State Key Laboratory of Bioactive Substances and Functions of Natural Medicines Institute of Materia Medica Chinese Academy of Medical Sciences and Peking Union Medical College Beijing China.
Beijing Key Laboratory of New Drug Mechanisms and Pharmacological Evaluation Study Institute of Materia Medica Chinese Academy of Medical Sciences and Peking Union Medical College Beijing China.
Animal Model Exp Med. 2021 Mar 23;4(2):138-150. doi: 10.1002/ame2.12154. eCollection 2021 Jun.
Programmed cell death protein 1 (PD-1) /programmed cell death ligand 1 (PD-L1) blockade is an important therapeutic strategy for melanoma, despite its low clinical response. It is important to identify genes and pathways that may reflect the clinical outcomes of this therapy in patients. We analyzed clinical dataset GSE96619, which contains clinical information from five melanoma patients before and after anti-PD-1 therapy (five pairs of data). We identified 704 DEGs using these five pairs of data, and then the number of DEGs was narrowed down to 286 in patients who responded to treatment. Next, we performed KEGG pathway enrichment and constructed a DEG-associated protein-protein interaction network. Smooth muscle actin 2 (ACTA2) and tyrosine kinase growth factor receptor (KDR) were identified as the hub genes, which were significantly downregulated in the tumor tissue of the two patients who responded to treatment. To confirm our analysis, we demonstrated similar expression tendency to the clinical data for the two hub genes in a B16F10 subcutaneous xenograft model. This study demonstrates that ACTA2 and KDR are valuable responsive markers for PD-1/PD-L1 blockade therapy.
程序性细胞死亡蛋白 1(PD-1)/程序性细胞死亡配体 1(PD-L1)阻断是治疗黑色素瘤的重要策略,尽管其临床反应率较低。识别可能反映患者对该疗法临床结局的基因和通路非常重要。我们分析了包含 5 名黑色素瘤患者接受抗 PD-1 治疗前后临床信息的数据集 GSE96619(五对数据)。我们使用这五对数据鉴定了 704 个差异表达基因,然后将对治疗有反应的患者的差异表达基因数量缩小到 286 个。接下来,我们进行了 KEGG 通路富集,并构建了一个差异表达基因相关的蛋白-蛋白相互作用网络。平滑肌肌动蛋白 2(ACTA2)和酪氨酸激酶生长因子受体(KDR)被鉴定为枢纽基因,在对治疗有反应的两名患者的肿瘤组织中明显下调。为了验证我们的分析,我们在 B16F10 皮下异种移植模型中证明了这两个枢纽基因与临床数据具有相似的表达趋势。本研究表明,ACTA2 和 KDR 是 PD-1/PD-L1 阻断治疗的有价值的反应性标志物。