The Impact of Nutrient Solution Electrical Conductivity on Leaf Transcriptome Contributing to the Fruit Quality of Cucumber Grown in Coir Cultivation
Soilless cultivation is increasingly utilized in supplying essential nutrients for greenhouse crops. However, the impact of coir cultivation under varying electrical conductivity (EC) conditions on cucumber growth and fruit quality, particularly through the regulation of gene expression during the v...
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Veröffentlicht in: | International journal of molecular sciences 2024-11, Vol.25 (22), p.11864 |
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creator | He, Lizhong Xu, Wentao Zhou, Dongke Yan, Jun Jin, Haijun Zhang, Hongmei Cui, Jiawei Miao, Chen Zhang, Yongxue Zhou, Qiang Yu, Jizhu Yu, Xiang Ding, Xiaotao |
description | Soilless cultivation is increasingly utilized in supplying essential nutrients for greenhouse crops. However, the impact of coir cultivation under varying electrical conductivity (EC) conditions on cucumber growth and fruit quality, particularly through the regulation of gene expression during the vegetative stage, remains uncertain. In this study, we performed metabolic measurements on cucumber in both vegetative and reproductive stages under three different EC conditions and found metabolic products such as some primary metabolites (cellulose, many uncharged amino acids) and some secondary metabolites (rutin, cucurbitacin B) accumulated the most under EC of 5 dS·m
. Next, we conducted transcriptome profiling in cucumber leaves, revealing that the function of genes significantly regulated by EC was associated with photosynthesis, many anabolic processes, and membrane transport. Finally, a set of genes contributed to metabolites related to the fruit quality of cucumber were identified by the Orthogonal Partial Least Squares (O2PLS) analysis, including genes involved in the biosynthesis of amino acids, polysaccharides, and many secondary metabolites. Taken together, these findings suggest that coir cultivation in greenhouses with moderate EC can induce a transcriptome-wide change in gene expression, thereby contributing to enhancing the abundance of metabolites associated with cucumber fruit quality. |
doi_str_mv | 10.3390/ijms252211864 |
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. Next, we conducted transcriptome profiling in cucumber leaves, revealing that the function of genes significantly regulated by EC was associated with photosynthesis, many anabolic processes, and membrane transport. Finally, a set of genes contributed to metabolites related to the fruit quality of cucumber were identified by the Orthogonal Partial Least Squares (O2PLS) analysis, including genes involved in the biosynthesis of amino acids, polysaccharides, and many secondary metabolites. Taken together, these findings suggest that coir cultivation in greenhouses with moderate EC can induce a transcriptome-wide change in gene expression, thereby contributing to enhancing the abundance of metabolites associated with cucumber fruit quality.</description><identifier>ISSN: 1422-0067</identifier><identifier>ISSN: 1661-6596</identifier><identifier>EISSN: 1422-0067</identifier><identifier>DOI: 10.3390/ijms252211864</identifier><identifier>PMID: 39595933</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Agricultural production ; Amino acids ; Chemical properties ; Chlorophyll ; Coir ; Cucumbers ; Cucumis sativus - genetics ; Cucumis sativus - growth & development ; Cucumis sativus - metabolism ; Efficiency ; Electric Conductivity ; Electrical conductivity ; Flavonoids ; Food quality ; Fruit - genetics ; Fruit - growth & development ; Fruit - metabolism ; Fruits ; Gene expression ; Gene Expression Profiling ; Gene Expression Regulation, Plant ; Genetic aspects ; Greenhouses ; Hydroponics ; Metabolism ; Metabolites ; Methods ; Nitrates ; Nutritional aspects ; Photosynthesis ; Photosynthesis - genetics ; Physiological aspects ; Plant growth ; Plant Leaves - genetics ; Plant Leaves - growth & development ; Plant Leaves - metabolism ; Proteins ; Salinity ; Tomatoes ; Transcriptome</subject><ispartof>International journal of molecular sciences, 2024-11, Vol.25 (22), p.11864</ispartof><rights>COPYRIGHT 2024 MDPI AG</rights><rights>2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2024 by the authors. 