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Classification of sugarcane genotypes susceptible and resistant to the initial attack of sugarcane borer Diatraea saccharalis using epicuticular wax composition
Authors/Creators
- 1. * & Department of Agronomy, Universidade Federal de Viçosa, Viçosa, MG, Brazil
- 2. Department of Chemistry, Universidade Federal de Viçosa, Viçosa, MG, Brazil
Description
Wartha, Cleiton Antonio, Nath, Porto, alia de Aguiar, Tomaz, Adriano Cirino, Roque, Jussara Valente, Diniz, Mariana Beatriz Teixeira, Queiroz, Maria Eliana Lopes Ribeiro de, Te, Reinaldo Francisco, ofilo, M, Barbosa, arcio Henrique Pereira (2022): Classification of sugarcane genotypes susceptible and resistant to the initial attack of sugarcane borer Diatraea saccharalis using epicuticular wax composition. Phytochemistry (113175) 199: 1-9, DOI: 10.1016/j.phytochem.2022.113175, URL: http://dx.doi.org/10.1016/j.phytochem.2022.113175
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- urn:lsid:plazi.org:pub:7579FFCC2258FFF75C6AFFED69489653
References
- Alves, T., Souza-Moreira, T., Valentini, S., Zanelli, C., Furlan, M., 2018. Friedelin in Maytenus ilicifolia is produced by friedelin synthase isoforms. Molecules 23, 700. https://doi.org/10.3390/molecules23030700.
- Anzanello, M.J., Ortiz, R.S., Limberger, R., Mariotti, K., 2014. Performance of some supervised and unsupervised multivariate techniques for grouping authentic and unauthentic Viagra and Cialis. Egypt. J. Forensic Sci. 4, 83-89. https://doi.org/ 10.1016/j.ejfs.2014.03.004.
- Araujo, J.R., Botelho, P.S.M., Araujo, S.M.S.S., Almeida, L.C., Degaspari, N., 1985. New artificial diet for rearing Diatraea saccharalis (Fabr.). Saccharum APC 36, 45-48.
- Asikin, Y., Takahashi, M., Hirose, N., Hou, D.-X., Takara, K., Wada, K., 2012. Wax, policosanol, and long-chain aldehydes of different sugarcane (Saccharum officinarum L.) cultivars. Eur. J. Lipid Sci. Technol. 114, 583-591. https://doi.org/ 10.1002/ejlt.201100300.
- Attard, T.M., McElroy, C.R., Rezende, C.A., Polikarpov, I., Clark, J.H., Hunt, A.J., 2015. Sugarcane waste as a valuable source of lipophilic molecules. Ind. Crop. Prod. 76, 95-103. https://doi.org/10.1016/j.indcrop.2015.05.077.
- Baker, J.M., Hawkins, N.D., Ward, J.L., Lovegrove, A., Napier, J.A., Shewry, P.R., Beale, M.H., 2006. A metabolomic study of substantial equivalence of field-grown genetically modified wheat. Plant Biotechnol. J. 4, 381-392. https://doi.org/ 10.1111/j.1467-7652.2006.00197.x.
- Barbosa, M.H.P., Resende, M.D.V., Dias, L.A., dos, S., Barbosa, G.V., de, S., Oliveira, R.A. de, Peternelli, L.A., Daros, E., 2012. Genetic improvement of sugar cane for bioenergy: the brazilian experience in network research with RIDESA. Crop Breed. Appl. Biotechnol. 12, 87-98. https://doi.org/10.1590/S1984-70332012000500010.
- Barker, M., Rayens, W., 2003. Partial least squares for discrimination. J. Chemom. 17, 166-173. https://doi.org/10.1002/cem.785.
- Botelho, B.G., Reis, N., Oliveira, L.S., Sena, M.M., 2015. Development and analytical validation of a screening method for simultaneous detection of five adulterants in raw milk using mid-infrared spectroscopy and PLS-DA. Food Chem. 181, 31-37. https://doi.org/10.1016/j.foodchem.2015.02.077.
- CONAB - Companhia Nacional de Abastecimento, 2021. Boletim da Safra de Cana-deacucar [WWW Document]. URL, 10.27.21. https://www.conab.gov.br/componen t/k2/item/download/37136_b3e7df44d7d5e801238498af6b39d254.
