Evidence map›Paper›PMID 42602048›Full record

ArticleFrontiers in immunology2026

Spatial transcriptomics reveals injury-responsive compartments and coordinated immune-fibrotic signaling in ANCA-associated renal vasculitis.

Yucheng Tang, Chunhua Zhu, Shuang Chen, Huimei Chen, Hai Qian, Aihua Zhang, Enrico Petretto

Abstract read
In one paragraph

Article in Frontiers in immunology, 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

7 authors.

Yucheng Tang *Institute for Big Data and Artificial Intelligence in Medicine, School of Science, China Pharmaceutical University, Nanjing, Jiangsu, China.
Chunhua Zhu *Department of Nephrology, Children's Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Shuang ChenInstitute for Big Data and Artificial Intelligence in Medicine, School of Science, China Pharmaceutical University, Nanjing, Jiangsu, China.
Huimei ChenInstitute for Big Data and Artificial Intelligence in Medicine, School of Science, China Pharmaceutical University, Nanjing, Jiangsu, China.
Hai QianInstitute for Big Data and Artificial Intelligence in Medicine, School of Science, China Pharmaceutical University, Nanjing, Jiangsu, China.
Aihua ZhangDepartment of Nephrology, Children's Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Enrico PetrettoInstitute for Big Data and Artificial Intelligence in Medicine, School of Science, China Pharmaceutical University, Nanjing, Jiangsu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: ANCA-associated vasculitis (AAV) presents with rapidly progressive glomerulonephritis, yet the tissue-level molecular landscape in pediatric AAV remains poorly understood. We aimed to characterize spatially resolved renal disease programs across different histopathological stages of pediatric AAV and compared with adult AAV. Methods: We applied spatial transcriptomics to renal biopsies from pediatric patients with AAV representing distinct histological classes defined by the Berden classification (4 control, 2 focal, and 3 non-focal cases), generating an Results: Four disease-associated compartments-immune/interstitial fibroblasts (IM/Fib), glomeruli, myofibroblasts, and vascular compartments-showed distinct compartment-specific signatures that correlated with patient-level histopathology. We further identified coordinated immune-fibrotic signaling associated with different histopathological classes. Integrative analysis with an independent adult AAV spatial transcriptomic cohort revealed conserved core injury programs in glomerular and vascular compartments across age groups, layered with distinct age-dependent immunometabolic and stress-response signatures. Within IM/Fib, the CXCR4-CD74 receptor complex co-localized with IgM Discussion: These tissue-anchored signatures represent potential disease-associated molecular features with possible diagnostic relevance, and highlight the value of this foundational spatial transcriptomics map for generating testable hypotheses to be further evaluated in larger, stratified, treatment-annotated cohorts.

Indexed as

Anti-Neutrophil Cytoplasmic Antibody-Associated VasculitisGlomerulonephritisKidneyKidney DiseasesTranscriptomeAdolescentAdultChildChild, PreschoolFemaleFibrosisGene Expression ProfilingHumansMaleSignal TransductionSpatial TranscriptomicsANCA-associated vasculitisCXCR4immune infiltrationkidney fibrosislumicanspatial transcriptomics

Identifiers

PMID42602048
PMCPMC13473267

What OpenQuestion holds

Textmetadata
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.