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Phenotype microarray-based assessment of metabolic variability in plant protoplasts.

Plant Methods · 7 May 2025 · 10.1186/s13007-025-01378-5

Abstract

Productivity and fitness of cultivated plants are influenced by genetic heritage and environmental interactions, shaping certain phenotypes. Phenomics is the -omics methodology providing applicative approaches for the analysis of multidimensional phenotypic information, essential to understand and foresee the genetic potential of organisms relevant to agriculture. While plant phenotyping provides information at the whole organism level, cellular level phenotyping is crucial for identifying and dissecting the metabolic basis of different phenotypes and the effect of metabolic-related genetic modifications. Phenotype Microarray (PM) is a high-throughput technology developed by Biolog ™ for metabolic characterization studies at cellular level, which is based on colorimetric reactions to monitor cellular respiration under different conditions. Nowadays, PM is widely used for bacteria, fungi, and mammalian cells, but a procedure for plant cells characterization has not yet been developed, due to difficulties linked in identifying a suitable reporter of cell activities. Here, we tested for the first time, PM technology on plant cells using protoplasts as a means of evaluating metabolic activity. Indeed, studying the metabolism of plant protoplasts can be a valuable method for predicting the inherent metabolic potential of an entire plant organism. Protoplasts are indeed valuable tools in plant research and biotechnology because they offer a simplified, isolated cellular system where researchers can focus on intracellular processes without interference from the cell wall. As a proof-of-principle, we used protoplasts of Solanum tuberosum L . as model system. Protoplasts were isolated from leaf tissue of in vitro-grown plants, purified and then diluted until desired concentration. Microplates were inoculated with protoplasts suspension and various markers of redox potential as indicators of cell activity were tested. After identifying the optimal conditions for PM testing, metabolic tests were extended to protoplasts from S. lycopersicum L., evaluating plant response to different NaCl concentrations and some of the toxic compounds present in pre-configured Biolog ™ microplates. The standardized high-throughput system developed was effective for the metabolic characterization of plant protoplasts. This method lays the foundation for plant cell metabolic phenotype studies enabling comparative studies at cellular level among cultivars, species, wild-type organisms, and genome-edited plants.

Plant phenotyping relevance

植物プロトプラストの代謝表現型を取得するためのフェノタイプマイクロアレイ手法を開発し、条件最適化と複数種・処理で実証した研究であり、表現型取得法が中心である。

abstracta procedure for plant cells characterization has not yet been developed
abstractHere, we tested for the first time, PM technology on plant cells using protoplasts as a means of evaluating metabolic activity.
abstractThe standardized high-throughput system developed was effective for the metabolic characterization of plant protoplasts.

Code and data availability

The article describes a Biolog Phenotype Microarray protocol for plant protoplasts, but no paper-specific public dataset, image/sensor input, analysis code, or trained model is made available. The availability statement says 'No datasets were generated or analysed during the current study.' Supplementary files exist (e

No evidence-backed public reproduction asset is currently recorded.

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