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Selection of reference genes for quantitative real-time PCR normalization in the coffee white stem borer, Xylotrechus quadripes Chevrolat (Coleoptera: Cerambycidae)

Published online by Cambridge University Press:  09 August 2021

Qianqian Meng
Affiliation:
Hainan Provincial Key Laboratory of Genetic Improvement and Quality Regulation for Tropical Spice and Beverage Crops, Spice and Beverage Research Institute, Chinese Academy of Tropical Agricultural Sciences, Wanning 571533, P.R. China
Benshui Shu*
Affiliation:
Guangzhou City Key Laboratory of Subtropical Fruit Trees Outbreak Control, Zhongkai University of Agriculture and Engineering, Guangzhou 510000, P.R. China
Shiwei Sun
Affiliation:
Hainan Provincial Key Laboratory of Genetic Improvement and Quality Regulation for Tropical Spice and Beverage Crops, Spice and Beverage Research Institute, Chinese Academy of Tropical Agricultural Sciences, Wanning 571533, P.R. China
Ying Wang
Affiliation:
Hainan Provincial Key Laboratory of Genetic Improvement and Quality Regulation for Tropical Spice and Beverage Crops, Spice and Beverage Research Institute, Chinese Academy of Tropical Agricultural Sciences, Wanning 571533, P.R. China College of Tropical Crops, Yunnan Agricultural University, Puer 665000, P.R. China
Mei Yang
Affiliation:
Hainan Provincial Key Laboratory of Genetic Improvement and Quality Regulation for Tropical Spice and Beverage Crops, Spice and Beverage Research Institute, Chinese Academy of Tropical Agricultural Sciences, Wanning 571533, P.R. China College of Tropical Crops, Yunnan Agricultural University, Puer 665000, P.R. China
Enhang Zhu
Affiliation:
Hainan Provincial Key Laboratory of Genetic Improvement and Quality Regulation for Tropical Spice and Beverage Crops, Spice and Beverage Research Institute, Chinese Academy of Tropical Agricultural Sciences, Wanning 571533, P.R. China College of Tropical Crops, Yunnan Agricultural University, Puer 665000, P.R. China
Aiqin Liu*
Affiliation:
Hainan Provincial Key Laboratory of Genetic Improvement and Quality Regulation for Tropical Spice and Beverage Crops, Spice and Beverage Research Institute, Chinese Academy of Tropical Agricultural Sciences, Wanning 571533, P.R. China
Shengfeng Gao
Affiliation:
Hainan Provincial Key Laboratory of Genetic Improvement and Quality Regulation for Tropical Spice and Beverage Crops, Spice and Beverage Research Institute, Chinese Academy of Tropical Agricultural Sciences, Wanning 571533, P.R. China
Yafeng Gou
Affiliation:
Hainan Provincial Key Laboratory of Genetic Improvement and Quality Regulation for Tropical Spice and Beverage Crops, Spice and Beverage Research Institute, Chinese Academy of Tropical Agricultural Sciences, Wanning 571533, P.R. China
Zheng Wang*
Affiliation:
Hainan Provincial Key Laboratory of Genetic Improvement and Quality Regulation for Tropical Spice and Beverage Crops, Spice and Beverage Research Institute, Chinese Academy of Tropical Agricultural Sciences, Wanning 571533, P.R. China
*
Author for correspondence: Zheng Wang, Email: [email protected]; Aiqin Liu, Email: [email protected]; Benshui Shu, Email: [email protected]
Author for correspondence: Zheng Wang, Email: [email protected]; Aiqin Liu, Email: [email protected]; Benshui Shu, Email: [email protected]
Author for correspondence: Zheng Wang, Email: [email protected]; Aiqin Liu, Email: [email protected]; Benshui Shu, Email: [email protected]

Abstract

The coffee white stem borer, Xylotrechus quadripes Chevrolat (Coleoptera: Cerambycidae), is a major destructive pest of Coffea arabica L. (Gentianales: Rubiaceae), widely planted in many Asian countries, including China. Quantitative real-time polymerase chain reaction (qRT-PCR) is a common method for quantitative analysis of gene transcription levels. To obtain accurate and reliable qRT-PCR results, it is necessary to select suitable reference genes to different experimental conditions for normalizing the target gene expression. However, the stability of the expression of reference genes in X. quadripes has rarely been studied. In this study, the expression stability of nine candidate reference genes were investigated under biotic and abiotic conditions for use in qRT-PCR's normalization. By integrating the results of four algorithms of NormFinder, BestKeeper, geNorm, and RefFinder, the optimal reference gene combinations in different experimental conditions were performed as follows: RPL10a and EIF3D were the optimal reference genes for developmental stage samples, EIF4E, RPL10a, and RPS27a for tissue samples, V-ATP and EF1α for the sex samples, EIF3D and V-ATP for temperature treatment, RPS27a and RPL10a for insecticide stress, and RPL10a, RPS27a, and EF1α for all the samples. This study will help to obtain the stable internal reference genes under biotic and abiotic conditions and lay the foundation for in-depth functional research of target genes or genomics on olfactory molecular mechanisms, temperature adaptability, and insecticide resistance in X. quadripes.

