Additional files.

Additional files.

<div><p>Background</p><p>Rheumatoid arthritis (RA) is an autoimmune disease with chronic presentation, involving symmetric joints and systemic involvement. Ferroptosis is iron-dependent programmed cell death through lipid peroxide accumulation, implicated in inflammatory dise...

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Bibliographic Details
Main Author: Devi Soorya Narayana Sasikumar (22331743) (author)
Other Authors: Vino Sundararajan (14514034) (author)
Published: 2025
Subjects:
Biochemistry
Cell Biology
Genetics
Molecular Biology
Immunology
Cancer
Infectious Diseases
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
relevant modules relevant
lipid peroxide accumulation
least absolute shrinkage
immune infiltrating cells
future studies focusing
functional annotation analysis
involving symmetric joints
support vector machine
related genes associated
differentially expressed genes
using r software
sat1 contribute significantly
protein interaction network
gene expression omnibus
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pathways involving
three machine
machine learning
hub genes
genes showed
common genes
314 genes
17 genes
wgcna ).
underlying mechanisms
transcriptomic dataset
therapeutic targets
therapeutic potential
systemic involvement
svm ),
substantial association
selection operator
roc curve
rf ),
potential biomarkers
nomogram plots
level contributions
learning algorithms
larger cohorts
influencing immunity
inflammatory diseases
gene ontology
chronic presentation
biological functions
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