基于WGCNA法探讨房颤射频消融术后复发的机制

    Mechanism of recurrent atrial fibrillation after radiofrequency ablation based on weighted gene co-expression network analysis method

    • 摘要:
      目的 基于WGCNA法探讨心房颤动(AF)射频消融术后复发的机制。
      方法 采用limma法分析GSE2240、GSE41177、GSE115574中AF和窦性心律的差异基因,采用加权基因共表达网络分析(WGCNA)鉴定AF关联性最强的基因模块;脱氢酶/还原酶(DHRS)9通过GeneMANIA网站和KEGG软件进行功能富集分析。选取2021年6月~2022年11月在张家口市第一医院心血管内科入住的心房颤动接受首次射频消融患者102例,根据使用药物的不同分为对照组(单用胺碘酮维持)和研究组(沙库巴曲缬沙坦联合胺碘酮维持)。主要终点为AF复发,次要终点为心脏结构指标和脱氢酶/还原酶(DHRS)9水平。随访1年,根据ROC曲线cutoff值(8.17),将DHRS9分为高和低表达组。采用不同的统计学方法分析两组和DHRS9高低表达组对AF复发的影响。
      结果 WGCNA法和limma法交集的基因为DHRS9,功能主要富集于调控固有免疫反应和多种代谢途径。随访结束,64例患者未出现AF复发,无复发率为62.8%,生存分析结果显示,研究组AF无复发率较对照组显著增高(71.15% vs. 54.00%,P<0.05)。ROC曲线结果提示,DHRS9预测AF复发的曲线下面积为86.0%(P<0.01)。DHRS9高低表达的AF无复发率的差异有统计学意义(88.2% vs. 11.8%,P<0.01),COX单因素提示,DHRS9高表达患者出现AF复发的概率可能是低表达的18.05倍。在AF复发患者中,与对照组相比,研究组中N末端B型利钠肽前体水平(P<0.01)、左心房内径(P<0.05)、左心室内径(P<0.05)、DHRS9水平(P<0.01)显著降低,而左室射血分数明显增加,差异具有统计学意义(P<0.05)。
      结论 沙库巴曲缬沙坦联合胺碘酮治疗利于预防AF复发,并伴有 DHRS9表达下降,DHRS9高表达可能是AF复发过程中心房重构的分子表现。

       

      Abstract:
      AIM To investigate the mechanism of recurrence of atrial fibrillation (AF) after radiofrequency ablation based on weighted gene co-expression network analysis (WGCNA) method.
      METHODS Differential genes of AF and sinus rhythm in GSE2240, GSE41177 and GSE115574 were analyzed by limma method and WGCNA was used to identify the gene module with the strongest AF association. Dehydrogenase/reductase (DHRS) 9 was enriched by GeneMANIN website and KEGG software. A total of 102 patients with atrial fibrillation admitted to the Cardiovascular Department of Zhangjiakou First Hospital from June, 2021 to November, 2022 and undergoing their first radiofrequency ablation in our hospital were selected as study subjects. The patients were divided into the control group (using amiodarone alone) and research group (using sarcubactril valsartan and amiodarone) according to the drugs administrated. The primary endpoint was AF recurrence and the secondary endpoint was cardiac structural indexes and DHRS9 levels. At 1 year follow-up, they were divided by DHRS9 into high and low expression groups according to the cutoff value (8.17) of ROC curve. Different statistical methods were used to analyze the impact on AF recurrence in the research group and the control group as well as in the groups of high and low expressions of DHRS9.
      RESULTS The crossover gene of WGCNA and limma methods was DHRS9, which was mainly concentrated in regulating innate immune response and various metabolic pathways. At the end of the follow-up, no recurrence of AF occurred in 64 cases (62.8%) and the survival analysis showed that the rate of AF recurrence in the research group was significantly higher than that in the control group (71.15% vs. 54.00%, P<0.05). ROC curve results suggested that the area under curve of DHRS9 for predicting AF recurrence was 86.0% (P<0.01). There was a statistically significant difference in the non-recurrence rate of AF with high and low expressions of DHRS9 (88.2% vs. 11.8%, P<0.01), COX univariate suggested that the probability of AF recurrence in patients with high expression of DHRS9 might be 18.05 times higher than that in patients with low expression of DHRS9. In patients with recurrent AF, compared with the control group, the study group had N-terminal B-type natriuretic peptide precursor levels (P<0.01), left atrial diameter (P<0.05), and left ventricular diameter (P<0.05) The level of DHRS9 (P<0.01) significantly decreased, while the left ventricular ejection fraction significantly increased, with a statistically significant difference (P<0.05). CONCLUSION Sacubactril valsartan combined with amiodarone is beneficial for the prevention of AF recurrence, which is associated with decreased DHRS9 expression. High level of DHRS9 may be the molecular manifestation of the atrial remodeling during AF recurrence.

       

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