Department of Cardiovascular Medicine, The Second Affiliated Hospital of Nanchang University, Nanchang, China.
Center for Metabolic Disease Research, Department of Cardiovascular Science, Lewis Kats School of Medicine, Temple University, Philadelphia, PA, United States.
Front Immunol. 2021 Dec 20;12:809208. doi: 10.3389/fimmu.2021.809208. eCollection 2021.
Inflammatory monocyte (MC) subset differentiation is a major feature in tissue inflammatory and atherosclerosis. The underlying molecular mechanism remains unclear.
This study aims to explore molecule targets and signaling which determinate immunological features in MC subsets.
Blood Ly6C and Ly6C MC subsets from control and mice were isolated by flow cytometry sorting and subjected for bulk high-throughput RNA-sequencing. Intensive bioinformatic studies were performed by analyzing transcriptome through four pairs of comparisons: A) Ly6C vs Ly6C in control mice; B) Ly6C vs Ly6C in mice; C) Ly6C vs control Ly6C MC; D) Ly6C vs control Ly6C MC. A total of 80 canonical pathways and 16 enriched pathways were recognized by top-down analysis using IPA and GSEA software, and further used for overlapping analysis. Immunological features and signaling were assessed on four selected functional groups, including MHCII, immune checkpoint, cytokine, and transcription factor (TF). Among the total 14578 significantly differentially expressed (SDE) genes identified though above four comparison, 1051 TF and 348 immunological genes were discovered. SDE immunological genes were matched with corresponding upstream SDE TF by IPA upstream analysis. Fourteen potential transcriptional axes were recognized to modulate immunological features in the Ly6C MC subset. Based on an intensive literature search, we found that the identified SDE immune checkpoint genes in Ly6C MC are associated with pro-inflammatory/atherogenic balance function. Immune checkpoint genes GITR, CTLA4, and CD96 were upregulated in Ly6C MC from all mice and presented anti-inflammatory/atherogenic features. Six cytokine genes, including Ccl2, Tnfsf14, Il1rn, Cxcl10, Ccl9, and Cxcl2, were upregulated in Ly6C MC from all mice and associated with pro-inflammatory/atherogenic feature. Cytokine receptor gene Il12rb2, Il1r1, Il27ra, Il5ra, Ngfr, Ccr7, and Cxcr5 were upregulated in Ly6C MC from all mice and presented anti-inflammatory/atherogenic features. MHCII genes (H2-Oa, H2-DMb2, H2-Ob, H2-Eb2, H2-Eb1, H2-Aa, and Cd74) were elevated in Ly6C MC from all mice. augmented pro-atherogenic/inflammatory and antigen-presenting cells (APC) feature in both subsets due to elevated expression of cytokine genes (Cxcl11, Cntf, Il24, Xcl, Ccr5, Mpl, and Acvr2a) and MHCII gene (H2-Aa and H2-Ea-ps). Finally, we modeled immunological gene expression changes and functional implications in MC differentiation and adaptive immune response for MC subsets from control and mice.
Ly6C MC presented pro-inflammatory/atherogenic features and lower APC potential. Ly6C MC displayed anti-inflammatory/atherogenic features and higher APC potential. confers upon both subsets with augmented pro-atherogenic/inflammatory function and APC potential.
炎症单核细胞(MC)亚群分化是组织炎症和动脉粥样硬化的主要特征。其潜在的分子机制尚不清楚。
本研究旨在探讨决定 MC 亚群免疫特征的分子靶标和信号。
通过流式细胞术分选从对照和 小鼠中分离血液 Ly6C 和 Ly6C MC 亚群,并进行批量高通量 RNA-seq 分析。通过分析转录组,通过四个配对比较进行了深入的生物信息学研究:A)对照小鼠中的 Ly6C 与 Ly6C;B)对照小鼠中的 Ly6C 与 ;C)对照 Ly6C MC 中的 Ly6C 与 ;D)对照 Ly6C MC 中的 Ly6C 与对照 Ly6C MC。IPA 和 GSEA 软件的自上而下分析识别了 80 条经典途径和 16 条富集途径,并进一步用于重叠分析。在四个选定的功能组(MHCII、免疫检查点、细胞因子和转录因子(TF))上评估免疫特征和信号。在通过上述四个比较确定的总共 14578 个显着差异表达(SDE)基因中,发现了 1051 个 TF 和 348 个免疫基因。IPA 上游分析将 SDE 免疫基因与相应的上游 SDE TF 进行匹配。确定了 14 个潜在的转录轴来调节 Ly6C MC 亚群中的免疫特征。通过深入的文献检索,我们发现 Ly6C MC 中鉴定的 SDE 免疫检查点基因与促炎/动脉粥样硬化平衡功能有关。免疫检查点基因 GITR、CTLA4 和 CD96 在所有小鼠的 Ly6C MC 中上调,并表现出抗炎/动脉粥样硬化特征。六种细胞因子基因,包括 Ccl2、Tnfsf14、Il1rn、Cxcl10、Ccl9 和 Cxcl2,在所有小鼠的 Ly6C MC 中上调,并与促炎/动脉粥样硬化特征相关。细胞因子受体基因 Il12rb2、Il1r1、Il27ra、Il5ra、Ngfr、Ccr7 和 Cxcr5 在所有小鼠的 Ly6C MC 中上调,并表现出抗炎/动脉粥样硬化特征。MHCII 基因(H2-Oa、H2-DMb2、H2-Ob、H2-Eb2、H2-Eb1、H2-Aa 和 Cd74)在所有小鼠的 Ly6C MC 中升高。由于细胞因子基因(Cxcl11、Cntf、Il24、Xcl、Ccr5、Mpl 和 Acvr2a)和 MHCII 基因(H2-Aa 和 H2-Ea-ps)的表达升高,赋予了两个亚群增强的促动脉粥样硬化/炎症和抗原呈递细胞(APC)特征。最后,我们对 MC 分化和适应性免疫反应中 MC 亚群的免疫基因表达变化和功能意义进行了建模。
Ly6C MC 表现出促炎/动脉粥样硬化特征和较低的 APC 潜力。Ly6C MC 表现出抗炎/动脉粥样硬化特征和更高的 APC 潜力。赋予两个亚群增强的促动脉粥样硬化/炎症功能和 APC 潜力。