Evidence map›Paper›PMID 40319309›Full record

ReviewArthritis research & therapy2025

Recent advances in omics and the integration of multi-omics in osteoarthritis research.

Ye Liu, Vladimir Molchanov, David Brass, Tao Yang

Abstract readReview
In one paragraph

Review in Arthritis research & therapy, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Review
  2. Article
  3. [Research progress on immune microenvironment imbalance and targeted interventions in osteoarthritis comorbid with diabetes mellitus].Zhongguo xiu fu chong jian wai ke za zhi = Zhongguo xiufu chongjian waike zazhi = Chinese journal of reparative and reconstructive surgery · 2026
    Review
  4. Review
  5. Review
  6. Article
  7. Article
  8. Review
  9. Article
  10. 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

4 authors.

Ye LiuDepartment of Cell Biology, Van Andel Research Institute, 333 Bostwick Ave NE, Grand Rapids, MI, 49503, USA.ORCID 0000-0002-4845-6643
Vladimir MolchanovDepartment of Cell Biology, Van Andel Research Institute, 333 Bostwick Ave NE, Grand Rapids, MI, 49503, USA.ORCID 0000-0002-8492-8548
David BrassDepartment of Cell Biology, Van Andel Research Institute, 333 Bostwick Ave NE, Grand Rapids, MI, 49503, USA.ORCID 0009-0008-0069-0511
Tao YangDepartment of Cell Biology, Van Andel Research Institute, 333 Bostwick Ave NE, Grand Rapids, MI, 49503, USA. tao.yang@vai.org.ORCID 0000-0002-9856-9929

Funding

Role of Desumoylase SENP6 in Joint Aging and Osteoarthritis DevelopmentR01AG061086 · NIA · VAN ANDEL RESEARCH INSTITUTE · PI YANG, TAO · 2019 to 2023
$2.5M
Endogenous retrovirus in joint aging and osteoarthritis developmentR01AG083568 · NIA · VAN ANDEL RESEARCH INSTITUTE · PI Ting Wang, Tao Yang · 2023 to 2026
$2.4M
NIA NIH HHS R01 AG061086NIA NIH HHS R01 AG083568NIH HHS R01AG083568
6 · The paper itself

Abstract

Osteoarthritis (OA) is a complex disorder driven by the combination of environmental and genetic factors. Given its high global prevalence and heterogeneity, developing effective and personalized treatment methods is crucial. This requires identifying new disease mechanisms, drug targets, and biomarkers. Various omics approaches have been applied to identify OA-related genes, pathways, and biomarkers, including genomics, epigenomics, transcriptomics, proteomics, and metabolomics. These omics studies have generated vast datasets that are shaping the field of OA research. The emergence of high-resolution methodologies, such as single-cell and spatial omics techniques, further enhances our ability to dissect molecular complexities within the OA microenvironment. By integrating these multi-layered datasets, researchers can uncover central signaling hubs and disease mechanisms, ultimately facilitating the development of targeted therapies and precision medicine approaches for OA treatment.

Indexed as

Biomedical ResearchGenomicsMetabolomicsOsteoarthritisProteomicsAnimalsBiomarkersEpigenomicsHumansMultiomicsPrecision MedicineBiomarkersArtificial intelligenceGWASMulti-omicsOsteoarthritisSingle cell omicsSpatial omics

Identifiers

PMID40319309
PMCPMC12049056

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.