2024</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c369t-320bb6d973d654d660327e2fae9587f0da507e7f29306fd061ca9ff5032c96ae3</cites><orcidid>0009-0002-7356-7342 ; 0000-0002-5730-8802 ; 0000-0003-2278-0880 ; 0000-0003-4005-5113 ; 0000-0002-1665-5285</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11593475/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11593475/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,27903,27904,53769,53771</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39595933$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>He, Lizhong</creatorcontrib><creatorcontrib>Xu, Wentao</creatorcontrib><creatorcontrib>Zhou, Dongke</creatorcontrib><creatorcontrib>Yan, Jun</creatorcontrib><creatorcontrib>Jin, Haijun</creatorcontrib><creatorcontrib>Zhang, Hongmei</creatorcontrib><creatorcontrib>Cui, Jiawei</creatorcontrib><creatorcontrib>Miao, Chen</creatorcontrib><creatorcontrib>Zhang, Yongxue</creatorcontrib><creatorcontrib>Zhou, Qiang</creatorcontrib><creatorcontrib>Yu, Jizhu</creatorcontrib><creatorcontrib>Yu, Xiang</creatorcontrib><creatorcontrib>Ding, Xiaotao</creatorcontrib><title>The Impact of Nutrient Solution Electrical Conductivity on Leaf Transcriptome Contributing to the Fruit Quality of Cucumber Grown in Coir Cultivation</title><title>International journal of molecular sciences</title><addtitle>Int J Mol Sci</addtitle><description>Soilless cultivation is increasingly utilized in supplying essential nutrients for greenhouse crops. However, the impact of coir cultivation under varying electrical conductivity (EC) conditions on cucumber growth and fruit quality, particularly through the regulation of gene expression during the vegetative stage, remains uncertain. In this study, we performed metabolic measurements on cucumber in both vegetative and reproductive stages under three different EC conditions and found metabolic products such as some primary metabolites (cellulose, many uncharged amino acids) and some secondary metabolites (rutin, cucurbitacin B) accumulated the most under EC of 5 dS·m
. Next, we conducted transcriptome profiling in cucumber leaves, revealing that the function of genes significantly regulated by EC was associated with photosynthesis, many anabolic processes, and membrane transport. Finally, a set of genes contributed to metabolites related to the fruit quality of cucumber were identified by the Orthogonal Partial Least Squares (O2PLS) analysis, including genes involved in the biosynthesis of amino acids, polysaccharides, and many secondary metabolites. Taken together, these findings suggest that coir cultivation in greenhouses with moderate EC can induce a transcriptome-wide change in gene expression, thereby contributing to enhancing the abundance of metabolites associated with cucumber fruit quality.</description><subject>Agricultural production</subject><subject>Amino acids</subject><subject>Chemical properties</subject><subject>Chlorophyll</subject><subject>Coir</subject><subject>Cucumbers</subject><subject>Cucumis sativus - genetics</subject><subject>Cucumis sativus - growth & development</subject><subject>Cucumis sativus - metabolism</subject><subject>Efficiency</subject><subject>Electric Conductivity</subject><subject>Electrical conductivity</subject><subject>Flavonoids</subject><subject>Food quality</subject><subject>Fruit - genetics</subject><subject>Fruit - growth & development</subject><subject>Fruit - metabolism</subject><subject>Fruits</subject><subject>Gene expression</subject><subject>Gene