Department of Orthopedics, The First Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou, China.
Department of Orthopedics, Jiangmen Hospital of Traditional Chinese Medicine Affiliated to Jinan University, Jiangmen, China.
Dis Markers. 2022 Sep 16;2022:4942599. doi: 10.1155/2022/4942599. eCollection 2022.
The most frequent internal modification in eukaryotic mRNA is N6-methyladenosine (m6A). However, what we know about the m6A regulators in Ankylosing spondylitis (AS) is still limited. In our study, eight distinct m6A regulators were selected utilizing Differentially Expressed Gene (DEG) analysis of the Gene Expression Omnibus GSE73754 dataset for making comparisons between AS (Ankylosing spondylitis) and non-AS patients. The random forest model and the nomogram model were used to screen the eight candidate m6A regulators and evaluate their prediction accuracy for the occurrence of AS. Furthermore, based on the selected m6A regulators, the AS patients were divided into two subgroups, and we applied principal component analysis algorithms to calculate their m6A score and evaluate the m6A patterns. Our findings revealed that patients in cluster A were linked to activated CD4 T cell immunity and activated CD8 T cell immunity. With its major contributions in the area of immunology, our research in m6A patterns may benefit the future diagnosis and treatment strategies of AS.
真核 mRNA 中最常见的内部修饰是 N6-甲基腺苷(m6A)。然而,我们对强直性脊柱炎(AS)中 m6A 调节剂的了解仍然有限。在我们的研究中,利用基因表达综合数据库 GSE73754 中的差异表达基因(DEG)分析,选择了八个不同的 m6A 调节剂,以比较 AS(强直性脊柱炎)患者和非 AS 患者之间的差异。使用随机森林模型和列线图模型筛选了八个候选 m6A 调节剂,并评估了它们对 AS 发生的预测准确性。此外,基于选定的 m6A 调节剂,我们将 AS 患者分为两个亚组,应用主成分分析算法计算他们的 m6A 评分,并评估 m6A 模式。我们的研究结果表明,A 组患者与激活的 CD4 T 细胞免疫和激活的 CD8 T 细胞免疫有关。我们在 m6A 模式方面的研究主要贡献在于免疫学领域,可能有助于未来 AS 的诊断和治疗策略。