Evidence map›Paper›PMID 41055332›Full record

ArticleJournal of clinical periodontology2026

Characterising the Periodontal Granulation Tissue Using scRNAseq.

Wentao Zhu, Kathy Fung, Pawan Dhami, Paul Sharpe, Jan Krivanek, Luigi Nibali, Cheng Zhang, Vitor C M Neves

Abstract read
In one paragraph

Article in Journal of clinical periodontology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Review
  5. Review
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

8 authors.

Wentao ZhuDepartment of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden.
Kathy FungNIHR BRC Genomics Research Platform, Guy's and St Thomas' NHS Foundation Trust, King's College London School of Medicine, London, UK.
Pawan DhamiNIHR BRC Genomics Research Platform, Guy's and St Thomas' NHS Foundation Trust, King's College London School of Medicine, London, UK.
Paul SharpeCentre for Craniofacial and Regenerative Biology, FoDOCS, King's College London, London, UK.
Jan KrivanekDepartment of Histology and Embryology, Faculty of Medicine, Masaryk University, Brno, Czech Republic.
Luigi NibaliPeriodontology Unit, Centre for Host-Microbiome Interactions, FoDOCS, King's College London, London, UK.ORCID 0000-0002-7750-5010
Cheng ZhangScience for Life Laboratory, KTH - Royal Institute of Technology, Stockholm, Sweden.
Vitor C M NevesThe School of Clinical Dentistry, University of Sheffield, Sheffield, UK.ORCID 0000-0002-5111-269X

Funding

Academy of Medical Sciences SGL024\1051National Academic Infrastructure for Supercomputing in Sweden 2022-06725National Institute for Health and Care Research CL-2019-17-009
6 · The paper itself

Abstract

aimTo investigate the cellular composition and molecular mechanisms of periodontal granulation tissue formation using single-cell RNA sequencing (scRNA-seq), aiming to enhance the understanding of periodontal disease pathogenesis and identify potential targets for regenerative therapies. MATERIALS AND

methodsGranulation tissue samples were collected from patients undergoing periodontal surgery (n = 3). Fresh tissues were processed into single-cell suspensions and subjected to scRNA-seq. The data were integrated and compared with existing datasets from healthy gingiva and periodontal ligament. Computational analyses were performed and validated through immunofluorescence staining.

resultsTen distinct cell clusters were identified across the samples. Granulation tissue exhibited a higher abundance of immune cells compared to healthy tissues. A novel endothelial cell subpopulation, exclusive to granulation tissue, was discovered and characterised by NOTCH3 expression and involvement in ossification pathways. Additionally, granulation tissue fibroblast subpopulations demonstrated a progenitor-like state, characterised by extracellular matrix reorganisation and low differentiation, similar to cancer-associated fibroblasts.

conclusionThis study identified a novel endothelial subpopulation offering new insights into the disease's pathogenesis and presenting potential targets for regenerative therapies. These findings will help advance the understanding of periodontal disease granulation tissue formation and provide information for the development of materials to modulate specific cellular pathways to improve periodontal disease management.

Indexed as

Granulation TissuePeriodontal DiseasesRNA-SeqSingle-Cell AnalysisAdultEndothelial CellsFemaleFibroblastsGingivaHumansMaleMiddle AgedPeriodontal LigamentSequence Analysis, RNASingle-Cell Gene Expression Analysis

Identifiers

PMID41055332
PMCPMC12803696

What OpenQuestion holds

Textmetadata
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.