Reference Gene Selection for Normalizing Gene Expression in Ips Sexdentatus (Coleoptera: Curculionidae: Scolytinae) Under Different Experimental Conditions
Status PubMed-not-MEDLINE Jazyk angličtina Země Švýcarsko Médium electronic-ecollection
Typ dokumentu časopisecké články
PubMed
34777015
PubMed Central
PMC8580292
DOI
10.3389/fphys.2021.752768
Knihovny.cz E-zdroje
- Klíčová slova
- Ips sexdentatus, RT-qPCR, Scolytinae, bark beetles, differential gene expression, housekeeping genes, reference gene,
- Publikační typ
- časopisecké články MeSH
Ips sexdentatus (Coleoptera: Curculionidae: Scolytinae) is one of the most destructive and economically important forest pests. A better understanding of molecular mechanisms underlying its adaptation to toxic host compounds may unleash the potential for future management of this pest. Gene expression studies could be considered as one of the key experimental approaches for such purposes. A suitable reference gene selection is fundamental for quantitative gene expression analysis and functional genomics studies in I. sexdentatus. Twelve commonly used reference genes in Coleopterans were screened under different experimental conditions to obtain accurate and reliable normalization of gene expression data. The majority of the 12 reference genes showed a relatively stable expression pattern among developmental stages, tissue-specific, and sex-specific stages; however, some variabilities were observed during varied temperature incubation. Under developmental conditions, the Tubulin beta-1 chain (β-Tubulin) was the most stable reference gene, followed by translation elongation factor (eEF2) and ribosomal protein S3 (RPS3). In sex-specific conditions, RPS3, β-Tubulin, and eEF2 were the most stable reference genes. In contrast, different sets of genes were shown higher stability in terms of expression under tissue-specific conditions, i.e., RPS3 and eEF2 in head tissue, V-ATPase-A and eEF2 in the fat body, V-ATPase-A and eEF2 in the gut. Under varied temperatures, β-Tubulin and V-ATPase-A were most stable, whereas ubiquitin (UbiQ) and V-ATPase-A displayed the highest expression stability after Juvenile Hormone III treatment. The findings were validated further using real-time quantitative reverse transcription PCR (RT-qPCR)-based target gene expression analysis. Nevertheless, the present study delivers a catalog of reference genes under varied experimental conditions for the coleopteran forest pest I. sexdentatus and paves the way for future gene expression and functional genomic studies on this species.
Zobrazit více v PubMed
Adeyinka O. S., Tabassum B., Nasir I. A., Yousaf I., Husnain T. (2019). Identification and validation of potential reference gene for effective dsRNA knockdown analysis in Chilo partellus. Sci. Rep. 9:13629. 10.1038/s41598-019-49810-w PubMed DOI PMC
An X. K., Hou M. L., Liu Y. D. (2016). Reference gene selection and evaluation for gene expression studies using qRT-PCR in the white-backed Planthopper, Sogatella furcifera (Hemiptera: Delphacidae). J. Econ. Entomol. 109:879. 10.1093/jee/tov333 PubMed DOI
Andersen C. L., Jensen J. L., Orntoft T. F. (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 Res. 64, 5245–5250. 10.1158/0008-5472.CAN-04-0496 PubMed DOI
Arya S. K., Jain G., Upadhyay S. K., Sarita S. H., Dixit S., Verma P. C. (2017). Reference genes validation in Phenacoccus solenopsis under various biotic and abiotic stress conditions. Sci. Rep. 7:13520. 10.1038/s41598-017-13925-9 PubMed DOI PMC
Aw T., Schlauch K., Keeling C. I., Young S., Bearfield J. C., Blomquist G. J., et al. . (2010). Functional genomics of mountain pine beetle (Dendroctonus ponderosae) midguts and fat bodies. BMC Genom. 11:215. 10.1186/1471-2164-11-215 PubMed DOI PMC
