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ZENODO
Software . 2018
Data sources: Datacite
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ZENODO
Software . 2018
Data sources: ZENODO
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Code for the computational workflow to study the seasonal variation of secondary metabolites in nine different bryophytes using the MTBLS520 dataset

Authors: Peters, Kristian; Gorzolka, Karin; Bruelheide, Helge; Neumann, Steffen;

Code for the computational workflow to study the seasonal variation of secondary metabolites in nine different bryophytes using the MTBLS520 dataset

Abstract

In the research field of Eco-Metabolomics, non-model organisms are typically studied in their natural environment and relations are made between biochemistry and ecological function. Current challenges when processing such data involve, among others, complex ecological experiment designs, peak detection parameter settings and high variation of metabolite profiles of different species. Here, we present code for a Galaxy workflow to process a dataset generated from 108 samples of 9 bryophyte species obtained in four seasons using an untargeted liquid chromatography coupled with mass spectrometry (LC/MS) acquisition method. With this computational workflow, we address the challenges in data processing and present a reproducible and reusable method implemented in Galaxy focusing on data import, standard formats, technical validation, peak detection and multivariate statistics. We expect the presented workflow will encourage researchers to conduct subsequent Eco-Metabolomics studies.

Funded by the European Commission PhenoMeNal Grant EC654241.

Keywords

Ecology, Bryophytes, Multifactorial, Environment, Multivariate statistics, Workflow, Galaxy, Ecometabolomics, FOS: Biological sciences, Mosses, Metabolomics, Liverworts

EOSC Subjects

Galaxy Workflow

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
OpenAIRE UsageCountsViews provided by UsageCounts
1
Average
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2