Evidence map›Paper›PMID 40139687›Full record

ArticleRheumatology (Oxford, England)2025

Trans-omics landscape of systemic vasculitis identified matrix metalloproteinase 12 as a novel signature molecule.

Kotaro Matsumoto, Katsuya Suzuki, Mayu Magi, Shinichi Onishi, Hiroto Yoshida, Masaru Takeshita, Junko Kuramoto, Masaki Yazawa, Tatsuya Kato, Hideyuki Shimizu and 8 more

Abstract read
In one paragraph

Article in Rheumatology (Oxford, England), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Biomarkers in Primary Systemic Vasculitides: Narrative Review.International journal of molecular sciences · 2026
    Review
  3. 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

18 authors.

Kotaro MatsumotoDivision of Rheumatology, Department of Internal Medicine, Keio University School of Medicine, Tokyo, Japan.ORCID 0000-0003-2047-7626
Katsuya SuzukiDivision of Rheumatology, Department of Internal Medicine, Keio University School of Medicine, Tokyo, Japan.
Mayu MagiProduct Research Department, Chugai Pharmaceutical Co. Ltd, Kanagawa, Japan.
Shinichi OnishiProduct Research Department, Chugai Pharmaceutical Co. Ltd, Kanagawa, Japan.
Hiroto YoshidaProduct Research Department, Chugai Pharmaceutical Co. Ltd, Kanagawa, Japan.ORCID 0009-0001-5111-0125
Masaru TakeshitaDivision of Rheumatology, Department of Internal Medicine, Keio University School of Medicine, Tokyo, Japan.
Junko KuramotoDepartment of Pathology, Keio University School of Medicine, Tokyo, Japan.
Masaki YazawaDepartment of Plastic Surgery, Keio University School of Medicine, Tokyo, Japan.
Tatsuya KatoDepartment of Plastic Surgery, Keio University School of Medicine, Tokyo, Japan.
Hideyuki ShimizuDepartment of Cardiovascular Surgery, Keio University School of Medicine, Tokyo, Japan.ORCID 0000-0003-0298-4261
Tsutomu ItoDepartment of Cardiovascular Surgery, Keio University School of Medicine, Tokyo, Japan.
Sota YamadaGraduate School of Pharmaceutical Sciences, Keio University, Tokyo, Japan.
Eita SasakiGraduate School of Pharmaceutical Sciences, Keio University, Tokyo, Japan.
Kenjiro HanaokaGraduate School of Pharmaceutical Sciences, Keio University, Tokyo, Japan.
Mariko Noguchi-SasakiProduct Research Department, Chugai Pharmaceutical Co. Ltd, Kanagawa, Japan.
Yoshihiro MatsumotoProduct Research Department, Chugai Pharmaceutical Co. Ltd, Kanagawa, Japan.
Tsutomu TakeuchiDivision of Rheumatology, Department of Internal Medicine, Keio University School of Medicine, Tokyo, Japan.
Yuko KanekoDivision of Rheumatology, Department of Internal Medicine, Keio University School of Medicine, Tokyo, Japan.ORCID 0000-0003-2646-5765

Funding

Chugai Foundation for Innovative Drug Discovery Science S01PC11696Chugai Pharmaceutical Co., Ltd,JSPS KAKENHI JP21K16306Keio University School of Medicine
6 · The paper itself

Abstract

objectivesTo identify key molecules involved in the disease pathophysiology of systemic vasculitis through trans-omics analysis, with a specific focus on demonstrating matrix metalloproteinase (MMP) 12 as a potential biomarker in rheumatic entities.

methodsPatients with newly diagnosed or relapsed rheumatic and musculoskeletal diseases from June 2013 until September 2022 were enrolled. We screened vasculitis-specific molecules by combining findings from serum proteome analysis and whole-blood RNA sequencing. We further validated the identified molecules using immunohistochemical staining and spatial transcriptome analysis.

resultsSerum proteome and RNA sequencing identified MMP12 as a significant molecule for systemic vasculitis; it distinguished vasculitis from other rheumatic and musculoskeletal diseases, reflected disease activity along with longitudinal change, and predicted relapse in patients with large-vessel vasculitis. MMP12 could also be used to detect insidious disease activity even under treatment with IL-6 inhibition. Immunohistochemical staining of the affected tissues demonstrated that MMP12 was specifically expressed in tissue-infiltrating CD206-positive macrophages. Spatial transcriptome analysis revealed the characteristic phenotype of MMP12-positive macrophages and its association with macrophage maturation and formation of multinucleated giant cells.

conclusionMMP12 is a disease-specific molecule that is associated with macrophage maturation and the formation of multinucleated giant cells and reflects disease activity independently of the IL-6 pathway in systemic vasculitis.

Indexed as

Matrix Metalloproteinase 12ProteomeSystemic VasculitisAgedBiomarkersFemaleHumansMaleMiddle AgedSequence Analysis, RNABiomarkersMatrix Metalloproteinase 12MMP12 protein, humanProteomematrix metalloproteinase 12proteomespatial transcriptomesystemic vasculitis

Identifiers

PMID40139687
PMCPMC12316376

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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.