中华皮肤科杂志 ›› 2024, Vol. 57 ›› Issue (4): 343-349.doi: 10.35541/cjd.20230550

• 研究报道 • 上一篇    下一篇

基于高加索人单细胞转录组的炎症性树突状表皮细胞的免疫代谢研究

赵迎    高翠娥    隋昕    宋志强   

  1. 陆军军医大学西南医院皮肤科,重庆  400038
  • 收稿日期:2023-09-21 修回日期:2023-11-12 发布日期:2024-04-07
  • 通讯作者: 宋志强 E-mail:drsongzq@hotmail.com
  • 基金资助:
    国家自然科学基金(82073442)

Study on the immunometabolism of inflammatory dendritic epidermal cells in Caucasians based on single-cell transcriptome analysis

Zhao Ying, Gao Cui′e, Sui Xin, Song Zhiqiang   

  1. Department of Dermatology, Southwest Hospital, Army Medical University, Chongqing 400038, China
  • Received:2023-09-21 Revised:2023-11-12 Published:2024-04-07
  • Contact: Song Zhiqiang E-mail:drsongzq@hotmail.com
  • Supported by:
    National Natural Science Foundation of China(82073442)

摘要: 【摘要】 目的 比较特应性皮炎患者与健康对照皮肤样本的单细胞转录组测序数据,探讨特应性皮炎皮损中炎症性树突状表皮细胞(IDEC)的免疫代谢特征。方法 对既往发表的8例特应性皮炎患者和7例健康对照的单细胞测序数据进行深入挖掘,利用标记基因筛选出IDEC,获取两组IDEC的差异表达基因,并对差异表达基因进行京都基因组百科全书富集分析,使用Seurat中的“AddModuleScore”功能对两组IDEC的炎症通路和代谢通路进行评分,Mann-Whitney秩和检验进行统计分析;通过上述评分以及R语言中的“cor”和“cor.test”函数来评估IDEC的代谢通路与炎症通路之间的相关性。结果 特应性皮炎患者皮损中大量浸润的IDEC高表达Th2趋化因子(CCL17)、抗原提呈相关基因(CD1B)、内皮生长相关基因(TYMP、AREG)、炎症相关基因(S100A8、S100A10、LGALS1)、基质纤维化相关基因(MMP12、ADAM19)、代谢相关基因(乳酸脱氢酶、脂肪酶A、谷氨酰胺合成酶)、危险信号传导相关基因(HSPA1B、HSP90AA1、HSPB1、HSPH1)。特应性皮炎患者IDEC的葡萄糖能量代谢、糖酵解代谢、核苷酸代谢、谷氨酸和谷氨酰胺代谢、氨基酸代谢活性显著上调,并且与Th2炎症水平呈正相关;氧化磷酸化和脂代谢活性显著下调,其中脂代谢活性与Th2炎症水平呈负相关。谷氨酰胺代谢和葡萄糖能量代谢活性与Th22炎症水平呈正相关;Th1炎症水平和Th17炎症水平与磷酸戊糖代谢、核苷酸代谢、糖酵解代谢和氨基酸代谢等活性呈负相关。结论 特应性皮炎患者皮损中IDEC的炎症和代谢相关基因调节异常,多条代谢通路显著上调,其中糖酵解代谢活性与Th2炎症水平相关性最强。

关键词: 皮炎, 特应性, 树突细胞, 上皮细胞, 转录组, 炎症性树突状表皮细胞, 单细胞转录组测序, 免疫代谢

Abstract: 【Abstract】 Objective To compare single-cell transcriptome sequencing data from skin samples of patients with atopic dermatitis(AD) and those from skin samples of healthy controls, and to investigate immunometabolic characteristics of inflammatory dendritic epidermal cells (IDECs) in skin lesions of patients with AD. Methods An in-depth analysis was carried out on previously published single-cell sequencing data from 8 AD patients and 7 healthy controls in the Gene Expression Omnibus database (GSE 153760). Marker genes were used to screen out IDECs, and differentially expressed genes in IDECs between the two groups were obtained. Kyoto Encyclopedia of Genes and Genomes enrichment analysis was performed on these differentially expressed genes, the“AddModuleScore”function in the Seurat package was used to evaluate the IDEC-involving inflammatory and metabolic pathways in the two groups, and Mann-Whitney rank sum test was used for statistical analysis; correlations between the IDEC-involved metabolic and inflammatory pathways were evaluated using the above scores and the "cor" and "cor.test" functions in R packages. Results A large number of IDECs infiltrating the skin lesions of AD patients highly expressed Th2 chemokines (CCL17), antigen presentation-related genes (CD1B), endothelial growth-related genes (TYMP, AREG), inflammation-related genes (S100A8, S100A10, LGALS1), stromal fibrosis-related genes (MMP12, ADAM19), metabolism-related genes (LDHA, LIPA, GLUL), and danger signaling-related genes (HSPA1B, HSP90AA1, HSPB1, HSPH1). The activities of glucose energy metabolism, glycolytic metabolism, nucleotide metabolism, glutamate and glutamine metabolism, and amino acid metabolism were significantly upregulated in IDECs in AD patients, and was positively correlated with Th2 inflammation levels; the activities of oxidative phosphorylation and lipid metabolism was significantly downregulated in IDECs in AD patients, and the lipid metabolism level was negatively correlated with Th2 inflammation levels. Glutamine metabolism and glucose energy metabolism were positively correlated with Th22 inflammation levels; Th1 inflammation and Th17 inflammation were negatively correlated with pentose phosphate metabolism, nucleotide metabolism, glycolytic metabolism, and amino acid metabolism pathways. Conclusion The inflammation- and metabolism-related genes were abnormally expressed in IDECs in skin lesions of AD patients, and activities of multiple metabolic pathways were markedly upregulated in IDECs, among which glycolysis metabolism activity was mostly correlated with Th2 inflammation levels.

Key words: Dermatitis, atopic, Dendritic cells, Epithelial cells, Transcriptome, Inflammatory dendritic epidermal cells, Single-cell transcriptome sequencing, Immunometabolism

引用本文

赵迎 高翠娥 隋昕 宋志强. 基于高加索人单细胞转录组的炎症性树突状表皮细胞的免疫代谢研究[J]. 中华皮肤科杂志, 2024,57(4):343-349. doi:10.35541/cjd.20230550

Zhao Ying, Gao Cui′e, Sui Xin, Song Zhiqiang. Study on the immunometabolism of inflammatory dendritic epidermal cells in Caucasians based on single-cell transcriptome analysis[J]. Chinese Journal of Dermatology, 2024, 57(4): 343-349.doi:10.35541/cjd.20230550