Identification of optimal and novel reference genes for quantitative real‐time polymerase chain reaction analysis in grapevine

Background and Aims Quantitative real‐time polymerase chain reaction (qRT‐PCR) has the advantages of sensitivity, specificity and repeatability, and is commonly used to investigate the expression levels of genes. The selection of appropriate endogenous reference genes is the pre‐condition for acquir...

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Veröffentlicht in:Australian journal of grape and wine research 2021-07, Vol.27 (3), p.325-333
Hauptverfasser: Wei, T.‐L., Wang, H., Pei, M.‐S., Liu, H.‐N., Yu, Y.‐H., Jiang, J.‐F., Guo, D.‐L.
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container_end_page 333
container_issue 3
container_start_page 325
container_title Australian journal of grape and wine research
container_volume 27
creator Wei, T.‐L.
Wang, H.
Pei, M.‐S.
Liu, H.‐N.
Yu, Y.‐H.
Jiang, J.‐F.
Guo, D.‐L.
description Background and Aims Quantitative real‐time polymerase chain reaction (qRT‐PCR) has the advantages of sensitivity, specificity and repeatability, and is commonly used to investigate the expression levels of genes. The selection of appropriate endogenous reference genes is the pre‐condition for acquiring the desired results of qRT‐PCR. This study aimed to identify and screen the most suitable reference genes for grapevines. Methods and Results Three novel genes from previous transcriptomic data were selected for their stable expression either at the developmental stages of the grape berry or under the various treatments. The expression stability of these three candidate genes and six commonly used reference genes were evaluated with geNorm, NormFinder and BestKeeper algorithms in several grapevine samples. The geNorm analysis indicated that two reference genes were sufficient to normalise expression. The optimal reference gene combinations were: VvEF1‐γ and PPR2 in fruit; RRM1 and EF1‐α in leaf; EF1‐α and Actin in tendril of several cultivars. The combination of EF1‐α and VvEF1‐α was the most appropriate reference gene for fruits at different developmental stages. When all the samples were considered, the combination of RRM1 and Ubiquitin was optimal. Conclusions Different reference genes should be employed when qRT‐PCR is performed in different grapevine samples. The gene RRM1 is a new appropriate reference gene for grapevine. Significance of the Study This study provided alternatives for the optimal reference genes in qRT‐PCR, and identified one novel and appropriate reference gene (RRM1) for grapevine.
doi_str_mv 10.1111/ajgw.12483
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The selection of appropriate endogenous reference genes is the pre‐condition for acquiring the desired results of qRT‐PCR. This study aimed to identify and screen the most suitable reference genes for grapevines. Methods and Results Three novel genes from previous transcriptomic data were selected for their stable expression either at the developmental stages of the grape berry or under the various treatments. The expression stability of these three candidate genes and six commonly used reference genes were evaluated with geNorm, NormFinder and BestKeeper algorithms in several grapevine samples. The geNorm analysis indicated that two reference genes were sufficient to normalise expression. The optimal reference gene combinations were: VvEF1‐γ and PPR2 in fruit; RRM1 and EF1‐α in leaf; EF1‐α and Actin in tendril of several cultivars. The combination of EF1‐α and VvEF1‐α was the most appropriate reference gene for fruits at different developmental stages. When all the samples were considered, the combination of RRM1 and Ubiquitin was optimal. Conclusions Different reference genes should be employed when qRT‐PCR is performed in different grapevine samples. The gene RRM1 is a new appropriate reference gene for grapevine. Significance of the Study This study provided alternatives for the optimal reference genes in qRT‐PCR, and identified one novel and appropriate reference gene (RRM1) for grapevine.