Chemometric analysis of the secondary metabolite profile of Yarrow (Achillea collina Becker ex Rchb.) affected by phloem feeding Myzus persicae Sulzer aphids

Yarrow (<em>Achillea collina </em>Becker ex Rchb.) has a high content of secondary metabolites including phenolic acids. Among them, hydroxycinnamic acid such as chlorogenic acid and its derivatives were found to be the most abundant ones. The phloem feeding <em>Myzus persicae <...

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Main Authors: Annamaria Giorgi, Moira Madeo, Johann Baumgärtner, Giuseppe Carlo Lozzia
Format: Article
Language:English
Published: PAGEPress Publications 2010-07-01
Series:Journal of Entomological and Acarological Research
Subjects:
Online Access:http://www.pagepressjournals.org/index.php/jear/article/view/369
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spelling doaj-7e1bc34270cc426aae7adce8be128ceb2020-11-25T03:46:12ZengPAGEPress PublicationsJournal of Entomological and Acarological Research2038-324X2279-70842010-07-014229110210.4081/jear.2010.91166Chemometric analysis of the secondary metabolite profile of Yarrow (Achillea collina Becker ex Rchb.) affected by phloem feeding Myzus persicae Sulzer aphidsAnnamaria Giorgi0Moira Madeo1Johann Baumgärtner2Giuseppe Carlo Lozzia3Dipartimento di Produzione Vegetale (Di.Pro.Ve.), Università degli Studi di MilanoDipartimento di Protezione dei Sistemi Agroalimentare e Urbano e Valorizzazione delle Biodiversità (Di.P.S.A.), Università degli Studi di MilanoDipartimento di Protezione dei Sistemi Agroalimentare e Urbano e Valorizzazione delle Biodiversità (Di.P.S.A.), Università degli Studi di MilanoDipartimento di Protezione dei Sistemi Agroalimentare e Urbano e Valorizzazione delle Biodiversità (Di.P.S.A.), Università degli Studi di MilanoYarrow (<em>Achillea collina </em>Becker ex Rchb.) has a high content of secondary metabolites including phenolic acids. Among them, hydroxycinnamic acid such as chlorogenic acid and its derivatives were found to be the most abundant ones. The phloem feeding <em>Myzus persicae </em>Sulzer was hypothesized to affect the contents of secondary metabolites and change the metabolite profile. A high-performance liquid chromatography technique (HPLC) was used to evaluate whether there is a difference in the phenolic profile between aphid infested and non-infested yarrow leaves. <em>M. persicae </em>colonies composed of between 20 and 30 individuals were allowed to feed for 10 and 20 days. Preprocessing was carried out to standardize the procedures in order to obtain optimal separation of analytes, good chromatographic peak shape and robustness of the results. The methanol extracts of leaves were analyzed by means of HPLC, and the time series of peak areas obtained from each extract were evaluated through chemometric analyses. Results of the phenolic fingerprints showed a specific chromatographic profile with 58 peaks. An autoregression analysis demonstrated the absence of correlation. The discriminant analysis carried out with the data satisfying the assumption of the absence of collinearity showed a significant effect of phloem feeding on soluble phenolic compounds and identified two peaks that separate aphid infested from non-infested plants. The hydroxycinnamic acids widely found in <em>A. collina</em> leaves were not affected by<em> M. persicae</em> feeding. The results are the basis for the current studies aiming at the identification of chemical compounds that correspond to the peaks.http://www.pagepressjournals.org/index.php/jear/article/view/369Achillea collina Becker ex Rchb, Myzus persicae Sulzer, secondary metabolites, hydroxycinnamic acids, chemometrics, autoregression, discriminant analysis.
collection DOAJ
language English
format Article
sources DOAJ
author Annamaria Giorgi
Moira Madeo
Johann Baumgärtner
Giuseppe Carlo Lozzia
spellingShingle Annamaria Giorgi
Moira Madeo
Johann Baumgärtner
Giuseppe Carlo Lozzia
Chemometric analysis of the secondary metabolite profile of Yarrow (Achillea collina Becker ex Rchb.) affected by phloem feeding Myzus persicae Sulzer aphids
Journal of Entomological and Acarological Research
Achillea collina Becker ex Rchb, Myzus persicae Sulzer, secondary metabolites, hydroxycinnamic acids, chemometrics, autoregression, discriminant analysis.
author_facet Annamaria Giorgi
Moira Madeo
Johann Baumgärtner
Giuseppe Carlo Lozzia
author_sort Annamaria Giorgi
title Chemometric analysis of the secondary metabolite profile of Yarrow (Achillea collina Becker ex Rchb.) affected by phloem feeding Myzus persicae Sulzer aphids
title_short Chemometric analysis of the secondary metabolite profile of Yarrow (Achillea collina Becker ex Rchb.) affected by phloem feeding Myzus persicae Sulzer aphids
title_full Chemometric analysis of the secondary metabolite profile of Yarrow (Achillea collina Becker ex Rchb.) affected by phloem feeding Myzus persicae Sulzer aphids
title_fullStr Chemometric analysis of the secondary metabolite profile of Yarrow (Achillea collina Becker ex Rchb.) affected by phloem feeding Myzus persicae Sulzer aphids
title_full_unstemmed Chemometric analysis of the secondary metabolite profile of Yarrow (Achillea collina Becker ex Rchb.) affected by phloem feeding Myzus persicae Sulzer aphids
title_sort chemometric analysis of the secondary metabolite profile of yarrow (achillea collina becker ex rchb.) affected by phloem feeding myzus persicae sulzer aphids
publisher PAGEPress Publications
series Journal of Entomological and Acarological Research
issn 2038-324X
2279-7084
publishDate 2010-07-01
description Yarrow (<em>Achillea collina </em>Becker ex Rchb.) has a high content of secondary metabolites including phenolic acids. Among them, hydroxycinnamic acid such as chlorogenic acid and its derivatives were found to be the most abundant ones. The phloem feeding <em>Myzus persicae </em>Sulzer was hypothesized to affect the contents of secondary metabolites and change the metabolite profile. A high-performance liquid chromatography technique (HPLC) was used to evaluate whether there is a difference in the phenolic profile between aphid infested and non-infested yarrow leaves. <em>M. persicae </em>colonies composed of between 20 and 30 individuals were allowed to feed for 10 and 20 days. Preprocessing was carried out to standardize the procedures in order to obtain optimal separation of analytes, good chromatographic peak shape and robustness of the results. The methanol extracts of leaves were analyzed by means of HPLC, and the time series of peak areas obtained from each extract were evaluated through chemometric analyses. Results of the phenolic fingerprints showed a specific chromatographic profile with 58 peaks. An autoregression analysis demonstrated the absence of correlation. The discriminant analysis carried out with the data satisfying the assumption of the absence of collinearity showed a significant effect of phloem feeding on soluble phenolic compounds and identified two peaks that separate aphid infested from non-infested plants. The hydroxycinnamic acids widely found in <em>A. collina</em> leaves were not affected by<em> M. persicae</em> feeding. The results are the basis for the current studies aiming at the identification of chemical compounds that correspond to the peaks.
topic Achillea collina Becker ex Rchb, Myzus persicae Sulzer, secondary metabolites, hydroxycinnamic acids, chemometrics, autoregression, discriminant analysis.
url http://www.pagepressjournals.org/index.php/jear/article/view/369
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