Evidence map›Paper›PMID 35285482›Full record

ArticleDevelopment (Cambridge, England)2022

Single-cell genomics revolutionizes plant development studies across scales.

Mingyuan Zhu, Isaiah W Taylor, Philip N Benfey

Abstract read
In one paragraph

Article in Development (Cambridge, England), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

12 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Identification of Phloem Cell Transcriptome via Single-Cell RNA-Sequencing.Methods in molecular biology (Clifton, N.J.) · 2026
    Article
  5. Article
  6. Article
  7. Review
  8. Review
  9. Article
  10. Review
  11. What Is a Plant Cell Type in the Age of Single-Cell Biology? It's Complicated.Annual review of cell and developmental biology · 2024
    Review
  12. 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

3 authors.

Mingyuan ZhuDepartment of Biology, Duke University, Durham, NC 27708, USA.ORCID 0000-0003-1237-2760
Isaiah W TaylorDepartment of Biology, Duke University, Durham, NC 27708, USA.ORCID 0000-0002-6535-8658
Philip N BenfeyDepartment of Biology, Duke University, Durham, NC 27708, USA.ORCID 0000-0001-5302-758X

Funding

A Molecular Genetic Analysis of Root MorphogenesisR35GM131725 · NIGMS · DUKE UNIVERSITY · PI BENFEY, PHILIP N · 2019 to 2023
$1.5M
Howard Hughes Medical InstituteNIGMS NIH HHS R35 GM131725
6 · The paper itself

Abstract

Understanding the development of tissues, organs and entire organisms through the lens of single-cell genomics has revolutionized developmental biology. Although single-cell transcriptomics has been pioneered in animal systems, from an experimental perspective, plant development holds some distinct advantages: cells do not migrate in relation to one another, and new organ formation (of leaves, roots, flowers, etc.) continues post-embryonically from persistent stem cell populations known as meristems. For a time, plant studies lagged behind animal or cell culture-based, single-cell approaches, largely owing to the difficulty in dissociating plant cells from their rigid cell walls. Recent intensive development of single-cell and single-nucleus isolation techniques across plant species has opened up a wide range of experimental approaches. This has produced a rapidly expanding diversity of information across tissue types and species, concomitant with the creative development of methods. In this brief Spotlight, we highlight some of the technical developments and how they have led to profiling single-cell genomics in various plant organs. We also emphasize the contribution of single-cell genomics in revealing developmental trajectories among different cell types within plant organs. Furthermore, we present efforts toward comparative analysis of tissues and organs at a single-cell level. Single-cell genomics is beginning to generate comprehensive information relating to how plant organs emerge from stem cell populations.

Indexed as

Plant DevelopmentPlantsAnimalsFlowersGene Expression Regulation, PlantGenomicsMeristemPlant RootsArabidopsisPlantPlant developmentSingle cell

Identifiers

PMID35285482
PMCPMC8977093

What OpenQuestion holds

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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.