Chinese Journal OF Rice Science ›› 2019, Vol. 33 ›› Issue (1): 75-84.DOI: 10.16819/j.1001-7216.2019.8035
• Experimental Technique • Previous Articles Next Articles
Hongxing XU1, Guorong WANG2, Yanhui LU1,*(), Yajun YANG1, Xusong ZHENG1, Junce TIAN1, Zhongxian LÜ1,*(
)
Received:
2018-03-27
Revised:
2018-05-15
Online:
2019-01-10
Published:
2019-01-10
Contact:
Yanhui LU, Zhongxian LÜ
徐红星1, 王国荣2, 鲁艳辉1,*(), 杨亚军1, 郑许松1, 田俊策1, 吕仲贤1,*(
)
通讯作者:
鲁艳辉,吕仲贤
基金资助:
CLC Number:
Hongxing XU, Guorong WANG, Yanhui LU, Yajun YANG, Xusong ZHENG, Junce TIAN, Zhongxian LÜ. Screening Reference Genes and Evaluating of Their Expression Stability for qRT-PCR Normalization in Chilo suppressalis (Lepidoptera: Pyralididae)[J]. Chinese Journal OF Rice Science, 2019, 33(1): 75-84.
徐红星, 王国荣, 鲁艳辉, 杨亚军, 郑许松, 田俊策, 吕仲贤. 二化螟实时荧光定量PCR内参基因筛选和表达稳定性评价[J]. 中国水稻科学, 2019, 33(1): 75-84.
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URL: http://www.ricesci.cn/EN/10.16819/j.1001-7216.2019.8035
基因名(缩写) Gene name (Gene symbol) | 引物序列 Sequence (5′-3′) | 基因功能 Putative function | PCR扩增效率E/% | 决定系数Coefficient of determination | ||
---|---|---|---|---|---|---|
Beta微管蛋白 | F: CTCCGACTTACAGTTAGAGC | 细胞骨架结构蛋白 Cytoskeleton structural protein | 104.2 | 0.994 | ||
Beta-tubulin(TUB) | R: AGTACTGAATCGACAAGCTC | |||||
延长因子-1α | F: CTGGGTATTGGACAAACTGA | 核糖体的组成结构 Structural constituent of ribosome | 107.0 | 0.997 | ||
Elongation factor-1α(EF1) | R: GAGGTTCCTGTGATCATGTT | |||||
转录因子4 | F: ATTGCTGTGATAAAGAAGAAC | 催化GTP结合到核糖体的受体 Catalyze GTP binding to the acceptor of ribosome | 98.7 | 0.993 | ||
Transcription factor 4(TF4) | R: AGAAGGTGGTGGACTCAAC | |||||
甘油醛-3-磷酸脱氢酶Glyceraldehyde-3-phosphate dehydrogenase(GAPDH) | F: GGGTATTCTTGACTACAC | 糖酵解酶Glycolytic enzyme | 105.9 | 0.995 | ||
R: CTGGATGTACTTGATGAG | ||||||
肌动蛋白A1 | F: GTCGCTTCCCAAATTACATC | 参与细胞的运动、结构和完整性Involved in cell motility, structure and integrity | 103.5 | 0.987 | ||
Actin A1(ACTA) | R: CTCCATATCGTTCCAGTCG | |||||
Beta肌动蛋白 | F: GATCATGTTTGAGACCTT | 参与细胞的运动、结构和完整性Involved in cell motility, structure and integrity | 97.6 | 0.992 | ||
Beta-actin(ACTB) | R: GATCTTCATGAGGTAGTC | |||||
精氨酸激酶 | F: CTGAAGAAGTACCTTACC | 细胞能量代谢关键酶Key enzyme F cellular energy metabolism | 99.4 | 0.996 | ||
Argininase kinase(AK) | R: CAATCCAGCAGAGTTGAG | |||||
核糖体蛋白S2 | F: CAACGATGAGGTCTTGAAGA | 核糖体的组成结构 Structural constituent of ribosome | 102.1 | 0.990 | ||
Ribosomal protein S2(RPS2) | R: CGATCTTGTTACCCCAGTAG | |||||
核糖体蛋白S3 | F: CGGAGATCATCATTATGG | 核糖体的组成结构 Structural constituent of ribosome | 103.5 | 0.989 | ||
Ribosomal protein S3(RPS3) | R: GAGTTTGTATCTGAGAGAC | |||||
核糖体蛋白S5 | F: TACTGCCATAATCAACTCCG | 核糖体的组成结构 Structural constituent of ribosome | 105.4 | 0.992 | ||
Ribosomal protein S5(RPS5) | R: TTAGATGAACCCTTAGCAGC | |||||
核糖体蛋白L10 | F: GACTTGGGTAAGAAGAAG | 核糖体的组成结构 Structural constituent of ribosome | 101.4 | 0.989 | ||
Ribosomal protein L10(RPL10) | R: GATGACATGGAATGGATG |
Table 1 Function, primer sequence and amplicon characteristics of the candidate reference genes used in this study.
