Evidence map›Paper›PMID 41037089›Full record

ArticlePlant molecular biology2025

Single-cell transcriptional profiling in Arabidopsis root exposed to boron toxicity at seedling stages.

Ceyhun Kayıhan, Ebru Kocakaya, Yasin Kaymaz, Hikmet Yilmaz, Halis Batuhan Ünal, Oğuzhan Yaprak, Emre Aksoy, Dilara Sedef Karagöz

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Article in Plant molecular biology, 2025. 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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0citing papers 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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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

8 authors.

Ceyhun KayıhanDepartment of Molecular Biology and Genetics, Faculty of Science and Letters, Başkent University, Ankara, Turkey. ckayihan@baskent.edu.tr.ORCID http://orcid.org/0000-0003-1684-4147
Ebru KocakayaBioengineering Department, Faculty of Engineering, Ege University, Izmir, Turkey.ORCID http://orcid.org/0000-0002-8347-3393
Yasin KaymazBioengineering Department, Faculty of Engineering, Ege University, Izmir, Turkey.ORCID http://orcid.org/0000-0002-9725-7536
Hikmet YilmazDepartment of Molecular Biology and Genetics, Faculty of Science and Letters, Başkent University, Ankara, Turkey.ORCID http://orcid.org/0000-0002-5108-5900
Halis Batuhan ÜnalDepartment of Molecular Biology and Genetics, Faculty of Science and Letters, Başkent University, Ankara, Turkey.ORCID http://orcid.org/0000-0001-6901-4337
Oğuzhan YaprakDepartment of Molecular Biology and Genetics, Faculty of Science and Letters, Başkent University, Ankara, Turkey.ORCID http://orcid.org/0000-0002-1535-7470
Emre AksoyDepartment of Biological Sciences, Faculty of Arts and Science, Middle East Technical University, Ankara, Turkey.ORCID http://orcid.org/0000-0002-9410-2715
Dilara Sedef KaragözDepartment of Molecular Biology and Genetics, Faculty of Science and Letters, Başkent University, Ankara, Turkey.ORCID http://orcid.org/0009-0004-4332-0503

Funding

Türkiye Bilimsel ve Teknolojik Araştırma Kurumu 121Z029
6 · The paper itself

Abstract

Cell-specific transcriptional responses to environmental stimuli are yet to be fully characterized. Single-cell sequencing technology allows us to analyze different cell types under different conditions. Here, high-throughput single-cell RNA sequencing (scRNA-seq) was performed in Arabidopsis thaliana roots exposed to different B toxicity conditions by using a commercially available droplet-based microfluidics platform (10xGenomics) to understand how B toxicity altered gene expression and development at single-cell resolution. Accordingly, we found that 2755 cells could be annotated using cell-specific marker genes into 10 cell-type clusters including lateral root cap + epidermis + quiescent cells (QC) + columella, stele, cortex, cortex + endodermis, metaxylem, columella, trichoblast, pericycle initial cells + protoxylem, metapholem and phloem. Upregulated genes were highly associated with glutathione and sulfur metabolism in the columella, endodermis, and QC under B toxicity. Further analysis revealed that upregulated genes were highly correlated with the ribosome pathway in lateral root cap + epidermis + quiescent cells + columella, stele, and cortex clusters. Moreover, we identified the transcription factors at the cortex, lateral root cap + epidermis + quiescent cells + columella, cortex + endodermis, and trichoblast cell clusters in Arabidopsis root under severe B toxicity conditions. Taken together, for the first time in the literature, our study provides a gene expression map at single-cell resolution and describes the extent of heterogeneity at the molecular level among populations of different cell types in Arabidopsis root under B toxicity conditions and will significantly promote the investigation of the molecular mechanisms underlying the B toxicity.

Indexed as

ArabidopsisBoronPlant RootsSeedlingsArabidopsis ProteinsGene Expression ProfilingGene Expression Regulation, PlantSingle-Cell AnalysisSingle-Cell Gene Expression AnalysisTranscription FactorsArabidopsis ProteinsBoronTranscription FactorsArabidopsis thalianaBoron toxicitySingle-cell RNA sequencingTranscriptome

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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.