Selection and validation of reference genes for quantitative real-time PCR analysis under different experimental conditions in the leafminer Liriomyza trifolii (Diptera: Agromyzidae)

Abstract Background:Before studying gene expression of different organisms, it is important to determine the best reference gene. At present, the most accurate method of detecting gene expression is quantitative real-time PCR (RT-qPCR). With this method, reference genes that are stable in different biological systems and under different conditions can be obtained. Toona ciliata Roem ( T. ciliata ). is a valuable and fast-growing timber specie. In this study, 20 reference genes were identified using RT-qPCR, as a primary prerequisite for future gene expression analysis. Four different methods, geNorm, NormFinder, BestKeeper, and RankAggreg were used to evaluate the expression stability of the 20 candidate reference genes in various tissues under different conditions.Results:The experimental results showed that TUB-α was the most stably expressed reference gene across all samples and UBC17 was the most stable in leaves and young stems under Hypsipyla robusta ( H. robusta ) and methyl jasmonate (MeJA) treatments. In addition, PP2C59 and UBC5B were the best-performing genes in leaves under H. robusta treatment, while HIS1 and ACT7 were the best reference genes in young stems. The two best reference genes were 60S-18 and TUB-α after treatment at 4 °C. The expression of HIS6 and MUB1 was the most stable under PEG6000 treatment. The accuracy of the selected reference genes was verified using the transcription factor MYB3 ( TcMYB3) gene.Conclusions:This is the first report to verify the best reference genes for normalizing gene expression in T. ciliata under different conditions, which will facilitate future elucidation of gene regulations in this species.

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Selection and validation of reference genes for measuring gene expression in Toona ciliata under different experimental conditions by quantitative real-time PCR analysis

BMC Plant Biology ◽

10.1186/s12870-020-02670-3 ◽

2020 ◽

Vol 20 (1) ◽

Author(s):

Huiyun Song ◽

Wenmai Mao ◽

Zhihao Duan ◽

Qingmin Que ◽

Wei Zhou ◽

...

Keyword(s):

Gene Expression ◽

Real Time ◽

Reference Gene ◽

Real Time Pcr ◽

Reference Genes ◽

Accurate Method ◽

Pcr Analysis ◽

Quantitative Real Time Pcr ◽

Experimental Conditions ◽

Toona Ciliata

Abstract Background Before studying gene expression of different organisms, it is important to determine the best reference gene. At present, the most accurate method of detecting gene expression is quantitative real-time PCR (RT-qPCR). With this method, reference genes that are stable in different biological systems and under different conditions can be obtained. Toona ciliata Roem (T. ciliata). is a valuable and fast-growing timber specie. In this study, 20 reference genes were identified using RT-qPCR, as a primary prerequisite for future gene expression analysis. Four different methods, geNorm, NormFinder, BestKeeper, and RankAggreg were used to evaluate the expression stability of the 20 candidate reference genes in various tissues under different conditions. Results The experimental results showed that TUB-α was the most stably expressed reference gene across all samples and UBC17 was the most stable in leaves and young stems under Hypsipyla robusta (H. robusta) and methyl jasmonate (MeJA) treatments. In addition, PP2C59 and UBC5B were the best-performing genes in leaves under H. robusta treatment, while HIS1 and ACT7 were the best reference genes in young stems. The two best reference genes were 60S-18 and TUB-α after treatment at 4 °C. The expression of HIS6 and MUB1 was the most stable under PEG6000 treatment. The accuracy of the selected reference genes was verified using the transcription factor MYB3 (TcMYB3) gene. Conclusions This is the first report to verify the best reference genes for normalizing gene expression in T. ciliata under different conditions, which will facilitate future elucidation of gene regulations in this species.

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Selection and validation of reference genes for measuring gene expression in Toona ciliata under different experimental conditions by quantitative real-time PCR analysis

10.21203/rs.3.rs-35251/v2 ◽

2020 ◽

Author(s):

Huiyun song ◽

Wenmai Mao ◽

Zhihao Duan ◽

Qingmin Que ◽

Wei Zhou ◽

...