基因名(缩写) Gene name (Gene symbol) | 引物序列 Sequence (5′-3′) | 基因功能 Putative function | PCR扩增效率E/% | 决定系数Coefficient of determination | ||
---|---|---|---|---|---|---|
Beta微管蛋白 | F: CTCCGACTTACAGTTAGAGC | 细胞骨架结构蛋白 Cytoskeleton structural protein | 104.2 | 0.994 | ||
Beta-tubulin(TUB) | R: AGTACTGAATCGACAAGCTC | |||||
延长因子-1α | F: CTGGGTATTGGACAAACTGA | 核糖体的组成结构 Structural constituent of ribosome | 107.0 | 0.997 | ||
Elongation factor-1α(EF1) | R: GAGGTTCCTGTGATCATGTT | |||||
转录因子4 | F: ATTGCTGTGATAAAGAAGAAC | 催化GTP结合到核糖体的受体 Catalyze GTP binding to the acceptor of ribosome | 98.7 | 0.993 | ||
Transcription factor 4(TF4) | R: AGAAGGTGGTGGACTCAAC | |||||
甘油醛-3-磷酸脱氢酶Glyceraldehyde-3-phosphate dehydrogenase(GAPDH) | F: GGGTATTCTTGACTACAC | 糖酵解酶Glycolytic enzyme | 105.9 | 0.995 | ||
R: CTGGATGTACTTGATGAG | ||||||
肌动蛋白A1 | F: GTCGCTTCCCAAATTACATC | 参与细胞的运动、结构和完整性Involved in cell motility, structure and integrity | 103.5 | 0.987 | ||
Actin A1(ACTA) | R: CTCCATATCGTTCCAGTCG | |||||
Beta肌动蛋白 | F: GATCATGTTTGAGACCTT | 参与细胞的运动、结构和完整性Involved in cell motility, structure and integrity | 97.6 | 0.992 | ||
Beta-actin(ACTB) | R: GATCTTCATGAGGTAGTC | |||||
精氨酸激酶 | F: CTGAAGAAGTACCTTACC | 细胞能量代谢关键酶Key enzyme F cellular energy metabolism | 99.4 | 0.996 | ||
Argininase kinase(AK) | R: CAATCCAGCAGAGTTGAG | |||||
核糖体蛋白S2 | F: CAACGATGAGGTCTTGAAGA | 核糖体的组成结构 Structural constituent of ribosome | 102.1 | 0.990 | ||
Ribosomal protein S2(RPS2) | R: CGATCTTGTTACCCCAGTAG | |||||
核糖体蛋白S3 | F: CGGAGATCATCATTATGG | 核糖体的组成结构 Structural constituent of ribosome | 103.5 | 0.989 | ||
Ribosomal protein S3(RPS3) | R: GAGTTTGTATCTGAGAGAC | |||||
核糖体蛋白S5 | F: TACTGCCATAATCAACTCCG | 核糖体的组成结构 Structural constituent of ribosome | 105.4 | 0.992 | ||
Ribosomal protein S5(RPS5) | R: TTAGATGAACCCTTAGCAGC | |||||
核糖体蛋白L10 | F: GACTTGGGTAAGAAGAAG | 核糖体的组成结构 Structural constituent of ribosome | 101.4 | 0.989 | ||
Ribosomal protein L10(RPL10) | R: GATGACATGGAATGGATG |
Fig. 2. Comparison of the rankings in candidate reference genes expression stability in development durations of C. suppressalis, across different tissues of C. suppressalis, exposed to different temperatures or insecticides.
发育历期 Development duration | 不同组织Tissue | 温度处理 Temperature | 杀虫剂处理Insecticide | 喂食处理Diet | 转基因处理 Transgenic rice | dsRNA | 综合分析 Total |
---|---|---|---|---|---|---|---|
AK | EF1 | TUB | TF4 | TUB | TUB | TUB | EF1 |
RPL10 | TUB | RPL10 | ACTA | TF4 | EF1 | AK | TUB |
EF1 | ACTB | EF1 | EF1 | ACTB | ACTB | ||
RPL10 | EF1 |
Table 2 Ideal reference genes across different experimental conditions according to software analysis.