- Cristofoletti, P.T., Kemper, E.L., Capella, A.N., Carmago, S.R., Cazoto, J.L., Ferrari, F., Galvan, T.L., Gauer, L., Monge, G.A., Nishikawa, M.A., Santos, N.Z., Semeao, A.A., Silva, L., Willse, A.R., Zanca, A., Edgerton, M.D., 2018. Development of transgenic sugarcane resistant to sugarcane borer. Trop. Plant Biol. 11, 17-30. https://doi.org/ 10.1007/s12042-018-9198-y.
- de Carvalho, L., de Lelis Medeiros de Morais, C., de Lima, K.M., Cunha Junior, L.C., Martins Nascimento, P.A., de Faria, J., de Almeida Teixeira, G., 2016. Determination of the geographical origin and ethanol content of Brazilian sugarcane spirit using near-infrared spectroscopy coupled with discriminant analysis. Anal. Methods 8, 5658-5666. https://doi.org/10.1039/C6AY01325B.
- de Carvalho Polari Souto, U.T., Barbosa, M.F., Dantas, H.V., de Pontes, A.S., Lyra, W. da S., Goncalves Dias Diniz, P.H., de Araujo, M.C., da Silva, E.C., 2015. Screening for coffee adulteration using digital images and SPA-LDA. Food Anal. Methods 8, 1515-1521. https://doi.org/10.1007/s12161-014-0020-7.
- de Mello, U.S., Vidigal, P.M.P., Vital, C.E., Tomaz, A.C., de Figueiredo, M., Peternelli, L. A., Barbosa, M.H.P., 2020. An overview of the transcriptional responses of two tolerant and susceptible sugarcane cultivars to borer (Diatraea saccharalis) infestation. Funct. Integr. Genom. 20, 839-855. https://doi.org/10.1007/s10142- 020-00755-8.
- de Souza Rossato Jr., J.A., Costa, G.H.G., Madaleno, L.L., Mutton, M.J.R., Higley, L.G., Fernandes, O.A., 2013. Characterization and impact of the sugarcane borer on sugarcane yield and quality. Agron. J. 105, 643. https://doi.org/10.2134/ agronj2012.0309.
- Despr´es, L., David, J.-P., Gallet, C., 2007. The evolutionary ecology of insect resistance to plant chemicals. Trends Ecol. Evol. 22, 298-307. https://doi.org/10.1016/j. tree.2007.02.010.
- Dinardo-Miranda, L.L., Anjos, I.A. dos, Costa, V.P., da, Fracasso, J.V., 2012. Resistance of sugarcane cultivars to Diatraea saccharalis. Pesqui. Agropecu´aria Bras. 47, 1-7. https://doi.org/10.1590/S0100-204X2012000100001.
- Ferreira, E.A., Demuner, A.J., Silva, A.A., Santos, J.B., Ventrella, M.C., Marques, A.E., Proc´opio, S.O., 2005. Chemical composition of epicuticular wax and characterization of leaf surface in sugarcane genotypes. Planta Daninha 23, 611-619. https://doi.org/10.1590/s0100-83582005000400008.
- Ferreira, G.W.D., Roque, J.V., Soares, E.M.B., Silva, I.R., Silva, E.F., Vasconcelos, A., A, Te´ofilo, R.F., 2018. Temporal decomposition sampling and chemical characterization of eucalyptus harvest residues using NIR spectroscopy and chemometric methods. Talanta 188, 168-177. https://doi.org/10.1016/j. talanta.2018.05.073.
- Fiehn, O., Kopka, J., Trethewey, R.N., Willmitzer, L., 2000. Identification of uncommon plant metabolites based on calculation of elemental compositions using gas chromatography and quadrupole mass spectrometry. Anal. Chem. 72, 3573-3580. https://doi.org/10.1021/ac991142i.
- Giron-P ´´erez, K., Oliveira, A.L., Teixeira, A.F., Guedes, R.N.C., Pereira, E.J.G., 2014. Susceptibility of Brazilian populations of Diatraea saccharalis to Cry1Ab and response to selection for resistance. Crop Protect. 62, 124-128. https://doi.org/ 10.1016/j.cropro.2014.04.004.
