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Updated: Mar 10, 2026

Isolation and Transcriptome Analysis of Plant Cell Types
Published on: April 7, 2023
Single-cell transcriptomics reveals cellular and genetic mechanisms of alpine adaptation in Rosa sericea
Hengning Deng1,2,3, Jian Ru4, Zhenlong Liang1,2
1Mountain Ecological Restoration and Biodiversity Conservation Key Laboratory of Sichuan Province, Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, Sichuan, China.
Introduction:
Plant development is shaped by environmental conditions, and its adaptation to climate change is crucial for biodiversity conservation. The extreme climate of the Qinghai-Tibet Plateau makes it an ideal system for studying plant adaptive strategies. Rosa sericea, a dominant alpine shrub, exhibits remarkable morphological plasticity, but its molecular and cellular adaptation mechanisms are still unclear. In this study, we integrated single-nucleus RNA sequencing (snRNA-seq) with high-dimensional weighted gene co-expression network analysis (hdWGCNA), gene ontology (GO) enrichment, gene set enrichment analysis (GSEA), pseudotime trajectory inference, and gene overexpression techniques to profile 31,796 cells from R. sericea leaves.
Methods:
We constructed a draft single-cell transcriptional atlas with putative annotation of 11 leaf cell types and identified eight co-expression gene modules linked to key cell types.
Results:
The leaf development spatiotemporal dynamics uncovered a developmental continuum from cell proliferation to photosynthetically specialized maturation. Furthermore, we identified several developmental and physiological features potentially associated with high-altitude adaptation, including presence of transcriptionally active nuclear-encoded genes involved in chloroplast function in epidermal pavement cells, the potential role of SPL7-mediated copper homeostasis, and a putative RO6G37307-TTG2-TCP4 regulatory module associated with trichome development.
Discussion:
Together, this study provides the first single-cell-resolved transcriptional framework for R. sericea leaves and suggests adaptive developmental mechanisms at the cellular and genetic levels, enhancing our understanding of how alpine plants respond to climate change.