发育历期 Development duration | 不同组织Tissue | 温度处理 Temperature | 杀虫剂处理Insecticide | 喂食处理Diet | 转基因处理 Transgenic rice | dsRNA | 综合分析 Total |
---|---|---|---|---|---|---|---|
AK | EF1 | TUB | TF4 | TUB | TUB | TUB | EF1 |
RPL10 | TUB | RPL10 | ACTA | TF4 | EF1 | AK | TUB |
EF1 | ACTB | EF1 | EF1 | ACTB | ACTB | ||
RPL10 | EF1 |
Fig. 3. Comparison of the rankings in candidate reference gene expression stability of C. suppressalis fed on different diets, reared on different rice varieties, under dsRNA treatments or in all the tested samples of C. suppressalis.
[1] | Bustin S A.Absolute quantification of mRNA using real-time reverse transcription polymerase chain reaction assays.J Mol Endocrinol, 2000, 25: 169-193. |
[2] | Thellin O, Zorzi W, Lakaye B, De Borman B, Coumans B, Hennen G, Grisar T, Igout A, Heinen E.Housekeeping genes as internal standards: Use and limits.J Biotechnol, 1999, 75: 291-295. |
[3] | de Jonge H J, Fehrmann R S, de Bont E S, Hofstra R M, Gerbens F, Kamps W A, de Vries E G, van der Zee A G, te Meerman G J, ter Elst A. Evidence based selection of housekeeping genes.PLoS One, 2007, 2: e898. |
[4] | Gutierrez L, Mauriat M, Pelloux J, Bellini C, Van Wuytswinkel O.Towards a systematic validation of references in real-time RT-PCR.Plant Cell, 2008, 20: 1734-1735. |
[5] | Huggett J, Dheda K, Bustin S, Zumla A.Real-time RT-PCR normalisation; strategies and considerations.Genes Immun, 2005, 6: 279-284. |
[6] | Vandesompele J, De Preter K, Pattyn F, Poppe B, Van Roy N, De Paepe A, Speleman F. Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes. Genome Biol, 2002, 3: Research0034. |
[7] | 符伟, 谢文, 张卓, 吴青君, 王少丽, 张友军. Bt毒素诱导下小菜蛾实时定量PCR 内参基因的筛选. 昆虫学报, 2012, 55(12): 1406-1412. |
Fu W, Xie W, Zhang Z, Wu Q J, Wang S L, Zhang Y J.Selection of valid reference genes for gene expression studies by quantitative real-time PCR in Plutella xylostella(Lepidoptera: Plutellidae) after exposure to Bt toxin. Acta Entomol Sin, 2012, 55(12): 1406-1412. (in Chinese with English abstract) | |
[8] | Lu Y H, Yuan M, Gao X W, Kang T H, Zhan S, Wan H, Li J H.Identification and validation of reference genes for gene expression analysis using quantitative PCR in Spodoptera litura(Lepidoptera: Noctuidae). PLoS One, 2013, 8: e68059. |
[9] | Chandra GS, Asokan R, Manamohan M, Kumar N K, Sita T.Evaluation of reference genes for quantitative real-time PCR normalization in cotton bollworm,Helicoverna armigera. Mol Biol, 2014, 48: 927-938. |
[10] | Shakeel M, Zhu X, Kang T, Wan H, Li J.Selection and evaluation of reference genes for quantitative gene expression studies in cotton bollworm,Helicoverpa armigera(Lepidoptera: Noctuidae). J Asia-Pac Entomol, 2015, 18: 123-130. |
[11] | Zhang S D, An S H, Li Z, Wu F M, Yang Q P, Liu Y C, Cao J J, Zhang H J, Zhang Q W, Liu X X.Identification and validation of reference genes for normalization of gene expression analysis using qRT-PCR in Helicoverpa armigera(Lepidoptera: Noctuidae). Gene, 2015, 555: 393-402. |
[12] | Zhu X, Yuan M, Shakeel M, Zhang Y J, Wang S L, Wang X, Zhan S, Kang T H, Li J H.Selection and evaluation of reference genes for expression analysis using qRT-PCR in the beet armyworm Spodoptera exigua(Hubner),(Lepidoptera: Noctuidae). PLoS One, 2014, 9: e84730. |
[13] | Arun A, Baumle V, Amelot G, Nieberding C M.Selection and validation of reference genes for qRT-PCR expression analysis of candidate genes involved in olfactory communication in the butterfly Bicyclus anynana. PLoS One, 2015, 10: e0120401. |
