Evidence map›Paper›PMID 40877938›Full record

ArticleGenome biology2025

Deep tissue profiling of Populus stem at single nucleus level reveals uncharacterized cell types and cell-specific gene regulatory networks.

Henry W Schmidt, Daniel Conde, Wendell J Pereira, Paolo M Triozzi, Kelly M Balmant, Christopher Dervinis, Matias Kirst

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In one paragraph

Article in Genome biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
–field-weighted citation impact
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Henry W SchmidtPlant Molecular and Cellular Biology Program, University of Florida, Gainesville, FL, USA.
Daniel CondeCentro de Biotecnologıa y Genomica de Plantas, Universidad Politécnica de Madrid-Instituto Nacional de Investigación y Tecnologıa Agraria y Alimentaria (INIA-CSIC), Madrid, 28223, Spain.
Wendell J PereiraSchool of Forest, Fisheries and Geomatics Sciences, University of Florida, Gainesville, FL, USA.
Paolo M TriozziInstitute of Plant Sciences, Sant'Anna School of Advanced Studies, Pisa, 56010, Italy.
Kelly M BalmantHorticultural Sciences Department, University of Florida, Gainesville, FL, USA.
Christopher DervinisSchool of Forest, Fisheries and Geomatics Sciences, University of Florida, Gainesville, FL, USA.
Matias KirstPlant Molecular and Cellular Biology Program, University of Florida, Gainesville, FL, USA. mkirst@ufl.edu.

Funding

US Department of Energy, Office of Science, Biological and Environmental Research DE-SC0023082
6 · The paper itself

Abstract

backgroundSingle-cell genomics is revolutionizing plant developmental biology, enabling the transcriptome profiling of individual cells and their lineage relationships. However, plant cell walls polymers hamper the dissociation and analysis of intact cells. This rigid structure can conceal cell types embedded in complex, lignified, multi-cell layered tissues such as those undergoing secondary growth. Their absence leads to incomplete single-cell genomic atlases and lineage inferences.

resultsWe isolate nuclei to capture transcripts representing the diversity of cells throughout the stem of the woody perennial Populus trichocarpa generating a high-resolution transcriptome atlas of cell types and lineage trajectories. RNA sequencing of 11,673 nuclei identifies 26 clusters representing cell types in the cambium, xylem, phloem, and periderm. Comparative analysis with protoplast-derived transcriptome data reveals significant biases, with nuclei-based sequencing providing a higher representation of cells in lignified inner xylem tissues. Among previously underrepresented types, we uncover vessel-associated cells (VAC), a largely uncharacterized parenchyma subtype and the terminus of a xylem cell lineage. Gene regulatory analysis identifies a VAC-specific network and the Populus MYB48 as its primary regulator. Functional validation of MYB48 knockout mutants show an increase in vessel number and size, pointing to a role of VACs in vessel development.

conclusionsOur study demonstrates the capture and transcriptome characterization of cell types embedded in plant secondary growth, identifying novel regulators of xylem development and stress adaptation. The discovery of MYB48 as a key regulator of VAC function highlights a previously uncharacterized mechanism influencing vessel development, with applications to improving wood formation and stress resilience.

Indexed as

Cell NucleusGene Regulatory NetworksPlant StemsPopulusGene Expression ProfilingGene Expression Regulation, PlantPhloemSingle-Cell AnalysisTranscriptomeXylem

Identifiers

PMID40877938
PMCPMC12392563

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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.