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This research aims to explore the role of m6A modifications in dermatomyositis and identify potential biomarkers.

March 17, 2026Global Medical GeneticsOpen Access

Regulatory role and subtype analysis of m6A modifications in dermatomyositis

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Analysis identifies m6A gene subtypes affecting autoimmune disease outcomes, suggesting new biomarker potential.

This research aims to explore the role of m6A modifications in dermatomyositis and identify potential biomarkers.
Downloaded microarray gene expression data from GEO database
Developed random forest and support vector machine models for gene analysis
Conducted clustering based on m6A regulatory gene expression
Visualized findings with a Sankey diagram
Identified five core genes: IGFBP3, ZCCHC4, HNRNPC, WTAP, and RBM15
Two distinct m6A clusters were developed, showing varying immune cell distributions
Cluster A demonstrated significantly higher populations of certain immune cells compared to Cluster B

Long et al. (2026) studied this question.

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