- Hensley, S.D., Hammond, A.M., 1968. Laboratory techniques for rearing the sugarcane borer on an artificial diet. J. Econ. Entomol. 61, 1742-1743. https://doi.org/ 10.1093/jee/61.6.1742.
- Huo, Y., Kamal, G.M., Wang, J., Liu, H., Zhang, G., Hu, Z., Anwar, F., Du, H., 2017. 1 H NMR-based metabolomics for discrimination of rice from different geographical origins of China. J. Cereal. Sci. 76, 243-252. https://doi.org/10.1016/j. jcs.2017.07.002.
- J¨ager, S., Trojan, H., Kopp, T., Laszczyk, M., Scheffler, A., 2009. Pentacyclic triterpene distribution in various plants - rich sources for a new group of multi-potent plant extracts. Molecules 14, 2016-2031. https://doi.org/10.3390/molecules14062016.
- Keeping, M., Rutherford, R., 2004. Resistance mechanisms of south african sugarcane to the stalk borer eldana saccharina (lepidoptera: pyralidae): a review. Proc. South African Sugar Technol. Assoc. 78, 307-312.
- Kennard, R.W., Stone, L.A., 1969. Computer aided design of experiments. Technometrics 11, 137-148. https://doi.org/10.1080/00401706.1969.10490666.
- Kornd¨orfer, G.H., Ribeiro, A.C., Andrade, L.A.B., 1999. Recommendations for the use of correctors and fertilizers in Minas Gerais. In: Recommendations for the Use of Correctors and Fertilizers in Minas Gerais. Comisstao de Fertilidade do Solo do Estado de Minas Gerais, p. 359.
- Lamberton, J., Redcliffe, A., 1960. The chemistry of sugar-cane wax. I. The nature of sugar-cane wax. Aust. J. Chem. 13, 261. https://doi.org/10.1071/CH9600261.
- Leardi, R., Lupia´nez tGonz´alez, A., 1998. Genetic algorithms applied to feature selection in PLS regression: how and when to use them. Chemometr. Intell. Lab. Syst. 41, 195-207. https://doi.org/10.1016/S0169-7439(98)00051-3.
- Li, S., Hu, Y., Liu, W., Chen, Y., Wang, F., Lu, X., Zheng, W., 2020. Untargeted volatile metabolomics using comprehensive two-dimensional gas chromatography-mass spectrometry - a solution for orange juice authentication. Talanta 217, 121038. https://doi.org/10.1016/j.talanta.2020.121038.
- Lisec, J., Schauer, N., Kopka, J., Willmitzer, L., Fernie, A.R., 2006. Gas chromatography mass spectrometry-based metabolite profiling in plants. Nat. Protoc. 1, 387-396. https://doi.org/10.1038/nprot.2006.59.
- Lutz, U., Lutz, R.W., Lutz, W.K., 2006. Metabolic profiling of glucuronides in human urine by LC-MS/MS and partial least-squares discriminant analysis for classification and prediction of gender. Anal. Chem. 78, 4564-4571. https://doi.org/10.1021/ ac0522299.
- Mapa, 2020. Genetically modified sugarcane resistant to insects of the order Lepidoptera [WWW Document]. Minist. Agric. Livest. Supply - Natl. Regist. Cultiv. URL. http://si stemas.agricultura.gov.br/snpc/cultivarweb/cultivares_registradas.php.
- Miaw, C.S.W., Assis, C., Silva, A.R.C.S., Cunha, M.L., Sena, M.M., de Souza, S.V.C., 2018. Determination of main fruits in adulterated nectars by ATR-FTIR spectroscopy combined with multivariate calibration and variable selection methods. Food Chem. 254, 272-280. https://doi.org/10.1016/j.foodchem.2018.02.015.
- Milligan, S.B., Balzarini, M., White, W.H., 2003. Broad-sense heritabilities, genetic correlations, and selection indices for sugarcane borer resistance and their relation to yield loss. Crop Sci. 43, 1729-1735. https://doi.org/10.2135/cropsci2003.1729.
