Literature DB >> 35419692

Molecular networking and collision cross section prediction for structural isomer and unknown compound identification in plant metabolomics: a case study applied to Zhanthoxylum heitzii extracts.

Valentina Calabrese1, Isabelle Schmitz-Afonso2, Candice Prevost1, Carlos Afonso1, Abdelhakim Elomri1.   

Abstract

Mass spectrometry-based plant metabolomics allow large-scale analysis of a wide range of compounds and the discovery of potential new active metabolites with minimal sample preparation. Despite recent tools for molecular networking, many metabolites remain unknown. Our objective is to show the complementarity of collision cross section (CCS) measurements and calculations for metabolite annotation in a real case study. Thus, a systematic and high-throughput investigation of root, bark, branch, and leaf of the Gabonese plant Zhanthoxylum heitzii was performed through ultra-high performance liquid chromatography high-resolution tandem mass spectrometry (UHPLC-QTOF/MS). A feature-based molecular network (FBMN) was employed to study the distribution of metabolites in the organs of the plants and discover potential new components. In total, 143 metabolites belonging to the family of alkaloids, lignans, polyphenols, fatty acids, and amino acids were detected and a semi-quantitative analysis in the different organs was performed. A large proportion of medical plant phytochemicals is often characterized by isomerism and, in the absence of reference compounds, an additional dimension of gas phase separation can result in improvements to both quantitation and compound annotation. The inclusion of ion mobility in the ultra-high performance liquid chromatography mass spectrometry workflow (UHPLC-IMS-MS) has been used to collect experimental CCS values in nitrogen and helium (CCSN2 and CCSHe) of Zhanthoxylum heitzii features. Due to a lack of reference data, the investigation of predicted collision cross section has enabled comparison with the experimental values, helping in dereplication and isomer identification. Moreover, in combination with mass spectra interpretation, the comparison of experimental and theoretical CCS values allowed annotation of unknown features. The study represents a practical example of the potential of modern mass spectrometry strategies in the identification of medicinal plant phytochemical components.
© 2022. Springer-Verlag GmbH Germany, part of Springer Nature.

Entities:  

Keywords:  Collision cross section; Liquid chromatography ion mobility mass spectrometry; Metabolomics; Molecular networks; Zhanthoxylum heitzii

Mesh:

Substances:

Year:  2022        PMID: 35419692     DOI: 10.1007/s00216-022-04059-7

Source DB:  PubMed          Journal:  Anal Bioanal Chem        ISSN: 1618-2642            Impact factor:   4.142


  52 in total

Review 1.  Plant metabolomics: from holistic hope, to hype, to hot topic.

Authors:  Robert D Hall
Journal:  New Phytol       Date:  2006       Impact factor: 10.151

Review 2.  Plant metabolomics: towards biological function and mechanism.

Authors:  Nicolas Schauer; Alisdair R Fernie
Journal:  Trends Plant Sci       Date:  2006-09-01       Impact factor: 18.313

3.  Gas chromatography mass spectrometry-based metabolite profiling in plants.

Authors:  Jan Lisec; Nicolas Schauer; Joachim Kopka; Lothar Willmitzer; Alisdair R Fernie
Journal:  Nat Protoc       Date:  2006       Impact factor: 13.491

4.  Feasibility of Applying Untargeted Metabolomics with GC-Orbitrap-HRMS and Chemometrics for Authentication of Black Pepper (Piper nigrum L.) and Identification of Geographical and Processing Markers.

Authors:  Araceli Rivera-Pérez; Roberto Romero-González; Antonia Garrido Frenich
Journal:  J Agric Food Chem       Date:  2021-05-06       Impact factor: 5.279

Review 5.  Phytochemicals for human disease: An update on plant-derived compounds antibacterial activity.

Authors:  Ramona Barbieri; Erika Coppo; Anna Marchese; Maria Daglia; Eduardo Sobarzo-Sánchez; Seyed Fazel Nabavi; Seyed Mohammad Nabavi
Journal:  Microbiol Res       Date:  2016-12-19       Impact factor: 5.415

Review 6.  Accelerating Metabolite Identification in Natural Product Research: Toward an Ideal Combination of Liquid Chromatography-High-Resolution Tandem Mass Spectrometry and NMR Profiling, in Silico Databases, and Chemometrics.

Authors:  Jean-Luc Wolfender; Jean-Marc Nuzillard; Justin J J van der Hooft; Jean-Hugues Renault; Samuel Bertrand
Journal:  Anal Chem       Date:  2018-12-14       Impact factor: 6.986

7.  Integration of non-targeted metabolomics and automated determination of elemental compositions for comprehensive alkaloid profiling in plants.

Authors:  Maryse Vanderplanck; Gaétan Glauser
Journal:  Phytochemistry       Date:  2018-06-18       Impact factor: 4.072

8.  Mass Spectrometry-Based Untargeted Plant Metabolomics.

Authors:  Leonardo Perez de Souza; Saleh Alseekh; Thomas Naake; Alisdair Fernie
Journal:  Curr Protoc Plant Biol       Date:  2019-12

9.  Non-targeted metabolite profiling highlights the potential of strawberry leaves as a resource for specific bioactive compounds.

Authors:  Anna Kårlund; Kati Hanhineva; Marko Lehtonen; Gordon J McDougall; Derek Stewart; Reijo O Karjalainen
Journal:  J Sci Food Agric       Date:  2016-11-04       Impact factor: 3.638

Review 10.  Plant-Derived Products as Antibacterial and Antifungal Agents in Human Health Care.

Authors:  Ladislav Kokoska; Pavel Kloucek; Olga Leuner; Pavel Novy
Journal:  Curr Med Chem       Date:  2019       Impact factor: 4.530

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