Significance of m6A regulatory factor in gene expression and immune function of osteoarthritis
One of the most prevalent posttranscriptional modifications of eukaryotic mRNA is the RNA N6-methyladenosine (m 6 A) regulator, which plays a significant role in various illnesses. The involvement of m 6 A regulators in osteoarthritis (OA) is not fully known. By comparing nonosteoarthritic and osteo...
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Veröffentlicht in: | Frontiers in physiology 2022-09, Vol.13, p.918270-918270 |
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Zusammenfassung: | One of the most prevalent posttranscriptional modifications of eukaryotic mRNA is the RNA N6-methyladenosine (m
6
A) regulator, which plays a significant role in various illnesses. The involvement of m
6
A regulators in osteoarthritis (OA) is not fully known. By comparing nonosteoarthritic and osteoarthritic patients, 26 important m
6
A regulators were identified from the gene expression omnibus GSE48556 dataset. Seven candidate m
6
A regulators (IGFBP3, WTAP, IGFBP1, HNRNPC, RBM15B, YTHDC1, and METTL3) were screened using a random forest model to assess the likelihood of OA. A column line graph model founded on seven m
6
A modulator candidates was created. According to decision curve analysis, patients might profit from the column line graph model. Based on chosen relevant m
6
A modifiers, a consensus clustering approach was utilized to categorize OA into two m
6
A categories (group A and group B). To measure the m
6
A pattern, a principal component analysis technique was created to generate the m
6
A score for every sample. Cluster A patients exhibited more excellent m
6
A scores than cluster B patients. Furthermore, we discovered that patients with lower and higher m
6
A scores had varied immunological responses using the m
6
A type. At last, m
6
A regulators contribute significantly to the progression of OA. Our research on m
6
A patterns might help to guide further OA immunotherapeutic techniques. |
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ISSN: | 1664-042X 1664-042X |
DOI: | 10.3389/fphys.2022.918270 |