Identification of biomarkers for abdominal aortic aneurysm in Behçet's disease via mendelian randomization and integrated bioinformatics analyses

被引:0
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作者
Liu, Chunjiang [1 ]
Wu, Huadong [2 ]
Li, Kuan [3 ]
Chi, Yongxing [1 ]
Wu, Zhaoying [1 ]
Xing, Chungen [1 ]
机构
[1] Soochow Univ, Affiliated Hosp 2, Dept Gen Surg, 1055 Sanxiang Rd, Suzhou 215004, Peoples R China
[2] Huzhou Univ, Affiliated Hosp 1, Dept Vasc Surg, Huzhou, Peoples R China
[3] Kunshan Hosp Tradit Chinese Med, Dept Gen Surg, Kunshan, Peoples R China
关键词
abdominal aortic aneurysm; Beh & ccedil; et's disease; bioinformatics analysis; diagnostic biomarker; machine learning; CHEMOKINE RECEPTOR 7; BEHCETS-DISEASE; CELLS; CCR7;
D O I
10.1111/jcmm.18398
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Beh & ccedil;et's disease (BD) is a complex autoimmune disorder impacting several organ systems. Although the involvement of abdominal aortic aneurysm (AAA) in BD is rare, it can be associated with severe consequences. In the present study, we identified diagnostic biomarkers in patients with BD having AAA. Mendelian randomization (MR) analysis was initially used to explore the potential causal association between BD and AAA. The Limma package, WGCNA, PPI and machine learning algorithms were employed to identify potential diagnostic genes. A receiver operating characteristic curve (ROC) for the nomogram was constructed to ascertain the diagnostic value of AAA in patients with BD. Finally, immune cell infiltration analyses and single-sample gene set enrichment analysis (ssGSEA) were conducted. The MR analysis indicated a suggestive association between BD and the risk of AAA (odds ratio [OR]: 1.0384, 95% confidence interval [CI]: 1.0081-1.0696, p = 0.0126). Three hub genes (CD247, CD2 and CCR7) were identified using the integrated bioinformatics analyses, which were subsequently utilised to construct a nomogram (area under the curve [AUC]: 0.982, 95% CI: 0.944-1.000). Finally, the immune cell infiltration assay revealed that dysregulation immune cells were positively correlated with the three hub genes. Our MR analyses revealed a higher susceptibility of patients with BD to AAA. We used a systematic approach to identify three potential hub genes (CD247, CD2 and CCR7) and developed a nomogram to assist in the diagnosis of AAA among patients with BD. In addition, immune cell infiltration analysis indicated the dysregulation in immune cell proportions.
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页数:18
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