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Updated: Apr 23, 2026

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Obtaining High-Quality Transcriptome Data from Cereal Seeds by a Modified Method for Gene Expression Profiling
Published on: May 21, 2020
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A four-dimensional spatial transcriptome atlas of barley caryopsis development and germination
Marta Peirats-Llobet1,2, Zorana Staka1,3, Xiujuan Yang4
1State Key Laboratory of Plant Environmental Resilience, College of Life Science, Zhejiang University, Hangzhou, Zhejiang 310058, P.R. China.
The Plant Cell
|April 22, 2026
Summary
This study created a 4D spatial gene expression atlas for barley grain development and germination, revealing detailed gene activity patterns across tissues and time. The atlas provides insights into seed development and germination processes in barley (Hordeum vulgare).
Area of Science:
- Plant biology
- Genomics
- Developmental biology
Background:
- Understanding gene expression patterns during plant development is crucial for crop improvement.
- Barley (Hordeum vulgare) is a vital global crop, yet its developmental gene expression landscape remains incompletely understood.
Purpose of the Study:
- To generate a comprehensive four-dimensional (4D) spatial gene expression atlas for barley grain development and germination.
- To investigate sub-tissue localization of biological activities, including energy metabolism and transport genes.
- To identify spatially specific transcription factors involved in barley seed development and germination.
Main Methods:
- Spatial transcriptomic analysis of serial sections of barley grain.
- Reconstruction of transcript abundance in three physical dimensions (xyz) with temporal kinetics.
- Trajectory analysis of aleurone tissue from development through germination.
Main Results:
- Detailed gene expression patterns across different tissues and developmental stages of barley grain were revealed.
- Heterogeneity in gene expression was observed across spatial axes (2D and 3D) and within identified clusters.
- Expression patterns of key genes were conserved across different barley varieties, validating the approach.
Conclusions:
- The 4D atlas provides a robust resource for understanding barley grain development and germination at a high resolution.
- Spatially specific transcription factors were identified, offering targets for future research in seed development.
- A public visualization browser facilitates exploration of 2D and 3D transcript abundance profiles.

