Decoding spatial heterogeneity in plants: Advances and challenges in spatial transcriptomics for stress responses and crop resilience

• Advanced spatial barcoding achieves subcellular resolution in plants. • Maps cell-specific gene dynamics in stress, development, & symbiosis. • Rigid cell walls, vacuoles, and autofluorescence hinder application. • Plant-optimized tools aid gene discovery and breeding for resilience. Spatial omics technologies are profoundly transforming plant systems biology. By resolving the spatial information of gene expression within native tissue architecture, they provide a novel perspective for understanding plant life processes. Spatial transcriptomics is revolutionizing plant systems biology by preserving gene expression within its native tissue architecture. For sessile organisms, positional information is fundamentally linked to cell fate and physiological function. Traditional single-cell sequencing requires tissue dissociation, which severs this context, making spatial technologies essential for understanding complex regulatory networks. This review highlights how spatial resolution uncovers heterogeneous strategies for coping with environmental challenges. In abiotic stress, studies reveal cell-type-specific responses, such as metabolic reprogramming in poplar leaves during drought and cell wall remodeling in rice roots facing soil compaction. Regarding biotic stress, these technologies resolve plant pathogen interfaces, identifying localized immune responses in rice and coordinated defense modules in potato leaves. By pinpointing defensive modules in specific cell layers, researchers can transition from identifying broad responsive genes to delineating the precise cellular architects of resilience. Despite challenges like rigid cell walls and autofluorescence, advancements in high-resolution panoramic analysis and multi-omics integration are enabling the construction of virtual plant frameworks. These spatial maps transform gene lists into functional blueprints for designing next-generation crops with targeted, durable resistance to climate challenges.

Authors

Institutions

Publication Details

Journal
Plant Stress
Published
2026-02-15
DOI
https://doi.org/10.1016/j.stress.2026.101300
Citations
1
Primary Topic
Plant Molecular Biology Research
Type
article
Field-Weighted Citation Impact
31.34
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Decoding spatial heterogeneity in plants: Advances and challenges in spatial transcriptomics for stress responses and crop resilience

Bilian Qian, Tong Wei, Xing Guo, Sunil Kumar Sahu et al.
1 citations
Plant Stress
Plant Molecular Biology Research
31.34
article

Decoding spatial heterogeneity in plants: Advances and challenges in spatial transcriptomics for stress responses and crop resilience

Bilian Qian, Tong Wei, Xing Guo, Sunil Kumar Sahu, Wenwen Shao, Ivana Sitepu
article en
1 citations

Abstract

• Advanced spatial barcoding achieves subcellular resolution in plants. • Maps cell-specific gene dynamics in stress, development, & symbiosis. • Rigid cell walls, vacuoles, and autofluorescence hinder application. • Plant-optimized tools aid gene discovery and breeding for resilience. Spatial omics technologies are profoundly transforming plant systems biology. By resolving the spatial information of gene expression within native tissue architecture, they provide a novel perspective for understanding plant life processes. Spatial transcriptomics is revolutionizing plant systems biology by preserving gene expression within its native tissue architecture. For sessile organisms, positional information is fundamentally linked to cell fate and physiological function. Traditional single-cell sequencing requires tissue dissociation, which severs this context, making spatial technologies essential for understanding complex regulatory networks. This review highlights how spatial resolution uncovers heterogeneous strategies for coping with environmental challenges. In abiotic stress, studies reveal cell-type-specific responses, such as metabolic reprogramming in poplar leaves during drought and cell wall remodeling in rice roots facing soil compaction. Regarding biotic stress, these technologies resolve plant pathogen interfaces, identifying localized immune responses in rice and coordinated defense modules in potato leaves. By pinpointing defensive modules in specific cell layers, researchers can transition from identifying broad responsive genes to delineating the precise cellular architects of resilience. Despite challenges like rigid cell walls and autofluorescence, advancements in high-resolution panoramic analysis and multi-omics integration are enabling the construction of virtual plant frameworks. These spatial maps transform gene lists into functional blueprints for designing next-generation crops with targeted, durable resistance to climate challenges.

Plant StressVol. 20
BGI Group (China) (CN), Dalian University of Technology (CN), Dalian University (CN), Botswana Geoscience Institute (BW), University of Chinese Academy of Sciences (CN)
Climate action
Openalex Percentile: Top 1%
Plant Molecular Biology Research
31.34
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.