[14] | Lu Y H, Zheng X S, Liang Q, Xu H X, Yang Y J, Tian J C, He X C, Lu Z X.Evaluation and validation of reference genes for SYBR Green qRT-PCR normalization in Sesamia inferens(Lepidoptera: Noctuidae). J Asia-Pac Entomol, 2015, 18: 669-675. |
[15] | Sun M, Lu M X, Tang X T, Du Y Z.Exploring valid reference genes for quantitative real-time PCR analysis in Sesamia inferens(Lepidoptera: Noctuidae). PLoS One, 2015, 10: e0115979. |
[16] | Pan H P, Yang X W, Bidne K, Hellmich R L, Siegfried B D, Zhou X G.Selection of reference genes for RT-qPCR analysis in the monarch butterfly, Danaus plexippus(L.), a migrating bio-Indicator. PLoS One, 2015, 10: e0129482. |
[17] | Liu G Q, Qiu X H, Cao L, Zhang Y, Zhan Z B, Han R C.Evaluation of reference genes for reverse transcription quantitative PCR studies of physiological responses in the ghost moth,Thitarodes armoricanus(Lepidoptera, Hepialidae). PLoS One, 2016, 11: e0159060. |
[18] | Zhang L, Zhang Q L, Wang X T, Yang X Z, Li X P, Yuan M L.Selection of reference genes for qRT-PCR and expression analysis of high-altitude-related genes in grassland caterpillars (Lepidoptera: Erebidae: Gynaephora) along an altitude gradient.Ecol Evol, 2017, 7: 9054-9065. |
[19] | 杨苓, 胡晓静, 徐志峰, 何林, 肖伟. 桃蛀螟实时荧光定量PCR内参基因的筛选. 昆虫学报, 2017, 60(11): 1266-1277. |
Yang L, Hu X J, Xu Z F, He L, Xiao W.Screening of reference genes for qRT-PCR in Conogethes punctiferails(Lepidoptera: Crambidae). Acta Entomol Sin, 2017, 60(11): 1266-1277. (in Chinese with English abstract) | |
[20] | Teng X L, Zhang Z, He G L, Yang L W, Li F.Validation of reference genes for quantitative expression analysis by real-time RT-PCR in four lepidopteran insects.J Insect Sci, 2011, 12: 60. |
[21] | Xu J, Lu M X, Cui Y D, Du Y Z.Selection and evaluation of reference genes for expression analysis using qRT-PCR in Chilo suppressalis(Lepidoptera: Pyralidae). J Econ Entomol, 2017, 110: 683-691. |
[22] | 胡阳, 郑永利, 曹国连, 傅强. 利用半人工饲料大规模简便化饲养二化螟中国水稻科学, 2013, 27(5): 535-538. |
Hu Y, Zheng Y L, Cao G L, Fu Q. A technique for rearing Chilo suppressalis in the large scale with an oligidic diet in laboratory. Chin J Rice Sci, 2013, 27(5): 535-538. (in Chinese with English abstract) | |
[23] | 吴敏, 张真真, 高聪芬. 水稻二化螟抗药性监测方法. 应用昆虫学报, 2013, 50(2): 548-552. |
Wu M, Zhang Z Z, Gao C F.Methods of insecticides resistance monitoring of the striped stem borer, Chilo suppressalis.Chin J Appl Entomol, 2013, 50(2):548-552. (in Chinese with English abstract) | |
[24] | Hui X M, Yang W, He G L, Yang Q P, Han Z, Li F.RNA interference of ace1 and ace2 in Chilo suppressalis reveals their different contributions to motor ability and larval growth. Insect Mol Biol, 2011, 4: 507-518. |
[25] | Pfaffl M W, Tichopad A, Prgomet C, Neuvians T P.Determination of stable housekeeping genes, differentially regulated target genes and sample integrity. BestKeeper: Excel-based tool using pair-wise correlations.Biotechnol Lett, 2004, 26: 509-515. |
[26] | Andersen C L, Jensen J L, Orntoft T F.Normalization of real-time quantitative reverse transcription-PCR data: A model-based variance estimation approach to identify genes suited for normalization, applied to bladder and colon cancer data sets.Cancer Res, 2004, 64: 5245-5250. |
[27] | Schmittgen T D, Livak K J.Analyzing real-time PCR data by the comparative CT method.Nat Protoc, 2008, 3: 1101-1108. |
[28] | Radonic A, Thulke S, Mackay I M, Landt O, Siegert W, Nitsche A.Guideline to reference gene selection for quantitative real-time PCR.Biochem Biophys Res Commun, 2004, 313: 856-862. |
