Evidence map›Paper›PMID 42761428›Full record

ReviewFrontiers in medicine2026

Spatial multi-omics decoding of the fracture nonunion niche: from immune-vascular-skeletal crosstalk to precision regeneration.

Jingze Yang, Ruohui Tang, Jin Yin, Ru Sun

Abstract readReview
In one paragraph

Review in Frontiers in medicine, 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

4 authors.

Jingze YangDepartment of Orthopaedics, First People's Hospital of Kunming City & Calmette Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China.
Ruohui TangDepartment of Orthopaedics, First People's Hospital of Kunming City & Calmette Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China.
Jin YinDepartment of Orthopaedics, First People's Hospital of Kunming City & Calmette Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China.
Ru SunDepartment of Orthopaedics, First People's Hospital of Kunming City & Calmette Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Fracture nonunion - the failure of bone to heal without surgical intervention - affects 5%-10% of all fractures and represents a substantial clinical and economic burden. Despite decades of research, the cellular and molecular mechanisms that distinguish successful repair from nonunion remain incompletely understood, largely because the fracture niche is a spatially organized, multicellular ecosystem whose crosstalk cannot be captured by bulk analyses. The recent convergence of spatial transcriptomics, single-cell multi-omics, spatial proteomics, and computational integration methods has opened a new era in which the fracture nonunion niche can be decoded at unprecedented resolution. Here we synthesize evidence from 2022 to 2025 that implicates three interdependent axes of niche dysfunction: (i) arrested macrophage polarization and chronic inflammation driven by dysregulated CSF1R, CD163, and T-cell signaling; (ii) uncoupled angiogenesis-osteogenesis despite preserved or elevated VEGF expression, mediated by impaired type H vessel formation and disrupted PDGF-BB/SLIT3/Notch signaling; and (iii) skewed skeletal stem and progenitor cell (SSPC) fate decisions toward fibrosis and adipogenesis at the expense of osteochondrogenic differentiation, governed by impaired BMP, Wnt, and IHH pathway activation. We then review how spatial multi-omics - including Visium, Xenium, MERFISH, imaging mass cytometry, and MALDI-mass spectrometry imaging - has mapped these axes

Indexed as

fracture nonunionmechanotransductionosteogenic–angiogenic couplingosteoimmunosenescenceskeletal stem and progenitor cellsspatial multi-omicstype H vessels

Identifiers

PMID42761428
PMCPMC13586546

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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.