Keyword(s):

Gene Expression ◽

Real Time ◽

Reference Gene ◽

Real Time Pcr ◽

Reference Genes ◽

Accurate Method ◽

Pcr Analysis ◽

Quantitative Real Time Pcr ◽

Experimental Conditions ◽

Toona Ciliata

Abstract Background: Before studying gene expression of different organisms, it is important to determine the best reference gene. At present, the most accurate method of detecting gene expression is quantitative real-time PCR (RT-qPCR). With this method, reference genes that are stable in different biological systems and under different conditions can be obtained. Toona ciliata Roem (T. ciliata). is a valuable and fast-growing timber specie. In this study, 20 reference genes were identified using RT-qPCR, as a primary prerequisite for future gene expression analysis. Four different methods, geNorm, NormFinder, BestKeeper, and RankAggreg were used to evaluate the expression stability of the 20 candidate reference genes in various tissues under different conditions. Results: The experimental results showed that TUB-α was the most stably expressed reference gene across all samples and UBC17 was the most stable in leaves and young stems under Hypsipyla robusta (H. robusta) and methyl jasmonate (MeJA) treatments. In addition, PP2C59 and UBC5B were the best-performing genes in leaves under H. robusta treatment, while HIS1 and ACT7 were the best reference genes in young stems. The two best reference genes were 60S-18 and TUB-α after treatment at 4 °C. The expression of HIS6 and MUB1 was the most stable under PEG6000 treatment. The accuracy of the selected reference genes was verified using the transcription factor MYB3 (TcMYB3) gene. Conclusions: This is the first report to verify the best reference genes for normalizing gene expression in T. ciliata under different conditions, which will facilitate future elucidation of gene regulations in this species.

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Selection and validation of reference genes for measuring gene expression in Toona ciliata under different experimental conditions by quantitative real-time PCR analysis

10.21203/rs.3.rs-35251/v4 ◽

2020 ◽

Author(s):

Huiyun song ◽

Wenmai Mao ◽

Zhihao Duan ◽

Qingmin Que ◽

Wei Zhou ◽

...

Keyword(s):

Gene Expression ◽

Real Time ◽

Reference Gene ◽

Real Time Pcr ◽

Reference Genes ◽

Accurate Method ◽

Pcr Analysis ◽

Quantitative Real Time Pcr ◽

Experimental Conditions ◽

Toona Ciliata

Abstract Background: Before studying gene expression of different organisms, it is important to determine the best reference gene. At present, the most accurate method of detecting gene expression is quantitative real-time PCR (RT-qPCR). With this method, reference genes that are stable in different biological systems and under different conditions can be obtained. Toona ciliata Roem (T. ciliata). is a valuable and fast-growing timber specie. In this study, 20 reference genes were identified using RT-qPCR, as a primary prerequisite for future gene expression analysis. Four different methods, geNorm, NormFinder, BestKeeper, and RankAggreg were used to evaluate the expression stability of the 20 candidate reference genes in various tissues under different conditions. Results: The experimental results showed that TUB-α was the most stably expressed reference gene across all samples and UBC17 was the most stable in leaves and young stems under Hypsipyla robusta (H. robusta) and methyl jasmonate (MeJA) treatments. In addition, PP2C59 and UBC5B were the best-performing genes in leaves under H. robusta treatment, while HIS1 and ACT7 were the best reference genes in young stems. The two best reference genes were 60S-18 and TUB-α after treatment at 4 °C. The expression of HIS6 and MUB1 was the most stable under PEG6000 treatment. The accuracy of the selected reference genes was verified using the transcription factor MYB3 (TcMYB3) gene. Conclusions: This is the first report to verify the best reference genes for normalizing gene expression in T. ciliata under different conditions, which will facilitate future elucidation of gene regulations in this species.

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Selection and Validation of Reference Genes for Measuring Gene Expression in Toona Ciliata under Different Experimental Conditions by Quantitative Real-Time PCR Analysis

10.21203/rs.3.rs-35251/v1 ◽

2020 ◽

Author(s):

Huiyun song ◽

Wenmai Mao ◽

Zhihao Duan ◽

Qingmin Que ◽

Wei Zhou ◽

...