[29] | Huis R, Hawkins S, Neutelings G.Selection of reference genes for quantitative gene expression normalization in flax (Linum usitatissimum L.). BMC Plant Biol, 2010, 10: 71. |
[30] | Kozera B, Rapacz M.Reference genes in real-time PCR. J Appl Genet, 2013, 54: 391-406. |
[31] | 冯波, 郭前爽, 毛必鹏, 杜永均. 松墨天牛化学感受组织荧光定量PCR内参基因的鉴定与筛选. 昆虫学报, 2016, 59(4): 427-437. |
Feng B, Guo Q, Mao B P, Du Y J.Identification and selection of valid reference genes for assaying gene expression in the chemosensory tissues of Monochamus alternatus(Coleoptera: Cerambycidae) by RT-PCR. Acta Entomol Sin, 2016, 59(4): 427-437. (in Chinese with English abstract) | |
[32] | Nielsen M G, Gadagkar S R, Gutzwiller L.Tubulin evolution in insects: Gene duplication and subfunction- alization provide specialized isoforms in a functionally constrained gene family.BMC Evol Biol, 2010, 10: 113. |
[33] | Yuan M, Lu Y H, Zhu X, Wan H, Shakeel M, Zhan S, Jin B R, Li J H.Selection and evaluation of potential reference genes for gene expression analysis in the brown planthopper,Nilaparvata lugens(Hemiptera: Delphacidae) using reverse-transcription quantitative PCR. PLoS One, 2014, 9: e86503. |
[34] | An X K, Hou M L, Liu Y D.Reference gene selection and evaluation for gene expression studies using qRT-PCR in the white-backed planthopper, Sogatella furcifera (Hemiptera: Delphacidae).J Econ Entomol, 2016, 109: 879-886. |
[35] | Dai T M, Lu Z C, Liu W X, Wan F H.Selection and validation of reference genes for qRT-PCR analysis during biological invasions: The thermal adaptability of Bemisia tabaci MED. PLoS One, 2017, 12: e0173821. |
[36] | Ponton F, Chapuis M P, Pernice M, Sword GA, Simpson S J.Evaluation of potential reference genes for reverse transcription-qPCR studies of physiological responses in Drosophila melanogaster.J Insect Physiol, 2011, 57: 840-850. |
[37] | Yang Q P, Li Z, Cao J J, Zhang S D, Zhang H J, Wu X Y, Zhang Q W, Liu X X.Selection and assessment of reference genes for quantitative PCR normalization in migratory locust Locusta migratoria (Orthoptera: Acrididae).PLoS One, 2014, 9: e98164. |
[38] | Zheng Y T, Li H B, Lu M X, Du Y Z.Evaluation and validation of reference genes for qRT-PCR normalization in Frankliniella occidentalis(Thysanoptera: Thripidae). PLoS One, 2014, 9: e111369. |
[39] | Pan H P, Yang X W, Siegfried B D, Zhou X G.A comprehensive selection of reference genes for RT-qPCR analysis in a predatory lady beetle,Hippodamia convergens(Coleoptera: Coccinellidae). PLoS One, 2015, 10: e0125868. |
[40] | Qiu L, Wang P, Wu T, Li B, Wang X, Lei C, Lin Y, Zhao J, Ma W.Downregulation of Chilo suppressalis alkaline phosphatase genes associated with resistance to three transgenic Bacillus thuringiensis rice lines. Insect Mol Biol, 2018, 27: 83-89. |
[41] | Xu G, Gu G X, Teng Z W, Wu S F, Huang J, Song Q S, Ye G Y, Fang Q.Identification and expression profiles of neuropeptides and their G protein-coupled receptors in the rice stem borer Chilo suppressalis. Sci Rep, 2016, 6: 28976. |
[42] | Xu G, Wu S F, Teng Z W, Yao H W, Fang Q, Huang J, Ye G Y.Molecular characterization and expression profiles of nicotinic acetylcholine receptors in the rice striped stem borer,Chilo suppressalis(Lepidoptera: Crambidae). Insect Sci, 2017, 24: 371-384. |
[43] | Xu G, Wu S F, Wu Y S, Gu G X, Fang Q, Ye G Y.De novo assembly and characterization of central nervous system transcriptome reveals neurotransmitter signaling systems in the rice striped stem borer,Chilo suppressalis. BMC Genomics, 2015, 16: 525. |
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