</description><identifier>ISSN: 1322-7130</identifier><identifier>EISSN: 1755-0238</identifier><identifier>DOI: 10.1111/ajgw.12483</identifier><language>eng</language><publisher>Melbourne: John Wiley &amp; Sons Australia, Ltd</publisher><subject>Actin ; Algorithms ; Cultivars ; Developmental stages ; Fruits ; Gene expression ; gene expression stability ; Genes ; Grapevines ; Polymerase chain reaction ; qRT‐PCR ; reference gene ; RRM ; Ubiquitin ; Vitis vinifera</subject><ispartof>Australian journal of grape and wine research, 2021-07, Vol.27 (3), p.325-333</ispartof><rights>2021 Australian Society of Viticulture and Oenology Inc.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3373-e88c94703da3a5b28ea86962433faf10a88a1a3c169e21fc3634059a23cf76eb3</citedby><cites>FETCH-LOGICAL-c3373-e88c94703da3a5b28ea86962433faf10a88a1a3c169e21fc3634059a23cf76eb3</cites><orcidid>0000-0001-5379-5255</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids></links><search><creatorcontrib>Wei, T.‐L.</creatorcontrib><creatorcontrib>Wang, H.</creatorcontrib><creatorcontrib>Pei, M.‐S.</creatorcontrib><creatorcontrib>Liu, H.‐N.</creatorcontrib><creatorcontrib>Yu, Y.‐H.</creatorcontrib><creatorcontrib>Jiang, J.‐F.</creatorcontrib><creatorcontrib>Guo, D.‐L.</creatorcontrib><title>Identification of optimal and novel reference genes for quantitative real‐time polymerase chain reaction analysis in grapevine</title><title>Australian journal of grape and wine research</title><description>Background and Aims Quantitative real‐time polymerase chain reaction (qRT‐PCR) has the advantages of sensitivity, specificity and repeatability, and is commonly used to investigate the expression levels of genes. The selection of appropriate endogenous reference genes is the pre‐condition for acquiring the desired results of qRT‐PCR. This study aimed to identify and screen the most suitable reference genes for grapevines. Methods and Results Three novel genes from previous transcriptomic data were selected for their stable expression either at the developmental stages of the grape berry or under the various treatments. The expression stability of these three candidate genes and six commonly used reference genes were evaluated with geNorm, NormFinder and BestKeeper algorithms in several grapevine samples. The geNorm analysis indicated that two reference genes were sufficient to normalise expression. The optimal reference gene combinations were: VvEF1‐γ and PPR2 in fruit; RRM1 and EF1‐α in leaf; EF1‐α and Actin in tendril of several cultivars. The combination of EF1‐α and VvEF1‐α was the most appropriate reference gene for fruits at different developmental stages. When all the samples were considered, the combination of RRM1 and Ubiquitin was optimal. Conclusions Different reference genes should be employed when qRT‐PCR is performed in different grapevine samples. The gene RRM1 is a new appropriate reference gene for grapevine. Significance of the Study This study provided alternatives for the optimal reference genes in qRT‐PCR, and identified one novel and appropriate reference gene (RRM1) for grapevine.</description><subject>Actin</subject><subject>Algorithms</subject><subject>Cultivars</subject><subject>Developmental stages</subject><subject>Fruits</subject><subject>Gene expression</subject><subject>gene expression stability</subject><subject>Genes</subject><subject>Grapevines</subject><subject>Polymerase chain reaction</subject><subject>qRT‐PCR</subject><subject>reference gene</subject><subject>RRM</subject><subject>Ubiquitin</subject><subject>Vitis vinifera</subject><issn>1322-7130</issn><issn>1755-0238</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp9kM1OwzAMxysEEmNw4QkicUPqyEc_0uM0wRhC4gLiWHmZMzp1SZd0m3rbI_CMPAnZyhlfbNm_v2X_o-iW0REL8QCr5X7EeCLFWTRgeZrGlAt5HmrBeZwzQS-jK-9XlGYsYXwQHWYLNG2lKwVtZQ2xmtimrdZQEzALYuwOa-JQo0OjkCzRoCfaOrLZQtC1QbXDAED9c_gOOiSNrbs1OvBI1BdU5jhUp91goO585UloLh00uKsMXkcXGmqPN395GH08Pb5PnuPXt-lsMn6NlRC5iFFKVSQ5FQsQkM65RJBZkfFECA2aUZASGAjFsgI500pkIqFpAVwonWc4F8Port_bOLvZom_Lld26cJEveZrQhBaS5oG67ynlrPfh77JxwQzXlYyWR4fLo8PlyeEAsx7eVzV2_5Dl-GX62Wt-AWPngXE</recordid><startdate>202107</startdate><enddate>202107</enddate><creator>Wei, T.‐L.</creator><creator>Wang, H.</creator><creator>Pei, M.‐S.</creator><creator>Liu, H.‐N.</creator><creator>Yu, Y.‐H.</creator><creator>Jiang, J.‐F.</creator><creator>Guo, D.‐L.</creator><general>John Wiley &amp; Sons Australia, Ltd</general><general>Wiley Subscription Services, Inc</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7QO</scope><scope>7QR</scope><scope>7T7</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>P64</scope><orcidid>https://orcid.org/0000-0001-5379-5255</orcidid></search><sort><creationdate>202107</creationdate><title>Identification of optimal and novel reference genes for quantitative real‐time polymerase chain reaction analysis in grapevine</title><author>Wei, T.