Jia Jie, Yang Ji-Qun, Du Ying-Rong, Xu Yu, Kong Deshenyue, Zhang Xiu-Ling, Mao Jun-Hong, Hu Gui-Fang, Wang Kun-Hua, Kuang Yi-Qun
NHC Key Laboratory of Drug Addiction Medicine, First Affiliated Hospital of Kunming Medical University, Kunming Medical University, Kunming, 650032, People's Republic of China.
Scientific Research Laboratory Center, First Affiliated Hospital of Kunming Medical University, Kunming, 650032, People's Republic of China.
J Inflamm Res. 2022 Jun 9;15:3409-3420. doi: 10.2147/JIR.S361634. eCollection 2022.
Hypertension is a common complication in injection drug users (IDU), especially a high proportion of resistant hypertension occurs among them. However, the involving mechanisms remain largely unknown.
We here investigated the key signaling moieties in resistant hypertension in drug users. Analyses were performed with high-throughput transcriptomic sequencing data of peripheral blood from individuals with drug-sensitive hypertension (Ctrl-DS), IDU with resistant hypertension (IDU-DR), and IDU with sensitive hypertension (IDU-DS).
We showed that 17 and 1 genes in IDU-DS, 48 and 4 genes in IDU-DR were upregulated and downregulated compared Ctrl-DS, and 2 and 4 genes were upregulated and downregulated in IDU-DR compared with IDU-DS, respectively ( ≤ 0.01 and |log(FC)| ≥ 1). Differentially expressed genes (DEGs) between Ctrl-DS and IDU-DS were mainly involved in Gene ontology terms of immunoglobulin complex and blood microparticle. DEGs between IDU-DS and IDU-DR were mainly involved in immune system process and immunoglobulin complex. DEGs between Ctrl-DS and IDU-DR were mainly involved in immunoglobulin complex, blood microparticle and cytoplasmic vesicle lumen. We identified 2 gene clusters (brown modules, MEbrown; turquoise module, MEturquoise) correlated with IDU-DR and a gene cluster (magenta module, MEmagenta) correlated with IDU-DS by weighted gene co-expression network analysis (WGCNA). Functional analysis demonstrated that pathways of focal adhesion and focalin-1-rich granule lumen were involved in the development of IDU-DR, and the cytosolic large ribosomal subunit may relate to IDU-DR. Further, immune cell infiltration analysis demonstrated that the abundance of dendritic cells (DCs), natural Treg cells (nTreg), and exhausted T cells (Tex) in IDU-DR and IDU-DS, naïve CD8 T cells in IDU-DS was significantly different compared with that in Ctrl-DS. The abundance of cytotoxic T cells (Tc) was significantly different between IDU-DS and IDU-DR.
Our findings indicated a potential function of immunoregulation mechanisms for resistant hypertension.
高血压是注射吸毒者(IDU)中的常见并发症,尤其是其中有很大比例的难治性高血压患者。然而,其涉及的机制在很大程度上仍不清楚。
我们在此研究了吸毒者难治性高血压中的关键信号部分。利用药物敏感性高血压患者(Ctrl-DS)、难治性高血压的注射吸毒者(IDU-DR)和敏感性高血压的注射吸毒者(IDU-DS)外周血的高通量转录组测序数据进行分析。
我们发现,与Ctrl-DS相比,IDU-DS中有17个基因上调、1个基因下调,IDU-DR中有48个基因上调、4个基因下调;与IDU-DS相比,IDU-DR中有2个基因上调、4个基因下调(≤0.01且|log(FC)|≥1)。Ctrl-DS和IDU-DS之间的差异表达基因(DEG)主要涉及免疫球蛋白复合物和血液微粒的基因本体术语。IDU-DS和IDU-DR之间的DEG主要涉及免疫系统过程和免疫球蛋白复合物。Ctrl-DS和IDU-DR之间的DEG主要涉及免疫球蛋白复合物、血液微粒和细胞质囊泡腔。通过加权基因共表达网络分析(WGCNA),我们确定了2个与IDU-DR相关的基因簇(棕色模块,MEbrown;绿松石色模块,MEturquoise)和1个与IDU-DS相关的基因簇(品红色模块,MEmagenta)。功能分析表明,粘着斑和富含focalin-1的颗粒腔途径参与了IDU-DR的发展,细胞质大核糖体亚基可能与IDU-DR有关。此外,免疫细胞浸润分析表明,与Ctrl-DS相比,IDU-DR和IDU-DS中树突状细胞(DC)、天然调节性T细胞(nTreg)和耗竭性T细胞(Tex)的丰度,以及IDU-DS中初始CD8 T细胞的丰度有显著差异。IDU-DS和IDU-DR之间细胞毒性T细胞(Tc)的丰度有显著差异。
我们的研究结果表明免疫调节机制在难治性高血压中具有潜在作用。