Evaluation of reference genes for RT-qPCR studies in the leaves of rice seedlings under salt stress
To obtain accurate and reliable results for the expression of genes of interest using quantitative real-time polymerase chain reaction (RT-qPCR) techniques, it is necessary to normalize the data by comparing them to constitutive genes that exhibit uniform expression levels under experimental conditi...
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Veröffentlicht in: | Genetics and molecular research 2015-03, Vol.14 (1), p.2384-2398 |
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creator | Moraes, G P Benitez, L C do Amaral, M N Vighi, I L Auler, P A da Maia, L C Bianchi, V J Braga, E J B |
description | To obtain accurate and reliable results for the expression of genes of interest using quantitative real-time polymerase chain reaction (RT-qPCR) techniques, it is necessary to normalize the data by comparing them to constitutive genes that exhibit uniform expression levels under experimental conditions. In this study, the stability of expression was evaluated for the following ten candidate reference genes in rice leaves (Oryza sativa L.) from the BRS Bojuru and BRS Ligeirinho genotypes that were subjected to salt stress (150 mM): actin 11 (ACT11), beta-tubulin (β-TUB), eukaryote elongation factor 1-α (Eef-1), eukaryotic initiation factor 4-α (eIF-4-α), E2 ubiquitin-conjugating enzyme (UBC-E2), ubiquitin 5 (UBQ5), ubiquitin 10 (UBQ10), glyceraldehyde-3-phosphate dehydrogenase (GAPDH), TIP41-like, and cyclophilin. The stability of expression for the aforementioned genes was then compared to that of three LTP genes using UBQ10, Eef-1, and eIF-4-α as references. After analyzing the expression levels using analysis of variance tests, the results indicated that UBQ10 was the most stable in all treatments (M = 0.404 and SV = 0.327). Furthermore, the eIF-4-α, TIP41-like, and cyclophilin genes exhibited the highest total coefficient of variation (CV = 269, 169.2, 179.2, respectively), which signifies that they exhibited the least stable expression. The expression levels of each candidate gene (LTP7, LTP10, and LTP13) were in contrast to the reference genes. Therefore, we concluded that UBQ10 is the best reference gene for RT-qPCR reactions under the experimental conditions. The expression analysis of LTP7, LTP10, and LTP13 confirmed the importance of validating reference genes to achieve accurate RT-qPCR results. |
doi_str_mv | 10.4238/2015.March.27.24 |
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In this study, the stability of expression was evaluated for the following ten candidate reference genes in rice leaves (Oryza sativa L.) from the BRS Bojuru and BRS Ligeirinho genotypes that were subjected to salt stress (150 mM): actin 11 (ACT11), beta-tubulin (β-TUB), eukaryote elongation factor 1-α (Eef-1), eukaryotic initiation factor 4-α (eIF-4-α), E2 ubiquitin-conjugating enzyme (UBC-E2), ubiquitin 5 (UBQ5), ubiquitin 10 (UBQ10), glyceraldehyde-3-phosphate dehydrogenase (GAPDH), TIP41-like, and cyclophilin. The stability of expression for the aforementioned genes was then compared to that of three LTP genes using UBQ10, Eef-1, and eIF-4-α as references. After analyzing the expression levels using analysis of variance tests, the results indicated that UBQ10 was the most stable in all treatments (M = 0.404 and SV = 0.327). Furthermore, the eIF-4-α, TIP41-like, and cyclophilin genes exhibited the highest total coefficient of variation (CV = 269, 169.2, 179.2, respectively), which signifies that they exhibited the least stable expression. The expression levels of each candidate gene (LTP7, LTP10, and LTP13) were in contrast to the reference genes. Therefore, we concluded that UBQ10 is the best reference gene for RT-qPCR reactions under the experimental conditions. The expression analysis of LTP7, LTP10, and LTP13 confirmed the importance of validating reference genes to achieve accurate RT-qPCR results.