- Moiteiro, C., Marcelo Curto, M.J., Mohamed, N., Bail´en, M., Martinez-Diaz, R., Gonz´alez- Coloma, A., 2006. Biovalorization of friedelane triterpenes derived from cork processing industry byproducts. J. Agric. Food Chem. 54, 3566-3571. https://doi. org/10.1021/jf0531151.
- Naeem, M., Khan, M.M.A., Moinuddin, 2012. Triacontanol: a potent plant growth regulator in agriculture. J. Plant Interact. 7, 129-142. https://doi.org/10.1080/ 17429145.2011.619281.
- Oliveira, C.M., Auad, A.M., Mendes, S.M., Frizzas, M.R., 2014. Crop losses and the economic impact of insect pests on Brazilian agriculture. Crop Protect. 56, 50-54. https://doi.org/10.1016/j.cropro.2013.10.022.
- Oliveira, M.M., Cruz-Tirado, J.P., Roque, J.V., Te´ofilo, R.F., Barbin, D.F., 2020. Portable near-infrared spectroscopy for rapid authentication of adulterated paprika powder. J. Food Compos. Anal. 87, 103403. https://doi.org/10.1016/j.jfca.2019.103403.
- Pimentel, G.V., Tomaz, A.C., Brasileiro, B.P., Peternelli, L.A., Barbosa, M.H.P., 2017. Oviposition preference and larval performance of sugarcane borer in eight sugarcane genotypes. Cienc. E Agrotecnol 41, 439-446. https://doi.org/10.1590/1413- 70542017414004317.
- Porto, N. de A., Roque, J.V., Wartha, C.A., Cardoso, W., Peternelli, L.A., Barbosa, M.H.P., Te´ofilo, R.F., 2019. Early prediction of sugarcane genotypes susceptible and resistant to Diatraea saccharalis using spectroscopies and classification techniques. Spectrochim. Acta Part A Mol. Biomol. Spectrosc. 218, 69-75. https://doi.org/ 10.1016/j.saa.2019.03.114.
- Purcell, D.E., Leonard, G.J., O' Shea, M.G., Kokot, S., 2005. A chemometrics investigation of sugarcane plant properties based on the molecular composition of epicuticular wax. Chemometr. Intell. Lab. Syst. 76, 135-147. https://doi.org/10.1016/j. chemolab.2004.10.004.
- Purcell, D.E., O' Shea, M.G., Kokot, S., 2009. Complex biopolymeric systems at stalk/ epicuticular wax plant interfaces: a near infrared spectroscopy study of the sugarcane example. Biopolymers 91, 642-651. https://doi.org/10.1002/bip.21193.
- Rashotte, A.M., Jenks, M.A., Nguyen, T.D., Feldmann, K.A., 1997. Epicuticular wax variation in ecotypes of Arabidopsis thaliana. Phytochemistry 45, 251-255.
- Reile, C.G., Rodriguez, M.S., Fernandes, D.D. de S., Gomes, A. de A., Diniz, P.H.G.D., Di Anibal, C.V., 2020. Qualitative and quantitative analysis based on digital images to determine the adulteration of ketchup samples with Sudan I dye. Food Chem. 328, 127101. https://doi.org/10.1016/j.foodchem.2020.127101.
- Roessner, U., Wagner, C., Kopka, J., Trethewey, R.N., Willmitzer, L., 2000. Simultaneous analysis of metabolites in potato tuber by gas chromatography - mass spectrometry. Plant J. 23, 131-142.
- Roque, J.V., Cardoso, W., Peternelli, L.A., Te´ofilo, R.F., 2019. Comprehensive new approaches for variable selection using ordered predictors selection. Anal. Chim. Acta 1075, 57-70. https://doi.org/10.1016/j.aca.2019.05.039.
- Rutherford, R.S., 2013. Mechanisms of resistance to pests and pathogens in sugarcane and related crop species. Sugarcane Physiol. Biochem. Funct. Biol. 435-482. https:// doi.org/10.1002/9781118771280.ch17.