Bai Y., Lv Y. N., Zeng M., Jia P. Y., Lu H. N., Zhu Y. B., et al. . (2021). Selection of reference genes for normalization of gene expression in Thermobia domestica (Insecta: Zygentoma: Lepismatidae). Genes 12:21. 10.3390/genes12010021 PubMed DOI PMC
Basu S., Pereira A. E., Pinheiro D. H., Wang H., Valencia-Jiménez A., Siegfried B. D., et al. . (2019). Evaluation of reference genes for real-time quantitative PCR analysis in southern corn rootworm, Diabrotica undecimpunctata howardi (Barber). Sci. Rep. 9:10703. 10.1038/s41598-019-47020-y PubMed DOI PMC
Baumann A., Lehmann R., Beckert A., Vilcinskas A., Franta Z. (2015). Selection and evaluation of tissue specific reference genes in Lucilia sericata during an immune challenge. PLoS ONE. 10:e0135093. 10.1371/journal.pone.0135093 PubMed DOI PMC
Biedermann P. H. W., Muller J., Gregoire J. C., Gruppe A., Hagge J., Hammerbacher A., et al. . (2019). Bark beetle population dynamics in the anthropocene: challenges and solutions. Trends Ecol. Evol. 34, 914–924. 10.1016/j.tree.2019.06.002 PubMed DOI
Bouhot L., Lieutier F., Debouzie D. (1988). Spatial and temporal distribution of attacks by Tomicus piniperda L. and Ips sexdentatus Boern. (Col., Scolytidae) on Pinus sylvestris. J. Appl. Entomol. 106, 356–371. 10.1111/j.1439-0418.1988.tb00604.x DOI
Bustin S. A., Benes V., Nolan T., Pfaffl M. W. (2005). Quantitative real-time RT-PCR–a perspective. J. Mol. Endocrinol. 34, 597–601. 10.1677/jme.1.01755 PubMed DOI
Chakraborty A., Ashraf M. Z., Modlinger R., Synek J., Schlyter F., Roy A. (2020b). Unravelling the gut bacteriome of Ips (Coleoptera: Curculionidae: Scolytinae): identifying core bacterial assemblage and their ecological relevance. Sci. Rep. 10:18572. 10.1038/s41598-020-75203-5 PubMed DOI PMC
Chakraborty A., Modlinger R., Ashraf M. Z., Synek J., Schlyter F., Roy A. (2020a). Core mycobiome and their ecological relevance in the gut of five Ips bark beetles (Coleoptera: Curculionidae: Scolytinae). Front. Microbiol. 11:568853. 10.3389/fmicb.2020.568853 PubMed DOI PMC
Cheng D., Zhang Z., He X., Liang G. (2013). Validation of reference genes in Solenopsis invicta in different developmental stages, castes and tissues. PLoS ONE 8:e57718. 10.1371/journal.pone.0057718 PubMed DOI PMC
Dai T. M., Lü Z. C., Liu W. X., Wan F. H. (2017). Selection and validation of reference genes for qRT-PCR analysis during biological invasions: the thermal adaptability of Bemisia tabaci MED. PLoS ONE 12:e0173821. 10.1371/journal.pone.0173821 PubMed DOI PMC
Denham S. O., Coyle D. R., Oishi A. C., Bullock B. P., Heliövaara H., Novick K. A. (2019). Tree resin flow dynamics during an experimentally induced attack by Ips avulsus, I. calligraphus, and I. Grandicollis. Can. J. For. Res. 49:1. 10.1139/cjfr-2018-0024 DOI
Douglas H. B., Cognato A. I., Grebennikov V., Savard K. (2019). Dichotomous and matrix-based keys to the Ips bark beetles of the World (Coleoptera: Curculionidae: Scolytinae). Can. J. Arthropod. Identifi. 38:234. 10.3752/cjai.2019.38 DOI
Etxebeste I., Pajares J. A. (2011). Verbenone protects pine trees from colonization by the six-toothed pine bark beetle, Ips f sexdentatus Boern. (Col.: Scolytinae). J. Appl. Entomol. 135, 258–268. 10.1111/j.1439-0418.2010.01531.x DOI
Ferguson B. S., Nam H., Hopkins R. G., Morrison R. F. (2010). Impact of reference gene selection for target gene normalization on experimental outcome using real-time qRT-PCR in adipocytes. PLoS ONE 5:e15208. 10.1371/journal.pone.0015208 PubMed DOI PMC
Ferrenberg S., Kane J. M., Mitton J. B. (2014). Resin duct characteristics associated with tree resistance to bark beetles across lodgepole and limber pines. Oecologia 174, 1283–1292. 10.1007/s00442-013-2841-2 PubMed DOI
Fu X., Meyer-Rochow V. B. (2021). Selection and validation of suitable reference genes for RT-qPCR analysis in the rare aquatic firefly Aquatica leii (Coleoptera: Lampyridae). Insects 12:359. 10.3390/insects12040359 PubMed DOI PMC
