Investigating plant morphogenesis using 3D digital organs

How plant organs acquire their three-dimensional (3D) size and shape remains a prominent question in plant biology. Central questions revolve around how differential gene activity influences the growth of individual cell assemblies and how such growth patterns affect organ form. However, our understanding of morphogenetic processes at the cellular and supracellular level remains underdeveloped because the necessary analyses are notoriously difficult to perform with classical methods, especially in three dimensions and in deeper tissues. In recent years, significant improvements in imaging, artificial intelligence-based image processing, and 3D cell segmentation have enabled the generation of 3D digital plant organs with single-cell resolution. This review first describes the experimental toolbox that enables the generation and analysis of 3D digital organs. It then highlights a number of studies that illustrate their value for understanding plant morphogenesis. Finally, the review explores how cross-species comparative analysis of 3D digital organs can reveal evolutionary shifts in cellular patterns and their contribution to the astonishing diversity of morphology observed throughout the plant kingdom. Overall, the review aims to demonstrate how the advent of 3D digital organs has significantly broadened the range of approaches and opened new frontiers for the study of the cellular basis of tissue morphogenesis.

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Publication Details

Journal
Journal of Experimental Botany
Published
2025-04-26
DOI
https://doi.org/10.1093/jxb/eraf091
Citations
1
Primary Topic
Plant Molecular Biology Research
Type
article
Field-Weighted Citation Impact
1.75
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article

Investigating plant morphogenesis using 3D digital organs

Tejasvinee Atul Mody, Ratula Ray, Kay Schneitz
1 citations
Journal of Experimental Botany
Plant Molecular Biology Research
1.75
article

Investigating plant morphogenesis using 3D digital organs

Tejasvinee Atul Mody, Ratula Ray, Kay Schneitz
article en
1 citations

Abstract

How plant organs acquire their three-dimensional (3D) size and shape remains a prominent question in plant biology. Central questions revolve around how differential gene activity influences the growth of individual cell assemblies and how such growth patterns affect organ form. However, our understanding of morphogenetic processes at the cellular and supracellular level remains underdeveloped because the necessary analyses are notoriously difficult to perform with classical methods, especially in three dimensions and in deeper tissues. In recent years, significant improvements in imaging, artificial intelligence-based image processing, and 3D cell segmentation have enabled the generation of 3D digital plant organs with single-cell resolution. This review first describes the experimental toolbox that enables the generation and analysis of 3D digital organs. It then highlights a number of studies that illustrate their value for understanding plant morphogenesis. Finally, the review explores how cross-species comparative analysis of 3D digital organs can reveal evolutionary shifts in cellular patterns and their contribution to the astonishing diversity of morphology observed throughout the plant kingdom. Overall, the review aims to demonstrate how the advent of 3D digital organs has significantly broadened the range of approaches and opened new frontiers for the study of the cellular basis of tissue morphogenesis.

Journal of Experimental BotanyVol. 76(12)
Technical University of Munich (DE)
Openalex Percentile: Top 16%
Plant Molecular Biology Research
1.75
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Investigating plant morphogenesis using 3D digital organs — Tejasvinee Atul Mody, Ratula Ray, et al. · Journal of Experimental Botany (2025) | TGRS Research Map | TGRS