Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Department of Hematology, Changhai Hospital, Shanghai, China.
Front Immunol. 2022 Mar 25;13:850177. doi: 10.3389/fimmu.2022.850177. eCollection 2022.
Acute graft-versus-host disease (aGvHD) is the most common complication after allogeneic hematopoietic stem cell transplantation (allo-HSCT) and significantly linked with morbidity and mortality. Although much work has been engaged to investigate aGvHD pathogenesis, the understanding of alloreactive T-cell activation remains incomplete. To address this, we studied transcriptional activation of carbohydrate, nucleotide, tricarboxylic acid (TCA) cycle, and amino acid metabolism of T cells before aGvHD onset by mining the Gene Expression Omnibus (GEO) datasets. Glycolysis had the most extensive correlation with other activated metabolic sub-pathways. Through Pearson correlation analyses, we found that glycolytic activation was positively correlated with activated CD4 memory T-cell subset and T-cell proliferation and migration. T-cell receptor (TCR), mechanistic target of rapamycin complex 1 (mTORC1), myelocytomatosis oncogene (MYC) signaling pathways and E2F6 might be "master regulators" of glycolytic activity. aGvHD predictive model constructed by glycolytic genes (, , and ) through logistic regression showed high predictive and discriminative value. Furthermore, higher expressions of , , and in alloreactive T cells were confirmed in our pre-aGvHD patient cohort. And the predictive value of the aGvHD risk model was also validated. In summary, our study demonstrated that glycolytic activation might play a pivotal function in alloreactive T-cell activation before aGvHD onset and would be the potential target for aGvHD therapy.
急性移植物抗宿主病(aGvHD)是异基因造血干细胞移植(allo-HSCT)后最常见的并发症,与发病率和死亡率显著相关。尽管已经进行了大量工作来研究 aGvHD 的发病机制,但对同种反应性 T 细胞激活的理解仍不完整。为了解决这个问题,我们通过挖掘基因表达综合数据库(GEO)数据集,研究了 aGvHD 发病前 T 细胞碳水化合物、核苷酸、三羧酸(TCA)循环和氨基酸代谢的转录激活。糖酵解与其他激活的代谢亚途径的相关性最广泛。通过 Pearson 相关分析,我们发现糖酵解激活与激活的 CD4 记忆 T 细胞亚群和 T 细胞增殖和迁移呈正相关。T 细胞受体(TCR)、雷帕霉素复合物 1(mTORC1)、髓细胞细胞瘤癌基因(MYC)信号通路和 E2F6 可能是糖酵解活性的“主调节因子”。通过逻辑回归构建的糖酵解基因(、、和)的 aGvHD 预测模型显示出较高的预测和判别价值。此外,在我们的 pre-aGvHD 患者队列中也证实了同种反应性 T 细胞中、和的高表达。并且还验证了 aGvHD 风险模型的预测价值。总之,我们的研究表明,糖酵解激活可能在 aGvHD 发病前同种反应性 T 细胞激活中发挥关键作用,并且可能成为 aGvHD 治疗的潜在靶点。