Expression Profiling</subject><subject>Gene Expression Regulation, Plant</subject><subject>Genetic aspects</subject><subject>Greenhouses</subject><subject>Hydroponics</subject><subject>Metabolism</subject><subject>Metabolites</subject><subject>Methods</subject><subject>Nitrates</subject><subject>Nutritional aspects</subject><subject>Photosynthesis</subject><subject>Photosynthesis - genetics</subject><subject>Physiological aspects</subject><subject>Plant growth</subject><subject>Plant Leaves - genetics</subject><subject>Plant Leaves - growth & development</subject><subject>Plant Leaves - metabolism</subject><subject>Proteins</subject><subject>Salinity</subject><subject>Tomatoes</subject><subject>Transcriptome</subject><issn>1422-0067</issn><issn>1661-6596</issn><issn>1422-0067</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>8G5</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><sourceid>GUQSH</sourceid><sourceid>M2O</sourceid><recordid>eNptkk1r3DAQhk1padK0x16LoJdenOrDku1TCUuSBpaE0O1ZyLK00SJLW32k5Ifk_0bOF7ulzEFi5nnfYYapqs8IHhPSw-9mM0VMMUaoY82b6hA1GNcQsvbtzv-g-hDjBkJMMO3fVwekpyUIOazuVzcKXExbIRPwGlzmFIxyCfzyNifjHTi1SpacFBYsvBuzTObWpDtQSkslNFgF4aIMZpv8pGakwEORujVIHqTifhaySeA6C_uo02CRZZ4GFcB58H8dMK7ITChpW7zF3PVj9U4LG9Wn5_eo-n12ulr8rJdX5xeLk2UtCetTTTAcBjb2LRkZbUbGIMGtwlqonnathqOgsFWtxj2BTI-QISl6rWnBZM-EIkfVjyffbR4mNcoyeRCWb4OZRLjjXhi-X3Hmhq_9LUeorK9paXH49uwQ_J-sYuKTiVJZK5zyOXKCCGloS1lT0K__oBufgyvzPVKwY7DdodbCKm6c9qWxnE35SYc6DCmhc9vj_1AlRjUZ6Z3SpuT3BPWTQAYfY1D6dUgE-XxIfO-QCv9ldzOv9MvlkAcqQMVz</recordid><startdate>20241105</startdate><enddate>20241105</enddate><creator>He, Lizhong</creator><creator>Xu, Wentao</creator><creator>Zhou, Dongke</creator><creator>Yan, Jun</creator><creator>Jin, Haijun</creator><creator>Zhang, Hongmei</creator><creator>Cui, Jiawei</creator><creator>Miao, Chen</creator><creator>Zhang, Yongxue</creator><creator>Zhou, Qiang</creator><creator>Yu, Jizhu</creator><creator>Yu, Xiang</creator><creator>Ding, Xiaotao</creator><general>MDPI AG</general><general>MDPI</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>M2O</scope><scope>MBDVC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0009-0002-7356-7342</orcidid><orcidid>https://orcid.org/0000-0002-5730-8802</orcidid><orcidid>https://orcid.org/0000-0003-2278-0880</orcidid><orcidid>https://orcid.org/0000-0003-4005-5113</orcidid><orcidid>https://orcid.org/0000-0002-1665-5285</orcidid></search><sort><creationdate>20241105</creationdate><title>The Impact of Nutrient Solution Electrical Conductivity on Leaf Transcriptome Contributing to the Fruit Quality of Cucumber Grown in Coir Cultivation</title><author>He, Lizhong ; Xu, Wentao ; Zhou, Dongke ; Yan, Jun ; Jin, Haijun ; Zhang, Hongmei ; Cui, Jiawei ; Miao, Chen ; Zhang, Yongxue ; Zhou, Qiang ; Yu, Jizhu ; Yu, Xiang ; Ding, Xiaotao</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c369t-320bb6d973d654d660327e2fae9587f0da507e7f29306fd061ca9ff5032c96ae3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Agricultural production</topic><topic>Amino acids</topic><topic>Chemical properties</topic><topic>Chlorophyll</topic><topic>Coir</topic><topic>Cucumbers</topic><topic>Cucumis sativus - genetics</topic><topic>Cucumis sativus - growth & development</topic><topic>Cucumis sativus - metabolism</topic><topic>Efficiency</topic><topic>Electric Conductivity</topic><topic>Electrical conductivity</topic><topic>Flavonoids</topic><topic>Food quality</topic><topic>Fruit - genetics</topic><topic>Fruit - growth & development</topic><topic>Fruit - metabolism</topic><topic>Fruits</topic><topic>Gene expression</topic><topic>Gene Expression Profiling</topic><topic>Gene Expression Regulation, Plant</topic><topic>Genetic aspects</topic><topic>Greenhouses</topic><topic>Hydroponics</topic><topic>Metabolism</topic><topic>Metabolites</topic><topic>Methods</topic><topic>Nitrates</topic><topic>Nutritional aspects</topic><topic>Photosynthesis</topic><topic>Photosynthesis - genetics</topic><topic>Physiological aspects</topic><topic>Plant growth</topic><topic>Plant Leaves - genetics</topic><topic>Plant Leaves - growth & development</topic><topic>Plant Leaves - metabolism</topic><topic>Proteins</topic><topic>Salinity</topic><topic>Tomatoes</topic><topic>Transcriptome</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>He, Lizhong</creatorcontrib><creatorcontrib>Xu, Wentao</creatorcontrib><creatorcontrib>Zhou, Dongke</creatorcontrib><creatorcontrib>Yan, Jun</creatorcontrib><creatorcontrib>Jin, Haijun</creatorcontrib><creatorcontrib>Zhang, Hongmei</creatorcontrib><creatorcontrib>Cui, Jiawei</creatorcontrib><creatorcontrib>Miao, Chen</creatorcontrib><creatorcontrib>Zhang, Yongxue</creatorcontrib><creatorcontrib>Zhou, Qiang</creatorcontrib><creatorcontrib>Yu, Jizhu</creatorcontrib><creatorcontrib>Yu, Xiang</creatorcontrib><creatorcontrib>Ding, Xiaotao</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Research Library (Alumni Edition)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>Research Library Prep</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Research Library</collection><collection>Research Library (Corporate)</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - 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However, the impact of coir cultivation under varying electrical conductivity (EC) conditions on cucumber growth and fruit quality, particularly through the regulation of gene expression during the vegetative stage, remains uncertain. In this study, we performed metabolic measurements on cucumber in both vegetative and reproductive stages under three different EC conditions and found metabolic products such as some primary metabolites (cellulose, many uncharged amino acids) and some secondary metabolites (rutin, cucurbitacin B) accumulated the most under EC of 5 dS·m
. Next, we conducted transcriptome profiling in cucumber leaves, revealing that the function of genes significantly regulated by EC was associated with photosynthesis, many anabolic processes, and membrane transport. Finally, a set of genes contributed to metabolites related to the fruit quality of cucumber were identified by the Orthogonal Partial Least Squares (O2PLS) analysis, including genes involved in the biosynthesis of amino acids, polysaccharides, and many secondary metabolites. Taken together, these findings suggest that coir cultivation in greenhouses with moderate EC can induce a transcriptome-wide change in gene expression, thereby contributing to enhancing the abundance of metabolites associated with cucumber fruit quality.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>39595933</pmid><doi>10.3390/ijms252211864</doi><orcidid>https://orcid.org/0009-0002-7356-7342</orcidid><orcidid>https://orcid.org/0000-0002-5730-8802</orcidid><orcidid>https://orcid.org/0000-0003-2278-0880</orcidid><orcidid>https://orcid.org/0000-0003-4005-5113</orcidid><orcidid>https://orcid.org/0000-0002-1665-5285</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Agricultural production Amino acids Chemical properties Chlorophyll Coir Cucumbers Cucumis sativus - genetics Cucumis sativus - growth & development Cucumis sativus - metabolism Efficiency Electric Conductivity Electrical conductivity Flavonoids Food quality Fruit - genetics Fruit - growth & development Fruit - metabolism Fruits Gene expression Gene Expression Profiling Gene Expression Regulation, Plant Genetic aspects Greenhouses Hydroponics Metabolism Metabolites Methods Nitrates Nutritional aspects Photosynthesis Photosynthesis - genetics Physiological aspects Plant growth Plant Leaves - genetics Plant Leaves - growth & development Plant Leaves - metabolism Proteins Salinity Tomatoes Transcriptome |
title | The Impact of Nutrient Solution Electrical Conductivity on Leaf Transcriptome Contributing to the Fruit Quality of Cucumber Grown in Coir Cultivation |
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