijing 100193, China
| | - Li Shan
- Engineering Research Center of the Ministry of Education for Horticultural Crops Breeding and Propagation, College of Horticulture, China Agricultural University, Beijing 100193, China
- Beijing Key Laboratory of Growth and Developmental Regulation for Protected Vegetable Crops, College of Horticulture, China Agricultural University, Beijing 100193, China
| | - Xi Zhao
- Engineering Research Center of the Ministry of Education for Horticultural Crops Breeding and Propagation, College of Horticulture, China Agricultural University, Beijing 100193, China
- Beijing Key Laboratory of Growth and Developmental Regulation for Protected Vegetable Crops, College of Horticulture, China Agricultural University, Beijing 100193, China
| | - Ruijia Wang
- Engineering Research Center of the Ministry of Education for Horticultural Crops Breeding and Propagation, College of Horticulture, China Agricultural University, Beijing 100193, China
- Beijing Key Laboratory of Growth and Developmental Regulation for Protected Vegetable Crops, College of Horticulture, China Agricultural University, Beijing 100193, China
| | - Chang Liu
- Engineering Research Center of the Ministry of Education for Horticultural Crops Breeding and Propagation, College of Horticulture, China Agricultural University, Beijing 100193, China
- Beijing Key Laboratory of Growth and Developmental Regulation for Protected Vegetable Crops, College of Horticulture, China Agricultural University, Beijing 100193, China
| | - Yiqun Weng
- USDA-ARS, Vegetable Crops Research Unit, Horticulture Department, University of Wisconsin, 1575 Linden Dr., Madison, WI 53706, USA
| | - Ying Wang
- Heze Agricultural and Rural Bureau, 1021 Shuanghe Road, Mudan District, Heze, Shandong, 274000, China
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Yang S, Wang Y, Zhu H, Zhang M, Wang D, Xie K, Fan P, Dou J, Liu D, Liu B, Chen C, Yan Y, Zhao L, Yang L. A novel HD-Zip I/C2H2-ZFP/WD-repeat complex regulates the size of spine base in cucumber. THE NEW PHYTOLOGIST 2022; 233:2643-2658. [PMID: 35037268 DOI: 10.1111/nph.17967] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Accepted: 12/31/2021] [Indexed: 06/14/2023]
Abstract
Fruit spine is an important trait in cucumber, affecting not only commercial quality, but also fruit smoothness, transportation and storage. Spine size is determined by a multi-cellular base. However, the molecular mechanism underlying the regulation of cucumber spine base remains largely unknown. Here, we report map-based cloning and characterization of a spine base size 1 (SBS1) gene, encoding a C2H2 zinc-finger transcription factor. Near-isogenic lines of cucumber were used to map, identify and quantify cucumber spine base size 1 (CsSBS1). Yeast-hybrid, bimolecular fluorescence complementation (BiFC), co-immunoprecipitation (Co-IP) and RNA-sequencing assays were used to explore the molecular mechanism of CsSBS1 in regulating spine base size development. CsSBS1 was specifically expressed in cucumber ovaries with particularly high expression in fruit spines. Overexpression of CsSBS1 resulted in large fruit spine base, while RNA-interference silencing of CsSBS1 inhibited the expansion of fruit spine base. Sequence analysis of natural cucumber accessions revealed that CsSBS1 was lost in small spine base accessions, resulting from a 4895 bp fragment deletion in CsSBS1 locus. CsSBS1 can form a trimeric complex with two positive regulators CsTTG1 and CsGL1 to regulate spine base development through ethylene signaling. A novel regulator network is proposed that the CsGL1/CsSBS1/CsTTG1 complex plays a significant role in regulating spine base formation and size, which offers a strategy for cucumber breeders to develop smooth fruit.
