David Toubiana

Tel Aviv, TA, Israel

Last Updated: 09/26/2026

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Found 30 publications

Metabolite correlation-based network analysis combined with machine learning techniques highlights LOX biosynthesis in Vanilla planifolia and Vanilla pompona source leaves.

Metabolite correlation-based network analysis combined with machine learning techniques highlights LOX biosynthesis in Vanilla planifolia and Vanilla pompona source leaves.

Journal: Scientific reports

Published: August 11, 2025

Mass spectrometry-based metabolite profiling reveals functional seasonal shifts in the metabolome of Zygophyllum dumosum Boiss and its relation to environmental conditions.

Mass spectrometry-based metabolite profiling reveals functional seasonal shifts in the metabolome of Zygophyllum dumosum Boiss and its relation to environmental conditions.

Journal: Planta

Published: April 05, 2023

Colicin E2 expression in Escherichia coli biofilms: Induction and regulation revisited.

Colicin E2 expression in Escherichia coli biofilms: Induction and regulation revisited.

Journal: Current research in microbial sciences

Published: December 15, 2022

The effect of circular soil biosolarization treatment on the physiology, metabolomics, and microbiome of tomato plants under certain abiotic stresses.

The effect of circular soil biosolarization treatment on the physiology, metabolomics, and microbiome of tomato plants under certain abiotic stresses.

Journal: Frontiers in plant science

Published: August 02, 2022

The Alteration of Tomato Chloroplast Vesiculation Positively Affects Whole-Plant Source-Sink Relations and Fruit Metabolism under Stress Conditions.

The Alteration of Tomato Chloroplast Vesiculation Positively Affects Whole-Plant Source-Sink Relations and Fruit Metabolism under Stress Conditions.

Journal: Plant & cell physiology

Published: April 22, 2022

NMR-based leaf metabolic profiling of V. planifolia and three endemic Vanilla species from the Peruvian Amazon.

NMR-based leaf metabolic profiling of V. planifolia and three endemic Vanilla species from the Peruvian Amazon.

Journal: Food chemistry

Published: October 16, 2020

Guidelines for correlation coefficient threshold settings in metabolite correlation networks exemplified on a potato association panel.

Guidelines for correlation coefficient threshold settings in metabolite correlation networks exemplified on a potato association panel.

Journal: BMC bioinformatics

Published: July 03, 2020

Morphological and metabolic profiling of a tropical-adapted potato association panel subjected to water recovery treatment reveals new insights into plant vigor.

Morphological and metabolic profiling of a tropical-adapted potato association panel subjected to water recovery treatment reveals new insights into plant vigor.

Journal: The Plant journal : for cell and molecular biology

Published: December 12, 2019

Correlation-based network analysis combined with machine learning techniques highlight the role of the GABA shunt in Brachypodium sylvaticum freezing tolerance.

Correlation-based network analysis combined with machine learning techniques highlight the role of the GABA shunt in Brachypodium sylvaticum freezing tolerance.

Journal: Scientific reports

Published: October 02, 2019

A Genetic Algorithm to Optimize Weighted Gene Co-Expression Network Analysis.

A Genetic Algorithm to Optimize Weighted Gene Co-Expression Network Analysis.

Journal: Journal of computational biology : a journal of computational molecular cell biology

Published: July 30, 2019

Ethylene Response of Plum ACC Synthase 1 (ACS1) Promoter is Mediated through the Binding Site of Abscisic Acid Insensitive 5 (ABI5).

Ethylene Response of Plum ACC Synthase 1 (ACS1) Promoter is Mediated through the Binding Site of Abscisic Acid Insensitive 5 (ABI5).

Journal: Plants (Basel, Switzerland)

Published: March 13, 2019

Combined network analysis and machine learning allows the prediction of metabolic pathways from tomato metabolomics data.

Combined network analysis and machine learning allows the prediction of metabolic pathways from tomato metabolomics data.

Journal: Communications biology

Published: November 27, 2018

Showing 1-12 of 30

Last Updated: 09/26/2026