Hubei Engineering Technology Research Center of Chinese Materia Medica Processing, College of Pharmacy, Hubei University of Chinese Medicine, Wuhan, 430065, China.
Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
J Physiol Biochem. 2022 Nov;78(4):819-831. doi: 10.1007/s13105-022-00905-5. Epub 2022 Jul 1.
This study aimed to uncover the microRNA and messenger RNA (miRNA/mRNA) interactions in the pathophysiological process of calcified aortic valve disease (CAVD) of the human aortic valve. RNA sequencing of six selected samples (3 healthy control samples vs. 3 CAVD samples) was performed to obtain mRNA and miRNA sequences, and differential expression (DE) analysis of miRNA and mRNAs was performed. To build a CAVD-specific miRNA-mRNA interactome, the upregulated mRNAs and downregulated miRNAs were selected, followed by the establishment of inverse DE of mRNA-miRNA co-expression network based on Pearson's correlation coefficient using miRanda in the R language software. Subsequently, pathway enrichment analysis was performed to elucidate CAVD-related pathways that were likely mediated by miRNA regulatory mechanisms. In addition, miRNAs with an mRNA correlation greater than 0.9 in the co-expression network were selected for anti-calcification verification in a CAVD cellular model. We identified 216 mRNAs (99 downregulated and 117 upregulated) and 602 miRNAs (371 downregulated and 231 upregulated) that were differentially expressed between CAVD and healthy aortic valves. After applying Pearson's correlation toward miRNA-mRNA targets, a regulatory network of 67 miRNAs targeting 76 mRNAs was created. The subsequent pathway enrichment analysis of these targeted mRNAs elucidated that genes within the focal adhesion pathway are likely mediated by miRNA regulatory mechanisms. The selected hsa-miR-629-3p and TAGLN pair exhibited anti-calcification effects on osteogenic differentiation-induced human aortic valve interstitial cells (hVICs). On integrating the miRNA and mRNA sequencing data for healthy aortic valves and those with CAVD, the CAVD-associated miRNA-mRNA interactome and related pathways were elucidated. Additional cell function data demonstrated anti-calcification effects of the selected hsa-miR-629-3p targeting TAGLN, validating that it is a potential therapeutic target for inhibiting CAVD.
本研究旨在揭示人类主动脉瓣钙化性主动脉瓣疾病(CAVD)病理生理过程中的微小 RNA(miRNA)和信使 RNA(mRNA)相互作用。对 6 个选定样本(3 个健康对照组样本与 3 个 CAVD 样本)进行 RNA 测序,以获取 mRNA 和 miRNA 序列,并对 miRNA 和 mRNAs 进行差异表达(DE)分析。为构建 CAVD 特异性 miRNA-mRNA 互作网络,选择上调的 mRNAs 和下调的 miRNAs,然后基于 Pearson 相关系数,使用 R 语言软件中的 miRanda 建立基于 mRNA-miRNA 共表达网络的反向 DE。随后进行通路富集分析,以阐明可能受 miRNA 调控机制介导的 CAVD 相关通路。此外,在 CAVD 细胞模型中对共表达网络中 mRNA 相关性大于 0.9 的 miRNA 进行抗钙化验证。我们鉴定出 216 个 mRNAs(99 个下调和 117 个上调)和 602 个 miRNAs(371 个下调和 231 个上调)在 CAVD 主动脉瓣与健康主动脉瓣之间存在差异表达。对 miRNA-mRNA 靶标应用 Pearson 相关分析后,构建了一个包含 67 个 miRNA 靶向 76 个 mRNAs 的调控网络。对这些靶向 mRNAs 的通路富集分析表明,粘着斑通路中的基因可能受 miRNA 调控机制的介导。选定的 hsa-miR-629-3p 和 TAGLN 对成骨诱导的人主动脉瓣间质细胞(hVIC)的钙化具有抗钙化作用。通过整合健康主动脉瓣和 CAVD 的 miRNA 和 mRNA 测序数据,阐明了 CAVD 相关的 miRNA-mRNA 互作网络和相关通路。额外的细胞功能数据表明,选定的 hsa-miR-629-3p 靶向 TAGLN 具有抗钙化作用,验证了其作为抑制 CAVD 的潜在治疗靶点。