Keyword(s):

Gene Expression ◽

Real Time ◽

Reference Gene ◽

Real Time Pcr ◽

Reference Genes ◽

Pcr Analysis ◽

Timber Species ◽

Quantitative Real Time Pcr ◽

Experimental Conditions ◽

Toona Ciliata

Abstract Background: Before studying the gene expression of different organisms, it is important to determine the best reference gene. At present, the most accurate method for detecting gene expression is quantitative real-time PCR(RT-qPCR). By using this method, reference genes that are stable in different biological systems and under different conditions can be obtained. Toona ciliata Roem (T. ciliata). is a valuable and fast-growing timber species. In this study, 20 reference genes were identified through RT-qPCR, as a primary prerequisite for future gene expression analysis. Four different methods, geNorm, NormFinder, BestKeeper, and RankAggreg were used to evaluate the stability of expression of 20 candidate reference genes in various tissues under different conditions. Results: The experimental results showed that TUB-α was the most stably expressed reference gene across all samples; UBC17 was found to be the most stable in leaves & young stems under Hypsipyla robusta (H. robusta) and methyl jasmonate (MeJA) treatment. In addition, under H. robusta treatment, PP2C59 and UBC5B were the best-performing genes in leaves, while HIS1 and ACT7 were the best reference genes in young stems. Under low temperature (4℃) treatment, the two best reference genes were 60S-18 and TUB-α. The expression of HIS6 and MUB1 was the most stable under PEG6000 treatment. The accuracy of the selected reference genes was verified using transcription factor MYB3(TcMYB3) genes. Conclusions: This is the first report to verify the best reference genes for normalizing gene expression in T. ciliata under different conditions, which will facilitate the future elucidation of gene regulations in this species.

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rpoB and efp are stable candidate reference genes for quantitative real-time PCR analysis in Saccharopolyspora spinosa

Biotechnology & Biotechnological Equipment ◽

10.1080/13102818.2021.1899852 ◽

2021 ◽

Vol 35 (1) ◽

pp. 619-632

Author(s):

Xiaomeng Liu ◽

Yunpeng Zhang ◽

Kexue Huang ◽

Tie Yin ◽

Qi Li ◽

...

Keyword(s):

Real Time ◽

Real Time Pcr ◽

Reference Genes ◽

Pcr Analysis ◽

Quantitative Real Time Pcr ◽

Saccharopolyspora Spinosa

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Selecting and validating reference genes for quantitative real-time PCR in Plutella xylostella (L.)

Genome ◽

10.1139/gen-2017-0176 ◽

2018 ◽

Vol 61 (5) ◽

pp. 349-358 ◽

Cited By ~ 6

Author(s):

Yanchun You ◽

Miao Xie ◽

Liette Vasseur ◽

Minsheng You

Keyword(s):

Gene Expression ◽

Real Time ◽

Plutella Xylostella ◽

Real Time Pcr ◽

Reference Genes ◽

Developmental Stages ◽

Quantitative Real Time Pcr ◽

Experimental Conditions ◽

Expression Studies ◽

Gene Expression Studies

Gene expression analysis provides important clues regarding gene functions, and quantitative real-time PCR (qRT-PCR) is a widely used method in gene expression studies. Reference genes are essential for normalizing and accurately assessing gene expression. In the present study, 16 candidate reference genes (ACTB, CyPA, EF1-α, GAPDH, HSP90, NDPk, RPL13a, RPL18, RPL19, RPL32, RPL4, RPL8, RPS13, RPS4, α-TUB, and β-TUB) from Plutella xylostella were selected to evaluate gene expression stability across different experimental conditions using five statistical algorithms (geNorm, NormFinder, Delta Ct, BestKeeper, and RefFinder). The results suggest that different reference genes or combinations of reference genes are suitable for normalization in gene expression studies of P. xylostella according to the different developmental stages, strains, tissues, and insecticide treatments. Based on the given experimental sets, the most stable reference genes were RPS4 across different developmental stages, RPL8 across different strains and tissues, and EF1-α across different insecticide treatments. A comprehensive and systematic assessment of potential reference genes for gene expression normalization is essential for post-genomic functional research in P. xylostella, a notorious pest with worldwide distribution and a high capacity to adapt and develop resistance to insecticides.

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