</description><identifier>ISSN: 1676-5680</identifier><identifier>EISSN: 1676-5680</identifier><identifier>DOI: 10.4238/2015.March.27.24</identifier><identifier>PMID: 25867385</identifier><language>eng</language><publisher>Brazil</publisher><subject>Gene Expression Regulation, Plant ; Genes, Plant - genetics ; Oryza - genetics ; Oryza sativa ; Plant Leaves - genetics ; Real-Time Polymerase Chain Reaction - methods ; Real-Time Polymerase Chain Reaction - standards ; Reference Standards ; Reproducibility of Results ; Seedlings - genetics ; Sodium Chloride - pharmacology ; Stress, Physiological - drug effects ; Stress, Physiological - genetics</subject><ispartof>Genetics and molecular research, 2015-03, Vol.14 (1), p.2384-2398</ispartof><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c374t-c38fe026b933e104a6cf0aadb30504fc813ac0b3c106d8ce3006424c5a758a453</citedby></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>315,782,786,27933,27934</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25867385$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Moraes, G P</creatorcontrib><creatorcontrib>Benitez, L C</creatorcontrib><creatorcontrib>do Amaral, M N</creatorcontrib><creatorcontrib>Vighi, I L</creatorcontrib><creatorcontrib>Auler, P A</creatorcontrib><creatorcontrib>da Maia, L C</creatorcontrib><creatorcontrib>Bianchi, V J</creatorcontrib><creatorcontrib>Braga, E J B</creatorcontrib><title>Evaluation of reference genes for RT-qPCR studies in the leaves of rice seedlings under salt stress</title><title>Genetics and molecular research</title><addtitle>Genet Mol Res</addtitle><description>To obtain accurate and reliable results for the expression of genes of interest using quantitative real-time polymerase chain reaction (RT-qPCR) techniques, it is necessary to normalize the data by comparing them to constitutive genes that exhibit uniform expression levels under experimental conditions. In this study, the stability of expression was evaluated for the following ten candidate reference genes in rice leaves (Oryza sativa L.) from the BRS Bojuru and BRS Ligeirinho genotypes that were subjected to salt stress (150 mM): actin 11 (ACT11), beta-tubulin (β-TUB), eukaryote elongation factor 1-α (Eef-1), eukaryotic initiation factor 4-α (eIF-4-α), E2 ubiquitin-conjugating enzyme (UBC-E2), ubiquitin 5 (UBQ5), ubiquitin 10 (UBQ10), glyceraldehyde-3-phosphate dehydrogenase (GAPDH), TIP41-like, and cyclophilin. The stability of expression for the aforementioned genes was then compared to that of three LTP genes using UBQ10, Eef-1, and eIF-4-α as references. After analyzing the expression levels using analysis of variance tests, the results indicated that UBQ10 was the most stable in all treatments (M = 0.404 and SV = 0.327). Furthermore, the eIF-4-α, TIP41-like, and cyclophilin genes exhibited the highest total coefficient of variation (CV = 269, 169.2, 179.2, respectively), which signifies that they exhibited the least stable expression. The expression levels of each candidate gene (LTP7, LTP10, and LTP13) were in contrast to the reference genes. Therefore, we concluded that UBQ10 is the best reference gene for RT-qPCR reactions under the experimental conditions. The expression analysis of LTP7, LTP10, and LTP13 confirmed the importance of validating reference genes to achieve accurate RT-qPCR results.</description><subject>Gene Expression Regulation, Plant</subject><subject>Genes, Plant - genetics</subject><subject>Oryza - genetics</subject><subject>Oryza sativa</subject><subject>Plant Leaves - genetics</subject><subject>Real-Time Polymerase Chain Reaction - methods</subject><subject>Real-Time Polymerase Chain Reaction - standards</subject><subject>Reference Standards</subject><subject>Reproducibility of Results</subject><subject>Seedlings - genetics</subject><subject>Sodium Chloride - pharmacology</subject><subject>Stress, Physiological - drug effects</subject><subject>Stress, Physiological - genetics</subject><issn>1676-5680</issn><issn>1676-5680</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkTtPwzAUhS0EoqWwMyGPLA3Xz7gjqspDAoEQzJbj3EBQmrR2Uol_jwsFsbHcl853h3MIOWWQSS7MBQemsnsX_FvG84zLPTJmOtdTpQ3s_5lH5CjGdwCupIFDMuLK6FwYNSZ-sXHN4Pq6a2lX0YAVBmw90ldsMdKqC_Tpebp-nD_R2A9lnW51S_s3pA26Tdq2UJ30EbFs6vY10qEtMdDomj4hAWM8JgeVayKe7PqEvFwtnuc307uH69v55d3Ui1z2qZoKgetiJgQykE77CpwrCwEKZOUNE85DITwDXRqPAkBLLr1yuTJOKjEh599_V6FbDxh7u6yjx6ZxLXZDtCxnXGmQwP-XJntErjmfJSl8S33oYkwG2VWoly58WAZ2m4LdpmC_UrA8t1wm5Gz3fSiWWP4CP7aLT-PUgy8</recordid><startdate>20150327</startdate><enddate>20150327</enddate><creator>Moraes, G P</creator><creator>Benitez, L C</creator><creator>do Amaral, M N</creator><creator>Vighi, I L</creator><creator>Auler, P A</creator><creator>da Maia, L C</creator><creator>Bianchi, V J</creator><creator>Braga, E J B</creator><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>7X8</scope><scope>8FD</scope><scope>FR3</scope><scope>P64</scope><scope>RC3</scope></search><sort><creationdate>20150327</creationdate><title>Evaluation