Evidence map›Paper›PMID 41680607›Full record

ArticleBMC plant biology2026

Identification of key regulators for the development of Prunus leaves using single-cell RNA sequencing.

Miao Li, Xiaolan Gao, Peixian Nie, Guixiang Li, Qingtao Gong, Xiaomin Dong, Anning Zhang

Abstract read
In one paragraph

Article in BMC plant biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Miao LiNational Key Laboratory of Efficient Utilization of Nutrient Resources, Shandong Academy of Agricultural Sciences, Jinan, Shandong Province, 250000, China.
Xiaolan GaoNational Key Laboratory of Efficient Utilization of Nutrient Resources, Shandong Academy of Agricultural Sciences, Jinan, Shandong Province, 250000, China.
Peixian NieNational Key Laboratory of Efficient Utilization of Nutrient Resources, Shandong Academy of Agricultural Sciences, Jinan, Shandong Province, 250000, China.
Guixiang LiNational Key Laboratory of Efficient Utilization of Nutrient Resources, Shandong Academy of Agricultural Sciences, Jinan, Shandong Province, 250000, China.
Qingtao GongNational Key Laboratory of Efficient Utilization of Nutrient Resources, Shandong Academy of Agricultural Sciences, Jinan, Shandong Province, 250000, China.
Xiaomin DongNational Key Laboratory of Efficient Utilization of Nutrient Resources, Shandong Academy of Agricultural Sciences, Jinan, Shandong Province, 250000, China.
Anning ZhangNational Key Laboratory of Efficient Utilization of Nutrient Resources, Shandong Academy of Agricultural Sciences, Jinan, Shandong Province, 250000, China. Shandongpeach@163.com.

Funding

the China Agriculture Research System CARS-30-Z-08the Innovation Project of Shandong Academy of Agricultural Sciences CXGC2025A06the Natural Science Foundation of Shandong Province ZR2023QC056the Projects of the Key Research and Development Program of Shandong Province 2023TZXD088the Scientific Research and Innovation Fund of Shandong Institute of Pomology 2023GSKY08the Shandong Improved Agricultural Seed Project 2024LZGCQY021the Shandong Provincial Agricultural Improved Variety Project 2025LZGC041
6 · The paper itself

Abstract

backgroundLeaves require the coordinated regulation of multiple types of cells to accumulate energy for plants. Transcriptome analysis at the tissue level cannot analyze the heterogeneity of cells or reveal the molecular regulatory mechanisms of different cell types. Recently, single-cell sequencing technology has become an important tool for analyzing cell heterogeneity, identifying rare cell populations, and drawing dynamic development tracks at a single-cell resolution. However, single-cell sequencing has not been conducted in Prunus leaf, limiting our understanding of key regulatory factors and the establishment of peach leaf cell lineages.

resultsIn this study, we performed single-cell RNA sequencing on young leaves in two varieties of rootstock almond and cultivated red leaf winter peach. A total of 11,132 high-quality leaf cells from both varieties were divided into seven cell clusters based on reported marker genes in Arabidopsis. Potentially useful and representative markers were obtained in each cell cluster. Reconstructing the developmental trajectory of procambial cells showed that PpAPL, expressed in phloem cells, was a good candidate gene involved in phloem development. In the epidermis cell cluster, PpCER1 was found to increase the leaf wax content, thereby enhancing drought resistance in almond leaves.

conclusionsOur findings reveal the heterogeneity of leaf cells and identify key regulators in peach and almond, providing a theoretical basis for peach molecular breeding to enhance drought resistance.

Indexed as

Plant LeavesPrunusPrunus dulcisPrunus persicaGene Expression Regulation, PlantSequence Analysis, RNASingle-Cell AnalysisSingle-Cell Gene Expression AnalysisDevelopmentDrought resistanceLeafPeachScRNA-seq

Identifiers

PMID41680607
PMCPMC13011403

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.