Evidence map›Paper›PMID 39694915›Full record

ArticleDiabetologia2025

Single-cell RNA sequencing identifies endothelial-derived HBEGF as promoting pancreatic beta cell proliferation in mice via the EGFR-Kmt5a-H4K20me pathway.

Fengling Lai, Kaixin Zhou, Yingjie Ma, Hao Lv, Weilin Wang, Rundong Wang, Tao Xu, Rong Huang

Abstract read
In one paragraph

Article in Diabetologia, 2025. 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
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  5. 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

8 authors.

Fengling LaiDepartment of Cardiology, Jinan Central Hospital Affiliated to Shandong First Medical University, Jinan, China.ORCID http://orcid.org/0000-0002-7477-8179
Kaixin ZhouGuangzhou National Laboratory, Guangzhou, China.ORCID http://orcid.org/0000-0002-4751-7248
Yingjie MaMedical Science and Technology Innovation Center, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China.ORCID http://orcid.org/0000-0003-3546-6786
Hao LvDepartment of Cardiology, Jinan Central Hospital Affiliated to Shandong First Medical University, Jinan, China.ORCID http://orcid.org/0009-0009-5566-1635
Weilin WangMedical Science and Technology Innovation Center, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China.ORCID http://orcid.org/0009-0009-9228-7603
Rundong WangMedical Science and Technology Innovation Center, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China.ORCID http://orcid.org/0009-0004-4549-542X
Tao XuDepartment of Cardiology, Jinan Central Hospital Affiliated to Shandong First Medical University, Jinan, China. xutao@ibp.ac.cn.ORCID http://orcid.org/0000-0002-8260-9754
Rong HuangDepartment of Cardiology, Jinan Central Hospital Affiliated to Shandong First Medical University, Jinan, China. huangrong9277@163.com.ORCID http://orcid.org/0000-0002-9484-6802

Funding

Academic Promotion Program of Shandong First Medical University No. 922-001003130185RC to T.X.National Natural Science Foundation of China 32200635 to R.H.
6 · The paper itself

Abstract

aims/hypothesisPancreatic beta cell mass is dynamically regulated in response to increased physiological and pathological demands. Understanding the mechanisms that control physiological beta cell proliferation could provide valuable insights into novel therapeutic approaches to diabetes. Here, we aimed to analyse the intracellular and extracellular signalling pathways involved in regulating the physiological proliferation of beta cells using single-cell RNA-seq (scRNA-seq) and in vitro functional assays.

methodsIslets isolated from nulliparous mice, mice at different time points of gestation and mice at day 4 after delivery were analysed using scRNA-seq. Bioinformatics analyses of scRNA-seq data were performed to determine the heterogeneous transcriptomic characteristics of beta cells and to identify the proliferating subpopulation. CellChat was used to analyse cell-cell communication and identify the ligand-receptor pairs between beta cell subclusters as well as between non-beta cells and proliferating beta cells. In vitro functional assays were conducted in mouse and rat beta cell lines and isolated mouse primary islets to validate the role of Kmt5a- mono-methylation of histone H4 at lysine 20 (H4K20me) signalling and endothelial-derived heparin-binding EGF-like growth factor (HBEGF) in beta cell proliferation.

resultsOf 43,724 endocrine and non-endocrine cells within islets analysed by scRNA-seq, 15,569 beta cells were clustered into eight distinct populations, each exhibiting unique heterogeneity. A proliferating beta cell subcluster was identified that highly expressed the histone methyltransferase Kmt5a. Activation of Kmt5a-H4K20me signalling upregulated the expression of Cdk1 and promoted beta cell proliferation. The crosstalk between endothelial cells and the proliferating beta cell subcluster, mediated by the HBEGF-EGF receptor (EGFR) ligand-receptor interaction, increased as beta cell mass expanded. HBEGF increased the expression levels of genes involved in the cell cycle and promoted beta cell proliferation by regulating the Kmt5a-H4K20me signalling pathway. CONCLUSIONS/

interpretationOur study demonstrates that, under physiological conditions, endothelial-derived HBEGF regulates beta cell proliferation through the Kmt5a-H4K20me signalling pathway, which may serve as a potential target to promote beta cell expansion and treat diabetes. DATA AVAILABILITY: The scRNA-seq and RNA-seq datasets are available from the Gene Expression Omnibus (GEO) using the accession numbers GSE278860 and GSE278861, respectively.

Indexed as

Heparin-binding EGF-like Growth FactorHistone-Lysine N-MethyltransferaseInsulin-Secreting CellsAnimalsCell ProliferationEndothelial CellsErbB ReceptorsFemaleHistonesMiceMice, Inbred C57BLRatsSequence Analysis, RNASignal TransductionSingle-Cell AnalysisEGFR protein, mouseErbB ReceptorsHeparin-binding EGF-like Growth FactorHistone-Lysine N-MethyltransferaseHistonesBeta cell proliferationCell–cell communicationEndothelial cellsH4K20meHBEGFSingle-cell RNA-seq

Identifiers

PMID39694915
PMCPMC11950091

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.