Wang Enhao, Hao Yanghe, Song Jing, Yuan Jing, Hong Yu, Li Ying, Wang Yang, Wang Chengshuo, Wang Ming, Zhang Luo
Department of Otolaryngology, Head and Neck Surgery, Beijing TongRen Hospital, Capital Medical University, Beijing, China.
Beijing Institute of Otolaryngology, Beijing Laboratory of Allergic Diseases, Beijing Key Laboratory of Nasal Diseases, Key Laboratory of Otolaryngology Head and Neck Surgery, Ministry of Education, Capital Medical University, Beijing, China.
Clin Transl Allergy. 2024 Dec;14(12):e70014. doi: 10.1002/clt2.70014.
Molecular signatures of chronic rhinosinusitis with nasal polyps (CRSwNP) related to macrophages remain unclear. This study aimed to develop a macrophage-associated diagnostic signature for CRSwNP.
Transcriptome data from 54 patients with CRSwNP and 37 healthy controls across GSE136825, GSE36830, and GSE72713 were used to identify differentially expressed genes (DEGs) between two groups. Gene Set Enrichment Analysis and Weighted Gene Co-Expression Network Analysis pinpointed crucial pathways and gene clusters. A diagnostic model was created from these analyses and receiver operating characteristic curve (ROC), and further validated in our transcriptome data from 29 samples. Immune cell infiltration analysis was performed and linked those diagnostic genes to macrophages and verified by single-cell RNA sequencing data. Immunofluorescence co-staining of CD163 and HMOX1 was performed in nasal tissues. Mouse bone marrow-derived macrophage (BMDMs) cultures were used in functional experiments. Correlations between the expression of HMOX1 and eotaxin genes were investigated.
DEGs of CRSwNP versus control group were enriched in the INTERLEUKIN_4_AND_13_SIGNALING pathways. A four-gene diagnostic model (HMOX1, ALOX5, F13A1 and ITGB2) was developed and demonstrated high diagnostic precision with an area under ROC curve of 0.980 for training dataset and 0.895 for test dataset. M2 macrophage presence and HMOX1 expression significantly correlated with CRSwNP (p < 0.001). Single-cell RNA sequencing data underscored the altered cellular composition in CRSwNP, with HMOX1 notably expressed in M2 macrophages. Immunofluorescence staining highlighted the increased infiltration of CD163+ M2 macrophages in nasal mucosa samples of eosinophilic CRSwNP, which correlated with HMOX1 protein levels (p < 0.05). The HMOX1 inhibitor zinc protoporphyrin reduced the ratio of CD163 + HMOX1 + M2 macrophages in mouse BMDM cultures (p < 0.05). HMOX1 expression showed a strong positive correlation with the expression of eotaxin genes (CCL11, CCL24, and CCL26; p < 0.05 respectively).
M2 macrophage-derived HMOX1 can be used as an innovative diagnostic signature for CRSwNP, which might be a potential regulator of eosinophilic inflammation.
与巨噬细胞相关的伴有鼻息肉的慢性鼻-鼻窦炎(CRSwNP)的分子特征尚不清楚。本研究旨在开发一种与巨噬细胞相关的CRSwNP诊断标志物。
使用来自GSE136825、GSE36830和GSE72713中54例CRSwNP患者和37例健康对照的转录组数据,以鉴定两组之间的差异表达基因(DEG)。基因集富集分析和加权基因共表达网络分析确定了关键途径和基因簇。根据这些分析创建了一个诊断模型,并绘制了受试者工作特征曲线(ROC),并在我们来自29个样本的转录组数据中进一步验证。进行了免疫细胞浸润分析,并将这些诊断基因与巨噬细胞联系起来,并通过单细胞RNA测序数据进行了验证。在鼻组织中进行了CD163和HMOX1的免疫荧光共染色。在功能实验中使用了小鼠骨髓来源的巨噬细胞(BMDM)培养物。研究了HMOX1和嗜酸性粒细胞趋化因子基因表达之间的相关性。
CRSwNP组与对照组的DEG在白细胞介素_4_和_13_信号通路中富集。开发了一个四基因诊断模型(HMOX1、ALOX5、F13A1和ITGB2),其诊断精度较高,训练数据集的ROC曲线下面积为0.980,测试数据集的为0.895。M2巨噬细胞的存在和HMOX1表达与CRSwNP显著相关(p < 0.001)。单细胞RNA测序数据强调了CRSwNP中细胞组成的改变,HMOX1在M2巨噬细胞中显著表达。免疫荧光染色突出显示嗜酸性CRSwNP鼻黏膜样本中CD163 + M2巨噬细胞浸润增加,这与HMOX1蛋白水平相关(p < 0.05)。HMOX1抑制剂锌原卟啉降低了小鼠BMDM培养物中CD163 + HMOX1 + M2巨噬细胞的比例(p < 0.05)。HMOX1表达与嗜酸性粒细胞趋化因子基因(CCL11、CCL24和CCL26)的表达呈强正相关(分别为p < 0.05)。
M2巨噬细胞衍生的HMOX1可作为CRSwNP的一种创新诊断标志物,可能是嗜酸性炎症的潜在调节因子。