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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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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