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@article{1876657,
author = {Mascellani, Anna and Leiss, Kirsten and BacandMolenaar, Johanna and Malaník, Milan and Marsik, Petr and Estuardo, Hernandez Olesinski and Tauchen, Jan and Kloucek, Pavel and Šmejkal, Karel and Havlik, Jaroslav},
article_location = {Lausanne},
article_number = {Januar},
doi = {http://dx.doi.org/10.3389/fpls.2021.790907},
keywords = {Gerbera hybrida; powdery mildew resistance; H-1 NMR; decision tree; polyketides},
language = {eng},
issn = {1664-462X},
journal = {Frontiers in Plant Science},
title = {Polyketide Derivatives in the Resistance of Gerbera hybrida to Powdery Mildew},
url = {https://www.frontiersin.org/articles/10.3389/fpls.2021.790907/full},
volume = {12},
year = {2022}
}
TY - JOUR
ID - 1876657
AU - Mascellani, Anna - Leiss, Kirsten - Bac-Molenaar, Johanna - Malaník, Milan - Marsik, Petr - Estuardo, Hernandez Olesinski - Tauchen, Jan - Kloucek, Pavel - Šmejkal, Karel - Havlik, Jaroslav
PY - 2022
TI - Polyketide Derivatives in the Resistance of Gerbera hybrida to Powdery Mildew
JF - Frontiers in Plant Science
VL - 12
IS - Januar
SP - 1-11
EP - 1-11
PB - FRONTIERS MEDIA SA
SN - 1664462X
KW - Gerbera hybrida
KW - powdery mildew resistance
KW - H-1 NMR
KW - decision tree
KW - polyketides
UR - https://www.frontiersin.org/articles/10.3389/fpls.2021.790907/full
N2 - Powdery mildew is a common disease affecting the commercial production of gerbera flowers (Gerbera hybrida, Asteraceae). Some varieties show a certain degree of resistance to it. Our objective was to identify biomarkers of resistance to powdery mildew using an H-1 nuclear magnetic resonance spectroscopy and chemometrics approach in a complex, fully factorial experiment to suggest a target for selection and breeding. Resistant varieties were found to differ from those that were susceptible in the metabolites of the polyketide pathway, such as gerberin, parasorboside, and gerberinside. A new compound probably involved in resistance, 5-hydroxyhexanoic acid 3-O-beta-D-glucoside, was described for the first time. A decision tree model was built to distinguish resistant varieties, with an accuracy of 57.7%, sensitivity of 72%, and specificity of 44.44% in an independent test. Our results suggest the mechanism of resistance to powdery mildew in gerbera and provide a potential tool for resistance screening in breeding programs.
ER -
MASCELLANI, Anna, Kirsten LEISS, Johanna BAC-MOLENAAR, Milan MALANÍK, Petr MARSIK, Hernandez Olesinski ESTUARDO, Jan TAUCHEN, Pavel KLOUCEK, Karel ŠMEJKAL a Jaroslav HAVLIK. Polyketide Derivatives in the Resistance of Gerbera hybrida to Powdery Mildew. \textit{Frontiers in Plant Science}. Lausanne: FRONTIERS MEDIA SA, roč.~12, Januar, s.~1-11. ISSN~1664-462X. doi:10.3389/fpls.2021.790907. 2022.
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