Evidence map›Paper›PMID 42269093›Full record

ArticleThe Plant cell2026

The developing leaf of the wild grass Brachypodium distachyon at single-cell resolution.

Lea S Berg, Paola Ruiz Duarte, Inés Hidalgo Prados, Nathan T Lacombe, Rashmi Tandon, Isaia Vardanega, Jan E Maika, Roxane P Spiegelhalder, Ambuj Gore, Heike Lindner and 2 more

Abstract read
In one paragraph

Article in The Plant cell, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

12 authors.

Lea S BergInstitute of Plant Sciences, University of Bern, Bern 3013, Switzerland.ORCID 0000-0002-5113-3079
Paola Ruiz DuarteInstitute of Plant Sciences, University of Bern, Bern 3013, Switzerland.ORCID 0000-0001-5912-0080
Inés Hidalgo PradosCentre for Organismal Studies, Heidelberg University, Heidelberg 69120, Germany.ORCID 0000-0003-4855-446X
Nathan T LacombeInstitute of Plant Sciences, University of Bern, Bern 3013, Switzerland.ORCID 0009-0009-6642-8724
Rashmi TandonCentre for Organismal Studies, Heidelberg University, Heidelberg 69120, Germany.ORCID 0000-0003-3877-3458
Isaia VardanegaInstitute of Developmental Genetics, Heinrich-Heine University, Düsseldorf, Germany.ORCID 0000-0002-3642-9381
Jan E MaikaInstitute of Developmental Genetics, Heinrich-Heine University, Düsseldorf, Germany.ORCID 0009-0009-2110-0821
Roxane P SpiegelhalderInstitute of Plant Sciences, University of Bern, Bern 3013, Switzerland.ORCID 0000-0003-2615-1061
Ambuj GoreCentre for Organismal Studies, Heidelberg University, Heidelberg 69120, Germany.ORCID 0009-0007-1932-3423
Heike LindnerInstitute of Plant Sciences, University of Bern, Bern 3013, Switzerland.ORCID 0000-0002-5913-9803
Rüdiger SimonInstitute of Developmental Genetics, Heinrich-Heine University, Düsseldorf, Germany.ORCID 0000-0002-1317-7716
Michael T RaissigInstitute of Plant Sciences, University of Bern, Bern 3013, Switzerland.ORCID 0000-0003-3179-9372

Funding

Cereal Stem Cell SystemsHuman Frontier Science Program Organization RGY0077/2021
6 · The paper itself

Abstract

Leaves are the plant's main photosynthetic organs and drive Earth's primary production. Grasses form longitudinal leaves with parallel venation and graminoid stomata. Yet, how distinct leaf tissues coordinately develop to build functional grass leaf anatomy is not well understood. Here, we decoded the developing grass leaf from vegetative meristems to mature tissues using single-cell RNA-sequencing in the wild grass Brachypodium distachyon. In-depth analysis of epidermal clusters and multiplexed whole-mount RNA-fluorescence in situ hybridization resolved most epidermal lineages and confirmed them in planta. Gene regulatory network analysis distinguished the targetomes of the 2 co-expressed, yet functionally divergent stomatal transcription factors BdMUTE and BdFAMA. Finally, we used our dataset to identify and functionally describe the role of the transcription factor gene BdGRAS32 in inhibiting cell division and a stomata-specific role for the putative cell wall-modifying enzyme BdPME53-like. Our single-cell grass leaf atlas enables the dissection of developmental processes that make the grass leaf, which sustains global food production.

Indexed as

BrachypodiumPlant LeavesGene Expression Regulation, PlantGene Regulatory NetworksPlant ProteinsPlant StomataSingle-Cell AnalysisTranscription FactorsPlant ProteinsTranscription Factors

Identifiers

PMID42269093
PMCPMC13291820

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.