- Rutherford, R.S., van Staden, J., 1996. Towards a rapid near-infrared technique for prediction of resistance to sugarcane borerEldana saccharina walker (Lepidoptera: Pyralidae) using stalk surface wax. J. Chem. Ecol. 22, 681-694. https://doi.org/ 10.1007/BF02033578.
- Szymanska ´, E., Saccenti, E., Smilde, A.K., Westerhuis, J.A., 2012. Double-check: validation of diagnostic statistics for PLS-DA models in metabolomics studies. Metabolomics 8, 3-16. https://doi.org/10.1007/s11306-011-0330-3.
- Te´ofilo, R.F., Martins, J.P.A., Ferreira, M.M.C., 2009. Sorting variables by using informative vectors as a strategy for feature selection in multivariate regression. J. Chemom. 23, 32-48. https://doi.org/10.1002/cem.1192.
- Tomaz, A.C., Coutinho, A.E., Soares, B.O., Peternelli, L.A., Pereira, E.J.G., Barbosa, M.H. P., 2018. Assessing resistance of sugarcane varieties to sugarcane borer Diatraea saccharalis Fab. (Lepidoptera: Crambidae). Bull. Entomol. Res. 108, 547-555. https://doi.org/10.1017/S0007485317001183.
- Tomaz, A.C., Goncalves, M.T.V., de Resende, M.D.V., Brasileiro, B.P., Peternelli, L.A., Barbosa, M.H.P., 2020. Genetic parameters and selection of sugarcane for borer resistance in the advanced selection stage. Crop Breed. Appl. Biotechnol. 20, 1-10. https://doi.org/10.1590/1984-70332020v20n1a13.
- Tomaz, A.C., Wartha, C.A., Resende, M.D.V. de, Brasileiro, B.P., Peternelli, L.A., Barbosa, M.H.P., 2019. Genetic parameters and selection of sugarcane in early selection stages for resistance to sugarcane borer Diatraea saccharalis. Crop Breed. Appl. Biotechnol. 19, 208-216. https://doi.org/10.1590/1984-70332019v19n2a29.
- van Den Dool, H., Dec Kratz, P., 1963. A generalization of the retention index system including linear temperature programmed gas-liquid partition chromatography. J. Chromatogr. A 11, 463-471. https://doi.org/10.1016/S0021-9673(01)80947-X.
- White, W.H., Burner, D.M., Legendre, B.L., Miller, J.D., 1998. Registration of 12 sugarcane germplasm clones resistant to sugarcane borer: HoCP 92-678, HoCP 93- 775, and HoCP 93-776, US 93-15 to US 93-17, and US 96-1 to US 96-6. Crop Sci. 38, 1726-1727. https://doi.org/10.2135/cropsci1998.0011183x003800060071x.
- White, W.H., Hale, A.L., Veremis, J.C., Tew, T.L., Richard, E.P., 2011. Registration of two sugarcane germplasm clones with antibiosis to the sugarcane borer (Lepidoptera: Crambidae). J. Plant Registrations 5, 248. https://doi.org/10.3198/ jpr2010.07.0429crg.
- White, W.H., Viator, R.P., Dufrene, E.O., Dalley, C.D., Richard, E.P., Tew, T.L., 2008. Reevaluation of sugarcane borer (Lepidoptera: Crambidae) bioeconomics in Louisiana. Crop Protect. 27, 1256-1261. https://doi.org/10.1016/j.cropro.2008.03.011.
- Xu, L., Xu, Z., Kelly, S., Liao, X., 2020. Integrating untargeted metabolomics and targeted analysis for not from concentrate and from concentrate orange juices discrimination and authentication. Food Chem. 329, 127130. https://doi.org/10.1016/j. foodchem.2020.127130.
- Yin, M., Tang, S., Tong, M., 2016. Identification of edible oils using terahertz spectroscopy combined with genetic algorithm and partial least squares discriminant analysis. Anal. Methods 8, 2794-2798. https://doi.org/10.1039/c6ay00259e.
- Zhang, Z.-M., Cai, J.-J., Ruan, G.-H., Li, G.-K., 2005. The study of fingerprint characteristics of the emanations from human arm skin using the original sampling system by SPME-GC/MS. J. Chromatogr. B 822, 244-252. https://doi.org/10.1016/ j.jchromb.2005.06.026.