Gao P., Wang J., Wen J. (2020). Selection of reference genes for tissue/organ samples of adults of Eucryptorrhynchus scrobiculatus. PLoS ONE 15:e0228308. 10.1371/journal.pone.0228308 PubMed DOI PMC
García-Reina A., Rodríguez-García M. J., Galián J. (2018). Validation of reference genes for quantitative real-time PCR in tiger beetles across sexes, body parts, sexual maturity and immune challenge. Sci. Rep. 8:10743. 10.1038/s41598-018-28978-7 PubMed DOI PMC
Gregoire J. C., Evans H. F. (2004). Damage and control of BAWBILT organisms an overview, in Bark And Wood Boring Insects in Living Trees in Europe, A Synthesis, eds Lieutier F., Day K. R., Battisti A., Grégoire J.-C., Evans H. F. (Dordrecht: Springer; ), 19–37. 10.1007/978-1-4020-2241-8_4 DOI
Gurusamy D., Howell J. L., Chereddy S. C. R. R., Mogilicherla K., Palli S. R. (2021). Improving RNA interference in the southern green stink bug, Nezara viridula. J. Pest Sci. 4, 1461–1472. 10.1007/s10340-021-01358-3 DOI
Heid C. A., Stevens J., Livak K. J., Williams P. M. (1996). Real time quantitative PCR. Genome Res. 6, 986–994. 10.1101/gr.6.10.986 PubMed DOI
Higuchi R., Fockler C., Dollinger G., Watson R. (1993). Kinetic PCR analysis: real-time monitoring of DNA amplification reactions. Biotechnology. 11, 1026–1030. 10.1038/nbt0993-1026 PubMed DOI
Huang J., Kautz M., Trowbridge A. M., Hammerbacher A., Raffa K. F., Adams H. D., et al. . (2020). Tree defence and bark beetles in a drying world: carbon partitioning, functioning and modelling. New Phytol. 225, 26–36. 10.1111/nph.16173 PubMed DOI
Jeger M., Bragard C., Caffier D., Candresse T., Chatzivassiliou E., Dehnen-Schmutz K., et al. . (2017). Scientific Opinion on the pest categorisation of Ips sexdentatus. EFSA J. 15:4999. 10.2903/j.efsa.2017.4999 PubMed DOI PMC
Joga M. R., Mogilicherla K., Smagghe G., Roy A. (2021). RNA interference-based forest protection products (FPPs) against wood-boring coleopterans: hope or hype? Front. Plant Sci. 12:733608. 10.3389/fpls.2021.733608 PubMed DOI PMC
Kausrud K., Økland B., Skarpaas O., Grégoire J. C., Erbilgin N., Stenseth N. C. (2012). Population dynamics in changing environments: the case of an eruptive forest pest species. Biol. Rev. 87, 34–51. 10.1111/j.1469-185X.2011.00183.x PubMed DOI
Li H. B., Dai C. G., Zhang C. R., He Y. F., Ran H. Y., Chen S. H. (2018b). Screening potential reference genes for quantitative real-time PCR analysis in the oriental armyworm, Mythimna separata. PLoS ONE 13:e0195096. 10.1371/journal.pone.0195096 PubMed DOI PMC
Li K., Xu N., Yang Y. J., Zhang J. H., Yin H. (2018c). Identification and validation of reference genes for RT-qPCR normalization in Mythimna separata (Lepidoptera: Noctuidae). Biomed. Res. Int. 14:1828253. 10.1155/2018/1828253 PubMed DOI PMC
Li K. L., Yuan S. Y., Nanda S., Wang W. X., Lai F. X., Fu Q., et al. . (2018a). The roles of E93 and Kr-h1 in metamorphosis of Nilaparvata lugens. Front. Physiol. 9:1677. 10.3389/fphys.2018.01677 PubMed DOI PMC
Li M., Li X., Wang C., Li Q., Zhu S., Zhang Y., et al. . (2021). Selection and validation of reference genes for qRT-PCR analysis of Rhopalosiphum padi (Hemiptera: Aphididae). Front. Physiol. 12:663338. 10.3389/fphys.2021.663338 PubMed DOI PMC
Livak K. J., Schmittgen T. D. (2001). Analysis of relative gene expression data using real-time quantitative PCR and the 2[-Delta C(T)] method. Methods 25, 402–408. 10.1006/meth.2001.1262 PubMed DOI
Lu J., Yang C., Zhang Y., Pan H. (2018). Selection of reference genes for the normalization of RT-qPCR data in gene expression studies in insects: a systematic review. Front. Physiol. 9:1560. 10.3389/fphys.2018.01560 PubMed DOI PMC
Lubojacký J., Knížek M. (2020). Podkorní Hmyz, in Výskyt lesních škodlivých činitelu v roce 2019 a jejich očekávaný stav v roce 2020. Strnady, eds Knížek M., Liška J. (VULHM; ), 22–35.