‐L. ; Wang, H. ; Pei, M.‐S. ; Liu, H.‐N. ; Yu, Y.‐H. ; Jiang, J.‐F. ; Guo, D.‐L.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3373-e88c94703da3a5b28ea86962433faf10a88a1a3c169e21fc3634059a23cf76eb3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Actin</topic><topic>Algorithms</topic><topic>Cultivars</topic><topic>Developmental stages</topic><topic>Fruits</topic><topic>Gene expression</topic><topic>gene expression stability</topic><topic>Genes</topic><topic>Grapevines</topic><topic>Polymerase chain reaction</topic><topic>qRT‐PCR</topic><topic>reference gene</topic><topic>RRM</topic><topic>Ubiquitin</topic><topic>Vitis vinifera</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wei, T.‐L.</creatorcontrib><creatorcontrib>Wang, H.</creatorcontrib><creatorcontrib>Pei, M.‐S.</creatorcontrib><creatorcontrib>Liu, H.‐N.</creatorcontrib><creatorcontrib>Yu, Y.‐H.</creatorcontrib><creatorcontrib>Jiang, J.‐F.</creatorcontrib><creatorcontrib>Guo, D.‐L.</creatorcontrib><collection>CrossRef</collection><collection>Biotechnology Research Abstracts</collection><collection>Chemoreception Abstracts</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><jtitle>Australian journal of grape and wine research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wei, T.‐L.</au><au>Wang, H.</au><au>Pei, M.‐S.</au><au>Liu, H.‐N.</au><au>Yu, Y.‐H.</au><au>Jiang, J.‐F.</au><au>Guo, D.‐L.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Identification of optimal and novel reference genes for quantitative real‐time polymerase chain reaction analysis in grapevine</atitle><jtitle>Australian journal of grape and wine research</jtitle><date>2021-07</date><risdate>2021</risdate><volume>27</volume><issue>3</issue><spage>325</spage><epage>333</epage><pages>325-333</pages><issn>1322-7130</issn><eissn>1755-0238</eissn><abstract>Background and Aims Quantitative real‐time polymerase chain reaction (qRT‐PCR) has the advantages of sensitivity, specificity and repeatability, and is commonly used to investigate the expression levels of genes. The selection of appropriate endogenous reference genes is the pre‐condition for acquiring the desired results of qRT‐PCR. This study aimed to identify and screen the most suitable reference genes for grapevines. Methods and Results Three novel genes from previous transcriptomic data were selected for their stable expression either at the developmental stages of the grape berry or under the various treatments. The expression stability of these three candidate genes and six commonly used reference genes were evaluated with geNorm, NormFinder and BestKeeper algorithms in several grapevine samples. The geNorm analysis indicated that two reference genes were sufficient to normalise expression. The optimal reference gene combinations were: VvEF1‐γ and PPR2 in fruit; RRM1 and EF1‐α in leaf; EF1‐α and Actin in tendril of several cultivars. The combination of EF1‐α and VvEF1‐α was the most appropriate reference gene for fruits at different developmental stages. When all the samples were considered, the combination of RRM1 and Ubiquitin was optimal. Conclusions Different reference genes should be employed when qRT‐PCR is performed in different grapevine samples. The gene RRM1 is a new appropriate reference gene for grapevine. Significance of the Study This study provided alternatives for the optimal reference genes in qRT‐PCR, and identified one novel and appropriate reference gene (RRM1) for grapevine.</abstract><cop>Melbourne</cop><pub>John Wiley &amp; Sons Australia, Ltd</pub><doi>10.1111/ajgw.12483</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0001-5379-5255</orcidid><oa>free_for_read</oa></addata></record>
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subjects Actin
Algorithms
Cultivars
Developmental stages
Fruits
Gene expression
gene expression stability
Genes
Grapevines
Polymerase chain reaction
qRT‐PCR
reference gene
RRM
Ubiquitin
Vitis vinifera
title Identification of optimal and novel reference genes for quantitative real‐time polymerase chain reaction analysis in grapevine
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