Review: Metabolomics as a Prediction Tool for Plants Performance under Environmental Stress
Open accessAbstract
Metabolomics as a diagnosis tool for plant performance has shown good features for breeding and crop improvement. Additionally, due to limitations in land area and the increasing climate changes, breeding projects focusing on abiotic stress tolerance are becoming essential. Nowadays no universal method is available to identify predictive metabolic markers. As a result, research aims must dictate the best method or combination of methods. To this end, we will introduce the key aspects to consider regarding growth scenarios and sampling strategies and discuss major analytical and data treatment approaches that are available to find metabolic markers of plant performance.
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FT-NIR is a spectroscopic technique widely used in the authentication of herbal products and agricultural products, as well as in numerous natural product analyses.
“FT-NIR is a spectroscopic technique that has been widely using in the authentication of herbal products and agricultural products, as well as in numerous natural product analyses [25,28].”
From Comprehensive Metabolomic Fingerprinting Combined with Chemometrics Identifies Species- and Variety-Specific Variation of Medicinal Herbs: An Ocimum Study (2023) · cites this paper as [25]
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References 138 · Cited by 72
- Authors
- Villate, A., San Nicolas, M., Gallastegi, M., Aulas, P.-A., Olivares, M., Usobiaga, A., Etxebarria, N., & Aizpurua-Olaizola, O.
- Affiliations
- University of the Basque Country (ES)
- Venue
- Plant Science
- Publisher
- Elsevier BV
- Published
- 2021-02
- Volume
- 303
- Pages
- 110789
- ISSN
- 0168-9452 (ISSN-L)
- OpenAlex
- W3111747749
- Cited by
- 72
- References
- 138
- Citations by year
- 2026: 3 · 2025: 11 · 2024: 11 · 2023: 21 · 2022: 15 · 2021: 11
- FWCI
- 1.05
- Type
- journal article
- Language
- en
- Open access
- green
- hdl.handle.net
- Licence
- Locations
- Plant Science (publishedVersion)
- PubMed (publishedVersion)
- Communities in ADDI (University of the Basque Country) (submittedVersion, cc-by-nc-nd)
- Hispana (submittedVersion, cc-by-nc-nd)
- Funders
- Eusko Jaurlaritza
- Euskal Herriko Unibertsitatea
- Edge Hill University
- Topics
- Life Sciences › Agricultural and Biological Sciences › Plant Science › Plant Stress Responses and Tolerance
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Metabolomics and Mass Spectrometry Studies
- Life Sciences › Agricultural and Biological Sciences › Plant Science › Plant nutrient uptake and metabolism
- Keywords
- plant metabolomics, abiotic stress tolerance, metabolic biomarkers, crop breeding, sampling strategy, data treatment, climate change
- MeSH terms
- Plant Breeding, Plants, Stress, Physiological, Plant Physiological Phenomena, Metabolomics, Plant Development
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