Type
Research Paper
Copyright
Copyright © The Author(s), 2021. Published by Cambridge University Press

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References

Andersen, CL, Jensen, JL and Ørntoft, TF (2004) 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 Research 64, 52455250.CrossRefGoogle ScholarPubMed
Bai, Y, Lv, YN, Zeng, M, Jia, PY and Luan, YX (2020) Selection of reference genes for normalization of gene expression in Thermobia domestica (Insecta: Zygentoma: Lepismatidae). Genes 12, 21.CrossRefGoogle Scholar
Basu, S, Pereira, AE, Pinheiro, DH, Wang, H, Valencia-Jiménez, A, Siegfried, BD, Louis, J, Zhou, X and Vélez, AM (2019) Evaluation of reference genes for real-time quantitative PCR analysis in southern corn rootworm, Diabrotica undecimpunctata howardi (Barber). Scientific Reports 9, 10703.CrossRefGoogle Scholar
Bharathi, K, Santosh, P and Sreenath, H (2017) Transcripts of pectin-degrading enzymes and isolation of complete cDNA sequence of a pectate lyase gene induced by coffee white stem borer (Xylotrechus quadripes) in the bark tissue of Coffea canephora (robusta coffee). 3 Biotech 7, 45.CrossRefGoogle Scholar
Bin, SY, Pu, XH, Shu, BS, Kang, C, Luo, SM, Tang, Y, Wu, ZZ and Lin, JT (2019) Selection of reference genes for optimal normalization of quantitative real-time polymerase chain reaction results for Diaphorina citri adults. Journal of Economic Entomology 112, 355363.CrossRefGoogle ScholarPubMed
Caridi, CP, Plessner, M, Grosse, R and Chiolo, I (2019) Nuclear actin filaments in DNA repair dynamics. Nature Cell Biology 21, 10681077.CrossRefGoogle ScholarPubMed
Feng, Z, Zhang, L, Wu, YY, Wang, L, Xu, MY, Yang, M, Li, YJ, Wei, GH and Chou, MX (2019) The Rpf84 gene, encoding a ribosomal large subunit protein, RPL22, regulates symbiotic nodulation in Robinia pseudoacacia. Planta 250, 18971910.CrossRefGoogle ScholarPubMed
Grosso, G, Godos, J, Galvano, F and Giovannucci, EL (2017) Coffee, caffeine, and health outcomes: an umbrella review. Annual Review Nutrition 37, 131156.CrossRefGoogle ScholarPubMed
Hall, DR, Cork, A, Phythian, SJ, Chittamuru, S, Jayarama, BK, Venkatesha, MG, Sreedharan, K, Vinod Kumar, PK, Seetharama, HG and Naidu, R (2006) Identification of components of male-produced pheromone of coffee white stemborer, Xylotrechus quadripes. Journal of Chemical Ecology 32, 195219.CrossRefGoogle ScholarPubMed
Hu, YN, Fu, HT, Qiao, H, Sun, SM, Zhan, WY, Jin, SB, Jiang, SF, Gong, YS, Xiong, YW and Wu, Y (2018) Validation and evaluation of reference genes for quantitative real-time PCR in Macrobrachium Nipponense. International Journal Molecular Sciences 19, 22582273.CrossRefGoogle ScholarPubMed
Kyre, BR, Rodrigues, TB and Rieske, LK (2019) RNA interference and validation of reference genes for gene expression analyses using qPCR in southern pine beetle, Dendroctonus frontalis. Scientific Reports 9, 5640.CrossRefGoogle ScholarPubMed
Liu, J, Wang, Q, Sun, MY, Zhu, LL, Yang, M and Zhao, Y (2014) Selection of reference genes for quantitative real-time PCR normalization in Panax ginseng at different stages of growth and in different organs. PLoS One 9, e112177.CrossRefGoogle ScholarPubMed
Livak, KJ and Schmittgen, TD (2001) Analysis of relative gene expression data using real-time quantitative PCR and the 2(−delta delta C(T)) method. Methods (San Diego, Calif.) 25, 402408.CrossRefGoogle Scholar
, J, Chen, SM, Guo, MJ, Ye, CY, Qiu, BL, Wu, JH, Yang, CX and Pan, HP (2018a) Selection and validation of reference genes for RT-qPCR analysis of the ladybird beetle Henosepilachna vigintioctomaculata. Frontiers in Physiology 9, 1614.CrossRefGoogle Scholar