Ma K. S., Li F., Liang P. Z., Chen X. W., Liu Y., Gao X. W. (2016). Identification and validation of reference genes for the normalization of gene expression data in qRT-PCR analysis in Aphis gossypii (Hemiptera: Aphididae). J. Insect Sci. 16:17. 10.1093/jisesa/iew003 PubMed DOI PMC
Marini L., Okland B., Jonsson A. M., Bentz B., Carroll A., Forster B., et al. . (2017). Climate drivers of bark beetle outbreak dynamics in Norway spruce forests. Ecography 40, 1426–1435. 10.1111/ecog.02769 DOI
Nicot N., Hausman J. F., Hoffmann L., Evers D. (2005). Housekeeping gene selection for real-time RT-PCR normalization in potato during biotic and abiotic stress. J. Exp. Bot. 56, 2907–2914. 10.1093/jxb/eri285 PubMed DOI
Pettit J., Voelker S., DeRose R. J., Burton J. (2020). Spruce beetle outbreak was not driven by drought stress: evidence from a tree-ring iso-demographic approach indicate temperatures were more important. Glob. Chang. Biol. 2020, 1–15. 10.1111/gcb.15274 PubMed DOI
Pfaffl M. W., Tichopad A., Prgomet C., Neuvians T. P. (2004). Determination of stable housekeeping genes, differentially regulated target genes and sample integrity: BestKeeper - Excel-based tool using pairwise correlations. Biotechnol. Lett. 26, 509–515. 10.1023/B:BILE.0000019559.84305.47 PubMed DOI
Pfeffer A. (1955). Fauna of Czechoslovakia: Bark beetles – Scolytoidea, Fauna CSR., svazek 6. Kurovci–Scolytoidea. 1. vyd. Praha: Czechoslovak Academy of Sciences-Czechoslovak Academy of Sciences, 324.
Ponton F., Chapuis M. P., Pernice M., Sword G. A., Simpson S. J. (2011). Evaluation of potential reference genes for reverse transcription-qPCR studies of physiological responses in Drosophila melanogaster. J. Insect Physiol. 57, 840–850. 10.1016/j.jinsphys.2011.03.014 PubMed DOI
Postner M. (1974). Scolytidae (=ipidae), borkenkaäfer, in Die forstschaädlinge Europas, II Käfer, vol 2, ed Schwenke W. (Hamburg: Verlag Paul Parey; ), 334–482.
Qu C., Wang R., Che W., Zhu X., Li F., Luo C. (2018). Selection and evaluation of reference genes for expression analysis using quantitative real-time PCR in the Asian Ladybird Harmonia axyridis (Coleoptera: Coccinellidae). PLoS ONE 13:e0192521. 10.1371/journal.pone.0192521 PubMed DOI PMC
Rajarapu S. P., Mamidala P., Mittapalli O. (2012). Validation of reference genes for gene expression studies in the emerald ash borer (Agrilus planipennis). Insect Sci. 19, 41–46. 10.1111/j.1744-7917.2011.01447.x DOI
Rodrigues T. B., Khajuria C., Wang H., Matz N., Cunha C. D., Valicente F. H., et al. . (2014). Validation of reference housekeeping genes for gene expression studies in western corn rootworm (Diabrotica virgifera virgifera). PLoS ONE 9:e109825. 10.1371/journal.pone.0109825 PubMed DOI PMC
Roy A., George S., Palli S. R. (2017). Multiple functions of CREB-binding protein during postembryonic development: identification of target genes. BMC Genom. 18:996. 10.1186/s12864-017-4373-3 PubMed DOI PMC
Roy A., Palli S. R. (2018). Epigenetic modifications acetylation and deacetylation play important roles in juvenile hormone action. BMC Genom. 19:934. 10.1186/s12864-018-5323-4 PubMed DOI PMC
Seidl R., Thom D., Kautz M., Martin-Benito D., Peltoniemi M., Vacchiano G., et al. . (2017). Forest disturbances under climate change. Nat. Clim. Change. 7, 395–402. 10.1038/nclimate3303 PubMed DOI PMC
Shakeel M., Rodriguez A., Tahir U. B., Jin F. (2018). Gene expression studies of reference genes for quantitative real-time PCR: an overview in insects. Biotechnol. Lett. 40, 227–236. 10.1007/s10529-017-2465-4 PubMed DOI
Silver N., Best S., Jiang J., Thein S. L. (2006). Selection of housekeeping genes for gene expression studies in human reticulocytes using real-time PCR. BMC Mol. Biol. 7:33. 10.1186/1471-2199-7-33 PubMed DOI PMC
