Zhong Qi, Zhu Yang-Min, Zheng Li-Ling, Shen Hui-Juan, Ou Rui-Ming, Liu Zhi, She Yan-Ling, Chen Rui, Li Cheng, Huang Jing, Yao Meng-Dong, Zhang Qing, Liu Shuang
Department of Hematology, Guangdong Second Provincial General Hospital, Guangzhou, China.
Guangdong Traditional Medical and Sports Injury Rehabilitation Research Institute, Guangdong Second Provincial General Hospital, Guangzhou, China.
Acta Haematol. 2018;140(3):131-140. doi: 10.1159/000492146. Epub 2018 Sep 25.
The second-generation CD19-chimeric antigen receptor (CAR)-T co-stimulatory domain that is commonly used in clinical practice is CD28 or 4-1BB. Previous studies have shown that the persistence of CAR-T in the 4-1BB co-stimulatory domain appears to be longer.
The expression profile data of GSE65856 were obtained from GEO database. After data preprocessing, the differentially expressed genes (DEGs) between the mock CAR versus CD19-28z CAR T cells and mock CAR versus CD19-BBz CAR T cells were identified using the limma package. Subsequently, functional enrichment analysis of DEGs was performed using the DAVID tool. Then, the protein-protein international (PPI) network of these DEGs was visualized by Cytoscape, and the miRNA-target gene-disease regulatory networks were predicted using Webgestal.
A total of 18 common DEGs, 6 CD19-28z specific DEGs and 206 CD19-BBz specific DEGs were identified. Among CD19-28z specific DEGs, down-regulated PAX5 might be an important node in the PPI network and could be targeted by miR-496. In CD19-BBz group, JUN was a hub node in the PPI network and involved in the regulations of miR520D - early growth response gene 3 (EGR3)-JUN and mi-R489-AT-rich interaction domain 5A (ARID5A)-JUN networks.
The 4-1BB co-stimulatory domain might play in important role in the treatment of CAR-T via miR-520D-EGR3-JUN and miR489-ARID5A-JUN regulation network, while CD28 had a negative effect on CAR-T treatment.
临床实践中常用的第二代CD19嵌合抗原受体(CAR)-T共刺激结构域是CD28或4-1BB。先前的研究表明,4-1BB共刺激结构域中的CAR-T持久性似乎更长。
从GEO数据库获得GSE65856的表达谱数据。经过数据预处理后,使用limma软件包鉴定了空载CAR与CD19-28z CAR T细胞之间以及空载CAR与CD19-BBz CAR T细胞之间的差异表达基因(DEG)。随后,使用DAVID工具对DEG进行功能富集分析。然后,通过Cytoscape可视化这些DEG的蛋白质-蛋白质相互作用(PPI)网络,并使用Webgestal预测miRNA-靶基因-疾病调控网络。
共鉴定出18个常见DEG、6个CD19-28z特异性DEG和206个CD19-BBz特异性DEG。在CD19-28z特异性DEG中,下调的PAX5可能是PPI网络中的重要节点,并且可能被miR-496靶向。在CD19-BBz组中,JUN是PPI网络中的枢纽节点,并参与miR520D-早期生长反应基因3(EGR3)-JUN和mi-R489-富含AT的相互作用结构域5A(ARID5A)-JUN网络的调控。
4-1BB共刺激结构域可能通过miR-520D-EGR3-JUN和miR489-ARID5A-JUN调控网络在CAR-T治疗中发挥重要作用,而CD28对CAR-T治疗有负面影响。