, J, Chen, SM, Guo, MJ, Ye, CY, Qiu, BL, Yang, CX and Pan, HP (2018b) Selection of appropriate reference genes for RT-qPCR analysis in Propylea japonica (Coleoptera: Coccinellidae). PLoS One 13, e0208027.CrossRefGoogle Scholar
Luo, J, Ma, C, Li, Z, Zhu, BQ, Zhang, J, Lei, CL, Jin, SX, Joe, H and Chen, LZ (2018) Assessment of suitable reference genes for qRT-PCR analysis in Adelphocoris suturalis. Journal of Integrative Agriculture 17, 27452757.CrossRefGoogle Scholar
Nagy, NA, Németh, Z, Juhász, E, Póliska, S, Rácz, R, Kosztolányi, A and Barta, Z (2017) Evaluation of potential reference genes for real-time qPCR analysis in a biparental beetle, Lethrus apterus (Coleoptera: Geotrupidae). PeerJ 5, e4047.CrossRefGoogle Scholar
Nguyen, TMT, Cho, EJ, Song, Y, Oh, CH, Funada, R and Bae, HJ (2019) Use of coffee flower as a novel resource for the production of bioactive compounds, melanoidins, and bio-sugars. Food Chemistry 29, 125120.CrossRefGoogle Scholar
Nieber, K (2017) The impact of coffee on health. Planta Medica 83, 12561263.Google ScholarPubMed
Ogata, K, Takeshita, T, Shibata, Y, Matsumi, R, Kageyama, S, Asakawa, M and Yamashita, Y (2019) Effect of coffee on the compositional shift of oral indigenous microbiota cultured in vitro. Journal of Oral Science 61, 418424.CrossRefGoogle ScholarPubMed
Pang, JX, Zeng, X, Zhu, JY and Liu, NY (2018) Chemosensory transmembrane protein families in the coffee white stemborer, Xylotrechus quadripes (Coleoptera: Cerambycidae). Environmental Entomology 47, 969981.CrossRefGoogle Scholar
Pfaffl, MW, Tichopad, A, Prgomet, C and Neuvians, TP (2004) Determination of stable housekeeping genes, differentially regulated target genes and sample integrity: BestKeeper-Excel-based tool using pair-wise correlations. Biotechnology Letters 26, 509515.CrossRefGoogle ScholarPubMed
Pinheiro, DH and Siegfried, BD (2020) Selection of reference genes for normalization of RT-qPCR data in gene expression studies in Anthonomus eugenii Cano (Coleoptera: Curculionidae). Scientific Reports 10, 5070.CrossRefGoogle Scholar
Rhainds, M, Lan, CC, King, S, Gries, R, Mo, LZ and Gries, G (2001) Pheromone communication and mating behaviour of coffee white stem borer, Xylotrechus quadripes Chevrolat (Coleoptera: Cerambycidae). Applied Entomology and Zoology 36, 299309.CrossRefGoogle Scholar
Rigal, C, Vaast, P and Xu, J (2018) Using farmers' local knowledge of tree provision of ecosystem services to strengthen the emergence of coffee-agroforestry landscapes in southwest China. PLoS One 13, e0204046.CrossRefGoogle ScholarPubMed
Rodrigues, TB, Dhandapani, RK, Duan, JJ and Palli, SR (2017) RNA interference in the Asian longhorned beetle: identification of key RNAi genes and reference genes for RT-qPCR. Scientific Reports 7, 8913.CrossRefGoogle ScholarPubMed
Sang, W, He, L, Wang, XP, Zhu-Salzman, K and Lei, CL (2015) Evaluation of reference genes for RT-qPCR in Tribolium castaneum (Coleoptera: Tenebrionidae) under UVB stress. Environmental Entomology 44, 418425.CrossRefGoogle ScholarPubMed
Satnam, S, Suneet, P, Mridula, G, Gurmeet, K and Pankaj, R (2019) Reference gene selection in Phenacoccus solenopsis Tinsley (Hemiptera: Pseudococcidae) and their normalization impact on gene expression in RNAi studies. Journal Economic Entomology 112, 371381.Google Scholar
Shu, BS, Zhang, JJ, Cui, GF, Sun, RR, Sethuraman, V, Yi, X and Zhong, GH (2018) Evaluation of reference genes for real-time quantitative PCR analysis in larvae of Spodoptera litura exposed to azadirachtin stress conditions. Frontiers in Physiology 9, 372.CrossRefGoogle ScholarPubMed