Singh S., Gupta M., Pandher S., Kaur G., Rathore P., Palli S. R. (2018). Selection of housekeeping genes and demonstration of RNAi in cotton leafhopper, Amrasca biguttula biguttula (Ishida). PLoS ONE 13:e0191116. 10.1371/journal.pone.0191116 PubMed DOI PMC
Sommerfeld A., Rammer W., Heurich M., Hilmers T., Müller J., Seidl R. (2020). Do bark beetle outbreaks amplify or dampen future bark beetle disturbances in Central Europe? J. Ecol. 2020, 1–13. 10.1111/1365-2745.13502 PubMed DOI PMC
Štětina T., Koštál V., Korbelová J. (2015). The role of inducible Hsp70, and other heat shock proteins, in adaptive complex of cold tolerance of the fruit fly (Drosophila melanogaster). PLoS ONE 10:e0128976. 10.1371/journal.pone.0128976 PubMed DOI PMC
Sun Y., Fu F., Kang X., Liu B., Ning H., Chen H. (2021). Function of mevalonate pathway genes in the synthesis of frontalin in Chinese white pine beetle, Dendroctonus armandi (curculionidae: Scolytinae). Arch. Insect Biochem. Physiol. 107, 1–13. 10.1002/arch.21828 PubMed DOI
Teng X., Zhang Z., He G., Yang L., Li F. (2012). Validation of reference genes for quantitative expression analysis by real-time RT-PCR in Four Lepidopteran insects. J. Insect Sci. 12, 1–17. 10.1673/031.012.6001 PubMed DOI PMC
Vandesompele J., De Preter K., Pattyn F., Poppe B., Roy N. V., De Paepe A., et al. . (2002). Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes. Genome Biol. 3, 1–11. 10.1186/gb-2002-3-7-research0034 PubMed DOI PMC
VanGuilder H. D., Vrana K. E., Freeman W. M. (2008). Twenty-five years of quantitative PCR for gene expression analysis. Biotechniques 44, 619–626. 10.2144/000112776 PubMed DOI
Wang Y., Wang Z. K., Huang Y., Liao Y. F., Yin Y. P. (2014). Identification of suitable reference genes for gene expression studies by qRT-PCR in the blister beetle Mylabris cichorii. J. Insect Sci. 14:94. 10.1673/031.014.94 PubMed DOI PMC
Wang Z., Meng Q., Zhu X., Sun S., Liu A., Gao S., et al. . (2020). Identification and evaluation of reference genes for normalization of gene expression in developmental stages, sexes, and tissues of Diaphania caesalis (Lepidoptera, Pyralidae). J. Insect Sci. 20:1. 10.1093/jisesa/iez130 PubMed DOI PMC
Wei Z., Liu M., Hu C., Yang X. (2020). Overexpression of glutathione S-transferase genes in field λ-cyhalothrin-resistant population of Cydia pomonella: reference gene selection and expression analysis. J. Agr. Food Chem. 68, 5825–5834. 10.1021/acs.jafc.0c01367 10.1021/acs.jafc.0c01367 PubMed DOI
Wermelinger B., Rigling D., Schneider M. D., Dobbertin M. (2008). Assessing the role of bark- and wood-boring insects in the decline of Scots pine (Pinus sylvestris) in the Swiss Rhone valley. Ecol. Entomol. 33, 239–249. 10.1111/j.1365-2311.2007.00960.x DOI
Xie J., Liu T., Khashaveh A., Yi C., Liu X., Zhang Y. (2021). Identification and evaluation of suitable reference genes for RT-qPCR analysis in Hippodamia variegata (Coleoptera: Coccinellidae) under different biotic and abiotic conditions. Front. Physiol. 12:669510. 10.3389/fphys.2021.669510 PubMed DOI PMC
Xu J., Roy A., Palli S. R. (2018). CREB-binding protein plays key roles in juvenile hormone action in the red flour beetle, Tribolium Castaneum. Sci. Rep. 8:1426. 10.1038/s41598-018-30083-8 PubMed DOI PMC
Yang J., Gao Y., Liu Z., Lu J., Zhang Y., Zhang P., et al. . (2019). Selection of reference genes for RT-qPCR analysis under intrinsic conditions in the hawthorn spider mite, Amphitetranychus viennensis (Acarina: Tetranychidae). Front. Physiol. 10:1427. 10.3389/fphys.2019.01427 PubMed DOI PMC
Zhang S., An S., Li Z., Wu F., Yang Q., Liu Y., et al. . (2015). Identification and validation of reference genes for normalization of gene expression analysis using qRT-PCR in Helicoverpa armigera (Lepidoptera: Noctuidae). Gene 555, 393–402. 10.1016/j.gene.2014.11.038 PubMed DOI
Stability and suitability of housekeeping genes in phlebotomine sand flies