Evidence map›Paper›PMID 42604446›Full record

ArticleAdvanced healthcare materials2026

Spatial Transcriptomics-Inspired Targeted Hydrogel for Dental Pulp Therapy via Strengthen Macrophage Communication.

Mingmei Yang, Houwang Lai, Fan Wu, Wenji Luo, Peimeng Zhan, Zhengmei Lin, Zongshan Shen, Lingling Chen

Abstract read
In one paragraph

Article in Advanced healthcare materials, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Mingmei YangHospital of Stomatology, Guanghua School of Stomatology, Sun Yat-Sen University, Guangzhou, China.ORCID https://orcid.org/0009-0001-9674-2599
Houwang LaiHospital of Stomatology, Guanghua School of Stomatology, Sun Yat-Sen University, Guangzhou, China.ORCID https://orcid.org/0009-0005-3821-1270
Fan WuHospital of Stomatology, Guanghua School of Stomatology, Sun Yat-Sen University, Guangzhou, China.ORCID https://orcid.org/0009-0005-2305-337X
Wenji LuoHospital of Stomatology, Guanghua School of Stomatology, Sun Yat-Sen University, Guangzhou, China.ORCID https://orcid.org/0009-0004-3938-9655
Peimeng ZhanHospital of Stomatology, Guanghua School of Stomatology, Sun Yat-Sen University, Guangzhou, China.
Zhengmei LinHospital of Stomatology, Guanghua School of Stomatology, Sun Yat-Sen University, Guangzhou, China.ORCID https://orcid.org/0000-0003-1586-3741
Zongshan ShenHospital of Stomatology, Guanghua School of Stomatology, Sun Yat-Sen University, Guangzhou, China.ORCID https://orcid.org/0000-0003-2652-3507
Lingling ChenHospital of Stomatology, Guanghua School of Stomatology, Sun Yat-Sen University, Guangzhou, China.ORCID https://orcid.org/0000-0002-4017-1037

Funding

Guangdong Basic and Applied Basic Research Foundation 2024A1515030295Guangdong Basic and Applied Basic Research Foundation 2025A1515011340National Science Foundation of China 82170939
6 · The paper itself

Abstract

Tissue repair depends on how inflammatory cues drive regenerative cell-state transitions; a process poorly understood in human tissues. Human dental pulp provides an accessible, structurally well-defined injury model with robust clinical responses, facilitating in situ investigations of inflammatory signaling and endogenous regeneration. Here, we integrated high-resolution spatial transcriptomics with single-cell RNA sequencing (scRNA-seq) to chart its cellular ecosystem in health and caries. We resolved five major cell classes and four odontoblast progenitor subtypes, reconstructing their differentiation trajectories. Spatial mapping of immune cells combined with cell-cell communication analysis revealed that macrophages promote progenitor migration and odontoblastic differentiation via platelet-derived growth factor B (PDGFB) signaling. Inspired by this axis, we developed a hydrogel that amplifies macrophage PDGFB delivery via adeno-associated virus (AAV) vectors, which promoted mineralization in vitro and accelerated reparative dentin formation in a direct pulp-capping mouse model. Downstream analyses and pathway perturbation further confirmed the role of the PDGFB-Wnt-RUNX2 signaling axis in these progenitors. This study provides a spatially resolved single-cell framework showing how immune cues direct stem/progenitor fate to orchestrate regeneration, offering a targeted design paradigm for pulp regeneration biomaterials.

Indexed as

Cell CommunicationDental PulpHydrogelsMacrophagesAnimalsCell DifferentiationHumansMiceOdontoblastsProto-Oncogene Proteins c-sisSpatial TranscriptomicsHydrogelsProto-Oncogene Proteins c-siscell communicationdental pulp regenerationmacrophagesPDGFBsingle‐cell RNA sequencingspatial transcriptomics

Identifiers

PMID42604446
PMCPMC13569064

What OpenQuestion holds

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Registered trials

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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.