Discover Community Create You

Loading publication...

Noodle always counts identifier-free feature events for service operation. With your permission, Google Analytics can also estimate audience and engagement. Search text, publication identifiers, cookies, IP addresses and browser fingerprints are never included in Noodle's first-party event counters.

Privacy details

Article

COL3A1 and MMP9 Serve as Potential Diagnostic Biomarkers of Osteoarthritis and Are Associated With Immune Cell Infiltration

27 Aug 2021

Abstract excerpt

Background Osteoarthritis (OA) is one of the most common age-related degenerative diseases. In recent years, some studies have shown that pathological changes in the synovial membrane occur earlier than those in the cartilage in OA. However, the molecular mechanism of synovitis in the pathological process of OA has not been elucidated. This study aimed to identify novel biomarkers associated with OA and to...

Read the complete abstract on PubMed

Topics

Share this publication in a Topic to start or enrich a Post.

Share to Bone Metabolism and Diseases
Share to Connective Tissue Growth Factor Research
Share to Osteoarthritis Treatment and Mechanisms

Methodology Data sources Editorial policy Privacy About Contact Helena Bioinformatics

Source

Identifiers

PMID: 34512730
DOI: 10.3389/fgene.2021.721258

Provenance

PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 7 Sept 2026.

Related research

Semantic proximity does not establish scientific evidence.

Research trail→

Click a neighbor to travelStep 1 · 12 closest

COL3A1 and MMP9 Serve as Potential Diagnostic Biomarkers of Osteoarthritis and Are Associated With Immune Cell InfiltrationPMID 34512730Read ↗

Identification of Biomarkers Associated with Diagnosis of Osteoarthritis Patients Based on Bioinformatics and Machine LearningSemantic proximity Read ↗

Identification of osteoarthritis-characteristic genes and immunological micro-environment features through bioinformatics and machine learning-based approachesSemantic proximity Read ↗

Classification of distinct osteoarthritis subtypes with different knee joint tissues by gene expression profilesSemantic proximity Read ↗

Identification of osteoarthritis-characteristic genes and immunological micro-environment features by bioinformatics and machine learningSemantic proximity Read ↗

Identification of immune microenvironment subtypes and clinical risk biomarkers for osteoarthritis based on a machine learning modelSemantic proximity Read ↗

Screening of diagnostic markers related to immune infiltration in osteoarthritis patients based on machine learningSemantic proximity Read ↗

Machine learning-based analysis reveals potential diagnostic gene biomarkers associated with immune infiltration in patients with osteoarthritisSemantic proximity Read ↗

Identification of key biomarkers and immune infiltration in the synovial tissue of osteoarthritis by bioinformatics analysisSemantic proximity Read ↗

A comprehensive analysis of biomarkers associated with synovitis and chondrocyte apoptosis in osteoarthritisSemantic proximity Read ↗

Screening of Potential Biomarkers and Immune Analysis for Osteoarthritis Based on Machine Learning and WGCNASemantic proximity Read ↗

Bioinformatics-Led Discovery of Osteoarthritis Biomarkers and Inflammatory InfiltratesSemantic proximity Read ↗

Exploration of biomarkers in osteoarthritis based on bioinformaticsSemantic proximity Read ↗

⌁Select a neighboring publication to make it the new centre.