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Affiliation(s)
- Sen Yang
- College of Horticulture, Henan Agricultural University, 63 Nongye Road, Zhengzhou, 450002, China
| | - Yueling Wang
- College of Horticulture, Henan Agricultural University, 63 Nongye Road, Zhengzhou, 450002, China
| | - Huayu Zhu
- College of Horticulture, Henan Agricultural University, 63 Nongye Road, Zhengzhou, 450002, China
| | - Minjuan Zhang
- College of Horticulture, Henan Agricultural University, 63 Nongye Road, Zhengzhou, 450002, China
| | - Dengke Wang
- College of Horticulture, Henan Agricultural University, 63 Nongye Road, Zhengzhou, 450002, China
| | - Kuixi Xie
- College of Horticulture, Henan Agricultural University, 63 Nongye Road, Zhengzhou, 450002, China
| | - Pengfei Fan
- College of Horticulture, Henan Agricultural University, 63 Nongye Road, Zhengzhou, 450002, China
| | - Junling Dou
- College of Horticulture, Henan Agricultural University, 63 Nongye Road, Zhengzhou, 450002, China
| | - Dongming Liu
- College of Horticulture, Henan Agricultural University, 63 Nongye Road, Zhengzhou, 450002, China
| | - Bin Liu
- Department of Plant Genomics, Centre for Research in Agricultural Genomics (CRAG), CSIC-IRTA-UAB-UB, Bellaterra, 08193, Spain
| | - Chunhua Chen
- College of Horticulture Science and Engineering, Shandong Agricultural University, Tai'an, Shandong, 271018, China
| | - Yan Yan
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Lijun Zhao
- College of Horticulture, Henan Agricultural University, 63 Nongye Road, Zhengzhou, 450002, China
| | - Luming Yang
- College of Horticulture, Henan Agricultural University, 63 Nongye Road, Zhengzhou, 450002, China
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Liu B, Weng J, Guan D, Zhang Y, Niu Q, López-Juez E, Lai Y, Garcia-Mas J, Huang D. A domestication-associated gene, CsLH, encodes a phytochrome B protein that regulates hypocotyl elongation in cucumber. MOLECULAR HORTICULTURE 2021; 1:3. [PMID: 37789471 PMCID: PMC10509825 DOI: 10.1186/s43897-021-00005-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Accepted: 03/15/2021] [Indexed: 10/05/2023]
Affiliation(s)
- Bin Liu
- School of Agriculture and Biology, Shanghai Jiao Tong University, Key Laboratory of Urban Agriculture (South), Ministry of Agriculture, Dongchuan Road, Shanghai, 200240, China
- Centre for Research in Agricultural Genomics (CRAG), CSIC-IRTA-UAB-UB, Campus Universitat Autònoma de Barcelona, 08193, Bellaterra, Spain
| | - Jinyang Weng
- School of Agriculture and Biology, Shanghai Jiao Tong University, Key Laboratory of Urban Agriculture (South), Ministry of Agriculture, Dongchuan Road, Shanghai, 200240, China
| | - Dailu Guan
- Centre for Research in Agricultural Genomics (CRAG), CSIC-IRTA-UAB-UB, Campus Universitat Autònoma de Barcelona, 08193, Bellaterra, Spain
| | - Yan Zhang
- College of Horticulture, Northwest A&F University, Yangling, 712100, Shaanxi, P.R. China
| | - Qingliang Niu
- School of Agriculture and Biology, Shanghai Jiao Tong University, Key Laboratory of Urban Agriculture (South), Ministry of Agriculture, Dongchuan Road, Shanghai, 200240, China
| | - Enrique López-Juez
- Department of Biological Sciences, Royal Holloway University of London, Egham, TW20 0EX, UK
| | - Yunsong Lai
- Institute of Pomology & Olericulture, Sichuan Agricultural University, Chengdu, P.R. China
| | - Jordi Garcia-Mas
- Centre for Research in Agricultural Genomics (CRAG), CSIC-IRTA-UAB-UB, Campus Universitat Autònoma de Barcelona, 08193, Bellaterra, Spain
| | - Danfeng Huang
- School of Agriculture and Biology, Shanghai Jiao Tong University, Key Laboratory of Urban Agriculture (South), Ministry of Agriculture, Dongchuan Road, Shanghai, 200240, China.
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