of reference genes for RT-qPCR studies in the leaves of rice seedlings under salt stress</title><author>Moraes, G P ; Benitez, L C ; do Amaral, M N ; Vighi, I L ; Auler, P A ; da Maia, L C ; Bianchi, V J ; Braga, E J B</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c374t-c38fe026b933e104a6cf0aadb30504fc813ac0b3c106d8ce3006424c5a758a453</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Gene Expression Regulation, Plant</topic><topic>Genes, Plant - genetics</topic><topic>Oryza - genetics</topic><topic>Oryza sativa</topic><topic>Plant Leaves - genetics</topic><topic>Real-Time Polymerase Chain Reaction - methods</topic><topic>Real-Time Polymerase Chain Reaction - standards</topic><topic>Reference Standards</topic><topic>Reproducibility of Results</topic><topic>Seedlings - genetics</topic><topic>Sodium Chloride - pharmacology</topic><topic>Stress, Physiological - drug effects</topic><topic>Stress, Physiological - genetics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Moraes, G P</creatorcontrib><creatorcontrib>Benitez, L C</creatorcontrib><creatorcontrib>do Amaral, M N</creatorcontrib><creatorcontrib>Vighi, I L</creatorcontrib><creatorcontrib>Auler, P A</creatorcontrib><creatorcontrib>da Maia, L C</creatorcontrib><creatorcontrib>Bianchi, V J</creatorcontrib><creatorcontrib>Braga, E J B</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><jtitle>Genetics and molecular research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Moraes, G P</au><au>Benitez, L C</au><au>do Amaral, M N</au><au>Vighi, I L</au><au>Auler, P A</au><au>da Maia, L C</au><au>Bianchi, V J</au><au>Braga, E J B</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Evaluation of reference genes for RT-qPCR studies in the leaves of rice seedlings under salt stress</atitle><jtitle>Genetics and molecular research</jtitle><addtitle>Genet Mol Res</addtitle><date>2015-03-27</date><risdate>2015</risdate><volume>14</volume><issue>1</issue><spage>2384</spage><epage>2398</epage><pages>2384-2398</pages><issn>1676-5680</issn><eissn>1676-5680</eissn><abstract>To obtain accurate and reliable results for the expression of genes of interest using quantitative real-time polymerase chain reaction (RT-qPCR) techniques, it is necessary to normalize the data by comparing them to constitutive genes that exhibit uniform expression levels under experimental conditions. In this study, the stability of expression was evaluated for the following ten candidate reference genes in rice leaves (Oryza sativa L.) from the BRS Bojuru and BRS Ligeirinho genotypes that were subjected to salt stress (150 mM): actin 11 (ACT11), beta-tubulin (β-TUB), eukaryote elongation factor 1-α (Eef-1), eukaryotic initiation factor 4-α (eIF-4-α), E2 ubiquitin-conjugating enzyme (UBC-E2), ubiquitin 5 (UBQ5), ubiquitin 10 (UBQ10), glyceraldehyde-3-phosphate dehydrogenase (GAPDH), TIP41-like, and cyclophilin. The stability of expression for the aforementioned genes was then compared to that of three LTP genes using UBQ10, Eef-1, and eIF-4-α as references. After analyzing the expression levels using analysis of variance tests, the results indicated that UBQ10 was the most stable in all treatments (M = 0.404 and SV = 0.327). Furthermore, the eIF-4-α, TIP41-like, and cyclophilin genes exhibited the highest total coefficient of variation (CV = 269, 169.2, 179.2, respectively), which signifies that they exhibited the least stable expression. The expression levels of each candidate gene (LTP7, LTP10, and LTP13) were in contrast to the reference genes. Therefore, we concluded that UBQ10 is the best reference gene for RT-qPCR reactions under the experimental conditions. The expression analysis of LTP7, LTP10, and LTP13 confirmed the importance of validating reference genes to achieve accurate RT-qPCR results.</abstract><cop>Brazil</cop><pmid>25867385</pmid><doi>10.4238/2015.March.27.24</doi><tpages>15</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Gene Expression Regulation, Plant Genes, Plant - genetics Oryza - genetics Oryza sativa Plant Leaves - genetics Real-Time Polymerase Chain Reaction - methods Real-Time Polymerase Chain Reaction - standards Reference Standards Reproducibility of Results Seedlings - genetics Sodium Chloride - pharmacology Stress, Physiological - drug effects Stress, Physiological - genetics |
title | Evaluation of reference genes for RT-qPCR studies in the leaves of rice seedlings under salt stress |
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