Tan, Y, Zhou, XR and Pang, BP (2017) Reference gene selection and evaluation for expression analysis using qRT-PCR in Galeruca daurica (Joannis). Bulletin of Entomology Research 107, 359368.CrossRefGoogle Scholar
Tang, B, Dai, W and Zhang, CN (2019) Selection of reference genes for quantitative real-time polymerase chain reaction normalization in Bradysia odoriphaga (Diptera: Sciaridae). Entomological Science 22, 422436.CrossRefGoogle Scholar
Van der Laan, S, Dubra, G and Rogowski, K (2019) Tubulin glutamylation: a skeleton key for neurodegenerative diseases. Neural Regeneration Research 14, 18991900.Google ScholarPubMed
Vandesompele, J, De Preter, K, Pattyn, F, Poppe, B, Van Roy, N, De Paepe, A and Speleman, F (2002) Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes. Genome Biology 3, research0034.1.CrossRefGoogle ScholarPubMed
Venkatesha, MG and Dinesh, AS (2012) The coffee white stemborer Xylotrechus quadripes (Coleoptera: Cerambycidae): bioecology, status and management. International Journal of Tropical Insect Science 32, 177188.CrossRefGoogle Scholar
Wang, Z, Meng, QQ, Zhu, X, Sun, SW, Gao, SF, Gou, YF and Liu, AQ (2019) Evaluation and validation of reference genes for quantitative real-time PCR in Helopeltis theivora Waterhouse (Hemiptera: Miridae). Scientific Reports 9, 13291.Google Scholar
Wang, Z, Meng, QQ, Zhu, X, Sun, SW, Liu, AQ, Gao, SF and Gou, YF (2020) Identifcation and evaluation of reference genes for normalization of gene expression in developmental stages, sexes, and tissues of Diaphania caesalis (Lepidoptera, Pyralidae). Journal of Insect Science 20, 6.CrossRefGoogle Scholar
Wei, J and Kuang, RP (2002) Biological control of coffee stem borers, Xylotrechus quardripes and Acalolepta cervinus, by Beauveria bassiana preparation. Entomologia Sinica 9, 4350.Google Scholar
Xie, F, Xiao, P, Chen, D, Xu, L and Zhang, B (2012) miRDeepFinder: a miRNA analysis tool for deep sequencing of plant small RNAs. Plant Molecular Biology 80, 7584.CrossRefGoogle Scholar
Xie, M, Zhong, Y, Lin, L, Zhang, G and Chen, H (2020) Evaluation of reference genes for quantitative real-time PCR normalization in the scarab beetle Holotrichia oblita. PLoS ONE 15, e0240972.CrossRefGoogle ScholarPubMed
Yang, CX, Pan, HP, Noland, JE, Zhang, DY, Zhang, ZH, Liu, Y and Zhou, XG (2015) Selection of reference genes for RT-qPCR analysis in a predatory biological control agent, Coleomegilla maculata (Coleoptera: Coccinellidae). Scientific Reports 5, 18201.CrossRefGoogle Scholar
Yang, WB, Wu, GX, Xu, ZQ, Wu, DH, He, XH and Qin, XP (2017) Research on parasitizing effect of Scleroderma guani to Xylotrechus quadripes. Journal of Environmental Entomology 39, 405410.Google Scholar
Yang, XW, Pan, HP, Yuan, L and Zhou, XG (2018) Reference gene selection for RT-qPCR analysis in Harmonia axyridis, a global invasive lady beetle. Scientific Reports 8, 2689.CrossRefGoogle ScholarPubMed
Yang, XJ, Zheng, HL, Liu, YY, Li, HW, Jiang, YH, Lin, LB, Deng, XY and Zhang, QL (2020) Selection of reference genes for quantitative real-time PCR in Aquatica leii (Coleoptera: Lampyridae) under five different experimental conditions. Frontiers in Physiology 11, 555233.CrossRefGoogle ScholarPubMed
Zhang, L, Zhang, LQ, Wang, XT, Yang, XZ, Li, PX and Yuan, ML (2017) 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. Ecology and Evolution 7, 90549065.CrossRefGoogle ScholarPubMed
Zhang, BZ, Liu, JJ, Yuan, GH, Chen, XL and Gao, XW (2018) Selection and evaluation of potential reference genes for gene expression analysis in greenbug (Schizaphis graminum Rondani). Journal of Integrative Agriculture 17, 20542065.CrossRefGoogle Scholar